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py
Python
huaweicloud-sdk-gaussdbfornosql/huaweicloudsdkgaussdbfornosql/v3/model/show_backup_policy_result.py
huaweicloud/huaweicloud-sdk-python-v3
7a6270390fcbf192b3882bf763e7016e6026ef78
[ "Apache-2.0" ]
64
2020-06-12T07:05:07.000Z
2022-03-30T03:32:50.000Z
huaweicloud-sdk-gaussdbfornosql/huaweicloudsdkgaussdbfornosql/v3/model/show_backup_policy_result.py
huaweicloud/huaweicloud-sdk-python-v3
7a6270390fcbf192b3882bf763e7016e6026ef78
[ "Apache-2.0" ]
11
2020-07-06T07:56:54.000Z
2022-01-11T11:14:40.000Z
huaweicloud-sdk-gaussdbfornosql/huaweicloudsdkgaussdbfornosql/v3/model/show_backup_policy_result.py
huaweicloud/huaweicloud-sdk-python-v3
7a6270390fcbf192b3882bf763e7016e6026ef78
[ "Apache-2.0" ]
24
2020-06-08T11:42:13.000Z
2022-03-04T06:44:08.000Z
# coding: utf-8 import re import six from huaweicloudsdkcore.utils.http_utils import sanitize_for_serialization class ShowBackupPolicyResult: """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ sensitive_list = [] openapi_types = { 'keep_days': 'int', 'start_time': 'str', 'period': 'str' } attribute_map = { 'keep_days': 'keep_days', 'start_time': 'start_time', 'period': 'period' } def __init__(self, keep_days=None, start_time=None, period=None): """ShowBackupPolicyResult - a model defined in huaweicloud sdk""" self._keep_days = None self._start_time = None self._period = None self.discriminator = None self.keep_days = keep_days if start_time is not None: self.start_time = start_time if period is not None: self.period = period @property def keep_days(self): """Gets the keep_days of this ShowBackupPolicyResult. 备份文件可以保存的天数。 :return: The keep_days of this ShowBackupPolicyResult. :rtype: int """ return self._keep_days @keep_days.setter def keep_days(self, keep_days): """Sets the keep_days of this ShowBackupPolicyResult. 备份文件可以保存的天数。 :param keep_days: The keep_days of this ShowBackupPolicyResult. :type: int """ self._keep_days = keep_days @property def start_time(self): """Gets the start_time of this ShowBackupPolicyResult. 备份时间段。自动备份将在该时间段内触发。 :return: The start_time of this ShowBackupPolicyResult. :rtype: str """ return self._start_time @start_time.setter def start_time(self, start_time): """Sets the start_time of this ShowBackupPolicyResult. 备份时间段。自动备份将在该时间段内触发。 :param start_time: The start_time of this ShowBackupPolicyResult. :type: str """ self._start_time = start_time @property def period(self): """Gets the period of this ShowBackupPolicyResult. 备份周期配置。自动备份将在每星期指定的天进行。 :return: The period of this ShowBackupPolicyResult. :rtype: str """ return self._period @period.setter def period(self, period): """Sets the period of this ShowBackupPolicyResult. 备份周期配置。自动备份将在每星期指定的天进行。 :param period: The period of this ShowBackupPolicyResult. :type: str """ self._period = period def to_dict(self): """Returns the model properties as a dict""" result = {} for attr, _ in six.iteritems(self.openapi_types): value = getattr(self, attr) if isinstance(value, list): result[attr] = list(map( lambda x: x.to_dict() if hasattr(x, "to_dict") else x, value )) elif hasattr(value, "to_dict"): result[attr] = value.to_dict() elif isinstance(value, dict): result[attr] = dict(map( lambda item: (item[0], item[1].to_dict()) if hasattr(item[1], "to_dict") else item, value.items() )) else: if attr in self.sensitive_list: result[attr] = "****" else: result[attr] = value return result def to_str(self): """Returns the string representation of the model""" import simplejson as json if six.PY2: import sys reload(sys) sys.setdefaultencoding("utf-8") return json.dumps(sanitize_for_serialization(self), ensure_ascii=False) def __repr__(self): """For `print`""" return self.to_str() def __eq__(self, other): """Returns true if both objects are equal""" if not isinstance(other, ShowBackupPolicyResult): return False return self.__dict__ == other.__dict__ def __ne__(self, other): """Returns true if both objects are not equal""" return not self == other
26.35119
79
0.568782
5293ff72d08fd59887c24e467577b8ad7458a42f
892
py
Python
it.unibo.raspIntro2022/code/python/sonar.py
TryKatChup/IssLab2022
ab970d8c7bc7f8519b2e1683cd6bf5ff24511b20
[ "MIT" ]
2
2022-03-03T20:05:58.000Z
2022-03-04T23:09:26.000Z
it.unibo.raspIntro2022/code/python/sonar.py
TryKatChup/IssLab2022
ab970d8c7bc7f8519b2e1683cd6bf5ff24511b20
[ "MIT" ]
null
null
null
it.unibo.raspIntro2022/code/python/sonar.py
TryKatChup/IssLab2022
ab970d8c7bc7f8519b2e1683cd6bf5ff24511b20
[ "MIT" ]
null
null
null
# File: sonar.py import RPi.GPIO as GPIO import time GPIO.setmode(GPIO.BCM) GPIO.setwarnings(False) TRIG = 17 ECHO = 27 GPIO.setup(TRIG,GPIO.OUT) GPIO.setup(ECHO,GPIO.IN) GPIO.output(TRIG, False) #TRIG parte LOW #print ('Waiting a few seconds for the sensor to settle') time.sleep(2) while True: GPIO.output(TRIG, True) #invia impulsoTRIG time.sleep(0.00001) GPIO.output(TRIG, False) #attendi che ECHO parta e memorizza tempo while GPIO.input(ECHO)==0: pulse_start = time.time() # register the last timestamp at which the receiver detects the signal. while GPIO.input(ECHO)==1: pulse_end = time.time() pulse_duration = pulse_end - pulse_start distance = pulse_duration * 17165 #distance = vt/2 distance = round(distance, 1) #print ('Distance:',distance,'cm') print ( distance, flush=True ) time.sleep(0.25) #GPIO.cleanup()
22.871795
74
0.692825
b97060461c043aec5d13a09701eff4daec017216
368
py
Python
dataset/toy_data_cfg.py
M3DV/SimTA
0bb0caccbb87123e4de0e2dba17555e17e11c85d
[ "Apache-2.0" ]
11
2020-11-08T11:16:53.000Z
2022-02-20T13:33:07.000Z
dataset/toy_data_cfg.py
M3DV/SimTA
0bb0caccbb87123e4de0e2dba17555e17e11c85d
[ "Apache-2.0" ]
null
null
null
dataset/toy_data_cfg.py
M3DV/SimTA
0bb0caccbb87123e4de0e2dba17555e17e11c85d
[ "Apache-2.0" ]
null
null
null
import os # generating function config w_min, w_max = -10, 10 b_min, b_max = -10, 10 alpha_min, alpha_max = -2, 2 beta_min, beta_max = -5, 5 num_freq = 10 eps = 0.5 # train/val config num_total_samples = 10000 duration_per_step = 2 num_pt_per_sample = 10 num_test_pt = 3 val_pct = 0.2 # save path save_path = os.path.join(os.path.dirname(__file__), "data_pickle")
17.52381
66
0.722826
bf7c230db5a235d3e345b33a73b9b96ac52e7e13
473
py
Python
Dataset/Leetcode/train/1/711.py
kkcookies99/UAST
fff81885aa07901786141a71e5600a08d7cb4868
[ "MIT" ]
null
null
null
Dataset/Leetcode/train/1/711.py
kkcookies99/UAST
fff81885aa07901786141a71e5600a08d7cb4868
[ "MIT" ]
null
null
null
Dataset/Leetcode/train/1/711.py
kkcookies99/UAST
fff81885aa07901786141a71e5600a08d7cb4868
[ "MIT" ]
null
null
null
class Solution(object): def XXX(self, nums, target): """ :type nums: List[int] :type target: int :rtype: List[int] """ result_nums = [] length = len(nums) for x in range(length): for y in range(x+1,length): if nums[x] + nums[y] == target: result_nums.append(x) result_nums.append(y) return result_nums
26.277778
47
0.443975
0317be329ebe5d3a8b758b78f593ba495d9b5e2f
532
py
Python
tests/test_base_proforma_calc.py
mgrazebrook/excel2py
02a7022aff05f6529eaabdbada92b346e8b88421
[ "MIT" ]
null
null
null
tests/test_base_proforma_calc.py
mgrazebrook/excel2py
02a7022aff05f6529eaabdbada92b346e8b88421
[ "MIT" ]
10
2020-05-01T00:07:45.000Z
2020-10-23T21:36:32.000Z
tests/test_base_proforma_calc.py
mgrazebrook/excel2py
02a7022aff05f6529eaabdbada92b346e8b88421
[ "MIT" ]
null
null
null
from excel2py.base_proforma_calc import BaseProformaCalc import unittest class Sub(BaseProformaCalc): inputs = {'x'} class TestBaseProformaCalc(unittest.TestCase): def test_good(self): s = Sub() s.calculate(x=4) def test_missing(self): s = Sub() with self.assertRaises(TypeError): s.calculate() def test_extra(self): s = Sub() with self.assertRaises(TypeError): s.calculate(x=5, y=3, z=4) if __name__ == "__main__": unittest.main()
19.703704
56
0.616541
dd19eec4bc83fba49a6c170076181d91e2c0c9db
1,202
py
Python
fastats/linear_algebra/qr.py
AaronCritchley/fastats
3c8e50fffc08ee0dd44c615f4ed93adc47c08ffe
[ "MIT" ]
26
2017-07-17T09:19:53.000Z
2021-11-30T01:36:56.000Z
fastats/linear_algebra/qr.py
AaronCritchley/fastats
3c8e50fffc08ee0dd44c615f4ed93adc47c08ffe
[ "MIT" ]
320
2017-09-02T16:26:25.000Z
2021-07-28T05:19:49.000Z
fastats/linear_algebra/qr.py
AaronCritchley/fastats
3c8e50fffc08ee0dd44c615f4ed93adc47c08ffe
[ "MIT" ]
13
2017-07-06T19:02:29.000Z
2020-01-22T11:36:34.000Z
import numpy as np def qr_classical_gram_schmidt(A): """ Returns the QR decomposition of matrix A using the modified Gram-Schmidt method. """ A = A.copy().astype(np.float64) n = A.shape[1] Q = np.zeros_like(A, dtype=np.float64) R = np.zeros(shape=(n, n), dtype=np.float64) for j in range(n): v = A[:, j] for i in range(j): R[i, j] = Q[:, i] @ A[:, j] v = v - (R[i, j] * Q[:, i]) R[j, j] = (v.T @ v) ** 0.5 Q[:, j] = v / R[j, j] return Q, R def qr(A): """ Returns the QR decomposition of matrix A using the modified Gram-Schmidt method (single matrix projection rather than sequence of vector projections). Exhibits superior numerical stability versus classical method. """ V = A.copy().astype(np.float64) n = A.shape[1] Q = np.zeros_like(A, dtype=np.float64) R = np.zeros(shape=(n, n), dtype=np.float64) for i in range(n): v = V[:, i] R[i, i] = (v.T @ v) ** 0.5 Q[:, i] = v / R[i, i] for j in range(i, n): R[i, j] = Q[:, i] @ V[:, j] V[:, j] = V[:, j] - R[i, j] * Q[:, i] return Q, R
24.04
51
0.498336
62742308f42a21188d30deb885a31c6ad5d00fbb
1,445
py
Python
var/spack/repos/builtin/packages/damask-mesh/package.py
pbrady/spack
91fc4cf28fa7145e1f855f8c03f30574a550308f
[ "ECL-2.0", "Apache-2.0", "MIT-0", "MIT" ]
348
2015-12-30T04:05:54.000Z
2022-02-21T10:57:53.000Z
var/spack/repos/builtin/packages/damask-mesh/package.py
pbrady/spack
91fc4cf28fa7145e1f855f8c03f30574a550308f
[ "ECL-2.0", "Apache-2.0", "MIT-0", "MIT" ]
3,994
2015-12-09T09:43:00.000Z
2017-11-04T02:46:39.000Z
var/spack/repos/builtin/packages/damask-mesh/package.py
flatironinstitute/spack
71a7b1b5fadbe16bcdb36fb679aa828cd7d83b02
[ "ECL-2.0", "Apache-2.0", "MIT-0", "MIT" ]
359
2015-12-16T18:25:55.000Z
2017-11-02T14:51:13.000Z
# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other # Spack Project Developers. See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: (Apache-2.0 OR MIT) class DamaskMesh(CMakePackage): """Mesh solver for DAMASK""" homepage = "https://damask.mpie.de" url = "https://damask.mpie.de/download/damask-3.0.0.tar.xz" maintainers = ['MarDiehl'] version('3.0.0-alpha4', sha256='0bb8bde43b27d852b1fb6e359a7157354544557ad83d87987b03f5d629ce5493') version('3.0.0-alpha5', sha256='2d2b10901959c26a5bb5c52327cdafc7943bc1b36b77b515b0371221703249ae') depends_on('pkgconfig', type='build') depends_on('cmake@3.10:', type='build') depends_on('petsc+mpi+hdf5') depends_on('petsc@3.14.0:3.14,3.15.1:3.15', when='@3.0.0-alpha4') depends_on('petsc@3.14.0:3.14,3.15.1:3.16', when='@3.0.0-alpha5') depends_on('hdf5@1.10:+mpi+fortran') patch('CMakeDebugRelease.patch', when='@3.0.0-alpha4') variant('build_type', default='DebugRelease', description='The build type to build', values=('Debug', 'Release', 'DebugRelease')) def cmake_args(self): return [self.define('DAMASK_SOLVER', 'mesh')] @run_after('install') @on_package_attributes(run_tests=True) def execute(self): with working_dir(self.build_directory): damask_mesh = Executable('src/DAMASK_mesh') damask_mesh('--help')
36.125
102
0.678201
9465dcdf4f73306f228c231a466be4f8a1d8f738
3,543
py
Python
amazon_paapi/sdk/models/items_result.py
frenners/python-amazon-paapi
9cb744bef17f5127231367430191df12126e9c24
[ "MIT" ]
121
2020-03-07T06:56:56.000Z
2022-03-30T21:03:43.000Z
amazon_paapi/sdk/models/items_result.py
frenners/python-amazon-paapi
9cb744bef17f5127231367430191df12126e9c24
[ "MIT" ]
61
2020-03-03T11:03:58.000Z
2022-01-20T19:27:49.000Z
amazon_paapi/sdk/models/items_result.py
frenners/python-amazon-paapi
9cb744bef17f5127231367430191df12126e9c24
[ "MIT" ]
29
2020-03-04T18:08:22.000Z
2022-03-25T18:49:46.000Z
# coding: utf-8 """ Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License is located at http://www.apache.org/licenses/LICENSE-2.0 or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ """ ProductAdvertisingAPI https://webservices.amazon.com/paapi5/documentation/index.html # noqa: E501 """ import pprint import re # noqa: F401 import six from .item import Item # noqa: F401,E501 class ItemsResult(object): """NOTE: This class is auto generated by the swagger code generator program. Do not edit the class manually. """ """ Attributes: swagger_types (dict): The key is attribute name and the value is attribute type. attribute_map (dict): The key is attribute name and the value is json key in definition. """ swagger_types = { 'items': 'list[Item]' } attribute_map = { 'items': 'Items' } def __init__(self, items=None): # noqa: E501 """ItemsResult - a model defined in Swagger""" # noqa: E501 self._items = None self.discriminator = None if items is not None: self.items = items @property def items(self): """Gets the items of this ItemsResult. # noqa: E501 :return: The items of this ItemsResult. # noqa: E501 :rtype: list[Item] """ return self._items @items.setter def items(self, items): """Sets the items of this ItemsResult. :param items: The items of this ItemsResult. # noqa: E501 :type: list[Item] """ self._items = items def to_dict(self): """Returns the model properties as a dict""" result = {} for attr, _ in six.iteritems(self.swagger_types): value = getattr(self, attr) if isinstance(value, list): result[attr] = list(map( lambda x: x.to_dict() if hasattr(x, "to_dict") else x, value )) elif hasattr(value, "to_dict"): result[attr] = value.to_dict() elif isinstance(value, dict): result[attr] = dict(map( lambda item: (item[0], item[1].to_dict()) if hasattr(item[1], "to_dict") else item, value.items() )) else: result[attr] = value if issubclass(ItemsResult, dict): for key, value in self.items(): result[key] = value return result def to_str(self): """Returns the string representation of the model""" return pprint.pformat(self.to_dict()) def __repr__(self): """For `print` and `pprint`""" return self.to_str() def __eq__(self, other): """Returns true if both objects are equal""" if not isinstance(other, ItemsResult): return False return self.__dict__ == other.__dict__ def __ne__(self, other): """Returns true if both objects are not equal""" return not self == other
27.253846
80
0.576912
3961ee8c5cd168f314ac11d8f4c3c4875ab13b92
2,037
py
Python
hackerrank/contests/accel/balanced_string.py
spradeepv/dive-into-python
ec27d4686b7b007d21f9ba4f85d042be31ee2639
[ "MIT" ]
null
null
null
hackerrank/contests/accel/balanced_string.py
spradeepv/dive-into-python
ec27d4686b7b007d21f9ba4f85d042be31ee2639
[ "MIT" ]
null
null
null
hackerrank/contests/accel/balanced_string.py
spradeepv/dive-into-python
ec27d4686b7b007d21f9ba4f85d042be31ee2639
[ "MIT" ]
null
null
null
""" A balanced string is a string having the following properties: Both the left and right halves contain the same characters. Both the left and right halves contain unique characters. For example, abbaabba is balanced because the left half (abab) and the right half (baba) both contain the same unique characters. Xavier has NN unique characters in unlimited supply and wants to use them to make balanced strings. Help him determine PP, the number of possible balanced strings of length NN. Input Format The first line contains an integer, TT, the number of test cases. The TT subsequent lines each contain a single integer, NN, the number of characters Xavier can use to form his balanced strings for that test case. Constraints N will always be evenN will always be even Xavier's balanced strings must be of length NXavier's balanced strings must be of length N Output Format For each test case, print the result of P % (109+7)P % (109+7) on a new line. Constraints 1<=T<=100000 2<=N<=10^6 Sample Input 1 2 Sample Output 2 Explanation N=2 Xavier has two characters we'll refer to as 1 and 2. He must use these characters to form balanced strings of length 22. The possible strings are "11", "12", "21", and "22". Of those 44 strings, only 22 are balanced (i.e.: "11" and "22"), so we print the result of 2 % (10^9+7)2 on a new line. Editorial --------- N is even number so to make string balance right half and left half both having N/2 characters should contains equal and same set of characters. For right half Xrange have N unique characters so there will be N*(N-1)*( N-2)*......(N/2+1) possible strings that can be formed with N unique characters. For each right half string there will be (N/2)! possible left half strings. So the answer will be N*(N-1)*(N-2)*....(N/2+1)*((N/2)!) that will be equal to N! """ mod = int(1e9) + 7 fact = [1, 1] def facto(): for i in range(2, 1000001): fact.append((fact[-1]*i) % mod) facto() for _ in range(int(raw_input())): n = int(raw_input()) print fact[n]
29.1
77
0.726559
e11865b830843d66420ccc130c3af4f21fb9793d
138
py
Python
numpy/mathFunction/numpyMathArithmetic.py
slowy07/pythonApps
22f9766291dbccd8185035745950c5ee4ebd6a3e
[ "MIT" ]
10
2020-10-09T11:05:18.000Z
2022-02-13T03:22:10.000Z
numpy/mathFunction/numpyMathArithmetic.py
khairanabila/pythonApps
f90b8823f939b98f7bf1dea7ed35fe6e22e2f730
[ "MIT" ]
null
null
null
numpy/mathFunction/numpyMathArithmetic.py
khairanabila/pythonApps
f90b8823f939b98f7bf1dea7ed35fe6e22e2f730
[ "MIT" ]
6
2020-11-26T12:49:43.000Z
2022-03-06T06:46:43.000Z
import numpy as np in_num = 2.0 print ("Input number : ", in_num) out_num = np.reciprocal(in_num) print ("Output number : ", out_num)
19.714286
35
0.681159
54d5fe1a81630b6cc431990ebfbbb38263a576d9
7,301
py
Python
tests/test_base_table/test_gen_table.py
mgedmin/terminaltables
ad8f46e50afdbaea377fc1f713bc0e7a31c4fccc
[ "MIT" ]
742
2015-01-03T21:46:14.000Z
2022-03-27T05:49:32.000Z
tests/test_base_table/test_gen_table.py
mgedmin/terminaltables
ad8f46e50afdbaea377fc1f713bc0e7a31c4fccc
[ "MIT" ]
64
2015-01-06T01:34:12.000Z
2020-05-07T21:52:11.000Z
tests/test_base_table/test_gen_table.py
mgedmin/terminaltables
ad8f46e50afdbaea377fc1f713bc0e7a31c4fccc
[ "MIT" ]
96
2015-02-26T16:42:42.000Z
2022-02-06T14:00:24.000Z
"""Test method in BaseTable class.""" import pytest from terminaltables.base_table import BaseTable from terminaltables.build import flatten from terminaltables.width_and_alignment import max_dimensions @pytest.mark.parametrize('inner_heading_row_border', [True, False]) @pytest.mark.parametrize('inner_footing_row_border', [True, False]) @pytest.mark.parametrize('inner_row_border', [True, False]) def test_inner_row_borders(inner_heading_row_border, inner_footing_row_border, inner_row_border): """Test heading/footing/row borders. :param bool inner_heading_row_border: Passed to table. :param bool inner_footing_row_border: Passed to table. :param bool inner_row_border: Passed to table. """ table_data = [ ['Name', 'Color', 'Type'], ['Avocado', 'green', 'nut'], ['Tomato', 'red', 'fruit'], ['Lettuce', 'green', 'vegetable'], ] table = BaseTable(table_data) table.inner_heading_row_border = inner_heading_row_border table.inner_footing_row_border = inner_footing_row_border table.inner_row_border = inner_row_border inner_widths, inner_heights, outer_widths = max_dimensions(table_data, table.padding_left, table.padding_right)[:3] actual = flatten(table.gen_table(inner_widths, inner_heights, outer_widths)) # Determine expected. if inner_row_border: expected = ( '+---------+-------+-----------+\n' '| Name | Color | Type |\n' '+---------+-------+-----------+\n' '| Avocado | green | nut |\n' '+---------+-------+-----------+\n' '| Tomato | red | fruit |\n' '+---------+-------+-----------+\n' '| Lettuce | green | vegetable |\n' '+---------+-------+-----------+' ) elif inner_heading_row_border and inner_footing_row_border: expected = ( '+---------+-------+-----------+\n' '| Name | Color | Type |\n' '+---------+-------+-----------+\n' '| Avocado | green | nut |\n' '| Tomato | red | fruit |\n' '+---------+-------+-----------+\n' '| Lettuce | green | vegetable |\n' '+---------+-------+-----------+' ) elif inner_heading_row_border: expected = ( '+---------+-------+-----------+\n' '| Name | Color | Type |\n' '+---------+-------+-----------+\n' '| Avocado | green | nut |\n' '| Tomato | red | fruit |\n' '| Lettuce | green | vegetable |\n' '+---------+-------+-----------+' ) elif inner_footing_row_border: expected = ( '+---------+-------+-----------+\n' '| Name | Color | Type |\n' '| Avocado | green | nut |\n' '| Tomato | red | fruit |\n' '+---------+-------+-----------+\n' '| Lettuce | green | vegetable |\n' '+---------+-------+-----------+' ) else: expected = ( '+---------+-------+-----------+\n' '| Name | Color | Type |\n' '| Avocado | green | nut |\n' '| Tomato | red | fruit |\n' '| Lettuce | green | vegetable |\n' '+---------+-------+-----------+' ) assert actual == expected @pytest.mark.parametrize('outer_border', [True, False]) def test_outer_borders(outer_border): """Test left/right/top/bottom table borders. :param bool outer_border: Passed to table. """ table_data = [ ['Name', 'Color', 'Type'], ['Avocado', 'green', 'nut'], ['Tomato', 'red', 'fruit'], ['Lettuce', 'green', 'vegetable'], ] table = BaseTable(table_data, 'Example Table') table.outer_border = outer_border inner_widths, inner_heights, outer_widths = max_dimensions(table_data, table.padding_left, table.padding_right)[:3] actual = flatten(table.gen_table(inner_widths, inner_heights, outer_widths)) # Determine expected. if outer_border: expected = ( '+Example Table----+-----------+\n' '| Name | Color | Type |\n' '+---------+-------+-----------+\n' '| Avocado | green | nut |\n' '| Tomato | red | fruit |\n' '| Lettuce | green | vegetable |\n' '+---------+-------+-----------+' ) else: expected = ( ' Name | Color | Type \n' '---------+-------+-----------\n' ' Avocado | green | nut \n' ' Tomato | red | fruit \n' ' Lettuce | green | vegetable ' ) assert actual == expected @pytest.mark.parametrize('mode', ['row', 'one', 'blank', 'empty', 'none']) @pytest.mark.parametrize('bare', [False, True]) def test_one_no_rows(mode, bare): """Test with one or no rows. :param str mode: Type of table contents to test. :param bool bare: Disable padding/borders. """ if mode == 'row': table_data = [ ['Avocado', 'green', 'nut'], ] elif mode == 'one': table_data = [ ['Avocado'], ] elif mode == 'blank': table_data = [ [''], ] elif mode == 'empty': table_data = [ [], ] else: table_data = [ ] table = BaseTable(table_data) if bare: table.inner_column_border = False table.inner_footing_row_border = False table.inner_heading_row_border = False table.inner_row_border = False table.outer_border = False table.padding_left = 0 table.padding_right = 0 inner_widths, inner_heights, outer_widths = max_dimensions(table_data, table.padding_left, table.padding_right)[:3] actual = flatten(table.gen_table(inner_widths, inner_heights, outer_widths)) # Determine expected. if mode == 'row': if bare: expected = ( 'Avocadogreennut' ) else: expected = ( '+---------+-------+-----+\n' '| Avocado | green | nut |\n' '+---------+-------+-----+' ) elif mode == 'one': if bare: expected = ( 'Avocado' ) else: expected = ( '+---------+\n' '| Avocado |\n' '+---------+' ) elif mode == 'blank': # Remember there's still padding. if bare: expected = ( '' ) else: expected = ( '+--+\n' '| |\n' '+--+' ) elif mode == 'empty': if bare: expected = ( '' ) else: expected = ( '++\n' '||\n' '++' ) else: if bare: expected = ( '' ) else: expected = ( '++\n' '++' ) assert actual == expected
32.30531
119
0.435694
dcd6d7e490ea5a9fe241c79175e9340e9125f880
3,134
py
Python
examples/commandline/restore_branin.py
TheVinhLuong102/AutoML-SMAC3
d4cb7ed76e0fbdd9edf6ab5360ff75de67ac2195
[ "BSD-3-Clause" ]
711
2016-08-22T14:23:29.000Z
2022-03-29T21:56:12.000Z
examples/commandline/restore_branin.py
TheVinhLuong102/AutoML-SMAC3
d4cb7ed76e0fbdd9edf6ab5360ff75de67ac2195
[ "BSD-3-Clause" ]
770
2016-08-17T14:39:07.000Z
2022-03-31T11:35:58.000Z
examples/commandline/restore_branin.py
TheVinhLuong102/AutoML-SMAC3
d4cb7ed76e0fbdd9edf6ab5360ff75de67ac2195
[ "BSD-3-Clause" ]
210
2016-08-20T15:14:29.000Z
2022-03-30T08:04:34.000Z
""" Restore Branin ^^^^^^^^^^^^^^ This file runs SMAC and then restores the branin run with an extended computation budget. This will also work for SMAC runs that have crashed and are continued. """ import logging logging.basicConfig(level=logging.INFO) import os from smac.facade.smac_ac_facade import SMAC4AC from smac.runhistory.runhistory import RunHistory from smac.scenario.scenario import Scenario from smac.stats.stats import Stats from smac.utils.io.traj_logging import TrajLogger __copyright__ = "Copyright 2021, AutoML.org Freiburg-Hannover" __license__ = "3-clause BSD" if "__main__" == __name__: # Initialize scenario, using runcount_limit as budget. origiginal_scenario_dict = { 'algo': 'python branin.py', 'paramfile': 'branin/configspace.pcs', 'run_obj': 'quality', 'runcount_limit': 25, 'deterministic': True, 'output_dir': 'restore_me'} original_scenario = Scenario(origiginal_scenario_dict) smac = SMAC4AC(scenario=original_scenario, run_id=1) smac.optimize() print("\nBudget exhausted! Starting restoring optimization ...\n") # Now the output is in the folder 'restore_me/run_1' (or whatever run_id has # been passed to the SMAC-object above) old_output_dir = os.path.join(original_scenario.output_dir, 'run_1') # We could simply modify the scenario-object, stored in # 'smac.solver.scenario' and start optimization again: # smac.solver.scenario.ta_run_limit = 50 # smac.optimize() # Or, to show the whole process of recovering a SMAC-run from the output # directory, create a new scenario with an extended budget: new_scenario = Scenario( origiginal_scenario_dict, cmd_options={'runcount_limit': 50, # overwrite these args 'output_dir': 'restored'}) # We load the runhistory rh_path = os.path.join(old_output_dir, "runhistory.json") runhistory = RunHistory() runhistory.load_json(rh_path, new_scenario.cs) # And the stats stats_path = os.path.join(old_output_dir, "stats.json") stats = Stats(new_scenario) stats.load(stats_path) # And the trajectory traj_path = os.path.join(old_output_dir, "traj_aclib2.json") trajectory = TrajLogger.read_traj_aclib_format( fn=traj_path, cs=new_scenario.cs) incumbent = trajectory[-1]["incumbent"] # Now we can initialize SMAC with the recovered objects and restore the # state where we left off. By providing stats and a restore_incumbent, SMAC # automatically detects the intention of restoring a state. smac = SMAC4AC(scenario=new_scenario, runhistory=runhistory, stats=stats, restore_incumbent=incumbent, run_id=1) # Because we changed the output_dir, we might want to copy the old # trajectory-file (runhistory and stats will be complete, but trajectory is # written sequentially) # new_traj_path = os.path.join(new_scenario.output_dir, "run_1", "traj_aclib2.json") # shutil.copy(traj_path, new_traj_path) smac.optimize()
34.065217
88
0.699107
9e8ee8a96caa10c4732c44ea979c0c4fcb3ea1e6
12,524
py
Python
perimeterx/px_context.py
PerimeterX/perimeterx-python-ws
945a8741dc916568b16e8abc889aac3e02f50f4f
[ "MIT" ]
14
2016-09-29T08:08:05.000Z
2022-01-12T00:53:50.000Z
perimeterx/px_context.py
PerimeterX/perimeterx-python-ws
945a8741dc916568b16e8abc889aac3e02f50f4f
[ "MIT" ]
8
2016-09-29T08:57:42.000Z
2021-03-17T11:56:52.000Z
perimeterx/px_context.py
PerimeterX/perimeterx-python-ws
945a8741dc916568b16e8abc889aac3e02f50f4f
[ "MIT" ]
4
2016-12-01T10:17:04.000Z
2019-04-21T09:57:02.000Z
from requests.structures import CaseInsensitiveDict from px_constants import * from px_data_enrichment_cookie import PxDataEnrichmentCookie class PxContext(object): def __init__(self, request, config): logger = config.logger # Default values px_cookies = {} request_cookie_names = [] cookie_origin = "cookie" vid = '' enforcer_vid_source = '' pxhd = '' data_enrichment = PxDataEnrichmentCookie(config) if not hasattr(request, 'headers'): request_headers = {} else: request_headers = request.headers headers = generate_context_headers(request_headers, config.sensitive_headers) original_token = '' mobile_header = headers.get(MOBILE_SDK_HEADER) if mobile_header is None: cookies = request.cookies for cookie_key in cookies: cookie_value = cookies[cookie_key] request_cookie_names.append(cookie_key) if cookie_key == PREFIX_PX_COOKIE_V1 or cookie_key == PREFIX_PX_COOKIE_V3: logger.debug('Found cookie prefix:' + cookie_key) px_cookies[cookie_key] = cookie_value elif cookie_key == PREFIX_PX_DATA_ENRICHMENT: data_enrichment.from_raw_cookie(cookie_value) elif cookie_key == PREFIX_PXVID or cookie_key == "_" + PREFIX_PXVID : vid = cookie_value enforcer_vid_source = 'vid_cookie' elif cookie_key == PREFIX_PXHD: pxhd = cookie_value else: cookie_origin = "header" original_token = headers.get(MOBILE_SDK_ORIGINAL_HEADER) logger.debug('Mobile SDK token detected') cookie_name, cookie = self.get_token_object(config, mobile_header) px_cookies[cookie_name] = cookie user_agent = request.user_agent.string uri = request.path full_url = request.url hostname = request.host sensitive_route = len( filter(lambda sensitive_route_item: uri.startswith(sensitive_route_item), config.sensitive_routes)) > 0 whitelist_route = len( filter(lambda whitelist_route_item: uri.startswith(whitelist_route_item), config.whitelist_routes)) > 0 enforced_route = len( filter(lambda enforced_route_item: uri.startswith(enforced_route_item), config.enforced_specific_routes)) > 0 protocol_split = request.environ.get('SERVER_PROTOCOL', '').split('/') if protocol_split[0].startswith('HTTP'): self._http_protocol = protocol_split[0].lower() + '://' if len(protocol_split) > 1: self._http_version = protocol_split[1] self._headers = headers self._http_method = request.environ.get('REQUEST_METHOD') self._user_agent = user_agent self._full_url = full_url self._uri = uri self._hostname = hostname self._px_cookies = px_cookies self._cookie_names = request_cookie_names self._risk_rtt = 0 self._ip = self.extract_ip(config, request) self._vid = vid self._pxhd = pxhd self._response_pxhd = '' self._enforcer_vid_source = enforcer_vid_source self._uuid = '' self._query_params = request.query_string self._sensitive_route = sensitive_route self._whitelist_route = whitelist_route self._enforced_route = enforced_route self._s2s_call_reason = 'none' self._cookie_origin = cookie_origin self._is_mobile = cookie_origin == "header" self._score = -1 self._block_reason = '' self._decoded_cookie = '' self._block_action = '' self._block_action_data = '' self._pass_reason = 'cookie' self._cookie_hmac = '' self._px_cookie_raw = '' self._original_token_error = '' self._original_uuid = '' self._decoded_original_token = '' self._original_token = original_token self._pxde = data_enrichment.payload if data_enrichment else '' self._pxde_verified = data_enrichment.is_valid if data_enrichment else False logger.debug('Request context created successfully') def get_token_object(self, config, token): logger = config.logger sliced_token = token.split(":", 1) if len(sliced_token) > 1: key = sliced_token.pop(0) if key == PREFIX_PX_TOKEN_V1 or key == PREFIX_PX_TOKEN_V3: logger.debug('Found token prefix: {}'.format(key)) return key, sliced_token[0] return PREFIX_PX_TOKEN_V3, token def extract_ip(self, config, request): request_headers = request.headers ip = request_headers.get('X-FORWARDED-FOR') if request_headers.get('X-FORWARDED-FOR') else request.remote_addr ip_headers = config.ip_headers logger = config.logger if ip_headers: try: for ip_header in ip_headers: if request_headers.get(ip_header): return request_headers.get(ip_header) except: logger.debug('Failed to use IP_HEADERS from config') if config.get_user_ip: ip = config.get_user_ip return ip @property def enforced_route(self): return self._enforced_route @enforced_route.setter def enforced_route(self, enforced_route): self._enforced_route = enforced_route @property def headers(self): return self._headers @headers.setter def headers(self, headers): self._headers = headers @property def http_method(self): return self._http_method @http_method.setter def http_method(self, http_method): self._http_method = http_method @property def http_version(self): return self._http_version @http_version.setter def http_version(self, http_version): self._http_version = http_version @property def http_protocol(self): return self._http_protocol @http_protocol.setter def http_protocol(self, http_protocol): self._http_protocol = http_protocol @property def user_agent(self): return self._user_agent @user_agent.setter def user_agent(self, user_agent): self._user_agent = user_agent @property def full_url(self): return self._full_url @full_url.setter def full_url(self, full_url): self._full_url = full_url @property def uri(self): return self._uri @uri.setter def uri(self, uri): self._uri = uri @property def hostname(self): return self._hostname @hostname.setter def hostname(self, hostname): self._hostname = hostname @property def px_cookies(self): return self._px_cookies @px_cookies.setter def px_cookies(self, px_cookies): self._px_cookies = px_cookies @property def cookie_names(self): return self._cookie_names @cookie_names.setter def cookie_names(self, cookie_names): self._cookie_names = cookie_names @property def risk_rtt(self): return self._risk_rtt @risk_rtt.setter def risk_rtt(self, risk_rtt): self._risk_rtt = risk_rtt @property def ip(self): return self._ip @ip.setter def ip(self, ip): self._ip = ip @property def vid(self): return self._vid @vid.setter def vid(self, vid): self._vid = vid @property def query_params(self): return self._query_params @query_params.setter def query_params(self, query_params): self._query_params = query_params @property def sensitive_route(self): return self._sensitive_route @sensitive_route.setter def sensitive_route(self, sensitive_route): self._sensitive_route = sensitive_route @property def whitelist_route(self): return self._whitelist_route @whitelist_route.setter def whitelist_route(self, whitelist_route): self._whitelist_route = whitelist_route @property def s2s_call_reason(self): return self._s2s_call_reason @s2s_call_reason.setter def s2s_call_reason(self, s2s_call_reason): self._s2s_call_reason = s2s_call_reason @property def cookie_origin(self): return self._cookie_origin @cookie_origin.setter def cookie_origin(self, cookie_origin): self._cookie_origin = cookie_origin @property def original_token(self): return self._original_token @original_token.setter def original_token(self, original_token): self._original_token = original_token @property def is_mobile(self): return self._is_mobile @is_mobile.setter def is_mobile(self, is_mobile): self._is_mobile = is_mobile @property def score(self): return self._score @score.setter def score(self, score): self._score = score @property def uuid(self): return self._uuid @uuid.setter def uuid(self, uuid): self._uuid = uuid @property def block_reason(self): return self._block_reason @block_reason.setter def block_reason(self, block_reason): self._block_reason = block_reason @property def decoded_cookie(self): return self._decoded_cookie @decoded_cookie.setter def decoded_cookie(self, decoded_cookie): self._decoded_cookie = decoded_cookie @property def block_action(self): return self._block_action @block_action.setter def block_action(self, block_action): self._block_action = block_action @property def block_action_data(self): return self._block_action_data @block_action_data.setter def block_action_data(self, block_action_data): self._block_action_data = block_action_data @property def pass_reason(self): return self._pass_reason @pass_reason.setter def pass_reason(self, pass_reason): self._pass_reason = pass_reason @property def cookie_hmac(self): return self._cookie_hmac @cookie_hmac.setter def cookie_hmac(self, cookie_hmac): self._cookie_hmac = cookie_hmac @property def px_cookie_raw(self): return self._px_cookie_raw @px_cookie_raw.setter def px_cookie_raw(self, px_cookie_raw): self._px_cookie_raw = px_cookie_raw @property def original_token_error(self): return self._original_token_error @original_token_error.setter def original_token_error(self, original_token_error): self._original_token_error = original_token_error @property def original_uuid(self): return self._original_uuid @original_uuid.setter def original_uuid(self, original_uuid): self._original_uuid = original_uuid @property def decoded_original_token(self): return self._decoded_original_token @decoded_original_token.setter def decoded_original_token(self, decoded_original_token): self._decoded_original_token = decoded_original_token @property def pxde(self): return self._pxde @pxde.setter def pxde(self, pxde): self._pxde = pxde @property def pxde_verified(self): return self._pxde_verified @pxde_verified.setter def pxde_verified(self, pxde_verified): self._pxde_verified = pxde_verified @property def enforcer_vid_source(self): return self._enforcer_vid_source @enforcer_vid_source.setter def enforcer_vid_source(self, enforcer_vid_source): self._enforcer_vid_source = enforcer_vid_source @property def pxhd(self): return self._pxhd @pxhd.setter def pxhd(self, pxhd): self._pxhd = pxhd @property def response_pxhd(self): return self._response_pxhd @response_pxhd.setter def response_pxhd(self, response_pxhd): self._response_pxhd = response_pxhd def generate_context_headers(request_headers, sensitive_headers): headers = CaseInsensitiveDict() for header_name, header_value in request_headers: if header_name.lower() not in sensitive_headers: headers[header_name] = header_value return headers
28.463636
121
0.655541
feb038ea885ed1e2304c558200712a9e21e4f7ba
2,189
py
Python
test/test_redshift.py
Nordstrom/nordata
935b58f5bcdf100a9211db3bbe7d98a332c81158
[ "Apache-2.0" ]
5
2019-01-08T20:47:23.000Z
2020-03-26T02:49:54.000Z
test/test_redshift.py
Nordstrom/nordata
935b58f5bcdf100a9211db3bbe7d98a332c81158
[ "Apache-2.0" ]
3
2020-02-04T18:52:40.000Z
2020-03-31T00:54:05.000Z
test/test_redshift.py
Nordstrom/nordata
935b58f5bcdf100a9211db3bbe7d98a332c81158
[ "Apache-2.0" ]
2
2021-06-13T22:47:36.000Z
2022-02-26T12:52:01.000Z
import os import pytest from ..nordata import _redshift as rs os.environ['TEST_CREDS'] = 'host=my_hostname dbname=my_dbname user=my_user password=my_password port=1234' def test_redshift_get_conn_value_error(): # test whether redshift_get_conn() raises a ValueError when passed a connection str with pytest.raises(ValueError): rs.redshift_get_conn(os.environ['TEST_CREDS']) def test_read_sql_type_error(): # test whether read_sql() raises the proper error with pytest.raises(TypeError): rs.read_sql(1) def test_read_sql_return_type(): # test type returned by read_sql() assert isinstance(rs.read_sql('test/test.sql'), str) def test_read_sql_contents(): # test whether contents of str returned by read_sql() are correct test_str = "select\n col1\n col2\n from\n pretend.first_table\n limit\n 1000;" assert rs.read_sql('test/test.sql') == test_str redshift_execute_sql_TypeError_args = [ (1, 'foo', True, True), ('foo', 1, True, True), (1, 1, True, True), ('foo', 'bar', True, 'True'), ('foo', 'bar', 'True', True), ('foo', 'bar', True, 1), ('foo', 'bar', 1, True), ] @pytest.mark.parametrize('sql,env_var,return_data,return_dict', redshift_execute_sql_TypeError_args) def test_redshift_execute_sql_type_error(sql, env_var, return_data, return_dict): # test whether redshift_execute_sql() raises the proper error with pytest.raises(TypeError): rs.redshift_execute_sql(sql=sql, env_var=env_var, return_data=return_data, return_dict=return_dict) def test_create_creds_dict_type(): # test type returned by _create_creds_dict() assert isinstance(rs._create_creds_dict(os.environ['TEST_CREDS']), dict) def test_create_creds_dict_len(): # test length of dict returned by _create_creds_dict() assert len(rs._create_creds_dict(os.environ['TEST_CREDS'])) == 5 def test_create_creds_dict_keys(): # test whether proper keys are present in dict returned by _create_creds_dict() keys = ['host', 'dbname', 'user', 'password', 'port'] creds_dict = rs._create_creds_dict(os.environ['TEST_CREDS']) assert all(key in creds_dict for key in keys)
33.676923
107
0.717679
64564e64aa26ba538394a409a69def897ffdc672
1,146
py
Python
app/models/Post.py
mhans003/python-newsapp
5958bd5fc85df6f254d464895a197cbeef1f1e2c
[ "MIT" ]
null
null
null
app/models/Post.py
mhans003/python-newsapp
5958bd5fc85df6f254d464895a197cbeef1f1e2c
[ "MIT" ]
null
null
null
app/models/Post.py
mhans003/python-newsapp
5958bd5fc85df6f254d464895a197cbeef1f1e2c
[ "MIT" ]
1
2021-02-17T16:07:34.000Z
2021-02-17T16:07:34.000Z
from datetime import datetime from app.db import Base from .Vote import Vote from sqlalchemy import Column, Integer, String, ForeignKey, DateTime, select, func from sqlalchemy.orm import relationship, column_property # Use datetime to create created_at and updated_at fields # Reference post's user via Foreign Key. # When query is made, return property 'user' populated with user's id and username. # Create a relationship to comments, and when deleted, cascade down and delete associated comments. # vote_count will add up this post's votes. class Post(Base): __tablename__ = 'posts' id = Column(Integer, primary_key=True) title = Column(String(100), nullable=False) post_url = Column(String(100), nullable=False) user_id = Column(Integer, ForeignKey('users.id')) created_at = Column(DateTime, default=datetime.now) updated_at = Column(DateTime, default=datetime.now, onupdate=datetime.now) vote_count = column_property( select([func.count(Vote.id)]).where(Vote.post_id == id) ) user = relationship('User') comments = relationship('Comment', cascade='all,delete') votes = relationship('Vote', cascade='all,delete')
44.076923
99
0.760035
52b6433b318cc6b56afec1b246216ff0383a3b5d
10,240
py
Python
python_ip_true/LVMvSSGP_model_SV2_IP.py
RomanFoell/-V-SS
457f35ffd321cdfe9359d1df707fde9a32041c9c
[ "MIT" ]
4
2017-11-03T13:28:50.000Z
2019-04-02T22:57:49.000Z
python_ip_true/LVMvSSGP_model_SV2_IP.py
RomanFoell/-V-SS
457f35ffd321cdfe9359d1df707fde9a32041c9c
[ "MIT" ]
null
null
null
python_ip_true/LVMvSSGP_model_SV2_IP.py
RomanFoell/-V-SS
457f35ffd321cdfe9359d1df707fde9a32041c9c
[ "MIT" ]
1
2019-12-27T05:35:15.000Z
2019-12-27T05:35:15.000Z
# To speed Theano up, create ram disk: mount -t tmpfs -o size=512m tmpfs /mnt/ramdisk # Then use flag THEANO_FLAGS='base_compiledir=/mnt/ramdisk' python script.py import sys; sys.path.insert(0, "../Theano"); sys.path.insert(0, "../../Theano") import theano; import theano.tensor as T; import theano.sandbox.linalg as sT import numpy as np import pickle print('Theano version: ' + theano.__version__ + ', base compile dir: ' + theano.config.base_compiledir) theano.config.mode = 'FAST_RUN' theano.config.optimizer = 'fast_run' theano.config.exception_verbosity = 'low' theano.config.reoptimize_unpickled_function = True class LVMvSSGP: def __init__(self, Q, D, N, M): try: print('Trying to load model...') with open('model_SV2.save', 'rb') as file_handle: self.f, self.g = pickle.load(file_handle) print('Loaded!') return except: print('Failed. Creating a new model...') print('Setting up variables...') hyp, S, MU, SIGMA, U, X = T.dmatrices('hyp', 'S', 'MU', 'SIGMA', 'U', 'X') b = T.dvector('b') sn = T.dscalar('sn') sf = T.dscalar('sf') SIGMA_trf = T.log(1+T.exp(SIGMA))**2 sf_trf, sn_trf, lengthscale_trf, lengthscale_p_trf = T.log(1 + T.exp(sf))**2, T.log(1 + T.exp(sn))**2, T.log(1 + T.exp(hyp[:,0])), T.log(1 + T.exp(hyp[:,1])) print('Setting up model...') LL, KL = self.get_model(lengthscale_trf, lengthscale_p_trf, sn_trf, sf_trf, S, MU, SIGMA_trf, U, b, X, Q, D, N, M) print('Compiling model...') inputs = {'X': X, 'MU': MU, 'SIGMA': SIGMA, 'S': S, 'U': U, 'b': b, 'hyp': hyp, 'sn': sn, 'sf': sf} z = 0.0 * sum([T.sum(v) for v in inputs.values()]) # solve a bug with derivative wrt inputs not in the graph f = {'LL': LL, 'KL': KL} self.f = {fn: theano.function(list(inputs.values()), fv+z, name=fn, on_unused_input='ignore') for fn,fv in f.items()} g = {'LL': LL, 'KL': KL} wrt = {'MU': MU, 'SIGMA': SIGMA, 'S': S, 'U': U, 'b': b, 'hyp': hyp, 'sn': sn, 'sf': sf} self.g = {vn: {gn: theano.function(list(inputs.values()), T.grad(gv+z, vv), name='d'+gn+'_d'+vn, on_unused_input='ignore') for gn,gv in g.items()} for vn, vv in wrt.items()} with open('model_SV2.save', 'wb') as file_handle: print('Saving model...') sys.setrecursionlimit(100000) pickle.dump([self.f, self.g], file_handle, protocol=pickle.HIGHEST_PROTOCOL) def reg_EPhi(self, lengthscale_trf, lengthscale_p_trf, sf_trf, S, MU, SIGMA_trf, U, b, N, M, D): # lengthscale_trf # Q # lengthscale_p_trf # Q # sf_trf # 1 # S # M x Q # MU # N x Q # SIGMA_trf # N x Q # U # M x Q # b # M # N # 1 # M # 1 b = T.zeros(T.shape(b)) MU_S = T.zeros(T.shape(S)) SIGMA_S_trf = T.ones(T.shape(S)) inv_SIGMA_trf = SIGMA_trf**-1 # N x Q MU_S_hat = lengthscale_trf**-1 * MU_S + 2 * np.pi * lengthscale_p_trf**-1 # M x Q MU_S_hat_U_b = -(MU_S_hat * U).sum(1)[None,:] + b # M x M big_sum_minus = MU_S_hat_U_b - MU_S_hat_U_b.T # M x M big_sum_plus = MU_S_hat_U_b + MU_S_hat_U_b.T # M x M MU_S_hat_minus = MU_S_hat[None,:,:] - MU_S_hat[:,None,:] # M x M x Q MU_S_hat_plus = MU_S_hat[None,:,:] + MU_S_hat[:,None,:] # M x M x Q u_EEPhiTPhi = (U[None,:,:] - U[:,None,:])**2 # M x M x Q b_bold_denomi = SIGMA_S_trf[None,:,:] + SIGMA_S_trf[:,None,:] # M x M x Q sum_SIGMA_S_U = SIGMA_S_trf * U # M x Q b_bold = (sum_SIGMA_S_U[None,:,:] + sum_SIGMA_S_U[:,None,:])/b_bold_denomi # M x M x Q B = (lengthscale_trf**2)[None,None,:]/b_bold_denomi # M x M x Q inv_B = 1/B # M x M x Q U_EEPhiTPhi = (lengthscale_trf**2)[None,None,:]*(SIGMA_S_trf[None,:,:]**-1 + SIGMA_S_trf[:,None,:]**-1) # M x M x Q norm_EEPhiTPhi_U_temp = lengthscale_trf[None,None,:]**2/((SIGMA_S_trf[None,:,:] * SIGMA_S_trf[:,None,:]) * U_EEPhiTPhi)**0.5 # M x M x Q Z_n_U_EEPhiTPhi = np.exp(-0.5 * (u_EEPhiTPhi/U_EEPhiTPhi).sum(2)) # M x M inv_B_b_bold = inv_B * b_bold # M x M x Q inv_SIGMA_trf_MU = inv_SIGMA_trf * MU # N x Q EPhiTPhi = np.zeros((M,M)) loop = np.int64(-1) def EPhiTPhi_loop_i(loop, EPhiTPhi, MU, SIGMA_trf, inv_SIGMA_trf, inv_SIGMA_trf_MU, inv_B, b_bold, inv_B_b_bold, B, MU_S_hat_minus, MU_S_hat_plus, big_sum_minus, big_sum_plus, norm_EEPhiTPhi_U_temp): loop = loop + 1 D_n = (inv_B + inv_SIGMA_trf[loop,:][None,None,:])**-1 # M x M x Q d_n = D_n * (inv_B_b_bold + inv_SIGMA_trf_MU[loop,:][None,None,:]) # M x M x Q W = B + SIGMA_trf[loop,:][None,None,:] # M x M x Q norm_EEPhiTPhi_U_W = (norm_EEPhiTPhi_U_temp/W**0.5).prod(2) # M x M % here we put det(U), det(W), because of numeric issues (prod(2) is huge for huge input-dimensions) Z_n_W = T.exp(-0.5 * ((b_bold - MU[loop,:][None,None,:])**2 / W).sum(2)) # M x M EPhiTPhi = EPhiTPhi + Z_n_W * norm_EEPhiTPhi_U_W * (T.exp(-0.5 * (MU_S_hat_minus**2 * D_n).sum(2)) * T.cos((MU_S_hat_minus * d_n).sum(2) + big_sum_minus) + T.exp(-0.5 * (MU_S_hat_plus**2 * D_n).sum(2)) * T.cos((MU_S_hat_plus * d_n).sum(2) + big_sum_plus)) # M x M return loop, EPhiTPhi result, _ = theano.scan(EPhiTPhi_loop_i, outputs_info = [loop, EPhiTPhi], n_steps = N, non_sequences = [MU, SIGMA_trf, inv_SIGMA_trf, inv_SIGMA_trf_MU, inv_B, b_bold, inv_B_b_bold, B, MU_S_hat_minus, MU_S_hat_plus, big_sum_minus, big_sum_plus, norm_EEPhiTPhi_U_temp]) EPhiTPhi_out = result[-1][-1] # M x M reg_EEPhiTPhi = (sf_trf**2/2) * Z_n_U_EEPhiTPhi * EPhiTPhi_out # M x M return reg_EEPhiTPhi def get_EPhi(self, lengthscale_trf, lengthscale_p_trf, sf_trf, S, MU, SIGMA_trf, U, b, N, M): # lengthscale_trf # Q # lengthscale_p_trf # Q # sf_trf # 1 # S # M x Q # MU # N x Q # SIGMA_trf # N x Q # U # M x Q # b # M # N # 1 # M # 1 S_hat = lengthscale_trf**-1 * S + 2 * np.pi * lengthscale_p_trf**-1 # M x D decay = T.exp(-0.5 * ((S_hat**2)[None,:, :] * SIGMA_trf[:, None, :]).sum(2)) # N x M x D cos_w = T.cos((S_hat[None,:, :] * (MU[:, None, :] - U[None, :, :])).sum(2) + b[None,:]) # N x M x D EPhi = (2 * sf_trf/M)**0.5 * decay * cos_w # N x M S_hat_U_b = -(S_hat * U).sum(1)[None,:] + b # M x M big_sum_minus = S_hat_U_b - S_hat_U_b.T # M x M big_sum_plus = S_hat_U_b + S_hat_U_b.T # M x M S_hat_minus = S_hat[None,:,:] - S_hat[:,None,:] # M x M x Q S_hat_plus = S_hat[None,:,:] + S_hat[:,None,:] # M x M x Q EPhiTPhi = np.zeros((M,M)) loop = np.int64(-1) def EPhiTPhi_loop(loop, EPhiTPhi, MU, SIGMA_trf, S_hat_minus, S_hat_plus, big_sum_minus, big_sum_plus): loop = loop + 1 EPhiTPhi = EPhiTPhi + T.exp(-0.5 * (S_hat_minus**2 * SIGMA_trf[loop,:][None, None, :]).sum(2)) * T.cos((S_hat_minus * MU[loop,:][None, None, :]).sum(2) + big_sum_minus) + T.exp(-0.5 * (S_hat_plus**2 * SIGMA_trf[loop,:][None, None, :]).sum(2)) * T.cos((S_hat_plus * MU[loop,:][None, None, :]).sum(2) + big_sum_plus) # M x M return loop, EPhiTPhi result, _ = theano.scan(EPhiTPhi_loop, outputs_info = [loop, EPhiTPhi], n_steps = N, non_sequences = [MU, SIGMA_trf, S_hat_minus, S_hat_plus, big_sum_minus, big_sum_plus]) EPhiTPhi_out = result[-1][-1] # M x M EPhiTPhi = (sf_trf/M) * EPhiTPhi_out # M x M return EPhi, EPhiTPhi def kernel_gauss(self, U, lengthscale_trf, lengthscale_p_trf, sf_trf): X_exp = U * lengthscale_trf**-1 # M x Q X_cos = U * lengthscale_p_trf**-1 # M x Q X_exp_product = (X_exp**2).sum(1) # M dquad = -2 * X_exp.dot(X_exp.T) + (X_exp_product.T)[None,:] + X_exp_product[:,None] # M x M dsub = (X_cos[None,:,:] - X_cos[:,None,:]).sum(2) # M x M K = sf_trf * T.exp(-1/2 * dquad) * T.cos(2 * np.pi * dsub) # M x M return K def get_opt_A(self, sn_trf, EPhiTPhi, XT_EPhi, K_MM): cholSigInv = sT.cholesky(EPhiTPhi + (sn_trf + 1e-6) * T.identity_like(K_MM)) cholK_MM = sT.cholesky(K_MM + 1e-6 * T.identity_like(K_MM)) invCholSigInv = sT.matrix_inverse(cholSigInv) invCholK_MM = sT.matrix_inverse(cholK_MM) InvSig = invCholSigInv.T.dot(invCholSigInv) InvK_MM = invCholK_MM.T.dot(invCholK_MM) Sig_EPhiT_X = InvSig.dot(XT_EPhi.T) return Sig_EPhiT_X, cholSigInv, cholK_MM, InvK_MM def get_model(self, lengthscale_trf, lengthscale_p_trf, sn_trf, sf_trf, S, MU, SIGMA_trf, U, b, X, Q, D, N, M): EPhi, EPhiTPhi = self.get_EPhi(lengthscale_trf, lengthscale_p_trf, sf_trf, S, MU, SIGMA_trf, U, b, N, M) EPhiTPhi_reg = self.reg_EPhi(lengthscale_trf, lengthscale_p_trf, sf_trf, S, MU, SIGMA_trf, U, b, N, M, D) K_MM = self.kernel_gauss(U, lengthscale_trf, lengthscale_p_trf, sf_trf) XT_EPhi = X.T.dot(EPhi) opt_A_mean, cholSigInv, cholK_MM, InvK_MM = self.get_opt_A(sn_trf, EPhiTPhi, XT_EPhi, K_MM) LL = - 0.5 * (D * ((N - M) * T.log(sn_trf) + N * np.log(2 * np.pi) + T.sum(2 * T.log(T.diag(cholSigInv))) + (N * sf_trf - T.sum(T.diag(InvK_MM.dot(EPhiTPhi_reg))))/sn_trf) + T.sum(X ** 2)/sn_trf - T.sum(opt_A_mean.T * XT_EPhi)/sn_trf) KL_X = - 0.5 * (T.log(2 * np.pi * SIGMA_trf) + 1).sum() + 0.5 * (np.log(2 * np.pi)) + 0.5 * (SIGMA_trf + MU**2).sum() return LL, KL_X
53.056995
335
0.550391
1680b7bb9ecdfe88e00723667cba86d577a85bab
1,900
py
Python
test_script/combine_json.py
warmchang/sieve
57c2fa7d773ee344d517794f53730548f574cd3f
[ "BSD-2-Clause" ]
null
null
null
test_script/combine_json.py
warmchang/sieve
57c2fa7d773ee344d517794f53730548f574cd3f
[ "BSD-2-Clause" ]
null
null
null
test_script/combine_json.py
warmchang/sieve
57c2fa7d773ee344d517794f53730548f574cd3f
[ "BSD-2-Clause" ]
null
null
null
import glob import json import time import os import sys def merge(result, patch): """ Recursive function to merge two dict """ for key in patch: if key not in result: result[key] = patch[key] else: if type(patch[key]) is not dict: print("ERROR: Duplicate config, overwriting") result[key] = patch[key] else: merge(result[key], patch[key]) if __name__ == "__main__": t = time.localtime() result_folder = sys.argv[1] controller = sys.argv[2] json_names = glob.glob( os.path.join(result_folder, "sieve_test_results/{}-*.json".format(controller)) ) generated_test_plans = glob.glob( os.path.join( result_folder, "log", controller, "*", "learn/learn-once/learn.yaml", "*", "*-test-plan-*.yaml", ) ) result = {} result["failed"] = [] for fname in json_names: with open(fname, "r") as in_json: patch = json.load(in_json) merge(result, patch) for test_plan in generated_test_plans: tokens = test_plan.split("/") workload_name = tokens[-6] expected_name = "{}-{}-{}.json".format( controller, workload_name, os.path.basename(test_plan), ) # print(test_plan) # print(expected_name) found = False for json_name in json_names: if json_name.endswith(expected_name): found = True if not found: result["failed"].append(test_plan) with open( "test-summary-{}-{}-{}-{}-{}.json".format( t.tm_year, t.tm_mon, t.tm_mday, t.tm_hour, t.tm_min ), "w", ) as merged: json.dump(result, merged, indent=4, sort_keys=True)
26.388889
86
0.525263
04f2cd4ee4ba0b9b653e1e5525ea1212aba94378
971
py
Python
daily_menu/daily_menu/urls.py
michalkvacek/at-chutna
bd34deaab62378d4f6598ac497de7a4a8bd41263
[ "MIT" ]
null
null
null
daily_menu/daily_menu/urls.py
michalkvacek/at-chutna
bd34deaab62378d4f6598ac497de7a4a8bd41263
[ "MIT" ]
null
null
null
daily_menu/daily_menu/urls.py
michalkvacek/at-chutna
bd34deaab62378d4f6598ac497de7a4a8bd41263
[ "MIT" ]
null
null
null
"""daily_menu URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/2.1/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name='home') Class-based views 1. Add an import: from other_app.views import Home 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home') Including another URLconf 1. Import the include() function: from django.urls import include, path 2. Add a URL to urlpatterns: path('blog/', include('blog.urls')) """ from django.contrib import admin from django.urls import path, include from django.conf import settings urlpatterns = [ path('admin/', admin.site.urls), path('', include('api.urls')), ] if settings.DEBUG: import debug_toolbar urlpatterns = [ path('__debug__/', include(debug_toolbar.urls)), ] + urlpatterns
32.366667
77
0.700309
4f2c7606ac59d17b9ed07015747a164ff779e630
57,626
py
Python
graph-to-graph/pydot.py
mbrcknl/graph-refine
78c74f18127db53606f18f775a5a50de86bc6b97
[ "BSD-2-Clause", "MIT" ]
6
2017-03-17T17:57:48.000Z
2019-12-28T13:03:23.000Z
graph-to-graph/pydot.py
myuluo/graph-refine
8924af0c61c3c863db7957e0ebac7ae1ceefad9d
[ "BSD-2-Clause", "MIT" ]
3
2020-04-07T09:15:55.000Z
2022-03-23T01:36:26.000Z
graph-to-graph/pydot.py
myuluo/graph-refine
8924af0c61c3c863db7957e0ebac7ae1ceefad9d
[ "BSD-2-Clause", "MIT" ]
7
2020-04-16T00:32:41.000Z
2022-03-09T05:25:23.000Z
# -*- coding: Latin-1 -*- # # SPDX-License-Identifier: MIT """Graphviz's dot language Python interface. This module provides with a full interface to create handle modify and process graphs in Graphviz's dot language. References: pydot Homepage: http://code.google.com/p/pydot/ Graphviz: http://www.graphviz.org/ DOT Language: http://www.graphviz.org/doc/info/lang.html Programmed and tested with Graphviz 2.26.3 and Python 2.6 on OSX 10.6.4 Copyright (c) 2005-2011 Ero Carrera <ero.carrera@gmail.com> Distributed under MIT license [http://opensource.org/licenses/mit-license.html]. """ __revision__ = "$LastChangedRevision: 28 $" __author__ = 'Ero Carrera' __version__ = '1.0.%d' % int( __revision__[21:-2] ) __license__ = 'MIT' import os import re import subprocess import tempfile import copy ''' try: import dot_parser except Exception, e: print "Couldn't import dot_parser, loading of dot files will not be possible." ''' GRAPH_ATTRIBUTES = set( ['Damping', 'K', 'URL', 'aspect', 'bb', 'bgcolor', 'center', 'charset', 'clusterrank', 'colorscheme', 'comment', 'compound', 'concentrate', 'defaultdist', 'dim', 'dimen', 'diredgeconstraints', 'dpi', 'epsilon', 'esep', 'fontcolor', 'fontname', 'fontnames', 'fontpath', 'fontsize', 'id', 'label', 'labeljust', 'labelloc', 'landscape', 'layers', 'layersep', 'layout', 'levels', 'levelsgap', 'lheight', 'lp', 'lwidth', 'margin', 'maxiter', 'mclimit', 'mindist', 'mode', 'model', 'mosek', 'nodesep', 'nojustify', 'normalize', 'nslimit', 'nslimit1', 'ordering', 'orientation', 'outputorder', 'overlap', 'overlap_scaling', 'pack', 'packmode', 'pad', 'page', 'pagedir', 'quadtree', 'quantum', 'rankdir', 'ranksep', 'ratio', 'remincross', 'repulsiveforce', 'resolution', 'root', 'rotate', 'searchsize', 'sep', 'showboxes', 'size', 'smoothing', 'sortv', 'splines', 'start', 'stylesheet', 'target', 'truecolor', 'viewport', 'voro_margin', # for subgraphs 'rank' ] ) EDGE_ATTRIBUTES = set( ['URL', 'arrowhead', 'arrowsize', 'arrowtail', 'color', 'colorscheme', 'comment', 'constraint', 'decorate', 'dir', 'edgeURL', 'edgehref', 'edgetarget', 'edgetooltip', 'fontcolor', 'fontname', 'fontsize', 'headURL', 'headclip', 'headhref', 'headlabel', 'headport', 'headtarget', 'headtooltip', 'href', 'id', 'label', 'labelURL', 'labelangle', 'labeldistance', 'labelfloat', 'labelfontcolor', 'labelfontname', 'labelfontsize', 'labelhref', 'labeltarget', 'labeltooltip', 'layer', 'len', 'lhead', 'lp', 'ltail', 'minlen', 'nojustify', 'penwidth', 'pos', 'samehead', 'sametail', 'showboxes', 'style', 'tailURL', 'tailclip', 'tailhref', 'taillabel', 'tailport', 'tailtarget', 'tailtooltip', 'target', 'tooltip', 'weight', 'rank' ] ) NODE_ATTRIBUTES = set( ['URL', 'color', 'colorscheme', 'comment', 'distortion', 'fillcolor', 'fixedsize', 'fontcolor', 'fontname', 'fontsize', 'group', 'height', 'id', 'image', 'imagescale', 'label', 'labelloc', 'layer', 'margin', 'nojustify', 'orientation', 'penwidth', 'peripheries', 'pin', 'pos', 'rects', 'regular', 'root', 'samplepoints', 'shape', 'shapefile', 'showboxes', 'sides', 'skew', 'sortv', 'style', 'target', 'tooltip', 'vertices', 'width', 'z', # The following are attributes dot2tex 'texlbl', 'texmode' ] ) CLUSTER_ATTRIBUTES = set( ['K', 'URL', 'bgcolor', 'color', 'colorscheme', 'fillcolor', 'fontcolor', 'fontname', 'fontsize', 'label', 'labeljust', 'labelloc', 'lheight', 'lp', 'lwidth', 'nojustify', 'pencolor', 'penwidth', 'peripheries', 'sortv', 'style', 'target', 'tooltip'] ) # # Extented version of ASPN's Python Cookbook Recipe: # Frozen dictionaries. # http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/414283 # # This version freezes dictionaries used as values within dictionaries. # class frozendict(dict): def _blocked_attribute(obj): raise AttributeError, "A frozendict cannot be modified." _blocked_attribute = property(_blocked_attribute) __delitem__ = __setitem__ = clear = _blocked_attribute pop = popitem = setdefault = update = _blocked_attribute def __new__(cls, *args, **kw): new = dict.__new__(cls) args_ = [] for arg in args: if isinstance(arg, dict): arg = copy.copy(arg) for k, v in arg.iteritems(): if isinstance(v, frozendict): arg[k] = v elif isinstance(v, dict): arg[k] = frozendict(v) elif isinstance(v, list): v_ = list() for elm in v: if isinstance(elm, dict): v_.append( frozendict(elm) ) else: v_.append( elm ) arg[k] = tuple(v_) args_.append( arg ) else: args_.append( arg ) dict.__init__(new, *args_, **kw) return new def __init__(self, *args, **kw): pass def __hash__(self): try: return self._cached_hash except AttributeError: h = self._cached_hash = hash(tuple(sorted(self.iteritems()))) return h def __repr__(self): return "frozendict(%s)" % dict.__repr__(self) dot_keywords = ['graph', 'subgraph', 'digraph', 'node', 'edge', 'strict'] id_re_alpha_nums = re.compile('^[_a-zA-Z][a-zA-Z0-9_,]*$', re.UNICODE) id_re_alpha_nums_with_ports = re.compile('^[_a-zA-Z][a-zA-Z0-9_,:\"]*[a-zA-Z0-9_,\"]+$', re.UNICODE) id_re_num = re.compile('^[0-9,]+$', re.UNICODE) id_re_with_port = re.compile('^([^:]*):([^:]*)$', re.UNICODE) id_re_dbl_quoted = re.compile('^\".*\"$', re.S|re.UNICODE) id_re_html = re.compile('^<.*>$', re.S|re.UNICODE) def needs_quotes( s ): """Checks whether a string is a dot language ID. It will check whether the string is solely composed by the characters allowed in an ID or not. If the string is one of the reserved keywords it will need quotes too but the user will need to add them manually. """ # If the name is a reserved keyword it will need quotes but pydot # can't tell when it's being used as a keyword or when it's simply # a name. Hence the user needs to supply the quotes when an element # would use a reserved keyword as name. This function will return # false indicating that a keyword string, if provided as-is, won't # need quotes. if s in dot_keywords: return False chars = [ord(c) for c in s if ord(c)>0x7f or ord(c)==0] if chars and not id_re_dbl_quoted.match(s) and not id_re_html.match(s): return True for test_re in [id_re_alpha_nums, id_re_num, id_re_dbl_quoted, id_re_html, id_re_alpha_nums_with_ports]: if test_re.match(s): return False m = id_re_with_port.match(s) if m: return needs_quotes(m.group(1)) or needs_quotes(m.group(2)) return True def quote_if_necessary(s): if isinstance(s, bool): if s is True: return 'True' return 'False' if not isinstance( s, basestring ): return s if not s: return s if needs_quotes(s): replace = {'"' : r'\"', "\n" : r'\n', "\r" : r'\r'} for (a,b) in replace.items(): s = s.replace(a, b) return '"' + s + '"' return s def graph_from_dot_data(data): """Load graph as defined by data in DOT format. The data is assumed to be in DOT format. It will be parsed and a Dot class will be returned, representing the graph. """ return dot_parser.parse_dot_data(data) def graph_from_dot_file(path): """Load graph as defined by a DOT file. The file is assumed to be in DOT format. It will be loaded, parsed and a Dot class will be returned, representing the graph. """ fd = file(path, 'rb') data = fd.read() fd.close() return graph_from_dot_data(data) def graph_from_edges(edge_list, node_prefix='', directed=False): """Creates a basic graph out of an edge list. The edge list has to be a list of tuples representing the nodes connected by the edge. The values can be anything: bool, int, float, str. If the graph is undirected by default, it is only calculated from one of the symmetric halves of the matrix. """ if directed: graph = Dot(graph_type='digraph') else: graph = Dot(graph_type='graph') for edge in edge_list: if isinstance(edge[0], str): src = node_prefix + edge[0] else: src = node_prefix + str(edge[0]) if isinstance(edge[1], str): dst = node_prefix + edge[1] else: dst = node_prefix + str(edge[1]) e = Edge( src, dst ) graph.add_edge(e) return graph def graph_from_adjacency_matrix(matrix, node_prefix= u'', directed=False): """Creates a basic graph out of an adjacency matrix. The matrix has to be a list of rows of values representing an adjacency matrix. The values can be anything: bool, int, float, as long as they can evaluate to True or False. """ node_orig = 1 if directed: graph = Dot(graph_type='digraph') else: graph = Dot(graph_type='graph') for row in matrix: if not directed: skip = matrix.index(row) r = row[skip:] else: skip = 0 r = row node_dest = skip+1 for e in r: if e: graph.add_edge( Edge( node_prefix + node_orig, node_prefix + node_dest) ) node_dest += 1 node_orig += 1 return graph def graph_from_incidence_matrix(matrix, node_prefix='', directed=False): """Creates a basic graph out of an incidence matrix. The matrix has to be a list of rows of values representing an incidence matrix. The values can be anything: bool, int, float, as long as they can evaluate to True or False. """ node_orig = 1 if directed: graph = Dot(graph_type='digraph') else: graph = Dot(graph_type='graph') for row in matrix: nodes = [] c = 1 for node in row: if node: nodes.append(c*node) c += 1 nodes.sort() if len(nodes) == 2: graph.add_edge( Edge( node_prefix + abs(nodes[0]), node_prefix + nodes[1] )) if not directed: graph.set_simplify(True) return graph def __find_executables(path): """Used by find_graphviz path - single directory as a string If any of the executables are found, it will return a dictionary containing the program names as keys and their paths as values. Otherwise returns None """ success = False progs = {'dot': '', 'twopi': '', 'neato': '', 'circo': '', 'fdp': '', 'sfdp': ''} was_quoted = False path = path.strip() if path.startswith('"') and path.endswith('"'): path = path[1:-1] was_quoted = True if os.path.isdir(path) : for prg in progs.iterkeys(): if progs[prg]: continue if os.path.exists( os.path.join(path, prg) ): if was_quoted: progs[prg] = '"' + os.path.join(path, prg) + '"' else: progs[prg] = os.path.join(path, prg) success = True elif os.path.exists( os.path.join(path, prg + '.exe') ): if was_quoted: progs[prg] = '"' + os.path.join(path, prg + '.exe') + '"' else: progs[prg] = os.path.join(path, prg + '.exe') success = True if success: return progs else: return None # The multi-platform version of this 'find_graphviz' function was # contributed by Peter Cock # def find_graphviz(): """Locate Graphviz's executables in the system. Tries three methods: First: Windows Registry (Windows only) This requires Mark Hammond's pywin32 is installed. Secondly: Search the path It will look for 'dot', 'twopi' and 'neato' in all the directories specified in the PATH environment variable. Thirdly: Default install location (Windows only) It will look for 'dot', 'twopi' and 'neato' in the default install location under the "Program Files" directory. It will return a dictionary containing the program names as keys and their paths as values. If this fails, it returns None. """ # Method 1 (Windows only) # if os.sys.platform == 'win32': HKEY_LOCAL_MACHINE = 0x80000002 KEY_QUERY_VALUE = 0x0001 RegOpenKeyEx = None RegQueryValueEx = None RegCloseKey = None try: import win32api, win32con RegOpenKeyEx = win32api.RegOpenKeyEx RegQueryValueEx = win32api.RegQueryValueEx RegCloseKey = win32api.RegCloseKey except ImportError: # Print a messaged suggesting they install these? # pass try: import ctypes def RegOpenKeyEx(key, subkey, opt, sam): result = ctypes.c_uint(0) ctypes.windll.advapi32.RegOpenKeyExA(key, subkey, opt, sam, ctypes.byref(result)) return result.value def RegQueryValueEx( hkey, valuename ): data_type = ctypes.c_uint(0) data_len = ctypes.c_uint(1024) data = ctypes.create_string_buffer( 1024 ) res = ctypes.windll.advapi32.RegQueryValueExA(hkey, valuename, 0, ctypes.byref(data_type), data, ctypes.byref(data_len)) return data.value RegCloseKey = ctypes.windll.advapi32.RegCloseKey except ImportError: # Print a messaged suggesting they install these? # pass if RegOpenKeyEx is not None: # Get the GraphViz install path from the registry # hkey = None potentialKeys = [ "SOFTWARE\\ATT\\Graphviz", "SOFTWARE\\AT&T Research Labs\\Graphviz", ] for potentialKey in potentialKeys: try: hkey = RegOpenKeyEx( HKEY_LOCAL_MACHINE, potentialKey, 0, KEY_QUERY_VALUE ) if hkey is not None: path = RegQueryValueEx( hkey, "InstallPath" ) RegCloseKey( hkey ) # The regitry variable might exist, left by old installations # but with no value, in those cases we keep searching... if not path: continue # Now append the "bin" subdirectory: # path = os.path.join(path, "bin") progs = __find_executables(path) if progs is not None : #print "Used Windows registry" return progs except Exception, excp: #raise excp pass else: break # Method 2 (Linux, Windows etc) # if os.environ.has_key('PATH'): for path in os.environ['PATH'].split(os.pathsep): progs = __find_executables(path) if progs is not None : #print "Used path" return progs # Method 3 (Windows only) # if os.sys.platform == 'win32': # Try and work out the equivalent of "C:\Program Files" on this # machine (might be on drive D:, or in a different language) # if os.environ.has_key('PROGRAMFILES'): # Note, we could also use the win32api to get this # information, but win32api may not be installed. path = os.path.join(os.environ['PROGRAMFILES'], 'ATT', 'GraphViz', 'bin') else: #Just in case, try the default... path = r"C:\Program Files\att\Graphviz\bin" progs = __find_executables(path) if progs is not None : #print "Used default install location" return progs for path in ( '/usr/bin', '/usr/local/bin', '/opt/local/bin', '/opt/bin', '/sw/bin', '/usr/share', '/Applications/Graphviz.app/Contents/MacOS/' ): progs = __find_executables(path) if progs is not None : #print "Used path" return progs # Failed to find GraphViz # return None class Common: """Common information to several classes. Should not be directly used, several classes are derived from this one. """ def __getstate__(self): dict = copy.copy(self.obj_dict) return dict def __setstate__(self, state): self.obj_dict = state def __get_attribute__(self, attr): """Look for default attributes for this node""" attr_val = self.obj_dict['attributes'].get(attr, None) if attr_val is None: # get the defaults for nodes/edges default_node_name = self.obj_dict['type'] # The defaults for graphs are set on a node named 'graph' if default_node_name in ('subgraph', 'digraph', 'cluster'): default_node_name = 'graph' g = self.get_parent_graph() if g is not None: defaults = g.get_node( default_node_name ) else: return None # Multiple defaults could be set by having repeated 'graph [...]' # 'node [...]', 'edge [...]' statements. In such case, if the # same attribute is set in different statements, only the first # will be returned. In order to get all, one would call the # get_*_defaults() methods and handle those. Or go node by node # (of the ones specifying defaults) and modify the attributes # individually. # if not isinstance(defaults, (list, tuple)): defaults = [defaults] for default in defaults: attr_val = default.obj_dict['attributes'].get(attr, None) if attr_val: return attr_val else: return attr_val return None def set_parent_graph(self, parent_graph): self.obj_dict['parent_graph'] = parent_graph def get_parent_graph(self): return self.obj_dict.get('parent_graph', None) def set(self, name, value): """Set an attribute value by name. Given an attribute 'name' it will set its value to 'value'. There's always the possibility of using the methods: set_'name'(value) which are defined for all the existing attributes. """ self.obj_dict['attributes'][name] = value def get(self, name): """Get an attribute value by name. Given an attribute 'name' it will get its value. There's always the possibility of using the methods: get_'name'() which are defined for all the existing attributes. """ return self.obj_dict['attributes'].get(name, None) def get_attributes(self): """""" return self.obj_dict['attributes'] def set_sequence(self, seq): self.obj_dict['sequence'] = seq def get_sequence(self): return self.obj_dict['sequence'] def create_attribute_methods(self, obj_attributes): #for attr in self.obj_dict['attributes']: for attr in obj_attributes: # Generate all the Setter methods. # self.__setattr__( 'set_'+attr, lambda x, a=attr : self.obj_dict['attributes'].__setitem__(a, x) ) # Generate all the Getter methods. # self.__setattr__('get_'+attr, lambda a=attr : self.__get_attribute__(a)) class Error(Exception): """General error handling class. """ def __init__(self, value): self.value = value def __str__(self): return self.value class InvocationException(Exception): """To indicate that a ploblem occurred while running any of the GraphViz executables. """ def __init__(self, value): self.value = value def __str__(self): return self.value class Node(object, Common): """A graph node. This class represents a graph's node with all its attributes. node(name, attribute=value, ...) name: node's name All the attributes defined in the Graphviz dot language should be supported. """ def __init__(self, name = '', obj_dict = None, **attrs): # # Nodes will take attributes of all other types because the defaults # for any GraphViz object are dealt with as if they were Node definitions # if obj_dict is not None: self.obj_dict = obj_dict else: self.obj_dict = dict() # Copy the attributes # self.obj_dict[ 'attributes' ] = dict( attrs ) self.obj_dict[ 'type' ] = 'node' self.obj_dict[ 'parent_graph' ] = None self.obj_dict[ 'parent_node_list' ] = None self.obj_dict[ 'sequence' ] = None # Remove the compass point # port = None if isinstance(name, basestring) and not name.startswith('"'): idx = name.find(':') if idx > 0 and idx+1 < len(name): name, port = name[:idx], name[idx:] if isinstance(name, (long, int)): name = str(name) self.obj_dict['name'] = quote_if_necessary( name ) self.obj_dict['port'] = port self.create_attribute_methods(NODE_ATTRIBUTES) def set_name(self, node_name): """Set the node's name.""" self.obj_dict['name'] = node_name def get_name(self): """Get the node's name.""" return self.obj_dict['name'] def get_port(self): """Get the node's port.""" return self.obj_dict['port'] def add_style(self, style): styles = self.obj_dict['attributes'].get('style', None) if not styles and style: styles = [ style ] else: styles = styles.split(',') styles.append( style ) self.obj_dict['attributes']['style'] = ','.join( styles ) def to_string(self): """Returns a string representation of the node in dot language. """ # RMF: special case defaults for node, edge and graph properties. # node = quote_if_necessary(self.obj_dict['name']) node_attr = list() for attr, value in self.obj_dict['attributes'].iteritems(): if value is not None: node_attr.append( '%s=%s' % (attr, quote_if_necessary(value) ) ) else: node_attr.append( attr ) # No point in having nodes setting any defaults if the don't set # any attributes... # if node in ('graph', 'node', 'edge') and len(node_attr) == 0: return '' node_attr = ', '.join(node_attr) if node_attr: node += ' [' + node_attr + ']' return node + ';' class Edge(object, Common ): """A graph edge. This class represents a graph's edge with all its attributes. edge(src, dst, attribute=value, ...) src: source node's name dst: destination node's name All the attributes defined in the Graphviz dot language should be supported. Attributes can be set through the dynamically generated methods: set_[attribute name], i.e. set_label, set_fontname or directly by using the instance's special dictionary: Edge.obj_dict['attributes'][attribute name], i.e. edge_instance.obj_dict['attributes']['label'] edge_instance.obj_dict['attributes']['fontname'] """ def __init__(self, src='', dst='', obj_dict=None, **attrs): if isinstance(src, (list, tuple)) and dst == '': src, dst = src if obj_dict is not None: self.obj_dict = obj_dict else: self.obj_dict = dict() # Copy the attributes # self.obj_dict[ 'attributes' ] = dict( attrs ) self.obj_dict[ 'type' ] = 'edge' self.obj_dict[ 'parent_graph' ] = None self.obj_dict[ 'parent_edge_list' ] = None self.obj_dict[ 'sequence' ] = None if isinstance(src, Node): src = src.get_name() if isinstance(dst, Node): dst = dst.get_name() points = ( quote_if_necessary( src) , quote_if_necessary( dst) ) self.obj_dict['points'] = points self.create_attribute_methods(EDGE_ATTRIBUTES) def get_source(self): """Get the edges source node name.""" return self.obj_dict['points'][0] def get_destination(self): """Get the edge's destination node name.""" return self.obj_dict['points'][1] def __hash__(self): return hash( hash(self.get_source()) + hash(self.get_destination()) ) def __eq__(self, edge): """Compare two edges. If the parent graph is directed, arcs linking node A to B are considered equal and A->B != B->A If the parent graph is undirected, any edge connecting two nodes is equal to any other edge connecting the same nodes, A->B == B->A """ if not isinstance(edge, Edge): raise Error, "Can't compare and edge to a non-edge object." if self.get_parent_graph().get_top_graph_type() == 'graph': # If the graph is undirected, the edge has neither # source nor destination. # if ( ( self.get_source() == edge.get_source() and self.get_destination() == edge.get_destination() ) or ( edge.get_source() == self.get_destination() and edge.get_destination() == self.get_source() ) ): return True else: if self.get_source()==edge.get_source() and self.get_destination()==edge.get_destination() : return True return False def parse_node_ref(self, node_str): if not isinstance(node_str, str): return node_str if node_str.startswith('"') and node_str.endswith('"'): return node_str node_port_idx = node_str.rfind(':') if node_port_idx>0 and node_str[0]=='"' and node_str[node_port_idx-1]=='"': return node_str if node_port_idx>0: a = node_str[:node_port_idx] b = node_str[node_port_idx+1:] node = quote_if_necessary(a) node += ':'+quote_if_necessary(b) return node return node_str def to_string(self): """Returns a string representation of the edge in dot language. """ src = self.parse_node_ref( self.get_source() ) dst = self.parse_node_ref( self.get_destination() ) if isinstance(src, frozendict): edge = [ Subgraph(obj_dict=src).to_string() ] elif isinstance(src, (int, long)): edge = [ str(src) ] else: edge = [ src ] if (self.get_parent_graph() and self.get_parent_graph().get_top_graph_type() and self.get_parent_graph().get_top_graph_type() == 'digraph' ): edge.append( '->' ) else: edge.append( '--' ) if isinstance(dst, frozendict): edge.append( Subgraph(obj_dict=dst).to_string() ) elif isinstance(dst, (int, long)): edge.append( str(dst) ) else: edge.append( dst ) edge_attr = list() for attr, value in self.obj_dict['attributes'].iteritems(): if value is not None: edge_attr.append( '%s=%s' % (attr, quote_if_necessary(value) ) ) else: edge_attr.append( attr ) edge_attr = ', '.join(edge_attr) if edge_attr: edge.append( ' [' + edge_attr + ']' ) return ' '.join(edge) + ';' class Graph(object, Common): """Class representing a graph in Graphviz's dot language. This class implements the methods to work on a representation of a graph in Graphviz's dot language. graph( graph_name='G', graph_type='digraph', strict=False, suppress_disconnected=False, attribute=value, ...) graph_name: the graph's name graph_type: can be 'graph' or 'digraph' suppress_disconnected: defaults to False, which will remove from the graph any disconnected nodes. simplify: if True it will avoid displaying equal edges, i.e. only one edge between two nodes. removing the duplicated ones. All the attributes defined in the Graphviz dot language should be supported. Attributes can be set through the dynamically generated methods: set_[attribute name], i.e. set_size, set_fontname or using the instance's attributes: Graph.obj_dict['attributes'][attribute name], i.e. graph_instance.obj_dict['attributes']['label'] graph_instance.obj_dict['attributes']['fontname'] """ def __init__(self, graph_name='G', obj_dict=None, graph_type='digraph', strict=False, suppress_disconnected=False, simplify=False, **attrs): if obj_dict is not None: self.obj_dict = obj_dict else: self.obj_dict = dict() self.obj_dict['attributes'] = dict(attrs) if graph_type not in ['graph', 'digraph']: raise Error, 'Invalid type "%s". Accepted graph types are: graph, digraph, subgraph' % graph_type self.obj_dict['name'] = quote_if_necessary(graph_name) self.obj_dict['type'] = graph_type self.obj_dict['strict'] = strict self.obj_dict['suppress_disconnected'] = suppress_disconnected self.obj_dict['simplify'] = simplify self.obj_dict['current_child_sequence'] = 1 self.obj_dict['nodes'] = dict() self.obj_dict['edges'] = dict() self.obj_dict['subgraphs'] = dict() self.set_parent_graph(self) self.create_attribute_methods(GRAPH_ATTRIBUTES) def get_graph_type(self): return self.obj_dict['type'] def get_top_graph_type(self): parent = self while True: parent_ = parent.get_parent_graph() if parent_ == parent: break parent = parent_ return parent.obj_dict['type'] def set_graph_defaults(self, **attrs): self.add_node( Node('graph', **attrs) ) def get_graph_defaults(self, **attrs): graph_nodes = self.get_node('graph') if isinstance( graph_nodes, (list, tuple)): return [ node.get_attributes() for node in graph_nodes ] return graph_nodes.get_attributes() def set_node_defaults(self, **attrs): self.add_node( Node('node', **attrs) ) def get_node_defaults(self, **attrs): graph_nodes = self.get_node('node') if isinstance( graph_nodes, (list, tuple)): return [ node.get_attributes() for node in graph_nodes ] return graph_nodes.get_attributes() def set_edge_defaults(self, **attrs): self.add_node( Node('edge', **attrs) ) def get_edge_defaults(self, **attrs): graph_nodes = self.get_node('edge') if isinstance( graph_nodes, (list, tuple)): return [ node.get_attributes() for node in graph_nodes ] return graph_nodes.get_attributes() def set_simplify(self, simplify): """Set whether to simplify or not. If True it will avoid displaying equal edges, i.e. only one edge between two nodes. removing the duplicated ones. """ self.obj_dict['simplify'] = simplify def get_simplify(self): """Get whether to simplify or not. Refer to set_simplify for more information. """ return self.obj_dict['simplify'] def set_type(self, graph_type): """Set the graph's type, 'graph' or 'digraph'.""" self.obj_dict['type'] = graph_type def get_type(self): """Get the graph's type, 'graph' or 'digraph'.""" return self.obj_dict['type'] def set_name(self, graph_name): """Set the graph's name.""" self.obj_dict['name'] = graph_name def get_name(self): """Get the graph's name.""" return self.obj_dict['name'] def set_strict(self, val): """Set graph to 'strict' mode. This option is only valid for top level graphs. """ self.obj_dict['strict'] = val def get_strict(self, val): """Get graph's 'strict' mode (True, False). This option is only valid for top level graphs. """ return self.obj_dict['strict'] def set_suppress_disconnected(self, val): """Suppress disconnected nodes in the output graph. This option will skip nodes in the graph with no incoming or outgoing edges. This option works also for subgraphs and has effect only in the current graph/subgraph. """ self.obj_dict['suppress_disconnected'] = val def get_suppress_disconnected(self, val): """Get if suppress disconnected is set. Refer to set_suppress_disconnected for more information. """ return self.obj_dict['suppress_disconnected'] def get_next_sequence_number(self): seq = self.obj_dict['current_child_sequence'] self.obj_dict['current_child_sequence'] += 1 return seq def add_node(self, graph_node): """Adds a node object to the graph. It takes a node object as its only argument and returns None. """ if not isinstance(graph_node, Node): raise TypeError('add_node() received a non node class object: ' + str(graph_node)) node = self.get_node(graph_node.get_name()) if not node: self.obj_dict['nodes'][graph_node.get_name()] = [ graph_node.obj_dict ] #self.node_dict[graph_node.get_name()] = graph_node.attributes graph_node.set_parent_graph(self.get_parent_graph()) else: self.obj_dict['nodes'][graph_node.get_name()].append( graph_node.obj_dict ) graph_node.set_sequence(self.get_next_sequence_number()) def del_node(self, name, index=None): """Delete a node from the graph. Given a node's name all node(s) with that same name will be deleted if 'index' is not specified or set to None. If there are several nodes with that same name and 'index' is given, only the node in that position will be deleted. 'index' should be an integer specifying the position of the node to delete. If index is larger than the number of nodes with that name, no action is taken. If nodes are deleted it returns True. If no action is taken it returns False. """ if isinstance(name, Node): name = name.get_name() if self.obj_dict['nodes'].has_key(name): if index is not None and index < len(self.obj_dict['nodes'][name]): del self.obj_dict['nodes'][name][index] return True else: del self.obj_dict['nodes'][name] return True return False def get_node(self, name): """Retrieve a node from the graph. Given a node's name the corresponding Node instance will be returned. If one or more nodes exist with that name a list of Node instances is returned. An empty list is returned otherwise. """ match = list() if self.obj_dict['nodes'].has_key(name): match.extend( [ Node( obj_dict = obj_dict ) for obj_dict in self.obj_dict['nodes'][name] ]) return match def get_nodes(self): """Get the list of Node instances.""" return self.get_node_list() def get_node_list(self): """Get the list of Node instances. This method returns the list of Node instances composing the graph. """ node_objs = list() for node, obj_dict_list in self.obj_dict['nodes'].iteritems(): node_objs.extend( [ Node( obj_dict = obj_d ) for obj_d in obj_dict_list ] ) return node_objs def add_edge(self, graph_edge): """Adds an edge object to the graph. It takes a edge object as its only argument and returns None. """ if not isinstance(graph_edge, Edge): raise TypeError('add_edge() received a non edge class object: ' + str(graph_edge)) edge_points = ( graph_edge.get_source(), graph_edge.get_destination() ) if self.obj_dict['edges'].has_key(edge_points): edge_list = self.obj_dict['edges'][edge_points] edge_list.append(graph_edge.obj_dict) else: self.obj_dict['edges'][edge_points] = [ graph_edge.obj_dict ] graph_edge.set_sequence( self.get_next_sequence_number() ) graph_edge.set_parent_graph( self.get_parent_graph() ) def del_edge(self, src_or_list, dst=None, index=None): """Delete an edge from the graph. Given an edge's (source, destination) node names all matching edges(s) will be deleted if 'index' is not specified or set to None. If there are several matching edges and 'index' is given, only the edge in that position will be deleted. 'index' should be an integer specifying the position of the edge to delete. If index is larger than the number of matching edges, no action is taken. If edges are deleted it returns True. If no action is taken it returns False. """ if isinstance( src_or_list, (list, tuple)): if dst is not None and isinstance(dst, (int, long)): index = dst src, dst = src_or_list else: src, dst = src_or_list, dst if isinstance(src, Node): src = src.get_name() if isinstance(dst, Node): dst = dst.get_name() if self.obj_dict['edges'].has_key( (src, dst) ): if index is not None and index < len(self.obj_dict['edges'][(src, dst)]): del self.obj_dict['edges'][(src, dst)][index] return True else: del self.obj_dict['edges'][(src, dst)] return True return False def get_edge(self, src_or_list, dst=None): """Retrieved an edge from the graph. Given an edge's source and destination the corresponding Edge instance(s) will be returned. If one or more edges exist with that source and destination a list of Edge instances is returned. An empty list is returned otherwise. """ if isinstance( src_or_list, (list, tuple)) and dst is None: edge_points = tuple(src_or_list) edge_points_reverse = (edge_points[1], edge_points[0]) else: edge_points = (src_or_list, dst) edge_points_reverse = (dst, src_or_list) match = list() if self.obj_dict['edges'].has_key( edge_points ) or ( self.get_top_graph_type() == 'graph' and self.obj_dict['edges'].has_key( edge_points_reverse )): edges_obj_dict = self.obj_dict['edges'].get( edge_points, self.obj_dict['edges'].get( edge_points_reverse, None )) for edge_obj_dict in edges_obj_dict: match.append( Edge( edge_points[0], edge_points[1], obj_dict = edge_obj_dict ) ) return match def get_edges(self): return self.get_edge_list() def get_edge_list(self): """Get the list of Edge instances. This method returns the list of Edge instances composing the graph. """ edge_objs = list() for edge, obj_dict_list in self.obj_dict['edges'].iteritems(): edge_objs.extend( [ Edge( obj_dict = obj_d ) for obj_d in obj_dict_list ] ) return edge_objs def add_subgraph(self, sgraph): """Adds an subgraph object to the graph. It takes a subgraph object as its only argument and returns None. """ if not isinstance(sgraph, Subgraph) and not isinstance(sgraph, Cluster): raise TypeError('add_subgraph() received a non subgraph class object:' + str(sgraph)) if self.obj_dict['subgraphs'].has_key(sgraph.get_name()): sgraph_list = self.obj_dict['subgraphs'][ sgraph.get_name() ] sgraph_list.append( sgraph.obj_dict ) else: self.obj_dict['subgraphs'][ sgraph.get_name() ] = [ sgraph.obj_dict ] sgraph.set_sequence( self.get_next_sequence_number() ) sgraph.set_parent_graph( self.get_parent_graph() ) def get_subgraph(self, name): """Retrieved a subgraph from the graph. Given a subgraph's name the corresponding Subgraph instance will be returned. If one or more subgraphs exist with the same name, a list of Subgraph instances is returned. An empty list is returned otherwise. """ match = list() if self.obj_dict['subgraphs'].has_key( name ): sgraphs_obj_dict = self.obj_dict['subgraphs'].get( name ) for obj_dict_list in sgraphs_obj_dict: #match.extend( Subgraph( obj_dict = obj_d ) for obj_d in obj_dict_list ) match.append( Subgraph( obj_dict = obj_dict_list ) ) return match def get_subgraphs(self): return self.get_subgraph_list() def get_subgraph_list(self): """Get the list of Subgraph instances. This method returns the list of Subgraph instances in the graph. """ sgraph_objs = list() for sgraph, obj_dict_list in self.obj_dict['subgraphs'].iteritems(): sgraph_objs.extend( [ Subgraph( obj_dict = obj_d ) for obj_d in obj_dict_list ] ) return sgraph_objs def set_parent_graph(self, parent_graph): self.obj_dict['parent_graph'] = parent_graph for obj_list in self.obj_dict['nodes'].itervalues(): for obj in obj_list: obj['parent_graph'] = parent_graph for obj_list in self.obj_dict['edges'].itervalues(): for obj in obj_list: obj['parent_graph'] = parent_graph for obj_list in self.obj_dict['subgraphs'].itervalues(): for obj in obj_list: Graph(obj_dict=obj).set_parent_graph(parent_graph) def to_string(self): """Returns a string representation of the graph in dot language. It will return the graph and all its subelements in string from. """ graph = list() if self.obj_dict.get('strict', None) is not None: if self==self.get_parent_graph() and self.obj_dict['strict']: graph.append('strict ') if self.obj_dict['name'] == '': if 'show_keyword' in self.obj_dict and self.obj_dict['show_keyword']: graph.append( 'subgraph {\n' ) else: graph.append( '{\n' ) else: graph.append( '%s %s {\n' % (self.obj_dict['type'], self.obj_dict['name']) ) for attr in self.obj_dict['attributes'].iterkeys(): if self.obj_dict['attributes'].get(attr, None) is not None: val = self.obj_dict['attributes'].get(attr) if val is not None: graph.append( '%s=%s' % (attr, quote_if_necessary(val)) ) else: graph.append( attr ) graph.append( ';\n' ) edges_done = set() edge_obj_dicts = list() for e in self.obj_dict['edges'].itervalues(): edge_obj_dicts.extend(e) if edge_obj_dicts: edge_src_set, edge_dst_set = zip( *[obj['points'] for obj in edge_obj_dicts] ) edge_src_set, edge_dst_set = set(edge_src_set), set(edge_dst_set) else: edge_src_set, edge_dst_set = set(), set() node_obj_dicts = list() for e in self.obj_dict['nodes'].itervalues(): node_obj_dicts.extend(e) sgraph_obj_dicts = list() for sg in self.obj_dict['subgraphs'].itervalues(): sgraph_obj_dicts.extend(sg) obj_list = [ (obj['sequence'], obj) for obj in (edge_obj_dicts + node_obj_dicts + sgraph_obj_dicts) ] obj_list.sort() for idx, obj in obj_list: if obj['type'] == 'node': node = Node(obj_dict=obj) if self.obj_dict.get('suppress_disconnected', False): if (node.get_name() not in edge_src_set and node.get_name() not in edge_dst_set): continue graph.append( node.to_string()+'\n' ) elif obj['type'] == 'edge': edge = Edge(obj_dict=obj) if self.obj_dict.get('simplify', False) and edge in edges_done: continue graph.append( edge.to_string() + '\n' ) edges_done.add(edge) else: sgraph = Subgraph(obj_dict=obj) graph.append( sgraph.to_string()+'\n' ) graph.append( '}\n' ) return ''.join(graph) class Subgraph(Graph): """Class representing a subgraph in Graphviz's dot language. This class implements the methods to work on a representation of a subgraph in Graphviz's dot language. subgraph(graph_name='subG', suppress_disconnected=False, attribute=value, ...) graph_name: the subgraph's name suppress_disconnected: defaults to false, which will remove from the subgraph any disconnected nodes. All the attributes defined in the Graphviz dot language should be supported. Attributes can be set through the dynamically generated methods: set_[attribute name], i.e. set_size, set_fontname or using the instance's attributes: Subgraph.obj_dict['attributes'][attribute name], i.e. subgraph_instance.obj_dict['attributes']['label'] subgraph_instance.obj_dict['attributes']['fontname'] """ # RMF: subgraph should have all the attributes of graph so it can be passed # as a graph to all methods # def __init__(self, graph_name='', obj_dict=None, suppress_disconnected=False, simplify=False, **attrs): Graph.__init__(self, graph_name=graph_name, obj_dict=obj_dict, suppress_disconnected=suppress_disconnected, simplify=simplify, **attrs) if obj_dict is None: self.obj_dict['type'] = 'subgraph' class Cluster(Graph): """Class representing a cluster in Graphviz's dot language. This class implements the methods to work on a representation of a cluster in Graphviz's dot language. cluster(graph_name='subG', suppress_disconnected=False, attribute=value, ...) graph_name: the cluster's name (the string 'cluster' will be always prepended) suppress_disconnected: defaults to false, which will remove from the cluster any disconnected nodes. All the attributes defined in the Graphviz dot language should be supported. Attributes can be set through the dynamically generated methods: set_[attribute name], i.e. set_color, set_fontname or using the instance's attributes: Cluster.obj_dict['attributes'][attribute name], i.e. cluster_instance.obj_dict['attributes']['label'] cluster_instance.obj_dict['attributes']['fontname'] """ def __init__(self, graph_name='subG', obj_dict=None, suppress_disconnected=False, simplify=False, **attrs): Graph.__init__(self, graph_name=graph_name, obj_dict=obj_dict, suppress_disconnected=suppress_disconnected, simplify=simplify, **attrs) if obj_dict is None: self.obj_dict['type'] = 'subgraph' self.obj_dict['name'] = 'cluster_'+graph_name self.create_attribute_methods(CLUSTER_ATTRIBUTES) class Dot(Graph): """A container for handling a dot language file. This class implements methods to write and process a dot language file. It is a derived class of the base class 'Graph'. """ def __init__(self, *argsl, **argsd): Graph.__init__(self, *argsl, **argsd) self.shape_files = list() self.progs = None self.formats = ['canon', 'cmap', 'cmapx', 'cmapx_np', 'dia', 'dot', 'fig', 'gd', 'gd2', 'gif', 'hpgl', 'imap', 'imap_np', 'ismap', 'jpe', 'jpeg', 'jpg', 'mif', 'mp', 'pcl', 'pdf', 'pic', 'plain', 'plain-ext', 'png', 'ps', 'ps2', 'svg', 'svgz', 'vml', 'vmlz', 'vrml', 'vtx', 'wbmp', 'xdot', 'xlib' ] self.prog = 'dot' # Automatically creates all the methods enabling the creation # of output in any of the supported formats. for frmt in self.formats: self.__setattr__( 'create_'+frmt, lambda f=frmt, prog=self.prog : self.create(format=f, prog=prog)) f = self.__dict__['create_'+frmt] f.__doc__ = '''Refer to the docstring accompanying the 'create' method for more information.''' for frmt in self.formats+['raw']: self.__setattr__( 'write_'+frmt, lambda path, f=frmt, prog=self.prog : self.write(path, format=f, prog=prog)) f = self.__dict__['write_'+frmt] f.__doc__ = '''Refer to the docstring accompanying the 'write' method for more information.''' def __getstate__(self): dict = copy.copy(self.obj_dict) return dict def __setstate__(self, state): self.obj_dict = state def set_shape_files(self, file_paths): """Add the paths of the required image files. If the graph needs graphic objects to be used as shapes or otherwise those need to be in the same folder as the graph is going to be rendered from. Alternatively the absolute path to the files can be specified when including the graphics in the graph. The files in the location pointed to by the path(s) specified as arguments to this method will be copied to the same temporary location where the graph is going to be rendered. """ if isinstance( file_paths, basestring ): self.shape_files.append( file_paths ) if isinstance( file_paths, (list, tuple) ): self.shape_files.extend( file_paths ) def set_prog(self, prog): """Sets the default program. Sets the default program in charge of processing the dot file into a graph. """ self.prog = prog def set_graphviz_executables(self, paths): """This method allows to manually specify the location of the GraphViz executables. The argument to this method should be a dictionary where the keys are as follows: {'dot': '', 'twopi': '', 'neato': '', 'circo': '', 'fdp': ''} and the values are the paths to the corresponding executable, including the name of the executable itself. """ self.progs = paths def write(self, path, prog=None, format='raw'): """Writes a graph to a file. Given a filename 'path' it will open/create and truncate such file and write on it a representation of the graph defined by the dot object and in the format specified by 'format'. The format 'raw' is used to dump the string representation of the Dot object, without further processing. The output can be processed by any of graphviz tools, defined in 'prog', which defaults to 'dot' Returns True or False according to the success of the write operation. There's also the preferred possibility of using: write_'format'(path, prog='program') which are automatically defined for all the supported formats. [write_ps(), write_gif(), write_dia(), ...] """ if prog is None: prog = self.prog dot_fd = file(path, "w+b") if format == 'raw': data = self.to_string() if isinstance(data, basestring): if not isinstance(data, unicode): try: data = unicode(data, 'utf-8') except: pass try: data = data.encode('utf-8') except: pass dot_fd.write(data) else: dot_fd.write(self.create(prog, format)) dot_fd.close() return True def create(self, prog=None, format='ps'): """Creates and returns a Postscript representation of the graph. create will write the graph to a temporary dot file and process it with the program given by 'prog' (which defaults to 'twopi'), reading the Postscript output and returning it as a string is the operation is successful. On failure None is returned. There's also the preferred possibility of using: create_'format'(prog='program') which are automatically defined for all the supported formats. [create_ps(), create_gif(), create_dia(), ...] If 'prog' is a list instead of a string the fist item is expected to be the program name, followed by any optional command-line arguments for it: [ 'twopi', '-Tdot', '-s10' ] """ if prog is None: prog = self.prog if isinstance(prog, (list, tuple)): prog, args = prog[0], prog[1:] else: args = [] if self.progs is None: self.progs = find_graphviz() if self.progs is None: raise InvocationException( 'GraphViz\'s executables not found' ) if not self.progs.has_key(prog): raise InvocationException( 'GraphViz\'s executable "%s" not found' % prog ) if not os.path.exists( self.progs[prog] ) or not os.path.isfile( self.progs[prog] ): raise InvocationException( 'GraphViz\'s executable "%s" is not a file or doesn\'t exist' % self.progs[prog] ) tmp_fd, tmp_name = tempfile.mkstemp() os.close(tmp_fd) self.write(tmp_name) tmp_dir = os.path.dirname(tmp_name ) # For each of the image files... # for img in self.shape_files: # Get its data # f = file(img, 'rb') f_data = f.read() f.close() # And copy it under a file with the same name in the temporary directory # f = file( os.path.join( tmp_dir, os.path.basename(img) ), 'wb' ) f.write(f_data) f.close() cmdline = [self.progs[prog], '-T'+format, tmp_name] + args p = subprocess.Popen( cmdline, cwd=tmp_dir, stderr=subprocess.PIPE, stdout=subprocess.PIPE) stderr = p.stderr stdout = p.stdout stdout_output = list() while True: data = stdout.read() if not data: break stdout_output.append(data) stdout.close() stdout_output = ''.join(stdout_output) if not stderr.closed: stderr_output = list() while True: data = stderr.read() if not data: break stderr_output.append(data) stderr.close() if stderr_output: stderr_output = ''.join(stderr_output) #pid, status = os.waitpid(p.pid, 0) status = p.wait() if status != 0 : raise InvocationException( 'Program terminated with status: %d. stderr follows: %s' % ( status, stderr_output) ) elif stderr_output: print stderr_output # For each of the image files... # for img in self.shape_files: # remove it # os.unlink( os.path.join( tmp_dir, os.path.basename(img) ) ) os.unlink(tmp_name) return stdout_output
28.248039
115
0.582376
9d3a9e004280740c4d8ff8381f4384536b31ecff
26,103
py
Python
pyramid/tests/test_integration.py
danielpronych/pyramid-doxygen
ad95a8c151c2c4e029e03aed2feda2993380f36f
[ "BSD-2-Clause" ]
null
null
null
pyramid/tests/test_integration.py
danielpronych/pyramid-doxygen
ad95a8c151c2c4e029e03aed2feda2993380f36f
[ "BSD-2-Clause" ]
null
null
null
pyramid/tests/test_integration.py
danielpronych/pyramid-doxygen
ad95a8c151c2c4e029e03aed2feda2993380f36f
[ "BSD-2-Clause" ]
null
null
null
# -*- coding: utf-8 -*- import datetime import locale import os import unittest from pyramid.wsgi import wsgiapp from pyramid.view import view_config from pyramid.static import static_view from pyramid.compat import ( text_, url_quote, ) from zope.interface import Interface # 5 years from now (more or less) fiveyrsfuture = datetime.datetime.utcnow() + datetime.timedelta(5*365) defaultlocale = locale.getdefaultlocale()[1] class INothing(Interface): pass @view_config(for_=INothing) @wsgiapp def wsgiapptest(environ, start_response): """ """ return '123' class WGSIAppPlusViewConfigTests(unittest.TestCase): def test_it(self): from venusian import ATTACH_ATTR import types self.assertTrue(getattr(wsgiapptest, ATTACH_ATTR)) self.assertTrue(type(wsgiapptest) is types.FunctionType) context = DummyContext() request = DummyRequest() result = wsgiapptest(context, request) self.assertEqual(result, '123') def test_scanned(self): from pyramid.interfaces import IRequest from pyramid.interfaces import IView from pyramid.interfaces import IViewClassifier from pyramid.config import Configurator from pyramid.tests import test_integration config = Configurator() config.scan(test_integration) config.commit() reg = config.registry view = reg.adapters.lookup( (IViewClassifier, IRequest, INothing), IView, name='') self.assertEqual(view.__original_view__, wsgiapptest) class IntegrationBase(object): root_factory = None package = None def setUp(self): from pyramid.config import Configurator config = Configurator(root_factory=self.root_factory, package=self.package) config.include(self.package) app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) self.config = config def tearDown(self): self.config.end() here = os.path.dirname(__file__) class StaticAppBase(IntegrationBase): def test_basic(self): res = self.testapp.get('/minimal.txt', status=200) _assertBody(res.body, os.path.join(here, 'fixtures/minimal.txt')) def test_hidden(self): res = self.testapp.get('/static/.hiddenfile', status=200) _assertBody(res.body, os.path.join(here, 'fixtures/static/.hiddenfile')) if defaultlocale is not None: # These tests are expected to fail on LANG=C systems due to decode # errors and on non-Linux systems due to git highchar handling # vagaries def test_highchars_in_pathelement(self): path = os.path.join( here, text_('fixtures/static/héhé/index.html', 'utf-8')) pathdir = os.path.dirname(path) body = b'<html>hehe</html>\n' try: os.makedirs(pathdir) with open(path, 'wb') as fp: fp.write(body) url = url_quote('/static/héhé/index.html') res = self.testapp.get(url, status=200) self.assertEqual(res.body, body) finally: os.unlink(path) os.rmdir(pathdir) def test_highchars_in_filename(self): path = os.path.join( here, text_('fixtures/static/héhé.html', 'utf-8')) body = b'<html>hehe file</html>\n' with open(path, 'wb') as fp: fp.write(body) try: url = url_quote('/static/héhé.html') res = self.testapp.get(url, status=200) self.assertEqual(res.body, body) finally: os.unlink(path) def test_not_modified(self): self.testapp.extra_environ = { 'HTTP_IF_MODIFIED_SINCE':httpdate(fiveyrsfuture)} res = self.testapp.get('/minimal.txt', status=304) self.assertEqual(res.body, b'') def test_file_in_subdir(self): fn = os.path.join(here, 'fixtures/static/index.html') res = self.testapp.get('/static/index.html', status=200) _assertBody(res.body, fn) def test_directory_noslash_redir(self): res = self.testapp.get('/static', status=301) self.assertEqual(res.headers['Location'], 'http://localhost/static/') def test_directory_noslash_redir_preserves_qs(self): res = self.testapp.get('/static?a=1&b=2', status=301) self.assertEqual(res.headers['Location'], 'http://localhost/static/?a=1&b=2') def test_directory_noslash_redir_with_scriptname(self): self.testapp.extra_environ = {'SCRIPT_NAME':'/script_name'} res = self.testapp.get('/static', status=301) self.assertEqual(res.headers['Location'], 'http://localhost/script_name/static/') def test_directory_withslash(self): fn = os.path.join(here, 'fixtures/static/index.html') res = self.testapp.get('/static/', status=200) _assertBody(res.body, fn) def test_range_inclusive(self): self.testapp.extra_environ = {'HTTP_RANGE':'bytes=1-2'} res = self.testapp.get('/static/index.html', status=206) self.assertEqual(res.body, b'ht') def test_range_tilend(self): self.testapp.extra_environ = {'HTTP_RANGE':'bytes=-5'} res = self.testapp.get('/static/index.html', status=206) self.assertEqual(res.body, b'html>') def test_range_notbytes(self): self.testapp.extra_environ = {'HTTP_RANGE':'kHz=-5'} res = self.testapp.get('/static/index.html', status=200) _assertBody(res.body, os.path.join(here, 'fixtures/static/index.html')) def test_range_multiple(self): res = self.testapp.get('/static/index.html', [('HTTP_RANGE', 'bytes=10-11,11-12')], status=200) _assertBody(res.body, os.path.join(here, 'fixtures/static/index.html')) def test_range_oob(self): self.testapp.extra_environ = {'HTTP_RANGE':'bytes=1000-1002'} self.testapp.get('/static/index.html', status=416) def test_notfound(self): self.testapp.get('/static/wontbefound.html', status=404) def test_oob_dotdotslash(self): self.testapp.get('/static/../../test_integration.py', status=404) def test_oob_dotdotslash_encoded(self): self.testapp.get('/static/%2E%2E%2F/test_integration.py', status=404) def test_oob_slash(self): self.testapp.get('/%2F/test_integration.py', status=404) class TestEventOnlySubscribers(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.eventonly' def test_sendfoo(self): res = self.testapp.get('/sendfoo', status=200) self.assertEqual(sorted(res.body.split()), [b'foo', b'fooyup']) def test_sendfoobar(self): res = self.testapp.get('/sendfoobar', status=200) self.assertEqual(sorted(res.body.split()), [b'foobar', b'foobar2', b'foobaryup', b'foobaryup2']) class TestStaticAppUsingAbsPath(StaticAppBase, unittest.TestCase): package = 'pyramid.tests.pkgs.static_abspath' class TestStaticAppUsingAssetSpec(StaticAppBase, unittest.TestCase): package = 'pyramid.tests.pkgs.static_assetspec' class TestStaticAppNoSubpath(unittest.TestCase): staticapp = static_view(os.path.join(here, 'fixtures'), use_subpath=False) def _makeRequest(self, extra): from pyramid.request import Request from io import BytesIO kw = {'PATH_INFO':'', 'SCRIPT_NAME':'', 'SERVER_NAME':'localhost', 'SERVER_PORT':'80', 'REQUEST_METHOD':'GET', 'wsgi.version':(1,0), 'wsgi.url_scheme':'http', 'wsgi.input':BytesIO()} kw.update(extra) request = Request(kw) return request def test_basic(self): request = self._makeRequest({'PATH_INFO':'/minimal.txt'}) context = DummyContext() result = self.staticapp(context, request) self.assertEqual(result.status, '200 OK') _assertBody(result.body, os.path.join(here, 'fixtures/minimal.txt')) class TestStaticAppWithRoutePrefix(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.static_routeprefix' def test_includelevel1(self): res = self.testapp.get('/static/minimal.txt', status=200) _assertBody(res.body, os.path.join(here, 'fixtures/minimal.txt')) def test_includelevel2(self): res = self.testapp.get('/prefix/static/index.html', status=200) _assertBody(res.body, os.path.join(here, 'fixtures/static/index.html')) class TestFixtureApp(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.fixtureapp' def test_another(self): res = self.testapp.get('/another.html', status=200) self.assertEqual(res.body, b'fixture') def test_root(self): res = self.testapp.get('/', status=200) self.assertEqual(res.body, b'fixture') def test_dummyskin(self): self.testapp.get('/dummyskin.html', status=404) def test_error(self): res = self.testapp.get('/error.html', status=200) self.assertEqual(res.body, b'supressed') def test_protected(self): self.testapp.get('/protected.html', status=403) class TestStaticPermApp(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.staticpermapp' root_factory = 'pyramid.tests.pkgs.staticpermapp:RootFactory' def test_allowed(self): result = self.testapp.get('/allowed/index.html', status=200) _assertBody(result.body, os.path.join(here, 'fixtures/static/index.html')) def test_denied_via_acl_global_root_factory(self): self.testapp.extra_environ = {'REMOTE_USER':'bob'} self.testapp.get('/protected/index.html', status=403) def test_allowed_via_acl_global_root_factory(self): self.testapp.extra_environ = {'REMOTE_USER':'fred'} result = self.testapp.get('/protected/index.html', status=200) _assertBody(result.body, os.path.join(here, 'fixtures/static/index.html')) def test_denied_via_acl_local_root_factory(self): self.testapp.extra_environ = {'REMOTE_USER':'fred'} self.testapp.get('/factory_protected/index.html', status=403) def test_allowed_via_acl_local_root_factory(self): self.testapp.extra_environ = {'REMOTE_USER':'bob'} result = self.testapp.get('/factory_protected/index.html', status=200) _assertBody(result.body, os.path.join(here, 'fixtures/static/index.html')) class TestCCBug(IntegrationBase, unittest.TestCase): # "unordered" as reported in IRC by author of # http://labs.creativecommons.org/2010/01/13/cc-engine-and-web-non-frameworks/ package = 'pyramid.tests.pkgs.ccbugapp' def test_rdf(self): res = self.testapp.get('/licenses/1/v1/rdf', status=200) self.assertEqual(res.body, b'rdf') def test_juri(self): res = self.testapp.get('/licenses/1/v1/juri', status=200) self.assertEqual(res.body, b'juri') class TestHybridApp(IntegrationBase, unittest.TestCase): # make sure views registered for a route "win" over views registered # without one, even though the context of the non-route view may # be more specific than the route view. package = 'pyramid.tests.pkgs.hybridapp' def test_root(self): res = self.testapp.get('/', status=200) self.assertEqual(res.body, b'global') def test_abc(self): res = self.testapp.get('/abc', status=200) self.assertEqual(res.body, b'route') def test_def(self): res = self.testapp.get('/def', status=200) self.assertEqual(res.body, b'route2') def test_ghi(self): res = self.testapp.get('/ghi', status=200) self.assertEqual(res.body, b'global') def test_jkl(self): self.testapp.get('/jkl', status=404) def test_mno(self): self.testapp.get('/mno', status=404) def test_pqr_global2(self): res = self.testapp.get('/pqr/global2', status=200) self.assertEqual(res.body, b'global2') def test_error(self): res = self.testapp.get('/error', status=200) self.assertEqual(res.body, b'supressed') def test_error2(self): res = self.testapp.get('/error2', status=200) self.assertEqual(res.body, b'supressed2') def test_error_sub(self): res = self.testapp.get('/error_sub', status=200) self.assertEqual(res.body, b'supressed2') class TestRestBugApp(IntegrationBase, unittest.TestCase): # test bug reported by delijati 2010/2/3 (http://pastebin.com/d4cc15515) package = 'pyramid.tests.pkgs.restbugapp' def test_it(self): res = self.testapp.get('/pet', status=200) self.assertEqual(res.body, b'gotten') class TestForbiddenAppHasResult(IntegrationBase, unittest.TestCase): # test that forbidden exception has ACLDenied result attached package = 'pyramid.tests.pkgs.forbiddenapp' def test_it(self): res = self.testapp.get('/x', status=403) message, result = [x.strip() for x in res.body.split(b'\n')] self.assertTrue(message.endswith(b'failed permission check')) self.assertTrue( result.startswith(b"ACLDenied permission 'private' via ACE " b"'<default deny>' in ACL " b"'<No ACL found on any object in resource " b"lineage>' on context")) self.assertTrue( result.endswith(b"for principals ['system.Everyone']")) class TestViewDecoratorApp(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.viewdecoratorapp' def test_first(self): res = self.testapp.get('/first', status=200) self.assertTrue(b'OK' in res.body) def test_second(self): res = self.testapp.get('/second', status=200) self.assertTrue(b'OK2' in res.body) class TestNotFoundView(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.notfoundview' def test_it(self): res = self.testapp.get('/wontbefound', status=200) self.assertTrue(b'generic_notfound' in res.body) res = self.testapp.get('/bar', status=302) self.assertEqual(res.location, 'http://localhost/bar/') res = self.testapp.get('/bar/', status=200) self.assertTrue(b'OK bar' in res.body) res = self.testapp.get('/foo', status=302) self.assertEqual(res.location, 'http://localhost/foo/') res = self.testapp.get('/foo/', status=200) self.assertTrue(b'OK foo2' in res.body) res = self.testapp.get('/baz', status=200) self.assertTrue(b'baz_notfound' in res.body) class TestForbiddenView(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.forbiddenview' def test_it(self): res = self.testapp.get('/foo', status=200) self.assertTrue(b'foo_forbidden' in res.body) res = self.testapp.get('/bar', status=200) self.assertTrue(b'generic_forbidden' in res.body) class TestViewPermissionBug(IntegrationBase, unittest.TestCase): # view_execution_permitted bug as reported by Shane at http://lists.repoze.org/pipermail/repoze-dev/2010-October/003603.html package = 'pyramid.tests.pkgs.permbugapp' def test_test(self): res = self.testapp.get('/test', status=200) self.assertTrue(b'ACLDenied' in res.body) def test_x(self): self.testapp.get('/x', status=403) class TestDefaultViewPermissionBug(IntegrationBase, unittest.TestCase): # default_view_permission bug as reported by Wiggy at http://lists.repoze.org/pipermail/repoze-dev/2010-October/003602.html package = 'pyramid.tests.pkgs.defpermbugapp' def test_x(self): res = self.testapp.get('/x', status=403) self.assertTrue(b'failed permission check' in res.body) def test_y(self): res = self.testapp.get('/y', status=403) self.assertTrue(b'failed permission check' in res.body) def test_z(self): res = self.testapp.get('/z', status=200) self.assertTrue(b'public' in res.body) from pyramid.tests.pkgs.exceptionviewapp.models import \ AnException, NotAnException excroot = {'anexception':AnException(), 'notanexception':NotAnException()} class TestExceptionViewsApp(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.exceptionviewapp' root_factory = lambda *arg: excroot def test_root(self): res = self.testapp.get('/', status=200) self.assertTrue(b'maybe' in res.body) def test_notanexception(self): res = self.testapp.get('/notanexception', status=200) self.assertTrue(b'no' in res.body) def test_anexception(self): res = self.testapp.get('/anexception', status=200) self.assertTrue(b'yes' in res.body) def test_route_raise_exception(self): res = self.testapp.get('/route_raise_exception', status=200) self.assertTrue(b'yes' in res.body) def test_route_raise_exception2(self): res = self.testapp.get('/route_raise_exception2', status=200) self.assertTrue(b'yes' in res.body) def test_route_raise_exception3(self): res = self.testapp.get('/route_raise_exception3', status=200) self.assertTrue(b'whoa' in res.body) def test_route_raise_exception4(self): res = self.testapp.get('/route_raise_exception4', status=200) self.assertTrue(b'whoa' in res.body) def test_raise_httpexception(self): res = self.testapp.get('/route_raise_httpexception', status=200) self.assertTrue(b'caught' in res.body) class TestConflictApp(unittest.TestCase): package = 'pyramid.tests.pkgs.conflictapp' def _makeConfig(self): from pyramid.config import Configurator config = Configurator() return config def test_autoresolved_view(self): config = self._makeConfig() config.include(self.package) app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) res = self.testapp.get('/') self.assertTrue(b'a view' in res.body) res = self.testapp.get('/route') self.assertTrue(b'route view' in res.body) def test_overridden_autoresolved_view(self): from pyramid.response import Response config = self._makeConfig() config.include(self.package) def thisview(request): return Response('this view') config.add_view(thisview) app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) res = self.testapp.get('/') self.assertTrue(b'this view' in res.body) def test_overridden_route_view(self): from pyramid.response import Response config = self._makeConfig() config.include(self.package) def thisview(request): return Response('this view') config.add_view(thisview, route_name='aroute') app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) res = self.testapp.get('/route') self.assertTrue(b'this view' in res.body) def test_nonoverridden_authorization_policy(self): config = self._makeConfig() config.include(self.package) app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) res = self.testapp.get('/protected', status=403) self.assertTrue(b'403 Forbidden' in res.body) def test_overridden_authorization_policy(self): config = self._makeConfig() config.include(self.package) from pyramid.testing import DummySecurityPolicy config.set_authorization_policy(DummySecurityPolicy('fred')) config.set_authentication_policy(DummySecurityPolicy(permissive=True)) app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) res = self.testapp.get('/protected', status=200) self.assertTrue('protected view' in res) class ImperativeIncludeConfigurationTest(unittest.TestCase): def setUp(self): from pyramid.config import Configurator config = Configurator() from pyramid.tests.pkgs.includeapp1.root import configure configure(config) app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) self.config = config def tearDown(self): self.config.end() def test_root(self): res = self.testapp.get('/', status=200) self.assertTrue(b'root' in res.body) def test_two(self): res = self.testapp.get('/two', status=200) self.assertTrue(b'two' in res.body) def test_three(self): res = self.testapp.get('/three', status=200) self.assertTrue(b'three' in res.body) class SelfScanAppTest(unittest.TestCase): def setUp(self): from pyramid.tests.test_config.pkgs.selfscan import main config = main() app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) self.config = config def tearDown(self): self.config.end() def test_root(self): res = self.testapp.get('/', status=200) self.assertTrue(b'root' in res.body) def test_two(self): res = self.testapp.get('/two', status=200) self.assertTrue(b'two' in res.body) class WSGIApp2AppTest(unittest.TestCase): def setUp(self): from pyramid.tests.pkgs.wsgiapp2app import main config = main() app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) self.config = config def tearDown(self): self.config.end() def test_hello(self): res = self.testapp.get('/hello', status=200) self.assertTrue(b'Hello' in res.body) class SubrequestAppTest(unittest.TestCase): def setUp(self): from pyramid.tests.pkgs.subrequestapp import main config = main() app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) self.config = config def tearDown(self): self.config.end() def test_one(self): res = self.testapp.get('/view_one', status=200) self.assertTrue(b'This came from view_two' in res.body) def test_three(self): res = self.testapp.get('/view_three', status=500) self.assertTrue(b'Bad stuff happened' in res.body) def test_five(self): res = self.testapp.get('/view_five', status=200) self.assertTrue(b'Value error raised' in res.body) class RendererScanAppTest(IntegrationBase, unittest.TestCase): package = 'pyramid.tests.pkgs.rendererscanapp' def test_root(self): res = self.testapp.get('/one', status=200) self.assertTrue(b'One!' in res.body) def test_two(self): res = self.testapp.get('/two', status=200) self.assertTrue(b'Two!' in res.body) def test_rescan(self): self.config.scan('pyramid.tests.pkgs.rendererscanapp') app = self.config.make_wsgi_app() from webtest import TestApp testapp = TestApp(app) res = testapp.get('/one', status=200) self.assertTrue(b'One!' in res.body) res = testapp.get('/two', status=200) self.assertTrue(b'Two!' in res.body) class AcceptContentTypeTest(unittest.TestCase): def setUp(self): def hello_view(request): return {'message': 'Hello!'} from pyramid.config import Configurator config = Configurator() config.add_route('hello', '/hello') config.add_view(hello_view, route_name='hello', accept='text/plain', renderer='string') config.add_view(hello_view, route_name='hello', accept='application/json', renderer='json') app = config.make_wsgi_app() from webtest import TestApp self.testapp = TestApp(app) def tearDown(self): import pyramid.config pyramid.config.global_registries.empty() def test_ordering(self): res = self.testapp.get('/hello', headers={'Accept': 'application/json; q=1.0, text/plain; q=0.9'}, status=200) self.assertEqual(res.content_type, 'application/json') res = self.testapp.get('/hello', headers={'Accept': 'text/plain; q=0.9, application/json; q=1.0'}, status=200) self.assertEqual(res.content_type, 'application/json') def test_wildcards(self): res = self.testapp.get('/hello', headers={'Accept': 'application/*'}, status=200) self.assertEqual(res.content_type, 'application/json') res = self.testapp.get('/hello', headers={'Accept': 'text/*'}, status=200) self.assertEqual(res.content_type, 'text/plain') class DummyContext(object): pass class DummyRequest: subpath = ('__init__.py',) traversed = None environ = {'REQUEST_METHOD':'GET', 'wsgi.version':(1,0)} def get_response(self, application): return application(None, None) def httpdate(ts): return ts.strftime("%a, %d %b %Y %H:%M:%S GMT") def read_(filename): with open(filename, 'rb') as fp: val = fp.read() return val def _assertBody(body, filename): if defaultlocale is None: # pragma: no cover # If system locale does not have an encoding then default to utf-8 filename = filename.encode('utf-8') # strip both \n and \r for windows body = body.replace(b'\r', b'') body = body.replace(b'\n', b'') data = read_(filename) data = data.replace(b'\r', b'') data = data.replace(b'\n', b'') assert(body == data)
37.183761
128
0.643719
a6e8a9370c5094456b40177c39c5db2650ffb535
2,276
py
Python
test_autogalaxy/cosmology/test_model.py
Jammy2211/PyAutoModel
02f54e71900de9ec12c9070dc00a4bd001b25afa
[ "MIT" ]
null
null
null
test_autogalaxy/cosmology/test_model.py
Jammy2211/PyAutoModel
02f54e71900de9ec12c9070dc00a4bd001b25afa
[ "MIT" ]
null
null
null
test_autogalaxy/cosmology/test_model.py
Jammy2211/PyAutoModel
02f54e71900de9ec12c9070dc00a4bd001b25afa
[ "MIT" ]
null
null
null
import pytest import autogalaxy as ag def test__planck15_Om0(planck15): planck15_Om0 = ag.cosmo.model.Planck15Om0() critical_surface_density = planck15.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) critical_surface_density_Om0 = planck15_Om0.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) assert critical_surface_density - critical_surface_density_Om0 < 1e-4 planck15_Om0 = ag.cosmo.model.Planck15Om0(Om0=0.5) critical_surface_density = planck15.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) critical_surface_density_Om0 = planck15_Om0.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) assert critical_surface_density - critical_surface_density_Om0 > 10.0 def test__planck15_flat_w(planck15): planck15_flat_w = ag.cosmo.model.Planck15FlatwCDM() critical_surface_density = planck15.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) critical_surface_density_flat_w = planck15_flat_w.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) assert critical_surface_density - critical_surface_density_flat_w < 1.0e-4 planck15_flat_w = ag.cosmo.model.Planck15FlatwCDM(Om0=0.1) critical_surface_density = planck15.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) critical_surface_density_flat_w = planck15_flat_w.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) assert critical_surface_density - critical_surface_density_flat_w > 10.0 planck15_flat_w = ag.cosmo.model.Planck15FlatwCDM(Om0=0.1, w0=-0.5) critical_surface_density = planck15.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) critical_surface_density_flat_w = planck15_flat_w.critical_surface_density_between_redshifts_from( redshift_0=0.1, redshift_1=1.0 ) assert critical_surface_density - critical_surface_density_flat_w > 10.0
32.514286
103
0.753076
d64a3117847c55dd10639f52f2d1eeef6ce718d3
6,724
py
Python
tests/python/pants_test/util/test_contextutil.py
dturner-tw/pants
3a04f2e46bf2b8fb0a7999c09e4ffdf9057ed33f
[ "Apache-2.0" ]
null
null
null
tests/python/pants_test/util/test_contextutil.py
dturner-tw/pants
3a04f2e46bf2b8fb0a7999c09e4ffdf9057ed33f
[ "Apache-2.0" ]
null
null
null
tests/python/pants_test/util/test_contextutil.py
dturner-tw/pants
3a04f2e46bf2b8fb0a7999c09e4ffdf9057ed33f
[ "Apache-2.0" ]
1
2019-06-10T17:24:34.000Z
2019-06-10T17:24:34.000Z
# coding=utf-8 # Copyright 2014 Pants project contributors (see CONTRIBUTORS.md). # Licensed under the Apache License, Version 2.0 (see LICENSE). from __future__ import (absolute_import, division, generators, nested_scopes, print_function, unicode_literals, with_statement) import os import shutil import subprocess import sys import unittest from pants.util.contextutil import (Timer, environment_as, open_zip, pushd, stdio_as, temporary_dir, temporary_file) class ContextutilTest(unittest.TestCase): def test_empty_environment(self): with environment_as(): pass def test_override_single_variable(self): with temporary_file() as output: # test that the override takes place with environment_as(HORK='BORK'): subprocess.Popen([sys.executable, '-c', 'import os; print(os.environ["HORK"])'], stdout=output).wait() output.seek(0) self.assertEquals('BORK\n', output.read()) # test that the variable is cleared with temporary_file() as new_output: subprocess.Popen([sys.executable, '-c', 'import os; print("HORK" in os.environ)'], stdout=new_output).wait() new_output.seek(0) self.assertEquals('False\n', new_output.read()) def test_environment_negation(self): with temporary_file() as output: with environment_as(HORK='BORK'): with environment_as(HORK=None): # test that the variable is cleared subprocess.Popen([sys.executable, '-c', 'import os; print("HORK" in os.environ)'], stdout=output).wait() output.seek(0) self.assertEquals('False\n', output.read()) def test_simple_pushd(self): pre_cwd = os.getcwd() with temporary_dir() as tempdir: with pushd(tempdir) as path: self.assertEquals(tempdir, path) self.assertEquals(os.path.realpath(tempdir), os.getcwd()) self.assertEquals(pre_cwd, os.getcwd()) self.assertEquals(pre_cwd, os.getcwd()) def test_nested_pushd(self): pre_cwd = os.getcwd() with temporary_dir() as tempdir1: with pushd(tempdir1) as path1: self.assertEquals(os.path.realpath(tempdir1), os.getcwd()) with temporary_dir(root_dir=tempdir1) as tempdir2: with pushd(tempdir2) as path2: self.assertEquals(os.path.realpath(tempdir2), os.getcwd()) self.assertEquals(os.path.realpath(tempdir1), os.getcwd()) self.assertEquals(os.path.realpath(tempdir1), os.getcwd()) self.assertEquals(pre_cwd, os.getcwd()) self.assertEquals(pre_cwd, os.getcwd()) def test_temporary_file_no_args(self): with temporary_file() as fp: self.assertTrue(os.path.exists(fp.name), 'Temporary file should exist within the context.') self.assertTrue(os.path.exists(fp.name) == False, 'Temporary file should not exist outside of the context.') def test_temporary_file_without_cleanup(self): with temporary_file(cleanup=False) as fp: self.assertTrue(os.path.exists(fp.name), 'Temporary file should exist within the context.') self.assertTrue(os.path.exists(fp.name), 'Temporary file should exist outside of context if cleanup=False.') os.unlink(fp.name) def test_temporary_file_within_other_dir(self): with temporary_dir() as path: with temporary_file(root_dir=path) as f: self.assertTrue(os.path.realpath(f.name).startswith(os.path.realpath(path)), 'file should be created in root_dir if specified.') def test_temporary_dir_no_args(self): with temporary_dir() as path: self.assertTrue(os.path.exists(path), 'Temporary dir should exist within the context.') self.assertTrue(os.path.isdir(path), 'Temporary dir should be a dir and not a file.') self.assertFalse(os.path.exists(path), 'Temporary dir should not exist outside of the context.') def test_temporary_dir_without_cleanup(self): with temporary_dir(cleanup=False) as path: self.assertTrue(os.path.exists(path), 'Temporary dir should exist within the context.') self.assertTrue(os.path.exists(path), 'Temporary dir should exist outside of context if cleanup=False.') shutil.rmtree(path) def test_temporary_dir_with_root_dir(self): with temporary_dir() as path1: with temporary_dir(root_dir=path1) as path2: self.assertTrue(os.path.realpath(path2).startswith(os.path.realpath(path1)), 'Nested temporary dir should be created within outer dir.') def test_timer(self): class FakeClock(object): def __init__(self): self._time = 0.0 def time(self): ret = self._time self._time += 0.0001 # Force a little time to elapse. return ret def sleep(self, duration): self._time += duration clock = FakeClock() # Note: to test with the real system clock, use this instead: # import time # clock = time with Timer(clock=clock) as t: self.assertLess(t.start, clock.time()) self.assertGreater(t.elapsed, 0) clock.sleep(0.1) self.assertGreater(t.elapsed, 0.1) clock.sleep(0.1) self.assertTrue(t.finish is None) self.assertGreater(t.elapsed, 0.2) self.assertLess(t.finish, clock.time()) def test_open_zipDefault(self): with temporary_dir() as tempdir: with open_zip(os.path.join(tempdir, 'test'), 'w') as zf: self.assertTrue(zf._allowZip64) def test_open_zipTrue(self): with temporary_dir() as tempdir: with open_zip(os.path.join(tempdir, 'test'), 'w', allowZip64=True) as zf: self.assertTrue(zf._allowZip64) def test_open_zipFalse(self): with temporary_dir() as tempdir: with open_zip(os.path.join(tempdir, 'test'), 'w', allowZip64=False) as zf: self.assertFalse(zf._allowZip64) def test_stdio_as(self): old_stdout, old_stderr, old_stdin = sys.stdout, sys.stderr, sys.stdin with stdio_as(stdout=1, stderr=2, stdin=3): self.assertEquals(sys.stdout, 1) self.assertEquals(sys.stderr, 2) self.assertEquals(sys.stdin, 3) self.assertEquals(sys.stdout, old_stdout) self.assertEquals(sys.stderr, old_stderr) self.assertEquals(sys.stdin, old_stdin) def test_stdio_as_stdin_default(self): old_stdout, old_stderr, old_stdin = sys.stdout, sys.stderr, sys.stdin with stdio_as(stdout=1, stderr=2): self.assertEquals(sys.stdout, 1) self.assertEquals(sys.stderr, 2) self.assertEquals(sys.stdin, old_stdin) self.assertEquals(sys.stdout, old_stdout) self.assertEquals(sys.stderr, old_stderr)
37.775281
100
0.674152
55e6a36a35dea42e8b1a9a12cac0fd42e73c1b3c
282
py
Python
mayan/apps/ocr/runtime.py
darrenflexxu/Mayan-EDMS
6707365bfacd137e625ddc1b990168012246fa07
[ "Apache-2.0" ]
null
null
null
mayan/apps/ocr/runtime.py
darrenflexxu/Mayan-EDMS
6707365bfacd137e625ddc1b990168012246fa07
[ "Apache-2.0" ]
5
2021-03-19T22:59:52.000Z
2022-03-12T00:13:16.000Z
mayan/apps/ocr/runtime.py
Sumit-Kumar-Jha/mayan
5b7ddeccf080b9e41cc1074c70e27dfe447be19f
[ "Apache-2.0" ]
1
2020-07-29T21:03:27.000Z
2020-07-29T21:03:27.000Z
from __future__ import unicode_literals from django.utils.module_loading import import_string from .settings import setting_ocr_backend, setting_ocr_backend_arguments ocr_backend = import_string( dotted_path=setting_ocr_backend.value )(**setting_ocr_backend_arguments.value)
28.2
72
0.861702
439c0eca1cb26c8b930b0560c63b48fd6ea73069
3,727
py
Python
src/eval.py
jangirrishabh/look-closer
91647b429a5e8f85fe29079035d4f51772df8382
[ "MIT" ]
15
2022-01-20T01:04:35.000Z
2022-01-29T09:30:50.000Z
src/eval.py
jangirrishabh/look-closer
91647b429a5e8f85fe29079035d4f51772df8382
[ "MIT" ]
1
2022-03-24T23:44:11.000Z
2022-03-27T21:59:24.000Z
src/eval.py
jangirrishabh/look-closer
91647b429a5e8f85fe29079035d4f51772df8382
[ "MIT" ]
1
2022-01-29T09:30:50.000Z
2022-01-29T09:30:50.000Z
import torch import torchvision import os import numpy as np import gym import utils from copy import deepcopy #from tqdm import tqdm from arguments import parse_args from env.wrappers import make_env from algorithms.factory import make_agent from video import VideoRecorder import augmentations import cv2 def evaluate(env, agent, video, num_episodes, L, step, test_env=False, use_wandb=False): episode_rewards = [] success_rate = [] for i in range(num_episodes): obs, state = env.reset() video.init(enabled=(i==0)) done = False episode_reward = 0 while not done: with torch.no_grad(), utils.eval_mode(agent): action = agent.select_action(obs, state) obs, state, reward, done, info = env.step(action) video.record(env) episode_reward += reward if 'is_success' in info: success = float(info['is_success']) success_rate.append(success) episode_rewards.append(episode_reward) return np.nanmean(episode_rewards), np.nanmean(success_rate) def main(args): seed_rewards, seed_success = [], [] for s in range(args.num_seeds): # Set seed utils.set_seed_everywhere(args.seed + s) if args.cameras==0: cameras=['third_person'] elif args.cameras==1: cameras=['first_person'] elif args.cameras==2: cameras = ['third_person', 'first_person'] # Initialize environments gym.logger.set_level(40) env = make_env( domain_name=args.domain_name, task_name=args.task_name, seed=args.seed+42, episode_length=args.episode_length, n_substeps=args.n_substeps, frame_stack=args.frame_stack, image_size=args.image_size, mode=args.eval_mode, cameras=cameras, #['third_person', 'first_person'] observation_type=args.observation_type, action_space=args.action_space, ) if args.eval_mode is not None else None dir_name = 'crossview_attention' # Create working directory work_dir = os.path.join(args.log_dir, args.domain_name+'_'+args.task_name, args.algorithm, args.exp_suffix, dir_name ,str(args.seed + s)) print('Working directory:', work_dir) model_dir = utils.make_dir(os.path.join(work_dir, 'model')) video_dir = utils.make_dir(os.path.join(work_dir, 'video')) if not os.path.exists(os.path.join(model_dir, str(args.train_steps)+'.pt')): print("Skipping evaluation for ", work_dir) continue video = VideoRecorder(video_dir if args.save_video else None, height=448, width=448) print("working IDR", work_dir, args.log_dir, args.domain_name+'_'+args.task_name, args.algorithm, args.exp_suffix) # Check if evaluation has already been run results_fp = os.path.join(work_dir, args.eval_mode+'.pt') assert not os.path.exists(results_fp), f'{args.eval_mode} results already exist for {work_dir}' # Prepare agent assert torch.cuda.is_available(), 'must have cuda enabled' print('Observations:', env.observation_space.shape) print('Action space:', f'{args.action_space} ({env.action_space.shape[0]})') print("STATE ", env.state_space_shape) agent = make_agent( obs_shape=env.observation_space.shape, state_shape=env.state_space_shape, action_shape=env.action_space.shape, args=args ) agent = torch.load(os.path.join(model_dir, str(args.train_steps)+'.pt')) agent.train(False) print(f'\nEvaluating {work_dir} for {args.eval_episodes} episodes (mode: {args.eval_mode})') reward, success_rate = evaluate(env, agent, video, args.eval_episodes, args.eval_mode, args.image_size) print('Reward:', int(reward)) print('Success Rate:', success_rate) seed_rewards.append(int(reward)) seed_success.append(success_rate) print('Average Reward over all the seeds:', int(np.nanmean(seed_rewards)), np.nanmean(seed_success)) if __name__ == '__main__': args = parse_args() main(args)
31.584746
139
0.739469
7c9a26712758be449f96c7354f4c0c28955bb85a
700
py
Python
demo/demo_app/celery.py
jlmadurga/listenclosely
d6df9110c3ed6fd337e0236cccbe4d931bf217b0
[ "BSD-3-Clause" ]
7
2016-01-25T15:15:54.000Z
2018-02-17T18:48:54.000Z
demo/demo_app/celery.py
jlmadurga/listenclosely
d6df9110c3ed6fd337e0236cccbe4d931bf217b0
[ "BSD-3-Clause" ]
3
2016-03-11T13:22:17.000Z
2017-10-18T13:28:39.000Z
demo/demo_app/celery.py
jlmadurga/listenclosely
d6df9110c3ed6fd337e0236cccbe4d931bf217b0
[ "BSD-3-Clause" ]
3
2016-12-08T17:12:35.000Z
2018-01-06T22:57:40.000Z
from __future__ import absolute_import import os from celery import Celery from django.conf import settings # set the default Django settings module for the 'celery' program. os.environ.setdefault("DJANGO_SETTINGS_MODULE", "demo_app.settings") app = Celery('listenclosely') # Using a string here means the worker will not have to # pickle the object when using Windows. app.config_from_object('django.conf:settings') app.autodiscover_tasks(lambda: settings.INSTALLED_APPS) import django django.setup() from listenclosely.celery import ListenCloselyAppStep app.steps['worker'].add(ListenCloselyAppStep) @app.task(bind=True) def debug_task(self): print('Request: {0!r}'.format(self.request))
28
68
0.797143
4f35f47ff4b0da2594c2c1aeb63b46f7236c3f9f
12,353
py
Python
tests/testflows/rbac/tests/syntax/create_row_policy.py
edani/ClickHouse
17a8a4e9664fabed5b370b37e148139ba698acf5
[ "Apache-2.0" ]
18
2021-05-29T01:12:33.000Z
2021-11-18T12:34:48.000Z
tests/testflows/rbac/tests/syntax/create_row_policy.py
edani/ClickHouse
17a8a4e9664fabed5b370b37e148139ba698acf5
[ "Apache-2.0" ]
1
2020-03-26T01:50:51.000Z
2020-03-26T01:50:51.000Z
tests/testflows/rbac/tests/syntax/create_row_policy.py
edani/ClickHouse
17a8a4e9664fabed5b370b37e148139ba698acf5
[ "Apache-2.0" ]
2
2021-07-13T06:42:45.000Z
2021-07-21T13:47:22.000Z
from contextlib import contextmanager from testflows.core import * import rbac.helper.errors as errors from rbac.requirements import * @TestFeature @Name("create row policy") @Args(format_description=False) def feature(self, node="clickhouse1"): """Check create row policy query syntax. ```sql CREATE [ROW] POLICY [IF NOT EXISTS | OR REPLACE] policy_name [ON CLUSTER cluster_name] ON [db.]table [AS {PERMISSIVE | RESTRICTIVE}] [FOR SELECT] [USING condition] [TO {role [,...] | ALL | ALL EXCEPT role [,...]}] ``` """ node = self.context.cluster.node(node) @contextmanager def cleanup(policy, on="default.foo"): try: with Given(f"I ensure the row policy does not already exist on {on}"): node.query(f"DROP ROW POLICY IF EXISTS {policy} ON {on}") yield finally: with Finally(f"I drop the row policy on {on}"): node.query(f"DROP ROW POLICY IF EXISTS {policy} ON {on}") def create_policy(policy, on="default.foo"): with Given(f"I ensure I do have policy {policy} on {on}"): node.query(f"CREATE ROW POLICY OR REPLACE {policy} ON {on}") try: with Given("I have a table and some roles"): node.query(f"CREATE TABLE default.foo (x UInt64, y String) Engine=Memory") node.query(f"CREATE ROLE role0") node.query(f"CREATE ROLE role1") with Scenario("I create row policy with no options", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy0"): with When("I create row policy"): node.query("CREATE ROW POLICY policy0 ON default.foo") with Scenario("I create row policy using short syntax with no options", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy1"): with When("I create row policy short form"): node.query("CREATE POLICY policy1 ON default.foo") with Scenario("I create row policy that already exists, throws exception", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): policy = "policy0" with cleanup(policy): create_policy(policy) with When(f"I create row policy {policy}"): exitcode, message = errors.cannot_insert_row_policy(name=f"{policy} ON default.foo") node.query(f"CREATE ROW POLICY {policy} ON default.foo", exitcode=exitcode, message=message) del policy with Scenario("I create row policy if not exists, policy does not exist", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_IfNotExists("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy2"): with When("I create row policy with if not exists"): node.query("CREATE ROW POLICY IF NOT EXISTS policy2 ON default.foo") with Scenario("I create row policy if not exists, policy does exist", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_IfNotExists("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): policy = "policy2" with cleanup(policy): create_policy(policy) with When(f"I create row policy {policy} with if not exists"): node.query(f"CREATE ROW POLICY IF NOT EXISTS {policy} ON default.foo") del policy with Scenario("I create row policy or replace, policy does not exist", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Replace("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy3"): with When("I create row policy with or replace"): node.query("CREATE ROW POLICY OR REPLACE policy3 ON default.foo") with Scenario("I create row policy or replace, policy does exist", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Replace("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): policy = "policy3" with cleanup(policy): create_policy(policy) with When(f"I create row policy {policy} with or replace"): node.query(f"CREATE ROW POLICY OR REPLACE {policy} ON default.foo") del policy with Scenario("I create row policy as permissive", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Access_Permissive("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy4"): with When("I create row policy as permissive"): node.query("CREATE ROW POLICY policy4 ON default.foo AS PERMISSIVE") with Scenario("I create row policy as restrictive", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Access_Restrictive("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy5"): with When("I create row policy as restrictive"): node.query("CREATE ROW POLICY policy5 ON default.foo AS RESTRICTIVE") with Scenario("I create row policy for select", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_ForSelect("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_Condition("1.0")]): with cleanup("policy6"): with When("I create row policy with for select"): node.query("CREATE ROW POLICY policy6 ON default.foo FOR SELECT USING x > 10") with Scenario("I create row policy using condition", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Condition("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy6"): with When("I create row policy with condition"): node.query("CREATE ROW POLICY policy6 ON default.foo USING x > 10") with Scenario("I create row policy assigned to one role", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy7"): with When("I create row policy for one role"): node.query("CREATE ROW POLICY policy7 ON default.foo TO role0") with Scenario("I create row policy to assign to role that does not exist, throws exception", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment("1.0")]): role = "role2" with cleanup("policy8a"): with Given(f"I drop {role} if it exists"): node.query(f"DROP ROLE IF EXISTS {role}") with Then(f"I create a row policy, assign to role {role}, which does not exist"): exitcode, message = errors.role_not_found_in_disk(name=role) node.query(f"CREATE ROW POLICY policy8a ON default.foo TO {role}", exitcode=exitcode, message=message) del role with Scenario("I create row policy to assign to all excpet role that does not exist, throws exception", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment("1.0")]): role = "role2" with cleanup("policy8a"): with Given(f"I drop {role} if it exists"): node.query(f"DROP ROLE IF EXISTS {role}") with Then(f"I create a row policy, assign to all except role {role}, which does not exist"): exitcode, message = errors.role_not_found_in_disk(name=role) node.query(f"CREATE ROW POLICY policy8a ON default.foo TO ALL EXCEPT {role}", exitcode=exitcode, message=message) del role with Scenario("I create row policy assigned to multiple roles", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy8b"): with When("I create row policy for multiple roles"): node.query("CREATE ROW POLICY policy8b ON default.foo TO role0, role1") with Scenario("I create row policy assigned to all", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_All("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy9"): with When("I create row policy for all"): node.query("CREATE ROW POLICY policy9 ON default.foo TO ALL") with Scenario("I create row policy assigned to all except one role", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_AllExcept("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy10"): with When("I create row policy for all except one"): node.query("CREATE ROW POLICY policy10 ON default.foo TO ALL EXCEPT role0") with Scenario("I create row policy assigned to all except multiple roles", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_AllExcept("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy11"): with When("I create row policy for all except multiple roles"): node.query("CREATE ROW POLICY policy11 ON default.foo TO ALL EXCEPT role0, role1") with Scenario("I create row policy assigned to none", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_Assignment_None("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with cleanup("policy11"): with When("I create row policy for none"): node.query("CREATE ROW POLICY policy11 ON default.foo TO NONE") with Scenario("I create row policy on cluster", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_OnCluster("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): try: with When("I run create row policy command on cluster"): node.query("CREATE ROW POLICY policy12 ON CLUSTER sharded_cluster ON default.foo") finally: with Finally("I drop the row policy from cluster"): node.query("DROP ROW POLICY IF EXISTS policy12 ON default.foo ON CLUSTER sharded_cluster") with Scenario("I create row policy on fake cluster, throws exception", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_OnCluster("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): with When("I run create row policy command"): exitcode, message = errors.cluster_not_found("fake_cluster") node.query("CREATE ROW POLICY policy13 ON CLUSTER fake_cluster ON default.foo", exitcode=exitcode, message=message) with Scenario("I create row policy on cluster after table", flags=TE, requirements=[ RQ_SRS_006_RBAC_RowPolicy_Create_OnCluster("1.0"), RQ_SRS_006_RBAC_RowPolicy_Create_On("1.0")]): try: with When("I run create row policy command on cluster"): node.query("CREATE ROW POLICY policy12 ON default.foo ON CLUSTER sharded_cluster") finally: with Finally("I drop the row policy from cluster"): node.query("DROP ROW POLICY IF EXISTS policy12 ON default.foo ON CLUSTER sharded_cluster") finally: with Finally("I drop the table and the roles"): node.query(f"DROP TABLE IF EXISTS default.foo") node.query(f"DROP ROLE IF EXISTS role0, role1")
54.902222
136
0.615235
da4d5a04e690c532a0a1d65bd78527ec520311d7
1,138
py
Python
spacy/lang/lb/stop_words.py
ghollah/spaCy
2d249a9502bfc5d3d2111165672d964b1eebe35e
[ "MIT" ]
null
null
null
spacy/lang/lb/stop_words.py
ghollah/spaCy
2d249a9502bfc5d3d2111165672d964b1eebe35e
[ "MIT" ]
null
null
null
spacy/lang/lb/stop_words.py
ghollah/spaCy
2d249a9502bfc5d3d2111165672d964b1eebe35e
[ "MIT" ]
null
null
null
# coding: utf8 from __future__ import unicode_literals STOP_WORDS = set(""" a à äis är ärt äert ären all allem alles alleguer als also am an anerefalls ass aus awer bei beim bis bis d' dach datt däin där dat de dee den deel deem deen deene déi den deng denger dem der dësem di dir do da dann domat dozou drop du duerch duerno e ee em een eent ë en ënner ëm ech eis eise eisen eiser eises eisereen esou een eng enger engem entweder et eréischt falls fir géint géif gëtt gët geet gi ginn gouf gouff goung hat haten hatt hätt hei hu huet hun hunn hiren hien hin hier hir jidderen jiddereen jiddwereen jiddereng jiddwerengen jo ins iech iwwer kann kee keen kënne kënnt kéng kéngen kéngem koum kuckt mam mat ma mä mech méi mécht meng menger mer mir muss nach nämmlech nämmelech näischt nawell nëmme nëmmen net nees nee no nu nom och oder ons onsen onser onsereen onst om op ouni säi säin schonn schonns si sid sie se sech seng senge sengem senger selwecht selwer sinn sollten souguer sou soss sot 't tëscht u un um virdrun vu vum vun wann war waren was wat wëllt weider wéi wéini wéinst wi wollt wou wouhin zanter ze zu zum zwar """.split())
5.342723
39
0.793497
f406ed67ae1bdba2a4daf5449d45d32d7cf9eabb
1,489
py
Python
bot.py
Boundarybreaker/FakeArtistBot
1bbb6bf82d1656430afe2a4ce3b9b553148fef04
[ "MIT" ]
null
null
null
bot.py
Boundarybreaker/FakeArtistBot
1bbb6bf82d1656430afe2a4ce3b9b553148fef04
[ "MIT" ]
null
null
null
bot.py
Boundarybreaker/FakeArtistBot
1bbb6bf82d1656430afe2a4ce3b9b553148fef04
[ "MIT" ]
null
null
null
import discord from discord import Message import random opted_in = [] class FakeArtBot(discord.Client): async def on_message(self, message: Message): if message.author == self.user: return if message.content.startswith('!fab optin'): opted_in.append(message.author) await message.channel.send('Opted in to Fake Artist Bot!') if message.content.startswith('!fab optout'): opted_in.remove(message.author) await message.channel.send('Opted out of Fake Artist Bot!') if message.content.startswith('!fab round '): prompt = message.content[len('!fab round '):] fake = random.choice(opted_in) while fake == message.author: fake = random.choice(opted_in) for author in opted_in: if author != fake and author != message.author: dm = author.dm_channel if dm is None: await author.create_dm() dm = author.dm_channel await dm.send('You are an artist! Your prompt is: ' + prompt) dm = fake.dm_channel if dm is None: await fake.create_dm() dm = fake.dm_channel await dm.send('You are the FAKE this round!') await message.channel.send('The prompt has been sent out!') client = FakeArtBot() client.run(open('tokensecret.txt').read())
36.317073
81
0.568838
c091cfda73913191860c821a391b26807b814dfc
1,581
py
Python
utils/parser/planet/expression_clusters.py
legumeinfo/CoNekT
709a4980cfa255cafd456b268e274db2b4b1f5fb
[ "MIT" ]
14
2018-08-20T03:07:21.000Z
2021-11-04T11:15:31.000Z
utils/parser/planet/expression_clusters.py
mutwil/CoNekT
f4a4496a87d14b15bcf587975b31a2edc24c6bf7
[ "MIT" ]
9
2018-07-17T15:30:47.000Z
2021-07-05T13:11:54.000Z
utils/parser/planet/expression_clusters.py
mutwil/CoNekT
f4a4496a87d14b15bcf587975b31a2edc24c6bf7
[ "MIT" ]
3
2019-08-05T09:16:34.000Z
2019-12-04T23:59:28.000Z
import csv class Parser: def __init__(self, ): self.clusters = {} def read_expression_clusters(self, network_file, cluster_file): """ Reads hrr and hcca file from the original PlaNet pipeline ids are based on line number starting with 0 ! :param network_file: path to the file with the network (hrr) :param cluster_file: path to the file with the clusters (hcca) :return: """ id_to_probe = {} # the network file is required for the mapping from numeric ids to gene ids with open(network_file) as csvfile: reader = csv.reader(csvfile, delimiter='\t') for probe_id, parts in enumerate(reader): # probe_id in this case is the line number (starting from zero) probe = parts[0] gene_id = parts[1] id_to_probe[probe_id] = {} id_to_probe[probe_id]['probe'] = probe id_to_probe[probe_id]['gene'] = gene_id with open(cluster_file) as csvfile: reader = csv.reader(csvfile, delimiter='\t') for parts in reader: probe_id = int(parts[0]) cluster_id = parts[1] if cluster_id not in self.clusters: self.clusters[cluster_id] = [] if probe_id in id_to_probe.keys(): self.clusters[cluster_id].append({'probe': id_to_probe[probe_id]['probe'], 'gene': id_to_probe[probe_id]['gene']})
35.133333
94
0.55408
5a68c241476a145f12b58ae741f299fdec973e29
933
py
Python
toontown/ai/DistributedPolarBearMgrAI.py
LittleNed/toontown-stride
1252a8f9a8816c1810106006d09c8bdfe6ad1e57
[ "Apache-2.0" ]
3
2020-01-02T08:43:36.000Z
2020-07-05T08:59:02.000Z
toontown/ai/DistributedPolarBearMgrAI.py
NoraTT/Historical-Commits-Project-Altis-Source
fe88e6d07edf418f7de6ad5b3d9ecb3d0d285179
[ "Apache-2.0" ]
null
null
null
toontown/ai/DistributedPolarBearMgrAI.py
NoraTT/Historical-Commits-Project-Altis-Source
fe88e6d07edf418f7de6ad5b3d9ecb3d0d285179
[ "Apache-2.0" ]
4
2019-06-20T23:45:23.000Z
2020-10-14T20:30:15.000Z
from direct.directnotify import DirectNotifyGlobal from direct.distributed.DistributedObjectAI import DistributedObjectAI from toontown.toon.ToonDNA import ToonDNA class DistributedPolarBearMgrAI(DistributedObjectAI): notify = DirectNotifyGlobal.directNotify.newCategory("DistributedPolarBearMgrAI") def requestPolarBearTransformation(self): avId = self.air.getAvatarIdFromSender() av = self.air.doId2do.get(avId) if not av: return if av.dna.getAnimal() == 'bear' and av.dna.headColor != 0x00: newDNA = ToonDNA() newDNA.makeFromNetString(av.getDNAString()) newDNA.headColor = 0x00 newDNA.armColor = 0x00 newDNA.legColor = 0x00 taskMgr.doMethodLater(1.0, lambda task: av.b_setDNAString(newDNA.makeNetString()), 'transform-%d' %avId) self.sendUpdate('doPolarBearTransformation', [avId])
42.409091
116
0.689175
590d8de8bf744cdfaa4d9f3f82d36a9864edf3bf
25,183
py
Python
python/handler.py
kgladstone/thesis
6e35fbd7c2cd08e868ce5c36cd64e8025c9e5f53
[ "BSD-3-Clause" ]
null
null
null
python/handler.py
kgladstone/thesis
6e35fbd7c2cd08e868ce5c36cd64e8025c9e5f53
[ "BSD-3-Clause" ]
null
null
null
python/handler.py
kgladstone/thesis
6e35fbd7c2cd08e868ce5c36cd64e8025c9e5f53
[ "BSD-3-Clause" ]
null
null
null
#!/usr/bin/env python """ Filename: handler.py Author: Keith Gladstone Description: This file is the heart of the program It handles all vehicle allocation and repositioning Contains trip_buffer, trip_location_hash_table, etc. """ import csv import sys from collections import deque from math import floor from vehicle import Vehicle import trip_ops import generic_ops import pixel_ops import demand_learning def local_demand_predictor(current_p, day, time_block, beliefs, local_demand_degree): '''Determines optimal cardinal direction to move vehicle.''' current_x, current_y = current_p directional_demand = [0, 0, 0, 0] # right, up, left, down target_pixel = [(current_x + 1, current_y), (current_x, current_y + 1), (current_x - 1, current_y), (current_x, current_y - 1)] superpixel = pixel_ops.get_superpixel_degree_n(current_p, local_demand_degree) for city_pixel, pixel_demand in beliefs.iteritems(): if city_pixel in superpixel: (pixel_x, pixel_y) = city_pixel demand_value = pixel_demand[generic_ops.get_day_code(day)][time_block][0] if pixel_x > current_x: directional_demand[0] += demand_value if pixel_y > current_y: directional_demand[1] += demand_value if pixel_x < current_x: directional_demand[2] += demand_value if pixel_y < current_y: directional_demand[3] += demand_value return target_pixel[max((v, i) for i, v in enumerate(directional_demand))[1]] def handle_empty_repositioning(vehicles_log, time, beliefs, local_demand_degree): '''Moves vehicle using LEVRS.''' time_block = generic_ops.get_time_block_from_time(time) day_of_week = generic_ops.get_day_of_week_from_time(time) empty_vehicles = list() for vehicle_id in vehicles_log: vehicle = vehicles_log[vehicle_id] last_pinged_time = vehicle.time_of_last_ping if last_pinged_time < time: empty_vehicles.append(vehicle) if len(empty_vehicles) == 0: return vehicles_log for empty_vehicle in empty_vehicles: current_loc = empty_vehicle.most_recently_pinged_location incremental_reposition = local_demand_predictor(\ current_loc, day_of_week, time_block, beliefs, local_demand_degree) vehicles_log[empty_vehicle.vehicle_id] = \ empty_vehicle.empty_reposition(time, incremental_reposition) return vehicles_log def initial_vehicle_log(trip_log, fleet_size): '''Create the initial vehicles_log.''' list_trip_log = generic_ops.list_from_dict(trip_log) first_n_trips = list_trip_log[:fleet_size] vehicles_log = dict() vehicle_id = 0 for trip_id, trip in first_n_trips: cumulative_person_miles = trip_ops.get_person_miles_of_joined_trip(trip_log, trip_id) cumulative_vehicle_miles = trip_ops.get_vehicle_miles_of_joined_trip(trip_log, trip_id) vehicle = Vehicle(\ vehicle_id, [trip.trip_id], 0, trip.dropoff_pixel, trip.dropoff_time, cumulative_person_miles, cumulative_vehicle_miles\ ) vehicles_log[vehicle_id] = vehicle vehicle_id += 1 return vehicles_log def find_best_common_origin_seq(trip_list, max_circuity, max_stops): '''Given a list of trips, find the best rideshared route.''' path = pixel_ops.hamilton_of_trip_list(trip_list)[1] distinct_stops = dict() origin_pixel = path[0][0] prev_destination = origin_pixel circuity_distance = 0 # Check if every trip in path meets the max circuity constraint and max stops constraint # If constraints are met then this should NOT return None for pair in path[1:]: destination_pixel = pair[0] distinct_stops[destination_pixel] = True if len(distinct_stops) > max_stops: return None direct_manhattan_distance = pixel_ops.manhattan_distance(origin_pixel, destination_pixel) circuity_distance += pixel_ops.manhattan_distance(prev_destination, destination_pixel) prev_destination = destination_pixel if direct_manhattan_distance != 0: ratio = 1.0 * circuity_distance / direct_manhattan_distance if ratio > max_circuity: return None return path[1:] def predispatched_trips(trip_log, trip_location_hash_table, pickup_pixel): '''Get the predispatched trips from a certain pickup_pixel.''' trip = list(trip_location_hash_table[pickup_pixel])[-1][1] return trip_ops.get_all_joined_trips(trip_log, trip.trip_id) def optimal_route(trip, trip_log, trip_location_hash_table, pickup_pixel, constraints): '''Get the optimal route of rideshared trips''' optimal_preorder = predispatched_trips( \ trip_log, trip_location_hash_table, pickup_pixel) optimal_preorder += [trip] optimal_order = find_best_common_origin_seq(optimal_preorder, constraints['max_circuity'], constraints['max_stops']) return optimal_order def sync_joined_trips(trip_log, trip_id, dispatch_time): '''Sync the data for rideshared trips.''' trip = trip_ops.get_trip(trip_log, trip_id) vehicle_id = trip.vehicle_id joined_trip_id = trip.joined_trip_id pickup_location = trip.pickup_pixel trip.pickup_time = dispatch_time time_elapsed = pixel_ops.time_of_travel(pickup_location, trip.dropoff_pixel) trip.dropoff_time = dispatch_time + time_elapsed # For each subsequent trip, update the time elapsed to reach destination # Update the vehicle id while True: joined_trip = trip_ops.get_trip(trip_log, joined_trip_id) time_elapsed += pixel_ops.time_of_travel(trip.dropoff_pixel, joined_trip.dropoff_pixel) joined_trip = joined_trip.set_actual_t(dispatch_time, dispatch_time + time_elapsed) joined_trip = joined_trip.set_vehicle(vehicle_id) trip_id = joined_trip_id joined_trip_id = joined_trip.joined_trip_id if joined_trip_id == trip_id: break return trip_log def send_vehicle_for_this_request(trip_log, trip_id, vehicle_info, vehicles_log, constraints): '''Assign vehicle to trip request.''' departure_delay = constraints['departure_delay'] assert(vehicle_info is not None), "Vehicle Info is None" vehicle_id = vehicle_info['vehicle_id'] time_delay = vehicle_info['time_delay'] # Update vehicle ID trip = trip_ops.get_trip(trip_log, trip_id) trip.vehicle_id = vehicle_id # Update trip's time delay trip = trip.increase_time_delay(max(time_delay, departure_delay)) # Update trip log trip_log[trip_id] = trip # Update vehicle log accordingly vehicles_log[vehicle_id].add_trip_to_schedule(trip) # this causes absurd scale return trip_log, vehicles_log def get_vehicles_latest_trips(vehicles_log): '''Get the latest scheduled location and time of all vehicles.''' vehicle_locations = dict() for vehicle in vehicles_log.values(): vehicle_locations[vehicle.vehicle_id] = \ (vehicle.most_recently_pinged_location, vehicle.time_of_last_ping) return vehicle_locations def vehicle_min_arrival_time(trip_log, trip_id, vehicles_log): '''Get the vehicle that will arrive soonest for trip_id.''' vehicles_latest_trips = get_vehicles_latest_trips(vehicles_log) trip = trip_ops.get_trip(trip_log, trip_id) request_time = trip.pickup_request_time # Get the vehicle that can arrive soonest (with travel estimate) closest_vehicle_info = None min_time = sys.maxint for vehicle_id, (pre_repositioned_location, pre_repositioned_time) \ in vehicles_latest_trips.items(): travel_time = pixel_ops.time_of_travel(pre_repositioned_location, trip.pickup_pixel) # Vehicle is already there, use it if travel_time == 0.0: return (vehicle_id, pre_repositioned_location, 0.0) time_vehicle_would_arrive = \ max(pre_repositioned_time, request_time) + travel_time if time_vehicle_would_arrive < min_time: min_time = time_vehicle_would_arrive time_delay = time_vehicle_would_arrive - request_time assert(time_delay >= 0), \ """ Time Delay is negative: %s Trip: %s Pre Repositioned Time: %s Pre Repositioned Location: %s Request Time: %s Travel Time: %s Time Vehicle Would Arrive Here: %s """ % (str(time_delay), str(trip.__dict__), str(pre_repositioned_time), str(pre_repositioned_location), str(request_time), str(travel_time), str(time_vehicle_would_arrive)) closest_vehicle_info = {"vehicle_id" : vehicle_id, "pre_repositioned_location" : pre_repositioned_location, "time_delay" : time_delay} assert(min_time != sys.maxint), "Closest Vehicle not selected" return closest_vehicle_info def get_vehicle_for_this_trip(trip_log, trip_id, vehicles_log): '''Get the vehicle to be assigned for this trip.''' vehicle = vehicle_min_arrival_time(trip_log, trip_id, vehicles_log) return vehicle def do_request_new_vehicle(trip_log, trip_id, vehicles_log, constraints, trip_buffer, trip_location_hash_table): '''Request a new vehicle for this trip, handle info''' # Helper variables trip = trip_ops.get_trip(trip_log, trip_id) pickup_pixel, dropoff_pixel = (trip.pickup_pixel, trip.dropoff_pixel) # Need to a request a new vehicle for this trip # (1) Identify which vehicle is needed # (2) Update data structures to link this trip request to that vehicle and "send vehicle" vehicle_for_this_trip = get_vehicle_for_this_trip(trip_log, trip_id, vehicles_log) trip_log, vehicles_log = send_vehicle_for_this_request(trip_log, trip_id, vehicle_for_this_trip, vehicles_log, constraints) # We want to put this trip, therefore, in the trip fulfillment queue and location dict trip_buffer = generic_ops.deque_put_in_place(trip_buffer, (trip, trip.pickup_time)) trip_location_hash_table[pickup_pixel].append((dropoff_pixel, trip)) return trip_log, vehicles_log def is_this_vehicles_latest_loc(trip_log, vehicles_log, trip_location_hash_table, pickup_pixel): '''Is the vehicle's latest scheduled trip the latest trip scheduled at this pickup pixel?''' if len(trip_location_hash_table[pickup_pixel]) == 0: return False the_trip_scheduled_from_this_origin = trip_location_hash_table[pickup_pixel][-1] trip = the_trip_scheduled_from_this_origin[1] last_common_origin_trip = trip_ops.get_last_joined_trip(trip_log, trip.trip_id) vehicle_id = last_common_origin_trip.vehicle_id the_latest_trip_scheduled_with_this_vehicle = vehicles_log[vehicle_id].latest_trip return str(the_latest_trip_scheduled_with_this_vehicle) == str(trip.trip_id) def get_joined_trip_occupants(trip_legs): '''Get the number of total occupants for all trip legs of a rideshared trip''' total = 0 for trip_leg in trip_legs: total += trip_leg.occupancy return total def common_origin_validation(trip_location_hash_table, trip_log, vehicles_log, new_trip_request, constraints): '''Run the common origin validation process''' vehicle_size = constraints['vehicle_size'] request_new_vehicle = True optimal_order = None pickup_pixel = new_trip_request.pickup_pixel there_exists_undispatched_vehicle_from_this_origin = \ len(trip_location_hash_table[pickup_pixel]) > 0 # If there exists a vehicle from this origin if there_exists_undispatched_vehicle_from_this_origin: # This is the Greedy Common Origin Trip Sender # If the vehicle's latest undispatched trip is not from this origin, # then request a new vehicle if not is_this_vehicles_latest_loc(trip_log, vehicles_log, trip_location_hash_table, pickup_pixel): request_new_vehicle = True else: # Get pickup time of the trip first_leg_of_trip_here = list(trip_location_hash_table[pickup_pixel])[0][1] if new_trip_request.pickup_request_time > first_leg_of_trip_here.pickup_time: request_new_vehicle = True else: # SUBJECT TO vehicle_size CONSTRAINT current_joined_trip = [that_trip[1] \ for that_trip \ in list(trip_location_hash_table[pickup_pixel])] current_vehicle_occupancy = get_joined_trip_occupants(current_joined_trip) vehicle_would_exceed_capacity = \ current_vehicle_occupancy + new_trip_request.occupancy > vehicle_size if vehicle_would_exceed_capacity: request_new_vehicle = True else: # SUBJECT TO MAX CIRCUITY AND MAX STOPS CONSTRAINTS optimal_order = optimal_route(new_trip_request, trip_log, trip_location_hash_table, pickup_pixel, constraints) request_new_vehicle = optimal_order is None return request_new_vehicle, optimal_order def resequence_joined_trip_ids(trip_log, ordered_joined_trips): '''Resync joined trip ids''' for i in range(0, len(ordered_joined_trips) - 1): trip = ordered_joined_trips[i] trip.joined_trip_id = ordered_joined_trips[i + 1].trip_id last_trip = ordered_joined_trips[-1] last_trip.joined_trip_id = last_trip.trip_id return trip_log def greedy_common_origin_scheduler(trip_log, vehicles_log, trip_location_hash_table, trip_buffer, new_trip_request, optimal_order): '''Run Greedy Common Origin Strategy heuristic''' pickup_pixel = new_trip_request.pickup_pixel optimal_order_CO_destinations = [trip[1] for trip in optimal_order] new_first_trip_of_route = optimal_order_CO_destinations[0] scheduled_trip_from_this_origin = list(trip_location_hash_table[pickup_pixel])[-1][1] pickup_time = scheduled_trip_from_this_origin.pickup_time vehicle_id = scheduled_trip_from_this_origin.vehicle_id trip_log = resequence_joined_trip_ids(trip_log, optimal_order_CO_destinations) vehicles_log[vehicle_id] = \ vehicles_log[vehicle_id].replace_last_trip(new_first_trip_of_route) new_trip_request.set_vehicle(vehicle_id) sync_joined_trips(trip_log, new_first_trip_of_route.trip_id, pickup_time) generic_ops.deque_replace(trip_buffer, (scheduled_trip_from_this_origin, pickup_time), (new_first_trip_of_route, pickup_time)) trip_location_hash_table[pickup_pixel].popleft() trip_location_hash_table[pickup_pixel].append((optimal_order[0][0], new_first_trip_of_route)) return trip_log, vehicles_log, trip_location_hash_table def process_request(trip_log, trip, vehicles_log, constraints, trip_location_hash_table, trip_buffer): '''Run the general process for a single trip request''' greedy = constraints['greedy_common_origin'] request_new_vehicle = True # default true, but turn false if vehicle is available # Helper variables new_trip_request = trip pickup_pixel = new_trip_request.pickup_pixel # If the origin point has NOT been accounted for yet then set it up as # an empty deque of destination points if pickup_pixel not in trip_location_hash_table.keys(): trip_location_hash_table[pickup_pixel] = deque() # Determine whether to request new vehicle or not request_new_vehicle, optimal_order = common_origin_validation(\ trip_location_hash_table, trip_log, vehicles_log, new_trip_request, constraints) # HACK: to make sure that pickup_request time is not after pickup time if optimal_order is not None: pickup_pixel = new_trip_request.pickup_pixel new_first_trip_of_route = optimal_order[0][1] scheduled_trip_from_this_origin = list(trip_location_hash_table[pickup_pixel])[-1][1] pickup_time = scheduled_trip_from_this_origin.pickup_time if new_first_trip_of_route.pickup_request_time > pickup_time: request_new_vehicle = True # Request a vehicle from the fleet if request_new_vehicle: trip_log, vehicles_log = \ do_request_new_vehicle(trip_log, trip.trip_id, vehicles_log, constraints, trip_buffer, trip_location_hash_table) # Enter RIDESHARE process # Greedy Heuristic else: if greedy: trip_log, vehicles_log, trip_location_hash_table = \ greedy_common_origin_scheduler(trip_log, vehicles_log, trip_location_hash_table, trip_buffer, new_trip_request, optimal_order) return trip_log, vehicles_log def handle_requests_at_this_time(trip_log, vehicles_log, requests, constraints, trip_location_hash_table, trip_buffer, beliefs): '''Run the processes for all requests in this batch''' list_of_trip_requests_now = requests for trip in list_of_trip_requests_now: trip_log[trip.trip_id] = trip trip_log, vehicles_log = process_request(trip_log, trip, vehicles_log, constraints, trip_location_hash_table, trip_buffer) if int(constraints['freq_levrs']) != 0: betas = {'initial' : constraints['initial_beta'], 'obs' : constraints['beta_obs']} beliefs = demand_learning.update_belief_model(trip, beliefs, betas) return trip_log, vehicles_log, beliefs def clear_trips_for_dispatch(trip_log, dispatch_time, vehicles_log, trip_location_hash_table, trip_buffer, dict_writer): '''Send dispatched files to output, remove from data structures''' if len(trip_buffer) < 1: return trip_location_hash_table, trip_buffer while len(trip_buffer) > 0: next_to_dispatch_trip, next_to_dispatch_pickup_time = trip_buffer[0] if floor(next_to_dispatch_pickup_time) <= floor(dispatch_time): pickup_pixel = next_to_dispatch_trip.pickup_pixel vehicle_id = next_to_dispatch_trip.vehicle_id vehicles_log[vehicle_id].cumulative_person_miles += \ trip_ops.get_person_miles_of_joined_trip(trip_log, next_to_dispatch_trip.trip_id) vehicles_log[vehicle_id].cumulative_vehicle_miles += \ trip_ops.get_vehicle_miles_of_joined_trip(trip_log, next_to_dispatch_trip.trip_id) all_joined_trips = trip_ops.get_all_joined_trips(trip_log, next_to_dispatch_trip.trip_id) for that_trip in all_joined_trips: assert(that_trip.valid()), "Trip being written is invalid" # this needs to be true dict_writer.writerow(that_trip.__dict__) del trip_log[that_trip.trip_id] trip_buffer.popleft() trip_location_hash_table[pickup_pixel].popleft() else: break return def receive_requests_now(reader, time, rollover_request): '''Listen for requests at this time from the stream''' if rollover_request is None: requests_now = list() else: requests_now = [rollover_request] while True: try: next_line = reader.next() trip = trip_ops.process_cleaned_trip(next_line) if trip.pickup_request_time > time: return requests_now, trip else: requests_now.append(trip) except StopIteration: return None, None def handle_all_trip_requests(constraints): '''Main function''' fleet_size = constraints['fleet_size'] beliefs = constraints['beliefs'] local_demand_degree = constraints['local_demand_degree'] freq_levrs = int(constraints['freq_levrs']) cleaned_filepath = generic_ops.cleaned_fp(constraints['raw']) result_filepath = generic_ops.results_fp(constraints['raw'], constraints['index']) #-------------------------------------------------------- START READER OPS inputfile = open(cleaned_filepath, 'rb') reader = csv.DictReader(inputfile) initial_trip_log = trip_ops.read_n_cleaned_trips(reader, fleet_size) #-------------------------------------------------------- END READER OPS #-------------------------------------------------------- START WRITER OPS open(result_filepath, 'w').close() # reset the output file outputfile = open(result_filepath, 'wa') keys = initial_trip_log.values()[0].__dict__.keys() dict_writer = csv.DictWriter(outputfile, keys) dict_writer.writeheader() for trip in initial_trip_log.values(): dict_writer.writerow(trip.__dict__) #-------------------------------------------------------- END WRITER OPS # trip_location_hash_table is a data structure that is a dict of trip origin points, # each origin point contains a list of trips scheduled to leave from that point, # represented solely by the trip that is the first-stop of that trip # trip_buffer is a double-queue data structure that enqueues requests as they come in # and dequeues them when they are dispatched. # trip_log is a dict that is synced with the trip_buffer, # contains more detailed info about trips trip_location_hash_table = dict() trip_buffer = deque() # Transform Trip Log to Be Index By Vehicle ID vehicles_log = initial_vehicle_log(initial_trip_log, fleet_size) # Get time of last initial pickup request start_time = initial_trip_log.values()[-1].pickup_request_time # Clear this variable to save memory initial_trip_log = None trip_log = dict() time = start_time rollover_request = None while True: requests, rollover_request = receive_requests_now(reader, time, rollover_request) # There are no incoming trip requests or trips left to dispatch. End Loop if requests is None and len(trip_buffer) == 0: break # There are trip requests this turn. Process them. if requests is not None and len(requests) >= 0: trip_log, vehicles_log, beliefs = \ handle_requests_at_this_time(trip_log, vehicles_log, requests, constraints, trip_location_hash_table, trip_buffer, beliefs) counter = 0 for pickup_pixel in trip_location_hash_table: counter += len(trip_location_hash_table[pickup_pixel]) # Clear trips ready for dispatch at this time clear_trips_for_dispatch(trip_log, vehicles_log, constraints, trip_location_hash_table, trip_buffer, dict_writer) # LEVRS Handling if freq_levrs != 0 and time % freq_levrs == 0: vehicles_log = \ handle_empty_repositioning(vehicles_log, time, beliefs, local_demand_degree) time += 1 # next iteration of time outputfile.close() assert(len(trip_log) == 0), "There were %s undispatched trips." % (str(len(trip_log))) return vehicles_log
43.796522
98
0.64611
5425fffd8331989c35a30d693f02eab6c527b178
842
py
Python
modules/helpers/resubscription.py
BatedUrGonnaDie/salty_bot
f8ad53fdd865762225de49164400db33fae8ba85
[ "MIT" ]
12
2015-01-16T16:48:30.000Z
2020-08-11T20:11:51.000Z
modules/helpers/resubscription.py
BatedUrGonnaDie/salty_bot
f8ad53fdd865762225de49164400db33fae8ba85
[ "MIT" ]
28
2015-01-28T10:54:51.000Z
2018-04-10T19:06:34.000Z
modules/helpers/resubscription.py
BatedUrGonnaDie/salty_bot
f8ad53fdd865762225de49164400db33fae8ba85
[ "MIT" ]
4
2015-07-13T08:41:32.000Z
2019-01-12T16:19:01.000Z
#! /usr/bin/env python3.7 ON_ACTION = "USERNOTICE" def call(salty_inst, c_msg, balancer, **kwargs): if not c_msg["tags"] and c_msg["tags"]["msg-id"] == "resub": return False, "Message is not a resubscription." if not salty_inst.config["settings"]["sub_message_active"]: return False, "Resubscription messages are off." if not salty_inst.config["settings"]["sub_message_resub"]: return False, "Resubscription message is blank." if int(c_msg["tags"]["room-id"]) != salty_inst.config["twitch_id"]: return False, "Resubscription is for hosted channel." msg = salty_inst.config["settings"]["sub_message_resub"] msg = msg.replace("$subscriber", c_msg["tags"]["display-name"]) msg = msg.replace("$duration", "{0} months".format(c_msg["tags"]["msg-param-months"])) return True, msg
42.1
90
0.667458
ce229d2494d427ff35435c41a3a724fb0e844456
5,760
py
Python
main/data_collector.py
syxu828/Graph2Seq-0.1
36e38f755c0ee390735e49121259151da54bcc1c
[ "Apache-2.0" ]
24
2018-11-04T17:16:52.000Z
2022-01-06T12:34:49.000Z
main/data_collector.py
syxu828/Graph2Seq-0.1
36e38f755c0ee390735e49121259151da54bcc1c
[ "Apache-2.0" ]
3
2018-12-09T00:31:36.000Z
2020-07-29T06:21:51.000Z
main/data_collector.py
syxu828/Graph2Seq-0.1
36e38f755c0ee390735e49121259151da54bcc1c
[ "Apache-2.0" ]
4
2019-01-09T06:44:41.000Z
2019-08-04T07:55:00.000Z
import numpy as np import json import configure as conf from collections import OrderedDict def read_data(input_path, word_idx, if_increase_dict): seqs = [] graphs = [] if if_increase_dict: word_idx[conf.GO] = 1 word_idx[conf.EOS] = 2 word_idx[conf.unknown_word] = 3 with open(input_path, 'r') as f: lines = f.readlines() for line in lines: line = line.strip() jo = json.loads(line, object_pairs_hook=OrderedDict) seq = jo['seq'] seqs.append(seq) if if_increase_dict: for w in seq.split(): if w not in word_idx: word_idx[w] = len(word_idx) + 1 for id in jo['g_ids_features']: features = jo['g_ids_features'][id] for w in features.split(): if w not in word_idx: word_idx[w] = len(word_idx) + 1 graph = {} graph['g_ids'] = jo['g_ids'] graph['g_ids_features'] = jo['g_ids_features'] graph['g_adj'] = jo['g_adj'] graphs.append(graph) return seqs, graphs def vectorize_data(word_idx, texts): tv = [] for text in texts: stv = [] for w in text.split(): if w not in word_idx: stv.append(word_idx[conf.unknown_word]) else: stv.append(word_idx[w]) tv.append(stv) return tv def cons_batch_graph(graphs): g_ids = {} g_ids_features = {} g_fw_adj = {} g_bw_adj = {} g_nodes = [] for g in graphs: ids = g['g_ids'] id_adj = g['g_adj'] features = g['g_ids_features'] nodes = [] # we first add all nodes into batch_graph and create a mapping from graph id to batch_graph id, this mapping will be # used in the creation of fw_adj and bw_adj id_gid_map = {} offset = len(g_ids.keys()) for id in ids: id = int(id) g_ids[offset + id] = len(g_ids.keys()) g_ids_features[offset + id] = features[str(id)] id_gid_map[id] = offset + id nodes.append(offset + id) g_nodes.append(nodes) for id in id_adj: adj = id_adj[id] id = int(id) g_id = id_gid_map[id] if g_id not in g_fw_adj: g_fw_adj[g_id] = [] for t in adj: t = int(t) g_t = id_gid_map[t] g_fw_adj[g_id].append(g_t) if g_t not in g_bw_adj: g_bw_adj[g_t] = [] g_bw_adj[g_t].append(g_id) node_size = len(g_ids.keys()) for id in range(node_size): if id not in g_fw_adj: g_fw_adj[id] = [] if id not in g_bw_adj: g_bw_adj[id] = [] graph = {} graph['g_ids'] = g_ids graph['g_ids_features'] = g_ids_features graph['g_nodes'] = g_nodes graph['g_fw_adj'] = g_fw_adj graph['g_bw_adj'] = g_bw_adj return graph def vectorize_batch_graph(graph, word_idx): # vectorize the graph feature and normalize the adj info id_features = graph['g_ids_features'] gv = {} nv = [] word_max_len = 0 for id in id_features: feature = id_features[id] word_max_len = max(word_max_len, len(feature.split())) word_max_len = min(word_max_len, conf.word_size_max) for id in graph['g_ids_features']: feature = graph['g_ids_features'][id] fv = [] for token in feature.split(): if len(token) == 0: continue if token in word_idx: fv.append(word_idx[token]) else: fv.append(word_idx[conf.unknown_word]) for _ in range(word_max_len - len(fv)): fv.append(0) fv = fv[:word_max_len] nv.append(fv) nv.append([0 for temp in range(word_max_len)]) gv['g_ids_features'] = np.array(nv) g_fw_adj = graph['g_fw_adj'] g_fw_adj_v = [] degree_max_size = 0 for id in g_fw_adj: degree_max_size = max(degree_max_size, len(g_fw_adj[id])) g_bw_adj = graph['g_bw_adj'] for id in g_bw_adj: degree_max_size = max(degree_max_size, len(g_bw_adj[id])) degree_max_size = min(degree_max_size, conf.sample_size_per_layer) for id in g_fw_adj: adj = g_fw_adj[id] for _ in range(degree_max_size - len(adj)): adj.append(len(g_fw_adj.keys())) adj = adj[:degree_max_size] g_fw_adj_v.append(adj) # PAD node directs to the PAD node g_fw_adj_v.append([len(g_fw_adj.keys()) for _ in range(degree_max_size)]) g_bw_adj_v = [] for id in g_bw_adj: adj = g_bw_adj[id] for _ in range(degree_max_size - len(adj)): adj.append(len(g_bw_adj.keys())) adj = adj[:degree_max_size] g_bw_adj_v.append(adj) # PAD node directs to the PAD node g_bw_adj_v.append([len(g_bw_adj.keys()) for _ in range(degree_max_size)]) # ============== vectorize nodes info ==================== g_nodes = graph['g_nodes'] graph_max_size = 0 for nodes in g_nodes: graph_max_size = max(graph_max_size, len(nodes)) g_node_v = [] for nodes in g_nodes: mask = [1 for _ in range(len(nodes))] for _ in range(graph_max_size - len(nodes)): nodes.append(len(g_fw_adj.keys())) mask.append(0) nodes = nodes[:graph_max_size] g_node_v.append(nodes) gv['g_ids'] = graph['g_ids'] gv['g_nodes'] =np.array(g_node_v) gv['g_bw_adj'] = np.array(g_bw_adj_v) gv['g_fw_adj'] = np.array(g_fw_adj_v) return gv
29.538462
124
0.55191
b1883ab49ea3180eb89628df04429fcae34dcc43
785,241
py
Python
simhash/simcache.py
GitHub-ZuoWei/simhash
31115126cc12781093c0145a6203f7989a210f91
[ "Apache-2.0" ]
26
2016-07-12T07:25:39.000Z
2021-08-18T09:39:28.000Z
simhash/simcache.py
GitHub-ZuoWei/simhash
31115126cc12781093c0145a6203f7989a210f91
[ "Apache-2.0" ]
null
null
null
simhash/simcache.py
GitHub-ZuoWei/simhash
31115126cc12781093c0145a6203f7989a210f91
[ "Apache-2.0" ]
16
2015-11-24T01:30:46.000Z
2021-07-29T01:27:28.000Z
SIMCACHE = { 'a': 0x0cc175b9c0f1b6a831c399e269772661, 'b': 0x92eb5ffee6ae2fec3ad71c777531578f, 'c': 0x4a8a08f09d37b73795649038408b5f33, 'd': 0x8277e0910d750195b448797616e091ad, 'e': 0xe1671797c52e15f763380b45e841ec32, 'f': 0x8fa14cdd754f91cc6554c9e71929cce7, 'g': 0xb2f5ff47436671b6e533d8dc3614845d, 'h': 0x2510c39011c5be704182423e3a695e91, 'i': 0x865c0c0b4ab0e063e5caa3387c1a8741, 'j': 0x363b122c528f54df4a0446b6bab05515, 'k': 0x8ce4b16b22b58894aa86c421e8759df3, 'l': 0x2db95e8e1a9267b7a1188556b2013b33, 'm': 0x6f8f57715090da2632453988d9a1501b, 'n': 0x7b8b965ad4bca0e41ab51de7b31363a1, 'o': 0xd95679752134a2d9eb61dbd7b91c4bcc, 'p': 0x83878c91171338902e0fe0fb97a8c47a, 'q': 0x7694f4a66316e53c8cdd9d9954bd611d, 'r': 0x4b43b0aee35624cd95b910189b3dc231, 's': 0x03c7c0ace395d80182db07ae2c30f034, 't': 0xe358efa489f58062f10dd7316b65649e, 'u': 0x7b774effe4a349c6dd82ad4f4f21d34c, 'v': 0x9e3669d19b675bd57058fd4664205d2a, 'w': 0xf1290186a5d0b1ceab27f4e77c0c5d68, 'x': 0x9dd4e461268c8034f5c8564e155c67a6, 'y': 0x415290769594460e2e485922904f345d, 'z': 0xfbade9e36a3f36d3d676c1b808451dd7, 'aa': 0x4124bc0a9335c27f086f24ba207a4912, 'ba': 0x07159c47ee1b19ae4fb9c40d480856c4, 'ca': 0x5435c69ed3bcc5b2e4d580e393e373d3, 'da': 0x5ca2aa845c8cd5ace6b016841f100d82, 'ea': 0x5b344ac52a0192941b46a8bf252c859c, 'fa': 0x89e6d2b383471fc370d828e552c19e65, 'ga': 0x32d7508fe69220cb40af28441ef746d9, 'ha': 0x925cc8d2953eba624b2bfedf91a91613, 'ia': 0xb40788f566d1124a95169068077031a9, 'ja': 0xa78c5bf69b40d464b954ef76815c6fa0, 'ka': 0x2c68e1d50809e4ae357bcffe1fc99d2a, 'la': 0xc9089f3c9adaf0186f6ffb1ee8d6501c, 'ma': 0xb74df323e3939b563635a2cba7a7afba, 'na': 0x6ec66e124fb93c190e9207b0b82f542a, 'oa': 0xbdcf5fc18e4f01990300ed0d0a306428, 'pa': 0xe529a9cea4a728eb9c5828b13b22844c, 'qa': 0x8264ee52f589f4c0191aa94f87aa1aeb, 'ra': 0xdb26ee047a4c86fbd2fba73503feccb6, 'sa': 0xc12e01f2a13ff5587e1e9e4aedb8242d, 'ta': 0xfec8f2a3f2e808ccb17c4d278b4fa469, 'ua': 0x5269f4d75f5bc75f0f94bab2100a5531, 'va': 0x43b1cc1db7be63d899dd4280f578691a, 'wa': 0xc68c559d956d4ca20f435ed74a6e71e6, 'xa': 0x53e59fface936ea788f7cf51e7b25531, 'ya': 0xd74600e380dbf727f67113fd71669d88, 'za': 0x959848ca10cc8a60da818ac11523dc63, 'ab': 0x187ef4436122d1cc2f40dc2b92f0eba0, 'bb': 0x21ad0bd836b90d08f4cf640b4c298e7c, 'cb': 0xd0d7fdb6977b26929fb68c6083c0b439, 'db': 0xd77d5e503ad1439f585ac494268b351b, 'eb': 0x2fc4ddaa1c378ef0a54726e992c707d4, 'fb': 0x35ce1d4eb0f666cd136987d34f64aedc, 'gb': 0x7885444af42e4b30c518c5be17c8850b, 'hb': 0x774f344a615692604de040918a72b149, 'ib': 0xa132c5cf175a7333483a34f2cd28110b, 'jb': 0xc4a6c07a8a2d7c804a5776d9d039428a, 'kb': 0xba34ea40525a4379add785228e37fe86, 'lb': 0x26403ec6d537fa31f63e294b44831734, 'mb': 0xa9ddcf51419881bdee445181e32ede58, 'nb': 0x9c59153d22d9f7cc021b17b425cc31c5, 'ob': 0x99faee4e1a331a7595932b7c18f9f5f6, 'pb': 0xf09883b57b33d3d33c39bbc8dd3b2be2, 'qb': 0x0d47b8346d57b12a5807c36fb1f14f3c, 'rb': 0x9e3f4f69757d07f6a0d2af4f1f2a1103, 'sb': 0x26148d621ef74844918af182d63976b6, 'tb': 0xe44d967f3e8a44f6a7fee562af4d82f4, 'ub': 0x1c78b486fa89d4f71edbbd0d53d214dc, 'vb': 0x2ab4f27ab1ffdcdad8ed21a965ca62ad, 'wb': 0x264adbc91466b88841687f0d4dd73ea7, 'xb': 0x4f59236a872d3d23fe86871831a2adc8, 'yb': 0x0b8dd1a01a737950a643a578f08f7900, 'zb': 0x78b269619f0723e8037a282f7fe8364b, 'ac': 0xe2075474294983e013ee4dd2201c7a73, 'bc': 0x5360af35bde9ebd8f01f492dc059593c, 'cc': 0xe0323a9039add2978bf5b49550572c7c, 'dc': 0x3212f5f463edb370ff55d3c3a7a15c8f, 'ec': 0x2f53e6f3f2acb041a4e0737e58c45321, 'fc': 0xe05fe30750d3ea262a610d17ebc07019, 'gc': 0xa3973867cdfb643f4b10526c25875928, 'hc': 0x6320c1115d5bc2b6ca615b96be050884, 'ic': 0xf05a225e14ff5e194a8eef0c6990cefb, 'jc': 0xb7adde8a9eec8ce92b5ee0507ce054a4, 'kc': 0x190a4568b24548e0dc8592f61f0a8cd2, 'lc': 0x196accbcf32b0a8e6bef92e1a37d0fc0, 'mc': 0xd6fd0924e324f50669ae0295adf59567, 'nc': 0x1e7342845e24eb3b5b3554490da1c128, 'oc': 0xfb024832e51eb5f6da9113a745f1eb59, 'pc': 0xbc54f4d60f1cec0f9a6cb70e13f2127a, 'qc': 0x9300c96aaec324987ea5ca6e13a02eda, 'rc': 0xff78648be52a4e79513f4e70b266c62a, 'sc': 0xd54185b71f614c30a396ac4bc44d3269, 'tc': 0x5c4fefda27cfe84c3999be13e6b8608a, 'uc': 0xd38af049e086eb7b59102bcf0c93974c, 'vc': 0xc56e52594d4ebe7f6cb2b96c4637b486, 'wc': 0x8399d88e3293cc89cacc1d735af12810, 'xc': 0x831c4baa8a44083a6434b892d573846b, 'yc': 0xa2bf364d91c65964491d6ef7c0a36c46, 'zc': 0x92a870e23eaac7b3c576e91b807f2a60, 'ad': 0x523af537946b79c4f8369ed39ba78605, 'bd': 0xc419b06b4c6579b50ff05adb3b8424f1, 'cd': 0x6865aeb3a9ed28f9a79ec454b259e5d0, 'dd': 0x1aabac6d068eef6a7bad3fdf50a05cc8, 'ed': 0xb5f3729e5418905ad2b21ce186b1c01d, 'fd': 0x36eba1e1e343279857ea7f69a597324e, 'gd': 0xa6be8a33b7c987f4ffb76d9c9805c7eb, 'hd': 0xb25ffa68ad761f8578cc61700c0140ed, 'id': 0xb80bb7740288fda1f201890375a60c8f, 'jd': 0x5a544a1c14fe313c3245c3267a292b8e, 'kd': 0x87221652a79fc3c9b04cde0b335fdd5b, 'ld': 0x946490ad0fdc17b3b899760a445128f0, 'md': 0x793914c9c583d9d86d0f4ed8c521b0c1, 'nd': 0xa69913f66f2cfd4bd3f8ea75954ac476, 'od': 0xafc7e8a98f75755e513d9d5ead888e1d, 'pd': 0xb69466b536f8ce43b6356ec1332e05a4, 'qd': 0x98877902e81c1a83b58eee2ff38dd17b, 'rd': 0xeeec033a2c4d56d7ba16b69358779091, 'sd': 0x6226f7cbe59e99a90b5cef6f94f966fd, 'td': 0x626726e60bd1215f36719a308a25b798, 'ud': 0x3dfe3d7a171097592cb00d6a57b6f845, 'vd': 0x8f7d15a8d28ec153835ef4bfc428d5e4, 'wd': 0xdd3ba2cca7da8526615be73d390527ac, 'xd': 0x7f30eefe5c51e1ae0939dab2051db75f, 'yd': 0xd2b739a728a844acdaa1d75ecdd789d7, 'zd': 0xd6cbb48444bf8cf4e6460eebceaefce1, 'ae': 0xb6bb43df4525b928a105fb5741bddbea, 'be': 0x910955a907e739b81ec8855763108a29, 'ce': 0x9b5394fd929896fb9e90e26b3d18e63d, 'de': 0x5f02f0889301fd7be1ac972c11bf3e7d, 'ee': 0x08a4415e9d594ff960030b921d42b91e, 'fe': 0x2d917f5d1275e96fd75e6352e26b1387, 'ge': 0x0ba64a0dea00947916dfb6a66866e1ca, 'he': 0x6f96cfdfe5ccc627cadf24b41725caa4, 'ie': 0x25400724d7370b0b29c9369d9af3dd21, 'je': 0x79563e90630af3525dff01b6638b0886, 'ke': 0x25bc6654798eb508fa0b6343212a74fe, 'le': 0xd9180594744f870aeefb086982e980bb, 'me': 0xab86a1e1ef70dff97959067b723c5c24, 'ne': 0xd4f917633649a3c47c7ab917fa990146, 'oe': 0x5f8e195948253346669e30c75d02edb9, 'pe': 0xdd07de8561395a7c37f8fcc1752d45e1, 'qe': 0x4d6e7051b02397d7733ea9a222fdb8e0, 're': 0x12eccbdd9b32918131341f38907cbbb5, 'se': 0xefad7abb323e3d4016284c8a6da076a1, 'te': 0x569ef72642be0fadd711d6a468d68ee1, 'ue': 0x31f644026e4c96dee546c228a1894c68, 've': 0xeabb18f0a40c9b3552370c9e1bc1d61e, 'we': 0xff1ccf57e98c817df1efcd9fe44a8aeb, 'xe': 0x956f8a3a1e6c05797e152fc2b2a0729b, 'ye': 0x00c66f1a036bd8f9cb709cb8d925d3d9, 'ze': 0x98b456a0723fa616284a632d9d31821b, 'af': 0xf0357a3f154bc2ffe2bff55055457068, 'bf': 0xc9f9d7dd806cf4122041837a80f47c64, 'cf': 0x4e29342d9904d64e9e25fd3b92558e2f, 'df': 0xeff7d5dba32b4da32d9a67a519434d3f, 'ef': 0xfeb78cc258bdc76867354f01c22dbe43, 'ff': 0x633de4b0c14ca52ea2432a3c8a5c4c31, 'gf': 0xe5bb23797bfea314a3db43d07dbd6a74, 'hf': 0xff4827739b75d73e08490b3380163658, 'if': 0x39c8942e1038872a822c0dc75eedbde3, 'jf': 0xfe0ec43cc4200e777aa2190ace58e7b4, 'kf': 0xd3789a3f91258fcf605452196e19c21c, 'lf': 0x69011ae7d1f3c17284b99c42254aca2d, 'mf': 0xea81aa7df47d74c6737bf98fabf3ff82, 'nf': 0x78d9238c1a217c8bbe8f6c26172fb12d, 'of': 0x8bf8854bebe108183caeb845c7676ae4, 'pf': 0x7287aa2c53d0a440da9db5614937e36f, 'qf': 0x71e8700a3759705df2ea164eb0182e8a, 'rf': 0xbea2f3fe6ec7414cdf0bf233abba7ef0, 'sf': 0x60d31eb37595dd44584be5ef363283e3, 'tf': 0x114d6a415b3d04db792ca7c0da0c7a55, 'uf': 0x9fbcd7dce5e3f334ca61dae6ad57415a, 'vf': 0x6abe33f215bcc63cbd8f92c19e7cd537, 'wf': 0xc1b291cb8522236e421731b509c9fcdd, 'xf': 0xf6440da9c764840fa7cac028c8c6118a, 'yf': 0x18fcd73eae8f118b0bf5f4cf5d1d766e, 'zf': 0x819bdbde26bea3dab1d223bf07d85fef, 'ag': 0x4e42f7dd43ecbfe104de58610557c5ba, 'bg': 0x5523c88dd347d1b7cc617f632b7efdb7, 'cg': 0x6e9cf3eef65da697796cf33f27eb0f57, 'dg': 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0xd5a8617f643d7b3a844d0995308ace7a, 'lqa': 0xbe3436685b64af4869a81065ca440167, 'mqa': 0x5adbe17e432647f7091f6f923e5132bb, 'nqa': 0x9c7e985ef5e66769d90d82205ba457e7, 'oqa': 0xbba14927ce717656eb480c194b6d4495, 'pqa': 0xd74533bd609471244c92f1c5318065b0, 'qqa': 0x054b48c9bd2e8973a3feb8c4145d8897, 'rqa': 0x3c94488a57a14bbcfcabd4adcda1d8e8, 'sqa': 0x9f663cbeb192b2ea864ddc5560fb2e3b, 'tqa': 0x86667d0cd75cfa4126d7ed29eaa4c8ee, 'uqa': 0xfecb2eecfcfe0029af4a64f37c85f99f, 'vqa': 0xa8a268a79175bd44086fa556db60aded, 'wqa': 0x2a76230ba6c042409e5b010fcb5fc14b, 'xqa': 0x229384bb35869e6170194103e66bceb9, 'yqa': 0xca41412a11af34393e2a1ed7c00c48f8, 'zqa': 0x103ccba74d78db69a585a278f76c563c, 'ara': 0x636bfa0fb2716ff876f5e33854cc9648, 'bra': 0x3c6ab8c37ec264689cd0131c7014b99d, 'cra': 0x51f7b4150aece7d0f6d45d8f00b8184e, 'dra': 0xabe401b2190d257afecb3a17551ed5a9, 'era': 0xcf5c0a6a33f6f53bf10be6c527fe5c93, 'fra': 0xffe7470430a737c4ce6dc74bea0155d5, 'gra': 0x4a17b63dd19d308b9c8becf7699b6f22, 'hra': 0xb849ebfa6f27b964d744ea625ac48618, 'ira': 0x3c67080a1a09b022fb9d94e57a75ddad, 'jra': 0x7a573ccf96fc7bbc034dabf9f65618ef, 'kra': 0xd78406cbaeb5be8c2ef9dfca493dc55e, 'lra': 0xe88f7a44ba2cb99334a4ff74c823538f, 'mra': 0x86b546be98d8f58d4dedfb8be7423a19, 'nra': 0x34badf2232d503c520f55e3672f92ade, 'ora': 0xd41fe446faeb9c02909aa61b34736059, 'pra': 0x3c24ca7afbc8766f1acb7d67893ec16d, 'qra': 0x8ed9476ed643ddc7946b2d6c77ed3e25, 'rra': 0x105ca6d0fd6c2c3e136980d3548f16ab, 'sra': 0x861fa3a9748a5e58fc3a651a811b5cf9, 'tra': 0xcfac4e0dc47d98414cf373a2f09d28a1, 'ura': 0x50f3fca4c6134bd001fdfe3159686be9, 'vra': 0xbfb2e83645f8ff382621f512376a992a, 'wra': 0x957ba73c6f87488c744514c4c77bd5f2, 'xra': 0xd923d906582234f7da470514434fab8b, 'yra': 0x848460dd0c4abb93ed8a713952bbe50a, 'zra': 0x87484e2842b4fd7656b7a15a91dfb18e, 'asa': 0x457391c9c82bfdcbb4947278c0401e41, 'bsa': 0xdd43bc4306e23060fd3d63bb661bf837, 'csa': 0xfdcde0ec8cfe1e177670f658ae15721e, 'dsa': 0x5f039b4ef0058a1d652f13d612375a5b, 'esa': 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0x493be86096f8b3fbfcd06f45a05f03c9, 'pvd': 0x78a84f93d185dcf4c59771263b3f1af3, 'qvd': 0x937726f7b1ca96b47a52f0c43a814fd1, 'rvd': 0x56a0d9da2981ecc1e3397cad699b6013, 'svd': 0x30a81b0abbd4327c72093346cc1bad3a, 'tvd': 0xc29f24f78d5b2c808238005044d35861, 'uvd': 0x10fe8610a3a0e78f92ce8f138c5d6264, 'vvd': 0xcc300ae527ba6151b132a85ca090c779, 'wvd': 0xd0ee2b3836d2e138ed2ce11578aafb96, 'xvd': 0x042849fbddbe48bffc0184089c1a5023, 'yvd': 0x274b695c1909f7acb1af0c3393e1e613, 'zvd': 0x71f944285d848caf7ec13f88b8a2c141, 'awd': 0x1f73402c644002a7ea3c9532e8ba4139, 'bwd': 0xebe43f906e456d36fb9eb4cc25bc30a2, 'cwd': 0x109633366fd0d46d371ede589998abaa, 'dwd': 0x19af0630fd5b74a3f63a2ac9769b613d, 'ewd': 0x4ed15d370ca1ea7836115d87965d22c8, 'fwd': 0x3bedd8336ef442332128e13c1f28bfc4, 'gwd': 0x98345f02e874962aee786280e3857d1b, 'hwd': 0x0a4a455b824b8d9a42059bcc6cfc9590, 'iwd': 0xd8f30279d6a581445a6c0559b80f1846, 'jwd': 0x68325a70465a7e63b18ba1c7895434d6, 'kwd': 0xc9038c2a29cd5383464cdb8930222831, 'lwd': 0xabbbb0bd110d118f77905263a293dfee, 'mwd': 0xf196b9fbda9609f04af04810d67c763d, 'nwd': 0x6075d3d730b8c01ccd9651dfe1b572ce, 'owd': 0xadc861ce4ff3575c509543b1b314cdb4, 'pwd': 0x9003d1df22eb4d3820015070385194c8, 'qwd': 0x02fcdc687ea469de024bc922f68926ef, 'rwd': 0x72f3c338247ea45dc0dc138023ac5edd, 'swd': 0x7287274bc93be739f87c8f8668aa3824, 'twd': 0x7ca71535907a2c199316eb0ea5032d63, 'uwd': 0x71908f89a30f76b5dbbf2ceb1bf59392, 'vwd': 0xadbba6cf8e501054cf753b57dc0d8ffd, 'wwd': 0x02f36950c7dc96375a19462d425c35b9, 'xwd': 0x7b3f08ae05a313f594da3c478184359e, 'ywd': 0x1747959d56e9aee1d81ae31ba3c92d18, 'zwd': 0xd7245c990e20c489fa13832e3ed8066a, 'axd': 0x25d410bfb922a687018c0ed28eb1746b, 'bxd': 0x640f8edd31074956dae7f9550c054c6c, 'cxd': 0xd5bb44dd977b1ebb6ebd2ca3aa6dde5f, 'dxd': 0x279a02b4cea61841880cd4ccb417eac1, 'exd': 0x77ed1ec902536394a9e5a64113a8f957, 'fxd': 0x79715b4b3d995d350689194113978c7b, 'gxd': 0x9cdb200f0a6d8f454c6b4182e338d49a, 'hxd': 0xdf084d2b5bb2e07e3f7e3f4a5d996582, 'ixd': 0xb84690cc79cef6560a72230001d5d7d5, 'jxd': 0xa1e2a0c56ccca12915dfdcd73720b583, 'kxd': 0x4bf6f557bc4b92a02207d3d4752f0fa5, 'lxd': 0x13c784df7899fb6b24e1eb23e96457d1, 'mxd': 0xa91e4192150d1db6f229ae27f99952da, 'nxd': 0x80171f67014b972dc6e344facc7bbcca, 'oxd': 0xf4eabb9add4eb510f7be6ff1e3caba61, 'pxd': 0xa424de99f0d51bb1f9b017ef775a365f, 'qxd': 0xe4d57001da0a93b08c80e928a0cb3e38, 'rxd': 0x38821a619803aed779863ea813e688dc, 'sxd': 0x5de1c09d286475ad7aeca8741ee3d951, 'txd': 0xb3363f2a99bf4231b91d858739d1cebc, 'uxd': 0x38bdc3f9f552de0ad6f61d35068b4a0b, 'vxd': 0x28f3e7dc33b4d97323e672fc94dddca4, 'wxd': 0x2547e73398d848d05fb0022293a3a351, 'xxd': 0x25c04b9b782789c092a38c06cc87632a, 'yxd': 0xfd4df669337625088baa7cac87a7451d, 'zxd': 0x3a126afcf65db8c050ee27e40fffc1a6, 'ayd': 0x8ddf2f18ba8458df7b133dd79d850aaa, 'byd': 0x8bbb60668c2878698ec50a7f4b1d305f, 'cyd': 0xf8830330f3b627ee708e7822a7a5a98d, 'dyd': 0xa67f2ecb44f88a94fe735d3941e83371, 'eyd': 0x07a8a50cb8086e083ad801067c597e58, 'fyd': 0x375bd5ff856cfacadc8a06ce49a67d72, 'gyd': 0x48bc17ee667148a9c5328e609677f9c4, 'hyd': 0xfc46de7cc0e40c908d691e53033c5ea5, 'iyd': 0xbde990571043b373a18fbfd8a723642f, 'jyd': 0x1615177b2e4e7d4d54f7e5a207561d44, 'kyd': 0x1f0f6255434af32b8dd74fb1996123fe, 'lyd': 0xc47c4ea0705aa1d9fa168729565cb301, 'myd': 0x634a3583084e873ccf31d58622707219, 'nyd': 0x3bda85abc4abd8a83a06adccc8365cf1, 'oyd': 0x29722e4fa0805c07f0871d3c72e8cd7d, 'pyd': 0xb33b98e4927e314775a851f38a704900, 'qyd': 0xefc731ab631566150a10b907624ee894, 'ryd': 0xe6a1a875f46a73a023b2605f093fc50e, 'syd': 0x6c85386d229d811772d558365332292a, 'tyd': 0xd883b831d0ea2a3203f7516090e4f7f9, 'uyd': 0x03d4867b477c2cf97f340ea7e19cef0e, 'vyd': 0x6f3de15d0963ffc1330eeb19f159a1bb, 'wyd': 0xe05bf3b6366b75da861070695b512ede, 'xyd': 0x1d6f7ce922ae65bbe01a4130f5b60335, 'yyd': 0xd07e946b0d1d36666f68623a38fd26a7, 'zyd': 0xba157d2ecdcaeac516b27cf02bf45e59, 'azd': 0x75a0360b639e9406d03d17b8e043a206, 'bzd': 0x5942f043903ce41d4e87a4efe6884eea, 'czd': 0x4dd797f6c69c0b9012854d7b08fec48a, 'dzd': 0x0a722e43bd6686d218961493ea962ef7, 'ezd': 0x95e1468ad78c44ed2d844baf5dc34dc2, 'fzd': 0xce6dc0424ad46f69d3916774df31c056, 'gzd': 0xc30be9649728bae6a96eb5d4e9dc32af, 'hzd': 0xd14622d564e2311377d9e4d2d8990ba1, 'izd': 0xc4e9b305c45b41b7679fe17142237cfc, 'jzd': 0x6696616b3710acbfb43b2d70f868633b, 'kzd': 0x09f7ad19ef1c6331e1ce3a4de8ca659d, 'lzd': 0x53a1f8076893b4b9fc2c4293558db5aa, 'mzd': 0x0ea34c791fa9a4c5dd02afff932ea003, 'nzd': 0xc2c991ec115313d968b9bf017f240732, 'ozd': 0x1de6a96b12305c819c358b26de26bb63, 'pzd': 0x6b8741cfb45f8b56a92b6fe242ac440f, 'qzd': 0x7658d426babd41d3295677c901d0ae7f, 'rzd': 0xbde0bd16b786821b0ae6b0fb0b55e6ef, 'szd': 0x4a320bf2b835545481fecf43997d3de6, 'tzd': 0x2eca92d6d2dc53b67edda68fa2ad67c6, 'uzd': 0xfb46641519155779df1d59c456c27484, 'vzd': 0x0d77a3b3d8a49e1c0ab2d32ed36807fe, 'wzd': 0xc018dea23571a1fb6cd9572d53ab1d62, 'xzd': 0x557d028a4bc9be1d5087c7f921f14ba7, 'yzd': 0x5716c6538738743c6f3d76f4f4b63a5b, 'zzd': 0x9518b0e38e521f9f06830311915353b9, 'aae': 0xcf34362ab126ce8338d8991cc1404980, 'bae': 0x8a4fe2eac821cc07db049f1279357195, 'cae': 0x43ef4393816412456a776afb5477cc24, 'dae': 0x39c0b36f38aed3bd87307bb554c74d74, 'eae': 0x5aac058fb4e708d19a77780ed6bd50b1, 'fae': 0x55f8918f76e6173ffa5f2e4c5c87b858, 'gae': 0x42efab72ae050ac8e22ac0ee8508cb9e, 'hae': 0xeef5a1220959b1550c42fe314ad7d5a8, 'iae': 0xe061a0737120a4a29144ecb31694c3da, 'jae': 0xa5759ca3e37c6e6630df12034e06cf05, 'kae': 0xfb6a2c86e4d2d502038589e50541e337, 'lae': 0xb9d7255d6503d87ceebbf475d4cb44de, 'mae': 0xeb4a4a36e4d53916f9979759c3d3b822, 'nae': 0x9b6f9d8259cae55333152c5b186e9e5a, 'oae': 0x655d98d5b0d2d8e8c8a58238e65dc6a2, 'pae': 0x6d2d25cac6ce5b576c4509e535e4d3d4, 'qae': 0xdcd403d8396e822fd6de064b0f79a0ea, 'rae': 0x09764440f6c418cd6421d1cf7d8105dc, 'sae': 0xdabfae3e14243f88c733376f4e6c1a37, 'tae': 0x4752d51bd71f704beec34b798c76ca9e, 'uae': 0x6befa38a9c2d2b9e1889a03cca7ac836, 'vae': 0x35c32b31d2de75cc31a064f0aa1e7faf, 'wae': 0x2b8fccc89c18aff7a1b0179c5833da6f, 'xae': 0xc4ea88100ba6873c2f636b2edad98308, 'yae': 0x03ad61c7168656ce2305e46d9b449ec4, 'zae': 0x3e715d6870661a4fe33a3b1f11965995, 'abe': 0x7888d65a43501d992cc38638b59964d6, 'bbe': 0x33a190996c7d195c4f7726293cbb44b0, 'cbe': 0xff42374122f85b5ecf60c1ad31c10df2, 'dbe': 0xaf127a0b31ade0e5dbd4c8cb4c3094b8, 'ebe': 0x4e6a3bc831604faec0c555c136720b22, 'fbe': 0x3916b3b51b8b4a0a97f12aa77ff25d89, 'gbe': 0x4ebf41c5d40b46af6a1033f0927288da, 'hbe': 0xbbd3ecfb866188ea78988d94bf9809c1, 'ibe': 0x63dd0990d1c2c4693d6d39d6950db134, 'jbe': 0xf4fd335540d202193af240c07ffa29bc, 'kbe': 0x54db205198b7a372f9118b2a67b89702, 'lbe': 0xc4ad93500235bb30db8bfc7d21cb80e9, 'mbe': 0xae88e116cc5eb3d0adc89eaf5039c98c, 'nbe': 0x158aaa7d07e13a609c259e6af760f694, 'obe': 0x59c6f06e471fe1cfaf62afc573fa0bdc, 'pbe': 0x015704ef80eacdde3751702f30f4d980, 'qbe': 0xc2cc1f036de197a49a4841c9d5a5779b, 'rbe': 0x82f87d17d74cf23d29fc49a741e7a935, 'sbe': 0x4c5883452a91db239a3c8c2be4a3bd3a, 'tbe': 0xebf1bd0254e733981928851df08fca08, 'ube': 0xae8e7b1ef9bf9fbd07770b1d60e62d27, 'vbe': 0x63c719c728a65dde8211655b506a2a44, 'wbe': 0x51cc4db1f835d89b97ec354c854f436d, 'xbe': 0x013fa2c3b45c50dec78c716b28730b78, 'ybe': 0x32a18221fd9d74adb58227276cbb1150, 'zbe': 0xb4f580849e8138da04dad7bf6d657cb3, 'ace': 0x360e2ece07507675dced80ba867d6dcd, 'bce': 0x8460edce9cfd317d188e4094a829d268, 'cce': 0x505fb3245746986ec5c2b92d05a3a9f0, 'dce': 0x3a5aed6b06fcfed497ba6585ae456878, 'ece': 0x6f8a28be5f158752eba976d9a69f6abb, 'fce': 0x47229cf2c5684aeba58ce2c461fd6fb2, 'gce': 0x3d8be50d83e259a60aa25d9868dad536, 'hce': 0xc315c38e295e8d86943867b1edddf691, 'ice': 0x7bdff76536f12a7c5ffde207e72cfe3a, 'jce': 0x3d5d08c7143ff3d659b1d290381d9ef3, 'kce': 0x48b7c3cd55afac957c4316e5dade9535, 'lce': 0x69033aa4bb3289e8b378bf8649e9ddef, 'mce': 0xc5f6e3479d45dbb807d46852a6a3b077, 'nce': 0x89a3890134b8eac8fd71e4b1ba7fa890, 'oce': 0x6aa2b79b1fc3984c31af565b51d5e4ad, 'pce': 0xfe4d328e9d1ce517737085f109c54685, 'qce': 0x5a5417aec8549e70390f81ae3c36eec2, 'rce': 0x198717576b4bc32b47474c583ddc712a, 'sce': 0xd97cd982ae7fcefd0e8ba32f2c95ab6f, 'tce': 0x4f13a6287d3e01e333810d9f20f25649, 'uce': 0x006541c356d510a28cb90ebde5d26b24, 'vce': 0x71328fd796c699976be2a1ce429b8b44, 'wce': 0xa9eed887066242deb0759cfba0939c9a, 'xce': 0xa0a535ef35b80a8b52067dbf681994ed, 'yce': 0xc1efdea3f447569cbc3376da0bbb5e66, 'zce': 0xf1963aa09931b5dade50485239cc40bc, 'ade': 0xa562cfa07c2b1213b3a5c99b756fc206, 'bde': 0xbb5be6a04a262551aa6e440d35c70086, 'cde': 0xa256e6b336afdc38c564789c399b516c, 'dde': 0xba00ecaaf5eb69e744692e9f0fded636, 'ede': 0x575350f3778d69173cfd6d265b7844bf, 'fde': 0xb950034705b54888b189ef2a35b5d3b5, 'gde': 0xb76dd29d5f8501a9219a4a122d667b7a, 'hde': 0x28d116b217702a0b367c5795a59068e5, 'ide': 0x1b8bbe06f76b270d848bda6198497dfe, 'jde': 0x1a48c690f490b65020f61e1f9dab06fd, 'kde': 0x186cf28b76f2264e9fea8fcf91cb4f5d, 'lde': 0x20cbcc2cc2344aec3ac82c9fa36d86dc, 'mde': 0x7d166b9ea014098fc61d35cd52efdc06, 'nde': 0xa422413d9ca1bcff6c1b5ba7074d9be3, 'ode': 0x9fa32fa61a3811919b6b7568da03fc1b, 'pde': 0x0107d9692534f70a4911edbcf8c6136b, 'qde': 0xce03bf2b94f67de7ce15db3b21f59a8d, 'rde': 0x81f89484f8cb3ab84d2d843a31fae062, 'sde': 0xb19114175dddde482a8a8064a4e59d0e, 'tde': 0x98e32d5d89405ae7d95fe2622a9307dc, 'ude': 0x6dbd8f08764db032171a6217725b58a5, 'vde': 0x929b00559675fbcd5d16abe66117e0d7, 'wde': 0x4ed3239785e386c6206d62d17e10d653, 'xde': 0x8434974cc6a3719fb3e909f24e71ba4f, 'yde': 0x65d376a6cbcc2399619924496205763b, 'zde': 0x5dc0ecddf56797486f564f62568a3b32, 'aee': 0x9b0a5fa32a0adc5f4f86a750a1c72e98, 'bee': 0x9dfd70fdf15a3cb1ea00d7799ac6651b, 'cee': 0x30f78cd500afd51e75d8351e4418ed9a, 'dee': 0xf31f2f4e88b1f4c29a4542671b247f9b, 'eee': 0xd2f2297d6e829cd3493aa7de4416a18f, 'fee': 0xd4319fefc66c701f24c875afda6360d6, 'gee': 0x47de9de97f04843d5dad246beb6f8a83, 'hee': 0xa6dcd6ccc8a3ca07da9f995919831631, 'iee': 0x5cc3fc04b07599ebe9acc06ead0c7667, 'jee': 0x3591daf03f80ee638643d8e173087e83, 'kee': 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0xfcc66ac1c0e07a00b56b0dc4c0902567, 'nfg': 0x3b671c4e5270052096ee92a961a24919, 'ofg': 0x1810627b547a253d7b51299521e4e3ff, 'pfg': 0xe5a80ecabedf10df9bc8a066f030958f, 'qfg': 0xf6b98457fd28f2543c6ca7d47d9be75e, 'rfg': 0x77837afb30f8344804e691dfe0c696f4, 'sfg': 0x1d9579ed1ec0d8ba600226647d13de72, 'tfg': 0xd419c7f200c53689a2b4f73b7cff7d0d, 'ufg': 0x6299c2c8bb1b51836da168dd066ca11e, 'vfg': 0xc9a38590a3a7510db06afd19816cb6f8, 'wfg': 0xd3fe265eeaecbaa16eb610fdff281caa, 'xfg': 0x0c84d6a86ac5c4e546b9c8e9cb4fa004, 'yfg': 0x48955f8217e288f32f27536d9f21611f, 'zfg': 0x5451cbc4023c7b3d8af3303608ef661e, 'agg': 0x3e8a6ab1d0e7ed98ef5fad10d14ba41e, 'bgg': 0xd9f527109f6c88a75a401e9ee4c5c337, 'cgg': 0xb2d8dbd40f4c86e98de79de41bbd0e6b, 'dgg': 0x3e157b281fa5cea063d8489179946677, 'egg': 0x0e9312087f58f367d001ec9bae8f325a, 'fgg': 0x7e696161f558ab98fc2e43202516934c, 'ggg': 0xba248c985ace94863880921d8900c53f, 'hgg': 0x2f1cdec1a33b0036795634c4b81aa213, 'igg': 0xff2c7130f5cf4a53cc5fea6aeba26822, 'jgg': 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0x9dd62874e29ef4a0c3108a0d59e0fe0c, 'jkp': 0x530cf1449f4f8ae3e023142a32c526f4, 'kkp': 0x4c1e8f51338356f9ed2faf098eee974f, 'lkp': 0x5a4755242d62baed1fd9f828b7a68c2b, 'mkp': 0x39d40eacf1a803b072dc739dd4750a49, 'nkp': 0xbc3facf1d681a947a9bd04fc25d9c1f5, 'okp': 0x35513c93644d7b47d8407231f6ee95eb, 'pkp': 0x35737bfd0b0686ae955771b88f67e1a4, 'qkp': 0x12f1e10e497a848e4ea3416d90c36c3b, 'rkp': 0x48e39eee5a2e780540d9c10f0e1d40de, 'skp': 0x4cdcf78bd2c4185ad6a0b8de3101b042, 'tkp': 0x17442fffff96a11233d6bdb6a92f55c5, 'ukp': 0xb466e2faaccec15dfe9116f04f0fd2de, 'vkp': 0x19f5a472be5d0aca03df06ed85ae5947, 'wkp': 0x99f180b066e8668d26f37c7f49178a49, 'xkp': 0xf575ac8f8132ca19a8cee9c6bb01138e, 'ykp': 0x1c33c06d9aac849850cdaac297a1b60b, 'zkp': 0x6f9e70e3eb392edd41c7a2e169b0616c, 'alp': 0x786957b81c3db271a0b7b88ae2d5c982, 'blp': 0x41129a4824eaa3f50ec0bbd04c337128, 'clp': 0x1746c6e2409525c3ffbb01d7f15688e8, 'dlp': 0x2ca7beda17b071de9a70502e24f00161, 'elp': 0x04c43a59a7f35a59c2ef082d69627781, 'flp': 0xf1f150df60f354291e8321b9b395e406, 'glp': 0xc0861a8908e543488c7698646cffec2b, 'hlp': 0xf37ad8785734b582f65f918cbd28bb24, 'ilp': 0x8bc3b4d83fe8fe05f95d8b27428ee17e, 'jlp': 0xeae1a8e0d882027b9c4d451fc9b84ffb, 'klp': 0xd0cfced9c33e6a5e31e7f71519af0009, 'llp': 0xe2043a154e0252c34d9073e751457b00, 'mlp': 0x6a20507c5f69d5b8867fca69fe848540, 'nlp': 0x4c5adbed16b4c9d16698f71cca4218cb, 'olp': 0x55d42df47f28600b9220bacd3cdedc5e, 'plp': 0x95ed136f1ff343e42d36fba7b010746f, 'qlp': 0x7aa64f3dc87fbf23f34c4864472319b1, 'rlp': 0x577db1a0d959f5c84621d779926a9161, 'slp': 0x32f09e43994fd9f0bb3684f9d3de8d9e, 'tlp': 0xf666ad4dc5d95bac7f35964e7d56e41e, 'ulp': 0x728996853f295d0206575099f828878b, 'vlp': 0x242d819d6f818357c5df7b348875c0e6, 'wlp': 0x7239a1029062514ced2b3e0c499f2d10, 'xlp': 0x40f6c58c93c8da42f3879a8b4b312161, 'ylp': 0xcb1273cb7fd6f0ed2295588daf69691e, 'zlp': 0x19d209fe1f4895978a62509d21a87afa, 'amp': 0x162cacf0d591b432412c89437dea28e0, 'bmp': 0x96a75bdbf222c58cabde08ebe2172c9f, 'cmp': 0x31b4e550aa5fd883246f9b9ceae82483, 'dmp': 0x62568609a56c624866dba97854be05cf, 'emp': 0xac8be4aee61f5f6e21b8c5afffb52939, 'fmp': 0x5e596594042576209f90cfbda5422f5a, 'gmp': 0xfa57b71f67e2bb2e55303b33f8358751, 'hmp': 0x6d87e0c7efbeb99ac6bdf9ec93ec4c24, 'imp': 0x72bb0a20dbae84efcc752cb287357197, 'jmp': 0x0ef6cf926f2f394b0cc8e11be8022625, 'kmp': 0xf9c1fad79f38e43455afb85a4a50b8c9, 'lmp': 0x01bc906993658be8be9a09519fd9bec1, 'mmp': 0x6d531219a85503136ced0612b6208835, 'nmp': 0xe43313a48eeed4619fe7b1608a68345f, 'omp': 0x5e4c0ecb1ca74c29f5973c5c738173dc, 'pmp': 0x458d8aab000e42e82040abeadd25172c, 'qmp': 0x66274c4d2d5c398e9afd286714310d55, 'rmp': 0xefecdfae536bae52e683435e553ad2fc, 'smp': 0xb3de29d2072b317fc5f8c87a5fbd9564, 'tmp': 0xfa816edb83e95bf0c8da580bdfd491ef, 'ump': 0x5d0c214266e4f0f90b328969fc40073a, 'vmp': 0xbb8d78987230b5319da7baab05de714e, 'wmp': 0x60f5d7ba8796b5e9259d8654989ec754, 'xmp': 0xbfae74dd35a05ffe9addd44269e75dfb, 'ymp': 0x9599528a82078da91b05c270ea80c770, 'zmp': 0x4b9e47c477a094f8deb8f59cd5c364e4, 'anp': 0x78b79ca363ea2fe10912fdc62577f8fc, 'bnp': 0x9cdaaed716080cf038f191fb40196f76, 'cnp': 0x87a501444f19e68f4f39514a2f4ca30e, 'dnp': 0xf860d4775a5622fd5a1243df80803cb5, 'enp': 0xf64667ec624e7db2da4094eb36b330b6, 'fnp': 0xab498a6016e13d49555152fce6d7c726, 'gnp': 0x2c2d413b8c4df7c3aabd615bb406874e, 'hnp': 0xed6be5e9e5bcd52dfa935af71a49a67d, 'inp': 0x2c6f00854b4702a9da9a18e5fcfdf279, 'jnp': 0x462e2df02b23c0f4fc4a36f22407b2fe, 'knp': 0xecd7da5cbb58fa26df78fc9f438b5d4b, 'lnp': 0x940bb6f30551adda12ddaac64f8645a7, 'mnp': 0xbdaad796945a5a1d01b2ee794ae33d3d, 'nnp': 0x34441179b7dc4bd2aede891bd8ce903a, 'onp': 0xd29a65bfcca6cc851d0b6e9e614bf041, 'pnp': 0xdd659348c317942ce6b00831656a1703, 'qnp': 0x23e3817f89a5d4ae7ecb4de4eea424f8, 'rnp': 0x52320cbd0bef06bdd02d882b49b7abfa, 'snp': 0xd90db89c5669f052e986c7f6bca7f878, 'tnp': 0x2e2cb3fa476370df822f27bee84980ec, 'unp': 0x3073f2f63d0fdbba09ab904f78dbb940, 'vnp': 0xd51ebb70752bb5363ec00a5781f6cf1a, 'wnp': 0x52cade030d65445fd0eb1d8d18ecfefd, 'xnp': 0x802f88a56c96cddc34cd3352d1166d83, 'ynp': 0x96170c1a764d76976b0fe41ed70edc50, 'znp': 0x5502891909079b9d6a5e1c283fb98c40, 'aop': 0xde58c033284230595c1b6faebef80768, 'bop': 0x8379ded97b868b2760ced47e3f69a5c4, 'cop': 0xaa3ef5b6ebb78d184429cab1ec2ab521, 'dop': 0x7385cd258dcaad1cade7b738ff3144b9, 'eop': 0x8373443e533b80c2a8801f6b3344c562, 'fop': 0x7ac9b3199784fd93c13244a06cce31ee, 'gop': 0x1c6b57c9025453964e72c38be0f20873, 'hop': 0x5f67b2845b51a17a7751f0d7fd460e70, 'iop': 0x9fbfb220e03aa76d424088e43314b0d0, 'jop': 0xcef5d3ee85edb4d695c189c857380cb0, 'kop': 0xc7b3ac3e458121536d7911bf4c47fa88, 'lop': 0x53c9332629ac50edbf2d2bbf7fa83f7e, 'mop': 0xb7208774faea1d155062bdb773b5f221, 'nop': 0xa571d969c8661fb0342afd08e571dfa0, 'oop': 0x403a96cff2a323f74bfb1c16992895be, 'pop': 0xb21afc54fb48d153c19101658f4a2a48, 'qop': 0x050ad68c27a56f6fd44a6ec857ef877b, 'rop': 0x08cac5c2739f613c963b0550c07e6d31, 'sop': 0x3f71916d46f94f5ee51bcee817ad8fae, 'top': 0xb28354b543375bfa94dabaeda722927f, 'uop': 0x6a6cda5e53e68520465f32d0fc0ce38b, 'vop': 0xfc892cf66d8623e6a4ad9c6184926e46, 'wop': 0xd43c6cb609bb37935f47215474db2c46, 'xop': 0xecd50e7bea60e8c153d4591217da6ecc, 'yop': 0x1216068a02a4f291332802f42d23987f, 'zop': 0x9ab2e2da8b7a2e8eb0837913e14bd796, 'app': 0xd2a57dc1d883fd21fb9951699df71cc7, 'bpp': 0x0c68c2daa0334704116676287d54c2ae, 'cpp': 0x2c5f2cba9af7f92986d3de1e753f3faa, 'dpp': 0xe4ba495fee46c6a3c3107a519636ef2d, 'epp': 0x1c28d87300e5a0c965e8254f1820b14e, 'fpp': 0x1cf1318db42376e7530367c760025f5e, 'gpp': 0x1320264564c97ff3a090752ba4df4064, 'hpp': 0x3c842ac24d3a886dd95fa2b7dc90aacd, 'ipp': 0x0d94687af4d9232aebe28598ac3ffc3b, 'jpp': 0x39e30eac46faf1fedcbfdd279ea6d2c6, 'kpp': 0xf6190952570edce4211cbe9503cb2707, 'lpp': 0xd4cbf60909942c7e9410233637f061a6, 'mpp': 0xc0605d29f676dd1cdb0a94dca8cb0e06, 'npp': 0xf5d065c9fde93d07b20c4398aa4ae0a7, 'opp': 0x3ad056c91cd3698877680b18756af52a, 'ppp': 0xf27f6f1c7c5cbf4e3e192e0a47b85300, 'qpp': 0x2b6453c261612a1017a288c2a5d6f79a, 'rpp': 0x7bb99ffc3b66f581d7613506ac9cd920, 'spp': 0x5566919ceb387560157c4fddbf8314c7, 'tpp': 0x6da5eedc4c64343127dc6174c885041e, 'upp': 0xd56cbca2617c2dd7bf068f4cb423eee8, 'vpp': 0x21f66e7dd81ae29064c26b66d9b3e967, 'wpp': 0xb385ee7b0927fd5299dde2ef18546b36, 'xpp': 0xde30f4ed64a614089b1ecb0a6f039ac3, 'ypp': 0xe31e1cd693159fc458cb7ca71f4d4af5, 'zpp': 0x090d5dcf598ffacac71b5e67eb69406c, 'aqp': 0xf6c8fce8ec5f2541efb6083759832928, 'bqp': 0x5b5dfe60b78ca0be3a2a16d85d4dae0b, 'cqp': 0xd6acc9f1ba4b28b91ea9de99a0ee53d7, 'dqp': 0x323c05f3370d4490f9ded9d6425fa3f9, 'eqp': 0x5507696533520233050d68b5af3022b6, 'fqp': 0xd17aa433ee959de738d339c7f3ad2f97, 'gqp': 0x9039159fe242b32af3263c31a502c8f9, 'hqp': 0x948be45c6d58d4f9bbcc5e6b2b6fdb62, 'iqp': 0x5402ef8bef0446869440259ec13b80c8, 'jqp': 0x7a00c54bdd5545aee2142933e2b5f845, 'kqp': 0x1b00f6f91c6b0596103c17854a5aa9f3, 'lqp': 0xf68fd2ac10043697a454ccd67dffaaef, 'mqp': 0x1d645c0aab99ae70646e2ed37b130131, 'nqp': 0x5471870b6921439d429db6ab00d32bf5, 'oqp': 0x8b653e3cf70ea78af3e837a79e435514, 'pqp': 0xe3264f3f1fe95dbf44b45bd8a33cd17a, 'qqp': 0xd0bfc6412b21c099ebea3966c99399a7, 'rqp': 0xad79d05d0dde12f71bbb3552f775aae1, 'sqp': 0x3a6e6cdf5c8792716dfe9b3f226a769c, 'tqp': 0x90edb893dfbd3c03136e022f65e17800, 'uqp': 0x8edc2f3ac89df9b47687bc9160d5e82c, 'vqp': 0xfef73b36afd80f74156a89b79ac14665, 'wqp': 0x3a7e100444505cab3a5a13a90efbd862, 'xqp': 0xd20b1394efec9bf4ff21436e3c5fa860, 'yqp': 0x7d61d5327be70a6c6b1503794f685b37, 'zqp': 0x151d735e317e326c6a9a4c1bd0218ff9, 'arp': 0x2e0ccdd846ffd60116ddb796dc8409ae, 'brp': 0x13d3ad9095846cb3dd5ae42bc283a7a2, 'crp': 0xa7939d043567ee90a9f1febb314e563d, 'drp': 0xd7fa3035763943194c712ce9d95e3c4f, 'erp': 0xdef6d90e829e50c63f98c387daecd138, 'frp': 0x40b6d5dcd2295641ee77cf0cd8e9b144, 'grp': 0xaae3c71672121c2397f9f81ff2eb7659, 'hrp': 0xecca84ac88a9a70ab5bcfffbd8913d15, 'irp': 0xa2a4743367f6a5235aeeaa113eb58c5e, 'jrp': 0xf0c9a442ef67e81b3a1340ae95700eb3, 'krp': 0x17d7a40f313560d4d9a1189a91e45ab9, 'lrp': 0x55fe2d9f44d15839815b651b599f7da9, 'mrp': 0x412ed2e9aeba86664aa62a87e296a1b5, 'nrp': 0x35f71b6968296592b283199ff47eb64d, 'orp': 0x802c33b34b545e5a3bf683bd81d96ba0, 'prp': 0xb01c6fd4b56d65a5a737ecdf107489c9, 'qrp': 0x616cd522f1098345f50d9faca5df73be, 'rrp': 0xf0ed791c0fc0a2f5b856a13c88f2882c, 'srp': 0x62a165d59f8daf42e2df5f3c5aed8a2f, 'trp': 0x3678a3f8e003e7635b0b76a9d832cf63, 'urp': 0xb90223d5a6d6691429ff1fb16bcefbc1, 'vrp': 0x9406f7c83b10ac45f811ec2193d30f22, 'wrp': 0xbb2ae1996c21bebfdd49d47440c714f7, 'xrp': 0x295635e63aa72d18e14800198e3c447b, 'yrp': 0x64bfc677e07d98a0700df63c05c35504, 'zrp': 0xd69817e7c136f594f3866517edde13a7, 'asp': 0x9451810adcc13a25e610332880cc447a, 'bsp': 0x3c247ce3b763bfa0225f15c27bbbc328, 'csp': 0x3c2f5decde47940c8baf3b80dea449bd, 'dsp': 0xa9bfcbd77aed59d33d77710050ce42d6, 'esp': 0x4878a0c647b31c5074ae45586fefd018, 'fsp': 0x933e301a1b25760b896a5eadfbcde902, 'gsp': 0x309a42df34d2fd16979b368fea304d0b, 'hsp': 0xc435a9810009800cafef7dce3b7844a6, 'isp': 0x6950d1d89a0a96715e5a350129e90346, 'jsp': 0xec407cce6b649daa8e320157e5763976, 'ksp': 0xa3d65f2e6273b9874a9d045b31ba1845, 'lsp': 0xf3b3567de9e676a3a56db74f06664ac1, 'msp': 0x9e5236b0197a19704ab82b7bd13ff745, 'nsp': 0x9518e0694a21e0b9ef3ec36461cb5b5a, 'osp': 0x3a8e55937df0d596fca0943b924306c9, 'psp': 0x95d52d58778762c70ae3328bb07d8a3d, 'qsp': 0x8731b2971a008d082da40ca2c87a6136, 'rsp': 0x451e86cb8c690e064ceb3078192d8615, 'ssp': 0x97c9c694d99f729e1a48940d0b386a9b, 'tsp': 0x902bcfe577b6644c4a7024c28fc3ec94, 'usp': 0x75581170ffc0cc5ae2d7c2823fe21d6a, 'vsp': 0x31f613078471b3d039afb53a8846ce89, 'wsp': 0x5fcb3686f6a0befe36ee537d3fddbfb6, 'xsp': 0x4c5c859a3e5649a0aad443d1c8975e94, 'ysp': 0x09831b380c21b73918f3d2437e0988e4, 'zsp': 0x7719b40816742c1e564e7e22863119bb, 'atp': 0xddcf3f1d229411acd59df0073c29b45a, 'btp': 0x5137658346f64b3ba16c2e68193b396c, 'ctp': 0xc4aed387427f99fb297dd833379861b5, 'dtp': 0xf0b5ba9b8a365c0a8709d9016f865d95, 'etp': 0x5060bc256b49055830cb6ee2c22c436e, 'ftp': 0xff104b2dfab9fe8c0676587292a636d3, 'gtp': 0xfed55d430b475d5d6785387b161568cb, 'htp': 0x1cd979309246dcf03c76739887ba0aec, 'itp': 0x04330147d2af6e87dc0a91a4a90fdaf8, 'jtp': 0x5890235e6db09de19c87f6119cd55dff, 'ktp': 0x92849aeec004d64f3cdd984a81100ee7, 'ltp': 0x626016a29dbc62b0c903f6fafc775790, 'mtp': 0x5884bf0e6464833e0550ebb13e0578e3, 'ntp': 0xc09633a606c51a161b16f8bf38f5ebb1, 'otp': 0xd2270e7120a93c8b0a6a34760e654c7d, 'ptp': 0xbe19d835ae8962460c01703fd05ad9ad, 'qtp': 0x8109df850e199b6083212f0f060c8b16, 'rtp': 0xc766e112de79c244fdaed0ed34ca5e12, 'stp': 0x1514ef4c38ef3b21bf970755926aadde, 'ttp': 0x673711496e1acf40122b825d1c9d34cb, 'utp': 0x6545700ab0c5f892423b7a3b78bc3612, 'vtp': 0xb110860129263a32910deb6ab48bbb6f, 'wtp': 0x058520caa81c8e451bc6ff547386a446, 'xtp': 0x85c4e874572ea3a6de4caeff32bb6628, 'ytp': 0x668d5b63e451b5c73254e70bdb2b2e2b, 'ztp': 0xcae01c3f6bf83c60ec2898aaeaabe31b, 'aup': 0x5a62a5b8e1ee3a635d87c8b355ba2f3f, 'bup': 0x07672cabc9d5903ebba85d9851ffbb12, 'cup': 0xf3f58ee455ae41da2ad5de06bf55e8de, 'dup': 0x0e9f1e8e40bb79e800b0cc9433830cf4, 'eup': 0xf54f9ef1d93eb0a89cac76effec9ac25, 'fup': 0x86de25aba2c1318e6f508ed298072ee9, 'gup': 0x88ee566ec2b9b735358dc1586cb3397c, 'hup': 0x2ae5050db8876c01c093d5cfb519f1d0, 'iup': 0x10ca7d460e9bb0cea03b9d65032e6279, 'jup': 0x0a127746975c831cadafe67a7ef74221, 'kup': 0x96b6e384cad40d608ede8815f8cc5b33, 'lup': 0xd2ae99ca69374f7f660a496ab609b99a, 'mup': 0x909a565ff642e7b829acf0174110bf80, 'nup': 0xbb30bf8998422a7b62aa8a751a185b9f, 'oup': 0xcb533ba44ee319dea6ab1f95487de83b, 'pup': 0x59f6af98d759634f8597238fb0b86854, 'qup': 0x8bb44d1f2a50fc1bb7b3da41c63df10e, 'rup': 0xcf49de8dce0882063532bfe93fe34a29, 'sup': 0x2eeecd72c567401e6988624b179d0b14, 'tup': 0xb2b31595141e73148c92f89e087d35d5, 'uup': 0x2f4df692ba18673330cfefea5f7661d9, 'vup': 0xa9383b13cdee2fdd79d88410660e93be, 'wup': 0x16ea71e1069897399d76e4caa0234163, 'xup': 0xf617aa2217636f610b8e505f06346bd7, 'yup': 0x8690303dcae84177bf642ba30b76393f, 'zup': 0x167d8771360bf94f31d351777fe97df8, 'avp': 0x349433344be987d594aa70f188dec534, 'bvp': 0xeb83f13c287d64603462b964813444f1, 'cvp': 0x9679a0f417e4a4c26f95db8f1939f197, 'dvp': 0x1aeb891abbe8677ab4e014831bca77ee, 'evp': 0x08759776f1fdd84d8ed60ed5dc662535, 'fvp': 0x05bbd0081b4d0a06e00661b04238805e, 'gvp': 0x1307e99f3fd135e2433da80b791b74d7, 'hvp': 0x0611e02c34289010783b0eae0a48fc12, 'ivp': 0xb61140724079bd738819daf2d45fbce3, 'jvp': 0x16e9cfb78808526901f9befc5bb268b4, 'kvp': 0x2b69e2768e9b23fb6665f58560853916, 'lvp': 0x26f1e77a85c920221ee73f21571f54c8, 'mvp': 0x4d8673e0ed492955a486e0e4c5ff0646, 'nvp': 0x0c7cf445966fbf9295e8286d51af4712, 'ovp': 0xe3e6083cd5e8de5744db9d3593efd13c, 'pvp': 0xd81d2324fce5918da1183d427d81e3bf, 'qvp': 0xc317a65d97a1bcf9cf14c16451a2828e, 'rvp': 0x37eefbda778cb519809627a063c99da7, 'svp': 0x30283fd7dcac1f4cba559b5093ce8a3a, 'tvp': 0xec0c8d02a41aaba2e01c8133db91ca1c, 'uvp': 0x9cb857f998504c396dcc75d1f2e71311, 'vvp': 0x4e76873149b5faf0bddafb0b9ef929a6, 'wvp': 0x7e564b1e4d2c8f14c87a3c0e7ed4f9d8, 'xvp': 0x1e2d4ba26d41c0f7ac96afacc55beefc, 'yvp': 0xbea6a5c28194e104af0e150e6c5bc883, 'zvp': 0x1a577406e53622c4b2fcf4f23953dde6, 'awp': 0x83c40978009dd8a1a89d73028be27a5b, 'bwp': 0xa30957698f9ae01d785c6946eab79330, 'cwp': 0x87fabd90c8ce7beae91b471c00c97b5e, 'dwp': 0xc390bc28b43ddff7ff8b6fbc09078528, 'ewp': 0x5bf259c3d99eed992a65cd03901f32e4, 'fwp': 0x26aa928b2ee893ee7721f35f8e2bde58, 'gwp': 0x920fe71ee48fc7a0159652ec1781d119, 'hwp': 0x238052d0194f8e71d2b7040b716fe0a1, 'iwp': 0xe7ae04ba6b1ed27ea811236e518ea94e, 'jwp': 0x349f19e133c1d8b668eefe064faf7853, 'kwp': 0xfd6370676118da9c4a2bfaaef47f8ea3, 'lwp': 0x510abfb8a391a5c6c9a81a285cc077e7, 'mwp': 0xe8cfc01b37b8e9f27af09ffae08eae36, 'nwp': 0x5cd8766bb4367e9d32565e9809e43b5c, 'owp': 0x2e623a8be42e9a1663c66ac562316872, 'pwp': 0x978d82f18a26b0eea6c67138cd408e85, 'qwp': 0x3f70a947bbb41a7f555d3812a2f63540, 'rwp': 0x65e3df6194b3eddcb92405aede40c649, 'swp': 0xa9ec6fc4217038a6f91294b8e5ed9933, 'twp': 0x486b65e303535f389971acd73a4d2c61, 'uwp': 0xd0836d7d5dbada368e56915f6b3fbaf4, 'vwp': 0x9ae70189270faeb4aa42096bd9ff95ff, 'wwp': 0x239c73a6e8df31e4c47f0e073b608120, 'xwp': 0x43c0f1b0784862f3f3998ec294fc05e2, 'ywp': 0x06a9a6253270011817eca4ed77be1398, 'zwp': 0xe6feb44502c0330d296dde0741122977, 'axp': 0x1fa52dc6c9311addfac0c6a1a4ff51a0, 'bxp': 0x9007d545df9e942a645fc201c9d9595c, 'cxp': 0x1d3ab10d2d5e250151f6aaf31db53fb3, 'dxp': 0xde89089b3f28523876061b4a1f8c9f69, 'exp': 0xb0ab0254bd58eb87eaee3172ba49fefb, 'fxp': 0xd7bc68e9ee18d3c497441b598e42789c, 'gxp': 0xee1bc0688750cd9a96802766d3641b26, 'hxp': 0xb82684e6f455dc682a65a786bb1ed05c, 'ixp': 0x94fbf8da1bf2a39842019c960c02ceb3, 'jxp': 0xe7308f74034b0651a93d6c9c11caf34a, 'kxp': 0xbf49a18bc9c63c9e6b1b0c2565920993, 'lxp': 0x6ae96a1f4df95ecd47ef0553e7b2fffa, 'mxp': 0x7e4cadee5c0c6c74852d7aaae20e978a, 'nxp': 0x2f8676637c8e450fe91d162ece5e41f4, 'oxp': 0xfb2a34b5295ec624345055ebe5fb7016, 'pxp': 0x7d84649242d2621272cd3159df8006ee, 'qxp': 0xcb8e8acde50654884884ee62cc11ec09, 'rxp': 0x95445552a4a412f50cbad8abf74171af, 'sxp': 0xa445ecaf347eb52c2cf966ffd3e50659, 'txp': 0x00aaee999a7a337a9202292ff26aa90e, 'uxp': 0x3df672b4b2a94298e47ba9ab1dec2b68, 'vxp': 0xed32e9c065ffd35d5ee70582e7f7fab2, 'wxp': 0x8bd8012759a8912d021eb2d1b91a4a66, 'xxp': 0xc2227bc88157cc2647139d7d3cfcfbe9, 'yxp': 0xf62890f297e8ba28489d1c8a0629c630, 'zxp': 0x344d009495fe76c502352b6fb348ef53, 'ayp': 0x96333100ab42d131e13321f70ed2346b, 'byp': 0xba8f6ef3bd7b7cd9ceaa781519bb6ae2, 'cyp': 0xf45169741bfce8b1b2882da4a7fbb5eb, 'dyp': 0x260bd0a2e95b19f4235ad84ed060d9d0, 'eyp': 0x9e5d9b1f7fa4a8d0d06c796f22916972, 'fyp': 0x6d3bb4865e3fcb97ad0cc6a4a89bdb06, 'gyp': 0xf8466a35e4bf55255c99120cabd1d5a4, 'hyp': 0xd5ba23194ed27cadbaae786de805f40b, 'iyp': 0x89a6174b7fa388378dd6d0f7ae4f09a6, 'jyp': 0x140a94509e9dc9401c8cf456863b44dc, 'kyp': 0x5455bcc38fb2a5515db34938deeb0799, 'lyp': 0x9ac5c2f0a81fbf1408c6a90bc6bc4c1d, 'myp': 0x3e8555846a7a6d8e9bacd6bbbc1710d4, 'nyp': 0x480a45ad83c2c12112a7a943364144aa, 'oyp': 0xe29937e288f315b4f97733d6679ec81e, 'pyp': 0x3b1b11474a0e9f2e28b5b9f4ecc1c092, 'qyp': 0x557c9246028b2b315e811a8ceb7691bf, 'ryp': 0x9b6f0aedc005e0c286b27637aa46723f, 'syp': 0xf19fe81cc92b1efcd1dd6a097ab17b05, 'typ': 0x51477bf023258e57bb334bb8f07e3664, 'uyp': 0xcaf05a235e8811ab554bb42cca51dddd, 'vyp': 0x87cb014c2d9dd08bb3bff84f5353274c, 'wyp': 0x2b3311e6af741e71f2dbe90df9f9c1da, 'xyp': 0xf3e1448e811a9db2b7b08fb95f983592, 'yyp': 0xe6e49c625c89ac128b962631a840ca49, 'zyp': 0x0878dafe2374adc39fe3ed25059a31de, 'azp': 0xb489be0dc1c45c44390e990b728046f2, 'bzp': 0x9416772ae64db34008664b9b838c975d, 'czp': 0xaa4e7d05526a568e057b69f9ffd6fc61, 'dzp': 0xd4788bec76ff7f274ef1a5b44b3c8dab, 'ezp': 0x88f5a2f0d1351b4dfaa5f509b4e0b5db, 'fzp': 0xe914459c55188d10371c78c894051507, 'gzp': 0x43267a6876f29e67f27995201e547a44, 'hzp': 0xa847284517297bbf056a8fd81fed0296, 'izp': 0x61a28c0d101505c1988598cb6614dbeb, 'jzp': 0x2602782797bd22105ca0c2b3e6e39849, 'kzp': 0x0b78bb0cae88b12aca917bd9918e7afa, 'lzp': 0xf68ac95bafbb929143cfb3406f94fa54, 'mzp': 0x8c6da308854f895f01b45b44a34261b0, 'nzp': 0x70cc5dc23b478f7036c509e9d87977a3, 'ozp': 0x4e28f8b239088620e20ef85fdd8f7fcc, 'pzp': 0x19e01f9aeaa4e9939a28dd25f1aa29d5, 'qzp': 0x429e0ae6edc6474718a8a67cd81d7fc8, 'rzp': 0x30f50b5d6169479276d877b7fcecedd1, 'szp': 0x772dd5b0190c0ab683d672e1e438f496, 'tzp': 0xdb9d5a084383957081df8b0c9f00ef59, 'uzp': 0xec8c479114d7dbe337af73b81b1cb35b, 'vzp': 0xa88033ad9c13df0635e4756b1927b80d, 'wzp': 0x198bb8f9be82ba8d1349b0374a12932e, 'xzp': 0x06903ab17e833f33b256281c381a23b9, 'yzp': 0xc25a1809b3399650ed4699691b4ab714, 'zzp': 0x7ec0d93966f46b1e1a8c59a906800634, 'aaq': 0x69bf1b5d2c24150535f6c80e5933e43f, 'baq': 0xb47951d522316fdd8811b23fc9c2f583, 'caq': 0xf4f51d53b47ded5c4b59d34cb1989341, 'daq': 0x91c095b62c3914e69235cb5337a4fd49, 'eaq': 0x4657a4aa46695a6db45a021c5a9b320e, 'faq': 0xda75cd652254fce37e953d7f261f132d, 'gaq': 0x439ee447b35c1c23262aeff42a38372a, 'haq': 0x0170159c366e2c96fb7ae73300630be5, 'iaq': 0x32219ebaf870e04c06847e5e9aa7ce56, 'jaq': 0x82d0d02decc40be462249205d5373816, 'kaq': 0x329e0fe1b98026f0b14ac71b370fd3ce, 'laq': 0x87b7110c9a93826b50f500b0b2c9077a, 'maq': 0x262a223e4fed4f13e42e9c37a608ca43, 'naq': 0x7170e5a4afe370e1b0ed9159c13978ab, 'oaq': 0x1a64b6851409c35f069daa8bf1707600, 'paq': 0x981e5fff06f26c103c199601d06a3749, 'qaq': 0x563ba72ccf2593689f6d215b93eb48b3, 'raq': 0xf5000d14faba23ef5f1b5bab4860e860, 'saq': 0x1526c671a36654503d711b997796f034, 'taq': 0x60f462ff5e1f1d5a092ea1b9ada4333c, 'uaq': 0x5b696af15114a0dc52d5b748d3bb1546, 'vaq': 0xad15ddee31bf46195914b63e5323f2af, 'waq': 0x4adbcc8ecb8b273455311b2414d85543, 'xaq': 0x74d49eef29ef96952a766ecbe9ef3997, 'yaq': 0x038bfcd4977f44af727dc1a03c054352, 'zaq': 0x9e3895cedfa93fc7d6f63cb00ad91d1b, 'abq': 0x039410e18a02ea5692db20b5d5fb17be, 'bbq': 0xe01fe28f6cd12003e2298024321d97d7, 'cbq': 0xa1d066aece6a04638308d85a3b73d665, 'dbq': 0xc2159e8620ab81f839f26b021eca1bc2, 'ebq': 0xe045abfa3793de085f161f6e15bf1c8c, 'fbq': 0xe4e53b1d3215914b048ddf560430a5ea, 'gbq': 0x7e6021d9236189c47fb2d681f8f5dd0c, 'hbq': 0x98c0ba023396348fc6fe2e866365b1c7, 'ibq': 0xe70c379f2a2cbcc214d0946d6e6959c6, 'jbq': 0x67b5d83f1728606a7d76d4a891f625f2, 'kbq': 0xda6bf528ad2d643ec3d6227c838f620d, 'lbq': 0x3e3514845a31c2f2d267abdbc5235811, 'mbq': 0xf4ec45525c656126b663a55563581c4b, 'nbq': 0x3e059870c2b89b760cb521678e5ae7a3, 'obq': 0x9b9c2770bf27d23a95a0753a476c669c, 'pbq': 0x11c7184b9bde874d2405bc0d60a00d38, 'qbq': 0x316d136e04d6147466428663329335f8, 'rbq': 0x9c92c67a42ff4cb9f48f096dba2fdcea, 'sbq': 0x99d2041789211871e52166e10db585ce, 'tbq': 0x4993dfed28d6d20813d9c76fcb3dc942, 'ubq': 0x0aaeb6bf9ebec24cc098729cb18acdc0, 'vbq': 0x05b7c3036114f5644aa0b2a87b4de32a, 'wbq': 0xb5f7e38cedbc2260bf70a02ff4af58f4, 'xbq': 0x18f7faae41232f122744dba950c27911, 'ybq': 0x8d687281238e12cae09ba8b24e2a0cbe, 'zbq': 0x3fa1cfb589240e522a794ae2f460a53f, 'acq': 0x1d8f641a947b3f8771d6eedc9c7f6988, 'bcq': 0xfd76c4079f65a804151557c566679cae, 'ccq': 0x4715c8c39a49faf1625aa9a65a5f2244, 'dcq': 0xa0e9fe2c6fc37811c45a72831cd9e2d1, 'ecq': 0x1d5c0d6cbac5109130c51aa8defe27e6, 'fcq': 0x3aa6a65e6aebcd1601d8235528b1e60c, 'gcq': 0x26101cf606c2caca71073d3dd887afe9, 'hcq': 0xf4fbb8fe0aa976a24d5659265f7e0a9f, 'icq': 0x2765d621af8a58b78b4d528bd5ef7f6b, 'jcq': 0x6d69fd53b088a9d92cf32d51cfbec4e7, 'kcq': 0x5808097bde9a7c2bbfa519dbded98d83, 'lcq': 0x687cfc40f25be25465488a23423230ea, 'mcq': 0xa898f6f2038233dfb2f66e2b16b7242e, 'ncq': 0xdbaa1a291887fff225c932c794ff9c6c, 'ocq': 0x7e1b99424b186ac602cbe91256e42ed4, 'pcq': 0x62dabf3c3edc9816b3e2edba1b75943f, 'qcq': 0x44d5a95348aa82aaaf84c6db6260b00a, 'rcq': 0xed2ff68e2a7ecb3539fc312839a586ad, 'scq': 0x1f233f9859a982b42034dd17a45f264e, 'tcq': 0x7fd852a001523e2df2edc9a52aa02012, 'ucq': 0x3db5467ddf3546f13f5c962a18c62c54, 'vcq': 0x34077472e2b99446df79c1aaddc0be92, 'wcq': 0x2637febbf40f41e88c2af96525cfe274, 'xcq': 0x9738d61dcd0800b5c54f6eb5c46902e0, 'ycq': 0xeeef412772809b5047d492400c3ac2b2, 'zcq': 0x90ecc4a6017d226a69637e5b980e0578, 'adq': 0xd18b61be2cff59949eb5276e771a3fb2, 'bdq': 0x02e50bda16930d6afdc0b66bf89818d9, 'cdq': 0xf8aa1907eeb27f5bc55c724ef21f32ef, 'ddq': 0xe9168909a5e6406a67a40ee817d032d8, 'edq': 0xeaf7ae0743fd15eb56854b1338c36ddf, 'fdq': 0x09eaa876428a5172965d80feab9e1b16, 'gdq': 0x0969d5016c3f1b06818c82b7bf46b5d5, 'hdq': 0x53a0b123dbf48a124f60d95b1e3e37c5, 'idq': 0x8f7c934daa202a9515bbc554a71bd64d, 'jdq': 0xc7e6b216dbca63f7b8003d38df3bc8df, 'kdq': 0x0e75ed62ad2413c358c02b590f56c045, 'ldq': 0xdf365c4b1b515bae9ade2921455dc278, 'mdq': 0xe1216bd7a777ba082ab8711f16968f26, 'ndq': 0xe55f4560ed36a2766c7bc5667d6baa57, 'odq': 0x2c06f7bb3f683dded3d505167e1c0bed, 'pdq': 0xf28935486e030a740ec1bbe0e22b6f1e, 'qdq': 0x0f6b42d7acd2faa40944e4b7a7c7daf5, 'rdq': 0x5e471e1e47511d8f35bd19b9e514586b, 'sdq': 0x597114bacce7448d456b25845178da3d, 'tdq': 0x41c85a62d32f06111295018926a3a6ab, 'udq': 0xe1d187e5e46cf223c1b03d60d0b504ed, 'vdq': 0x6935c312fb3ea66049a874331e2cda30, 'wdq': 0x516932c89b8283d44479cc00aed39748, 'xdq': 0x064eeef6336915d16a2f152c7f1afe99, 'ydq': 0xfc98a2557ad44f40e51300328ffea8b5, 'zdq': 0x876016c8e27732ec55bdc7de033d5bec, 'aeq': 0x81922c6e7c4bdebebd7be669d60b7a59, 'beq': 0x6e00bc895a8369c5a5f779aacbbbb50c, 'ceq': 0x23aa16d703616a5f65bf5a990d799aa4, 'deq': 0xbbc5b7d123b9daf14f120776a06326d0, 'eeq': 0xe81d183b6de1ea62e8e967f08639f44c, 'feq': 0x8864f09730e919b859c6f85e597cdd64, 'geq': 0x42d01130c31a6db1a25b5c8314cf9fc7, 'heq': 0x970108fad41319d3a3bbdf100ad413ab, 'ieq': 0xdc9d76fce9fdae8379a5554e6d727a46, 'jeq': 0xb55e48b02362f8608c2793543031b365, 'keq': 0xa427e3a3c14e0389c84fc207eb0809bf, 'leq': 0xe8742a3606fa66940a24d4453fd5883c, 'meq': 0x290924fadb756e95dd37611499a00f7c, 'neq': 0xbc68613fd1fb63c55cd63311464adfbf, 'oeq': 0xe7599c0c4f7835ef687fd12ffc53603a, 'peq': 0xf2c2b4dad3fe01fecaaefc872fe8a1ae, 'qeq': 0xdf95126c4d938271d6faaee2d6cc0804, 'req': 0xab4d0a658aef644a039b90c2067b45c0, 'seq': 0xe068c2de26d760f20cf10afc4b87ef0f, 'teq': 0x54f94000f583d2fb6ad3a5babade393d, 'ueq': 0x1c4fdfc0117ae90efb4de8b615414e88, 'veq': 0x102c55b0cca93e4ba0ce420a1cc18121, 'weq': 0x1d095b4d29ad942b992b9f39d7ed0483, 'xeq': 0xa9822efd6688df45eb34e6e2645e3fdb, 'yeq': 0x8d8f7953d0635f3bc95a1594c5821d80, 'zeq': 0xac95be695372adb7b2c8ef873f350c81, 'afq': 0x14675ff6689e41e33bb01382ba685249, 'bfq': 0x08e74443361ae9146762b56a2bf15c25, 'cfq': 0x841bef2f190cf60c6c44c3fcd014313b, 'dfq': 0x2ae4f6b34e3cd40a78e090b831dc109c, 'efq': 0x2323128f0bd54519c92b267a2d95d921, 'ffq': 0x218f212256cd47ec859dd9e8913b0f36, 'gfq': 0x029ebc1540e3463a60dbcb0ef9463fbd, 'hfq': 0x16f25f448414c8b853ac189d298c08c8, 'ifq': 0x3b20c15e2cbe0833c814637ceb2ae2ba, 'jfq': 0x287596d559d46083f134e66af387841d, 'kfq': 0xa43b4b915e1c22055a31004f47ba29be, 'lfq': 0xc94cc707675548503b9134b858c6695e, 'mfq': 0xbbdaceca82859a61e6daf0513fae7edf, 'nfq': 0xf802bb26fe7a3bb7f2fe23963623eccb, 'ofq': 0x1629fd8819057587cbdcb47ee435f05a, 'pfq': 0x71e7bfe562580c24e42478e03f2c1171, 'qfq': 0xedbe2172b7f2289d31bbbf6245f56f60, 'rfq': 0x9eef3f14be8b87bb633a5a66d6a2feda, 'sfq': 0xe42b3950cc4bb0bde76cabc5eca3a87b, 'tfq': 0xa339d3b09090abfa4df5399e7fc59325, 'ufq': 0x69f92a66822a4b296f59949207e0ac1b, 'vfq': 0xc9ca35b325c3ed012edc71f18e4ba110, 'wfq': 0x9a561caf5aefe9ed71f7897a1ffb0a1e, 'xfq': 0xbdcdee380f9dcf4287319f4186269ca4, 'yfq': 0x972f28b2eebb36d0a77a923b1973f3ed, 'zfq': 0x10e2b172d0e30f8e68c8e926d96a7218, 'agq': 0x76b14772d08c09b75764b57cd7892354, 'bgq': 0xa947e9a115b523f3c14b76448ffcc066, 'cgq': 0xf6aff1d695ae232e68306d8b57ee41c9, 'dgq': 0x9311a5ca8a1fd9a7939c543fddf747d3, 'egq': 0xda0efa693887b002b14f195fb4761bcf, 'fgq': 0x92591f455b83cc9ae98b7099d18df0c9, 'ggq': 0xe2d390a36f9c8f14062fda0e62a787ec, 'hgq': 0x4ecce4bb4edcd96e63c6bb7d2bf6e8b7, 'igq': 0xa68296eddf8d3c65d199e18fb88cfef0, 'jgq': 0xaba346e30a2b233f86f910672647de2e, 'kgq': 0x520eec5c672511040edc04d4468e9501, 'lgq': 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0x60860a098a5db70fe46ea5fd34fd3e1b, 'bzq': 0x8ea3f1b85bdc46138d15d699fc8a60f1, 'czq': 0x75b9fcf9685afe44ec2798baa4e5b25c, 'dzq': 0x4249ff8905e8730fbfd712b19ed18ec8, 'ezq': 0x288eef2ebbe16c9aeae0a1ac6e74e3c6, 'fzq': 0xcb734d8cdc6ff5040c711648a417cf3a, 'gzq': 0x3b329242a3d2498d313f71128f708f8a, 'hzq': 0xa1f422ab3eb31059c22a4a3750560a03, 'izq': 0xb7519a0dd99b02100bca16f0ddd5743b, 'jzq': 0xaef4af9a59c7af737e5b2ebe4615e88a, 'kzq': 0x5537998bb4e00689c0a870dd1bbf5598, 'lzq': 0xe7323ffbdae2c49b1b52583b87b635ea, 'mzq': 0x098a95947e4486023cb83d76f0f70d5d, 'nzq': 0xc64b526434ff1cc75916cfd5313746d9, 'ozq': 0xa88adea8562f6541503de52a05ff2dc2, 'pzq': 0x0d982885893cc6ed33088f6b973e0bec, 'qzq': 0x2049783276f3bff62174b0aad1a0fd5b, 'rzq': 0x981fd9cadc00a2ba1844115971e5710c, 'szq': 0x442a36ccc45001169472dd902807c726, 'tzq': 0x5237035cefaa1174b5298db46254c3e9, 'uzq': 0xc4b8ce1b67d38aa98345f108f9f529ca, 'vzq': 0xeee4c730edb7c655bdb185040dfc3a81, 'wzq': 0x175d4020fe13e47d38baecb4713fb04f, 'xzq': 0x341a16c8a49e0376850e1fc259ec0e89, 'yzq': 0x7667c46828a340b3df237c37050e8f29, 'zzq': 0xdcfdde909acb47b9d4ed618e8642e3ee, 'aar': 0xbfd2e2d0b502df8e078e1ae470a839b4, 'bar': 0x37b51d194a7513e45b56f6524f2d51f2, 'car': 0xe6d96502596d7e7887b76646c5f615d9, 'dar': 0xac638a13498ffe51c65a6ae0bf7089fd, 'ear': 0xd8ff99616fc9df8a54a32eec86ba8109, 'far': 0x17d965747c701d6ffb406cad0f4265dc, 'gar': 0x4618c2b26e9e222b2cf19471e1f2af8c, 'har': 0x7efd1210b31b96d372a4d1975a6941f2, 'iar': 0x792a3194462bce7c44b400b97f187a97, 'jar': 0x68995fcbf432492d15484d04a9d2ac40, 'kar': 0xaa8ae3b340c34010e4500a0d6294dc2c, 'lar': 0x540497198b6b1f33e890e10f9742bb34, 'mar': 0x5fa9db2e335ef69a4eeb9fe7974d61f4, 'nar': 0xc0c669570f0dd6c896db86e0447802e8, 'oar': 0x82d8a8be8cfb6713683bae3c160e3007, 'par': 0xd018268506e2868537a478629b59e7c1, 'qar': 0xa76b31036e209b2c627b993e5d3fd361, 'rar': 0xbf0cda1e8b92bf9c134c0a8291e320e7, 'sar': 0x74101aa14a1d883badc954c4f462e365, 'tar': 0xdb5570bf61464b46e2bde31ed61a7dc6, 'uar': 0x355cb440d65f09747230e8852b19aa4a, 'var': 0xb2145aac704ce76dbe1ac7adac535b23, 'war': 0x4ca9d3dcd2b6843e62d75eb191887cf2, 'xar': 0x51d5522baf939027bccb1ff79c154c3a, 'yar': 0x883452d07c625e5dbbcdaaa47f0aa92d, 'zar': 0xb24d4be77066cb0bf70247b7d9176ebb, 'abr': 0xfc1e82b9a18586b50eb40c3867a61bc9, 'bbr': 0x756fe2b423fddedb2960a247031e4cb1, 'cbr': 0xa8186307f5bbc554b722505f23cfc81e, 'dbr': 0x63ba4b6a2bfae4e7fb1e754d8efc9037, 'ebr': 0x071005a947a6520eab5f9512f31dc298, 'fbr': 0x06db955b5913c431ec5ec30c67d78cf5, 'gbr': 0xec8989f78fab481d87f43ecacca55aa1, 'hbr': 0x575f041b5e3cd0a6affcc809d79da8d1, 'ibr': 0x0b005f99fa635b476164be20dfbaf7ac, 'jbr': 0x0a64f50d49e9499f24e481ed2fc9453c, 'kbr': 0x4bda4216e1e679d58153b0538c698612, 'lbr': 0x698b740a7075bada0ad7f541c3964e44, 'mbr': 0xe4c5a79f94c6b300ef484a417e3ccfb6, 'nbr': 0x1fb5c4179c7734f9c7e47c8f5ccac5a3, 'obr': 0xda924fe5d7d8072dbf838ddfbebee4df, 'pbr': 0xcdc3ae6882ab6133d9448100253b6da3, 'qbr': 0xa5456767b954caf16ac9299e58eff1f4, 'rbr': 0xc25b2f79797c0db6d0f79524b6636d95, 'sbr': 0xc0b5d39cf3fc35ac592b4aad14b30c0e, 'tbr': 0xceaab931e75d8a7dbbbd4e340e8ba152, 'ubr': 0x479abe7acf4a510702aced4961dc8edf, 'vbr': 0x8934a03621a3cba7b120185ea4d9aa25, 'wbr': 0xb48f3ea6e4f4f4285f69918ead79ca1f, 'xbr': 0x819b5f27575cf5eae94864c030ebc192, 'ybr': 0xa611baf08754586a0bd4ef3e571bf2d2, 'zbr': 0x58bcba11f0d663c88255e8c2ce5a7e2d, 'acr': 0x9f8878742e956027afe7786868dfb506, 'bcr': 0x19c5284143464e91fdec74a078005500, 'ccr': 0xb48ec279411f7dbbb68393c61a9724d9, 'dcr': 0xcad62314330b0a7a106aec2b9b6d9411, 'ecr': 0xde7db04805a33606a40b897578543648, 'fcr': 0x02de45aaa805622b2f8ef9b317826b53, 'gcr': 0xb634e75f655dff77257ee6acab07b747, 'hcr': 0x7328ffdb9159544ded1089b798408ae7, 'icr': 0x58f4ad4b11a5dee20fb6a94abf5f9310, 'jcr': 0x6426afaaa7efafa557f04664322e5c18, 'kcr': 0x14fbd6d2351cb39f0168de7287d0a887, 'lcr': 0x0c9bcffee34c2bf9fd9b83acfe7aebbd, 'mcr': 0x42ef4c9cd5923ada0be5833c43f1d2e4, 'ncr': 0xc9c2956ce7fe96adeebf39a5311ed2d3, 'ocr': 0xe937d7a161458fb314ccbbce94150e22, 'pcr': 0xce5256bc9919dfe0fc41de42b12f1d3a, 'qcr': 0x22674fbd11be5883b59ae7d8a95c2c16, 'rcr': 0x247b8bef1e534a6ecd9c4b87041a0e8a, 'scr': 0x456727ac6d97e749f87ec95009617bd2, 'tcr': 0xd4b2e776fe3413156a72ce8dee43f310, 'ucr': 0x6cffd99a02e79e9dbed43e787512635c, 'vcr': 0xc957434d5046bcbcd48c62a49459b910, 'wcr': 0x95d9945a7e9888958aaf73d06051bee9, 'xcr': 0x0839c4b601782ac26addf1aac4e1d69c, 'ycr': 0xc7eef6711a75f2e6709d5b42ac9410dd, 'zcr': 0x022ed30a8d1a67d798efc92c3e88e716, 'adr': 0xde7c54d99428fb909bef013577070f0d, 'bdr': 0x539e3b7376faced9f29c3ebb813ab622, 'cdr': 0x30491931d0d510243046864dbc71a8c9, 'ddr': 0xb9ce391e970ede27e9eb0c3f6ef3f274, 'edr': 0x02b7e6d9887d34c42d9204e727b91068, 'fdr': 0x343df2065675b9092473771511110b02, 'gdr': 0xfff7c7603b50cc39962ecf42277c0d0d, 'hdr': 0x4ccdcbc7ec60819cfb8bca1c20862b69, 'idr': 0x38d2ddea2861d3515818bacc51818adb, 'jdr': 0xb2b449e81749a987436c0cffa4482602, 'kdr': 0xcb58e6788fc9a69c674bb00f98bffc14, 'ldr': 0xb4a298122adee74c760c97a7ea6e5eec, 'mdr': 0xf9824ba4a0c1053d3c448d752236fe4f, 'ndr': 0xd74e97d017d1d868c59d07f022613670, 'odr': 0x1490b5fc3f21959eb7e43c7355ac5104, 'pdr': 0x9149348a18459bbe18bcab66b06f1967, 'qdr': 0xecb02cfa6713be936376873193eeffb5, 'rdr': 0xfea7c91cbcd83e04bb761416601724c0, 'sdr': 0x8220b4ee3616cf3d58d7f73a118d4a63, 'tdr': 0x059caf18c820a78f87205e66126904e9, 'udr': 0x1144ea8379574ca04550be4e7fe940a3, 'vdr': 0x20a7ec1e4c28e748928ffa135ca55fc7, 'wdr': 0x5f32665da5abc99a675befd7c703fe7a, 'xdr': 0x05e46a892c9f038a22dddb6b2877477c, 'ydr': 0xccd5f4b1e51e34979838851a8d4f17a0, 'zdr': 0x9315de2a6bf976864192cae61821ec31, 'aer': 0xd194f6194fc458544482bbb8f0b74c6b, 'ber': 0xc9fedf43460997594c3cd56c47cdd6ee, 'cer': 0xe23ca1e4e92fdc29b4d4af7d4d33263b, 'der': 0x6bd48b1e57856137037bfee4dec8d57f, 'eer': 0xf38aeb65a88f50a2373643a82158c6dc, 'fer': 0x90eb8760c187a2097884ed4c9ffbb6a4, 'ger': 0x98302eb9727009d08199b25b7b72b1cb, 'her': 0xa43b4caa46fb39a1d48b89e25f0e79df, 'ier': 0xa078fb91566687fc624c0b92485f923a, 'jer': 0x8f192fcf63386fa01b7ba156f3022e00, 'ker': 0x4e27f2226785e9abbe046fc592668860, 'ler': 0xa2c74dd68dbd8410791021e4827b407b, 'mer': 0x2af9ef9aaa6d32873e51431d5cdd3dfb, 'ner': 0xda1a38f3a450132623ef0a9c2d06b986, 'oer': 0x5b755730fd9df79c6ac4b541fee23847, 'per': 0xfe3838c7c11aa406dd956566e17360d5, 'qer': 0x1441cfd34ae99b50910c2ccc38444910, 'rer': 0xd66c264e1dbd73e6111d3ffc70908e8e, 'ser': 0x9df1c16e82351bd6abc74d230391cd1e, 'ter': 0x322650e1328739dbca646008305dd95e, 'uer': 0xd27603272c722655e3af9d416c3b0a0f, 'ver': 0x0812f14f43315611dd0ef462515c9d00, 'wer': 0x22c276a05aa7c90566ae2175bcc2a9b0, 'xer': 0xfaa709c5035aea00f9efb278f2ad5df0, 'yer': 0x9e4105d172e0c26fad98471f9ffcadf6, 'zer': 0xd674a71e054c2c7a6761c366e6eb73c4, 'afr': 0x748ced3dd3add8223b8f2e73f28ef722, 'bfr': 0xda45d024f091e6b309904e140e86affc, 'cfr': 0xbe94ccea53a936073b0df815aac8e6f9, 'dfr': 0xab127ff4625f98cc88ff0e0f1f911e64, 'efr': 0xc6e285907444ace4568ae3dfaaac78da, 'ffr': 0x22a8dc42ff1026051367f4a76bf896d0, 'gfr': 0x27d0d0a8d55bac261789260651e4468b, 'hfr': 0x4a87d9276892006dc60088411826a0fe, 'ifr': 0x3bd29e58a2ed049848d7803c85ff3cb1, 'jfr': 0x34226a0fd95abd0f6524b83caf27d974, 'kfr': 0x517e8d4a5eb590eea4ad5e9bb0e426ac, 'lfr': 0xa93a9f17ab21df2028e893c7a7e1b4a2, 'mfr': 0x54f901ce508a34bb2394e34ac2371812, 'nfr': 0x02defad7ec9c3ce14c3f67ee260072f6, 'ofr': 0x05de0817ff61137e8fe729080a456caf, 'pfr': 0x2e1f2991678cbdba01d0412a95049341, 'qfr': 0x209206407178379f290f5d34546142d4, 'rfr': 0x32918320e34145e38401038af541b0e9, 'sfr': 0x3ae71d9805bbfe325bb5787310e6a9a2, 'tfr': 0xdc2b400be79cc0b9776dcf9dd5d6e923, 'ufr': 0xf898df88d59f88053d651fd53bcc2a7a, 'vfr': 0x4f8ee9648840401ef4f13fe88435ddc6, 'wfr': 0xb5ee44d7316af452747f43409a1857f0, 'xfr': 0x52d8d5f634814a99828c9416d4e94316, 'yfr': 0x27dd0adc9522cdff5117133d6520a4a0, 'zfr': 0x6d1f7d4d1ffc302eb0d50df1c9df8526, 'agr': 0x348395d346e03ba2c56db7827d319b66, 'bgr': 0x84746ad530563de3445efec60aa7ff59, 'cgr': 0x2fbecbcc914e8e57f3cbaf15f8eb5a68, 'dgr': 0x244f7dd8d19dfa57095d58a315f79da9, 'egr': 0xf6fad9ad138f09b0ae79cad34b690900, 'fgr': 0xc6c3722a19e41c75fedfe8223bf4bd0e, 'ggr': 0x9c426349882d858347b4d810160dd15a, 'hgr': 0xf276a5ad8b3f0f4321e37e98371f31e5, 'igr': 0x3741ad0b124bbb41dcafcd9af3ec3476, 'jgr': 0x2829a0eb6cbfaf2228f40d743ae727de, 'kgr': 0x18509498322fd3b87f552dda588ed316, 'lgr': 0x1d399c5af7d0188ea2ba0d63946a7d9a, 'mgr': 0x37bd0d3935b47be2ab57bcf91b57f499, 'ngr': 0x2bc12977899899e17656a3fb4488f4c8, 'ogr': 0x7f2ad88ce7f815d24b4f5efe82da83a2, 'pgr': 0x6d00df506eed78175933b5ecde287c64, 'qgr': 0x512f49a60edde240bfcedd4aabf41fdc, 'rgr': 0x5828bb6f63885517f2710fe2371a9af6, 'sgr': 0xe46a1f5dbb9a45681f26992fc8754a49, 'tgr': 0x2379ec87d135459f0424f394c00c3812, 'ugr': 0x4ac6f8b642eccc9f22fc07cd4f22bf6e, 'vgr': 0x0dcda7111ea59769ac201a1d36d1303a, 'wgr': 0x7630cdd2c7188efec7384ab7354826bf, 'xgr': 0x05e049a66f147cdcb9215140366f2671, 'ygr': 0x4af33efc68a3c6fbe757f4b36666aa06, 'zgr': 0x47a3e18c87d71db19d3d7857a1052462, 'ahr': 0x35b605f929209fc6cba65789d1f6b61c, 'bhr': 0x4c26c97ab3405728e4518b11e6d235c1, 'chr': 0x599e41d8cd8cf1ea79e494df54ede29a, 'dhr': 0x89c62730876da4a266c46af21ec60364, 'ehr': 0x77eae7aaebf39fd0c8bef84e58b37cfd, 'fhr': 0x1ec75a8bbc76c5b6b37491e613d2acc9, 'ghr': 0xcd8e67ef15114f06a34d85ae70a7b860, 'hhr': 0x37d93e509ad9810f189677578d0125df, 'ihr': 0xda6ac101b05b6974d66e6485b7a34629, 'jhr': 0xb5dfd1677d909a8d086eac33004c991e, 'khr': 0x2ac6714e58958808d9abf62a182d7089, 'lhr': 0x3996643de967b80174e48fb45d7227b1, 'mhr': 0x143d650435967dcee49ae7e90ed19c6b, 'nhr': 0x25ac7375c1fd64eca8dd8cf309071c0d, 'ohr': 0x3143c01b76f4ecb9b29992f0685da52d, 'phr': 0xb266e47eb657161825cded6cc0dd5730, 'qhr': 0xbba36748a201c49bb3123b5c6b34add9, 'rhr': 0x981e8cc039b33d06dc4916178f50c50d, 'shr': 0x82cfb068052c46d36d9050ce1fcbaf2e, 'thr': 0xbb629dea7af8bce50ce94bffdc515405, 'uhr': 0x1da1b478b4eab71c98527b678e201fd4, 'vhr': 0xb6be0fb133de3084a8d453bd4e63e724, 'whr': 0x85418f6b7584d930dc63f39a4a6b7dd2, 'xhr': 0x4d1ad43b240cb75aa65040538d578676, 'yhr': 0x5861a28226bb4bac95737de9f004896f, 'zhr': 0xfb386bed8e3fbc8d1b3b2662fd847ad1, 'air': 0x3c4588116394d2164657875b7430907e, 'bir': 0xd706870ecb8bee9c7a64f7ad569e4da4, 'cir': 0x200a0788aebd9afa51a778331cb0d3c8, 'dir': 0x736007832d2167baaae763fd3a3f3cf1, 'eir': 0x72339ce1db2d58404ce9afd0cc8ff60f, 'fir': 0x1846c75923656922409346559bd15573, 'gir': 0xe589d341207cfa0210eb13e751b4656a, 'hir': 0x083c40ebbfe7920961e91425b6ac88c3, 'iir': 0x0bad7c2fd94d05c5536bc4f60af52440, 'jir': 0xe0bd88befa21c1fd487fe5b4e9f720cd, 'kir': 0x002e1a6e54da86cabc77fbb474c2df49, 'lir': 0x9e318174d24c1286817e269bf78a8c97, 'mir': 0xbc2e8b2ac93b02432d1816f80e26e7e8, 'nir': 0xb4c0de9803d05ee007366029d2a7cf62, 'oir': 0x21d6008fb9eddacc6e1c1b864f241174, 'pir': 0x4bfc20abc0e6830ce15fdc1a1315b8a3, 'qir': 0x1bb0e2f5a3bef493b749cddce29edf78, 'rir': 0xaeec645249be520c2b20c9d4b33912ee, 'sir': 0xdcff57c9a964f83fbf81cc75ec2e413a, 'tir': 0xbadb9bf8204a093c7a05ba7223f74043, 'uir': 0xe94c8db6a50df5f5f5cc9848ba8a817c, 'vir': 0x590f35821fbed7b2ab58a9dbaf36c42d, 'wir': 0x4c38b6b1835c6934dc866ef3dd858bc6, 'xir': 0xa37f030dce4ee733f1588a9bf10d4d0c, 'yir': 0x190195655a7739dc62be263c9fbd83d9, 'zir': 0x0940af0f2bdc6f646f5086aafbc18902, 'ajr': 0xfe170624f5852b6af7c787c1c707f643, 'bjr': 0xaec8097f41d57dd488e4a05f06db218d, 'cjr': 0x56b1b839743fd578b4d231dadb8d42d2, 'djr': 0x4b3e2f9b772fc45fc84d6c9913ddc83b, 'ejr': 0x1f2e841105f1a361d79cfd8e27b09dc5, 'fjr': 0x6f9c09d414c3a407dca9ae213a4bf7bb, 'gjr': 0x3fe7f943d223875d1d43427d95e65f01, 'hjr': 0xa6b770867f2a3513ce8cf087b880ebe6, 'ijr': 0x65c36ef63f0f285327d4a64666f1e17f, 'jjr': 0x536f148897cfa657aa974fdfc2b5ca69, 'kjr': 0x69e2e9b6faa43ce63a2ecee941ecc641, 'ljr': 0x1b51157b2b77ebeafc2c922dd5140b3e, 'mjr': 0xa0101d6066c1661ef038e46d6d89f226, 'njr': 0xf06cb16a159df99b671901e9875173f5, 'ojr': 0x6d51c9ce237af3f95df86877291ef44a, 'pjr': 0x1c6b9de42bfda32395ac47576ed4bf1c, 'qjr': 0x4b12c1644d118913cdbff6b37d06d9da, 'rjr': 0x437730c9e953566461037b29ca0b36cb, 'sjr': 0x17e32b1208cfc33351815ed609f6ed37, 'tjr': 0x32d4b91adbe3e0fde2b4494dd3db0531, 'ujr': 0xd24838f07341bd97596793a7bc0972d7, 'vjr': 0x1490602b22192efb5f7ca4f616296afc, 'wjr': 0xf69425d556eca2d90b82ecc4140f1753, 'xjr': 0xa4642cc420326d9e5e2f7f6e303a3c48, 'yjr': 0xd0b049666f187ac01cf272e95fe58743, 'zjr': 0xeb377433ca92d4eaf196ed541bd68963, 'akr': 0xf3ef9a0aa89a5100b6657b35bfd46058, 'bkr': 0xc016ad73552ab217f5a23b097c85fdbc, 'ckr': 0x10c65700a81ee22a83f1123f825f6ba9, 'dkr': 0x0320b7ad63d6e187f5f284db81176ed8, 'ekr': 0x46e5ce9a61a9d376bb6fe6318aa6b244, 'fkr': 0x66b62c1886683b0e66a20ae3715e26ea, 'gkr': 0xf80afd4f93613d205ba7b0fea3ae9be9, 'hkr': 0x2cb0985f22e099d18e0bd1a876d48019, 'ikr': 0x42210909312af60263cc21fa15009ce0, 'jkr': 0x4425fbc226e5962b9546dcfb92e9407e, 'kkr': 0x18b38bcbe603c320a88ecd4c31c19f21, 'lkr': 0x361fc895dc934f47c9257d8050ebccee, 'mkr': 0xa497866f9116bbf1b1e82ff5fae38e56, 'nkr': 0x0222d9813bd07e03eab4925f3388a3f4, 'okr': 0xfe49515bf8a5cffba1ef9abc28665a35, 'pkr': 0x9e2947713878cdaa68d84834299f84bb, 'qkr': 0x26c5146efa300b0384dcc1273c6aebf3, 'rkr': 0x7ba64906c960daa650e15d172a7cd45d, 'skr': 0x154211326b13dba32f059317703da7ed, 'tkr': 0x28127c71350953278626e0a78794ca39, 'ukr': 0x6eecdc762106c8f35f52e510dd061c29, 'vkr': 0x591e38da580c917eb4a5075d3c6574a5, 'wkr': 0xc5fec74f87a35b2eec68a5b5476d9698, 'xkr': 0xa75db4ba27967da94d3ddc3c3675bb9e, 'ykr': 0xdf4631ed5e55a2996febfbacac75f0c9, 'zkr': 0x65878519ff10efffd56da3e1dbab1427, 'alr': 0x2d7d8ae5a2303c46d1f1f5d75d715c75, 'blr': 0x73e588ba736daa50923d71ddb7539ae8, 'clr': 0x9f46c8f0b36988c8437f877fa293c656, 'dlr': 0x846fcfae6e840199389ec8fde0358605, 'elr': 0x4bbae18312fb55d3c9b7c6588db43391, 'flr': 0xd7a58e30ae87f756761af7e7f4ac9567, 'glr': 0xf45182c4ab2ec56dcfef65e83e92f76a, 'hlr': 0x8a76319249af3810e6def07b414d1451, 'ilr': 0x7ffaa0cdd21964333ecd1e7e4344cf5c, 'jlr': 0xe1d0ec734dc911362c095db5f236a45b, 'klr': 0x6c9ec47c8f022ffb4e739a55f2373e83, 'llr': 0xba9cda3ea441763fc9b01087bded7059, 'mlr': 0xfac131120365e920d07c1ef7f062c7b0, 'nlr': 0xe1e35397829fee3b6a0a7f0f803b287f, 'olr': 0x721651002db5a818d0a6db2cc2901352, 'plr': 0xd4d035ad06562e2b49349edec9ce4d4f, 'qlr': 0x0285056771725cae4081819b6f8465ec, 'rlr': 0xae9a9782142d8e4116e85a2358c36b67, 'slr': 0x31913ec79bc997f01d13c30a2dfebedd, 'tlr': 0x8d52bf87a239352ba7cc0aba1035e393, 'ulr': 0x78fc34deedfeb1782c7b927db6b721ab, 'vlr': 0x9dfc551749f7c1be20c7a1dd34abd3c7, 'wlr': 0x99468af92ec17f830a9ee9bb6291ddd7, 'xlr': 0x6a6139b3c687dc65d508e2f87d2790cc, 'ylr': 0x1303253d65ffb917e4733779069b5776, 'zlr': 0x33571126176a203ef529df725059f36e, 'amr': 0xc06e016f63751d7af476fd754d97a533, 'bmr': 0xa47840407546f86bd1ee65155dc8ffc5, 'cmr': 0x827fac6a4d016d53b6874573cf37fc05, 'dmr': 0xddd8f73a9e0e4da6b3c9f73f3afe395c, 'emr': 0x98b84a80080b49716cdf31b29e11dbb4, 'fmr': 0x5c6458a50473404467a896ee5c853db2, 'gmr': 0x23ac21ab56d4a5b10e0f69b87dfc65f8, 'hmr': 0x98c3bc175de5dd9d486a621c6b6c2b63, 'imr': 0xcf5ed1f35ec8f5264e84b4f63cd708f8, 'jmr': 0x676a4cf46754b50a09c3c7a16a38c0aa, 'kmr': 0x28d6e41249d3eb09bd96618e9413fea8, 'lmr': 0x6f9247eb06cc4a7c1c762555945b1aaf, 'mmr': 0xaa29d6984108c685bd651011d6733c00, 'nmr': 0x3acc04fb854f7a377e9d3656df8e99f1, 'omr': 0x75a9a00b6ba7ef05a03855ff132733bb, 'pmr': 0x2baba74f3ab8c4f508ce57085c17cd62, 'qmr': 0xc4aae6909e9e53bb18b060838ebeef6c, 'rmr': 0x466c8c1fb4fcaa4398b3347fb36f74f0, 'smr': 0xee522e665d33bb6813a26be8a17de10e, 'tmr': 0x434b15c6c9f02cc71c98ba09af71f226, 'umr': 0x4f12f0ee41618a30b76368993b13d671, 'vmr': 0x4a64b1714b324eda3928be5f063f7b59, 'wmr': 0xc1c4044002cb54231f3d54a577599831, 'xmr': 0x28b3e55de5db0e07c3d7be806c17792b, 'ymr': 0x3cd7a820c9f9307957da7bdf4a21e6f1, 'zmr': 0x04aaebdbb6405678e0d1f5d93a02ab78, 'anr': 0x457528c43fabd74e212db2ed61101075, 'bnr': 0xfa7ba49d6a3a109504b8f7da5201542f, 'cnr': 0xd44e7033210ef6026d594960f8d12004, 'dnr': 0x2defb250c866d504e7776fa50d3bc29b, 'enr': 0xe047091b58efe957732be9bfb2b398ce, 'fnr': 0xc1607e393783fee4415fcab0c6e38a67, 'gnr': 0xb3a3072739064bac5f3b2bff0c106666, 'hnr': 0x038d7aff60bdc0fcddf73a656680b90c, 'inr': 0x61a59a5d966b00c6dad60bc09139ea63, 'jnr': 0x23191b271d2a651092d5ab71ca91081f, 'knr': 0x5db4495973672e7dc74070bcae3f992e, 'lnr': 0xfbf972e23b48a1f02642d860c230df71, 'mnr': 0xedc6f280ded497627b916535f4f6a587, 'nnr': 0xa942fa888b55121bf54c695b8c0d6ab5, 'onr': 0x04d3cb12d2d736a0ec26561cd1bcc7ee, 'pnr': 0x4da17b3f8983e6d85192cc485673048d, 'qnr': 0x35ead6dcdc7ce4a4473069857ca0693d, 'rnr': 0x39c15847a4508dc3132cfd6f8fc66263, 'snr': 0x04b492492c1847d54aad2bbbe84815ed, 'tnr': 0xefdbbf9d9f20cdf89f19d5cc9171b33b, 'unr': 0x9af870b687c9c080740c108296069cae, 'vnr': 0xdea76678d73a48ac127d5367f823c561, 'wnr': 0xe84b06e62d0fbf25ee1511cd7ffdb819, 'xnr': 0x4aa6bd4c4ca439be37cee482ec5fe589, 'ynr': 0x1ddbe06a1dc972646e0c0fe9117285e4, 'znr': 0x8c59613761863c6df1cedc0414424c74, 'aor': 0x6c56991cf499681b796ff0ce684c2a82, 'bor': 0x597e592d65a2f3814020cbdf7e9e522a, 'cor': 0xcebd65946444e5cd3e861a2dbf69e221, 'dor': 0x5d35ee739e0ef7fed39be900453f8957, 'eor': 0x5c08bb4976931502a7c91a119f73b34d, 'for': 0xd55669822f1a8cf72ec1911e462a54eb, 'gor': 0xb34fc2170d0ce2f7a979c8ff6a09f41f, 'hor': 0xa0a98f69512d093ead0bb45684f0db29, 'ior': 0xa0481da2a13483f6977d411b34cddf57, 'jor': 0x9b1e2f5b48647011e1c88ef057f236d6, 'kor': 0x9c285fc4f99ab149f8a6eb1884c7c215, 'lor': 0xd8ce24ae7dd4b1c9e167ea9b40693300, 'mor': 0x01738775a7541d8943768635f81cb715, 'nor': 0x57c7d11cd49333e3f722204c63016da9, 'oor': 0x4aba38bc952244a4220fa7d66c5c635e, 'por': 0x7cf41ff971d626b865524717448c298a, 'qor': 0x2713e329e78da0aecde97fb831d7fdd3, 'ror': 0x993a7ae7a863813cf95028b50708e222, 'sor': 0xe8488294d71f5dcc4a8b57d40dce60e5, 'tor': 0x7c0b1b361a964c9f5a2c89bec5740412, 'uor': 0xea544ab926ae6a86622194a49691a7a5, 'vor': 0x71807f6a7f44d0a733a8b3f6588b8380, 'wor': 0xdf732b2ad1e8728d2defe7ac2729dbf9, 'xor': 0xa392960421913165197845f34bf5d1a8, 'yor': 0xc40e633ae47c85e78c46a9030ef356f3, 'zor': 0xcbef2a7ece933c79251e532523cc4fe9, 'apr': 0xcf7a2216034ddbc62bb1b1b3d70d1272, 'bpr': 0xa4a7c54f01f1fbebeb1f08789ec935ab, 'cpr': 0x293a5b816a2fade15a3c7b02d660198b, 'dpr': 0x6c0efbc4aa07f0e16339ac026af31949, 'epr': 0xdf6ce113e1c804856e5d4201c7a76554, 'fpr': 0xc8966768a54c044b66d1bad39c4b9c4f, 'gpr': 0xebad1f7d044f8df769b5586528791087, 'hpr': 0xd2ec6e250d819f262b769e31afbf8cd7, 'ipr': 0xb4bc6f75868a971276084971b1cb79b7, 'jpr': 0xea70a4879aa9b84342ccf21e52ed07ec, 'kpr': 0x5a9668f6b9a169bcce8c018a616a738e, 'lpr': 0x6db6c23450f8f6dafe05759f08aa6a98, 'mpr': 0x9bfd3f6affd43a85562cf3430c157175, 'npr': 0xbeb454c55754e2e94ad97fee19eb2540, 'opr': 0x05b8e35f93bc745e61dd7e2cd1f57880, 'ppr': 0x60ea78fa63ac6f820c0b0e23f1266639, 'qpr': 0x6635f5664ed2b64db8ccb89165fd578c, 'rpr': 0x050c9d8444b3439eaff87a40031b7008, 'spr': 0xdc308a0713062375862df6c556c43bc0, 'tpr': 0xb126f477dbe77d2be3a1073e74aa8a60, 'upr': 0x5353cc4dc024d5175392ad06c1db0e9c, 'vpr': 0xcd2908531e1054fe29f9309860ab4e9a, 'wpr': 0x4a5354b760bac2b17870a7eb47dfc46a, 'xpr': 0x196e09ce7d855bd30d81fcb7a8d29e8e, 'ypr': 0xb47f430952e8cec7e80537fe1a1e8ab2, 'zpr': 0xcae2c166cd6f1094ef1609cae3721759, 'aqr': 0x3f56250cdff4f965dc378af6dce5e6b8, 'bqr': 0x849e13a3697ea7a3bea41025aa64abab, 'cqr': 0x3d4956c502feaa64d4f2edef7b4a2e5e, 'dqr': 0xdf777780564b19b33557cbfae71e9545, 'eqr': 0x04776873f53e4ce5ccb4f66744eccf74, 'fqr': 0xf6d72a7ea45c5b6af9a3600e6ca16ce0, 'gqr': 0xa3c226b00e0aed3f5c2cfd7efd0bad6c, 'hqr': 0x1865dc26497a0db651665efa62990c21, 'iqr': 0x5df77897921a1ffe7e4b5efed6249905, 'jqr': 0x1072f1cd354174047e8954a121b3e36f, 'kqr': 0x16a55a9899af427468885d50c0703c78, 'lqr': 0x351ee7448108a724992c28714dbbf435, 'mqr': 0x0eaf8f3896b6141ce6c39189ef3859e2, 'nqr': 0x1ee4856a2035d84c3720bcece1396cce, 'oqr': 0xb4f6f9661a4a694aefde792d1a32787d, 'pqr': 0xf734fd4ff1214de59bab601aa34030d2, 'qqr': 0xe5aab83f05d34ae913e3d673e41c3002, 'rqr': 0xaf63d48f1f56527ba808a07411d14abf, 'sqr': 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0xfbf5f9f4586965c71a5f00cd69d60d32, 'qrr': 0xbab31368b47acede599d353dcecaf741, 'rrr': 0x44f437ced647ec3f40fa0841041871cd, 'srr': 0x0a21c1c5fb97a4b5cd5b70b721efe335, 'trr': 0xa971658e3a70c1f39e66c3b07efc5872, 'urr': 0xa17f96ffa9d588c0f30e04ef8f37390e, 'vrr': 0xc14665635a9d588bcc1259eceeb233f5, 'wrr': 0x9acfd39cc0124ac0c31a40470f274631, 'xrr': 0x21f8d90bb58cc939ad42df17184cd7a6, 'yrr': 0x458b4464cc8bab308e7f16b9c9a739e8, 'zrr': 0xb784ac5a92d32c8ac0840e7999702318, 'asr': 0xc5aee1e49695056c0c9c1da749bc2a8e, 'bsr': 0xd279fe86a16d1a064c3019efca5ef1d9, 'csr': 0x1f8c50db95e9ead5645e32f8df5baa7b, 'dsr': 0x021eb1191fb292fc788dae94acca7e50, 'esr': 0x631e1f6e8339acb74ee135ee18166b4c, 'fsr': 0xd0ce808bdfb4bfcec7a4ba919815edf6, 'gsr': 0x4693311894dada0a7c5e6f44f4995f80, 'hsr': 0x53332ce44ef999b1c13b3bcdd2cf67ef, 'isr': 0xba8eaeec35b54c67fea9bb1645a489a8, 'jsr': 0x521206c4bddbf24162cbc476b2cd3fab, 'ksr': 0xadbacf703347268cd6355570cdd665f8, 'lsr': 0x971ea0ac060f20c995a5a3871d91deaf, 'msr': 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0xea794e3c2c81af0b548dab1bb525233e, 'pnv': 0x4ea16acee0908d1f3554a179c3758edb, 'qnv': 0xd9298a6d4eba41ef98940a1442a5e61d, 'rnv': 0xc96230ebc85cf4154b6809e1898060e7, 'snv': 0xf357f93ce27f2d59d30fd2e745715c3d, 'tnv': 0x7a5ec5507d6a98ed81d266ffaf898e69, 'unv': 0xda1d0ab163310bbc0a98cccb65ad4ac1, 'vnv': 0xee37cb596f23673eeb864dd66ba42d7b, 'wnv': 0xf60bf3f0a455d5ca5389aac579b1b640, 'xnv': 0xd51d874163c467815376756e26123f98, 'ynv': 0x8c94bbf92d2e2775683d0359ddbd7d08, 'znv': 0x33411a67a7cbec11b637a9e5a47ec6a8, 'aov': 0xadb866419ba0cfac94d323aef20cb30b, 'bov': 0x1de152bc6668cb170b2de6fa12794e12, 'cov': 0x0b1b986bb265e86a359376d3f9ce8f22, 'dov': 0xe445465dea6f975a8a7315f7f3a52539, 'eov': 0x827243b999b277bc10937e4b7055c54a, 'fov': 0x0a9ad70b57e8cef7739121df324bc47a, 'gov': 0x552360015f23b99978d5f1a6bd2b9c7d, 'hov': 0x3502b4cfd8d32e461aefbbc5d6c61d8c, 'iov': 0x3ff10eeee3b1839bf6f6a2bdcabd4e6c, 'jov': 0x3c3a776920f9ec570e8422ba204a544a, 'kov': 0xa9e888a7a1585f349ffd77cc99bb2996, 'lov': 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0xb2c91c1caa74dec1d9026c238c20bae8, 'gqv': 0x366fbf76669e0a653e16bee785b29f96, 'hqv': 0x8602d3c21506a19830901be9bafd8d1f, 'iqv': 0x66b572e710ad7dc81392024b16bb76fe, 'jqv': 0xe4885fbead13aa03d6f38086fe9d8e0a, 'kqv': 0x9e770be08d2fc7ca6a5d904a2040ef1f, 'lqv': 0xfc4a09b67ba088a5129ecd7c28edd09d, 'mqv': 0x830d80da7317e4edcd8ae555cca74918, 'nqv': 0x4d1a902a37809dfbe7554160aa7271bc, 'oqv': 0x9288b69d53ddd139c738d394e479d428, 'pqv': 0x32235ac5159c5e323315ea6bc13a07fb, 'qqv': 0x4eb152d0b33da93ce2d34a3e018449e8, 'rqv': 0x5c4c91d9b084741a9016fad82ae155de, 'sqv': 0x3d88cf6426c09dfb67e91521521c0c0d, 'tqv': 0xa5c073d2145cfe6005ce29905dc6d67e, 'uqv': 0x4e1d63e2f6913b548c107e586628fccc, 'vqv': 0xff563cfaf154ab228edba1924abd70da, 'wqv': 0x98415c6e906720b918de1953451aa67e, 'xqv': 0x67b23acd78e23752938232ff14120c90, 'yqv': 0x88a80bb5aea02ecb995bb1c8a661eeda, 'zqv': 0xc88dd8ec904c4df5a72e0cc3050357e1, 'arv': 0x0969a1eab115c1b287221629bed8f0df, 'brv': 0xb2b06497a561f8967e903e43c06a253e, 'crv': 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0x83dd0bca3a7b3289ec26b4290acece42, 'pyz': 0x974631cc048e70fc5dbd784d76f324d2, 'qyz': 0x00e0679a620fd02134896f7ccd71384a, 'ryz': 0x3265150a54f845ab24da195a1530fb75, 'syz': 0xd8e2f78451cf9a89aec662db0657547f, 'tyz': 0xe1e4c0a32e30649a54068fdded95b8d6, 'uyz': 0x195961ac00c41e67f3f121fd4f059218, 'vyz': 0x7948ffe80965ce9b326d1bbd5e6433fa, 'wyz': 0x2a75448b4a4ddab6226a207e7a3a8447, 'xyz': 0xd16fb36f0911f878998c136191af705e, 'yyz': 0x37612607323c2c91f9c38619a76b4176, 'zyz': 0x4978d9eeb4efed2fd9d605dac313e7fc, 'azz': 0xbe021bf904406ee858fa8ee05356f9db, 'bzz': 0x32fc0c94c387bb0b63503dc85d08ce3a, 'czz': 0x254002be7fe7ce856d2e192dacff823f, 'dzz': 0x7491e82795267307ad3c1810ca303f16, 'ezz': 0x474764e47d1a6f0d90220e3729daed39, 'fzz': 0xcccce204c5ee9899b742676f62584426, 'gzz': 0x099567c7f05247629421418638059021, 'hzz': 0x2c06d93d60011551ece9c574dacc9c63, 'izz': 0x5a539513ccc6ec17ac23af227f60dc5f, 'jzz': 0x9d3e8bc84c8115b2ad2066084b1d3f02, 'kzz': 0xf1762738a6e5aa01c53abd4abd9169e1, 'lzz': 0x309e6d3b36f6ea6c9f04bcf5f1ff9616, 'mzz': 0x60e2566cfad3e4438f6c4a02cf676d82, 'nzz': 0xb021b1823c67bae630d1cbe29a46314c, 'ozz': 0x3aaf018941127dc788c49a5ef2554a44, 'pzz': 0x761e6fdc322207e6d412b783a8e2b821, 'qzz': 0xb09d22bbf5795d9d374493cd7adb4871, 'rzz': 0x55fa308a6cea33bd1128965b90c0302b, 'szz': 0xf94b1022296fd60bd1a8600bcd26dcd4, 'tzz': 0x15fdcedad0e275ad1982b21445dc1321, 'uzz': 0x20075ad3ea957ede1d2fbcd317e7592b, 'vzz': 0x9f50ac27ae752e1131a3012077e853c0, 'wzz': 0xaeea8760b9fe63eb9c65874e1d75719c, 'xzz': 0x8436a47abeec9845cdbd06a116cf936f, 'yzz': 0x44321627aa773dc17880c435a21ccec5, 'zzz': 0xf3abb86bd34cf4d52698f14c0da1dc60, }
42.953941
42
0.86033
3a3a8e1dc760993c607735e7aad62a78c98bba42
1,583
py
Python
src/pretalx/common/console.py
Hydro2shine/sprout
7dfa5e9fa0a7ef9157517ad0752e393599053873
[ "Apache-2.0" ]
null
null
null
src/pretalx/common/console.py
Hydro2shine/sprout
7dfa5e9fa0a7ef9157517ad0752e393599053873
[ "Apache-2.0" ]
null
null
null
src/pretalx/common/console.py
Hydro2shine/sprout
7dfa5e9fa0a7ef9157517ad0752e393599053873
[ "Apache-2.0" ]
null
null
null
BOLD = '\033[1m' RESET = '\033[0m' UD = '│' LR = '─' SEPARATORS = { (False, True, True, False): '┬', (True, False, False, True): '┴', (False, False, True, True): '┤', (True, True, False, False): '├', (False, True, False, True): '┼', (True, False, True, False): '┼', } def get_seperator(*args): """(upright, downright, downleft, upleft): Tuple[bool] -> seperator: str""" if sum(args) >= 3: return '┼' elif sum(args) == 1: return ('└', '┌', '┐', '┘')[args.index(True)] return SEPARATORS[tuple(args)] def start_box(size): try: print('┏' + '━' * size + '┓') except (UnicodeDecodeError, UnicodeEncodeError): print('-' * (size + 2)) def end_box(size): try: print('┗' + '━' * size + '┛') except (UnicodeDecodeError, UnicodeEncodeError): print('-' * (size + 2)) def print_line(string, box=False, bold=False, color=None, size=None): text_length = len(string) alt_string = string if bold: string = f'{BOLD}{string}{RESET}' if color: string = f'{color}{string}{RESET}' if box: if size: if text_length + 2 < size: string += ' ' * (size - text_length - 2) alt_string += ' ' * (size - text_length - 2) string = f'┃ {string} ┃' alt_string = f'| {string} |' try: print(string) except (UnicodeDecodeError, UnicodeEncodeError): try: print(alt_string) except (UnicodeDecodeError, UnicodeEncodeError): print('unprintable setting')
26.830508
79
0.527479
8f93260ba974a52d2ed0c7cdbbb8b3d91bf9d83f
4,206
py
Python
resources/lib/settings.py
kolbenhans/script.kodi.hue.ambilight
821f9aa53c3e89f171ac0d0675424776c6a51d06
[ "WTFPL" ]
172
2016-06-17T08:14:00.000Z
2021-11-28T01:19:30.000Z
resources/lib/settings.py
kolbenhans/script.kodi.hue.ambilight
821f9aa53c3e89f171ac0d0675424776c6a51d06
[ "WTFPL" ]
119
2016-06-14T17:09:02.000Z
2021-12-27T22:08:41.000Z
resources/lib/settings.py
kolbenhans/script.kodi.hue.ambilight
821f9aa53c3e89f171ac0d0675424776c6a51d06
[ "WTFPL" ]
73
2016-06-15T08:58:06.000Z
2021-06-18T07:44:21.000Z
import sys import xbmcaddon __addon__ = sys.modules["__main__"].__addon__ class Settings(): def __init__(self, *args, **kwargs): self.readxml() def readxml(self): global __addon__ __addon__ = xbmcaddon.Addon() self.bridge_ip = __addon__.getSetting("bridge_ip") self.bridge_user = __addon__.getSetting("bridge_user") self.connected = __addon__.getSetting("connected") == "true" self.ambilight_group = __addon__.getSetting("ambilight_group") self.theater_group = __addon__.getSetting("theater_group") self.theater_subgroup = __addon__.getSetting("theater_subgroup") self.static_group = __addon__.getSetting("static_group") self.dim_time = int(float(__addon__.getSetting("dim_time"))*10) self.proportional_dim_time = __addon__.getSetting("proportional_dim_time") == "true" self.theater_start_bri_override = __addon__.getSetting("theater_start_bri_override") == "true" self.theater_start_bri = int(__addon__.getSetting("theater_start_bri").split(".")[0]) self.theater_pause_dim_subgroup = __addon__.getSetting("theater_pause_dim_subgroup") == "true" self.theater_pause_bri_override = __addon__.getSetting("theater_pause_bri_override") == "true" self.theater_pause_bri = int(__addon__.getSetting("theater_pause_bri").split(".")[0]) self.theater_stop_bri_override = __addon__.getSetting("theater_stop_bri_override") == "true" self.theater_stop_bri = int(__addon__.getSetting("theater_stop_bri").split(".")[0]) self.ambilight_min = int(__addon__.getSetting("ambilight_min").split(".")[0]) self.ambilight_max = int(__addon__.getSetting("ambilight_max").split(".")[0]) self.ambilight_threshold_value = int(__addon__.getSetting("ambilight_threshold_value").split(".")[0]) self.ambilight_threshold_saturation = int(__addon__.getSetting("ambilight_threshold_saturation").split(".")[0]) self.color_bias = int(__addon__.getSetting("color_bias").split(".")[0]) self.ambilight_start_dim_enable = __addon__.getSetting("ambilight_start_dim_enable") == "true" self.ambilight_start_dim_override = __addon__.getSetting("ambilight_start_dim_override") == "true" self.ambilight_start_dim = int(__addon__.getSetting("ambilight_start_dim").split(".")[0]) self.ambilight_pause_bri_override = __addon__.getSetting("ambilight_pause_bri_override") == "true" self.ambilight_pause_bri = int(__addon__.getSetting("ambilight_pause_bri").split(".")[0]) self.ambilight_stop_bri_override = __addon__.getSetting("ambilight_stop_bri_override") == "true" self.ambilight_stop_bri = int(__addon__.getSetting("ambilight_stop_bri").split(".")[0]) self.static_start_random = __addon__.getSetting("static_start_random") == "true" self.static_start_hue_override = __addon__.getSetting("static_start_hue_override") == "true" self.static_start_hue = int(__addon__.getSetting("static_start_hue").split(".")[0]) self.static_start_sat_override = __addon__.getSetting("static_start_sat_override") == "true" self.static_start_sat = int(__addon__.getSetting("static_start_sat").split(".")[0]) self.static_start_bri_override = __addon__.getSetting("static_start_bri_override") == "true" self.static_start_bri = int(__addon__.getSetting("static_start_bri").split(".")[0]) self.misc_initialflash = __addon__.getSetting("misc_initialflash") == "true" self.misc_disableshort = __addon__.getSetting("misc_disableshort") == "true" self.misc_disableshort_threshold = int(__addon__.getSetting("misc_disableshort_threshold")) self.force_light_on = __addon__.getSetting("force_light_on") == "true" if self.ambilight_min > self.ambilight_max: self.update(ambilight_min=self.ambilight_max) def update(self, **kwargs): self.__dict__.update(**kwargs) for k, v in kwargs.items(): __addon__.setSetting(k, str(v)) def __repr__(self): return '<Settings\n{}\n>'.format('\n'.join(['{}={}'.format(key, value) for key, value in self.__dict__.items()]))
53.240506
121
0.711365
3006b39b2d334767a28822e63cb4938432c237a4
11,800
py
Python
src/status.py
Yasmojam/DoYouHaveTheGuts2019
dae9c1db27707f3a244845ccc282373a64ad7248
[ "MIT" ]
null
null
null
src/status.py
Yasmojam/DoYouHaveTheGuts2019
dae9c1db27707f3a244845ccc282373a64ad7248
[ "MIT" ]
1
2019-10-20T14:59:29.000Z
2019-10-20T14:59:29.000Z
src/status.py
Yasmojam/DoYouHaveTheGuts2019
dae9c1db27707f3a244845ccc282373a64ad7248
[ "MIT" ]
null
null
null
from server import ServerMessageTypes, ObjectUpdate, Message from enemy import Enemy from typing import List from collectable import COLLECTABLE_TYPES, Collectable from time import time from utils import closest_point, calculate_distance, count_within_radius, count_not_within_radius GOAL_UNSAFE_TIME = 20 BLUE_GOAL = (0, 100) RED_GOAL = (0, -100) class Status: def __init__(self, teamname: str, name: str, role, on_minute_change) -> None: self.teamname = teamname self.name = name self.id = None self.role = role self.overridden_role = None self.keep_override = None self.position = (0, 0) self.heading = 0 self.turret_heading = 0 self.max_health = 3 self.health = self.max_health self.max_ammo = 10 self.ammo = self.max_health self.points = 0 self.banked_points = 0 self.banked_before_this_minute = 0 self.on_minute_change = on_minute_change self.minute = 0 self.start_time = time() self.other_tanks = dict() self.collectables = dict() self.snitch_available = False self.snitch_carrier_id = None self.blue_goal_camped_recently = False self.red_goal_camped_recently = False self.blue_goal_camped_since = 0 self.red_goal_camped_since = 0 def update(self, message: Message) -> None: """ Process an incoming server message """ if message.type == ServerMessageTypes.OBJECTUPDATE: payload = ObjectUpdate(message.payload) if payload.type == "Tank": if payload.name == self.name: self.update_self(payload) else: self.update_enemy(payload) elif payload.type in COLLECTABLE_TYPES: self.update_collectable(payload) if payload.type == "Snitch": self.snitch_carrier_id = None elif message.type == ServerMessageTypes.KILL: self.kill() elif message.type == ServerMessageTypes.ENTEREDGOAL: self.reached_goal() elif message.type == ServerMessageTypes.SNITCHAPPEARED: self.snitch_spawned() elif message.type == ServerMessageTypes.SNITCHPICKUP: if message.payload["Id"] == self.id: self.points += 5 self.snitch_carrier_id = None else: self.snitch_carrier_id = message.payload["Id"] elif message.type == ServerMessageTypes.DESTROYED: self.respawn() def kill(self) -> None: """ Killed an enemy """ self.points += 1 def reached_goal(self) -> None: self.banked_points += self.points self.points = 0 def snitch_spawned(self) -> None: self.snitch_available = True def respawn(self) -> None: """ We died :( so reset our stats """ self.points = 0 self.health = self.max_health self.ammo = self.max_health def update_self(self, payload: ObjectUpdate) -> None: """ Update status based on an ObjectUpdate for our own tank """ self.position = (payload.x, payload.y) self.id = payload.id self.heading = payload.heading self.turret_heading = payload.turret_heading self.health = payload.health self.ammo = payload.ammo def update_enemy(self, payload: ObjectUpdate) -> None: if payload.id not in self.other_tanks: self.other_tanks[payload.id] = Enemy(payload) else: self.other_tanks[payload.id].update(payload) def update_collectable(self, payload: ObjectUpdate) -> None: if payload.id not in self.collectables: self.collectables[payload.id] = Collectable(payload) else: self.collectables[payload.id].update(payload) def find_nearest_ammo(self) -> Collectable: recently_seen = self.recently_seen_collectables(5, typ="AmmoPickup") if len(recently_seen) == 0: return None positions = list(map(lambda t: t.position, recently_seen)) i = positions.index(closest_point(self.position, positions)) return recently_seen[i] def find_nearest_health(self) -> Collectable: recently_seen = self.recently_seen_collectables(5, typ="HealthPickup") if len(recently_seen) == 0: return None positions = list(map(lambda t: t.position, recently_seen)) i = positions.index(closest_point(self.position, positions)) return recently_seen[i] def find_best_enemy_target(self) -> Enemy: def score(enemy): if enemy is None: return 1 # don't target dist_score = calculate_distance(self.position, enemy.current_pos()) / 100 hp_score = enemy.health * 0.1 return dist_score * hp_score snitch_carrier = self.find_snitch_carrier() if snitch_carrier: return snitch_carrier lowest = self.find_lowest_enemy() lowest_friendly = self.find_lowest_friendly() nearest = self.find_nearest_enemy() possible_targets = [lowest, lowest_friendly, nearest] scores = list(map(score, possible_targets)) lowest_score = min(scores) for i, target in enumerate(possible_targets): if scores[i] == lowest_score: return target return lowest def find_snitch_carrier(self) -> Enemy: if self.snitch_carrier_id is None: return None recently_seen = self.recently_seen_enemies(3) for tank in recently_seen: if tank.id == self.snitch_carrier_id: return tank return None def find_nearest_enemy(self) -> Enemy: """ Find the nearest enemy tank """ recently_seen = self.recently_seen_enemies(3) if len(recently_seen) == 0: return None positions = list(map(lambda t: t.current_pos(), recently_seen)) i = positions.index(closest_point(self.position, positions)) return recently_seen[i] def find_lowest_enemy(self) -> Enemy: """ Find the lowest enemy tank """ recently_seen = self.recently_seen_enemies(5) if len(recently_seen) == 0: return None healths = list(map(lambda t: t.health, recently_seen)) healths = list(filter(lambda h: h != 0, healths)) if len(healths) == 0: return None i = healths.index(min(healths)) return recently_seen[i] def find_lowest_friendly(self) -> Enemy: """ Find the lowest friendly tank """ recently_seen = self.recently_seen_friendlies(5) if len(recently_seen) == 0: return None healths = list(map(lambda t: t.health, recently_seen)) healths = list(filter(lambda h: h != 0, healths)) if len(healths) == 0: return None i = healths.index(min(healths)) if healths[i] == 1: return recently_seen[i] if recently_seen[i].id != self.snitch_carrier_id else None return None def find_snitch(self) -> Collectable: """ Find the snitch """ if not self.snitch_available: return None recently_seen = self.recently_seen_collectables(5, typ="Snitch") if len(recently_seen) == 0: return None return recently_seen[0] def recently_seen_all(self, seconds) -> List[Enemy]: current_time = time() recently_seen = [] for tank in self.other_tanks.values(): if current_time - tank.last_seen < seconds: recently_seen.append(tank) return recently_seen def recently_seen_enemies(self, seconds) -> List[Enemy]: current_time = time() recently_seen = [] for tank in self.other_tanks.values(): if current_time - tank.last_seen < seconds: tank_team = tank.name.split(":")[0] if tank_team != self.teamname: recently_seen.append(tank) return recently_seen def recently_seen_friendlies(self, seconds) -> List[Enemy]: current_time = time() recently_seen = [] for tank in self.other_tanks.values(): if current_time - tank.last_seen < seconds: tank_team = tank.name.split(":")[0] if tank_team == self.teamname: recently_seen.append(tank) return recently_seen def recently_seen_collectables(self, seconds, typ) -> List[Collectable]: recently_seen = [] for collectable_id, collectable in self.collectables.items(): if collectable.time_since_last() < seconds and collectable.type == typ: recently_seen.append(collectable) return recently_seen def current_minute(self) -> int: return self.seconds_since_start() // 60 def seconds_since_start(self) -> float: return time() - self.start_time def update_minute(self) -> None: if self.current_minute() > self.minute: self.on_minute_change() self.banked_before_this_minute = self.banked_points self.minute = self.current_minute() def banked_this_minute(self) -> int: return self.banked_points - self.banked_before_this_minute def check_blue_goal_unsafe(self) -> bool: if self.area_is_unsafe(BLUE_GOAL): self.blue_goal_camped_recently = True self.blue_goal_camped_since = time() elif time() - self.blue_goal_camped_recently > GOAL_UNSAFE_TIME: self.blue_goal_camped_recently = False return self.blue_goal_camped_recently def check_red_goal_unsafe(self) -> bool: if self.area_is_unsafe(RED_GOAL): self.red_goal_camped_recently = True self.red_goal_camped_since = time() elif time() - self.red_goal_camped_since > GOAL_UNSAFE_TIME: self.red_goal_camped_recently = False return self.red_goal_camped_recently def check_blue_goal_safe_again(self) -> bool: safe_again = self.area_is_safe(BLUE_GOAL) if safe_again: self.blue_goal_camped_recently = False return safe_again def check_red_goal_safe_again(self) -> bool: safe_again = self.area_is_safe(RED_GOAL) if safe_again: self.red_goal_camped_recently = False return safe_again def area_is_unsafe(self, point) -> bool: enemies = self.recently_seen_enemies(5) positions = list(map(lambda e: e.current_pos(), enemies)) number_in_area = count_within_radius(positions, point, 40) return number_in_area >= 3 def area_is_safe(self, point) -> bool: enemies = self.recently_seen_enemies(5) positions = list(map(lambda e: e.current_pos(), enemies)) number_out_area = count_not_within_radius(positions, point, 40) return number_out_area >= 2 def override_role(self, role, keep_override_condition) -> None: if not self.overridden_role: self.overridden_role = self.role self.role = role self.keep_override = keep_override_condition def finished_override(self) -> bool: if not self.keep_override: return False return self.keep_override() def remove_override(self): if self.overridden_role: self.role = self.overridden_role self.overridden_role = None def __str__(self): return ( f"<{self.name}> Position: {self.position} Heading: {self.heading} " f"Turret: {self.turret_heading} Health: {self.health} Ammo: {self.ammo}" )
37.341772
97
0.622797
f8d12eadf1026ef5ccdb0e57ddd7cb0c1c6a7ef7
827
py
Python
dataset/check_missing_files.py
fubiye/edgar-abs-kg
3973059c7b1cdaab8a4e857a43c702ac0be7e725
[ "MIT" ]
null
null
null
dataset/check_missing_files.py
fubiye/edgar-abs-kg
3973059c7b1cdaab8a4e857a43c702ac0be7e725
[ "MIT" ]
null
null
null
dataset/check_missing_files.py
fubiye/edgar-abs-kg
3973059c7b1cdaab8a4e857a43c702ac0be7e725
[ "MIT" ]
null
null
null
import os import pandas as pd BASE_DIR = r'D:\data\edgar\sampling\Archives\edgar\data' ABS_DATA = r'D:\data\edgar\edgar_abs_universal.csv' def get_ciks(): ciks = set() for cik in os.listdir(BASE_DIR): # full_cik = cik.rjust(10,'0') # ciks.add(full_cik) ciks.add(int(cik)) return ciks if __name__ == '__main__': print("Start checking files") ciks = get_ciks() df = pd.read_csv(ABS_DATA) df['is_cmbs'] = df['cik'].apply(lambda cik: True if cik in ciks else False) df = df[df['is_cmbs'] == True] df['is_html'] = df['doc_link'].apply(lambda link: True if link[-3:] == 'htm' else False) df = df[df['is_html'] == True] docs = list(df['doc_link']) with open('mbs_docs.txt','w') as f: for doc in docs: f.write(doc) f.write('\n')
30.62963
92
0.59734
5ecfe8e1ccf629d3e84c7be1381a03f7ce74d1b2
3,387
py
Python
configure.py
mjansson/memory_lib
41687d0713a0c2a7901ccb6fbad7e588d531fe75
[ "Unlicense" ]
5
2020-05-08T12:32:59.000Z
2022-03-30T18:09:32.000Z
configure.py
mjansson/memory_lib
41687d0713a0c2a7901ccb6fbad7e588d531fe75
[ "Unlicense" ]
null
null
null
configure.py
mjansson/memory_lib
41687d0713a0c2a7901ccb6fbad7e588d531fe75
[ "Unlicense" ]
1
2020-06-14T14:46:25.000Z
2020-06-14T14:46:25.000Z
#!/usr/bin/env python """Ninja build configurator for memory library""" import sys import os sys.path.insert(0, os.path.join('build', 'ninja')) import generator dependlibs = ['memory', 'foundation'] generator = generator.Generator(project = 'memory', dependlibs = dependlibs, variables = [('bundleidentifier', 'com.rampantpixels.memory.$(binname)')]) target = generator.target writer = generator.writer toolchain = generator.toolchain extrasources = [] memory_sources = ['memory.c', 'rpmalloc.c', 'version.c'] memory_lib = generator.lib(module = 'memory', sources = memory_sources + extrasources) #if not target.is_ios() and not target.is_android() and not target.is_tizen(): # configs = [config for config in toolchain.configs if config not in ['profile', 'deploy']] # if not configs == []: # generator.bin('bin2hex', ['main.c'], 'bin2hex', basepath = 'tools', implicit_deps = [foundation_lib], libs = ['foundation'], configs = configs) #No test cases if we're a submodule if generator.is_subninja(): sys.exit() includepaths = generator.test_includepaths() test_cases = ['alloc'] if toolchain.is_monolithic() or target.is_ios() or target.is_android() or target.is_tizen(): #Build one fat binary with all test cases test_resources = [] test_extrasources = [] test_cases += ['all'] if target.is_ios(): test_resources = [os.path.join('all', 'ios', item) for item in [ 'test-all.plist', 'Images.xcassets', 'test-all.xib' ]] test_extrasources = [os.path.join('all', 'ios', item) for item in [ 'viewcontroller.m' ]] elif target.is_android(): test_resources = [os.path.join('all', 'android', item) for item in [ 'AndroidManifest.xml', os.path.join('layout', 'main.xml'), os.path.join('values', 'strings.xml'), os.path.join('drawable-ldpi', 'icon.png'), os.path.join('drawable-mdpi', 'icon.png'), os.path.join('drawable-hdpi', 'icon.png'), os.path.join('drawable-xhdpi', 'icon.png'), os.path.join('drawable-xxhdpi', 'icon.png'), os.path.join('drawable-xxxhdpi', 'icon.png') ]] test_extrasources = [os.path.join('test', 'all', 'android', 'java', 'com', 'rampantpixels', 'memory', 'test', item) for item in [ 'TestActivity.java' ]] elif target.is_tizen(): test_resources = [os.path.join('all', 'tizen', item) for item in [ 'tizen-manifest.xml', os.path.join('res', 'tizenapp.png') ]] sources = [os.path.join(module, 'main.c') for module in test_cases] + test_extrasources if target.is_ios() or target.is_android() or target.is_tizen(): generator.app(module = '', sources = sources, binname = 'test-all', basepath = 'test', implicit_deps = [memory_lib], libs = ['test'] + dependlibs, resources = test_resources, includepaths = includepaths) else: generator.bin(module = '', sources = sources, binname = 'test-all', basepath = 'test', implicit_deps = [memory_lib], libs = ['test'] + dependlibs, includepaths = includepaths) else: sources = ['main.c'] #Build one binary per test case generator.bin(module = 'all', sources = sources, binname = 'test-all', basepath = 'test', implicit_deps = [memory_lib], libs = dependlibs, includepaths = includepaths) for test in test_cases: generator.bin(module = test, sources = sources, binname = 'test-' + test, basepath = 'test', implicit_deps = [memory_lib], libs = ['test'] + dependlibs, includepaths = includepaths)
47.041667
207
0.681134
53f90d419abdc05675dec9fb37e3e86c6b351ace
565
py
Python
django_app/urls.py
Ninad998/FinalYearProject
5f626b8316d8f4c70cdd481701c20f7f1488c9fb
[ "MIT" ]
1
2019-11-08T08:51:24.000Z
2019-11-08T08:51:24.000Z
django_app/urls.py
Ninad998/FinalYearProject
5f626b8316d8f4c70cdd481701c20f7f1488c9fb
[ "MIT" ]
null
null
null
django_app/urls.py
Ninad998/FinalYearProject
5f626b8316d8f4c70cdd481701c20f7f1488c9fb
[ "MIT" ]
1
2019-11-08T08:51:31.000Z
2019-11-08T08:51:31.000Z
# coding=utf-8 from django.conf.urls import url import views urlpatterns = [ url(r'^$', views.post_list, name='post_list'), url(r'^post/(?P<pk>\d+)/$', views.post_detail, name='post_detail'), url(r'^post/new/$', views.post_new, name='post_new'), url(r'^post/(?P<pk>\d+)/edit/$', views.post_edit, name='post_edit'), url(r'^drafts/$', views.post_draft_list, name='post_draft_list'), url(r'^post/(?P<pk>\d+)/publish/$', views.post_publish, name='post_publish'), url(r'^post/(?P<pk>\d+)/remove/$', views.post_remove, name='post_remove'), ]
40.357143
81
0.640708
24747011801d372cec89fcc15391335d1eda7c30
772
py
Python
app/app.py
alexander-esser/sample-web-app
eeb870985563d83131d663e343c8f89338718c08
[ "MIT" ]
null
null
null
app/app.py
alexander-esser/sample-web-app
eeb870985563d83131d663e343c8f89338718c08
[ "MIT" ]
null
null
null
app/app.py
alexander-esser/sample-web-app
eeb870985563d83131d663e343c8f89338718c08
[ "MIT" ]
1
2021-07-18T07:20:50.000Z
2021-07-18T07:20:50.000Z
import time import redis from flask import Flask, Response FLASK_PORT = 5000 REDIS_PORT = 6379 app = Flask(__name__) cache = redis.Redis(host="redis", port=REDIS_PORT) def get_hit_count(): try: return cache.incr("hits") except redis.exceptions.ConnectionError as exc: return -1 @app.route("/") def hello(): return Response("Hello world! Server is running...", status=500, mimetype="text/plain") @app.route("/count/") def count(): count = get_hit_count() if count == -1: return Response(f"Could not connect to Redis on Port {REDIS_PORT}", status=500, mimetype="text/plain") else: return Response(f"I have been called {count} times.") if __name__ == "__main__": app.run(host="0.0.0.0", port=FLASK_PORT)
22.705882
110
0.665803
187ac4166bc9b5e8063281533a7e479e7499f610
43,128
py
Python
pkgs/statsmodels-0.6.1-np110py27_0/lib/python2.7/site-packages/statsmodels/stats/weightstats.py
wangyum/anaconda
6e5a0dbead3327661d73a61e85414cf92aa52be6
[ "Apache-2.0", "BSD-3-Clause" ]
10
2016-05-18T11:46:33.000Z
2018-12-23T04:52:27.000Z
statsmodels/stats/weightstats.py
AnaMP/statsmodels
2d4aad9a14619ce0c84d4c7bca9dacd66b2be566
[ "BSD-3-Clause" ]
1
2021-09-11T14:30:32.000Z
2021-09-11T14:30:32.000Z
statsmodels/stats/weightstats.py
AnaMP/statsmodels
2d4aad9a14619ce0c84d4c7bca9dacd66b2be566
[ "BSD-3-Clause" ]
3
2015-04-01T08:26:54.000Z
2020-02-14T14:34:10.000Z
'''Ttests and descriptive statistics with weights Created on 2010-09-18 Author: josef-pktd License: BSD (3-clause) References ---------- SPSS manual SAS manual This follows in large parts the SPSS manual, which is largely the same as the SAS manual with different, simpler notation. Freq, Weight in SAS seems redundant since they always show up as product, SPSS has only weights. Notes ----- This has potential problems with ddof, I started to follow numpy with ddof=0 by default and users can change it, but this might still mess up the t-tests, since the estimates for the standard deviation will be based on the ddof that the user chooses. - fixed ddof for the meandiff ttest, now matches scipy.stats.ttest_ind Note: scipy has now a separate, pooled variance option in ttest, but I haven't compared yet. ''' import numpy as np from scipy import stats from statsmodels.tools.decorators import OneTimeProperty class DescrStatsW(object): '''descriptive statistics and tests with weights for case weights Assumes that the data is 1d or 2d with (nobs, nvars) observations in rows, variables in columns, and that the same weight applies to each column. If degrees of freedom correction is used, then weights should add up to the number of observations. ttest also assumes that the sum of weights corresponds to the sample size. This is essentially the same as replicating each observations by its weight, if the weights are integers, often called case or frequency weights. Parameters ---------- data : array_like, 1-D or 2-D dataset weights : None or 1-D ndarray weights for each observation, with same length as zero axis of data ddof : int default ddof=0, degrees of freedom correction used for second moments, var, std, cov, corrcoef. However, statistical tests are independent of `ddof`, based on the standard formulas. Examples -------- Note: I don't know the seed for the following, so the numbers will differ >>> x1_2d = 1.0 + np.random.randn(20, 3) >>> w1 = np.random.randint(1,4, 20) >>> d1 = DescrStatsW(x1_2d, weights=w1) >>> d1.mean array([ 1.42739844, 1.23174284, 1.083753 ]) >>> d1.var array([ 0.94855633, 0.52074626, 1.12309325]) >>> d1.std_mean array([ 0.14682676, 0.10878944, 0.15976497]) >>> tstat, pval, df = d1.ttest_mean(0) >>> tstat; pval; df array([ 9.72165021, 11.32226471, 6.78342055]) array([ 1.58414212e-12, 1.26536887e-14, 2.37623126e-08]) 44.0 >>> tstat, pval, df = d1.ttest_mean([0, 1, 1]) >>> tstat; pval; df array([ 9.72165021, 2.13019609, 0.52422632]) array([ 1.58414212e-12, 3.87842808e-02, 6.02752170e-01]) 44.0 #if weiqhts are integers, then asrepeats can be used >>> x1r = d1.asrepeats() >>> x1r.shape ... >>> stats.ttest_1samp(x1r, [0, 1, 1]) ... ''' def __init__(self, data, weights=None, ddof=0): self.data = np.asarray(data) if weights is None: self.weights = np.ones(self.data.shape[0]) else: #why squeeze? self.weights = np.asarray(weights).squeeze().astype(float) self.ddof = ddof @OneTimeProperty def sum_weights(self): return self.weights.sum(0) @OneTimeProperty def nobs(self): '''alias for number of observations/cases, equal to sum of weights ''' return self.sum_weights @OneTimeProperty def sum(self): '''weighted sum of data''' return np.dot(self.data.T, self.weights) @OneTimeProperty def mean(self): '''weighted mean of data''' return self.sum / self.sum_weights @OneTimeProperty def demeaned(self): '''data with weighted mean subtracted''' return self.data - self.mean @OneTimeProperty def sumsquares(self): '''weighted sum of squares of demeaned data''' return np.dot((self.demeaned**2).T, self.weights) #need memoize instead of cache decorator def var_ddof(self, ddof=0): '''variance of data given ddof Parameters ---------- ddof : int, float degrees of freedom correction, independent of attribute ddof Returns ------- var : float, ndarray variance with denominator ``sum_weights - ddof`` ''' return self.sumsquares / (self.sum_weights - ddof) def std_ddof(self, ddof=0): '''standard deviation of data with given ddof Parameters ---------- ddof : int, float degrees of freedom correction, independent of attribute ddof Returns ------- std : float, ndarray standard deviation with denominator ``sum_weights - ddof`` ''' return np.sqrt(self.var_ddof(ddof=ddof)) @OneTimeProperty def var(self): '''variance with default degrees of freedom correction ''' return self.sumsquares / (self.sum_weights - self.ddof) @OneTimeProperty def _var(self): '''variance without degrees of freedom correction used for statistical tests with controlled ddof ''' return self.sumsquares / self.sum_weights @OneTimeProperty def std(self): '''standard deviation with default degrees of freedom correction ''' return np.sqrt(self.var) @OneTimeProperty def cov(self): '''weighted covariance of data if data is 2 dimensional assumes variables in columns and observations in rows uses default ddof ''' cov_ = np.dot(self.weights * self.demeaned.T, self.demeaned) cov_ /= (self.sum_weights - self.ddof) return cov_ @OneTimeProperty def corrcoef(self): '''weighted correlation with default ddof assumes variables in columns and observations in rows ''' return self.cov / self.std / self.std[:,None] @OneTimeProperty def std_mean(self): '''standard deviation of weighted mean ''' std = self.std if self.ddof != 0: #ddof correction, (need copy of std) std = std * np.sqrt((self.sum_weights - self.ddof) / self.sum_weights) return std / np.sqrt(self.sum_weights - 1) def tconfint_mean(self, alpha=0.05, alternative='two-sided'): '''two-sided confidence interval for weighted mean of data If the data is 2d, then these are separate confidence intervals for each column. Parameters ---------- alpha : float significance level for the confidence interval, coverage is ``1-alpha`` alternative : string This specifies the alternative hypothesis for the test that corresponds to the confidence interval. The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: mean not equal to value (default) 'larger' : H1: mean larger than value 'smaller' : H1: mean smaller than value Returns ------- lower, upper : floats or ndarrays lower and upper bound of confidence interval Notes ----- In a previous version, statsmodels 0.4, alpha was the confidence level, e.g. 0.95 ''' #TODO: add asymmetric dof = self.sum_weights - 1 ci = _tconfint_generic(self.mean, self.std_mean, dof, alpha, alternative) return ci def zconfint_mean(self, alpha=0.05, alternative='two-sided'): '''two-sided confidence interval for weighted mean of data Confidence interval is based on normal distribution. If the data is 2d, then these are separate confidence intervals for each column. Parameters ---------- alpha : float significance level for the confidence interval, coverage is ``1-alpha`` alternative : string This specifies the alternative hypothesis for the test that corresponds to the confidence interval. The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: mean not equal to value (default) 'larger' : H1: mean larger than value 'smaller' : H1: mean smaller than value Returns ------- lower, upper : floats or ndarrays lower and upper bound of confidence interval Notes ----- In a previous version, statsmodels 0.4, alpha was the confidence level, e.g. 0.95 ''' return _zconfint_generic(self.mean, self.std_mean, alpha, alternative) def ttest_mean(self, value=0, alternative='two-sided'): '''ttest of Null hypothesis that mean is equal to value. The alternative hypothesis H1 is defined by the following 'two-sided': H1: mean not equal to value 'larger' : H1: mean larger than value 'smaller' : H1: mean smaller than value Parameters ---------- value : float or array the hypothesized value for the mean alternative : string The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: mean not equal to value (default) 'larger' : H1: mean larger than value 'smaller' : H1: mean smaller than value Returns ------- tstat : float test statisic pvalue : float pvalue of the t-test df : int or float ''' #TODO: check direction with R, smaller=less, larger=greater tstat = (self.mean - value) / self.std_mean dof = self.sum_weights - 1 #TODO: use outsourced if alternative == 'two-sided': pvalue = stats.t.sf(np.abs(tstat), dof)*2 elif alternative == 'larger': pvalue = stats.t.sf(tstat, dof) elif alternative == 'smaller': pvalue = stats.t.cdf(tstat, dof) return tstat, pvalue, dof def ttost_mean(self, low, upp): '''test of (non-)equivalence of one sample TOST: two one-sided t tests null hypothesis: m < low or m > upp alternative hypothesis: low < m < upp where m is the expected value of the sample (mean of the population). If the pvalue is smaller than a threshold, say 0.05, then we reject the hypothesis that the expected value of the sample (mean of the population) is outside of the interval given by thresholds low and upp. Parameters ---------- low, upp : float equivalence interval low < mean < upp Returns ------- pvalue : float pvalue of the non-equivalence test t1, pv1, df1 : tuple test statistic, pvalue and degrees of freedom for lower threshold test t2, pv2, df2 : tuple test statistic, pvalue and degrees of freedom for upper threshold test ''' t1, pv1, df1 = self.ttest_mean(low, alternative='larger') t2, pv2, df2 = self.ttest_mean(upp, alternative='smaller') return np.maximum(pv1, pv2), (t1, pv1, df1), (t2, pv2, df2) def ztest_mean(self, value=0, alternative='two-sided'): '''z-test of Null hypothesis that mean is equal to value. The alternative hypothesis H1 is defined by the following 'two-sided': H1: mean not equal to value 'larger' : H1: mean larger than value 'smaller' : H1: mean smaller than value Parameters ---------- value : float or array the hypothesized value for the mean alternative : string The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: mean not equal to value (default) 'larger' : H1: mean larger than value 'smaller' : H1: mean smaller than value Returns ------- tstat : float test statisic pvalue : float pvalue of the t-test Notes ----- This uses the same degrees of freedom correction as the t-test in the calculation of the standard error of the mean, i.e it uses `(sum_weights - 1)` instead of `sum_weights` in the denominator. See Examples below for the difference. Examples -------- z-test on a proportion, with 20 observations, 15 of those are our event >>> x1 = [0, 1] >>> w1 = [5, 15] >>> d1 = smws.DescrStatsW(x1, w1) >>> d1.ztest_mean(0.5) (2.5166114784235836, 0.011848940928347452) This differs from the proportions_ztest because of the degrees of freedom correction: >>> smprop.proportions_ztest(15, 20., value=0.5) (2.5819888974716112, 0.009823274507519247). We can replicate the results from ``proportions_ztest`` if we increase the weights to have artificially one more observation: >>> smws.DescrStatsW(x1, np.array(w1)*21./20).ztest_mean(0.5) (2.5819888974716116, 0.0098232745075192366) ''' tstat = (self.mean - value) / self.std_mean #TODO: use outsourced if alternative == 'two-sided': pvalue = stats.norm.sf(np.abs(tstat))*2 elif alternative == 'larger': pvalue = stats.norm.sf(tstat) elif alternative == 'smaller': pvalue = stats.norm.cdf(tstat) return tstat, pvalue def ztost_mean(self, low, upp): '''test of (non-)equivalence of one sample, based on z-test TOST: two one-sided z-tests null hypothesis: m < low or m > upp alternative hypothesis: low < m < upp where m is the expected value of the sample (mean of the population). If the pvalue is smaller than a threshold, say 0.05, then we reject the hypothesis that the expected value of the sample (mean of the population) is outside of the interval given by thresholds low and upp. Parameters ---------- low, upp : float equivalence interval low < mean < upp Returns ------- pvalue : float pvalue of the non-equivalence test t1, pv1 : tuple test statistic and p-value for lower threshold test t2, pv2 : tuple test statistic and p-value for upper threshold test ''' t1, pv1 = self.ztest_mean(low, alternative='larger') t2, pv2 = self.ztest_mean(upp, alternative='smaller') return np.maximum(pv1, pv2), (t1, pv1), (t2, pv2) def get_compare(self, other, weights=None): '''return an instance of CompareMeans with self and other Parameters ---------- other : array_like or instance of DescrStatsW If array_like then this creates an instance of DescrStatsW with the given weights. weights : None or array weights are only used if other is not an instance of DescrStatsW Returns ------- cm : instance of CompareMeans the instance has self attached as d1 and other as d2. See Also -------- CompareMeans ''' if not isinstance(other, self.__class__): d2 = DescrStatsW(other, weights) else: d2 = other return CompareMeans(self, d2) def asrepeats(self): '''get array that has repeats given by floor(weights) observations with weight=0 are dropped ''' w_int = np.floor(self.weights).astype(int) return np.repeat(self.data, w_int, axis=0) def _tstat_generic(value1, value2, std_diff, dof, alternative, diff=0): '''generic ttest to save typing''' tstat = (value1 - value2 - diff) / std_diff if alternative in ['two-sided', '2-sided', '2s']: pvalue = stats.t.sf(np.abs(tstat), dof)*2 elif alternative in ['larger', 'l']: pvalue = stats.t.sf(tstat, dof) elif alternative in ['smaller', 's']: pvalue = stats.t.cdf(tstat, dof) else: raise ValueError('invalid alternative') return tstat, pvalue def _tconfint_generic(mean, std_mean, dof, alpha, alternative): '''generic t-confint to save typing''' if alternative in ['two-sided', '2-sided', '2s']: tcrit = stats.t.ppf(1 - alpha / 2., dof) lower = mean - tcrit * std_mean upper = mean + tcrit * std_mean elif alternative in ['larger', 'l']: tcrit = stats.t.ppf(alpha, dof) lower = mean + tcrit * std_mean upper = np.inf elif alternative in ['smaller', 's']: tcrit = stats.t.ppf(1 - alpha, dof) lower = -np.inf upper = mean + tcrit * std_mean else: raise ValueError('invalid alternative') return lower, upper def _zstat_generic(value1, value2, std_diff, alternative, diff=0): '''generic (normal) z-test to save typing can be used as ztest based on summary statistics ''' zstat = (value1 - value2 - diff) / std_diff if alternative in ['two-sided', '2-sided', '2s']: pvalue = stats.norm.sf(np.abs(zstat))*2 elif alternative in ['larger', 'l']: pvalue = stats.norm.sf(zstat) elif alternative in ['smaller', 's']: pvalue = stats.norm.cdf(zstat) else: raise ValueError('invalid alternative') return zstat, pvalue def _zstat_generic2(value, std_diff, alternative): '''generic (normal) z-test to save typing can be used as ztest based on summary statistics ''' zstat = value / std_diff if alternative in ['two-sided', '2-sided', '2s']: pvalue = stats.norm.sf(np.abs(zstat))*2 elif alternative in ['larger', 'l']: pvalue = stats.norm.sf(zstat) elif alternative in ['smaller', 's']: pvalue = stats.norm.cdf(zstat) else: raise ValueError('invalid alternative') return zstat, pvalue def _zconfint_generic(mean, std_mean, alpha, alternative): '''generic normal-confint to save typing''' if alternative in ['two-sided', '2-sided', '2s']: zcrit = stats.norm.ppf(1 - alpha / 2.) lower = mean - zcrit * std_mean upper = mean + zcrit * std_mean elif alternative in ['larger', 'l']: zcrit = stats.norm.ppf(alpha) lower = mean + zcrit * std_mean upper = np.inf elif alternative in ['smaller', 's']: zcrit = stats.norm.ppf(1 - alpha) lower = -np.inf upper = mean + zcrit * std_mean else: raise ValueError('invalid alternative') return lower, upper class CompareMeans(object): '''class for two sample comparison The tests and the confidence interval work for multi-endpoint comparison: If d1 and d2 have the same number of rows, then each column of the data in d1 is compared with the corresponding column in d2. Parameters ---------- d1, d2 : instances of DescrStatsW Notes ----- The result for the statistical tests and the confidence interval are independent of the user specified ddof. TODO: Extend to any number of groups or write a version that works in that case, like in SAS and SPSS. ''' def __init__(self, d1, d2): '''assume d1, d2 hold the relevant attributes ''' self.d1 = d1 self.d2 = d2 #assume nobs is available # if not hasattr(self.d1, 'nobs'): # d1.nobs1 = d1.sum_weights.astype(float) #float just to make sure # self.nobs2 = d2.sum_weights.astype(float) @OneTimeProperty def std_meandiff_separatevar(self): #this uses ``_var`` to use ddof=0 for formula d1 = self.d1 d2 = self.d2 return np.sqrt(d1._var / (d1.nobs-1) + d2._var / (d2.nobs-1)) @OneTimeProperty def std_meandiff_pooledvar(self): '''variance assuming equal variance in both data sets ''' #this uses ``_var`` to use ddof=0 for formula d1 = self.d1 d2 = self.d2 #could make var_pooled into attribute var_pooled = ((d1.sumsquares + d2.sumsquares) / #(d1.nobs - d1.ddof + d2.nobs - d2.ddof)) (d1.nobs - 1 + d2.nobs - 1)) return np.sqrt(var_pooled * (1. / d1.nobs + 1. /d2.nobs)) def dof_satt(self): '''degrees of freedom of Satterthwaite for unequal variance ''' d1 = self.d1 d2 = self.d2 #this follows blindly the SPSS manual #except I use ``_var`` which has ddof=0 sem1 = d1._var / (d1.nobs-1) sem2 = d2._var / (d2.nobs-1) semsum = sem1 + sem2 z1 = (sem1 / semsum)**2 / (d1.nobs - 1) z2 = (sem2 / semsum)**2 / (d2.nobs - 1) dof = 1. / (z1 + z2) return dof def ttest_ind(self, alternative='two-sided', usevar='pooled', value=0): '''ttest for the null hypothesis of identical means this should also be the same as onewaygls, except for ddof differences Parameters ---------- x1, x2 : array_like, 1-D or 2-D two independent samples, see notes for 2-D case alternative : string The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: difference in means not equal to value (default) 'larger' : H1: difference in means larger than value 'smaller' : H1: difference in means smaller than value usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used value : float difference between the means under the Null hypothesis. Returns ------- tstat : float test statisic pvalue : float pvalue of the t-test df : int or float degrees of freedom used in the t-test Notes ----- The result is independent of the user specified ddof. ''' d1 = self.d1 d2 = self.d2 if usevar == 'pooled': stdm = self.std_meandiff_pooledvar dof = (d1.nobs - 1 + d2.nobs - 1) elif usevar == 'unequal': stdm = self.std_meandiff_separatevar dof = self.dof_satt() else: raise ValueError('usevar can only be "pooled" or "unequal"') tstat, pval = _tstat_generic(d1.mean, d2.mean, stdm, dof, alternative, diff=value) return tstat, pval, dof def ztest_ind(self, alternative='two-sided', usevar='pooled', value=0): '''z-test for the null hypothesis of identical means Parameters ---------- x1, x2 : array_like, 1-D or 2-D two independent samples, see notes for 2-D case alternative : string The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: difference in means not equal to value (default) 'larger' : H1: difference in means larger than value 'smaller' : H1: difference in means smaller than value usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used value : float difference between the means under the Null hypothesis. Returns ------- tstat : float test statisic pvalue : float pvalue of the t-test df : int or float degrees of freedom used in the t-test ''' d1 = self.d1 d2 = self.d2 if usevar == 'pooled': stdm = self.std_meandiff_pooledvar elif usevar == 'unequal': stdm = self.std_meandiff_separatevar else: raise ValueError('usevar can only be "pooled" or "unequal"') tstat, pval = _zstat_generic(d1.mean, d2.mean, stdm, alternative, diff=value) return tstat, pval def tconfint_diff(self, alpha=0.05, alternative='two-sided', usevar='pooled'): '''confidence interval for the difference in means Parameters ---------- alpha : float significance level for the confidence interval, coverage is ``1-alpha`` alternative : string This specifies the alternative hypothesis for the test that corresponds to the confidence interval. The alternative hypothesis, H1, has to be one of the following : 'two-sided': H1: difference in means not equal to value (default) 'larger' : H1: difference in means larger than value 'smaller' : H1: difference in means smaller than value usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used Returns ------- lower, upper : floats lower and upper limits of the confidence interval Notes ----- The result is independent of the user specified ddof. ''' d1 = self.d1 d2 = self.d2 diff = d1.mean - d2.mean if usevar == 'pooled': std_diff = self.std_meandiff_pooledvar dof = (d1.nobs - 1 + d2.nobs - 1) elif usevar == 'unequal': std_diff = self.std_meandiff_separatevar dof = self.dof_satt() else: raise ValueError('usevar can only be "pooled" or "unequal"') res = _tconfint_generic(diff, std_diff, dof, alpha=alpha, alternative=alternative) return res def zconfint_diff(self, alpha=0.05, alternative='two-sided', usevar='pooled'): '''confidence interval for the difference in means Parameters ---------- alpha : float significance level for the confidence interval, coverage is ``1-alpha`` alternative : string This specifies the alternative hypothesis for the test that corresponds to the confidence interval. The alternative hypothesis, H1, has to be one of the following : 'two-sided': H1: difference in means not equal to value (default) 'larger' : H1: difference in means larger than value 'smaller' : H1: difference in means smaller than value usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used Returns ------- lower, upper : floats lower and upper limits of the confidence interval Notes ----- The result is independent of the user specified ddof. ''' d1 = self.d1 d2 = self.d2 diff = d1.mean - d2.mean if usevar == 'pooled': std_diff = self.std_meandiff_pooledvar elif usevar == 'unequal': std_diff = self.std_meandiff_separatevar else: raise ValueError('usevar can only be "pooled" or "unequal"') res = _zconfint_generic(diff, std_diff, alpha=alpha, alternative=alternative) return res def ttost_ind(self, low, upp, usevar='pooled'): ''' test of equivalence for two independent samples, base on t-test Parameters ---------- low, upp : float equivalence interval low < m1 - m2 < upp usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used Returns ------- pvalue : float pvalue of the non-equivalence test t1, pv1 : tuple of floats test statistic and pvalue for lower threshold test t2, pv2 : tuple of floats test statistic and pvalue for upper threshold test ''' tt1 = self.ttest_ind(alternative='larger', usevar=usevar, value=low) tt2 = self.ttest_ind(alternative='smaller', usevar=usevar, value=upp) #TODO: remove tuple return, use same as for function tost_ind return np.maximum(tt1[1], tt2[1]), (tt1, tt2) def ztost_ind(self, low, upp, usevar='pooled'): ''' test of equivalence for two independent samples, based on z-test Parameters ---------- low, upp : float equivalence interval low < m1 - m2 < upp usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used Returns ------- pvalue : float pvalue of the non-equivalence test t1, pv1 : tuple of floats test statistic and pvalue for lower threshold test t2, pv2 : tuple of floats test statistic and pvalue for upper threshold test ''' tt1 = self.ztest_ind(alternative='larger', usevar=usevar, value=low) tt2 = self.ztest_ind(alternative='smaller', usevar=usevar, value=upp) #TODO: remove tuple return, use same as for function tost_ind return np.maximum(tt1[1], tt2[1]), tt1, tt2 #tost.__doc__ = tost_ind.__doc__ #doesn't work for 2d, doesn't take weights into account ## def test_equal_var(self): ## '''Levene test for independence ## ## ''' ## d1 = self.d1 ## d2 = self.d2 ## #rewrite this, for now just use scipy.stats ## return stats.levene(d1.data, d2.data) def ttest_ind(x1, x2, alternative='two-sided', usevar='pooled', weights=(None, None), value=0): '''ttest independent sample convenience function that uses the classes and throws away the intermediate results, compared to scipy stats: drops axis option, adds alternative, usevar, and weights option Parameters ---------- x1, x2 : array_like, 1-D or 2-D two independent samples, see notes for 2-D case alternative : string The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: difference in means not equal to value (default) 'larger' : H1: difference in means larger than value 'smaller' : H1: difference in means smaller than value usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used weights : tuple of None or ndarrays Case weights for the two samples. For details on weights see ``DescrStatsW`` value : float difference between the means under the Null hypothesis. Returns ------- tstat : float test statisic pvalue : float pvalue of the t-test df : int or float degrees of freedom used in the t-test ''' cm = CompareMeans(DescrStatsW(x1, weights=weights[0], ddof=0), DescrStatsW(x2, weights=weights[1], ddof=0)) tstat, pval, dof = cm.ttest_ind(alternative=alternative, usevar=usevar, value=value) return tstat, pval, dof def ttost_ind(x1, x2, low, upp, usevar='pooled', weights=(None, None), transform=None): '''test of (non-)equivalence for two independent samples TOST: two one-sided t tests null hypothesis: m1 - m2 < low or m1 - m2 > upp alternative hypothesis: low < m1 - m2 < upp where m1, m2 are the means, expected values of the two samples. If the pvalue is smaller than a threshold, say 0.05, then we reject the hypothesis that the difference between the two samples is larger than the the thresholds given by low and upp. Parameters ---------- x1, x2 : array_like, 1-D or 2-D two independent samples, see notes for 2-D case low, upp : float equivalence interval low < m1 - m2 < upp usevar : string, 'pooled' or 'unequal' If ``pooled``, then the standard deviation of the samples is assumed to be the same. If ``unequal``, then Welsh ttest with Satterthwait degrees of freedom is used weights : tuple of None or ndarrays Case weights for the two samples. For details on weights see ``DescrStatsW`` transform : None or function If None (default), then the data is not transformed. Given a function, sample data and thresholds are transformed. If transform is log, then the equivalence interval is in ratio: low < m1 / m2 < upp Returns ------- pvalue : float pvalue of the non-equivalence test t1, pv1 : tuple of floats test statistic and pvalue for lower threshold test t2, pv2 : tuple of floats test statistic and pvalue for upper threshold test Notes ----- The test rejects if the 2*alpha confidence interval for the difference is contained in the ``(low, upp)`` interval. This test works also for multi-endpoint comparisons: If d1 and d2 have the same number of columns, then each column of the data in d1 is compared with the corresponding column in d2. This is the same as comparing each of the corresponding columns separately. Currently no multi-comparison correction is used. The raw p-values reported here can be correction with the functions in ``multitest``. ''' if transform: if transform is np.log: #avoid hstack in special case x1 = transform(x1) x2 = transform(x2) else: #for transforms like rankdata that will need both datasets #concatenate works for stacking 1d and 2d arrays xx = transform(np.concatenate((x1, x2), 0)) x1 = xx[:len(x1)] x2 = xx[len(x1):] low = transform(low) upp = transform(upp) cm = CompareMeans(DescrStatsW(x1, weights=weights[0], ddof=0), DescrStatsW(x2, weights=weights[1], ddof=0)) pval, res = cm.ttost_ind(low, upp, usevar=usevar) return pval, res[0], res[1] def ttost_paired(x1, x2, low, upp, transform=None, weights=None): '''test of (non-)equivalence for two dependent, paired sample TOST: two one-sided t tests null hypothesis: md < low or md > upp alternative hypothesis: low < md < upp where md is the mean, expected value of the difference x1 - x2 If the pvalue is smaller than a threshold,say 0.05, then we reject the hypothesis that the difference between the two samples is larger than the the thresholds given by low and upp. Parameters ---------- x1, x2 : array_like two dependent samples low, upp : float equivalence interval low < mean of difference < upp weights : None or ndarray case weights for the two samples. For details on weights see ``DescrStatsW`` transform : None or function If None (default), then the data is not transformed. Given a function sample data and thresholds are transformed. If transform is log the the equivalence interval is in ratio: low < x1 / x2 < upp Returns ------- pvalue : float pvalue of the non-equivalence test t1, pv1, df1 : tuple test statistic, pvalue and degrees of freedom for lower threshold test t2, pv2, df2 : tuple test statistic, pvalue and degrees of freedom for upper threshold test ''' if transform: if transform is np.log: #avoid hstack in special case x1 = transform(x1) x2 = transform(x2) else: #for transforms like rankdata that will need both datasets #concatenate works for stacking 1d and 2d arrays xx = transform(np.concatenate((x1, x2), 0)) x1 = xx[:len(x1)] x2 = xx[len(x1):] low = transform(low) upp = transform(upp) dd = DescrStatsW(x1 - x2, weights=weights, ddof=0) t1, pv1, df1 = dd.ttest_mean(low, alternative='larger') t2, pv2, df2 = dd.ttest_mean(upp, alternative='smaller') return np.maximum(pv1, pv2), (t1, pv1, df1), (t2, pv2, df2) def ztest(x1, x2=None, value=0, alternative='two-sided', usevar='pooled', ddof=1.): '''test for mean based on normal distribution, one or two samples In the case of two samples, the samples are assumed to be independent. Parameters ---------- x1, x2 : array_like, 1-D or 2-D two independent samples value : float In the one sample case, value is the mean of x1 under the Null hypothesis. In the two sample case, value is the difference between mean of x1 and mean of x2 under the Null hypothesis. The test statistic is `x1_mean - x2_mean - value`. alternative : string The alternative hypothesis, H1, has to be one of the following 'two-sided': H1: difference in means not equal to value (default) 'larger' : H1: difference in means larger than value 'smaller' : H1: difference in means smaller than value usevar : string, 'pooled' Currently, only 'pooled' is implemented. If ``pooled``, then the standard deviation of the samples is assumed to be the same. see CompareMeans.ztest_ind for different options. ddof : int Degrees of freedom use in the calculation of the variance of the mean estimate. In the case of comparing means this is one, however it can be adjusted for testing other statistics (proportion, correlation) Returns ------- tstat : float test statisic pvalue : float pvalue of the t-test Notes ----- usevar not implemented, is always pooled in two sample case use CompareMeans instead. ''' # TODO: this should delegate to CompareMeans like ttest_ind # However that does not implement ddof #usevar is not used, always pooled if usevar != 'pooled': raise NotImplementedError('only usevar="pooled" is implemented') x1 = np.asarray(x1) nobs1 = x1.shape[0] x1_mean = x1.mean(0) x1_var = x1.var(0) if x2 is not None: x2 = np.asarray(x2) nobs2 = x2.shape[0] x2_mean = x2.mean(0) x2_var = x2.var(0) var_pooled = (nobs1 * x1_var + nobs2 * x2_var) var_pooled /= (nobs1 + nobs2 - 2 * ddof) var_pooled *= (1. / nobs1 + 1. / nobs2) else: var_pooled = x1_var / (nobs1 - ddof) x2_mean = 0 std_diff = np.sqrt(var_pooled) #stat = x1_mean - x2_mean - value return _zstat_generic(x1_mean, x2_mean, std_diff, alternative, diff=value) def zconfint(x1, x2=None, value=0, alpha=0.05, alternative='two-sided', usevar='pooled', ddof=1.): '''confidence interval based on normal distribution z-test Parameters ---------- x1, x2 : array_like, 1-D or 2-D two independent samples, see notes for 2-D case value : float In the one sample case, value is the mean of x1 under the Null hypothesis. In the two sample case, value is the difference between mean of x1 and mean of x2 under the Null hypothesis. The test statistic is `x1_mean - x2_mean - value`. usevar : string, 'pooled' Currently, only 'pooled' is implemented. If ``pooled``, then the standard deviation of the samples is assumed to be the same. see CompareMeans.ztest_ind for different options. ddof : int Degrees of freedom use in the calculation of the variance of the mean estimate. In the case of comparing means this is one, however it can be adjusted for testing other statistics (proportion, correlation) Notes ----- checked only for 1 sample case usevar not implemented, is always pooled in two sample case ``value`` shifts the confidence interval so it is centered at `x1_mean - x2_mean - value` See Also -------- ztest CompareMeans ''' #usevar is not used, always pooled # mostly duplicate code from ztest if usevar != 'pooled': raise NotImplementedError('only usevar="pooled" is implemented') x1 = np.asarray(x1) nobs1 = x1.shape[0] x1_mean = x1.mean(0) x1_var = x1.var(0) if x2 is not None: x2 = np.asarray(x2) nobs2 = x2.shape[0] x2_mean = x2.mean(0) x2_var = x2.var(0) var_pooled = (nobs1 * x1_var + nobs2 * x2_var) var_pooled /= (nobs1 + nobs2 - 2 * ddof) var_pooled *= (1. / nobs1 + 1. / nobs2) else: var_pooled = x1_var / (nobs1 - ddof) x2_mean = 0 std_diff = np.sqrt(var_pooled) ci = _zconfint_generic(x1_mean - x2_mean - value, std_diff, alpha, alternative) return ci def ztost(x1, low, upp, x2=None, usevar='pooled', ddof=1.): '''Equivalence test based on normal distribution Parameters ---------- x1 : array_like one sample or first sample for 2 independent samples low, upp : float equivalence interval low < m1 - m2 < upp x1 : array_like or None second sample for 2 independent samples test. If None, then a one-sample test is performed. usevar : string, 'pooled' If `pooled`, then the standard deviation of the samples is assumed to be the same. Only `pooled` is currently implemented. Returns ------- pvalue : float pvalue of the non-equivalence test t1, pv1 : tuple of floats test statistic and pvalue for lower threshold test t2, pv2 : tuple of floats test statistic and pvalue for upper threshold test Notes ----- checked only for 1 sample case ''' tt1 = ztest(x1, x2, alternative='larger', usevar=usevar, value=low, ddof=ddof) tt2 = ztest(x1, x2, alternative='smaller', usevar=usevar, value=upp, ddof=ddof) return np.maximum(tt1[1], tt2[1]), tt1, tt2,
33.432558
86
0.60128
4f1abb5aebc96429d365f921eaf61661bd347b04
834
py
Python
src/djanban/apps/dev_times/migrations/0007_auto_20161111_1927.py
diegojromerolopez/djanban
6451688d49cf235d03c604b19a6a8480b33eed87
[ "MIT" ]
33
2017-06-14T18:04:25.000Z
2021-06-15T07:07:56.000Z
src/djanban/apps/dev_times/migrations/0007_auto_20161111_1927.py
diegojromerolopez/djanban
6451688d49cf235d03c604b19a6a8480b33eed87
[ "MIT" ]
1
2017-05-10T08:45:55.000Z
2017-05-10T08:45:55.000Z
src/djanban/apps/dev_times/migrations/0007_auto_20161111_1927.py
diegojromerolopez/djanban
6451688d49cf235d03c604b19a6a8480b33eed87
[ "MIT" ]
8
2017-08-27T11:14:25.000Z
2021-03-03T12:11:16.000Z
# -*- coding: utf-8 -*- # Generated by Django 1.10 on 2016-11-11 18:27 from __future__ import unicode_literals from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('dev_times', '0006_auto_20161012_1431'), ] operations = [ migrations.AlterField( model_name='dailyspenttime', name='comment', field=models.OneToOneField(null=True, on_delete=django.db.models.deletion.CASCADE, related_name='daily_spent_time', to='boards.CardComment', verbose_name='Comment'), ), migrations.AlterField( model_name='dailyspenttime', name='uuid', field=models.CharField(max_length=128, null=True, verbose_name='External id of the comment'), ), ]
30.888889
177
0.655875
3bde35949d944282078786759ee6c61e90efb294
2,590
py
Python
backend/config/settings.py
z3by/tweety-django-vue
1f85b73cf98258be7d4b4547e6d9d596f8149892
[ "MIT" ]
1
2021-07-08T12:45:20.000Z
2021-07-08T12:45:20.000Z
backend/config/settings.py
z3by/tweety-django
1f85b73cf98258be7d4b4547e6d9d596f8149892
[ "MIT" ]
1
2021-06-10T02:34:12.000Z
2021-06-10T02:34:12.000Z
backend/config/settings.py
z3by/tweety-django
1f85b73cf98258be7d4b4547e6d9d596f8149892
[ "MIT" ]
1
2021-06-07T21:54:30.000Z
2021-06-07T21:54:30.000Z
from pathlib import Path BASE_DIR = Path(__file__).resolve().parent.parent SECRET_KEY = "django-insecure-r%t+n$xoz8v6822z!j4f#49(xbf)yn#d@0h4u5@7#$o@8wm8*7" DEBUG = True ALLOWED_HOSTS = [] SITE_ID = 1 INSTALLED_APPS = [ "tweets", "users", "django.contrib.sites", "django.contrib.admin", "django.contrib.auth", "django.contrib.contenttypes", "django.contrib.sessions", "django.contrib.messages", "django.contrib.staticfiles", "allauth", "allauth.account", "allauth.socialaccount", "widget_tweaks", ] MIDDLEWARE = [ "django.middleware.security.SecurityMiddleware", "django.contrib.sessions.middleware.SessionMiddleware", "django.middleware.common.CommonMiddleware", "django.middleware.csrf.CsrfViewMiddleware", "django.contrib.auth.middleware.AuthenticationMiddleware", "django.contrib.messages.middleware.MessageMiddleware", "django.middleware.clickjacking.XFrameOptionsMiddleware", ] ROOT_URLCONF = "config.urls" TEMPLATES = [ { "BACKEND": "django.template.backends.django.DjangoTemplates", "DIRS": [BASE_DIR / "templates"], "APP_DIRS": True, "OPTIONS": { "context_processors": [ "django.template.context_processors.debug", "django.template.context_processors.request", "django.contrib.auth.context_processors.auth", "django.contrib.messages.context_processors.messages", ], }, }, ] WSGI_APPLICATION = "config.wsgi.application" DATABASES = { "default": { "ENGINE": "django.db.backends.sqlite3", "NAME": BASE_DIR / "db.sqlite3", } } AUTH_USER_MODEL = "users.User" AUTH_PASSWORD_VALIDATORS = [ { "NAME": "django.contrib.auth.password_validation.UserAttributeSimilarityValidator", }, { "NAME": "django.contrib.auth.password_validation.MinimumLengthValidator", }, { "NAME": "django.contrib.auth.password_validation.CommonPasswordValidator", }, { "NAME": "django.contrib.auth.password_validation.NumericPasswordValidator", }, ] LANGUAGE_CODE = "en-us" TIME_ZONE = "UTC" USE_I18N = True USE_L10N = True USE_TZ = True STATIC_URL = "/static/" STATICFILES_DIRS = [ BASE_DIR / "static", ] MEDIA_URL = "/media/" MEDIA_ROOT = BASE_DIR / "media" DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField" LOGIN_REDIRECT_URL = "/home/" ACCOUNT_AUTHENTICATION_METHOD = "username_email" ACCOUNT_SESSION_REMEMBER = False EMAIL_BACKEND = "django.core.mail.backends.console.EmailBackend"
24.903846
91
0.675676
3e71e6e8c4887c455d31b805ab75ba9dbc3ff5bd
1,143
py
Python
app/tests/mixins/pep8_view_test_mixin.py
dandye/DjanGoat
72beb30afe3ddd5b31ce74a5d3b9da61d2c5df1d
[ "MIT" ]
65
2017-08-18T15:12:03.000Z
2021-08-14T16:50:07.000Z
app/tests/mixins/pep8_view_test_mixin.py
dandye/DjanGoat
72beb30afe3ddd5b31ce74a5d3b9da61d2c5df1d
[ "MIT" ]
83
2017-11-28T21:45:20.000Z
2021-11-02T18:52:52.000Z
app/tests/mixins/pep8_view_test_mixin.py
dandye/DjanGoat
72beb30afe3ddd5b31ce74a5d3b9da61d2c5df1d
[ "MIT" ]
71
2017-08-17T14:58:01.000Z
2022-02-02T17:09:49.000Z
import pep8 # Mixin for testing the pep8 style rules. class Pep8ViewsTests(object): def test_pep8_conformance_views(self): file_path = self.path + 'views.py' pep8style = pep8.StyleGuide(quiet=True) result = pep8style.check_files([file_path]) self._validate(result, file_path) def test_pep8_conformance_urls(self): file_path = self.path + 'urls.py' pep8style = pep8.StyleGuide(quiet=True) result = pep8style.check_files([file_path]) self._validate(result, file_path) def test_pep8_conformance_init(self): file_path = self.path + '__init__.py' pep8style = pep8.StyleGuide(quiet=True) result = pep8style.check_files([file_path]) self._validate(result, file_path) # Helper method to validate whether or not there are pep8 errors in the code specified by the path def _validate(self, result, path): error_message = "" if result.total_errors != 0: error_message = "Style errors in: " + path + "\n" + "\n".join(result.get_statistics()) self.assertEqual(result.total_errors, 0, error_message)
36.870968
102
0.671916
e1c62155cff8c409947e69487aa1c0c562eb4f33
19,383
py
Python
sdk/chaos/azure-mgmt-chaos/azure/mgmt/chaos/aio/operations/_targets_operations.py
praveenkuttappan/azure-sdk-for-python
4b79413667b7539750a6c7dde15737013a3d4bd5
[ "MIT" ]
2,728
2015-01-09T10:19:32.000Z
2022-03-31T14:50:33.000Z
sdk/chaos/azure-mgmt-chaos/azure/mgmt/chaos/aio/operations/_targets_operations.py
v-xuto/azure-sdk-for-python
9c6296d22094c5ede410bc83749e8df8694ccacc
[ "MIT" ]
17,773
2015-01-05T15:57:17.000Z
2022-03-31T23:50:25.000Z
sdk/chaos/azure-mgmt-chaos/azure/mgmt/chaos/aio/operations/_targets_operations.py
v-xuto/azure-sdk-for-python
9c6296d22094c5ede410bc83749e8df8694ccacc
[ "MIT" ]
1,916
2015-01-19T05:05:41.000Z
2022-03-31T19:36:44.000Z
# coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is regenerated. # -------------------------------------------------------------------------- from typing import Any, AsyncIterable, Callable, Dict, Generic, Optional, TypeVar import warnings from azure.core.async_paging import AsyncItemPaged, AsyncList from azure.core.exceptions import ClientAuthenticationError, HttpResponseError, ResourceExistsError, ResourceNotFoundError, map_error from azure.core.pipeline import PipelineResponse from azure.core.pipeline.transport import AsyncHttpResponse, HttpRequest from azure.mgmt.core.exceptions import ARMErrorFormat from ... import models as _models T = TypeVar('T') ClsType = Optional[Callable[[PipelineResponse[HttpRequest, AsyncHttpResponse], T, Dict[str, Any]], Any]] class TargetsOperations: """TargetsOperations async operations. You should not instantiate this class directly. Instead, you should create a Client instance that instantiates it for you and attaches it as an attribute. :ivar models: Alias to model classes used in this operation group. :type models: ~chaos_management_client.models :param client: Client for service requests. :param config: Configuration of service client. :param serializer: An object model serializer. :param deserializer: An object model deserializer. """ models = _models def __init__(self, client, config, serializer, deserializer) -> None: self._client = client self._serialize = serializer self._deserialize = deserializer self._config = config def list( self, resource_group_name: str, parent_provider_namespace: str, parent_resource_type: str, parent_resource_name: str, continuation_token_parameter: Optional[str] = None, **kwargs: Any ) -> AsyncIterable["_models.TargetListResult"]: """Get a list of Target resources that extend a tracked regional resource. :param resource_group_name: String that represents an Azure resource group. :type resource_group_name: str :param parent_provider_namespace: String that represents a resource provider namespace. :type parent_provider_namespace: str :param parent_resource_type: String that represents a resource type. :type parent_resource_type: str :param parent_resource_name: String that represents a resource name. :type parent_resource_name: str :param continuation_token_parameter: String that sets the continuation token. :type continuation_token_parameter: str :keyword callable cls: A custom type or function that will be passed the direct response :return: An iterator like instance of either TargetListResult or the result of cls(response) :rtype: ~azure.core.async_paging.AsyncItemPaged[~chaos_management_client.models.TargetListResult] :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType["_models.TargetListResult"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2021-09-15-preview" accept = "application/json" def prepare_request(next_link=None): # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') if not next_link: # Construct URL url = self.list.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str', pattern=r'^[a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12}$'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.\(\)]*[a-zA-Z0-9_\-\(\)]$'), 'parentProviderNamespace': self._serialize.url("parent_provider_namespace", parent_provider_namespace, 'str', pattern=r'^[a-zA-Z0-9]+\.[a-zA-Z0-9]+$'), 'parentResourceType': self._serialize.url("parent_resource_type", parent_resource_type, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), 'parentResourceName': self._serialize.url("parent_resource_name", parent_resource_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') if continuation_token_parameter is not None: query_parameters['continuationToken'] = self._serialize.query("continuation_token_parameter", continuation_token_parameter, 'str') request = self._client.get(url, query_parameters, header_parameters) else: url = next_link query_parameters = {} # type: Dict[str, Any] request = self._client.get(url, query_parameters, header_parameters) return request async def extract_data(pipeline_response): deserialized = self._deserialize('TargetListResult', pipeline_response) list_of_elem = deserialized.value if cls: list_of_elem = cls(list_of_elem) return deserialized.next_link or None, AsyncList(list_of_elem) async def get_next(next_link=None): request = prepare_request(next_link) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200]: error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) map_error(status_code=response.status_code, response=response, error_map=error_map) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) return pipeline_response return AsyncItemPaged( get_next, extract_data ) list.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{parentProviderNamespace}/{parentResourceType}/{parentResourceName}/providers/Microsoft.Chaos/targets'} # type: ignore async def get( self, resource_group_name: str, parent_provider_namespace: str, parent_resource_type: str, parent_resource_name: str, target_name: str, **kwargs: Any ) -> "_models.Target": """Get a Target resource that extends a tracked regional resource. :param resource_group_name: String that represents an Azure resource group. :type resource_group_name: str :param parent_provider_namespace: String that represents a resource provider namespace. :type parent_provider_namespace: str :param parent_resource_type: String that represents a resource type. :type parent_resource_type: str :param parent_resource_name: String that represents a resource name. :type parent_resource_name: str :param target_name: String that represents a Target resource name. :type target_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: Target, or the result of cls(response) :rtype: ~chaos_management_client.models.Target :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType["_models.Target"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2021-09-15-preview" accept = "application/json" # Construct URL url = self.get.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str', pattern=r'^[a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12}$'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.\(\)]*[a-zA-Z0-9_\-\(\)]$'), 'parentProviderNamespace': self._serialize.url("parent_provider_namespace", parent_provider_namespace, 'str', pattern=r'^[a-zA-Z0-9]+\.[a-zA-Z0-9]+$'), 'parentResourceType': self._serialize.url("parent_resource_type", parent_resource_type, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), 'parentResourceName': self._serialize.url("parent_resource_name", parent_resource_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), 'targetName': self._serialize.url("target_name", target_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') request = self._client.get(url, query_parameters, header_parameters) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200]: map_error(status_code=response.status_code, response=response, error_map=error_map) error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) deserialized = self._deserialize('Target', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized get.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{parentProviderNamespace}/{parentResourceType}/{parentResourceName}/providers/Microsoft.Chaos/targets/{targetName}'} # type: ignore async def delete( self, resource_group_name: str, parent_provider_namespace: str, parent_resource_type: str, parent_resource_name: str, target_name: str, **kwargs: Any ) -> None: """Delete a Target resource that extends a tracked regional resource. :param resource_group_name: String that represents an Azure resource group. :type resource_group_name: str :param parent_provider_namespace: String that represents a resource provider namespace. :type parent_provider_namespace: str :param parent_resource_type: String that represents a resource type. :type parent_resource_type: str :param parent_resource_name: String that represents a resource name. :type parent_resource_name: str :param target_name: String that represents a Target resource name. :type target_name: str :keyword callable cls: A custom type or function that will be passed the direct response :return: None, or the result of cls(response) :rtype: None :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType[None] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2021-09-15-preview" accept = "application/json" # Construct URL url = self.delete.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str', pattern=r'^[a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12}$'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.\(\)]*[a-zA-Z0-9_\-\(\)]$'), 'parentProviderNamespace': self._serialize.url("parent_provider_namespace", parent_provider_namespace, 'str', pattern=r'^[a-zA-Z0-9]+\.[a-zA-Z0-9]+$'), 'parentResourceType': self._serialize.url("parent_resource_type", parent_resource_type, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), 'parentResourceName': self._serialize.url("parent_resource_name", parent_resource_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), 'targetName': self._serialize.url("target_name", target_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') request = self._client.delete(url, query_parameters, header_parameters) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200, 204]: map_error(status_code=response.status_code, response=response, error_map=error_map) error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) if cls: return cls(pipeline_response, None, {}) delete.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{parentProviderNamespace}/{parentResourceType}/{parentResourceName}/providers/Microsoft.Chaos/targets/{targetName}'} # type: ignore async def create_or_update( self, resource_group_name: str, parent_provider_namespace: str, parent_resource_type: str, parent_resource_name: str, target_name: str, target: "_models.Target", **kwargs: Any ) -> "_models.Target": """Create or update a Target resource that extends a tracked regional resource. :param resource_group_name: String that represents an Azure resource group. :type resource_group_name: str :param parent_provider_namespace: String that represents a resource provider namespace. :type parent_provider_namespace: str :param parent_resource_type: String that represents a resource type. :type parent_resource_type: str :param parent_resource_name: String that represents a resource name. :type parent_resource_name: str :param target_name: String that represents a Target resource name. :type target_name: str :param target: Target resource to be created or updated. :type target: ~chaos_management_client.models.Target :keyword callable cls: A custom type or function that will be passed the direct response :return: Target, or the result of cls(response) :rtype: ~chaos_management_client.models.Target :raises: ~azure.core.exceptions.HttpResponseError """ cls = kwargs.pop('cls', None) # type: ClsType["_models.Target"] error_map = { 401: ClientAuthenticationError, 404: ResourceNotFoundError, 409: ResourceExistsError } error_map.update(kwargs.pop('error_map', {})) api_version = "2021-09-15-preview" content_type = kwargs.pop("content_type", "application/json") accept = "application/json" # Construct URL url = self.create_or_update.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str', pattern=r'^[a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12}$'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.\(\)]*[a-zA-Z0-9_\-\(\)]$'), 'parentProviderNamespace': self._serialize.url("parent_provider_namespace", parent_provider_namespace, 'str', pattern=r'^[a-zA-Z0-9]+\.[a-zA-Z0-9]+$'), 'parentResourceType': self._serialize.url("parent_resource_type", parent_resource_type, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), 'parentResourceName': self._serialize.url("parent_resource_name", parent_resource_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), 'targetName': self._serialize.url("target_name", target_name, 'str', pattern=r'^[a-zA-Z0-9_\-\.]+$'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Content-Type'] = self._serialize.header("content_type", content_type, 'str') header_parameters['Accept'] = self._serialize.header("accept", accept, 'str') body_content_kwargs = {} # type: Dict[str, Any] body_content = self._serialize.body(target, 'Target') body_content_kwargs['content'] = body_content request = self._client.put(url, query_parameters, header_parameters, **body_content_kwargs) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200]: map_error(status_code=response.status_code, response=response, error_map=error_map) error = self._deserialize.failsafe_deserialize(_models.ErrorResponse, response) raise HttpResponseError(response=response, model=error, error_format=ARMErrorFormat) deserialized = self._deserialize('Target', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized create_or_update.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{parentProviderNamespace}/{parentResourceType}/{parentResourceName}/providers/Microsoft.Chaos/targets/{targetName}'} # type: ignore
55.538682
250
0.670588
8eacf3514ad762e80438a0df296904a2aba65dfa
1,403
py
Python
count_hands.py
zimolzak/poker-experiments
796942993d08810464b10cee09a3df26aec309f0
[ "MIT" ]
2
2017-09-10T11:04:56.000Z
2021-08-05T17:57:42.000Z
count_hands.py
zimolzak/poker-experiments
796942993d08810464b10cee09a3df26aec309f0
[ "MIT" ]
5
2016-11-06T14:08:15.000Z
2016-11-07T13:33:31.000Z
count_hands.py
zimolzak/poker-experiments
796942993d08810464b10cee09a3df26aec309f0
[ "MIT" ]
null
null
null
from pokermodules.convenience_hole import HR, deck_choose_2, numbers_of_hole_cards, numbers_of_hole_cards_random standard_order = [] # Becomes list of strings ['AA', 'KK', 'QQ', ... 'AKs', ...] ranks = 'AKQJT98765432' for c in ranks: standard_order += [c+c] #pairs for a in ranks: for b in ranks: if ranks.index(a) >= ranks.index(b): continue standard_order += [a+b+'s'] #suited for a in ranks: for b in ranks: if ranks.index(a) >= ranks.index(b): continue standard_order += [a+b] #off suit print "According to theory\n========" [Table, cells] = numbers_of_hole_cards() for s in standard_order: print s, Table[s], '\t', print print print sum(Table.values()) print print print "According to table 'HR'\n========" HR_tot = sum([row['n'] for row in HR]) float_tot = 0 for s in standard_order: for row in HR: if row['h'] == s: n_hands = float(row['n']) / HR_tot * deck_choose_2 float_tot += n_hands print s, round(n_hands, 2), ' ', print print print float_tot print print print "According to random\n========" T2 = numbers_of_hole_cards_random(100000) # or try 115591080! T2_tot = sum(T2.values()) float_tot = 0 for s in standard_order: n_hands = float(T2[s]) / T2_tot * deck_choose_2 float_tot += n_hands print s, round(n_hands, 1), '\t', print print print float_tot
25.981481
112
0.632217
6f220b963f71213fb2ee5ed435a97c96abf836b1
4,025
py
Python
misc/libs/helper.py
matt-biss/forensics-evidence
3484498eb2ca17e72cbfdad0178a837e92ec96b9
[ "MIT" ]
null
null
null
misc/libs/helper.py
matt-biss/forensics-evidence
3484498eb2ca17e72cbfdad0178a837e92ec96b9
[ "MIT" ]
null
null
null
misc/libs/helper.py
matt-biss/forensics-evidence
3484498eb2ca17e72cbfdad0178a837e92ec96b9
[ "MIT" ]
null
null
null
import os import difflib import configparser def get_win_machine_name(): """ Checks for misc/names.cfg and returns the value of win_machine_name if existing :return: value of win_machine_name in names.cfg """ if os.path.exists('misc/names.cfg'): config_path = 'misc/names.cfg' elif os.path.exists('names.cfg'): config_path = 'names.cfg' config = configparser.ConfigParser() config.read(config_path) return config.get('names', 'win_machine_name', fallback='win7-x86') def get_linux_machine_name(): """ Checks for misc/names.cfg and returns the value of linux_machine_name if existing :return: Value of linux_machine_name in names.cfg """ if os.path.exists('misc/names.cfg'): config_path = 'misc/names.cfg' elif os.path.exists('names.cfg'): config_path = 'names.cfg' config = configparser.ConfigParser() config.read(config_path) return config.get('names', 'linux_machine_name', fallback='ST_fiwalk') def get_path_to_shared_folder(): """ Checks for misc/names.cfg and returns the value of path_to_shared_folder if existing :return: Path to shared folder of names.cfg """ if os.path.exists('misc/names.cfg'): config_path = 'misc/names.cfg' elif os.path.exists('names.cfg'): config_path = 'names.cfg' config = configparser.ConfigParser() config.read(config_path) path_to_shared_folder = config.get('path', 'path_to_shared_folder', fallback='') # if not path_to_shared_folder[-1] == '/': # path_to_shared_folder += '/' return path_to_shared_folder def set_config_value(section, key, value): config = configparser.ConfigParser() config.read('misc/names.cfg') if not config.has_section(section): config.add_section(section) config[section][key] = value with open('misc/names.cfg', 'w') as config_file: config.write(config_file) def get_config_value(section, key): config = configparser.ConfigParser() config.read('misc/names.cfg') if config.has_section(section): if config.has_option(key): return config.get(section, key) return None def compare_two_files(file1, file2, separator=None, columns=1): """ Compares to files with number of given columns seperated by seperator and returns the unique lines of file 1 :param file1: File thats unique lines are searched :param file2: File thats lines will be compared to File 1 :param separator: Character that separates columns in both files :param columns: Number of columns if not the whole line should be in comparison :return: List of unique lines in File 1 """ list1 = [] list2 = [] with open(file1, 'r') as f1: lines = f1.readlines() if not separator: list1 = lines else: # jetzt wird die Zeile auf die gewünschte Anzahl an Spalten gekürzt for line in lines: line_members = line.split(separator) cut_line = str(line_members[0]).strip() for i in range(1, columns): cut_line = cut_line + '\t' + str(line_members[i]).strip() list1.append(cut_line) with open(file2, 'r') as f2: lines = f2.readlines() if not separator: list2 = lines else: for line in lines: line_members = line.split(separator) cut_line = str(line_members[0]) for i in range(1, columns): cut_line = cut_line + '\t' + str(line_members[i]) list2.append(cut_line) # Vergleichsfunktion aus difflib diff = difflib.Differ() result = list(diff.compare(list1, list2)) return_list = [] for entry in result: # - am Beginn der Zeile bedeutet, dass dieser Eintrag nur in list1 vorkommt, genau die wollen wir hier haben if entry[0] == '-': return_list.append(entry[2:]) return return_list
34.401709
116
0.640248
0ceeeb13a5044bcf00f9b9bf5b3128a95bc4ddc0
1,320
py
Python
gym_miniworld/envs/__init__.py
ptigas/tmaze
e0f4cb7e2f9d52663256ae95c1e9bbc41793de27
[ "Apache-2.0" ]
1
2021-06-17T14:05:35.000Z
2021-06-17T14:05:35.000Z
gym_miniworld/envs/__init__.py
ptigas/tmaze
e0f4cb7e2f9d52663256ae95c1e9bbc41793de27
[ "Apache-2.0" ]
null
null
null
gym_miniworld/envs/__init__.py
ptigas/tmaze
e0f4cb7e2f9d52663256ae95c1e9bbc41793de27
[ "Apache-2.0" ]
null
null
null
import inspect import gym from .remotebot import * from .hallway import * from .oneroom import * from .roomobjs import * from .pickupobjs import * from .tmaze import * from .tmazecue import * from .treasurescue import * from .ymaze import * from .maze import * from .fourrooms import * from .threerooms import * from .wallgap import * from .sidewalk import * from .putnext import * from .collecthealth import * from .simtorealgoto import * from .simtorealpush import * from .preferences import * # Registered environment ids env_ids = [] def register_envs(): module_name = __name__ global_vars = globals() # Iterate through global names for global_name in sorted(list(global_vars.keys())): env_class = global_vars[global_name] if not inspect.isclass(env_class): continue if not issubclass(env_class, gym.core.Env): continue if env_class is MiniWorldEnv: continue # Register the environment with OpenAI Gym gym_id = 'MiniWorld-%s-v0' % (global_name) entry_point = '%s:%s' % (module_name, global_name) gym.envs.registration.register( id=gym_id, entry_point=entry_point, ) env_ids.append(gym_id) #print('Registered env:', gym_id) register_envs()
22.372881
58
0.668182
73c3da09fa9f711e2ea152fc367d6c12fc9f1db2
1,086
py
Python
test.py
zeevneumeier/abafilter
0e82ba2a16d13ac7f5db00e01e69877c915014cc
[ "MIT" ]
null
null
null
test.py
zeevneumeier/abafilter
0e82ba2a16d13ac7f5db00e01e69877c915014cc
[ "MIT" ]
null
null
null
test.py
zeevneumeier/abafilter
0e82ba2a16d13ac7f5db00e01e69877c915014cc
[ "MIT" ]
null
null
null
import os import sys import syslog from gtts import gTTS from io import BytesIO import pygame import hashlib import pydub def playNag(message): print("nagger.playNag(%s)" % message) filename = "/tmp/abafilter_nag_%s.wav" % hashlib.md5(message.encode('utf-8')).hexdigest() if not os.path.exists(filename): print (filename, "not found. Generating") myobj = gTTS(text=message, lang='en', slow=False) myobj.save("/tmp/abafilter_nag_temp.mp3") sound = pydub.AudioSegment.from_mp3("/tmp/abafilter_nag_temp.mp3") sound.export(filename, format="wav") pygame.mixer.init(24000, -16, 1, 2048) clock = pygame.time.Clock() try: pygame.mixer.music.load(filename) except pygame.error: print("nagger.playNag(%s) ERROR" % message, pygame.get_error()) return pygame.mixer.music.play() while pygame.mixer.music.get_busy(): # check if playback has finished clock.tick(30) print("nagger.playNag(%s) done" % message) playNag("this is a test")
24.681818
93
0.641805
91d5ddea07639beeae08c2b432aa36d3577d722b
5,741
py
Python
tests/S3Middleware/test_s3_middleware.py
bcsummers/falcon-provider-storage
8c5847dd1b1ad80cb9baaa9d045a1eb6210cafcc
[ "Apache-2.0" ]
null
null
null
tests/S3Middleware/test_s3_middleware.py
bcsummers/falcon-provider-storage
8c5847dd1b1ad80cb9baaa9d045a1eb6210cafcc
[ "Apache-2.0" ]
null
null
null
tests/S3Middleware/test_s3_middleware.py
bcsummers/falcon-provider-storage
8c5847dd1b1ad80cb9baaa9d045a1eb6210cafcc
[ "Apache-2.0" ]
null
null
null
# -*- coding: utf-8 -*- """Test hooks feature of falcon_provider_memcache module.""" # standard library import binascii import io import json import os from typing import Tuple from uuid import uuid4 # third-party import botocore from falcon.testing import Result def create_multipart_formdata(fields: list) -> Tuple[str, dict]: """Create form data. Args: fields: The list of fields to create. Returns: tuple: The request body and headers """ random: str = binascii.hexlify(os.urandom(16)).decode('ascii') boundary = f'----WebKitFormBoundary{random}' body = [] for field, value in fields.items(): body.append(f'--{boundary}\r\n') if isinstance(value, dict): filename: str = value.get('filename') value: str = value.get('content') body.append( f'Content-Disposition: form-data; name="{field}"; filename="{filename}"\r\n\r\n' ) # body.append(f'Content-Type: text/plain\r\n\r\n') else: body.append(f'Content-Disposition: form-data; name="{field}"\r\n\r\n') # add value body.append(f'{value}\r\n') body.append(f'--{boundary}--\r\n') body = ''.join(body) headers = { 'content-type': f'multipart/form-data; boundary={boundary}', # 'content-length': str(len(body)), } return body, headers def test_s3_file_delete( client_s3_storage_1: object, s3_client: object, s3_resource: object, s3_bucket: str ) -> None: """Testing DELETE resource Args: client_s3_storage_1 (fixture): The test client. s3_client (fixture): A S3 client object. s3_resource (fixture): A S3 resource object. s3_bucket (fixture): The s3 bucket name. """ key = f'{uuid4()}' contents: object = io.BytesIO(key.encode()) # create file in storage to read contents.seek(0) s3_client.upload_fileobj( contents, s3_bucket, f'{key}.txt', ExtraArgs={'ContentType': 'text/plain'} ) params = {'filename': f'{key}.txt'} response: Result = client_s3_storage_1.simulate_delete('/middleware', params=params) assert response.status_code == 204 try: s3_resource.Object(s3_bucket, f'{key}.txt').load() assert False, 'File was not deleted' except botocore.exceptions.ClientError: assert True def test_s3_file_delete_404(client_s3_storage_1: object) -> None: """Testing DELETE resource Args: client_s3_storage_1 (fixture): The test client. """ key = f'{uuid4()}' params = {'filename': f'{key}.txt'} response: Result = client_s3_storage_1.simulate_delete('/middleware', params=params) assert response.status_code == 404 def test_s3_file_exists( client_s3_storage_1: object, s3_client: object, s3_resource: object, s3_bucket: str ) -> None: """Testing GET resource Args: client_s3_storage_1 (fixture): The test client. s3_client (fixture): A S3 client object. s3_resource (fixture): A S3 resource object. s3_bucket (fixture): The s3 bucket name. """ key = f'{uuid4()}' contents = io.BytesIO(key.encode()) # create file in storage to read contents.seek(0) s3_client.upload_fileobj( contents, s3_bucket, f'{key}.txt', ExtraArgs={'ContentType': 'text/plain'} ) params = {'filename': f'{key}.txt'} response: Result = client_s3_storage_1.simulate_get('/middleware', params=params) assert response.status_code == 200 assert response.text == key s3_resource.Object(s3_bucket, f'{key}.txt').delete() def test_s3_does_not_exists(client_s3_storage_1: object) -> None: """Testing GET resource Args: client_s3_storage_1 (fixture): The test client. """ params = {'filename': 'non-existent-file.txt'} response: Result = client_s3_storage_1.simulate_get('/middleware', params=params) assert response.status_code == 500 response_data = json.loads(response.text) assert response_data.get('title') == 'Internal Server Error' def test_s3_file_upload( client_s3_storage_1: object, s3_client: object, s3_resource: object, s3_bucket: str ) -> None: """Testing POST resource Args: client_s3_storage_1 (fixture): The test client. s3_client (fixture): A S3 client object. s3_resource (fixture): A S3 resource object. s3_bucket (fixture): The s3 bucket name. """ file_key = f'{uuid4()}' # fields fields = {'file': {'filename': f'{file_key}.txt', 'content': file_key}} fields.update({'key': file_key}) # multi-part data data, headers = create_multipart_formdata(fields) response: Result = client_s3_storage_1.simulate_post('/middleware', body=data, headers=headers) assert response.status_code == 200 assert response.text == f'{file_key}.txt' assert ( s3_client.get_object(Bucket=s3_bucket, Key=f'{file_key}.txt').get('Body').read().decode() == file_key ) s3_resource.Object(s3_bucket, f'{file_key}.txt').delete() def test_s3_file_upload_fail(client_s3_storage_2: object) -> None: """Testing POST resource Args: client_s3_storage_2 (fixture): The test client. """ file_key = f'{uuid4()}' # fields fields = {'file': {'filename': f'sub1/{file_key}.txt', 'content': file_key}} fields.update({'key': file_key}) # multi-part data data, headers = create_multipart_formdata(fields) response: Result = client_s3_storage_2.simulate_post('/middleware', body=data, headers=headers) assert response.status_code == 500 response_data = json.loads(response.text) assert response_data.get('title') == 'Internal Server Error'
30.700535
99
0.652325
577dce42741d6e0c9855aceae68f7bc923619470
1,826
py
Python
vis_dropout.py
RealMarco/GRConvNetCode
6a2f4115c53e5c794d5a7ae23f1ec24cc58870af
[ "BSD-3-Clause" ]
null
null
null
vis_dropout.py
RealMarco/GRConvNetCode
6a2f4115c53e5c794d5a7ae23f1ec24cc58870af
[ "BSD-3-Clause" ]
null
null
null
vis_dropout.py
RealMarco/GRConvNetCode
6a2f4115c53e5c794d5a7ae23f1ec24cc58870af
[ "BSD-3-Clause" ]
null
null
null
import pandas as pd import matplotlib.pyplot as plt from matplotlib.font_manager import FontProperties from io import StringIO plt.figure(1) #font = FontProperties(fname=r'C:\Windows\Fonts\simhei.ttf') #plt.plot([0,29],[0.90,0.90],color='k',linestyle='--',linewidth=0.4) #plt.plot([0,29],[0.80,0.80],color='k',linestyle='--',linewidth=0.4) net0 = pd.read_csv(r'F:\OD and GD Based on DL\Results Samples\run-1st_OW_no_dropout_smooth0-tag-loss_IOU.csv', usecols=['Step', 'Value']) plt.plot(net0.Step, net0.Value, lw=1.5, label='Without Dropout', color='pink',linestyle='--') net1 = pd.read_csv(r'F:\OD and GD Based on DL\Results Samples\run-1st_OW_original_smooth0-tag-loss_IOU.csv', usecols=['Step', 'Value']) plt.plot(net1.Step, net1.Value, lw=1.5, label='With Dropout', color='red') title1= '1st Test Accuracy - Dropout - OW' plt.title(title1) plt.legend(loc='lower right') plt.xlim((0,43)) plt.xlabel('Number of Epochs') #fontproperties=font plt.ylabel('Test Accuracy') plt.savefig(r'F:\OD and GD Based on DL\Results Samples\%s.svg' % (title1)) plt.show() #----------- plt.figure(2) net2 = pd.read_csv(r"F:\OD and GD Based on DL\Results Samples\run-1st_OW_no_dropout_smooth0-tag-loss_train_loss.csv", usecols=['Step', 'Value']) plt.plot(net2.Step, net2.Value, lw=1.5, label='Without Dropout', color='cyan',linestyle='--') net3 = pd.read_csv(r"F:\OD and GD Based on DL\Results Samples\run-1st_OW_original_smooth0-tag-loss_train_loss.csv", usecols=['Step', 'Value']) plt.plot(net3.Step, net3.Value, lw=1.5, label='With Dropout', color='blue') title1= '1st Training Loss - Dropout- OW' plt.title(title1) plt.legend(loc='upper right') plt.xlim((0,43)) plt.xlabel('Number of Epochs') #fontproperties=font plt.ylabel('Training Loss') plt.savefig(r'F:\OD and GD Based on DL\Results Samples\%s.svg' % (title1)) plt.show()
39.695652
144
0.719606
f5982797bd0944c0683a1dbe8afa5e09370d0191
771
py
Python
src/py/util/primerator.py
cgnik/euler
fe70459a0e0d0272980300a4782872f2e545fea5
[ "MIT" ]
null
null
null
src/py/util/primerator.py
cgnik/euler
fe70459a0e0d0272980300a4782872f2e545fea5
[ "MIT" ]
null
null
null
src/py/util/primerator.py
cgnik/euler
fe70459a0e0d0272980300a4782872f2e545fea5
[ "MIT" ]
null
null
null
from multiprocessing import Pool from util.factoring import is_prime_quick class Primerator: def __init__(self, limit): self.limit = limit def _candidate_generator_(self): for x in range(3, self.limit, 2): yield x def _one_thread_(self, candidate): if candidate % 100000 == 1: print('.', end='', flush=True) return candidate, is_prime_quick(candidate) def _filter_primes_(self, candidates): return filter(lambda x: x[1], candidates) def primes(self, thread_count=8): p = Pool(thread_count) results = p.map(self._one_thread_, self._candidate_generator_()) answers = [2] answers.extend(map(lambda y: y[0], self._filter_primes_(results))) return answers
27.535714
74
0.651102
5e2ab2bc86bd1dab83ad3e0fda6473a3fe74fcd9
4,486
py
Python
tests/bootstrap_builders.py
priyankaanehra/regolith
393c8a88eb7657d1ae5ea017e2cd0b72ed981e8f
[ "CC0-1.0" ]
7
2018-07-20T19:19:23.000Z
2022-02-02T20:48:15.000Z
tests/bootstrap_builders.py
priyankaanehra/regolith
393c8a88eb7657d1ae5ea017e2cd0b72ed981e8f
[ "CC0-1.0" ]
822
2017-11-06T21:54:58.000Z
2022-03-31T12:25:41.000Z
tests/bootstrap_builders.py
priyankaanehra/regolith
393c8a88eb7657d1ae5ea017e2cd0b72ed981e8f
[ "CC0-1.0" ]
43
2018-01-05T20:35:21.000Z
2022-03-24T00:13:03.000Z
import json import os import shutil from xonsh.lib import subprocess import sys import tempfile from copy import deepcopy from regolith.broker import load_db from regolith.fsclient import dump_yaml from regolith.schemas import EXEMPLARS from regolith.main import main builder_map = [ "cv", "html", "resume", "publist", "current-pending", "preslist", "figure", "reimb", ] def prep_figure(): # Make latex file with some jinja2 in it text = r""" \include{ {{-get_file_path(db['groups']['ergs'], 'hello')-}}}""" with open("figure.tex", "w") as f: f.write(text) # make file to be loaded os.makedirs("fig", exist_ok=True) with open("fig/hello.txt", "w") as f: f.write("hello world") # load the db and register the file db = load_db() print(db.get_file_path(db["groups"]["ergs"], "hello")) if not db.get_file_path(db["groups"]["ergs"], "hello"): db.add_file(db["groups"]["ergs"], "hello", "fig/hello.txt") def rmtree(dirname): """Remove a directory, even if it has read-only files (Windows). Git creates read-only files that must be removed on teardown. See https://stackoverflow.com/questions/2656322 for more info. Parameters ---------- dirname : str Directory to be removed """ try: shutil.rmtree(dirname) except PermissionError: if sys.platform == "win32": subprocess.check_call(["del", "/F/S/Q", dirname], shell=True) else: raise def make_db(): """A test fixutre that creates and destroys a git repo in a temporary directory. This will yield the path to the repo. """ cwd = os.getcwd() name = "regolith_fake" repo = os.path.join(tempfile.gettempdir(), name) if os.path.exists(repo): rmtree(repo) subprocess.run(["git", "init", repo]) os.chdir(repo) with open("README", "w") as f: f.write("testing " + name) with open("regolithrc.json", "w") as f: json.dump( { "groupname": "ERGS", "databases": [ { "name": "test", "url": repo, "public": True, "path": "db", "local": True, } ], "stores": [ { "name": "store", "url": repo, "path": repo, "public": True, } ], "force": False, }, f, ) os.mkdir("db") # Write collection docs for coll, example in deepcopy(EXEMPLARS).items(): if isinstance(example, list): d = {dd["_id"]: dd for dd in example} else: d = {example["_id"]: example} dump_yaml("db/{}.yaml".format(coll), d) subprocess.run(["git", "add", "."]) subprocess.run(["git", "commit", "-am", "Initial readme"]) yield repo os.chdir(cwd) rmtree(repo) expected_base = os.path.join(os.path.abspath(os.path.dirname(__file__)), "outputs") def bootstrap_builders(): g = make_db() repo = next(g) os.chdir(repo) for bm in builder_map: if bm == "html": os.makedirs("templates/static") if bm == "figure": prep_figure() main(["build", bm, "--no-pdf"]) os.chdir(os.path.join(repo, "_build", bm)) os.makedirs(expected_base, exist_ok=True) for root, dirs, files in os.walk("."): for file in files: # Use this for bootstrapping the tests, # confirm by hand that files look correct if root == ".": os.makedirs(os.path.join(expected_base, bm), exist_ok=True) shutil.copyfile( os.path.join(file), os.path.join(expected_base, bm, file), ) else: os.makedirs( os.path.join(expected_base, bm, root), exist_ok=True ) shutil.copyfile( os.path.join(root, file), os.path.join(expected_base, bm, root, file), ) os.chdir(repo) next(g) if __name__ == "__main__": bootstrap_builders()
28.75641
83
0.50379
8c3bde5c77419950de0e1e7f3907a5ea1df9044a
2,236
py
Python
archigan/pipeline.py
ctogle/archigan
5ba10e2fdfd612606c479aaf5b517799d41967b0
[ "MIT" ]
23
2020-09-07T03:27:36.000Z
2022-03-27T19:21:19.000Z
archigan/pipeline.py
ctogle/archigan
5ba10e2fdfd612606c479aaf5b517799d41967b0
[ "MIT" ]
null
null
null
archigan/pipeline.py
ctogle/archigan
5ba10e2fdfd612606c479aaf5b517799d41967b0
[ "MIT" ]
4
2021-05-11T04:17:52.000Z
2022-03-27T19:21:21.000Z
import os import cv2 import numpy as np from tqdm import tqdm #import argparse #from multiprocessing import Pool class ArchiPipeline: """ Args: layers (list): stages (list): """ def __init__(self, layers, stages): self.layers = layers self.stages = stages @staticmethod def combineAB(path_A, path_B, path_AB): """Combine images at `path_A` and `path_B` into new image at `path_AB` from: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/blob/master/datasets/combine_A_and_B.py#L8 """ im_A = cv2.imread(path_A, 1) im_B = cv2.imread(path_B, 1) im_AB = np.concatenate([im_A, im_B], 1) cv2.imwrite(path_AB, im_AB) @staticmethod def splits(N, val=0.05, test=0.05, train=0.9): """Create list of list of indices for splitting data""" index = np.random.permutation(N) piles = [[], [], []] thresholds = [int(x * N) for x in (val, test, train)] pile = 0 for j in index: piles[pile].append(j) if len(piles[pile]) > thresholds[pile]: pile += 1 return piles def setup_training(self, directory): """Prepare combined images and splits for training""" for u, v in self.stages: x, y = self.layers[u], self.layers[v] z = '__'.join((os.path.basename(x), os.path.basename(y))) z = os.path.join(directory, z) os.makedirs(z, exist_ok=True) fs = os.listdir(x) splits = self.splits(len(fs)) splitnames = ('val', 'test', 'train') with tqdm(total=len(fs)) as pbar: for split, splitname in zip(splits, splitnames): split = [fs[j] for j in split] os.makedirs(os.path.join(z, splitname), exist_ok=True) pbar.set_description(f'{len(split)} samples in {splitname}') for f in split: g = os.path.join(x, f) h = os.path.join(y, f) l = os.path.join(z, splitname, f) self.combineAB(g, h, l) pbar.update(1)
33.878788
116
0.531753
d8fb66aa6f1f306c776aa5528dc65a57f7fde134
8,087
py
Python
test/functional/test_framework/authproxy.py
orobio/gulden-official
a329faf163b15eabc7ff1d9f07ea87f66df8d27d
[ "MIT" ]
158
2016-01-08T10:38:37.000Z
2022-02-01T06:28:05.000Z
test/functional/test_framework/authproxy.py
orobio/gulden-official
a329faf163b15eabc7ff1d9f07ea87f66df8d27d
[ "MIT" ]
196
2015-11-19T10:59:24.000Z
2021-10-07T14:52:13.000Z
test/functional/test_framework/authproxy.py
orobio/gulden-official
a329faf163b15eabc7ff1d9f07ea87f66df8d27d
[ "MIT" ]
71
2016-06-25T23:29:04.000Z
2022-03-14T10:57:19.000Z
# Copyright (c) 2011 Jeff Garzik # # Previous copyright, from python-jsonrpc/jsonrpc/proxy.py: # # Copyright (c) 2007 Jan-Klaas Kollhof # # This file is part of jsonrpc. # # jsonrpc is free software; you can redistribute it and/or modify # it under the terms of the GNU Lesser General Public License as published by # the Free Software Foundation; either version 2.1 of the License, or # (at your option) any later version. # # This software is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public License # along with this software; if not, write to the Free Software # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA """HTTP proxy for opening RPC connection to GuldenD. AuthServiceProxy has the following improvements over python-jsonrpc's ServiceProxy class: - HTTP connections persist for the life of the AuthServiceProxy object (if server supports HTTP/1.1) - sends protocol 'version', per JSON-RPC 1.1 - sends proper, incrementing 'id' - sends Basic HTTP authentication headers - parses all JSON numbers that look like floats as Decimal - uses standard Python json lib """ import base64 import decimal import http.client import json import logging import os import socket import time import urllib.parse HTTP_TIMEOUT = 30 USER_AGENT = "AuthServiceProxy/0.1" log = logging.getLogger("GuldenRPC") class JSONRPCException(Exception): def __init__(self, rpc_error): try: errmsg = '%(message)s (%(code)i)' % rpc_error except (KeyError, TypeError): errmsg = '' super().__init__(errmsg) self.error = rpc_error def EncodeDecimal(o): if isinstance(o, decimal.Decimal): return str(o) raise TypeError(repr(o) + " is not JSON serializable") class AuthServiceProxy(): __id_count = 0 # ensure_ascii: escape unicode as \uXXXX, passed to json.dumps def __init__(self, service_url, service_name=None, timeout=HTTP_TIMEOUT, connection=None, ensure_ascii=True): self.__service_url = service_url self._service_name = service_name self.ensure_ascii = ensure_ascii # can be toggled on the fly by tests self.__url = urllib.parse.urlparse(service_url) user = None if self.__url.username is None else self.__url.username.encode('utf8') passwd = None if self.__url.password is None else self.__url.password.encode('utf8') authpair = user + b':' + passwd self.__auth_header = b'Basic ' + base64.b64encode(authpair) self.timeout = timeout self._set_conn(connection) def __getattr__(self, name): if name.startswith('__') and name.endswith('__'): # Python internal stuff raise AttributeError if self._service_name is not None: name = "%s.%s" % (self._service_name, name) return AuthServiceProxy(self.__service_url, name, connection=self.__conn) def _request(self, method, path, postdata): ''' Do a HTTP request, with retry if we get disconnected (e.g. due to a timeout). This is a workaround for https://bugs.python.org/issue3566 which is fixed in Python 3.5. ''' headers = {'Host': self.__url.hostname, 'User-Agent': USER_AGENT, 'Authorization': self.__auth_header, 'Content-type': 'application/json'} if os.name == 'nt': # Windows somehow does not like to re-use connections # TODO: Find out why the connection would disconnect occasionally and make it reusable on Windows self._set_conn() try: self.__conn.request(method, path, postdata, headers) return self._get_response() except http.client.BadStatusLine as e: if e.line == "''": # if connection was closed, try again self.__conn.close() self.__conn.request(method, path, postdata, headers) return self._get_response() else: raise except (BrokenPipeError, ConnectionResetError): # Python 3.5+ raises BrokenPipeError instead of BadStatusLine when the connection was reset # ConnectionResetError happens on FreeBSD with Python 3.4 self.__conn.close() self.__conn.request(method, path, postdata, headers) return self._get_response() def get_request(self, *args, **argsn): AuthServiceProxy.__id_count += 1 log.debug("-%s-> %s %s" % (AuthServiceProxy.__id_count, self._service_name, json.dumps(args, default=EncodeDecimal, ensure_ascii=self.ensure_ascii))) if args and argsn: raise ValueError('Cannot handle both named and positional arguments') return {'version': '1.1', 'method': self._service_name, 'params': args or argsn, 'id': AuthServiceProxy.__id_count} def __call__(self, *args, **argsn): postdata = json.dumps(self.get_request(*args, **argsn), default=EncodeDecimal, ensure_ascii=self.ensure_ascii) response = self._request('POST', self.__url.path, postdata.encode('utf-8')) if response['error'] is not None: raise JSONRPCException(response['error']) elif 'result' not in response: raise JSONRPCException({ 'code': -343, 'message': 'missing JSON-RPC result'}) else: return response['result'] def batch(self, rpc_call_list): postdata = json.dumps(list(rpc_call_list), default=EncodeDecimal, ensure_ascii=self.ensure_ascii) log.debug("--> " + postdata) return self._request('POST', self.__url.path, postdata.encode('utf-8')) def _get_response(self): req_start_time = time.time() try: http_response = self.__conn.getresponse() except socket.timeout: raise JSONRPCException({ 'code': -344, 'message': '%r RPC took longer than %f seconds. Consider ' 'using larger timeout for calls that take ' 'longer to return.' % (self._service_name, self.__conn.timeout)}) if http_response is None: raise JSONRPCException({ 'code': -342, 'message': 'missing HTTP response from server'}) content_type = http_response.getheader('Content-Type') if content_type != 'application/json': raise JSONRPCException({ 'code': -342, 'message': 'non-JSON HTTP response with \'%i %s\' from server' % (http_response.status, http_response.reason)}) responsedata = http_response.read().decode('utf8') response = json.loads(responsedata, parse_float=decimal.Decimal) elapsed = time.time() - req_start_time if "error" in response and response["error"] is None: log.debug("<-%s- [%.6f] %s" % (response["id"], elapsed, json.dumps(response["result"], default=EncodeDecimal, ensure_ascii=self.ensure_ascii))) else: log.debug("<-- [%.6f] %s" % (elapsed, responsedata)) return response def __truediv__(self, relative_uri): return AuthServiceProxy("{}/{}".format(self.__service_url, relative_uri), self._service_name, connection=self.__conn) def _set_conn(self, connection=None): port = 80 if self.__url.port is None else self.__url.port if connection: self.__conn = connection self.timeout = connection.timeout elif self.__url.scheme == 'https': self.__conn = http.client.HTTPSConnection(self.__url.hostname, port, timeout=self.timeout) else: self.__conn = http.client.HTTPConnection(self.__url.hostname, port, timeout=self.timeout)
42.78836
155
0.643626
caad8840197aff5b38baa9c6f4053c896eb12496
2,551
py
Python
sunpy/util/xml.py
drewleonard42/sunpy
79ca90a032213d82d42a3657a693b20b99b22464
[ "BSD-2-Clause" ]
null
null
null
sunpy/util/xml.py
drewleonard42/sunpy
79ca90a032213d82d42a3657a693b20b99b22464
[ "BSD-2-Clause" ]
null
null
null
sunpy/util/xml.py
drewleonard42/sunpy
79ca90a032213d82d42a3657a693b20b99b22464
[ "BSD-2-Clause" ]
null
null
null
"""XML helper functions""" from xml.dom.minidom import parseString #pylint: disable=E0611,F0401 __all__ = ['NotTextNodeError', 'xml_to_dict', 'node_to_dict', 'get_node_text'] # # Converting XML to a Dictionary # Author: Christoph Dietze # URL : http://code.activestate.com/recipes/116539/ # class NotTextNodeError(Exception): pass def xml_to_dict(xmlstring): """ Converts an XML string to a Python dictionary .. Warning:: This method does not support multiple inner nodes of the same name but with different values. It always takes the last value. Examples -------- :: <outer> <inner>one</inner> <inner>two</inner> </outer> gives you the dict:: {u'outer': {u'inner': u'two'}} """ return node_to_dict(parseString(xmlstring)) def node_to_dict(node): """ node_to_dict() scans through the children of node and makes a dictionary from the content. Three cases are differentiated: 1. If the node contains no other nodes, it is a text-node and {nodeName: text} is merged into the dictionary. 2. If the node has the attribute "method" set to "true", then it's children will be appended to a list and this list is merged to the dictionary in the form: {nodeName:list}. 3. Else, node_to_dict() will call itself recursively on the nodes children (merging {nodeName: node_to_dict()} to the dictionary). """ dic = {} for n in node.childNodes: if n.nodeType != n.ELEMENT_NODE: continue if n.getAttribute("multiple") == "true": # node with multiple children: put them in a list l = [] for c in n.childNodes: if c.nodeType != n.ELEMENT_NODE: continue l.append(node_to_dict(c)) dic.update({n.nodeName: l}) continue try: text = get_node_text(n) except NotTextNodeError: # 'normal' node dic.update({n.nodeName: node_to_dict(n)}) continue # text node dic.update({n.nodeName: text}) continue return dic def get_node_text(node): """ scans through all children of node and gathers the text. if node has non-text child-nodes, then NotTextNodeError is raised. """ t = "" for n in node.childNodes: if n.nodeType == n.TEXT_NODE: t += n.nodeValue else: raise NotTextNodeError return t
27.728261
79
0.600941
9d8bdf974e696fbc4878ee884088c40fbd62f932
6,978
py
Python
run_q_frozenlake.py
schuderer/bprl
e9820a7d0d8120776f4feac9776c66f205713075
[ "MIT" ]
2
2019-06-19T09:50:43.000Z
2019-08-04T22:07:32.000Z
run_q_frozenlake.py
schuderer/bprl
e9820a7d0d8120776f4feac9776c66f205713075
[ "MIT" ]
11
2019-06-21T08:33:35.000Z
2022-03-12T01:01:53.000Z
run_q_frozenlake.py
schuderer/bprl
e9820a7d0d8120776f4feac9776c66f205713075
[ "MIT" ]
null
null
null
# Test code (simple q learner (discretized state & action space)): #from envs.pension_env import PensionEnv import gym import random import numpy as np # todo: same as just log2-transforming, then splitting and exp2-ing?? Then maybe can handle bi-directional (0-centered) exp-splits... def createExpSplits(high, bins, inverse): result = [] range = high currBin = bins - 1 currBorder = range / 2.0 while currBin > 0: if (inverse): result.append(currBorder) else: result.insert(0, currBorder) currBin -= 1 currBorder = currBorder / 2.0 return result def createExpGrid(highs, bins, inverse=False): return np.array([createExpSplits(h, b, inverse) for h,b in zip(highs,bins)]) testGrid = createExpGrid([256, 1024], np.repeat([8],2)) print("testGrid:") print(testGrid) def discretize(vals, grid): # from https://github.com/udacity/deep-reinforcement-learning/blob/master/discretization/Discretization_Solution.ipynb return list(int(np.digitize(s, g)) for s, g in zip(vals, grid)) def undiscretize(indices, grid): #print("indices",indices,"grid",grid) #for i, g in zip(indices, grid): # print("bla",i,g,"blu") return list(g[int(i)] for i, g in zip(indices, grid)) print(discretize([40, 12], testGrid)) print("end of test") #env = PensionEnv() env = gym.make('FrozenLake-v0') state_grid = None statesDisc = None print("State space", env.observation_space) if type(env.observation_space) is gym.spaces.box.Box: discreteStates = False print("- low:", env.observation_space.low) print("- high:", env.observation_space.high) state_bins = np.repeat([10],len(env.observation_space.low)) state_grid = np.hstack(( -createExpGrid(abs(env.observation_space.low), state_bins, inverse=True), createExpGrid(env.observation_space.high, state_bins))) print("state_grid",state_grid) statesDisc = gym.spaces.discrete.Discrete(len(state_grid[0])) # todo: check for missing dims elif type(env.observation_space) is gym.spaces.discrete.Discrete: discreteStates = True statesDisc = env.observation_space else: raise NotImplementedError("Can only work with Discrete or Box type state spaces.") action_grid = None actionsDisc = None print("Action space:", env.action_space) if type(env.action_space) is gym.spaces.box.Box: discreteActions = False print("Action space - low:", env.action_space.low) print("Action space - high:", env.action_space.high) action_bins = np.repeat([10],len(env.action_space.low)) action_grid = np.hstack(( -createExpGrid(abs(env.action_space.low), action_bins, inverse=True), createExpGrid(env.action_space.high, action_bins))) print("action_grid",action_grid) actionsDisc = gym.spaces.discrete.Discrete(len(action_grid[0])) elif type(env.action_space) is gym.spaces.discrete.Discrete: discreteActions = True actionsDisc = env.action_space else: raise NotImplementedError("Can only work with Discrete or Box type action spaces.") #disc = discretize([35, 1000, 10000], state_grid) #print(disc) #print(undiscretize(disc, state_grid)) def stateKeyFor(discreteObs): if discreteObs.shape == (): discreteObs = np.reshape(discreteObs, (1,)) return "-".join([str(elem) for elem in discreteObs]) def maxQ(discreteObs, qTable, defaultAction=0): if discreteObs.shape == (): discreteObs = np.reshape(discreteObs, (1,)) highestVal = -np.inf bestActionIdx = defaultAction keyStart = stateKeyFor(discreteObs) for aIdx in range(0, actionsDisc.n): key = keyStart + "-" + str(aIdx) if key in qTable: val = qTable[key] if (val > highestVal): highestVal = val bestActionIdx = aIdx #print("maxQ found something", key, aIdx, val) if highestVal == -np.inf: highestVal = 0.0 return(bestActionIdx, highestVal) def print_q(qTable): for s in range(statesDisc.n): s = np.array(s) print([qTable.get(stateKeyFor(s) + "-" + str(a), 0) for a in range(actionsDisc.n)]) def q_learn(env, alpha=0.2, gamma=0.99, epsilon=0.1, epsilon_decay=1.0, epsilon_min=0.0, episodes=100, max_steps=1000, q_table={}): '''Generic Q-Learning algorithm. Returns the Q-Table.''' # todo make self-contained for episode in range(episodes): cumReward = 0 observation = env.reset() #print("size of q table:", len(q_table.keys())) print("epsilon:", epsilon) for t in range(max_steps): #env.render() prev_obs = np.array(observation) if discreteStates else discretize(observation, state_grid) # Select action according to epsilon-greedy policy actionIdx = actionsDisc.sample() # random if random.random() > epsilon: # greedy/argmax actionIdx = maxQ(prev_obs, q_table, defaultAction=0)[0] action = actionIdx if discreteActions else undiscretize([actionIdx], action_grid)[0] #print("chosen action", actionIdx) # Take action observation, reward, done, info = env.step(action) curr_obs = np.array(observation) if discreteStates else discretize(observation, state_grid) #print(maxQ(curr_obs, q_table)) # Update the state that we acted on stateActionKey = stateKeyFor(prev_obs)+"-"+str(actionIdx) #print(stateActionKey) qValOld = q_table.get(stateActionKey, 0.0) qValNew = qValOld + alpha*(reward + gamma*maxQ(curr_obs, q_table)[1] - qValOld) #if qValOld != 0.0: # print(stateActionKey, qValOld, "<--", qValNew) q_table[stateActionKey] = qValNew #h = info["human"] #c = info["company"] #print(info["year"], "human:", h.id, h.age, h.funds, h.lastTransaction, h.happiness, "reward:", reward, "company:", c.funds, c.reputation) cumReward += reward if done: print("Episode {} finished after {} timesteps with cumulative reward {}".format(episode, t+1, cumReward)) epsilon = max(epsilon * epsilon_decay, epsilon_min) break return q_table # Run Q-Learning qTable = q_learn(env, alpha=0.2, # temperature/learning rate gamma=0.99, # discount factor epsilon=1.0, # initial exploration rate for e-greedy policy epsilon_decay=0.995, # epsilon reduction factor per episode epsilon_min=0.01, # minimal epsilon episodes=1000, max_steps=10000, # abort episode after this number of steps q_table={}) print_q(qTable) #(year, "human:", i, h.age, fundsBefore, h.funds, h.happiness, "reward:", r, "company:", companies[0].funds, companies[0].reputation)
38.552486
150
0.642018
fa614ad8b1989eb4fc6d39b7584be2278f8cb0c1
8,324
py
Python
my_own_messenger/my_own_client/client_gui.py
Rassoliny/MyOwnMess
4a46a0738033cc952fbe6e734bc64ad24275c0ce
[ "MIT" ]
null
null
null
my_own_messenger/my_own_client/client_gui.py
Rassoliny/MyOwnMess
4a46a0738033cc952fbe6e734bc64ad24275c0ce
[ "MIT" ]
null
null
null
my_own_messenger/my_own_client/client_gui.py
Rassoliny/MyOwnMess
4a46a0738033cc952fbe6e734bc64ad24275c0ce
[ "MIT" ]
null
null
null
import sys import os from PyQt5 import QtWidgets, uic from PyQt5.QtWidgets import (QMainWindow, QTextEdit, QLabel, QAction, QFileDialog, QApplication) from PyQt5.QtCore import Qt, QThread, pyqtSlot from PyQt5.QtGui import QPixmap, QIcon from client import User from handlers import GuiReciever # Получаем параметры скрипта try: addr = sys.argv[1] except IndexError: addr = 'localhost' try: port = int(sys.argv[2]) except IndexError: port = 7777 except ValueError: print('Порт должен быть целым числом') sys.exit(0) try: name = sys.argv[3] except IndexError: name = 'Guest' for params in sys.argv: print(params) # Создаем приложение # Для отображения изображений получаем текущую директорию parent_dir_name = (os.path.dirname(os.path.realpath(__file__))+'/') current_path = os.path.join(parent_dir_name, 'ui_forms/') app = QtWidgets.QApplication(sys.argv) # грузим главную форму window = uic.loadUi('{}main.ui'.format(current_path)) """ Показать окно создания нового чата """ chat_dialog = uic.loadUi('{}new_chat.ui'.format(current_path)) # создаем клиента на запись client = User(name, addr, port) # получаем список контактов с сервера, которые лежат у нас - не надежные client.connect() listener = GuiReciever(client.sock, client.request_queue) @pyqtSlot(str) def update_chat(data): """Отображение текущего чата""" try: msg = data window.textEditChat.insertHtml('{}<br>'.format(msg)) window.textEditHistory.insertHtml('{}<br>'.format(msg)) except Exception as e: print(e) # сигнал мы берем из нашего GuiReciever listener.gotData.connect(update_chat) th = QThread() listener.moveToThread(th) # # ---------- Важная часть - связывание сигналов и слотов ---------- # При запуске потока будет вызван метод search_text th.started.connect(listener.poll) th.start() contact_list = client.get_contacts() def load_contacts(contacts): """Загрузка списка контактов""" # чистим список window.listWidgetContacts.clear() # добавляем for contact in contacts: window.listWidgetContacts.addItem(contact) # грузим контакты в список сразу при запуске приложения load_contacts(contact_list) def add_contact(): """Добавление контакта""" # Получаем имя из QTextEdit try: username = window.textEditUsername.toPlainText() if username: # добавляем контакт - шлем запрос на сервер ... client.add_contact(username) # добавляем имя в QListWidget window.listWidgetContacts.addItem(username) except Exception as e: print(e) # Связываем сигнал нажатия кнопки добавить со слотом функцией добавить контакт window.pushButtonAddContact.clicked.connect(add_contact) def del_contact(): try: """Удаление контакта""" # получаем выбранный элемент в QListWidget current_item = window.listWidgetContacts.currentItem() # получаем текст - это имя нашего контакта username = current_item.text() # удаление контакта (отправляем запрос на сервер) client.del_contact(username) # удаляем контакт из QListWidget current_item = window.listWidgetContacts.takeItem(window.listWidgetContacts.row(current_item)) del current_item except Exception as e: print(e) def send_message(): """Отправка сообщения""" text = window.textEditMessage.toHtml() if text: # получаем выделенного пользователя selected_index = window.listWidgetContacts.currentIndex() # получаем имя пользователя user_name = selected_index.data() # отправляем сообщение client.send_message(user_name, text) # будем выводить то что мы отправили в общем чате msg = 'You >>> {} : {}'.format(user_name, text) window.textEditChat.insertHtml('{}<br>'.format(msg)) window.textEditHistory.insertHtml('{}<br>'.format(msg)) window.textEditMessage.clear() # связываем кнопку send с функцией отправки window.PushButtonSend.clicked.connect(send_message) def clean_workspace(): """Очистка окна текущего чата""" # window.listWidgetMessages.clear() window.textEditChat.clear() #При нажатии на имя контакта в списке контактов окно текущего чата очищается window.listWidgetContacts.itemClicked.connect(clean_workspace) # # Удаление контакта из списка вызывается через контекстное меню # При нажатии правой кнопкой мыши на контакте появляется кнопка Remove window.listWidgetContacts.setContextMenuPolicy(Qt.CustomContextMenu) window.listWidgetContacts.setContextMenuPolicy(Qt.ActionsContextMenu) removeAction = QtWidgets.QAction("Remove", None) removeAction.triggered.connect(del_contact) window.listWidgetContacts.addAction(removeAction) def change_avatar(): """Изменение аватара""" fname = QFileDialog.getOpenFileName(window, 'Open file', '/home1')[0] pixmap = QPixmap(fname) window.labelAvatar.setPixmap(pixmap) ## Обновление аватара window.labelAvatar.resize(80,80) window.pushButtonChangeAvatar.clicked.connect(change_avatar) def actionSmile(): url = '{}ab.gif'.format(current_path) window.textEditMessage.insertHtml('<img src="%s" />' % url) def actionMelancholy(): url = '{}ac.gif'.format(current_path) window.textEditMessage.insertHtml('<img src="%s" />' % url) def actionSurprise(): url = '{}ai.gif'.format(current_path) window.textEditMessage.insertHtml('<img src="%s" />' % url) # Связи кнопок смайлов с их использованием window.pushButtonSmile.clicked.connect(actionSmile) window.pushButtonMelancholy.clicked.connect(actionMelancholy) window.pushButtonSurprise.clicked.connect(actionSurprise) def actionFormat(tag): text = window.textEditMessage.textCursor().selectedText() window.textEditMessage.textCursor().insertHtml('<{0}>{1}</{0}>'.format(tag, text)) # Связи кнопок редактирования текста и их использованием window.pushButtonBold.clicked.connect((lambda: actionFormat('b'))) window.pushButtonItalics.clicked.connect(lambda: actionFormat('i')) window.pushButtonUnderline.clicked.connect(lambda: actionFormat('u')) def chat_add_contact(): try: """Добавление контакта в чат""" # получаем выбранный элемент в QListWidget current_item = chat_dialog.listWidgetYourContacts.currentItem() current_item = chat_dialog.listWidgetYourContacts.takeItem(chat_dialog.listWidgetYourContacts.row(current_item)) chat_dialog.listWidgetChatList.addItem(current_item) except Exception as e: print(e) def chat_remove_contact(): try: """Удаление контакта из чата""" current_item = chat_dialog.listWidgetChatList.currentItem() current_item = chat_dialog.listWidgetChatList.takeItem(chat_dialog.listWidgetChatList.row(current_item)) chat_dialog.listWidgetYourContacts.addItem(current_item) except Exception as e: print(e) def show_newchat_dialog(): # обнуляем списки диалога chat_dialog.listWidgetYourContacts.clear() chat_dialog.listWidgetChatList.clear() # добавляем контакты for contact in contact_list: chat_dialog.listWidgetYourContacts.addItem(contact) chat_dialog.exec_() def make_chat(): try: """Создание чата, пока не реализованно (создается просто клиент)""" chat_name = chat_dialog.textEditChatName.toPlainText() if chat_name: # добавляем контакт - шлем запрос на сервер ... client.add_contact(chat_name) # добавляем имя в QListWidget window.listWidgetContacts.addItem(chat_name) except Exception as e: print(e) # Связи кнопок создания чата со слотами window.pushButtonGroupChat.clicked.connect(show_newchat_dialog) chat_dialog.pushButtonAdd.clicked.connect(chat_add_contact) chat_dialog.pushButtonRemove.clicked.connect(chat_remove_contact) chat_dialog.buttonBox.clicked.connect(chat_remove_contact) chat_dialog.buttonBox.accepted.connect(make_chat) # рисуем окно window.show() # точка запуска приложения sys.exit(app.exec_())
32.138996
121
0.70543
7edaf6ee1655b7eef789c124e17c2d6ca5c2b7bd
2,200
py
Python
config.py
Faisalsouz/PAN_OCR
4dd6736c09015f211e7539135ef448d3919f6eac
[ "MIT" ]
73
2019-07-17T08:27:27.000Z
2022-03-12T09:50:35.000Z
config.py
Faisalsouz/PAN_OCR
4dd6736c09015f211e7539135ef448d3919f6eac
[ "MIT" ]
12
2019-08-13T20:32:31.000Z
2022-01-10T17:05:35.000Z
config.py
Faisalsouz/PAN_OCR
4dd6736c09015f211e7539135ef448d3919f6eac
[ "MIT" ]
43
2019-05-16T10:02:27.000Z
2022-03-18T03:06:52.000Z
import os import argparse def parse_args(): parser = argparse.ArgumentParser() parser.add_argument('-d', '--darknet', dest='DARKNET', action='store_true', help="Specifies to use the Darknet classifier") parser.add_argument('-t', '--tesseract', dest='TESSERACT', action='store_true', help="Use the local Tesseract OCR engine") parser.add_argument('-l', '--dbl', dest="DARKNET_BINARY_LOCATION", default=None, help="Location of Darknet Binary") parser.add_argument('--thresh', dest="DARKNET_THRESH", default=.25, type=float, help="Darknet threshold for successful classification (lower = more bounding boxes)") parser.add_argument('--data', dest="DARKNET_DATA_FILE", default="data/obj.data", help="Darknet data file") parser.add_argument('--cfg', dest="DARKNET_CFG_FILE", default="yolo-obj.cfg", help="Darknet configuration file") parser.add_argument('--weights', dest="DARKNET_WEIGHTS", default="yolo-obj_8000.weights", help="Weights for Darknet") args = parser.parse_args() if args.DARKNET == False: parser.error("Darknet must be set, add -d") if args.TESSERACT == False: parser.error("Tesseract must be set, add -t") return args ## Change the following variable based on what algorithms you want to use ## global DARKNET, TESSERACT, DARKNET_BINARY_LOCATION, DARKNET_THRESH, DARKNET_DATA_FILE, \ DARKNET_CFG_FILE, DARKNET_WEIGHTS args = parse_args() DARKNET = args.DARKNET TESSERACT = args.TESSERACT ############################################################################ ##### Darknet Information - Change if necessary to fit your needs ##### if DARKNET: if args.DARKNET_BINARY_LOCATION == None: if os.name == 'nt': global popen_spawn from pexpect import popen_spawn DARKNET_BINARY_LOCATION = "darknet.exe" else: DARKNET_BINARY_LOCATION = "./darknet" else: DARKNET_BINARY_LOCATION = args.DARKNET_BINARY_LOCATION #### Change the following attributes if you move the files/weights #### DARKNET_THRESH = args.DARKNET_THRESH DARKNET_DATA_FILE = args.DARKNET_DATA_FILE DARKNET_CFG_FILE = args.DARKNET_CFG_FILE DARKNET_WEIGHTS = args.DARKNET_WEIGHTS #######################################################################
33.846154
166
0.694545
c777b89eeaf12ae4b55d9af117b48c5a7f196b8f
54,679
py
Python
pandas/io/formats/format.py
zhezherun/pandas
36c1104b7ad9761e020f7e8198eb60da4045d169
[ "BSD-3-Clause" ]
1
2018-12-07T18:33:30.000Z
2018-12-07T18:33:30.000Z
pandas/io/formats/format.py
dkenward/pandas
1f02bf240c3d0d3da338af868d056bfc169b28c2
[ "BSD-3-Clause" ]
null
null
null
pandas/io/formats/format.py
dkenward/pandas
1f02bf240c3d0d3da338af868d056bfc169b28c2
[ "BSD-3-Clause" ]
null
null
null
# -*- coding: utf-8 -*- """ Internal module for formatting output data in csv, html, and latex files. This module also applies to display formatting. """ from __future__ import print_function from functools import partial import numpy as np from pandas._libs import lib from pandas._libs.tslib import format_array_from_datetime from pandas._libs.tslibs import NaT, Timedelta, Timestamp, iNaT from pandas.compat import StringIO, lzip, map, u, zip from pandas.core.dtypes.common import ( is_categorical_dtype, is_datetime64_dtype, is_datetimetz, is_float, is_float_dtype, is_integer, is_integer_dtype, is_interval_dtype, is_list_like, is_numeric_dtype, is_period_arraylike, is_scalar, is_timedelta64_dtype) from pandas.core.dtypes.generic import ABCMultiIndex, ABCSparseArray from pandas.core.dtypes.missing import isna, notna from pandas import compat from pandas.core.base import PandasObject import pandas.core.common as com from pandas.core.config import get_option, set_option from pandas.core.index import Index, ensure_index from pandas.core.indexes.datetimes import DatetimeIndex from pandas.core.indexes.period import PeriodIndex from pandas.io.common import _expand_user, _stringify_path from pandas.io.formats.printing import adjoin, justify, pprint_thing from pandas.io.formats.terminal import get_terminal_size # pylint: disable=W0141 common_docstring = """ Parameters ---------- buf : StringIO-like, optional Buffer to write to. columns : sequence, optional, default None The subset of columns to write. Writes all columns by default. col_space : int, optional The minimum width of each column. header : bool, optional %(header)s. index : bool, optional, default True Whether to print index (row) labels. na_rep : str, optional, default 'NaN' String representation of NAN to use. formatters : list or dict of one-param. functions, optional Formatter functions to apply to columns' elements by position or name. The result of each function must be a unicode string. List must be of length equal to the number of columns. float_format : one-parameter function, optional, default None Formatter function to apply to columns' elements if they are floats. The result of this function must be a unicode string. sparsify : bool, optional, default True Set to False for a DataFrame with a hierarchical index to print every multiindex key at each row. index_names : bool, optional, default True Prints the names of the indexes. justify : str, default None How to justify the column labels. If None uses the option from the print configuration (controlled by set_option), 'right' out of the box. Valid values are * left * right * center * justify * justify-all * start * end * inherit * match-parent * initial * unset. max_rows : int, optional Maximum number of rows to display in the console. max_cols : int, optional Maximum number of columns to display in the console. show_dimensions : bool, default False Display DataFrame dimensions (number of rows by number of columns). decimal : str, default '.' Character recognized as decimal separator, e.g. ',' in Europe. .. versionadded:: 0.18.0 """ _VALID_JUSTIFY_PARAMETERS = ("left", "right", "center", "justify", "justify-all", "start", "end", "inherit", "match-parent", "initial", "unset") return_docstring = """ Returns ------- str (or unicode, depending on data and options) String representation of the dataframe. """ class CategoricalFormatter(object): def __init__(self, categorical, buf=None, length=True, na_rep='NaN', footer=True): self.categorical = categorical self.buf = buf if buf is not None else StringIO(u("")) self.na_rep = na_rep self.length = length self.footer = footer def _get_footer(self): footer = '' if self.length: if footer: footer += ', ' footer += "Length: {length}".format(length=len(self.categorical)) level_info = self.categorical._repr_categories_info() # Levels are added in a newline if footer: footer += '\n' footer += level_info return compat.text_type(footer) def _get_formatted_values(self): return format_array(self.categorical.get_values(), None, float_format=None, na_rep=self.na_rep) def to_string(self): categorical = self.categorical if len(categorical) == 0: if self.footer: return self._get_footer() else: return u('') fmt_values = self._get_formatted_values() result = [u('{i}').format(i=i) for i in fmt_values] result = [i.strip() for i in result] result = u(', ').join(result) result = [u('[') + result + u(']')] if self.footer: footer = self._get_footer() if footer: result.append(footer) return compat.text_type(u('\n').join(result)) class SeriesFormatter(object): def __init__(self, series, buf=None, length=True, header=True, index=True, na_rep='NaN', name=False, float_format=None, dtype=True, max_rows=None): self.series = series self.buf = buf if buf is not None else StringIO() self.name = name self.na_rep = na_rep self.header = header self.length = length self.index = index self.max_rows = max_rows if float_format is None: float_format = get_option("display.float_format") self.float_format = float_format self.dtype = dtype self.adj = _get_adjustment() self._chk_truncate() def _chk_truncate(self): from pandas.core.reshape.concat import concat max_rows = self.max_rows truncate_v = max_rows and (len(self.series) > max_rows) series = self.series if truncate_v: if max_rows == 1: row_num = max_rows series = series.iloc[:max_rows] else: row_num = max_rows // 2 series = concat((series.iloc[:row_num], series.iloc[-row_num:])) self.tr_row_num = row_num self.tr_series = series self.truncate_v = truncate_v def _get_footer(self): name = self.series.name footer = u('') if getattr(self.series.index, 'freq', None) is not None: footer += 'Freq: {freq}'.format(freq=self.series.index.freqstr) if self.name is not False and name is not None: if footer: footer += ', ' series_name = pprint_thing(name, escape_chars=('\t', '\r', '\n')) footer += ((u"Name: {sname}".format(sname=series_name)) if name is not None else "") if (self.length is True or (self.length == 'truncate' and self.truncate_v)): if footer: footer += ', ' footer += 'Length: {length}'.format(length=len(self.series)) if self.dtype is not False and self.dtype is not None: name = getattr(self.tr_series.dtype, 'name', None) if name: if footer: footer += ', ' footer += u'dtype: {typ}'.format(typ=pprint_thing(name)) # level infos are added to the end and in a new line, like it is done # for Categoricals if is_categorical_dtype(self.tr_series.dtype): level_info = self.tr_series._values._repr_categories_info() if footer: footer += "\n" footer += level_info return compat.text_type(footer) def _get_formatted_index(self): index = self.tr_series.index is_multi = isinstance(index, ABCMultiIndex) if is_multi: have_header = any(name for name in index.names) fmt_index = index.format(names=True) else: have_header = index.name is not None fmt_index = index.format(name=True) return fmt_index, have_header def _get_formatted_values(self): values_to_format = self.tr_series._formatting_values() return format_array(values_to_format, None, float_format=self.float_format, na_rep=self.na_rep) def to_string(self): series = self.tr_series footer = self._get_footer() if len(series) == 0: return 'Series([], ' + footer + ')' fmt_index, have_header = self._get_formatted_index() fmt_values = self._get_formatted_values() if self.truncate_v: n_header_rows = 0 row_num = self.tr_row_num width = self.adj.len(fmt_values[row_num - 1]) if width > 3: dot_str = '...' else: dot_str = '..' # Series uses mode=center because it has single value columns # DataFrame uses mode=left dot_str = self.adj.justify([dot_str], width, mode='center')[0] fmt_values.insert(row_num + n_header_rows, dot_str) fmt_index.insert(row_num + 1, '') if self.index: result = self.adj.adjoin(3, *[fmt_index[1:], fmt_values]) else: result = self.adj.adjoin(3, fmt_values) if self.header and have_header: result = fmt_index[0] + '\n' + result if footer: result += '\n' + footer return compat.text_type(u('').join(result)) class TextAdjustment(object): def __init__(self): self.encoding = get_option("display.encoding") def len(self, text): return compat.strlen(text, encoding=self.encoding) def justify(self, texts, max_len, mode='right'): return justify(texts, max_len, mode=mode) def adjoin(self, space, *lists, **kwargs): return adjoin(space, *lists, strlen=self.len, justfunc=self.justify, **kwargs) class EastAsianTextAdjustment(TextAdjustment): def __init__(self): super(EastAsianTextAdjustment, self).__init__() if get_option("display.unicode.ambiguous_as_wide"): self.ambiguous_width = 2 else: self.ambiguous_width = 1 def len(self, text): return compat.east_asian_len(text, encoding=self.encoding, ambiguous_width=self.ambiguous_width) def justify(self, texts, max_len, mode='right'): # re-calculate padding space per str considering East Asian Width def _get_pad(t): return max_len - self.len(t) + len(t) if mode == 'left': return [x.ljust(_get_pad(x)) for x in texts] elif mode == 'center': return [x.center(_get_pad(x)) for x in texts] else: return [x.rjust(_get_pad(x)) for x in texts] def _get_adjustment(): use_east_asian_width = get_option("display.unicode.east_asian_width") if use_east_asian_width: return EastAsianTextAdjustment() else: return TextAdjustment() class TableFormatter(object): is_truncated = False show_dimensions = None @property def should_show_dimensions(self): return (self.show_dimensions is True or (self.show_dimensions == 'truncate' and self.is_truncated)) def _get_formatter(self, i): if isinstance(self.formatters, (list, tuple)): if is_integer(i): return self.formatters[i] else: return None else: if is_integer(i) and i not in self.columns: i = self.columns[i] return self.formatters.get(i, None) class DataFrameFormatter(TableFormatter): """ Render a DataFrame self.to_string() : console-friendly tabular output self.to_html() : html table self.to_latex() : LaTeX tabular environment table """ __doc__ = __doc__ if __doc__ else '' __doc__ += common_docstring + return_docstring def __init__(self, frame, buf=None, columns=None, col_space=None, header=True, index=True, na_rep='NaN', formatters=None, justify=None, float_format=None, sparsify=None, index_names=True, line_width=None, max_rows=None, max_cols=None, show_dimensions=False, decimal='.', table_id=None, **kwds): self.frame = frame if buf is not None: self.buf = _expand_user(_stringify_path(buf)) else: self.buf = StringIO() self.show_index_names = index_names if sparsify is None: sparsify = get_option("display.multi_sparse") self.sparsify = sparsify self.float_format = float_format self.formatters = formatters if formatters is not None else {} self.na_rep = na_rep self.decimal = decimal self.col_space = col_space self.header = header self.index = index self.line_width = line_width self.max_rows = max_rows self.max_cols = max_cols self.max_rows_displayed = min(max_rows or len(self.frame), len(self.frame)) self.show_dimensions = show_dimensions self.table_id = table_id if justify is None: self.justify = get_option("display.colheader_justify") else: self.justify = justify self.kwds = kwds if columns is not None: self.columns = ensure_index(columns) self.frame = self.frame[self.columns] else: self.columns = frame.columns self._chk_truncate() self.adj = _get_adjustment() def _chk_truncate(self): """ Checks whether the frame should be truncated. If so, slices the frame up. """ from pandas.core.reshape.concat import concat # Column of which first element is used to determine width of a dot col self.tr_size_col = -1 # Cut the data to the information actually printed max_cols = self.max_cols max_rows = self.max_rows if max_cols == 0 or max_rows == 0: # assume we are in the terminal # (why else = 0) (w, h) = get_terminal_size() self.w = w self.h = h if self.max_rows == 0: dot_row = 1 prompt_row = 1 if self.show_dimensions: show_dimension_rows = 3 n_add_rows = (self.header + dot_row + show_dimension_rows + prompt_row) # rows available to fill with actual data max_rows_adj = self.h - n_add_rows self.max_rows_adj = max_rows_adj # Format only rows and columns that could potentially fit the # screen if max_cols == 0 and len(self.frame.columns) > w: max_cols = w if max_rows == 0 and len(self.frame) > h: max_rows = h if not hasattr(self, 'max_rows_adj'): self.max_rows_adj = max_rows if not hasattr(self, 'max_cols_adj'): self.max_cols_adj = max_cols max_cols_adj = self.max_cols_adj max_rows_adj = self.max_rows_adj truncate_h = max_cols_adj and (len(self.columns) > max_cols_adj) truncate_v = max_rows_adj and (len(self.frame) > max_rows_adj) frame = self.frame if truncate_h: if max_cols_adj == 0: col_num = len(frame.columns) elif max_cols_adj == 1: frame = frame.iloc[:, :max_cols] col_num = max_cols else: col_num = (max_cols_adj // 2) frame = concat((frame.iloc[:, :col_num], frame.iloc[:, -col_num:]), axis=1) self.tr_col_num = col_num if truncate_v: if max_rows_adj == 1: row_num = max_rows frame = frame.iloc[:max_rows, :] else: row_num = max_rows_adj // 2 frame = concat((frame.iloc[:row_num, :], frame.iloc[-row_num:, :])) self.tr_row_num = row_num self.tr_frame = frame self.truncate_h = truncate_h self.truncate_v = truncate_v self.is_truncated = self.truncate_h or self.truncate_v def _to_str_columns(self): """ Render a DataFrame to a list of columns (as lists of strings). """ frame = self.tr_frame # may include levels names also str_index = self._get_formatted_index(frame) if not is_list_like(self.header) and not self.header: stringified = [] for i, c in enumerate(frame): fmt_values = self._format_col(i) fmt_values = _make_fixed_width(fmt_values, self.justify, minimum=(self.col_space or 0), adj=self.adj) stringified.append(fmt_values) else: if is_list_like(self.header): if len(self.header) != len(self.columns): raise ValueError(('Writing {ncols} cols but got {nalias} ' 'aliases' .format(ncols=len(self.columns), nalias=len(self.header)))) str_columns = [[label] for label in self.header] else: str_columns = self._get_formatted_column_labels(frame) stringified = [] for i, c in enumerate(frame): cheader = str_columns[i] header_colwidth = max(self.col_space or 0, *(self.adj.len(x) for x in cheader)) fmt_values = self._format_col(i) fmt_values = _make_fixed_width(fmt_values, self.justify, minimum=header_colwidth, adj=self.adj) max_len = max(max(self.adj.len(x) for x in fmt_values), header_colwidth) cheader = self.adj.justify(cheader, max_len, mode=self.justify) stringified.append(cheader + fmt_values) strcols = stringified if self.index: strcols.insert(0, str_index) # Add ... to signal truncated truncate_h = self.truncate_h truncate_v = self.truncate_v if truncate_h: col_num = self.tr_col_num # infer from column header col_width = self.adj.len(strcols[self.tr_size_col][0]) strcols.insert(self.tr_col_num + 1, ['...'.center(col_width)] * (len(str_index))) if truncate_v: n_header_rows = len(str_index) - len(frame) row_num = self.tr_row_num for ix, col in enumerate(strcols): # infer from above row cwidth = self.adj.len(strcols[ix][row_num]) is_dot_col = False if truncate_h: is_dot_col = ix == col_num + 1 if cwidth > 3 or is_dot_col: my_str = '...' else: my_str = '..' if ix == 0: dot_mode = 'left' elif is_dot_col: cwidth = self.adj.len(strcols[self.tr_size_col][0]) dot_mode = 'center' else: dot_mode = 'right' dot_str = self.adj.justify([my_str], cwidth, mode=dot_mode)[0] strcols[ix].insert(row_num + n_header_rows, dot_str) return strcols def to_string(self): """ Render a DataFrame to a console-friendly tabular output. """ from pandas import Series frame = self.frame if len(frame.columns) == 0 or len(frame.index) == 0: info_line = (u('Empty {name}\nColumns: {col}\nIndex: {idx}') .format(name=type(self.frame).__name__, col=pprint_thing(frame.columns), idx=pprint_thing(frame.index))) text = info_line else: strcols = self._to_str_columns() if self.line_width is None: # no need to wrap around just print # the whole frame text = self.adj.adjoin(1, *strcols) elif (not isinstance(self.max_cols, int) or self.max_cols > 0): # need to wrap around text = self._join_multiline(*strcols) else: # max_cols == 0. Try to fit frame to terminal text = self.adj.adjoin(1, *strcols).split('\n') max_len = Series(text).str.len().max() # plus truncate dot col dif = max_len - self.w # '+ 1' to avoid too wide repr (GH PR #17023) adj_dif = dif + 1 col_lens = Series([Series(ele).apply(len).max() for ele in strcols]) n_cols = len(col_lens) counter = 0 while adj_dif > 0 and n_cols > 1: counter += 1 mid = int(round(n_cols / 2.)) mid_ix = col_lens.index[mid] col_len = col_lens[mid_ix] # adjoin adds one adj_dif -= (col_len + 1) col_lens = col_lens.drop(mid_ix) n_cols = len(col_lens) # subtract index column max_cols_adj = n_cols - self.index # GH-21180. Ensure that we print at least two. max_cols_adj = max(max_cols_adj, 2) self.max_cols_adj = max_cols_adj # Call again _chk_truncate to cut frame appropriately # and then generate string representation self._chk_truncate() strcols = self._to_str_columns() text = self.adj.adjoin(1, *strcols) self.buf.writelines(text) if self.should_show_dimensions: self.buf.write("\n\n[{nrows} rows x {ncols} columns]" .format(nrows=len(frame), ncols=len(frame.columns))) def _join_multiline(self, *strcols): lwidth = self.line_width adjoin_width = 1 strcols = list(strcols) if self.index: idx = strcols.pop(0) lwidth -= np.array([self.adj.len(x) for x in idx]).max() + adjoin_width col_widths = [np.array([self.adj.len(x) for x in col]).max() if len(col) > 0 else 0 for col in strcols] col_bins = _binify(col_widths, lwidth) nbins = len(col_bins) if self.truncate_v: nrows = self.max_rows_adj + 1 else: nrows = len(self.frame) str_lst = [] st = 0 for i, ed in enumerate(col_bins): row = strcols[st:ed] if self.index: row.insert(0, idx) if nbins > 1: if ed <= len(strcols) and i < nbins - 1: row.append([' \\'] + [' '] * (nrows - 1)) else: row.append([' '] * nrows) str_lst.append(self.adj.adjoin(adjoin_width, *row)) st = ed return '\n\n'.join(str_lst) def to_latex(self, column_format=None, longtable=False, encoding=None, multicolumn=False, multicolumn_format=None, multirow=False): """ Render a DataFrame to a LaTeX tabular/longtable environment output. """ from pandas.io.formats.latex import LatexFormatter latex_renderer = LatexFormatter(self, column_format=column_format, longtable=longtable, multicolumn=multicolumn, multicolumn_format=multicolumn_format, multirow=multirow) if encoding is None: encoding = 'ascii' if compat.PY2 else 'utf-8' if hasattr(self.buf, 'write'): latex_renderer.write_result(self.buf) elif isinstance(self.buf, compat.string_types): import codecs with codecs.open(self.buf, 'w', encoding=encoding) as f: latex_renderer.write_result(f) else: raise TypeError('buf is not a file name and it has no write ' 'method') def _format_col(self, i): frame = self.tr_frame formatter = self._get_formatter(i) values_to_format = frame.iloc[:, i]._formatting_values() return format_array(values_to_format, formatter, float_format=self.float_format, na_rep=self.na_rep, space=self.col_space, decimal=self.decimal) def to_html(self, classes=None, notebook=False, border=None): """ Render a DataFrame to a html table. Parameters ---------- classes : str or list-like classes to include in the `class` attribute of the opening ``<table>`` tag, in addition to the default "dataframe". notebook : {True, False}, optional, default False Whether the generated HTML is for IPython Notebook. border : int A ``border=border`` attribute is included in the opening ``<table>`` tag. Default ``pd.options.html.border``. .. versionadded:: 0.19.0 """ from pandas.io.formats.html import HTMLFormatter html_renderer = HTMLFormatter(self, classes=classes, max_rows=self.max_rows, max_cols=self.max_cols, notebook=notebook, border=border, table_id=self.table_id) if hasattr(self.buf, 'write'): html_renderer.write_result(self.buf) elif isinstance(self.buf, compat.string_types): with open(self.buf, 'w') as f: html_renderer.write_result(f) else: raise TypeError('buf is not a file name and it has no write ' ' method') def _get_formatted_column_labels(self, frame): from pandas.core.index import _sparsify columns = frame.columns if isinstance(columns, ABCMultiIndex): fmt_columns = columns.format(sparsify=False, adjoin=False) fmt_columns = lzip(*fmt_columns) dtypes = self.frame.dtypes._values # if we have a Float level, they don't use leading space at all restrict_formatting = any(l.is_floating for l in columns.levels) need_leadsp = dict(zip(fmt_columns, map(is_numeric_dtype, dtypes))) def space_format(x, y): if (y not in self.formatters and need_leadsp[x] and not restrict_formatting): return ' ' + y return y str_columns = list(zip(*[[space_format(x, y) for y in x] for x in fmt_columns])) if self.sparsify and len(str_columns): str_columns = _sparsify(str_columns) str_columns = [list(x) for x in zip(*str_columns)] else: fmt_columns = columns.format() dtypes = self.frame.dtypes need_leadsp = dict(zip(fmt_columns, map(is_numeric_dtype, dtypes))) str_columns = [[' ' + x if not self._get_formatter(i) and need_leadsp[x] else x] for i, (col, x) in enumerate(zip(columns, fmt_columns))] if self.show_index_names and self.has_index_names: for x in str_columns: x.append('') # self.str_columns = str_columns return str_columns @property def has_index_names(self): return _has_names(self.frame.index) @property def has_column_names(self): return _has_names(self.frame.columns) def _get_formatted_index(self, frame): # Note: this is only used by to_string() and to_latex(), not by # to_html(). index = frame.index columns = frame.columns show_index_names = self.show_index_names and self.has_index_names show_col_names = (self.show_index_names and self.has_column_names) fmt = self._get_formatter('__index__') if isinstance(index, ABCMultiIndex): fmt_index = index.format(sparsify=self.sparsify, adjoin=False, names=show_index_names, formatter=fmt) else: fmt_index = [index.format(name=show_index_names, formatter=fmt)] fmt_index = [tuple(_make_fixed_width(list(x), justify='left', minimum=(self.col_space or 0), adj=self.adj)) for x in fmt_index] adjoined = self.adj.adjoin(1, *fmt_index).split('\n') # empty space for columns if show_col_names: col_header = ['{x}'.format(x=x) for x in self._get_column_name_list()] else: col_header = [''] * columns.nlevels if self.header: return col_header + adjoined else: return adjoined def _get_column_name_list(self): names = [] columns = self.frame.columns if isinstance(columns, ABCMultiIndex): names.extend('' if name is None else name for name in columns.names) else: names.append('' if columns.name is None else columns.name) return names # ---------------------------------------------------------------------- # Array formatters def format_array(values, formatter, float_format=None, na_rep='NaN', digits=None, space=None, justify='right', decimal='.'): if is_categorical_dtype(values): fmt_klass = CategoricalArrayFormatter elif is_interval_dtype(values): fmt_klass = IntervalArrayFormatter elif is_float_dtype(values.dtype): fmt_klass = FloatArrayFormatter elif is_period_arraylike(values): fmt_klass = PeriodArrayFormatter elif is_integer_dtype(values.dtype): fmt_klass = IntArrayFormatter elif is_datetimetz(values): fmt_klass = Datetime64TZFormatter elif is_datetime64_dtype(values.dtype): fmt_klass = Datetime64Formatter elif is_timedelta64_dtype(values.dtype): fmt_klass = Timedelta64Formatter else: fmt_klass = GenericArrayFormatter if space is None: space = get_option("display.column_space") if float_format is None: float_format = get_option("display.float_format") if digits is None: digits = get_option("display.precision") fmt_obj = fmt_klass(values, digits=digits, na_rep=na_rep, float_format=float_format, formatter=formatter, space=space, justify=justify, decimal=decimal) return fmt_obj.get_result() class GenericArrayFormatter(object): def __init__(self, values, digits=7, formatter=None, na_rep='NaN', space=12, float_format=None, justify='right', decimal='.', quoting=None, fixed_width=True): self.values = values self.digits = digits self.na_rep = na_rep self.space = space self.formatter = formatter self.float_format = float_format self.justify = justify self.decimal = decimal self.quoting = quoting self.fixed_width = fixed_width def get_result(self): fmt_values = self._format_strings() return _make_fixed_width(fmt_values, self.justify) def _format_strings(self): if self.float_format is None: float_format = get_option("display.float_format") if float_format is None: fmt_str = ('{{x: .{prec:d}g}}' .format(prec=get_option("display.precision"))) float_format = lambda x: fmt_str.format(x=x) else: float_format = self.float_format formatter = ( self.formatter if self.formatter is not None else (lambda x: pprint_thing(x, escape_chars=('\t', '\r', '\n')))) def _format(x): if self.na_rep is not None and is_scalar(x) and isna(x): if x is None: return 'None' elif x is NaT: return 'NaT' return self.na_rep elif isinstance(x, PandasObject): return u'{x}'.format(x=x) else: # object dtype return u'{x}'.format(x=formatter(x)) vals = self.values if isinstance(vals, Index): vals = vals._values elif isinstance(vals, ABCSparseArray): vals = vals.values is_float_type = lib.map_infer(vals, is_float) & notna(vals) leading_space = is_float_type.any() fmt_values = [] for i, v in enumerate(vals): if not is_float_type[i] and leading_space: fmt_values.append(u' {v}'.format(v=_format(v))) elif is_float_type[i]: fmt_values.append(float_format(v)) else: fmt_values.append(u' {v}'.format(v=_format(v))) return fmt_values class FloatArrayFormatter(GenericArrayFormatter): """ """ def __init__(self, *args, **kwargs): GenericArrayFormatter.__init__(self, *args, **kwargs) # float_format is expected to be a string # formatter should be used to pass a function if self.float_format is not None and self.formatter is None: if callable(self.float_format): self.formatter = self.float_format self.float_format = None def _value_formatter(self, float_format=None, threshold=None): """Returns a function to be applied on each value to format it """ # the float_format parameter supersedes self.float_format if float_format is None: float_format = self.float_format # we are going to compose different functions, to first convert to # a string, then replace the decimal symbol, and finally chop according # to the threshold # when there is no float_format, we use str instead of '%g' # because str(0.0) = '0.0' while '%g' % 0.0 = '0' if float_format: def base_formatter(v): return float_format(value=v) if notna(v) else self.na_rep else: def base_formatter(v): return str(v) if notna(v) else self.na_rep if self.decimal != '.': def decimal_formatter(v): return base_formatter(v).replace('.', self.decimal, 1) else: decimal_formatter = base_formatter if threshold is None: return decimal_formatter def formatter(value): if notna(value): if abs(value) > threshold: return decimal_formatter(value) else: return decimal_formatter(0.0) else: return self.na_rep return formatter def get_result_as_array(self): """ Returns the float values converted into strings using the parameters given at initialisation, as a numpy array """ if self.formatter is not None: return np.array([self.formatter(x) for x in self.values]) if self.fixed_width: threshold = get_option("display.chop_threshold") else: threshold = None # if we have a fixed_width, we'll need to try different float_format def format_values_with(float_format): formatter = self._value_formatter(float_format, threshold) # separate the wheat from the chaff values = self.values mask = isna(values) if hasattr(values, 'to_dense'): # sparse numpy ndarray values = values.to_dense() values = np.array(values, dtype='object') values[mask] = self.na_rep imask = (~mask).ravel() values.flat[imask] = np.array([formatter(val) for val in values.ravel()[imask]]) if self.fixed_width: return _trim_zeros(values, self.na_rep) return values # There is a special default string when we are fixed-width # The default is otherwise to use str instead of a formatting string if self.float_format is None: if self.fixed_width: float_format = partial('{value: .{digits:d}f}'.format, digits=self.digits) else: float_format = self.float_format else: float_format = lambda value: self.float_format % value formatted_values = format_values_with(float_format) if not self.fixed_width: return formatted_values # we need do convert to engineering format if some values are too small # and would appear as 0, or if some values are too big and take too # much space if len(formatted_values) > 0: maxlen = max(len(x) for x in formatted_values) too_long = maxlen > self.digits + 6 else: too_long = False with np.errstate(invalid='ignore'): abs_vals = np.abs(self.values) # this is pretty arbitrary for now # large values: more that 8 characters including decimal symbol # and first digit, hence > 1e6 has_large_values = (abs_vals > 1e6).any() has_small_values = ((abs_vals < 10**(-self.digits)) & (abs_vals > 0)).any() if has_small_values or (too_long and has_large_values): float_format = partial('{value: .{digits:d}e}'.format, digits=self.digits) formatted_values = format_values_with(float_format) return formatted_values def _format_strings(self): # shortcut if self.formatter is not None: return [self.formatter(x) for x in self.values] return list(self.get_result_as_array()) class IntArrayFormatter(GenericArrayFormatter): def _format_strings(self): formatter = self.formatter or (lambda x: '{x: d}'.format(x=x)) fmt_values = [formatter(x) for x in self.values] return fmt_values class Datetime64Formatter(GenericArrayFormatter): def __init__(self, values, nat_rep='NaT', date_format=None, **kwargs): super(Datetime64Formatter, self).__init__(values, **kwargs) self.nat_rep = nat_rep self.date_format = date_format def _format_strings(self): """ we by definition have DO NOT have a TZ """ values = self.values if not isinstance(values, DatetimeIndex): values = DatetimeIndex(values) if self.formatter is not None and callable(self.formatter): return [self.formatter(x) for x in values] fmt_values = format_array_from_datetime( values.asi8.ravel(), format=_get_format_datetime64_from_values(values, self.date_format), na_rep=self.nat_rep).reshape(values.shape) return fmt_values.tolist() class IntervalArrayFormatter(GenericArrayFormatter): def __init__(self, values, *args, **kwargs): GenericArrayFormatter.__init__(self, values, *args, **kwargs) def _format_strings(self): formatter = self.formatter or str fmt_values = np.array([formatter(x) for x in self.values]) return fmt_values class PeriodArrayFormatter(IntArrayFormatter): def _format_strings(self): from pandas.core.indexes.period import IncompatibleFrequency try: values = PeriodIndex(self.values).to_native_types() except IncompatibleFrequency: # periods may contains different freq values = Index(self.values, dtype='object').to_native_types() formatter = self.formatter or (lambda x: '{x}'.format(x=x)) fmt_values = [formatter(x) for x in values] return fmt_values class CategoricalArrayFormatter(GenericArrayFormatter): def __init__(self, values, *args, **kwargs): GenericArrayFormatter.__init__(self, values, *args, **kwargs) def _format_strings(self): fmt_values = format_array(self.values.get_values(), self.formatter, float_format=self.float_format, na_rep=self.na_rep, digits=self.digits, space=self.space, justify=self.justify) return fmt_values def format_percentiles(percentiles): """ Outputs rounded and formatted percentiles. Parameters ---------- percentiles : list-like, containing floats from interval [0,1] Returns ------- formatted : list of strings Notes ----- Rounding precision is chosen so that: (1) if any two elements of ``percentiles`` differ, they remain different after rounding (2) no entry is *rounded* to 0% or 100%. Any non-integer is always rounded to at least 1 decimal place. Examples -------- Keeps all entries different after rounding: >>> format_percentiles([0.01999, 0.02001, 0.5, 0.666666, 0.9999]) ['1.999%', '2.001%', '50%', '66.667%', '99.99%'] No element is rounded to 0% or 100% (unless already equal to it). Duplicates are allowed: >>> format_percentiles([0, 0.5, 0.02001, 0.5, 0.666666, 0.9999]) ['0%', '50%', '2.0%', '50%', '66.67%', '99.99%'] """ percentiles = np.asarray(percentiles) # It checks for np.NaN as well with np.errstate(invalid='ignore'): if not is_numeric_dtype(percentiles) or not np.all(percentiles >= 0) \ or not np.all(percentiles <= 1): raise ValueError("percentiles should all be in the interval [0,1]") percentiles = 100 * percentiles int_idx = (percentiles.astype(int) == percentiles) if np.all(int_idx): out = percentiles.astype(int).astype(str) return [i + '%' for i in out] unique_pcts = np.unique(percentiles) to_begin = unique_pcts[0] if unique_pcts[0] > 0 else None to_end = 100 - unique_pcts[-1] if unique_pcts[-1] < 100 else None # Least precision that keeps percentiles unique after rounding prec = -np.floor(np.log10(np.min( np.ediff1d(unique_pcts, to_begin=to_begin, to_end=to_end) ))).astype(int) prec = max(1, prec) out = np.empty_like(percentiles, dtype=object) out[int_idx] = percentiles[int_idx].astype(int).astype(str) out[~int_idx] = percentiles[~int_idx].round(prec).astype(str) return [i + '%' for i in out] def _is_dates_only(values): # return a boolean if we are only dates (and don't have a timezone) values = DatetimeIndex(values) if values.tz is not None: return False values_int = values.asi8 consider_values = values_int != iNaT one_day_nanos = (86400 * 1e9) even_days = np.logical_and(consider_values, values_int % int(one_day_nanos) != 0).sum() == 0 if even_days: return True return False def _format_datetime64(x, tz=None, nat_rep='NaT'): if x is None or (is_scalar(x) and isna(x)): return nat_rep if tz is not None or not isinstance(x, Timestamp): if getattr(x, 'tzinfo', None) is not None: x = Timestamp(x).tz_convert(tz) else: x = Timestamp(x).tz_localize(tz) return str(x) def _format_datetime64_dateonly(x, nat_rep='NaT', date_format=None): if x is None or (is_scalar(x) and isna(x)): return nat_rep if not isinstance(x, Timestamp): x = Timestamp(x) if date_format: return x.strftime(date_format) else: return x._date_repr def _get_format_datetime64(is_dates_only, nat_rep='NaT', date_format=None): if is_dates_only: return lambda x, tz=None: _format_datetime64_dateonly( x, nat_rep=nat_rep, date_format=date_format) else: return lambda x, tz=None: _format_datetime64(x, tz=tz, nat_rep=nat_rep) def _get_format_datetime64_from_values(values, date_format): """ given values and a date_format, return a string format """ is_dates_only = _is_dates_only(values) if is_dates_only: return date_format or "%Y-%m-%d" return date_format class Datetime64TZFormatter(Datetime64Formatter): def _format_strings(self): """ we by definition have a TZ """ values = self.values.astype(object) is_dates_only = _is_dates_only(values) formatter = (self.formatter or _get_format_datetime64(is_dates_only, date_format=self.date_format)) fmt_values = [formatter(x) for x in values] return fmt_values class Timedelta64Formatter(GenericArrayFormatter): def __init__(self, values, nat_rep='NaT', box=False, **kwargs): super(Timedelta64Formatter, self).__init__(values, **kwargs) self.nat_rep = nat_rep self.box = box def _format_strings(self): formatter = (self.formatter or _get_format_timedelta64(self.values, nat_rep=self.nat_rep, box=self.box)) fmt_values = np.array([formatter(x) for x in self.values]) return fmt_values def _get_format_timedelta64(values, nat_rep='NaT', box=False): """ Return a formatter function for a range of timedeltas. These will all have the same format argument If box, then show the return in quotes """ values_int = values.astype(np.int64) consider_values = values_int != iNaT one_day_nanos = (86400 * 1e9) even_days = np.logical_and(consider_values, values_int % one_day_nanos != 0).sum() == 0 all_sub_day = np.logical_and( consider_values, np.abs(values_int) >= one_day_nanos).sum() == 0 if even_days: format = None elif all_sub_day: format = 'sub_day' else: format = 'long' def _formatter(x): if x is None or (is_scalar(x) and isna(x)): return nat_rep if not isinstance(x, Timedelta): x = Timedelta(x) result = x._repr_base(format=format) if box: result = "'{res}'".format(res=result) return result return _formatter def _make_fixed_width(strings, justify='right', minimum=None, adj=None): if len(strings) == 0 or justify == 'all': return strings if adj is None: adj = _get_adjustment() max_len = max(adj.len(x) for x in strings) if minimum is not None: max_len = max(minimum, max_len) conf_max = get_option("display.max_colwidth") if conf_max is not None and max_len > conf_max: max_len = conf_max def just(x): if conf_max is not None: if (conf_max > 3) & (adj.len(x) > max_len): x = x[:max_len - 3] + '...' return x strings = [just(x) for x in strings] result = adj.justify(strings, max_len, mode=justify) return result def _trim_zeros(str_floats, na_rep='NaN'): """ Trims zeros, leaving just one before the decimal points if need be. """ trimmed = str_floats def _cond(values): non_na = [x for x in values if x != na_rep] return (len(non_na) > 0 and all(x.endswith('0') for x in non_na) and not (any(('e' in x) or ('E' in x) for x in non_na))) while _cond(trimmed): trimmed = [x[:-1] if x != na_rep else x for x in trimmed] # leave one 0 after the decimal points if need be. return [x + "0" if x.endswith('.') and x != na_rep else x for x in trimmed] def _has_names(index): if isinstance(index, ABCMultiIndex): return com._any_not_none(*index.names) else: return index.name is not None class EngFormatter(object): """ Formats float values according to engineering format. Based on matplotlib.ticker.EngFormatter """ # The SI engineering prefixes ENG_PREFIXES = { -24: "y", -21: "z", -18: "a", -15: "f", -12: "p", -9: "n", -6: "u", -3: "m", 0: "", 3: "k", 6: "M", 9: "G", 12: "T", 15: "P", 18: "E", 21: "Z", 24: "Y" } def __init__(self, accuracy=None, use_eng_prefix=False): self.accuracy = accuracy self.use_eng_prefix = use_eng_prefix def __call__(self, num): """ Formats a number in engineering notation, appending a letter representing the power of 1000 of the original number. Some examples: >>> format_eng(0) # for self.accuracy = 0 ' 0' >>> format_eng(1000000) # for self.accuracy = 1, # self.use_eng_prefix = True ' 1.0M' >>> format_eng("-1e-6") # for self.accuracy = 2 # self.use_eng_prefix = False '-1.00E-06' @param num: the value to represent @type num: either a numeric value or a string that can be converted to a numeric value (as per decimal.Decimal constructor) @return: engineering formatted string """ import decimal import math dnum = decimal.Decimal(str(num)) if decimal.Decimal.is_nan(dnum): return 'NaN' if decimal.Decimal.is_infinite(dnum): return 'inf' sign = 1 if dnum < 0: # pragma: no cover sign = -1 dnum = -dnum if dnum != 0: pow10 = decimal.Decimal(int(math.floor(dnum.log10() / 3) * 3)) else: pow10 = decimal.Decimal(0) pow10 = pow10.min(max(self.ENG_PREFIXES.keys())) pow10 = pow10.max(min(self.ENG_PREFIXES.keys())) int_pow10 = int(pow10) if self.use_eng_prefix: prefix = self.ENG_PREFIXES[int_pow10] else: if int_pow10 < 0: prefix = 'E-{pow10:02d}'.format(pow10=-int_pow10) else: prefix = 'E+{pow10:02d}'.format(pow10=int_pow10) mant = sign * dnum / (10**pow10) if self.accuracy is None: # pragma: no cover format_str = u("{mant: g}{prefix}") else: format_str = (u("{{mant: .{acc:d}f}}{{prefix}}") .format(acc=self.accuracy)) formatted = format_str.format(mant=mant, prefix=prefix) return formatted # .strip() def set_eng_float_format(accuracy=3, use_eng_prefix=False): """ Alter default behavior on how float is formatted in DataFrame. Format float in engineering format. By accuracy, we mean the number of decimal digits after the floating point. See also EngFormatter. """ set_option("display.float_format", EngFormatter(accuracy, use_eng_prefix)) set_option("display.column_space", max(12, accuracy + 9)) def _binify(cols, line_width): adjoin_width = 1 bins = [] curr_width = 0 i_last_column = len(cols) - 1 for i, w in enumerate(cols): w_adjoined = w + adjoin_width curr_width += w_adjoined if i_last_column == i: wrap = curr_width + 1 > line_width and i > 0 else: wrap = curr_width + 2 > line_width and i > 0 if wrap: bins.append(i) curr_width = w_adjoined bins.append(len(cols)) return bins def get_level_lengths(levels, sentinel=''): """For each index in each level the function returns lengths of indexes. Parameters ---------- levels : list of lists List of values on for level. sentinel : string, optional Value which states that no new index starts on there. Returns ---------- Returns list of maps. For each level returns map of indexes (key is index in row and value is length of index). """ if len(levels) == 0: return [] control = [True] * len(levels[0]) result = [] for level in levels: last_index = 0 lengths = {} for i, key in enumerate(level): if control[i] and key == sentinel: pass else: control[i] = False lengths[last_index] = i - last_index last_index = i lengths[last_index] = len(level) - last_index result.append(lengths) return result def buffer_put_lines(buf, lines): """ Appends lines to a buffer. Parameters ---------- buf The buffer to write to lines The lines to append. """ if any(isinstance(x, compat.text_type) for x in lines): lines = [compat.text_type(x) for x in lines] buf.write('\n'.join(lines))
34.281505
79
0.569433
9fac54448d0df771ce8ed78f7dd7fe2b68479f0a
1,273
py
Python
tdapi_test.py
KloudTrader/tdameritrade
54097b616a496da0692c12bb9858f62163ee7909
[ "MIT" ]
31
2017-07-08T20:13:19.000Z
2021-06-17T14:29:26.000Z
tdapi_test.py
KloudTrader/tdameritrade
54097b616a496da0692c12bb9858f62163ee7909
[ "MIT" ]
5
2017-11-16T20:56:15.000Z
2019-11-23T18:49:06.000Z
tdapi_test.py
dharmez/td-ameritrade
9a2f59bb8bfb3c94c4184c862bbc8964f1e67fdf
[ "MIT" ]
22
2017-02-22T00:31:13.000Z
2021-09-21T07:57:53.000Z
from tdapi import TDAmeritradeAPI import getpass import argparse import pandas as pd import datetime def main(): parser = argparse.ArgumentParser() parser.add_argument('sourceid', help="API key provided by TD Ameritrade") parser.add_argument('userid') parser.add_argument('ticker', default='AMZN') args = parser.parse_args() #print args.sourceid #print args.userid if not (args.sourceid and args.userid): parser.print_help() pwd = getpass.getpass() td = TDAmeritradeAPI(args.sourceid) td.login(args.userid, pwd) print('Getting snapshot quote for %s' % args.ticker) quoteList = td.getSnapshotQuote([args.ticker],'stock',True) print(quoteList[args.ticker]) print('Getting price history') dt = datetime.datetime.now() df = td.getPriceHistory(args.ticker, intervalType='DAILY', intervalDuration='1', periodType='MONTH', period='6', startdate=None, enddate=dt.strftime('%Y%m%d'), extended=None) print(df) print('Getting binary option chain for %s' % args.ticker) chain = td.getBinaryOptionChain(args.ticker) print('Returned %d contracts. First 10:' % len(chain)) for option in chain[:10]: print(option) td.logout() if __name__ == '__main__': main()
28.931818
104
0.684211
3185cd55bc768e5546f1aceb5ef627632892ce2a
24,741
py
Python
src/ralph/back_office/models.py
Russell-IO/ralph
7c1f2369b39c894dce9cf511051f5593db452dc6
[ "Apache-2.0" ]
1
2019-04-15T04:10:21.000Z
2019-04-15T04:10:21.000Z
src/ralph/back_office/models.py
hq-git/ralph
e2448caf02d6e5abfd81da2cff92aefe0a534883
[ "Apache-2.0" ]
null
null
null
src/ralph/back_office/models.py
hq-git/ralph
e2448caf02d6e5abfd81da2cff92aefe0a534883
[ "Apache-2.0" ]
null
null
null
# -*- coding: utf-8 -*- import datetime import logging import os import re import tempfile from functools import partial from dj.choices import Choices, Country from django import forms from django.conf import settings from django.contrib.auth import get_user_model from django.core.exceptions import ImproperlyConfigured from django.core.mail import EmailMessage from django.db import models, transaction from django.forms import ValidationError from django.template import Context, Template from django.utils import timezone from django.utils.translation import ugettext_lazy as _ from ralph.accounts.models import Regionalizable from ralph.assets.country_utils import iso2_to_iso3 from ralph.assets.models.assets import ( Asset, AssetLastHostname, AssetModel, ServiceEnvironment ) from ralph.assets.utils import move_parents_models from ralph.attachments.helpers import add_attachment_from_disk from ralph.lib.external_services import ExternalService, obj_to_dict from ralph.lib.hooks import get_hook from ralph.lib.mixins.fields import NullableCharField from ralph.lib.mixins.models import ( AdminAbsoluteUrlMixin, NamedMixin, TimeStampMixin ) from ralph.lib.transitions.conf import get_report_name_for_transition_id from ralph.lib.transitions.decorators import transition_action from ralph.lib.transitions.fields import TransitionField from ralph.lib.transitions.models import Transition from ralph.licences.models import BaseObjectLicence, Licence from ralph.reports.models import Report, ReportLanguage IMEI_UNTIL_2003 = re.compile(r'^\d{6} *\d{2} *\d{6} *\d$') IMEI_SINCE_2003 = re.compile(r'^\d{8} *\d{6} *\d$') ASSET_HOSTNAME_TEMPLATE = getattr(settings, 'ASSET_HOSTNAME_TEMPLATE', None) if not ASSET_HOSTNAME_TEMPLATE: raise ImproperlyConfigured('"ASSET_HOSTNAME_TEMPLATE" must be specified.') logger = logging.getLogger(__name__) class Warehouse( AdminAbsoluteUrlMixin, NamedMixin, TimeStampMixin, models.Model ): _allow_in_dashboard = True stocktaking_enabled = models.BooleanField(default=False) stocktaking_tag_suffix = models.CharField( max_length=8, default='', blank=True ) class BackOfficeAssetStatus(Choices): _ = Choices.Choice new = _("new") in_progress = _("in progress") waiting_for_release = _("waiting for release") used = _("in use") loan = _("loan") damaged = _("damaged") liquidated = _("liquidated") in_service = _("in service") installed = _("installed") free = _("free") reserved = _("reserved") sale = _("sale") loan_in_progress = _("loan in progress") return_in_progress = _("return in progress") class OfficeInfrastructure( AdminAbsoluteUrlMixin, NamedMixin, TimeStampMixin, models.Model ): class Meta: verbose_name = _('Office Infrastructure') verbose_name_plural = _('Office Infrastructures') def _is_field_in_transition_actions(actions, field_name): """ Returns True if there is field with given name in one of actions. """ for action in actions: if field_name in getattr(action, 'form_fields', {}): return True return False def get_user_iso3_country_name(user): """ :param user: instance of django.contrib.auth.models.User which has profile with country attribute """ country_name = Country.name_from_id(int(user.country)) iso3_country_name = iso2_to_iso3(country_name) return iso3_country_name def _check_assets_owner(instances, **kwargs): errors = {} requester = kwargs.get('requester', None) if not requester: return {'__all__': _('requester must be specified')} for instance in instances: if requester and instance.owner != requester: errors[instance] = _('requester is not an owner of the asset') return errors def _check_assets_user(instances, **kwargs): errors = {} requester = kwargs.get('requester', None) if not requester: return {'__all__': _('requester must be specified')} for instance in instances: if requester and instance.user != requester: errors[instance] = _('requester is not an user of the asset') return errors def _check_user_assigned(instances, **kwargs): errors = {} for instance in instances: if not instance.user: errors[instance] = _('user not assigned') return errors def autocomplete_user(actions, objects, field_name='user'): """ Returns default value for user transition field. When multiple assets are selected, default user/owner is returned only if all assets have the same user assigned. Otherwise None will be returned. Args: actions: Transition action list objects: Django models objects field_name: String of name for user field Returns: String value of user pk """ users = [getattr(obj, field_name, None) for obj in objects] if len(set(users)) == 1 and users[0]: return str(users[0].pk) else: return None class BackOfficeAsset(Regionalizable, Asset): _allow_in_dashboard = True warehouse = models.ForeignKey(Warehouse, on_delete=models.PROTECT) owner = models.ForeignKey( settings.AUTH_USER_MODEL, null=True, blank=True, related_name='assets_as_owner', ) user = models.ForeignKey( settings.AUTH_USER_MODEL, null=True, blank=True, related_name='assets_as_user', ) location = models.CharField(max_length=128, null=True, blank=True) purchase_order = models.CharField(max_length=50, null=True, blank=True) loan_end_date = models.DateField( null=True, blank=True, default=None, verbose_name=_('Loan end date'), ) status = TransitionField( default=BackOfficeAssetStatus.new.id, choices=BackOfficeAssetStatus(), ) imei = NullableCharField( max_length=18, null=True, blank=True, unique=True ) office_infrastructure = models.ForeignKey( OfficeInfrastructure, null=True, blank=True ) class Meta: verbose_name = _('Back Office Asset') verbose_name_plural = _('Back Office Assets') @property def country_code(self): iso2 = Country.name_from_id(int(self.region.country)).upper() return iso2_to_iso3(iso2) def __str__(self): return '{} (BC: {} / SN: {})'.format( self.hostname or '-', self.barcode or '-', self.sn or '-' ) def __repr__(self): return '<BackOfficeAsset: {}>'.format(self.id) def validate_imei(self): return IMEI_SINCE_2003.match(self.imei) or \ IMEI_UNTIL_2003.match(self.imei) def clean(self): super().clean() if self.imei and not self.validate_imei(): raise ValidationError({ 'imei': _('%(imei)s is not IMEI format') % {'imei': self.imei} }) def is_liquidated(self, date=None): date = date or datetime.date.today() # check if asset has status 'liquidated' and if yes, check if it has # this status on given date if ( self.status == BackOfficeAssetStatus.liquidated and self._liquidated_at(date) ): return True return False def generate_hostname(self, commit=True, template_vars=None): def render_template(template): template = Template(template) context = Context(template_vars or {}) return template.render(context) logger.warning( 'Generating new hostname for {} using {} old hostname {}'.format( self, template_vars, self.hostname ) ) prefix = render_template( ASSET_HOSTNAME_TEMPLATE.get('prefix', ''), ) postfix = render_template( ASSET_HOSTNAME_TEMPLATE.get('postfix', ''), ) counter_length = ASSET_HOSTNAME_TEMPLATE.get('counter_length', 5) last_hostname = AssetLastHostname.increment_hostname(prefix, postfix) self.hostname = last_hostname.formatted_hostname(fill=counter_length) if commit: self.save() # TODO: add message when hostname was changed def _try_assign_hostname(self, commit=False, country=None, force=False): if self.model.category and self.model.category.code: template_vars = { 'code': self.model.category.code, 'country_code': country or self.country_code, } if ( force or not self.hostname or self.country_code not in self.hostname ): self.generate_hostname(commit, template_vars) @classmethod def get_autocomplete_queryset(cls): return cls._default_manager.exclude( status=BackOfficeAssetStatus.liquidated.id ) @classmethod @transition_action( form_fields={ 'user': { 'field': forms.CharField(label=_('User')), 'autocomplete_field': 'user', 'default_value': partial(autocomplete_user, field_name='user') } }, run_after=['unassign_user'] ) def assign_user(cls, instances, **kwargs): user = get_user_model().objects.get(pk=int(kwargs['user'])) for instance in instances: instance.user = user @classmethod @transition_action( form_fields={ 'owner': { 'field': forms.CharField(label=_('Owner')), 'autocomplete_field': 'owner', 'default_value': partial(autocomplete_user, field_name='owner') } }, help_text=_( 'During this transition owner will be assigned as well as new ' 'hostname might be generated for asset (only for particular model ' 'categories and only if owner\'s country has changed)' ), run_after=['unassign_owner'] ) def assign_owner(cls, instances, **kwargs): owner = get_user_model().objects.get(pk=int(kwargs['owner'])) for instance in instances: instance.owner = owner @classmethod @transition_action( form_fields={ 'licences': { 'field': forms.ModelMultipleChoiceField( queryset=Licence.objects.all(), label=_('Licence'), required=False, ), 'autocomplete_field': 'licence', 'autocomplete_model': 'licences.BaseObjectLicence', 'widget_options': {'multi': True}, } }, run_after=['unassign_licences'] ) def assign_licence(cls, instances, **kwargs): for instance in instances: for obj in kwargs['licences']: BaseObjectLicence.objects.get_or_create( base_object=instance, licence_id=obj.id, ) @classmethod @transition_action( run_after=['loan_report', 'return_report'] ) def unassign_owner(cls, instances, **kwargs): for instance in instances: kwargs['history_kwargs'][instance.pk][ 'affected_owner' ] = str(instance.owner) instance.owner = None @classmethod @transition_action( run_after=['loan_report', 'return_report'] ) def unassign_user(cls, instances, **kwargs): for instance in instances: kwargs['history_kwargs'][instance.pk][ 'affected_user' ] = str(instance.user) instance.user = None @classmethod @transition_action( form_fields={ 'loan_end_date': { 'field': forms.DateField( label=_('Loan end date'), widget=forms.TextInput(attrs={'class': 'datepicker'}) ) } }, ) def assign_loan_end_date(cls, instances, **kwargs): for instance in instances: instance.loan_end_date = kwargs['loan_end_date'] @classmethod @transition_action() def unassign_loan_end_date(cls, instances, **kwargs): for instance in instances: instance.loan_end_date = None @classmethod @transition_action( form_fields={ 'warehouse': { 'field': forms.CharField(label=_('Warehouse')), 'autocomplete_field': 'warehouse' } } ) def assign_warehouse(cls, instances, **kwargs): warehouse = Warehouse.objects.get(pk=int(kwargs['warehouse'])) for instance in instances: instance.warehouse = warehouse @classmethod @transition_action( form_fields={ 'office_infrastructure': { 'field': forms.CharField(label=_('Office infrastructure')), 'autocomplete_field': 'office_infrastructure' } }, ) def assign_office_infrastructure(cls, instances, **kwargs): office_inf = OfficeInfrastructure.objects.get( pk=int(kwargs['office_infrastructure']) ) for instance in instances: instance.office_infrastructure = office_inf @classmethod @transition_action( form_fields={ 'remarks': { 'field': forms.CharField(label=_('Remarks')), } } ) def add_remarks(cls, instances, **kwargs): for instance in instances: instance.remarks = '{}\n{}'.format( instance.remarks, kwargs['remarks'] ) @classmethod @transition_action( form_fields={ 'task_url': { 'field': forms.URLField(label=_('task URL')), } } ) def assign_task_url(cls, instances, **kwargs): for instance in instances: instance.task_url = kwargs['task_url'] @classmethod @transition_action() def unassign_licences(cls, instances, **kwargs): BaseObjectLicence.objects.filter(base_object__in=instances).delete() @classmethod @transition_action( form_fields={ 'country': { 'field': forms.ChoiceField( label=_('Country'), choices=Country(), **{ 'initial': Country.from_name( settings.CHANGE_HOSTNAME_ACTION_DEFAULT_COUNTRY.lower() # noqa: E501 ).id } if settings.CHANGE_HOSTNAME_ACTION_DEFAULT_COUNTRY else {} ), } }, ) def change_hostname(cls, instances, **kwargs): country_id = kwargs['country'] country_name = Country.name_from_id(int(country_id)).upper() iso3_country_name = iso2_to_iso3(country_name) for instance in instances: instance._try_assign_hostname( country=iso3_country_name, force=True ) @classmethod @transition_action( form_fields={ 'user': { 'field': forms.CharField(label=_('User')), 'autocomplete_field': 'user', }, 'owner': { 'field': forms.CharField(label=_('Owner')), 'autocomplete_field': 'owner', 'condition': lambda obj, actions: bool(obj.owner), } } ) def change_user_and_owner(cls, instances, **kwargs): UserModel = get_user_model() # noqa user_id = kwargs.get('user', None) user = UserModel.objects.get(id=user_id) owner_id = kwargs.get('owner', None) for instance in instances: instance.user = user if not owner_id: instance.owner = user else: instance.owner = UserModel.objects.get(id=owner_id) instance.location = user.location @classmethod def _generate_report(cls, name, requester, instances, language): report = Report.objects.get(name=name) template = report.templates.filter(language=language).first() if not template: template = report.templates.filter(default=True).first() template_content = '' with open(template.template.path, 'rb') as f: template_content = f.read() data_instances = [ { 'sn': obj.sn, 'model': str(obj.model), 'imei': obj.imei, 'barcode': obj.barcode, } for obj in instances ] service_pdf = ExternalService('PDF') result = service_pdf.run( template=template_content, data={ 'id': ', '.join([str(obj.id) for obj in instances]), 'now': datetime.datetime.now(), 'logged_user': obj_to_dict(requester), 'affected_user': obj_to_dict(instances[0].user), 'owner': obj_to_dict(instances[0].owner), 'assets': data_instances, } ) filename = "_".join([ timezone.now().isoformat()[:10], instances[0].user.get_full_name().lower().replace(' ', '-'), name, ]) + '.pdf' with tempfile.TemporaryDirectory() as tmp_dirpath: output_path = os.path.join(tmp_dirpath, filename) with open(output_path, 'wb') as f: f.write(result) return add_attachment_from_disk( instances, output_path, requester, _('Document autogenerated by {} transition.').format(name) ) @classmethod @transition_action(precondition=_check_assets_owner) def must_be_owner_of_asset(cls, instances, **kwargs): """Only a precondition matters""" pass @classmethod @transition_action(precondition=_check_assets_user) def must_be_user_of_asset(cls, instances, **kwargs): """Only a precondition matters""" pass @classmethod @transition_action( form_fields={ 'accept': { 'field': forms.BooleanField( label=_( 'I have read and fully understand and ' 'accept the agreement.' ) ) }, } ) def accept_asset_release_agreement(cls, instances, requester, **kwargs): pass @classmethod @transition_action( run_after=['release_report'] ) def assign_requester_as_an_owner(cls, instances, requester, **kwargs): """Assign current user as an owner""" for instance in instances: instance.owner = requester instance.save() @classmethod @transition_action( form_fields={ 'report_language': { 'field': forms.ModelChoiceField( label=_('Release report language'), queryset=ReportLanguage.objects.all().order_by('-default'), empty_label=None ), 'exclude_from_history': True } }, return_attachment=True, run_after=['assign_owner', 'assign_user'] ) def release_report(cls, instances, requester, transition_id, **kwargs): report_name = get_report_name_for_transition_id(transition_id) return cls._generate_report( instances=instances, name=report_name, requester=requester, language=kwargs['report_language'] ) @classmethod @transition_action(run_after=['release_report', 'return_report', 'loan_report']) def send_attachments_to_user(cls, requester, transition_id, **kwargs): if kwargs.get('attachments'): transition = Transition.objects.get(pk=transition_id) context_func = get_hook( 'back_office.transition_action.email_context' ) context = context_func(transition_name=transition.name) email = EmailMessage( subject=context.subject, body=context.body, from_email=context.from_email, to=[requester.email] ) for attachment in kwargs['attachments']: email.attach_file(attachment.file.path) email.send() @classmethod @transition_action( form_fields={ 'report_language': { 'field': forms.ModelChoiceField( label=_('Return report language'), queryset=ReportLanguage.objects.all().order_by('-default'), empty_label=None ), 'exclude_from_history': True }, }, return_attachment=True, precondition=_check_user_assigned, ) def return_report(cls, instances, requester, **kwargs): return cls._generate_report( instances=instances, name='return', requester=requester, language=kwargs['report_language'] ) @classmethod @transition_action( form_fields={ 'report_language': { 'field': forms.ModelChoiceField( label=_('Loan report language'), queryset=ReportLanguage.objects.all().order_by('-default'), empty_label=None ), 'exclude_from_history': True } }, return_attachment=True, run_after=['assign_owner', 'assign_user', 'assign_loan_end_date'] ) def loan_report(cls, instances, requester, **kwargs): return cls._generate_report( name='loan', requester=requester, instances=instances, language=kwargs['report_language'] ) @classmethod @transition_action( verbose_name=_('Convert to DataCenter Asset'), disable_save_object=True, only_one_action=True, form_fields={ 'rack': { 'field': forms.CharField(label=_('Rack')), 'autocomplete_field': 'rack', 'autocomplete_model': 'data_center.DataCenterAsset' }, 'position': { 'field': forms.IntegerField(label=_('Position')), }, 'model': { 'field': forms.CharField(label=_('Model')), 'autocomplete_field': 'model', 'autocomplete_model': 'data_center.DataCenterAsset' }, 'service_env': { 'field': forms.CharField(label=_('Service env')), 'autocomplete_field': 'service_env', 'autocomplete_model': 'data_center.DataCenterAsset' } } ) def convert_to_data_center_asset(cls, instances, **kwargs): from ralph.data_center.models.physical import DataCenterAsset, Rack # noqa from ralph.back_office.helpers import bo_asset_to_dc_asset_status_converter # noqa with transaction.atomic(): for i, instance in enumerate(instances): data_center_asset = DataCenterAsset() data_center_asset.rack = Rack.objects.get(pk=kwargs['rack']) data_center_asset.position = kwargs['position'] data_center_asset.service_env = ServiceEnvironment.objects.get( pk=kwargs['service_env'] ) data_center_asset.model = AssetModel.objects.get( pk=kwargs['model'] ) target_status = int( Transition.objects.values_list('target', flat=True).get(pk=kwargs['transition_id']) # noqa ) data_center_asset.status = bo_asset_to_dc_asset_status_converter( # noqa instance.status, target_status ) move_parents_models( instance, data_center_asset, exclude_copy_fields=[ 'rack', 'model', 'service_env', 'status' ] ) data_center_asset.save() # Save new asset to list, required to redirect url. # RunTransitionView.get_success_url() instances[i] = data_center_asset @classmethod @transition_action() def assign_hostname_if_empty_or_country_not_match( cls, instances, **kwargs ): for instance in instances: instance._try_assign_hostname(commit=False, force=False)
33.845417
111
0.592498
fb091ad40b8b7523ea2848f9f06a3b58390a6b2b
4,846
py
Python
tests/test_pytest_zigzag_config.py
ryan-rs/pytest-zigzag
7116357ab680a5a9bac47af3ac428f706cee0e93
[ "Apache-2.0" ]
1
2021-01-19T23:59:54.000Z
2021-01-19T23:59:54.000Z
tests/test_pytest_zigzag_config.py
ryan-rs/pytest-zigzag
7116357ab680a5a9bac47af3ac428f706cee0e93
[ "Apache-2.0" ]
3
2018-08-23T19:44:46.000Z
2019-02-21T22:04:29.000Z
tests/test_pytest_zigzag_config.py
ryan-rs/pytest-zigzag
7116357ab680a5a9bac47af3ac428f706cee0e93
[ "Apache-2.0" ]
3
2018-08-17T00:37:15.000Z
2018-08-21T14:54:56.000Z
# -*- coding: utf-8 -*- # ====================================================================================================================== # Imports # ====================================================================================================================== from __future__ import absolute_import import pytest from json import dump # noinspection PyProtectedMember from _pytest.outcomes import Exit # noinspection PyProtectedMember from pytest_zigzag import _load_config_file # ====================================================================================================================== # Fixtures # ====================================================================================================================== @pytest.fixture(scope='module') def invalid_pytest_zigzag_json_config(tmpdir_factory): """Create an invalid 'pytest-zigzag-config' on disk. Args: tmpdir_factory (_pytest.tmpdir.TempdirFactory): Create a temp directory. Returns: str: Path to config file. """ config = { "not_quite_right": [ "var1", "var2", "var3" ] } config_path = tmpdir_factory.mktemp('data').join('invalid_config.json').strpath with open(str(config_path), 'w') as f: dump(config, f) return config_path @pytest.fixture(scope='module') def invalid_json_file(tmpdir_factory): """Create an invalid JSON on disk. Args: tmpdir_factory (_pytest.tmpdir.TempdirFactory): Create a temp directory. Returns: str: Path to config file. """ config_path = tmpdir_factory.mktemp('data').join('invalid.json').strpath with open(str(config_path), 'w') as f: f.write('!!!!This is not valid json!!!!!') return config_path @pytest.fixture(scope='module') def valid_json_file_with_job_name(tmpdir_factory): """Create a valid JSON on disk. Args: tmpdir_factory (_pytest.tmpdir.TempdirFactory): Create a temp directory. Returns: str: Path to config file. """ config_path = tmpdir_factory.mktemp('data').join('valid.json').strpath with open(str(config_path), 'w') as f: f.write(""" { "pytest_zigzag_env_vars": { "BUILD_URL": null, "BUILD_NUMBER": null, "RE_JOB_ACTION": null, "RE_JOB_IMAGE": null, "RE_JOB_SCENARIO": null, "RE_JOB_BRANCH": null, "RPC_RELEASE": null, "RPC_PRODUCT_RELEASE": null, "OS_ARTIFACT_SHA": null, "PYTHON_ARTIFACT_SHA": null, "APT_ARTIFACT_SHA": null, "REPO_URL": null, "GIT_URL": null, "JOB_NAME": "foo", "MOLECULE_TEST_REPO": null, "MOLECULE_SCENARIO_NAME": null, "PATH_TO_TEST_EXEC_DIR": null, "MOLECULE_GIT_COMMIT": null, "GIT_COMMIT": null } } """) return config_path # ====================================================================================================================== # Tests # ====================================================================================================================== def test_invalid_config_file(invalid_pytest_zigzag_json_config): """Verify that config files that do not comply with the schema are rejected. Args: invalid_pytest_zigzag_json_config (str): Path to config file. """ # Expect error_msg = 'does not comply with schema:' # Test with pytest.raises(Exit) as e: _load_config_file(invalid_pytest_zigzag_json_config) assert error_msg in str(e) def test_invalid_json_config_file(invalid_json_file): """Verify that config files that do not contain valid JSON are rejected. Args: invalid_json_file (str): Path to config file. """ # Expect error_msg = 'file is not valid JSON' # Test with pytest.raises(Exit) as e: _load_config_file(invalid_json_file) assert error_msg in str(e) def test_valid_json_config_file(valid_json_file_with_job_name): """Verify that config files that contain valid JSON are not rejected. Args: valid_json_file_with_job_name (str): Path to config file. """ # Test _load_config_file(valid_json_file_with_job_name) def test_valid_json_config_file_string(valid_json_file_with_job_name): """Verify that config files can be customized. Args: valid_json_file_with_job_name(str): Path to config file. """ # Test config_dict = _load_config_file(valid_json_file_with_job_name) assert config_dict['pytest_zigzag_env_vars']['JOB_NAME'] == "foo" def test_invalid_config_file_path(): """Verify that an invalid config file path is rejected.""" # Expect error_msg = 'Failed to load' # Test with pytest.raises(Exit) as e: _load_config_file('/path/does/not/exist') assert error_msg in str(e)
27.378531
120
0.570161
933e26062aa5bb046d16c7da89513e2bcde71391
1,742
py
Python
salt/runners/diff.py
pwdng/salt
dea9cedfd6a78f810b0e51a9161bec9956379094
[ "Apache-2.0" ]
1
2019-04-16T11:09:50.000Z
2019-04-16T11:09:50.000Z
salt/runners/diff.py
rakyll/salt
63a497b9114784745712c77eeb3299d6e947c13f
[ "Apache-2.0" ]
null
null
null
salt/runners/diff.py
rakyll/salt
63a497b9114784745712c77eeb3299d6e947c13f
[ "Apache-2.0" ]
null
null
null
# -*- coding: utf-8 -*- ''' General map/reduce style salt-runner for aggregating identical results returned by several different minions. Aggregated results are sorted by the size of the minion pools which returned identical results. Useful for playing the game: " some of these things are not like the others... " when identifying discrepancies in a large infrastructure managed by salt. ''' import salt.client def hash(*args, **kwargs): ''' Return the aggregated and sorted results from a salt command submitted by a salt runner... CLI Example #1: ( functionally equivalent to "salt-run manage.up" ) salt-run diff.hash "*" test.ping CLI Example #2: ( find an "outlier" minion config file ) salt-run diff.hash "*" file.get_hash /etc/salt/minion ''' import hashlib tgt = args[0] cmd = args[1] client = salt.client.LocalClient(__opts__['conf_file']) minions = client.cmd(tgt, cmd, args[2:], timeout=__opts__['timeout']) ret = {} # hash minion return values as a string for minion in sorted(minions): h = hashlib.sha256(str(minions[minion])).hexdigest() if not h in ret: ret[h] = [] ret[h].append(minion) for k in sorted(ret, key=lambda k: len(ret[k]), reverse=True): # return aggregated results, sorted by size of the hash pool # TODO: use a custom outputter for better display results print 'minion pool:\n' \ '-----------' print ret[k] print 'pool size:\n' \ '---------' print ' ' + str(len(ret[k])) print 'result:\n' \ '------' print ' ' + str(minions[ret[k][0]]) print '\n' return ret
27.650794
80
0.604478
fb7a25fb400c30b167cb946a64670900034b910c
4,888
py
Python
irishep/datasets/spark_dataset.py
lgray/spark-hep-query
3157d31595da41e5eb0424b6e9c896a710fcfbd8
[ "Apache-2.0" ]
null
null
null
irishep/datasets/spark_dataset.py
lgray/spark-hep-query
3157d31595da41e5eb0424b6e9c896a710fcfbd8
[ "Apache-2.0" ]
null
null
null
irishep/datasets/spark_dataset.py
lgray/spark-hep-query
3157d31595da41e5eb0424b6e9c896a710fcfbd8
[ "Apache-2.0" ]
null
null
null
# Copyright (c) 2019, IRIS-HEP # All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # * Redistributions of source code must retain the above copyright notice, this # list of conditions and the following disclaimer. # # * Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # * Neither the name of the copyright holder nor the names of its # contributors may be used to endorse or promote products derived from # this software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE # DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE # FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL # DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR # SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER # CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, # OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # noinspection PyUnresolvedReferences from pyspark.sql.functions import lit, pandas_udf, PandasUDFType from pyspark.sql.types import DoubleType from irishep.datasets.dataset import Dataset class SparkDataset(Dataset): # There is no support in arrow for certain datatypes. Avoid exceptions by # casting the column to a supported datatype pyarrow_column_coverters = { "array<boolean>": lambda col: col.cast("array<int >") } def _pyarrow_compatble_column(self, col, col_type): """ Convert the colummn into a cast statement if the column's type is not supported by pyArrow :param col: Column Object :param col_type: Type name as a string :return: Column, or casted column """ if col_type in self.pyarrow_column_coverters: return self.pyarrow_column_coverters[col_type](col) else: return col def __init__(self, name, dataframe): super().__init__(name) if 'dataset' not in dataframe.columns: self.dataframe = dataframe.withColumn("dataset", lit(name)) else: self.dataframe = dataframe def count(self): return self.dataframe.count() @property def columns(self): """ Fetch the list of column names from the dataset :return: List of string column names """ return self.dataframe.columns @property def columns_with_types(self): """ Fetch the list of column names along with their datatypes :return: List of tuples with column name and datatype as string """ return self.dataframe.dtypes def select_columns(self, columns): """ Create a new dataset object that contains only the specified columns. For techincal reasons there are some identifying columns that will be included in the result even if they are not requested. Columns with a type that is not supported by pyarrow will be casted to a supported type :param columns: List of column names :return: New dataframe with only the requested columns """ columns2 = set(columns).union( ["dataset", "run", "luminosityBlock", "event"]) projected = self.dataframe.select(list(columns2)) columns3 = [self._pyarrow_compatble_column(projected[c[0]], c[1]) for c in projected.dtypes] return SparkDataset(name=self.name, dataframe=self.dataframe.select(list(columns3))) def show(self): """ Print out a friendly representation of the dataframe :return: None """ self.dataframe.show() def repartition(self, num_partitions): """ Distribute the dataframe across the given number of partitions :param num_partitions: Number of partitions :return: None """ self.dataframe = self.dataframe.repartition(num_partitions) def execute_udf(self, user_func): zpeak_udf = pandas_udf(user_func.function, DoubleType(), PandasUDFType.SCALAR) # The Describe operation forces the DAG to execute self.dataframe.select( zpeak_udf( *self.udf_arguments(user_func.physics_objects))).describe()
38.793651
80
0.683101
f3dac2f604053314b3fda69799974b76479fdf43
460
py
Python
tests/test_market.py
kt1202658/coincheck
4e1062f1e564cddceec2f6fb4d70fe3a3ab645bc
[ "MIT" ]
79
2015-04-07T03:42:18.000Z
2022-03-19T12:53:36.000Z
tests/test_market.py
kt1202658/coincheck
4e1062f1e564cddceec2f6fb4d70fe3a3ab645bc
[ "MIT" ]
8
2015-04-07T09:00:47.000Z
2017-08-25T13:07:29.000Z
tests/test_market.py
kt1202658/coincheck
4e1062f1e564cddceec2f6fb4d70fe3a3ab645bc
[ "MIT" ]
28
2015-09-28T14:03:08.000Z
2021-04-12T09:57:21.000Z
import sys,os current_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) sys.path.append(os.path.join(current_dir, '../')) from coincheck.market import Market def test_ticker(): m1 = Market() return m1.ticker() def test_trades(): m1 = Market() return m1.trades() def test_orderbooks(): m1 = Market() return m1.orderbooks() if __name__ == '__main__': print(test_ticker()) test_trades() test_orderbooks()
19.166667
73
0.673913
1620ef1f3003aec6dec22bd731cca77ef760e7cb
356
py
Python
soal_3.py
LeadyPramuditaPutri/Test-Arkademy-Batch-11
d0ec41de86fc08b933ea5d905b50f9ee3e0b7738
[ "Apache-2.0" ]
null
null
null
soal_3.py
LeadyPramuditaPutri/Test-Arkademy-Batch-11
d0ec41de86fc08b933ea5d905b50f9ee3e0b7738
[ "Apache-2.0" ]
null
null
null
soal_3.py
LeadyPramuditaPutri/Test-Arkademy-Batch-11
d0ec41de86fc08b933ea5d905b50f9ee3e0b7738
[ "Apache-2.0" ]
null
null
null
def segitiga(n) : for i in range(1,n+1) : for j in range(1,i) : print (" ",end="") for j in range(1,(n * 2 - (2 * i - 1)) +1) : if (i == 1 or j == 1 or j == (n * 2 - (2 * i - 1))) : print ("*", end="") else : print(" ", end="") print (""), n = int(input("masukkan angka : ")) segitiga(n)
19.777778
48
0.384831
2b1f1f4816cda178decd786c240be0c17ff5a3f0
345
py
Python
Browser.py
kifner-mateusz/PipeSubs
c104c51f525770766697836896039d15f8f7f2cf
[ "MIT" ]
null
null
null
Browser.py
kifner-mateusz/PipeSubs
c104c51f525770766697836896039d15f8f7f2cf
[ "MIT" ]
null
null
null
Browser.py
kifner-mateusz/PipeSubs
c104c51f525770766697836896039d15f8f7f2cf
[ "MIT" ]
null
null
null
import webbrowser class Browser: """ obsługuje otwieranie przeglądarki (myslałem że będzie tu więcej) """ def __init__(self): # TODO: możliwość wybrania przeglądarki self._browser_path = "" def open_webpage(self, url): """ Otwiera przeglądarkę z podanym url """ webbrowser.get().open(url, new=2)
24.642857
76
0.649275
32cc861728a1c05b199f2d471881dbc12b87489e
9,084
py
Python
app/settings.py
EncryptEx/myhackupc
3b7c8bce8528e61aab65c976a3c9b4a700210c09
[ "MIT" ]
null
null
null
app/settings.py
EncryptEx/myhackupc
3b7c8bce8528e61aab65c976a3c9b4a700210c09
[ "MIT" ]
null
null
null
app/settings.py
EncryptEx/myhackupc
3b7c8bce8528e61aab65c976a3c9b4a700210c09
[ "MIT" ]
null
null
null
""" Django settings for testP project. Generated by 'django-admin startproject' using Django 1.10.3. For more information on this file, see https://docs.djangoproject.com/en/1.10/topics/settings/ For the full list of settings and their values, see https://docs.djangoproject.com/en/1.10/ref/settings/ """ import os import dj_database_url from .hackathon_variables import * BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) # Quick-start development settings - unsuitable for production # See https://docs.djangoproject.com/en/1.10/howto/deployment/checklist/ # SECURITY WARNING: keep the secret key used in production secret! SECRET_KEY = os.environ.get('SECRET', ')6+vf9(1tihg@u8!+(0abk+y*#$3r$(-d=g5qhm@1&lo4pays&') # SECURITY WARNING: don't run with debug turned on in production! DEBUG = os.environ.get('PROD_MODE', "false").lower() == "false" ALLOWED_HOSTS = ['localhost', '127.0.0.1', '0.0.0.0'] # Application definition INSTALLED_APPS = [ 'django.contrib.admin', 'django.contrib.auth', 'django.contrib.contenttypes', 'django.contrib.sessions', 'django.contrib.humanize', 'django.contrib.messages', 'django.contrib.staticfiles', 'bootstrap3', 'django_tables2', 'organizers', 'checkin', 'user', 'applications', 'teams', 'stats', 'storages', 'multiselectfield', 'meals', 'judging', 'offer', 'rest_framework', 'rest_framework.authtoken', 'cas_server' ] if BAGGAGE_ENABLED: INSTALLED_APPS.append('baggage') if REIMBURSEMENT_ENABLED: INSTALLED_APPS.append('reimbursement') if HARDWARE_ENABLED: INSTALLED_APPS.append('hardware') if DISCORD_HACKATHON: INSTALLED_APPS.append('discord') AUTHENTICATION_BACKENDS = ( 'django.contrib.auth.backends.ModelBackend', ) MIDDLEWARE = [ 'django.middleware.security.SecurityMiddleware', 'django.contrib.sessions.middleware.SessionMiddleware', 'django.middleware.common.CommonMiddleware', 'django.middleware.csrf.CsrfViewMiddleware', 'django.contrib.auth.middleware.AuthenticationMiddleware', 'django.contrib.messages.middleware.MessageMiddleware', 'django.middleware.clickjacking.XFrameOptionsMiddleware', ] ROOT_URLCONF = 'app.urls' TEMPLATES = [ { 'BACKEND': 'django.template.backends.django.DjangoTemplates', 'DIRS': ['app/templates', ], 'APP_DIRS': True, 'OPTIONS': { 'context_processors': [ 'django.template.context_processors.debug', 'django.template.context_processors.request', 'django.contrib.auth.context_processors.auth', 'django.contrib.messages.context_processors.messages', 'django.template.context_processors.request', 'app.utils.hackathon_vars_processor' ], }, }, ] WSGI_APPLICATION = 'app.wsgi.application' # Database # https://docs.djangoproject.com/en/1.10/ref/settings/#databases DATABASES = { 'default': { 'ENGINE': 'django.db.backends.sqlite3', 'NAME': os.path.join(BASE_DIR, 'db.sqlite3'), } } if os.environ.get('DATABASE_URL', None): DATABASES['default'] = dj_database_url.config( conn_max_age=600, ssl_require=os.environ.get('DATABASE_SECURE', 'true').lower() != 'false', ) if os.environ.get('PG_PWD', None): DATABASES = { 'default': { 'ENGINE': 'django.db.backends.postgresql_psycopg2', 'NAME': os.environ.get('PG_NAME', 'backend'), 'USER': os.environ.get('PG_USER', 'backenduser'), 'PASSWORD': os.environ.get('PG_PWD'), 'HOST': os.environ.get('PG_HOST', 'localhost'), 'PORT': '5432', } } # Password validation # https://docs.djangoproject.com/en/1.10/ref/settings/#auth-password-validators AUTH_PASSWORD_VALIDATORS = [ { 'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator', }, { 'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator', }, { 'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator', }, ] # Logging config to send logs to email automatically LOGGING = { 'version': 1, 'filters': { 'require_debug_false': { '()': 'django.utils.log.RequireDebugFalse', }, }, 'handlers': { 'admin_email': { 'level': 'ERROR', 'filters': ['require_debug_false'], 'class': 'app.log.HackathonDevEmailHandler', }, }, 'loggers': { 'django': { 'level': 'ERROR', 'handlers': ['admin_email'], }, }, } # Internationalization # https://docs.djangoproject.com/en/1.10/topics/i18n/ LANGUAGE_CODE = 'en-us' USE_I18N = True USE_L10N = True USE_TZ = True # Static files (CSS, JavaScript, Images) # https://docs.djangoproject.com/en/1.10/howto/static-files/ STATIC_URL = '/static/' STATIC_ROOT = BASE_DIR + '/staticfiles' STATICFILES_DIRS = [ os.path.join(BASE_DIR, os.path.join('app', "static")), ] STATICFILES_STORAGE = 'django.contrib.staticfiles.storage.ManifestStaticFilesStorage' # Dev emails set up if os.environ.get('ADMIN_EMAIL', None): try: HACKATHON_DEV_EMAILS.append(os.environ['ADMIN_EMAIL']) except NameError: HACKATHON_DEV_EMAILS = [os.environ['ADMIN_EMAIL'],] # File upload configuration MEDIA_ROOT = 'files' MEDIA_URL = '/files/' if os.environ.get('DROPBOX_OAUTH2_TOKEN', False): DEFAULT_FILE_STORAGE = 'storages.backends.dropbox.DropBoxStorage' DROPBOX_OAUTH2_TOKEN = os.environ.get('DROPBOX_OAUTH2_TOKEN', False) DROPBOX_ROOT_PATH = HACKATHON_DOMAIN.replace('.', '_') # Sendgrid API key SENDGRID_API_KEY = os.environ.get('SG_KEY', None) # SMTP EMAIL_HOST = os.environ.get('EMAIL_HOST', None) EMAIL_PORT = os.environ.get('EMAIL_PORT', None) EMAIL_HOST_USER = os.environ.get('EMAIL_HOST_USER', None) EMAIL_HOST_PASSWORD = os.environ.get('EMAIL_HOST_PASSWORD', None) # Load filebased email backend if no Sendgrid credentials and debug mode if not SENDGRID_API_KEY and not EMAIL_HOST and DEBUG: EMAIL_BACKEND = 'django.core.mail.backends.filebased.EmailBackend' EMAIL_FILE_PATH = 'tmp/email-messages/' else: if SENDGRID_API_KEY: EMAIL_BACKEND = "sgbackend.SendGridBackend" else: EMAIL_BACKEND = "django.core.mail.backends.smtp.EmailBackend" # Set up custom auth AUTH_USER_MODEL = 'user.User' LOGIN_URL = 'account_login' PASSWORD_RESET_TIMEOUT = 86400 # 1 day BOOTSTRAP3 = { # Don't normally want placeholders. 'set_placeholder': False, 'required_css_class': 'required', } if DEBUG: CACHES = { 'default': { 'BACKEND': 'django.core.cache.backends.dummy.DummyCache', } } else: CACHES = { 'default': { 'BACKEND': 'django.core.cache.backends.filebased.FileBasedCache', 'LOCATION': os.path.join(BASE_DIR, 'cache'), } } OAUTH_PROVIDERS = { 'mlh': { 'auth_url': 'https://my.mlh.io/oauth/authorize', 'token_url': 'https://my.mlh.io/oauth/token', 'id': os.environ.get('MLH_CLIENT_SECRET', '').split('@')[0], 'secret': os.environ.get('MLH_CLIENT_SECRET', '@').split('@')[1], 'scope': 'email+event+education+phone_number', 'user_url': 'https://my.mlh.io/api/v2/user.json' } } REST_FRAMEWORK = { 'DEFAULT_AUTHENTICATION_CLASSES': [ 'rest_framework.authentication.TokenAuthentication', ], 'DEFAULT_RENDERER_CLASSES': ( 'rest_framework.renderers.JSONRenderer', ), } # Add domain to allowed hosts ALLOWED_HOSTS.append(HACKATHON_DOMAIN) # Deployment configurations for proxy pass and csrf CSRF_TRUSTED_ORIGINS = ALLOWED_HOSTS USE_X_FORWARDED_HOST = True SECURE_PROXY_SSL_HEADER = ('HTTP_X_FORWARDED_PROTO', 'https') # Maximum file upload size for forms MAX_UPLOAD_SIZE = 5242880 # Max number of votation application from 1 to MAX_VOTES MAX_VOTES = 5 # Max number of votes that can have one application MAX_VOTES_TO_APP = 30 APPLICATION_EXPIRATION_TYPES = { 'H': True, # Hacker allways expire, do not change this 'M': MENTOR_EXPIRES, # Mentor can expire 'V': VOLUNTEER_EXPIRES, # Volunteer can expire } MEALS_TOKEN = os.environ.get('MEALS_TOKEN', None) DISCORD_CLIENT_ID = os.environ.get('DISCORD_CLIENT_ID', None) DISCORD_SECRET_ID = os.environ.get('DISCORD_SECRET_ID', None) IP_SERVER = os.environ.get('IP_SERVER', '') if IP_SERVER: ALLOWED_HOSTS.append(IP_SERVER) GOOGLE_RECAPTCHA_SECRET_KEY = os.environ.get('GOOGLE_RECAPTCHA_SECRET_KEY', '') GOOGLE_RECAPTCHA_SITE_KEY = os.environ.get('GOOGLE_RECAPTCHA_SITE_KEY', '') DEFAULT_AUTO_FIELD = 'django.db.models.AutoField' CAS_SERVER = os.environ.get('CAS_SERVER', 'False') == 'True' CAS_LOGIN_TEMPLATE = 'login_cas.html' CAS_LOGGED_TEMPLATE = 'login_cas_done.html' CAS_WARN_TEMPLATE = 'login_cas_done.html' CAS_AUTH_CLASS = 'user.auth.MyHackUPCAuthUser' SESSION_COOKIE_AGE = 86400 X_FRAME_OPTIONS = 'SAMEORIGIN'
28.838095
91
0.677125
a9f6266ace3aa14efde1c2e7f7fec210d965847f
9,360
py
Python
saleor/product/utils/availability.py
victor-abz/saleor
f8e2b49703d995d4304d5a690dbe9c83631419d0
[ "CC-BY-4.0" ]
1,392
2021-10-06T15:54:28.000Z
2022-03-31T20:50:55.000Z
saleor/product/utils/availability.py
victor-abz/saleor
f8e2b49703d995d4304d5a690dbe9c83631419d0
[ "CC-BY-4.0" ]
888
2021-10-06T10:48:54.000Z
2022-03-31T11:00:30.000Z
saleor/product/utils/availability.py
victor-abz/saleor
f8e2b49703d995d4304d5a690dbe9c83631419d0
[ "CC-BY-4.0" ]
538
2021-10-07T16:21:27.000Z
2022-03-31T22:58:57.000Z
from dataclasses import dataclass from typing import TYPE_CHECKING, Iterable, List, Optional, Tuple, Union import opentracing from django.conf import settings from django_countries.fields import Country from prices import MoneyRange, TaxedMoney, TaxedMoneyRange from ...channel.models import Channel from ...core.utils import to_local_currency from ...discount import DiscountInfo from ...discount.utils import calculate_discounted_price from ...product.models import ( Collection, Product, ProductChannelListing, ProductVariant, ProductVariantChannelListing, ) if TYPE_CHECKING: # flake8: noqa from ...plugins.manager import PluginsManager @dataclass class ProductAvailability: on_sale: bool price_range: Optional[TaxedMoneyRange] price_range_undiscounted: Optional[TaxedMoneyRange] discount: Optional[TaxedMoney] price_range_local_currency: Optional[TaxedMoneyRange] discount_local_currency: Optional[TaxedMoneyRange] @dataclass class VariantAvailability: on_sale: bool price: TaxedMoney price_undiscounted: TaxedMoney discount: Optional[TaxedMoney] price_local_currency: Optional[TaxedMoney] discount_local_currency: Optional[TaxedMoney] def _get_total_discount_from_range( undiscounted: TaxedMoneyRange, discounted: TaxedMoneyRange ) -> Optional[TaxedMoney]: """Calculate the discount amount between two TaxedMoneyRange. Subtract two prices and return their total discount, if any. Otherwise, it returns None. """ return _get_total_discount(undiscounted.start, discounted.start) def _get_total_discount( undiscounted: TaxedMoney, discounted: TaxedMoney ) -> Optional[TaxedMoney]: """Calculate the discount amount between two TaxedMoney. Subtract two prices and return their total discount, if any. Otherwise, it returns None. """ if undiscounted > discounted: return undiscounted - discounted return None def _get_product_price_range( discounted: Union[MoneyRange, TaxedMoneyRange], undiscounted: Union[MoneyRange, TaxedMoneyRange], local_currency: Optional[str] = None, ) -> Tuple[TaxedMoneyRange, TaxedMoney]: price_range_local = None discount_local_currency = None if local_currency: price_range_local = to_local_currency(discounted, local_currency) undiscounted_local = to_local_currency(undiscounted, local_currency) if undiscounted_local and undiscounted_local.start > price_range_local.start: discount_local_currency = undiscounted_local.start - price_range_local.start return price_range_local, discount_local_currency def get_variant_price( *, variant: ProductVariant, variant_channel_listing: ProductVariantChannelListing, product: Product, collections: Iterable[Collection], discounts: Iterable[DiscountInfo], channel: Channel ): return calculate_discounted_price( product=product, price=variant_channel_listing.price, collections=collections, discounts=discounts, channel=channel, variant_id=variant.id, ) def get_product_price_range( *, product: Product, variants: Iterable[ProductVariant], variants_channel_listing: List[ProductVariantChannelListing], collections: Iterable[Collection], discounts: Iterable[DiscountInfo], channel: Channel, ) -> Optional[MoneyRange]: if variants: variants_channel_listing_dict = { channel_listing.variant_id: channel_listing for channel_listing in variants_channel_listing if channel_listing } prices = [] for variant in variants: variant_channel_listing = variants_channel_listing_dict.get(variant.id) if variant_channel_listing: price = get_variant_price( variant=variant, variant_channel_listing=variant_channel_listing, product=product, collections=collections, discounts=discounts, channel=channel, ) prices.append(price) if prices: return MoneyRange(min(prices), max(prices)) return None def get_product_availability( *, product: Product, product_channel_listing: Optional[ProductChannelListing], variants: Iterable[ProductVariant], variants_channel_listing: List[ProductVariantChannelListing], collections: Iterable[Collection], discounts: Iterable[DiscountInfo], channel: Channel, manager: "PluginsManager", country: Country, local_currency: Optional[str] = None, ) -> ProductAvailability: channel_slug = channel.slug discounted = None discounted_net_range = get_product_price_range( product=product, variants=variants, variants_channel_listing=variants_channel_listing, collections=collections, discounts=discounts, channel=channel, ) if discounted_net_range is not None: discounted = TaxedMoneyRange( start=manager.apply_taxes_to_product( product, discounted_net_range.start, country, channel_slug=channel_slug, ), stop=manager.apply_taxes_to_product( product, discounted_net_range.stop, country, channel_slug=channel_slug, ), ) undiscounted = None undiscounted_net_range = get_product_price_range( product=product, variants=variants, variants_channel_listing=variants_channel_listing, collections=collections, discounts=[], channel=channel, ) if undiscounted_net_range is not None: undiscounted = TaxedMoneyRange( start=manager.apply_taxes_to_product( product, undiscounted_net_range.start, country, channel_slug=channel_slug, ), stop=manager.apply_taxes_to_product( product, undiscounted_net_range.stop, country, channel_slug=channel_slug, ), ) discount = None price_range_local = None discount_local_currency = None if undiscounted_net_range is not None and discounted_net_range is not None: discount = _get_total_discount_from_range(undiscounted, discounted) price_range_local, discount_local_currency = _get_product_price_range( discounted, undiscounted, local_currency ) is_visible = ( product_channel_listing is not None and product_channel_listing.is_visible ) is_on_sale = is_visible and discount is not None return ProductAvailability( on_sale=is_on_sale, price_range=discounted, price_range_undiscounted=undiscounted, discount=discount, price_range_local_currency=price_range_local, discount_local_currency=discount_local_currency, ) def get_variant_availability( variant: ProductVariant, variant_channel_listing: ProductVariantChannelListing, product: Product, product_channel_listing: Optional[ProductChannelListing], collections: Iterable[Collection], discounts: Iterable[DiscountInfo], channel: Channel, plugins: "PluginsManager", country: Country, local_currency: Optional[str] = None, ) -> VariantAvailability: with opentracing.global_tracer().start_active_span("get_variant_availability"): channel_slug = channel.slug discounted = plugins.apply_taxes_to_product( product, get_variant_price( variant=variant, variant_channel_listing=variant_channel_listing, product=product, collections=collections, discounts=discounts, channel=channel, ), country, channel_slug=channel_slug, ) undiscounted = plugins.apply_taxes_to_product( product, get_variant_price( variant=variant, variant_channel_listing=variant_channel_listing, product=product, collections=collections, discounts=[], channel=channel, ), country, channel_slug=channel_slug, ) discount = _get_total_discount(undiscounted, discounted) if local_currency: price_local_currency = to_local_currency(discounted, local_currency) discount_local_currency = to_local_currency(discount, local_currency) else: price_local_currency = None discount_local_currency = None is_visible = ( product_channel_listing is not None and product_channel_listing.is_visible ) is_on_sale = is_visible and discount is not None return VariantAvailability( on_sale=is_on_sale, price=discounted, price_undiscounted=undiscounted, discount=discount, price_local_currency=price_local_currency, discount_local_currency=discount_local_currency, )
32.054795
88
0.674038
364ccca6ca5d09b9dade5a23afa8d9b6d3799c5f
17,342
py
Python
src/pip/_internal/vcs/git.py
belonesox/pip
ad9d492989bdfd351283cac7a9b33085c2732b41
[ "MIT" ]
1
2021-08-12T20:22:19.000Z
2021-08-12T20:22:19.000Z
src/pip/_internal/vcs/git.py
smooth80/pip
7c3abccd22c4bbd6c1da2ae41845ffbd26c1bb17
[ "MIT" ]
null
null
null
src/pip/_internal/vcs/git.py
smooth80/pip
7c3abccd22c4bbd6c1da2ae41845ffbd26c1bb17
[ "MIT" ]
1
2021-06-11T19:14:32.000Z
2021-06-11T19:14:32.000Z
import logging import os.path import pathlib import re import urllib.parse import urllib.request from typing import List, Optional, Tuple from pip._vendor.packaging.version import _BaseVersion from pip._vendor.packaging.version import parse as parse_version from pip._internal.exceptions import BadCommand, InstallationError from pip._internal.utils.misc import HiddenText, display_path, hide_url from pip._internal.utils.subprocess import make_command from pip._internal.vcs.versioncontrol import ( AuthInfo, RemoteNotFoundError, RemoteNotValidError, RevOptions, VersionControl, find_path_to_setup_from_repo_root, vcs, ) urlsplit = urllib.parse.urlsplit urlunsplit = urllib.parse.urlunsplit logger = logging.getLogger(__name__) HASH_REGEX = re.compile('^[a-fA-F0-9]{40}$') # SCP (Secure copy protocol) shorthand. e.g. 'git@example.com:foo/bar.git' SCP_REGEX = re.compile(r"""^ # Optional user, e.g. 'git@' (\w+@)? # Server, e.g. 'github.com'. ([^/:]+): # The server-side path. e.g. 'user/project.git'. Must start with an # alphanumeric character so as not to be confusable with a Windows paths # like 'C:/foo/bar' or 'C:\foo\bar'. (\w[^:]*) $""", re.VERBOSE) def looks_like_hash(sha): # type: (str) -> bool return bool(HASH_REGEX.match(sha)) class Git(VersionControl): name = 'git' dirname = '.git' repo_name = 'clone' schemes = ( 'git+http', 'git+https', 'git+ssh', 'git+git', 'git+file', ) # Prevent the user's environment variables from interfering with pip: # https://github.com/pypa/pip/issues/1130 unset_environ = ('GIT_DIR', 'GIT_WORK_TREE') default_arg_rev = 'HEAD' @staticmethod def get_base_rev_args(rev): # type: (str) -> List[str] return [rev] def is_immutable_rev_checkout(self, url, dest): # type: (str, str) -> bool _, rev_options = self.get_url_rev_options(hide_url(url)) if not rev_options.rev: return False if not self.is_commit_id_equal(dest, rev_options.rev): # the current commit is different from rev, # which means rev was something else than a commit hash return False # return False in the rare case rev is both a commit hash # and a tag or a branch; we don't want to cache in that case # because that branch/tag could point to something else in the future is_tag_or_branch = bool( self.get_revision_sha(dest, rev_options.rev)[0] ) return not is_tag_or_branch def get_git_version(self): # type: () -> _BaseVersion VERSION_PFX = 'git version ' version = self.run_command( ['version'], show_stdout=False, stdout_only=True ) if version.startswith(VERSION_PFX): version = version[len(VERSION_PFX):].split()[0] else: version = '' # get first 3 positions of the git version because # on windows it is x.y.z.windows.t, and this parses as # LegacyVersion which always smaller than a Version. version = '.'.join(version.split('.')[:3]) return parse_version(version) @classmethod def get_current_branch(cls, location): # type: (str) -> Optional[str] """ Return the current branch, or None if HEAD isn't at a branch (e.g. detached HEAD). """ # git-symbolic-ref exits with empty stdout if "HEAD" is a detached # HEAD rather than a symbolic ref. In addition, the -q causes the # command to exit with status code 1 instead of 128 in this case # and to suppress the message to stderr. args = ['symbolic-ref', '-q', 'HEAD'] output = cls.run_command( args, extra_ok_returncodes=(1, ), show_stdout=False, stdout_only=True, cwd=location, ) ref = output.strip() if ref.startswith('refs/heads/'): return ref[len('refs/heads/'):] return None @classmethod def get_revision_sha(cls, dest, rev): # type: (str, str) -> Tuple[Optional[str], bool] """ Return (sha_or_none, is_branch), where sha_or_none is a commit hash if the revision names a remote branch or tag, otherwise None. Args: dest: the repository directory. rev: the revision name. """ # Pass rev to pre-filter the list. output = cls.run_command( ['show-ref', rev], cwd=dest, show_stdout=False, stdout_only=True, on_returncode='ignore', ) refs = {} # NOTE: We do not use splitlines here since that would split on other # unicode separators, which can be maliciously used to install a # different revision. for line in output.strip().split("\n"): line = line.rstrip("\r") if not line: continue try: ref_sha, ref_name = line.split(" ", maxsplit=2) except ValueError: # Include the offending line to simplify troubleshooting if # this error ever occurs. raise ValueError(f'unexpected show-ref line: {line!r}') refs[ref_name] = ref_sha branch_ref = f'refs/remotes/origin/{rev}' tag_ref = f'refs/tags/{rev}' sha = refs.get(branch_ref) if sha is not None: return (sha, True) sha = refs.get(tag_ref) return (sha, False) @classmethod def _should_fetch(cls, dest, rev): # type: (str, str) -> bool """ Return true if rev is a ref or is a commit that we don't have locally. Branches and tags are not considered in this method because they are assumed to be always available locally (which is a normal outcome of ``git clone`` and ``git fetch --tags``). """ if rev.startswith("refs/"): # Always fetch remote refs. return True if not looks_like_hash(rev): # Git fetch would fail with abbreviated commits. return False if cls.has_commit(dest, rev): # Don't fetch if we have the commit locally. return False return True @classmethod def resolve_revision(cls, dest, url, rev_options): # type: (str, HiddenText, RevOptions) -> RevOptions """ Resolve a revision to a new RevOptions object with the SHA1 of the branch, tag, or ref if found. Args: rev_options: a RevOptions object. """ rev = rev_options.arg_rev # The arg_rev property's implementation for Git ensures that the # rev return value is always non-None. assert rev is not None sha, is_branch = cls.get_revision_sha(dest, rev) if sha is not None: rev_options = rev_options.make_new(sha) rev_options.branch_name = rev if is_branch else None return rev_options # Do not show a warning for the common case of something that has # the form of a Git commit hash. if not looks_like_hash(rev): logger.warning( "Did not find branch or tag '%s', assuming revision or ref.", rev, ) if not cls._should_fetch(dest, rev): return rev_options # fetch the requested revision cls.run_command( make_command('fetch', '-q', url, rev_options.to_args()), cwd=dest, ) # Change the revision to the SHA of the ref we fetched sha = cls.get_revision(dest, rev='FETCH_HEAD') rev_options = rev_options.make_new(sha) return rev_options @classmethod def is_commit_id_equal(cls, dest, name): # type: (str, Optional[str]) -> bool """ Return whether the current commit hash equals the given name. Args: dest: the repository directory. name: a string name. """ if not name: # Then avoid an unnecessary subprocess call. return False return cls.get_revision(dest) == name def fetch_new(self, dest, url, rev_options): # type: (str, HiddenText, RevOptions) -> None rev_display = rev_options.to_display() logger.info('Cloning %s%s to %s', url, rev_display, display_path(dest)) self.run_command(make_command('clone', '-q', url, dest)) if rev_options.rev: # Then a specific revision was requested. rev_options = self.resolve_revision(dest, url, rev_options) branch_name = getattr(rev_options, 'branch_name', None) if branch_name is None: # Only do a checkout if the current commit id doesn't match # the requested revision. if not self.is_commit_id_equal(dest, rev_options.rev): cmd_args = make_command( 'checkout', '-q', rev_options.to_args(), ) self.run_command(cmd_args, cwd=dest) elif self.get_current_branch(dest) != branch_name: # Then a specific branch was requested, and that branch # is not yet checked out. track_branch = f'origin/{branch_name}' cmd_args = [ 'checkout', '-b', branch_name, '--track', track_branch, ] self.run_command(cmd_args, cwd=dest) #: repo may contain submodules self.update_submodules(dest) def switch(self, dest, url, rev_options): # type: (str, HiddenText, RevOptions) -> None self.run_command( make_command('config', 'remote.origin.url', url), cwd=dest, ) cmd_args = make_command('checkout', '-q', rev_options.to_args()) self.run_command(cmd_args, cwd=dest) self.update_submodules(dest) def update(self, dest, url, rev_options): # type: (str, HiddenText, RevOptions) -> None # First fetch changes from the default remote if self.get_git_version() >= parse_version('1.9.0'): # fetch tags in addition to everything else self.run_command(['fetch', '-q', '--tags'], cwd=dest) else: self.run_command(['fetch', '-q'], cwd=dest) # Then reset to wanted revision (maybe even origin/master) rev_options = self.resolve_revision(dest, url, rev_options) cmd_args = make_command('reset', '--hard', '-q', rev_options.to_args()) self.run_command(cmd_args, cwd=dest) #: update submodules self.update_submodules(dest) @classmethod def get_remote_url(cls, location): # type: (str) -> str """ Return URL of the first remote encountered. Raises RemoteNotFoundError if the repository does not have a remote url configured. """ # We need to pass 1 for extra_ok_returncodes since the command # exits with return code 1 if there are no matching lines. stdout = cls.run_command( ['config', '--get-regexp', r'remote\..*\.url'], extra_ok_returncodes=(1, ), show_stdout=False, stdout_only=True, cwd=location, ) remotes = stdout.splitlines() try: found_remote = remotes[0] except IndexError: raise RemoteNotFoundError for remote in remotes: if remote.startswith('remote.origin.url '): found_remote = remote break url = found_remote.split(' ')[1] return cls._git_remote_to_pip_url(url.strip()) @staticmethod def _git_remote_to_pip_url(url): # type: (str) -> str """ Convert a remote url from what git uses to what pip accepts. There are 3 legal forms **url** may take: 1. A fully qualified url: ssh://git@example.com/foo/bar.git 2. A local project.git folder: /path/to/bare/repository.git 3. SCP shorthand for form 1: git@example.com:foo/bar.git Form 1 is output as-is. Form 2 must be converted to URI and form 3 must be converted to form 1. See the corresponding test test_git_remote_url_to_pip() for examples of sample inputs/outputs. """ if re.match(r"\w+://", url): # This is already valid. Pass it though as-is. return url if os.path.exists(url): # A local bare remote (git clone --mirror). # Needs a file:// prefix. return pathlib.PurePath(url).as_uri() scp_match = SCP_REGEX.match(url) if scp_match: # Add an ssh:// prefix and replace the ':' with a '/'. return scp_match.expand(r"ssh://\1\2/\3") # Otherwise, bail out. raise RemoteNotValidError(url) @classmethod def has_commit(cls, location, rev): # type: (str, str) -> bool """ Check if rev is a commit that is available in the local repository. """ try: cls.run_command( ['rev-parse', '-q', '--verify', "sha^" + rev], cwd=location, log_failed_cmd=False, ) except InstallationError: return False else: return True @classmethod def get_revision(cls, location, rev=None): # type: (str, Optional[str]) -> str if rev is None: rev = 'HEAD' current_rev = cls.run_command( ['rev-parse', rev], show_stdout=False, stdout_only=True, cwd=location, ) return current_rev.strip() @classmethod def get_subdirectory(cls, location): # type: (str) -> Optional[str] """ Return the path to setup.py, relative to the repo root. Return None if setup.py is in the repo root. """ # find the repo root git_dir = cls.run_command( ['rev-parse', '--git-dir'], show_stdout=False, stdout_only=True, cwd=location, ).strip() if not os.path.isabs(git_dir): git_dir = os.path.join(location, git_dir) repo_root = os.path.abspath(os.path.join(git_dir, '..')) return find_path_to_setup_from_repo_root(location, repo_root) @classmethod def get_url_rev_and_auth(cls, url): # type: (str) -> Tuple[str, Optional[str], AuthInfo] """ Prefixes stub URLs like 'user@hostname:user/repo.git' with 'ssh://'. That's required because although they use SSH they sometimes don't work with a ssh:// scheme (e.g. GitHub). But we need a scheme for parsing. Hence we remove it again afterwards and return it as a stub. """ # Works around an apparent Git bug # (see https://article.gmane.org/gmane.comp.version-control.git/146500) scheme, netloc, path, query, fragment = urlsplit(url) if scheme.endswith('file'): initial_slashes = path[:-len(path.lstrip('/'))] newpath = ( initial_slashes + urllib.request.url2pathname(path) .replace('\\', '/').lstrip('/') ) after_plus = scheme.find('+') + 1 url = scheme[:after_plus] + urlunsplit( (scheme[after_plus:], netloc, newpath, query, fragment), ) if '://' not in url: assert 'file:' not in url url = url.replace('git+', 'git+ssh://') url, rev, user_pass = super().get_url_rev_and_auth(url) url = url.replace('ssh://', '') else: url, rev, user_pass = super().get_url_rev_and_auth(url) return url, rev, user_pass @classmethod def update_submodules(cls, location): # type: (str) -> None if not os.path.exists(os.path.join(location, '.gitmodules')): return cls.run_command( ['submodule', 'update', '--init', '--recursive', '-q'], cwd=location, ) @classmethod def get_repository_root(cls, location): # type: (str) -> Optional[str] loc = super().get_repository_root(location) if loc: return loc try: r = cls.run_command( ['rev-parse', '--show-toplevel'], cwd=location, show_stdout=False, stdout_only=True, on_returncode='raise', log_failed_cmd=False, ) except BadCommand: logger.debug("could not determine if %s is under git control " "because git is not available", location) return None except InstallationError: return None return os.path.normpath(r.rstrip('\r\n')) @staticmethod def should_add_vcs_url_prefix(repo_url): # type: (str) -> bool """In either https or ssh form, requirements must be prefixed with git+. """ return True vcs.register(Git)
34.40873
80
0.575712
1fa58558677f95b73e44cf60fa304b4a0992f3ca
1,224
py
Python
pos_order_cancel/tests/test_default.py
nahualventure/pos-addons
3c911c28c259967fb74e311ddcc8e6ca032c005d
[ "MIT" ]
null
null
null
pos_order_cancel/tests/test_default.py
nahualventure/pos-addons
3c911c28c259967fb74e311ddcc8e6ca032c005d
[ "MIT" ]
1
2020-10-26T17:22:38.000Z
2020-10-26T18:58:28.000Z
pos_order_cancel/tests/test_default.py
nahualventure/pos-addons
3c911c28c259967fb74e311ddcc8e6ca032c005d
[ "MIT" ]
1
2021-09-03T22:33:42.000Z
2021-09-03T22:33:42.000Z
# Copyright 2017-2018 Ivan Yelizariev <https://it-projects.info/team/yelizariev> # Copyright 2017 gaelTorrecillas <https://github.com/gaelTorrecillas> # Copyright 2017 Gabbasov Dinar <https://it-projects.info/team/GabbasovDinar> # Copyright 2018-2019 Kolushov Alexandr <https://it-projects.info/team/KolushovAlexandr> # License MIT (https://opensource.org/licenses/MIT). from odoo.tests import HttpCase, tagged @tagged("at_install", "post_install") class TestUi(HttpCase): def test_01_pos_is_loaded(self): # needed because tests are run before the module is marked as # installed. In js web will only load qweb coming from modules # that are returned by the backend in module_boot. Without # this you end up with js, css but no qweb. env = self.env env["ir.module.module"].search( [("name", "=", "pos_order_cancel")], limit=1 ).state = "installed" self.phantom_js( "/web", "odoo.__DEBUG__.services['web_tour.tour']" ".run('pos_order_cancel_tour')", "odoo.__DEBUG__.services['web_tour.tour']" ".tours.pos_order_cancel_tour.ready", login="admin", timeout=240, )
40.8
88
0.660131
e236b0d3dd05b90fe3756247da23607134e70515
1,493
py
Python
ros/src/tl_detector/light_classification/tl_classifier_cv.py
KhardanOne/CarND-Capstone
4a28a8031fcb65955673e1e5af018f0557c3452c
[ "MIT" ]
1
2021-01-28T15:27:04.000Z
2021-01-28T15:27:04.000Z
ros/src/tl_detector/light_classification/tl_classifier_cv.py
KhardanOne/CarND-Capstone
4a28a8031fcb65955673e1e5af018f0557c3452c
[ "MIT" ]
6
2021-01-12T20:57:07.000Z
2021-01-28T16:40:22.000Z
ros/src/tl_detector/light_classification/tl_classifier_cv.py
KhardanOne/CarND-Capstone
4a28a8031fcb65955673e1e5af018f0557c3452c
[ "MIT" ]
null
null
null
""" Non-neural-network traffic light detection algorithms. 1.) detect_red_lights_basic(): uses simple pixel counting to find vivid red colors that can be of any shape and size 2.) detect_red_lights_hough(): uses Hough method to identify circle shaped red areas If both red and green are found, then they both take into account their relative sizes to decide which is more relevant. """ import cv2 import numpy as np def detect_red_lights_basic(image): """ Detects red lights in the image by counting the red and green pixels. It only looks for vivid colors. Returns True if it finds 10+ vivid red pixels. Returns True if the number of vivid green pixels is greater than the number vivid green pixels. Returns False otherwise. """ b, g, r = cv2.split(image) bf = b.astype(np.float) / 255.0 gf = g.astype(np.float) / 255.0 rf = r.astype(np.float) / 255.0 rif = rf * (1.0 - bf) * (1.0 - gf) * 2.0 * 256.0 rif = np.clip(rif, 0.0, 255.0) ri8 = rif.astype(np.uint8) ri8th = np.zeros_like(ri8) rtreshold = 200 ri8th[ri8 > rtreshold] = 255 gif = gf * (1.0 - bf) * (1.0 - rf) * 2.0 * 256.0 gif = np.clip(gif, 0.0, 255.0) gi8 = gif.astype(np.uint8) gi8th = np.zeros_like(gi8) gtreshold = 200 gi8th[gi8 > gtreshold] = 255 red_count = np.count_nonzero(ri8th) green_count = np.count_nonzero(gi8th) print("red:", red_count, "green:", green_count) if red_count > 10 and red_count >= 0.8 * green_count: return True else: return False
31.104167
120
0.686537
ca2cc9521818b9abee1f2c021302f4d68fae2881
33,402
py
Python
fig2cde_higgs_mnist_cifar10/model/latent_equilibrium_layers.py
unibe-cns/le_NeurIPS_code
3744dd4c0c33ef4fcb9b89a77641f3bb248e0a15
[ "MIT" ]
1
2021-12-15T16:26:17.000Z
2021-12-15T16:26:17.000Z
fig2cde_higgs_mnist_cifar10/model/latent_equilibrium_layers.py
unibe-cns/le_NeurIPS_code
3744dd4c0c33ef4fcb9b89a77641f3bb248e0a15
[ "MIT" ]
null
null
null
fig2cde_higgs_mnist_cifar10/model/latent_equilibrium_layers.py
unibe-cns/le_NeurIPS_code
3744dd4c0c33ef4fcb9b89a77641f3bb248e0a15
[ "MIT" ]
null
null
null
#!/usr/bin/env python # PyTorch implementation of the Latent Equilibrium model for different layers. # Authors: Benjamin Ellenberger (benelot@github) from datetime import datetime import random import numpy as np import torch import torch.nn as nn import torch.nn.functional as F from torch.utils.data import DataLoader from model.layered_torch_utils import set_tensor from model.network_params import ModelVariant, TargetType from utils.torch_utils import SimpleDataset # give this to each dataloader def dataloader_seed_worker(worker_id): worker_seed = torch.initial_seed() % 2**32 np.random.seed(worker_seed) random.seed(worker_seed) class Conv2d(object): def __init__(self, num_channels, num_filters, kernel_size, batch_size, input_size, act_function, padding=0, stride=1, inference_learning_rate=0.1): self.input_size = input_size self.num_channels = num_channels self.num_filters = num_filters self.batch_size = batch_size self.kernel_size = kernel_size self.padding = padding self.stride = stride self.target_size = (np.floor((self.input_size + (2 * self.padding) - self.kernel_size) / self.stride) + 1).astype(int) self.tau = 10.0 self.dt = 0.1 self.learning_rate_W = inference_learning_rate self.learning_rate_biases = inference_learning_rate self.act_function = act_function.f self.act_func_deriv = act_function.df self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') self.train_W = True self.kernel = torch.empty(self.num_filters, self.num_channels, self.kernel_size, self.kernel_size).normal_(mean=0, std=0.05).to(self.device) self.biases = torch.empty(self.num_filters).normal_(mean=0, std=0.05).to(self.device) self.unfold = nn.Unfold(kernel_size=(self.kernel_size, self.kernel_size), padding=self.padding, stride=self.stride).to(self.device) self.fold = nn.Fold(output_size=(self.input_size, self.input_size), kernel_size=(self.kernel_size, self.kernel_size), padding=self.padding, stride=self.stride).to(self.device) self.voltages = torch.zeros([1, self.num_filters, self.target_size, self.target_size], device=self.device) self.voltages_deriv = None self.voltage_lookaheads = torch.zeros([1, self.num_filters, self.target_size], device=self.device) self.basal_inputs = None self.errors = torch.zeros([1, self.num_filters, self.target_size, self.target_size], device=self.device) self.rho = None self.rho_flat = None self.rho_deriv = torch.zeros([1, self.num_filters, self.target_size, self.target_size], device=self.device) def train(self): """ Enables training. :return: """ self.train_W = True def eval(self): """ Disables training. :return: """ self.train_W = False def _adapt_parallel_network_qty(self): """Adapt number of voltage sets to batch size (if more sets are required, repeat current sets, if less are required drop current sets). Returns: """ batch_size = self.rho_flat.shape[0] if len(self.voltages.shape) != 3 or self.voltages.shape[0] != batch_size: voltage_size = self.voltages.shape[0] repeats = int(batch_size / voltage_size) remainder = batch_size % voltage_size repetition_vector = torch.tensor([repeats], device=self.device).repeat(voltage_size) repetition_vector[-1] = repetition_vector[-1] + remainder self.voltages = torch.repeat_interleave(self.voltages, repetition_vector, dim=0).clone() self.errors = torch.repeat_interleave(self.errors, repetition_vector, dim=0).clone() self.voltage_lookaheads = torch.repeat_interleave(self.voltage_lookaheads, repetition_vector, dim=0).clone() def forward(self, rho, rho_deriv): self.rho_flat = self.unfold(rho.clone()) self.weights_flat = self.kernel.reshape(self.num_filters, -1) # self.biases_flat = self.kernel_biases.reshape(self.num_filters, -1) self._adapt_parallel_network_qty() self.basal_inputs = self.weights_flat @ self.rho_flat self.basal_inputs = self.basal_inputs.reshape(self.batch_size, self.num_filters, self.target_size, self.target_size) + self.biases.reshape(1, -1, 1, 1) self.voltages_deriv = 1.0 / self.tau * (self.basal_inputs - self.voltages + self.errors) self.voltage_lookaheads = self.voltages + self.tau * self.voltages_deriv self.voltages = self.voltages + self.dt * self.voltages_deriv self.rho = self.act_function(self.voltage_lookaheads) self.rho_deriv = self.act_func_deriv(self.voltage_lookaheads) self.errors = self._calculate_errors(self.voltage_lookaheads, rho_deriv, self.basal_inputs) return self.rho, self.rho_deriv def update_weights(self, errors, with_optimizer=False): previous_layer_errors = self.errors self.errors = errors if self.train_W: dot_weights = self.get_weight_derivatives() self.kernel.grad = -self.dt * dot_weights # our gradients are inverse to pytorch gradients dot_biases = self.get_bias_derivatives() # do bias update self.biases.grad = -self.dt * dot_biases # our gradients are inverse to pytorch gradients if not with_optimizer: # minus because pytorch gradients are inverse to our gradients self.kernel -= self.kernel.grad * self.learning_rate_W self.biases -= self.biases.grad * self.learning_rate_biases return previous_layer_errors # ### CALCULATE WEIGHT DERIVATIVES ### # def get_weight_derivatives(self): """ Return weight derivative calculated from current rate and errors. Args: Returns: weight_derivative: e * r^T * η * weight_mask """ e = self.errors.reshape(self.batch_size, self.num_filters, -1) dW = e @ self.rho_flat.permute(0, 2, 1) dW = dW.mean(dim=0) dW = dW.reshape((self.num_filters, self.num_channels, self.kernel_size, self.kernel_size)) return dW # ### CALCULATE BIAS DERIVATIVES ### # def get_bias_derivatives(self): """ Return bias derivative. Args: Returns: bias_derivative: e * η * bias_mask """ return self.errors.mean([0, 2, 3]) def _calculate_errors(self, voltage_lookaheads, rho_deriv, basal_inputs): """ Calculate: layerwise error: e = diag(r') W^T (U - Wr) Args: voltage_lookaheads: rho_deriv: basal_inputs: Returns: errors: """ # e e = (voltage_lookaheads - basal_inputs).reshape(self.batch_size, self.num_filters, -1) err = self.weights_flat.T @ e err = self.fold(err) err = rho_deriv * err return err def save_layer(self, logdir, i): np.save(logdir + "/layer_" + str(i) + "_weights.npy", self.kernel.detach().cpu().numpy()) def load_layer(self, logdir, i): kernel = np.load(logdir + "/layer_" + str(i) + "_weights.npy") self.kernel = set_tensor(torch.from_numpy(kernel)) def __call__(self, rho, rho_deriv): return self.forward(rho, rho_deriv) def parameters(self): return [self.kernel, self.biases] class MaxPool2d(object): # These are not really neurons... def __init__(self, kernel_size): self.kernel_size = kernel_size self.target_size = kernel_size def train(self): """ Enables training. :return: """ pass def eval(self): """ Disables training. :return: """ pass def forward(self, rho, rho_deriv): rho_out, self.idxs_rho = F.max_pool2d(rho, self.kernel_size, return_indices=True) rho_deriv_out = self._maxpool2d_with_indices(rho_deriv, self.idxs_rho) return rho_out, rho_deriv_out def _maxpool2d_with_indices(self, t, indices): flattened_tensor = t.flatten(start_dim=2) output = flattened_tensor.gather(dim=2, index=indices.flatten(start_dim=2)).view_as(indices) return output def update_weights(self, errors, with_optimizer=False): return F.max_unpool2d(errors, self.idxs_rho, self.kernel_size) def save_layer(self, logdir, i): pass def load_layer(self, logdir, i): pass def __call__(self, rho, rho_deriv): return self.forward(rho, rho_deriv) def parameters(self): return [] class AvgPool2d(object): # These are not really neurons... def __init__(self, kernel_size): self.kernel_size = kernel_size self.target_size = kernel_size def train(self): """ Enables training. :return: """ pass def eval(self): """ Disables training. :return: """ pass def forward(self, rho, rho_deriv): return F.avg_pool2d(rho, self.kernel_size), F.avg_pool2d(rho_deriv, self.kernel_size) def update_weights(self, errors, with_optimizer=False): return F.interpolate(errors, scale_factor=(1, 1, self.kernel_size,self.kernel_size)) def save_layer(self, logdir, i): pass def load_layer(self, logdir, i): pass def __call__(self, rho, rho_deriv): return self.forward(rho, rho_deriv) def paremeters(self): return [] class Projection(object): def __init__(self, input_size, target_size, act_function, dtype=torch.float32): self.input_size = input_size self.B, self.C, self.H, self.W = self.input_size self.target_size = target_size self.act_function = act_function.f self.act_func_deriv = act_function.df self.tau = 10.0 self.dt = 0.1 self.learning_rate_W = 0 self.learning_rate_biases = 0 self.dtype = dtype self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') self.train_W = True self.Hid = self.C * self.H * self.W self.weights = torch.empty((self.Hid, self.target_size)).normal_(mean=0.0, std=0.05).to(self.device) self.biases = torch.empty(self.target_size).normal_(mean=0.0, std=0.05).to(self.device) self.voltages = torch.zeros([1, self.target_size], device=self.device) self.voltages_deriv = None self.voltage_lookaheads = torch.zeros([1, self.target_size], device=self.device) self.basal_inputs = None self.errors = torch.zeros([1, self.target_size], device=self.device) self.rho = None self.rho_input = None self.rho_deriv = torch.zeros([1, self.target_size], dtype=dtype, device=self.device) def train(self): """ Enables training. :return: """ self.train_W = True def eval(self): """ Disables training. :return: """ self.train_W = False def _adapt_parallel_network_qty(self): """Adapt number of voltage sets to batch size (if more sets are required, repeat current sets, if less are required drop current sets). Returns: """ batch_size = self.rho_input.shape[0] if len(self.voltages.shape) != 2 or self.voltages.shape[0] != batch_size: voltage_size = self.voltages.shape[0] repeats = int(batch_size / voltage_size) remainder = batch_size % voltage_size repetition_vector = torch.tensor([repeats], device=self.device).repeat(voltage_size) repetition_vector[-1] = repetition_vector[-1] + remainder self.voltages = torch.repeat_interleave(self.voltages, repetition_vector, dim=0).clone() self.errors = torch.repeat_interleave(self.errors, repetition_vector, dim=0).clone() self.voltage_lookaheads = torch.repeat_interleave(self.voltage_lookaheads, repetition_vector, dim=0).clone() def forward(self, rho, rho_deriv): self.rho_input = rho.clone() rho = rho.reshape((len(rho), -1)) self._adapt_parallel_network_qty() self.basal_inputs = torch.matmul(rho, self.weights) + self.biases self.voltages_deriv = 1.0 / self.tau * (self.basal_inputs - self.voltages + self.errors) self.voltage_lookaheads = self.voltages + self.tau * self.voltages_deriv self.voltages = self.voltages + self.dt * self.voltages_deriv self.rho = self.act_function(self.voltage_lookaheads) self.rho_deriv = self.act_func_deriv(self.voltage_lookaheads) self.errors = self._calculate_errors(self.voltage_lookaheads, rho_deriv, self.basal_inputs) return self.rho, self.rho_deriv def update_weights(self, errors, with_optimizer=False): previous_layer_errors = self.errors self.errors = errors if self.train_W: dot_weights = self.get_weight_derivatives() self.weights.grad = -self.dt * dot_weights # our gradients are inverse to pytorch gradients dot_biases = self.get_bias_derivatives() # do bias update self.biases.grad = -self.dt * dot_biases # our gradients are inverse to pytorch gradients if not with_optimizer: # minus because pytorch gradients are inverse to our gradients self.weights -= self.weights.grad * self.learning_rate_W self.biases -= self.biases.grad * self.learning_rate_biases return previous_layer_errors # ### CALCULATE WEIGHT DERIVATIVES ### # def get_weight_derivatives(self): """ Return weight derivative calculated from current rate and errors. Args: Returns: weight_derivative: e * r^T * η * weight_mask """ # If the input is served as a single sample, it is not in batch form, but this here requires it. rho_input_flat = self.rho_input.reshape((len(self.rho_input), -1)) return (torch.einsum('bi,bj->bij', rho_input_flat, self.errors)).mean(0) # ### CALCULATE BIAS DERIVATIVES ### # def get_bias_derivatives(self): """ Return bias derivative. Args: Returns: bias_derivative: e * η * bias_mask """ return self.errors.mean(0) def _calculate_errors(self, voltage_lookaheads, rho_deriv, basal_inputs): """ Calculate: layerwise error: e = diag(r') W^T (U - Wr) Args: voltage_lookaheads: rho_deriv: basal_inputs: Returns: errors: """ # e err = torch.matmul(voltage_lookaheads - basal_inputs, self.weights.t()) err = err.reshape((len(err), self.C, self.H, self.W)) err = rho_deriv * err return err def save_layer(self, logdir, i): np.save(logdir + "/layer_" + str(i) + "_weights.npy", self.weights.detach().cpu().numpy()) def load_layer(self, logdir, i): weights = np.load(logdir + "/layer_" + str(i) + "_weights.npy") self.weights = set_tensor(torch.from_numpy(weights)) def __call__(self, rho, rho_deriv): return self.forward(rho, rho_deriv) def parameters(self): return [self.weights, self.biases] class Linear(object): def __init__(self, input_size, target_size, act_function, dtype=torch.float32, inference_learning_rate=0.1): self.input_size = input_size self.target_size = target_size self.act_function = act_function.f self.act_func_deriv = act_function.df self.tau = 10.0 self.dt = 0.1 self.learning_rate_W = inference_learning_rate self.learning_rate_biases = inference_learning_rate self.dtype = dtype self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') self.train_W = True # initialize weights, voltages, rates, errors self.weights = torch.empty([self.input_size, self.target_size]).normal_(mean=0.0, std=0.05).to(self.device) self.biases = torch.empty(self.target_size).normal_(mean=0.0, std=0.05).to(self.device) self.voltages = torch.zeros([1, self.target_size], device=self.device) self.voltages_deriv = None self.voltage_lookaheads = torch.zeros([1, self.target_size], device=self.device) self.basal_inputs = None self.errors = torch.zeros([1, self.target_size], device=self.device) self.rho = None self.rho_input = None self.rho_deriv = torch.zeros([1, self.target_size], dtype=dtype, device=self.device) def train(self): """ Enables training. :return: """ self.train_W = True def eval(self): """ Disables training. :return: """ self.train_W = False def _adapt_parallel_network_qty(self): """Adapt number of voltage sets to batch size (if more sets are required, repeat current sets, if less are required drop current sets). Returns: """ batch_size = self.rho_input.shape[0] if len(self.voltages.shape) != 2 or self.voltages.shape[0] != batch_size: voltage_size = self.voltages.shape[0] repeats = int(batch_size / voltage_size) remainder = batch_size % voltage_size repetition_vector = torch.tensor([repeats], device=self.device).repeat(voltage_size) repetition_vector[-1] = repetition_vector[-1] + remainder self.voltages = torch.repeat_interleave(self.voltages, repetition_vector, dim=0).clone() self.errors = torch.repeat_interleave(self.errors, repetition_vector, dim=0).clone() self.voltage_lookaheads = torch.repeat_interleave(self.voltage_lookaheads, repetition_vector, dim=0).clone() def forward(self, rho, rho_deriv): self.rho_input = rho.clone() self._adapt_parallel_network_qty() self.basal_inputs = torch.matmul(rho, self.weights) + self.biases self.voltages_deriv = 1.0 / self.tau * (self.basal_inputs - self.voltages + self.errors) self.voltage_lookaheads = self.voltages + self.tau * self.voltages_deriv self.voltages = self.voltages + self.dt * self.voltages_deriv self.rho = self.act_function(self.voltage_lookaheads) self.rho_deriv = self.act_func_deriv(self.voltage_lookaheads) self.errors = self._calculate_errors(self.voltage_lookaheads, rho_deriv, self.basal_inputs) return self.rho, self.rho_deriv def update_weights(self, errors, with_optimizer=False): previous_layer_errors = self.errors self.errors = errors if self.train_W: dot_weights = self.get_weight_derivatives() self.weights.grad = -self.dt * dot_weights # our gradients are inverse to pytorch gradients dot_biases = self.get_bias_derivatives() # do bias update self.biases.grad = -self.dt * dot_biases # our gradients are inverse to pytorch gradients if not with_optimizer: # minus because pytorch gradients are inverse to our gradients self.weights -= self.weights.grad * self.learning_rate_W self.biases -= self.biases.grad * self.learning_rate_biases return previous_layer_errors # ### CALCULATE WEIGHT DERIVATIVES ### # def get_weight_derivatives(self): """ Return weight derivative calculated from current rate and errors. Args: Returns: weight_derivative: e * r^T * η * weight_mask """ # If the input is served as a single sample, it is not in batch form, but this here requires it. if len(self.rho_input.shape) == 1: self.rho_input = self.rho_input.unsqueeze(0) return (torch.einsum('bi,bj->bij', self.rho_input, self.errors)).mean(0) # ### CALCULATE BIAS DERIVATIVES ### # def get_bias_derivatives(self): """ Return bias derivative. Args: Returns: bias_derivative: e * η * bias_mask """ return self.errors.mean(0) def _calculate_errors(self, voltage_lookaheads, rho_deriv, basal_inputs): """ Calculate: layerwise error: e = diag(r') W^T (U - Wr) Args: voltage_lookaheads: rho_deriv: basal_inputs: Returns: errors: """ # e err = rho_deriv * torch.matmul(voltage_lookaheads - basal_inputs, self.weights.t()) return err def save_layer(self, logdir, i): np.save(logdir + "/layer_" + str(i) + "_weights.npy", self.weights.detach().cpu().numpy()) np.save(logdir + "/layer_" + str(i) + "_biases.npy", self.biases.detach().cpu().numpy()) def load_layer(self, logdir, i): weights = np.load(logdir + "/layer_" + str(i) + "_weights.npy") self.weights = torch.from_numpy(weights).float().to(self.device) biases = np.load(logdir + "/layer_" + str(i) + "_biases.npy") self.biases = torch.from_numpy(biases).float().to(self.device) def __call__(self, rho, rho_deriv): return self.forward(rho, rho_deriv) def parameters(self): return [self.weights, self.biases] class LESequential(object): def __init__(self, layers, inference_learning_rate, learning_rate_factors, loss_fn, loss_fn_deriv, tau, dt, beta, model_variant, target_type, with_optimizer=False): self.layers = layers self.learning_rate_W = inference_learning_rate self.learning_rate_biases = inference_learning_rate for i, l in enumerate(layers): l.learning_rate_W = inference_learning_rate * learning_rate_factors[i] l.learning_rate_biases = inference_learning_rate * learning_rate_factors[i] l.tau = tau l.dt = dt self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') self.loss_fn = loss_fn self.loss_fn_deriv = loss_fn_deriv self.layer_qty = len(self.layers) self.train_W = True self.target = None self.tau = tau self.dt = dt self.beta = beta self.training_beta = beta self._set_random_seed(7) # Set random seed layer_input_size = list(layers[0].input_size) if isinstance(layers[0].input_size, tuple) else [layers[0].input_size] # to handle projection, conv layer dimensions layer_input_size = [1] + layer_input_size # batch dimension self.rho = [torch.zeros(layer_input_size, device=self.device)] self.rho_deriv = [torch.zeros(layer_input_size, device=self.device)] self.errors = [torch.zeros(layer_input_size, device=self.device)] for l in self.layers: self.rho.append(torch.zeros([1, l.target_size], device=self.device)) self.rho_deriv.append(torch.zeros([1, l.target_size], device=self.device)) self.errors.append(torch.zeros([1, l.target_size], device=self.device)) self.dummy_label = torch.zeros([1, self.layers[-1].target_size], device=self.device) self.model_variant = model_variant self.target_type = target_type self.with_optimizer = with_optimizer @staticmethod def _set_random_seed(rnd_seed): """ Set random seeds to frameworks. """ np.random.seed(rnd_seed) torch.manual_seed(rnd_seed) def train(self): """ Enables training. :return: """ self.train_W = True for l in self.layers: l.train() def eval(self): """ Disables training. :return: """ self.train_W = False for l in self.layers: l.eval() def update(self, inputs, targets): """Performs an update step to the following equations defining the ODE of the neural network dynamics: :math:`(6.0) \\tau \\dot u = - u + W r + e` :math:`(6.1) e = r' \\odot W^T[u - W r] + \\beta e^{trg}` :math:`(6.2) e^{trg} = r' \\odot (r^{trg} - r)` Args: inputs: current input for layer targets: current target for layer Returns: """ with torch.no_grad(): # thanks pytorch, we roll our own gradients if targets is None and self.train_W: raise Exception("For training, a valid target must be provided") elif not self.train_W: targets = self.dummy_label self.rho[0] = inputs.clone() self.rho_deriv[0] = torch.zeros_like(inputs) # the first layer needs no rho deriv, because the calculated error can not be applied to any weight self._adapt_parallel_network_qty(inputs) target_error = self.beta * self._calculate_e_trg(targets, self.layers[-1].voltage_lookaheads, self.rho[-1], self.layers[-1].rho_deriv) if not self.train_W: target_error = target_error * 0.0 if self.model_variant == ModelVariant.VANILLA: new_rhos = [None for _ in range(self.layer_qty + 1)] new_rho_derivs = [None for _ in range(self.layer_qty + 1)] for i, layer in enumerate(self.layers): new_rhos[i + 1], new_rho_derivs[i + 1] = layer(self.rho[i], self.rho_deriv[i]) # in principle W * r + b if self.rho[i + 1] is None or new_rhos[i + 1].shape != self.rho[i + 1].shape: # just so we get proper inits self.rho[i + 1] = torch.zeros_like(new_rhos[i + 1]) self.rho_deriv[i + 1] = torch.zeros_like(new_rho_derivs[i + 1]) self.rho = new_rhos self.rho_deriv = new_rho_derivs elif self.model_variant == ModelVariant.FULL_FORWARD_PASS: for i, layer in enumerate(self.layers): self.rho[i + 1], self.rho_deriv[i + 1] = layer(self.rho[i], self.rho_deriv[i]) # in principle W * r + b else: raise Exception("Unknown model variant: one of vanilla or full_forward_pass") self._update_errors(target_error) def _update_errors(self, target_error): self.errors[-1] = target_error for i, layer in reversed(list(enumerate(self.layers))): self.errors[i] = layer.update_weights(self.errors[i + 1], self.with_optimizer) def get_errors(self): return self.errors def _calculate_e_trg(self, target, voltage_lookaheads, rho, rho_deriv): """ Calculate e_trg (insert into errors as err[-self.target_size:] = get_e_trg(...).) Args: target: rho: rho_deriv: Returns: e_trg """ # calculate target error # and use rate difference as target if self.target_type == TargetType.RATE: e_trg = rho_deriv * (target - rho) # or use voltage difference as target else: e_trg = (target - voltage_lookaheads) return e_trg def infer(self, x): self.eval() self.update(x, self.dummy_label) def __call__(self, x): return self.infer(x) # KERAS-like INTERFACE def fit(self, x=None, y=None, data_loader=None, n_updates: int = 100, batch_size=1, epochs=1, verbose=1): """ Train network on dataset. Args: x: dataset of samples to train on. y: respective labels to train on. n_updates: number of weight updates per batch. batch_size: Number of examples per batch (batch training). epochs: Amount of epochs to train for. verbose: Level of verbosity. """ if not self.train_W: # if learning is totally off, then turn on learning with default values print("Learning off, turning on with beta {0}".format(self.beta)) self.train() # turn nudging on to enable training print("Learning with batch size {0}".format(batch_size)) if data_loader is None and x is not None and y is not None: dataset = SimpleDataset(x, y) data_loader = DataLoader(dataset, batch_size=batch_size, shuffle=False, num_workers=3, worker_init_fn=dataloader_seed_worker, drop_last=True) batch_qty = int(len(data_loader.dataset)/batch_size) for epoch_i in range(epochs): for batch_i, (x, y) in enumerate(data_loader): x = x.to(self.device) y = y.to(self.device) self.fit_batch(x, y, n_updates, batch_i, batch_qty, verbose) def fit_batch(self, x=None, y=None, n_updates: int=100, batch_iteration=-1, batch_qty=-1, verbose: int=1): if verbose >= 1: print("train:: batch ", batch_iteration + 1 if batch_iteration != -1 else "", "/" if batch_qty != -1 else "", batch_qty if batch_qty != -1 else "", " | update ", end=" ") for update_i in range(n_updates): if verbose >= 2 and update_i % 10 == 0: print(update_i, end=" ") samples, labels = x, y self.update(samples, labels) if verbose >= 1: print('') def predict(self, x=None, data_loader=None, n_updates: int = 100, batch_size=1, verbose=1): """ Predict batch with trained network. Args: x: samples to be predicted. n_updates: number of updates of the network used in tests. batch_size: Size of batch to be predicted. verbose: Level of verbosity. :return: """ self.eval() # turn nudging off to disable learning print("Learning turned off") if data_loader is None: n_samples = len(x) # dataset size dataset = SimpleDataset(x, [np.zeros(self.layers[-1].target_size) for _ in range(n_samples)]) data_loader = DataLoader(dataset, batch_size=batch_size, shuffle=False, num_workers=3, worker_init_fn=dataloader_seed_worker, drop_last=True) batch_qty = int(len(data_loader.dataset)/batch_size) predictions = [] for batch_i, (x, _) in enumerate(data_loader): x = x.to(self.device) batch_predictions = self.predict_batch(x, batch_iteration=batch_i, batch_qty=batch_qty, n_updates=n_updates, verbose=verbose) predictions.extend(batch_predictions) return predictions def predict_batch(self, x, n_updates: int=100, batch_iteration=-1, batch_qty=-1, verbose: int=1): if verbose >= 1: print("predict:: batch ", batch_iteration + 1 if batch_iteration != -1 else "", "/" if batch_qty != -1 else "", batch_qty if batch_qty != -1 else "", " | update ", end=" ") for update_i in range(n_updates): if verbose >= 2 and update_i % 10 == 0: print(update_i, end=" ") samples = x self.update(samples, self.dummy_label) # use either rates or voltages as network output if self.target_type == TargetType.RATE: rates = self.rho[-1] batch_predictions = rates.detach().cpu().numpy() else: volts = self.layers[-1].voltage_lookaheads batch_predictions = volts.detach().cpu().numpy() if verbose >= 1: print('') return batch_predictions def _adapt_parallel_network_qty(self, x): """Adapt number of voltage sets to batch size (if more sets are required, repeat current sets, if less are required drop current sets). Returns: """ batch_size = x.shape[0] if self.rho[1].shape[0] != batch_size: rho_size = self.rho[1].shape[0] repeats = int(batch_size / rho_size) remainder = batch_size % rho_size repetition_vector = torch.tensor([repeats], device=self.device).repeat(rho_size) repetition_vector[-1] = repetition_vector[-1] + remainder for i in range(1, len(self.rho)): self.rho[i] = torch.repeat_interleave(self.rho[i], repetition_vector, dim=0).clone() self.rho_deriv[i] = torch.repeat_interleave(self.rho_deriv[i], repetition_vector, dim=0).clone() self.errors[i] = torch.repeat_interleave(self.errors[i], repetition_vector, dim=0).clone() self.dummy_label = torch.repeat_interleave(self.dummy_label, repetition_vector, dim=0).clone() def save_model(self, logdir): for i, l in enumerate(self.layers): l.save_layer(logdir, i) now = datetime.now() current_time = str(now.strftime("%H:%M:%S")) print(f"saved at time: {str(current_time)}") def load_model(self, old_savedir): for (i, l) in enumerate(self.layers): l.load_layer(old_savedir, i) def parameters(self): params = [] list(map(params.extend, [l.parameters() for l in self.layers])) return params
37.072142
184
0.623615
90b8867be450ec5e8e39b1bf88f9f24feab20deb
1,622
py
Python
test/contrib/test_securetransport.py
venthur/urllib3
34e11a22fb9357c5c52705bf508982cc471d96cb
[ "MIT" ]
null
null
null
test/contrib/test_securetransport.py
venthur/urllib3
34e11a22fb9357c5c52705bf508982cc471d96cb
[ "MIT" ]
null
null
null
test/contrib/test_securetransport.py
venthur/urllib3
34e11a22fb9357c5c52705bf508982cc471d96cb
[ "MIT" ]
null
null
null
import base64 import contextlib import socket import ssl import pytest try: from urllib3.contrib.securetransport import WrappedSocket except ImportError: pass def setup_module(): try: from urllib3.contrib.securetransport import inject_into_urllib3 inject_into_urllib3() except ImportError as e: pytest.skip(f"Could not import SecureTransport: {repr(e)}") def teardown_module(): try: from urllib3.contrib.securetransport import extract_from_urllib3 extract_from_urllib3() except ImportError: pass from ..test_util import TestUtilSSL # noqa: E402, F401 # SecureTransport does not support TLSv1.3 # https://github.com/urllib3/urllib3/issues/1674 from ..with_dummyserver.test_https import ( # noqa: E402, F401 TestHTTPS, TestHTTPS_TLSv1, TestHTTPS_TLSv1_1, TestHTTPS_TLSv1_2, ) from ..with_dummyserver.test_socketlevel import ( # noqa: E402, F401 TestClientCerts, TestSNI, TestSocketClosing, TestSSL, ) def test_no_crash_with_empty_trust_bundle(): with contextlib.closing(socket.socket()) as s: ws = WrappedSocket(s) with pytest.raises(ssl.SSLError): ws._custom_validate(True, b"") def test_no_crash_with_invalid_trust_bundle(): invalid_cert = base64.b64encode(b"invalid-cert") cert_bundle = ( b"-----BEGIN CERTIFICATE-----\n" + invalid_cert + b"\n-----END CERTIFICATE-----" ) with contextlib.closing(socket.socket()) as s: ws = WrappedSocket(s) with pytest.raises(ssl.SSLError): ws._custom_validate(True, cert_bundle)
24.208955
88
0.697287
6f69fff85ffd17654e31cefcf736e6aea5f4f1c0
2,155
py
Python
src/robot/libdocpkg/model.py
guykisel/robotframework
495befccb8eec20a7c38d22bf0abcc8eda72582e
[ "ECL-2.0", "Apache-2.0" ]
null
null
null
src/robot/libdocpkg/model.py
guykisel/robotframework
495befccb8eec20a7c38d22bf0abcc8eda72582e
[ "ECL-2.0", "Apache-2.0" ]
null
null
null
src/robot/libdocpkg/model.py
guykisel/robotframework
495befccb8eec20a7c38d22bf0abcc8eda72582e
[ "ECL-2.0", "Apache-2.0" ]
null
null
null
# Copyright 2008-2015 Nokia Solutions and Networks # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from itertools import chain from robot.model import Tags from robot.utils import setter from .writer import LibdocWriter from .output import LibdocOutput class LibraryDoc(object): def __init__(self, name='', doc='', version='', type='library', scope='', named_args=True, doc_format=''): self.name = name self.doc = doc self.version = version self.type = type self.scope = scope self.named_args = named_args self.doc_format = doc_format self.inits = [] self.keywords = [] @setter def scope(self, scope): return {'TESTCASE': 'test case', 'TESTSUITE': 'test suite', 'GLOBAL': 'global'}.get(scope, scope) @setter def doc_format(self, format): return format or 'ROBOT' @setter def keywords(self, kws): return sorted(kws) @property def all_tags(self): return Tags(chain.from_iterable(kw.tags for kw in self.keywords)) def save(self, output=None, format='HTML'): with LibdocOutput(output, format) as outfile: LibdocWriter(format).write(self, outfile) class KeywordDoc(object): def __init__(self, name='', args=(), doc='', tags=()): self.name = name self.args = args self.doc = doc self.tags = Tags(tags) @property def shortdoc(self): return self.doc.splitlines()[0] if self.doc else '' def __cmp__(self, other): return cmp(self.name.lower(), other.name.lower())
28.733333
75
0.641299
ce5660e274f8d93f97ff7a7b2619f412c2f60e88
30,303
py
Python
bfxapi/websockets/bfx_websocket.py
krisuj/bitfinex-api-py
5f27d5be0f616693e3cac381e7a45838080af1e5
[ "Apache-2.0" ]
null
null
null
bfxapi/websockets/bfx_websocket.py
krisuj/bitfinex-api-py
5f27d5be0f616693e3cac381e7a45838080af1e5
[ "Apache-2.0" ]
null
null
null
bfxapi/websockets/bfx_websocket.py
krisuj/bitfinex-api-py
5f27d5be0f616693e3cac381e7a45838080af1e5
[ "Apache-2.0" ]
null
null
null
""" Module used to house the bitfine websocket client """ import asyncio import json import time import random from .generic_websocket import GenericWebsocket, AuthError from .subscription_manager import SubscriptionManager from .wallet_manager import WalletManager from .order_manager import OrderManager from ..utils.auth import generate_auth_payload from ..utils.decorators import handle_failure from ..models import Order, Trade, OrderBook, Ticker, FundingTicker class Flags: """ Enum used to index the available flags used in the authentication websocket packet """ DEC_S = 9 TIME_S = 32 TIMESTAMP = 32768 SEQ_ALL = 65536 CHECKSUM = 131072 strings = { 9: 'DEC_S', 32: 'TIME_S', 32768: 'TIMESTAMP', 65536: 'SEQ_ALL', 131072: 'CHECKSUM' } def _parse_candle(cData, symbol, tf): return { 'mts': cData[0], 'open': cData[1], 'close': cData[2], 'high': cData[3], 'low': cData[4], 'volume': cData[5], 'symbol': symbol, 'tf': tf } def _parse_trade_snapshot_item(tData, symbol): return { 'mts': tData[3], 'price': tData[4], 'amount': tData[5], 'symbol': symbol } def _parse_trade(tData, symbol): return { 'mts': tData[1], 'price': tData[3], 'amount': tData[2], 'symbol': symbol } def _parse_deriv_status_update(sData, symbol): return { 'symbol': symbol, 'status_type': 'deriv', 'mts': sData[0], # placeholder 'deriv_price': sData[2], 'spot_price': sData[3], # placeholder 'insurance_fund_balance': sData[5], # placeholder # placeholder 'funding_accrued': sData[8], 'funding_step': sData[9], # placeholder } ERRORS = { 10000: 'Unknown event', 10001: 'Generic error', 10008: 'Concurrency error', 10020: 'Request parameters error', 10050: 'Configuration setup failed', 10100: 'Failed authentication', 10111: 'Error in authentication request payload', 10112: 'Error in authentication request signature', 10113: 'Error in authentication request encryption', 10114: 'Error in authentication request nonce', 10200: 'Error in un-authentication request', 10300: 'Subscription Failed (generic)', 10301: 'Already Subscribed', 10305: 'Reached limit of open channels', 10302: 'Unknown channel', 10400: 'Subscription Failed (generic)', 10401: 'Not subscribed', 11000: 'Not ready, try again later', 20000: 'User is invalid!', 20051: 'Websocket server stopping', 20060: 'Websocket server resyncing', 20061: 'Websocket server resync complete' } class BfxWebsocket(GenericWebsocket): """ More complex websocket that heavily relies on the btfxwss module. This websocket requires authentication and is capable of handling orders. https://github.com/Crypto-toolbox/btfxwss ### Emitter events: - `all` (array|Object): listen for all messages coming through - `connected:` () called when a connection is made - `disconnected`: () called when a connection is ended (A reconnect attempt may follow) - `stopped`: () called when max amount of connection retries is met and the socket is closed - `authenticated` (): called when the websocket passes authentication - `notification` (Notification): incoming account notification - `error` (array): error from the websocket - `order_closed` (Order, Trade): when an order has been closed - `order_new` (Order, Trade): when an order has been created but not closed. Note: will not be called if order is executed and filled instantly - `order_confirmed` (Order, Trade): When an order has been submitted and received - `wallet_snapshot` (array[Wallet]): Initial wallet balances (Fired once) - `order_snapshot` (array[Order]): Initial open orders (Fired once) - `positions_snapshot` (array): Initial open positions (Fired once) - `positions_new` (array): Initial open positions (Fired once) - `positions_update` (array): An active position has been updated - `positions_close` (array): An active position has closed - `wallet_update` (Wallet): Changes to the balance of wallets - `status_update` (Object): New platform status info - `seed_candle` (Object): Initial past candle to prime strategy - `seed_trade` (Object): Initial past trade to prime strategy - `funding_offer_snapshot` (array): Opening funding offer balances - `funding_loan_snapshot` (array): Opening funding loan balances - `funding_credit_snapshot` (array): Opening funding credit balances - `balance_update` (array): When the state of a balance is changed - `new_trade` (array): A new trade on the market has been executed - `new_ticker` (Ticker|FundingTicker): A new ticker update has been published - `new_funding_ticker` (FundingTicker): A new funding ticker update has been published - `new_trading_ticker` (Ticker): A new trading ticker update has been published - `trade_update` (array): A trade on the market has been updated - `new_candle` (array): A new candle has been produced - `margin_info_updates` (array): New margin information has been broadcasted - `funding_info_updates` (array): New funding information has been broadcasted - `order_book_snapshot` (array): Initial snapshot of the order book on connection - `order_book_update` (array): A new order has been placed into the ordebrook - `subscribed` (Subscription): A new channel has been subscribed to - `unsubscribed` (Subscription): A channel has been un-subscribed """ def __init__(self, API_KEY=None, API_SECRET=None, host='wss://api-pub.bitfinex.com/ws/2', manageOrderBooks=False, dead_man_switch=False, ws_capacity=25, logLevel='INFO', parse_float=float, channel_filter=[], *args, **kwargs): self.API_KEY = API_KEY self.API_SECRET = API_SECRET self.manageOrderBooks = manageOrderBooks self.dead_man_switch = dead_man_switch self.orderBooks = {} self.ws_capacity = ws_capacity self.channel_filter = channel_filter # How should we store float values? could also be bfxapi.decimal # which is slower but has higher precision. self.parse_float = parse_float super(BfxWebsocket, self).__init__(host, logLevel=logLevel, *args, **kwargs) self.subscriptionManager = SubscriptionManager(self, logLevel=logLevel) self.orderManager = OrderManager(self, logLevel=logLevel) self.wallets = WalletManager() self._WS_DATA_HANDLERS = { 'tu': self._trade_update_handler, 'wu': self._wallet_update_handler, 'hb': self._heart_beat_handler, 'te': self._trade_executed_handler, 'oc': self._order_closed_handler, 'ou': self._order_update_handler, 'on': self._order_new_handler, 'os': self._order_snapshot_handler, 'ws': self._wallet_snapshot_handler, 'ps': self._position_snapshot_handler, 'pu': self._position_update_handler, 'pn': self._position_new_handler, 'pc': self._position_close_handler, 'fos': self._funding_offer_snapshot_handler, 'fcs': self._funding_credit_snapshot_handler, 'fls': self._funding_load_snapshot_handler, 'bu': self._balance_update_handler, 'n': self._notification_handler, 'miu': self._margin_info_update_handler, 'fiu': self._funding_info_update_handler } self._WS_SYSTEM_HANDLERS = { 'info': self._system_info_handler, 'subscribed': self._system_subscribed_handler, 'unsubscribed': self._system_unsubscribe_handler, 'error': self._system_error_handler, 'auth': self._system_auth_handler, 'conf': self._system_conf_handler } async def _ws_system_handler(self, socketId, msg): eType = msg.get('event') if eType in self._WS_SYSTEM_HANDLERS: await self._WS_SYSTEM_HANDLERS[eType](socketId, msg) else: self.logger.warn( "Unknown websocket event (socketId={}): '{}' {}".format(socketId, eType, msg)) async def _ws_data_handler(self, socketId, data, raw_message_str): dataEvent = data[1] chan_id = data[0] if type(dataEvent) is str and dataEvent in self._WS_DATA_HANDLERS: return await self._WS_DATA_HANDLERS[dataEvent](data) elif self.subscriptionManager.is_subscribed(chan_id): subscription = self.subscriptionManager.get(chan_id) # candles do not have an event if subscription.channel_name == 'candles': await self._candle_handler(data) elif subscription.channel_name == 'book': await self._order_book_handler(data, raw_message_str) elif subscription.channel_name == 'trades': await self._trade_handler(data) elif subscription.channel_name == 'status': await self._status_handler(data) elif subscription.channel_name == 'ticker': await self._ticker_handler(data) else: self.logger.warn("Unknown channel type '{}'".format(subscription.channel_name)) else: self.logger.warn( "Unknown data event: '{}' {}".format(dataEvent, data)) async def _system_info_handler(self, socketId, data): self.logger.info(data) if data.get('serverId', None): # connection has been established await self.on_open(socketId) async def _system_conf_handler(self, socketId, data): flag = data.get('flags') status = data.get('status') if flag not in Flags.strings: self.logger.warn("Unknown config value set {}".format(flag)) return flagString = Flags.strings[flag] if status == "OK": self.logger.info("Enabled config flag {}".format(flagString)) else: self.logger.error( "Unable to enable config flag {}".format(flagString)) async def _system_subscribed_handler(self, socket_id, data): await self.subscriptionManager.confirm_subscription(socket_id, data) async def _system_unsubscribe_handler(self, socket_id, data): await self.subscriptionManager.confirm_unsubscribe(socket_id, data) async def _system_error_handler(self, socketId, data): err_string = ERRORS[data.get('code', 10000)] err_string = "(socketId={}) {} - {}".format( socketId, ERRORS[data.get('code', 10000)], data.get("msg", "")) self._emit(Exception(err_string)) async def _system_auth_handler(self, socketId, data): if data.get('status') == 'FAILED': raise AuthError(ERRORS[data.get('code')]) else: self._emit('authenticated', data) self.logger.info("Authentication successful.") async def _trade_update_handler(self, data): tData = data[2] # [209, 'tu', [312372989, 1542303108930, 0.35, 5688.61834032]] if self.subscriptionManager.is_subscribed(data[0]): symbol = self.subscriptionManager.get(data[0]).symbol tradeObj = _parse_trade(tData, symbol) self._emit('trade_update', tradeObj) async def _trade_executed_handler(self, data): tData = data[2] # [209, 'te', [312372989, 1542303108930, 0.35, 5688.61834032]] if self.subscriptionManager.is_subscribed(data[0]): symbol = self.subscriptionManager.get(data[0]).symbol tradeObj = _parse_trade(tData, symbol) self._emit('new_trade', tradeObj) async def _wallet_update_handler(self, data): # [0,"wu",["exchange","USD",89134.66933283,0]] uw = self.wallets._update_from_event(data) self._emit('wallet_update', uw) self.logger.info("Wallet update: {}".format(uw)) async def _heart_beat_handler(self, data): self.logger.debug("Heartbeat - {}".format(self.host)) async def _margin_info_update_handler(self, data): self._emit('margin_info_update', data) self.logger.info("Margin info update: {}".format(data)) async def _funding_info_update_handler(self, data): self._emit('funding_info_update', data) self.logger.info("Funding info update: {}".format(data)) async def _notification_handler(self, data): nInfo = data[2] self._emit('notification', nInfo) notificationType = nInfo[6] notificationText = nInfo[7] if notificationType == 'ERROR': # self._emit('error', notificationText) await self._order_error_handler(data) self.logger.error( "Notification ERROR: {}".format(notificationText)) else: self.logger.info( "Notification SUCCESS: {}".format(notificationText)) async def _balance_update_handler(self, data): self.logger.info('Balance update: {}'.format(data[2])) self._emit('balance_update', data[2]) async def _order_closed_handler(self, data): await self.orderManager.confirm_order_closed(data) async def _order_error_handler(self, data): await self.orderManager.confirm_order_error(data) async def _order_update_handler(self, data): await self.orderManager.confirm_order_update(data) async def _order_new_handler(self, data): await self.orderManager.confirm_order_new(data) async def _order_snapshot_handler(self, data): await self.orderManager.build_from_order_snapshot(data) async def _wallet_snapshot_handler(self, data): wallets = self.wallets._update_from_snapshot(data) self._emit('wallet_snapshot', wallets) async def _position_snapshot_handler(self, data): self._emit('position_snapshot', data) self.logger.info("Position snapshot: {}".format(data)) async def _position_update_handler(self, data): self._emit('position_update', data) self.logger.info("Position update: {}".format(data)) async def _position_close_handler(self, data): self._emit('position_close', data) self.logger.info("Position close: {}".format(data)) async def _position_new_handler(self, data): self._emit('position_new', data) self.logger.info("Position new: {}".format(data)) async def _funding_offer_snapshot_handler(self, data): self._emit('funding_offer_snapshot', data) self.logger.info("Funding offer snapshot: {}".format(data)) async def _funding_load_snapshot_handler(self, data): self._emit('funding_loan_snapshot', data[2]) self.logger.info("Funding loan snapshot: {}".format(data)) async def _funding_credit_snapshot_handler(self, data): self._emit('funding_credit_snapshot', data[2]) self.logger.info("Funding credit snapshot: {}".format(data)) async def _status_handler(self, data): sub = self.subscriptionManager.get(data[0]) symbol = sub.symbol status_type = sub.key.split(":")[0] rstatus = data[1] if status_type == "deriv": status = _parse_deriv_status_update(rstatus, symbol) if status: self._emit('status_update', status) else: self.logger.warn('Unknown status data type: {}'.format(data)) async def _ticker_handler(self, data): symbol = self.subscriptionManager.get(data[0]).symbol if type(data[1]) is list and len(symbol) > 0: raw_ticker = data[1] t = None if symbol[0] == 't': t = Ticker.from_raw_ticker(raw_ticker, symbol) self._emit('new_trading_ticker', t) elif symbol[0] == 'f': t = FundingTicker.from_raw_ticker(raw_ticker, symbol) self._emit('new_funding_ticker', t) else: self.logger.warn('Unknown ticker type: {}'.format(raw_ticker)) self._emit('new_ticker', t) async def _trade_handler(self, data): symbol = self.subscriptionManager.get(data[0]).symbol if type(data[1]) is list: data = data[1] # Process the batch of seed trades on # connection data.reverse() for t in data: trade = { 'mts': t[1], 'amount': t[2], 'price': t[3], 'symbol': symbol } self._emit('seed_trade', trade) async def _candle_handler(self, data): subscription = self.subscriptionManager.get(data[0]) # if candle data is empty if data[1] == []: return if type(data[1][0]) is list: # Process the batch of seed candles on # websocket subscription candlesSnapshot = data[1] candlesSnapshot.reverse() for c in candlesSnapshot: candle = _parse_candle( c, subscription.symbol, subscription.timeframe) self._emit('seed_candle', candle) else: candle = _parse_candle( data[1], subscription.symbol, subscription.timeframe) self._emit('new_candle', candle) async def _order_book_handler(self, data, orig_raw_message): obInfo = data[1] chan_id = data[0] subscription = self.subscriptionManager.get(data[0]) symbol = subscription.symbol if data[1] == "cs": dChecksum = data[2] & 0xffffffff # force to signed int checksum = self.orderBooks[symbol].checksum() # force checksums to signed integers isValid = (dChecksum) == (checksum) if isValid: msg = "Checksum orderbook validation for '{}' successful." self.logger.debug(msg.format(symbol)) else: msg = "Checksum orderbook invalid for '{}'. Resetting subscription." self.logger.warn(msg.format(symbol)) # re-build orderbook with snapshot await self.subscriptionManager.resubscribe(chan_id) return if obInfo == []: self.orderBooks[symbol] = OrderBook() return isSnapshot = type(obInfo[0]) is list if isSnapshot: self.orderBooks[symbol] = OrderBook() self.orderBooks[symbol].update_from_snapshot(obInfo, orig_raw_message) self._emit('order_book_snapshot', { 'symbol': symbol, 'data': obInfo}) else: self.orderBooks[symbol].update_with(obInfo, orig_raw_message) self._emit('order_book_update', {'symbol': symbol, 'data': obInfo}) async def on_message(self, socketId, message): self.logger.debug(message) # convert float values to decimal msg = json.loads(message, parse_float=self.parse_float) self._emit('all', msg) if type(msg) is dict: # System messages are received as json await self._ws_system_handler(socketId, msg) elif type(msg) is list: # All data messages are received as a list await self._ws_data_handler(socketId, msg, message) else: self.logger.warn('Unknown (socketId={}) websocket response: {}'.format(socketId, msg)) @handle_failure async def _ws_authenticate_socket(self, socketId): socket = self.sockets[socketId] socket.set_authenticated() jdata = generate_auth_payload(self.API_KEY, self.API_SECRET) if self.dead_man_switch: jdata['dms'] = 4 if len(self.channel_filter) > 0: jdata['filter'] = self.channel_filter await socket.send(json.dumps(jdata)) async def on_open(self, socket_id): self.logger.info("Websocket opened.") if len(self.sockets) == 1: ## only call on first connection self._emit('connected') # Orders are simulated in backtest mode if self.API_KEY and self.API_SECRET and self.get_authenticated_socket() == None: await self._ws_authenticate_socket(socket_id) # enable order book checksums if self.manageOrderBooks: await self.enable_flag(Flags.CHECKSUM) # set any existing subscriptions to not subscribed self.subscriptionManager.set_unsubscribed_by_socket(socket_id) # re-subscribe to existing channels await self.subscriptionManager.resubscribe_by_socket(socket_id) @handle_failure async def _send_auth_command(self, channel_name, data): payload = [0, channel_name, None, data] socket = self.get_authenticated_socket() if socket == None: raise ValueError("authenticated socket connection not found") if not socket.isConnected: raise ValueError("authenticated socket not connected") await socket.send(json.dumps(payload)) def get_orderbook(self, symbol): return self.orderBooks.get(symbol, None) def get_socket_capacity(self, socket_id): return self.ws_capacity - self.subscriptionManager.get_sub_count_by_socket(socket_id) def get_most_available_socket(self): bestId = None bestCount = 0 for socketId in self.sockets: cap = self.get_socket_capacity(socketId) if bestId == None or cap > bestCount: bestId = socketId bestCount = cap return self.sockets[socketId] def get_total_available_capcity(self): total = 0 for socketId in self.sockets: total += self.get_socket_capacity(socketId) return total @handle_failure async def enable_flag(self, flag): """ Enable flag on websocket connection # Attributes flag (int): int flag value """ payload = { "event": 'conf', "flags": flag } # enable on all sockets for socket in self.sockets.values(): if socket.isConnected: await socket.send(json.dumps(payload)) async def subscribe_order_book(self, symbol): """ Subscribe to an orderbook data feed # Attributes @param symbol: the trading symbol i.e 'tBTCUSD' """ return await self.subscribe('book', symbol) async def subscribe_candles(self, symbol, timeframe): """ Subscribe to a candle data feed # Attributes @param symbol: the trading symbol i.e 'tBTCUSD' @param timeframe: resolution of the candle i.e 15m, 1h """ return await self.subscribe('candles', symbol, timeframe=timeframe) async def subscribe_trades(self, symbol): """ Subscribe to a trades data feed # Attributes @param symbol: the trading symbol i.e 'tBTCUSD' """ return await self.subscribe('trades', symbol) async def subscribe_ticker(self, symbol): """ Subscribe to a ticker data feed # Attributes @param symbol: the trading symbol i.e 'tBTCUSD' """ return await self.subscribe('ticker', symbol) async def subscribe_derivative_status(self, symbol): """ Subscribe to a status data feed # Attributes @param symbol: the trading symbol i.e 'tBTCUSD' """ key = 'deriv:{}'.format(symbol) return await self.subscribe('status', symbol, key=key) async def subscribe(self, *args, **kwargs): """ Subscribe to a new channel # Attributes @param channel_name: the name of the channel i.e 'books', 'candles' @param symbol: the trading symbol i.e 'tBTCUSD' @param timeframe: sepecifies the data timeframe between each candle (only required for the candles channel) """ return await self.subscriptionManager.subscribe(*args, **kwargs) async def unsubscribe(self, *args, **kwargs): """ Unsubscribe from the channel with the given chanId # Attributes @param onComplete: function called when the bitfinex websocket responds with a signal that confirms the subscription has been unsubscribed to """ return await self.subscriptionManager.unsubscribe(*args, **kwargs) async def resubscribe(self, *args, **kwargs): """ Unsubscribes and then subscribes to the channel with the given Id This function is mostly used to force the channel to produce a fresh snapshot. """ return await self.subscriptionManager.resubscribe(*args, **kwargs) async def unsubscribe_all(self, *args, **kwargs): """ Unsubscribe from all channels. """ return await self.subscriptionManager.unsubscribe_all(*args, **kwargs) async def resubscribe_all(self, *args, **kwargs): """ Unsubscribe and then subscribe to all channels """ return await self.subscriptionManager.resubscribe_all(*args, **kwargs) async def submit_order(self, *args, **kwargs): """ Submit a new order # Attributes @param gid: assign the order to a group identifier @param symbol: the name of the symbol i.e 'tBTCUSD @param price: the price you want to buy/sell at (must be positive) @param amount: order size: how much you want to buy/sell, a negative amount indicates a sell order and positive a buy order @param market_type Order.Type: please see Order.Type enum amount decimal string Positive for buy, Negative for sell @param hidden: if True, order should be hidden from orderbooks @param price_trailing: decimal trailing price @param price_aux_limit: decimal auxiliary Limit price (only for STOP LIMIT) @param oco_stop_price: set the oco stop price (requires oco = True) @param close: if True, close position if position present @param reduce_only: if True, ensures that the executed order does not flip the opened position @param post_only: if True, ensures the limit order will be added to the order book and not match with a pre-existing order @param oco: cancels other order option allows you to place a pair of orders stipulating that if one order is executed fully or partially, then the other is automatically canceled @param time_in_force: datetime for automatic order cancellation ie. 2020-01-01 10:45:23 @param leverage: the amount of leverage to apply to the order as an integer @param onConfirm: function called when the bitfinex websocket receives signal that the order was confirmed @param onClose: function called when the bitfinex websocket receives signal that the order was closed due to being filled or cancelled """ return await self.orderManager.submit_order(*args, **kwargs) async def update_order(self, *args, **kwargs): """ Update an existing order # Attributes @param orderId: the id of the order that you want to update @param price: the price you want to buy/sell at (must be positive) @param amount: order size: how much you want to buy/sell, a negative amount indicates a sell order and positive a buy order @param delta: change of amount @param price_trailing: decimal trailing price @param price_aux_limit: decimal auxiliary Limit price (only for STOP LIMIT) @param hidden: if True, order should be hidden from orderbooks @param close: if True, close position if position present @param reduce_only: if True, ensures that the executed order does not flip the opened position @param post_only: if True, ensures the limit order will be added to the order book and not match with a pre-existing order @param time_in_force: datetime for automatic order cancellation ie. 2020-01-01 10:45:23 @param leverage: the amount of leverage to apply to the order as an integer @param onConfirm: function called when the bitfinex websocket receives signal that the order was confirmed @param onClose: function called when the bitfinex websocket receives signal that the order was closed due to being filled or cancelled """ return await self.orderManager.update_order(*args, **kwargs) async def cancel_order(self, *args, **kwargs): """ Cancel an existing open order # Attributes @param orderId: the id of the order that you want to update @param onConfirm: function called when the bitfinex websocket receives signal that the order was confirmed @param onClose: function called when the bitfinex websocket receives signal that the order was closed due to being filled or cancelled """ return await self.orderManager.cancel_order(*args, **kwargs) async def cancel_order_group(self, *args, **kwargs): """ Cancel a set of orders using a single group id. """ return await self.orderManager.cancel_order_group(*args, **kwargs) async def cancel_all_orders(self, *args, **kwargs): """ Cancel all existing open orders This function closes all open orders. """ return await self.orderManager.cancel_all_orders(*args, **kwargs) async def cancel_order_multi(self, *args, **kwargs): """ Cancel existing open orders as a batch # Attributes @param ids: an array of order ids @param gids: an array of group ids """ return await self.orderManager.cancel_order_multi(*args, **kwargs)
40.675168
147
0.636736
1ae1bafad2c4316d29529a8ecfc3bf8a3c17288b
2,841
py
Python
cuenca/http/client.py
paolodamico/cuenca-python
0a29aa1a4acfd5325d375ca0afd69ea526a34699
[ "MIT" ]
null
null
null
cuenca/http/client.py
paolodamico/cuenca-python
0a29aa1a4acfd5325d375ca0afd69ea526a34699
[ "MIT" ]
null
null
null
cuenca/http/client.py
paolodamico/cuenca-python
0a29aa1a4acfd5325d375ca0afd69ea526a34699
[ "MIT" ]
null
null
null
import os from typing import Optional, Tuple from urllib.parse import urljoin import requests from cuenca_validations.typing import ( ClientRequestParams, DictStrAny, OptionalDict, ) from requests import Response from ..exc import CuencaResponseException from ..version import API_VERSION, CLIENT_VERSION API_URL = 'https://api.cuenca.com' SANDBOX_URL = 'https://sandbox.cuenca.com' class Session: base_url: str auth: Tuple[str, str] webhook_secret: Optional[str] session: requests.Session def __init__(self): self.session = requests.Session() self.session.headers.update( { 'X-Cuenca-Api-Version': API_VERSION, 'User-Agent': f'cuenca-python/{CLIENT_VERSION}', } ) self.base_url = API_URL api_key = os.getenv('CUENCA_API_KEY', '') api_secret = os.getenv('CUENCA_API_SECRET', '') self.webhook_secret = os.getenv('CUENCA_WEBHOOK_SECRET') self.auth = (api_key, api_secret) def configure( self, api_key: Optional[str] = None, api_secret: Optional[str] = None, webhook_secret: Optional[str] = None, sandbox: Optional[bool] = None, ): """ This allows us to instantiate the http client when importing the client library and configure it later. It's also useful when rolling the api key """ self.auth = (api_key or self.auth[0], api_secret or self.auth[1]) self.webhook_secret = webhook_secret or self.webhook_secret if sandbox is False: self.base_url = API_URL elif sandbox is True: self.base_url = SANDBOX_URL def get( self, endpoint: str, params: ClientRequestParams = None, ) -> DictStrAny: return self.request('get', endpoint, params=params) def post(self, endpoint: str, data: DictStrAny) -> DictStrAny: return self.request('post', endpoint, data=data) def delete(self, endpoint: str, data: OptionalDict = None) -> DictStrAny: return self.request('delete', endpoint, data=data) def request( self, method: str, endpoint: str, params: ClientRequestParams = None, data: OptionalDict = None, **kwargs, ) -> DictStrAny: resp = self.session.request( method=method, url=self.base_url + urljoin('/', endpoint), auth=self.auth, json=data, params=params, **kwargs, ) self._check_response(resp) return resp.json() @staticmethod def _check_response(response: Response): if response.ok: return raise CuencaResponseException( json=response.json(), status_code=response.status_code, )
29.28866
77
0.613516
cda1169c5fce84867df084ec3a99ff285f14f0bf
550
py
Python
src/jt/rubicon/java/_typehandler/__init__.py
karpierz/jtypes.rubicon
8f8196e47de93183eb9728fec0d08725fc368ee0
[ "BSD-3-Clause" ]
2
2018-11-29T06:19:05.000Z
2018-12-09T09:47:55.000Z
src/jt/rubicon/java/_typehandler/__init__.py
karpierz/jtypes.rubicon
8f8196e47de93183eb9728fec0d08725fc368ee0
[ "BSD-3-Clause" ]
null
null
null
src/jt/rubicon/java/_typehandler/__init__.py
karpierz/jtypes.rubicon
8f8196e47de93183eb9728fec0d08725fc368ee0
[ "BSD-3-Clause" ]
null
null
null
# Copyright (c) 2016-2019, Adam Karpierz # Licensed under the BSD license # http://opensource.org/licenses/BSD-3-Clause from .void_handler import * # noqa from .boolean_handler import * # noqa from .char_handler import * # noqa from .byte_handler import * # noqa from .short_handler import * # noqa from .int_handler import * # noqa from .long_handler import * # noqa from .float_handler import * # noqa from .double_handler import * # noqa from .string_handler import * # noqa from .object_handler import * # noqa
34.375
45
0.703636
bcbe91747c56b718f5c59008e62407a1dbc96c78
1,476
py
Python
cadmus/retrieval/links_from_a_tags.py
biomedicalinformaticsgroup/cadmus
004f8470c22c4df3699738be142b7079088b0c00
[ "MIT" ]
5
2021-05-04T19:57:45.000Z
2022-03-22T16:38:18.000Z
cadmus/retrieval/links_from_a_tags.py
biomedicalinformaticsgroup/cadmus
004f8470c22c4df3699738be142b7079088b0c00
[ "MIT" ]
null
null
null
cadmus/retrieval/links_from_a_tags.py
biomedicalinformaticsgroup/cadmus
004f8470c22c4df3699738be142b7079088b0c00
[ "MIT" ]
1
2021-07-29T11:22:59.000Z
2021-07-29T11:22:59.000Z
from urllib.parse import urlparse import re # generic link parsing from the body of HTML def links_from_a_tags(soup, base_url): link_list = [] # build a compiled regex regex = re.compile(r"/content/.*/pdf/|/content/.*/doi/|full-text|full.pdf|advance-article|articles-pdf") # looks for all the 'a' tags for link_tag in soup.find_all('a'): # get the actual link from the 'a' tag current_link = link_tag.get('href') # if there is a link if current_link: # look for any of the regex patterns within the link if regex.search(current_link): # if there is a match make sure the link is complete before we add it to the return list if current_link.startswith('/'): if base_url is not None: # we can derive the root of the link from the request URL parse_object = urlparse(base_url) # we then build the full URL from all the parts (current link at the end) current_link = f'{parse_object.scheme}://{parse_object.netloc}{current_link}' # add to the return list link_list.append(current_link) # if the link starts with http then its already a full link elif current_link.startswith('http'): link_list.append(current_link) return link_list
46.125
108
0.584011
fe3bf75c281821db5e3bd3dac6f13cba0e42ecab
15,914
py
Python
examples/nested_decision_execution/workflow.py
Ian-Goodall-Halliwell/qlib
38c411e905d9d4a54c5cdc84d63aea1f2d727d3a
[ "MIT" ]
null
null
null
examples/nested_decision_execution/workflow.py
Ian-Goodall-Halliwell/qlib
38c411e905d9d4a54c5cdc84d63aea1f2d727d3a
[ "MIT" ]
null
null
null
examples/nested_decision_execution/workflow.py
Ian-Goodall-Halliwell/qlib
38c411e905d9d4a54c5cdc84d63aea1f2d727d3a
[ "MIT" ]
null
null
null
# Copyright (c) Microsoft Corporation. # Licensed under the MIT License. """ The expect result of `backtest` is following in current version 'The following are analysis results of benchmark return(1day).' risk mean 0.000651 std 0.012472 annualized_return 0.154967 information_ratio 0.805422 max_drawdown -0.160445 'The following are analysis results of the excess return without cost(1day).' risk mean 0.001258 std 0.007575 annualized_return 0.299303 information_ratio 2.561219 max_drawdown -0.068386 'The following are analysis results of the excess return with cost(1day).' risk mean 0.001110 std 0.007575 annualized_return 0.264280 information_ratio 2.261392 max_drawdown -0.071842 [1706497:MainThread](2021-12-07 14:08:30,263) INFO - qlib.workflow - [record_temp.py:441] - Portfolio analysis record 'port_analysis_30minute. pkl' has been saved as the artifact of the Experiment 2 'The following are analysis results of benchmark return(30minute).' risk mean 0.000078 std 0.003646 annualized_return 0.148787 information_ratio 0.935252 max_drawdown -0.142830 ('The following are analysis results of the excess return without ' 'cost(30minute).') risk mean 0.000174 std 0.003343 annualized_return 0.331867 information_ratio 2.275019 max_drawdown -0.074752 'The following are analysis results of the excess return with cost(30minute).' risk mean 0.000155 std 0.003343 annualized_return 0.294536 information_ratio 2.018860 max_drawdown -0.075579 [1706497:MainThread](2021-12-07 14:08:30,277) INFO - qlib.workflow - [record_temp.py:441] - Portfolio analysis record 'port_analysis_5minute.p kl' has been saved as the artifact of the Experiment 2 'The following are analysis results of benchmark return(5minute).' risk mean 0.000015 std 0.001460 annualized_return 0.172170 information_ratio 1.103439 max_drawdown -0.144807 'The following are analysis results of the excess return without cost(5minute).' risk mean 0.000028 std 0.001412 annualized_return 0.319771 information_ratio 2.119563 max_drawdown -0.077426 'The following are analysis results of the excess return with cost(5minute).' risk mean 0.000025 std 0.001412 annualized_return 0.281536 information_ratio 1.866091 max_drawdown -0.078194 [1706497:MainThread](2021-12-07 14:08:30,287) INFO - qlib.workflow - [record_temp.py:466] - Indicator analysis record 'indicator_analysis_1day .pkl' has been saved as the artifact of the Experiment 2 'The following are analysis results of indicators(1day).' value ffr 0.945821 pa 0.000324 pos 0.542882 [1706497:MainThread](2021-12-07 14:08:30,293) INFO - qlib.workflow - [record_temp.py:466] - Indicator analysis record 'indicator_analysis_30mi nute.pkl' has been saved as the artifact of the Experiment 2 'The following are analysis results of indicators(30minute).' value ffr 0.982910 pa 0.000037 pos 0.500806 [1706497:MainThread](2021-12-07 14:08:30,302) INFO - qlib.workflow - [record_temp.py:466] - Indicator analysis record 'indicator_analysis_5min ute.pkl' has been saved as the artifact of the Experiment 2 'The following are analysis results of indicators(5minute).' value ffr 0.991017 pa 0.000000 pos 0.000000 [1706497:MainThread](2021-12-07 14:08:30,627) INFO - qlib.timer - [log.py:113] - Time cost: 0.014s | waiting `async_log` Done """ from copy import deepcopy import qlib import fire import pandas as pd from qlib.config import REG_CN, HIGH_FREQ_CONFIG from qlib.data import D from qlib.utils import exists_qlib_data, init_instance_by_config, flatten_dict from qlib.workflow import R from qlib.workflow.record_temp import SignalRecord, PortAnaRecord from qlib.tests.data import GetData from qlib.backtest import collect_data class NestedDecisionExecutionWorkflow: market = "all" benchmark = "BTCBUSD" data_handler_config = { "start_time": "2017-08-17 04:00", "end_time": "2022-01-04 23:59", "fit_start_time": "2017-08-17 04:00", "fit_end_time": "2020-12-21 00:00", "instruments": market, } task = { "model": { "class": "LGBModel", "module_path": "qlib.contrib.model.gbdt", "kwargs": { "loss": "mse", "colsample_bytree": 0.8879, "learning_rate": 0.0421, "subsample": 0.8789, "lambda_l1": 205.6999, "lambda_l2": 580.9768, "max_depth": 8, "num_leaves": 210, "num_threads": 20, }, }, "dataset": { "class": "DatasetH", "module_path": "qlib.data.dataset", "kwargs": { "handler": { "class": "Alpha158", "module_path": "qlib.contrib.data.handler", "kwargs": data_handler_config, }, "segments": { "train": ("2017-08-17 04:00", "2020-12-21 00:00"), "valid": ("2020-12-21 00:00", "2021-06-21 00:00"), "test": ("2021-06-21 00:00", "2022-01-04 23:59"), }, }, }, } port_analysis_config = { "executor": { "class": "NestedExecutor", "module_path": "qlib.backtest.executor", "kwargs": { "time_per_step": "day", "inner_executor": { "class": "NestedExecutor", "module_path": "qlib.backtest.executor", "kwargs": { "time_per_step": "30min", "inner_executor": { "class": "SimulatorExecutor", "module_path": "qlib.backtest.executor", "kwargs": { "time_per_step": "5min", "generate_portfolio_metrics": True, "verbose": True, "indicator_config": { "show_indicator": True, }, }, }, "inner_strategy": { "class": "TWAPStrategy", "module_path": "qlib.contrib.strategy.rule_strategy", }, "generate_portfolio_metrics": True, "indicator_config": { "show_indicator": True, }, }, }, "inner_strategy": { "class": "SBBStrategyEMA", "module_path": "qlib.contrib.strategy.rule_strategy", "kwargs": { "instruments": market, "freq": "1min", }, }, "track_data": True, "generate_portfolio_metrics": True, "indicator_config": { "show_indicator": True, }, }, }, "backtest": { "start_time": "2017-08-17 04:00", "end_time": "2022-01-04 23:59", "account": 1000000, "exchange_kwargs": { "freq": "1min", "limit_threshold": None, "deal_price": "close", "open_cost": 0.0001, "close_cost": 0.0001, 'trade_unit': None, 'min_cost': 5, }, }, } def _init_qlib(self): """initialize qlib""" provider_uri_day = "F:/q-bin/data-download/day-processed" # target_dir #GetData().qlib_data(target_dir=provider_uri_day, version="v2", exists_skip=True) #provider_uri_1min = HIGH_FREQ_CONFIG.get("provider_uri") provider_uri_1min = "F:/q-bin/data-download/1min-processed" print(provider_uri_1min) #provider_uri_1min = "C:/Users/gooda/Documents/GitHub/qlib/minData" # GetData().qlib_data( # target_dir=provider_uri_1min, interval="1min", region='cr', version="v2", exists_skip=True # ) provider_uri_map = {"1min": provider_uri_1min, "day": provider_uri_day} qlib.init(provider_uri=provider_uri_map, dataset_cache=None, expression_cache=None) def _train_model(self, model, dataset): with R.start(experiment_name="train"): R.log_params(**flatten_dict(self.task)) model.fit(dataset) R.save_objects(**{"params.pkl": model}) # prediction recorder = R.get_recorder() sr = SignalRecord(model, dataset, recorder) sr.generate() def backtest(self): self._init_qlib() model = init_instance_by_config(self.task["model"]) dataset = init_instance_by_config(self.task["dataset"]) self._train_model(model, dataset) strategy_config = { "class": "TopkDropoutStrategy", "module_path": "qlib.contrib.strategy.signal_strategy", "kwargs": { "signal": (model, dataset), "topk": 50, "n_drop": 5, }, } self.port_analysis_config["strategy"] = strategy_config self.port_analysis_config["backtest"]["benchmark"] = self.benchmark with R.start(experiment_name="backtest"): recorder = R.get_recorder() par = PortAnaRecord( recorder, self.port_analysis_config, indicator_analysis_method="value_weighted", ) par.generate() # user could use following methods to analysis the position # report_normal_df = recorder.load_object("portfolio_analysis/report_normal_1day.pkl") # from qlib.contrib.report import analysis_position # analysis_position.report_graph(report_normal_df) def collect_data(self): self._init_qlib() model = init_instance_by_config(self.task["model"]) dataset = init_instance_by_config(self.task["dataset"]) self._train_model(model, dataset) executor_config = self.port_analysis_config["executor"] backtest_config = self.port_analysis_config["backtest"] backtest_config["benchmark"] = self.benchmark strategy_config = { "class": "TopkDropoutStrategy", "module_path": "qlib.contrib.strategy.signal_strategy", "kwargs": { "signal": (model, dataset), "topk": 50, "n_drop": 5, }, } data_generator = collect_data(executor=executor_config, strategy=strategy_config, **backtest_config) for trade_decision in data_generator: print(trade_decision) # the code below are for checking, users don't have to care about it # The tests can be categorized into 2 types # 1) comparing same backtest # - Basic test idea: the shared accumulated value are equal in multiple levels # - Aligning the profit calculation between multiple levels and single levels. # 2) comparing different backtest # - Basic test idea: # - the daily backtest will be similar as multi-level(the data quality makes this gap samller) def check_diff_freq(self): self._init_qlib() exp = R.get_exp(experiment_name="backtest") rec = next(iter(exp.list_recorders().values())) # assuming this will get the latest recorder for check_key in "account", "total_turnover", "total_cost": check_key = "total_cost" acc_dict = {} for freq in ["30minute", "5minute", "1day"]: acc_dict[freq] = rec.load_object(f"C:/Users/gooda/mlruns/3/bd74a8b02e8a4be7b5cd6a3bff5c228e/artifacts/portfolio_analysis/report_normal_{freq}.pkl")[check_key] acc_df = pd.DataFrame(acc_dict) acc_resam = acc_df.resample("1d").last().dropna() assert (acc_resam["30minute"] == acc_resam["1day"]).all() def backtest_only_daily(self): """ This backtest is used for comparing the nested execution and single layer execution Due to the low quality daily-level and miniute-level data, they are hardly comparable. So it is used for detecting serious bugs which make the results different greatly. .. code-block:: shell [1724971:MainThread](2021-12-07 16:24:31,156) INFO - qlib.workflow - [record_temp.py:441] - Portfolio analysis record 'port_analysis_1day.pkl' has been saved as the artifact of the Experiment 2 'The following are analysis results of benchmark return(1day).' risk mean 0.000651 std 0.012472 annualized_return 0.154967 information_ratio 0.805422 max_drawdown -0.160445 'The following are analysis results of the excess return without cost(1day).' risk mean 0.001375 std 0.006103 annualized_return 0.327204 information_ratio 3.475016 max_drawdown -0.024927 'The following are analysis results of the excess return with cost(1day).' risk mean 0.001184 std 0.006091 annualized_return 0.281801 information_ratio 2.998749 max_drawdown -0.029568 [1724971:MainThread](2021-12-07 16:24:31,170) INFO - qlib.workflow - [record_temp.py:466] - Indicator analysis record 'indicator_analysis_1day. pkl' has been saved as the artifact of the Experiment 2 'The following are analysis results of indicators(1day).' value ffr 1.0 pa 0.0 pos 0.0 [1724971:MainThread](2021-12-07 16:24:31,188) INFO - qlib.timer - [log.py:113] - Time cost: 0.007s | waiting `async_log` Done """ self._init_qlib() model = init_instance_by_config(self.task["model"]) dataset = init_instance_by_config(self.task["dataset"]) self._train_model(model, dataset) strategy_config = { "class": "TopkDropoutStrategy", "module_path": "qlib.contrib.strategy.signal_strategy", "kwargs": { "signal": (model, dataset), "topk": 50, "n_drop": 5, }, } pa_conf = deepcopy(self.port_analysis_config) pa_conf["strategy"] = strategy_config pa_conf["executor"] = { "class": "SimulatorExecutor", "module_path": "qlib.backtest.executor", "kwargs": { "time_per_step": "day", "generate_portfolio_metrics": True, "verbose": True, }, } pa_conf["backtest"]["benchmark"] = self.benchmark with R.start(experiment_name="backtest"): recorder = R.get_recorder() par = PortAnaRecord(recorder, pa_conf) par.generate() if __name__ == "__main__": fire.Fire(NestedDecisionExecutionWorkflow)
40.085642
174
0.56598
ed7027e5fd887bb59c20942b584f267d8e5233c8
1,666
py
Python
c4d/create_anim.py
avi-grtl/SimpleMimic
1fe3325830f81347ef5b8217eda43fe803253730
[ "MIT" ]
null
null
null
c4d/create_anim.py
avi-grtl/SimpleMimic
1fe3325830f81347ef5b8217eda43fe803253730
[ "MIT" ]
null
null
null
c4d/create_anim.py
avi-grtl/SimpleMimic
1fe3325830f81347ef5b8217eda43fe803253730
[ "MIT" ]
1
2019-11-03T18:48:24.000Z
2019-11-03T18:48:24.000Z
import c4d.modules.character as c4dchar import c4d.documents as c4ddoc import c4d.utils as c4dutils import c4d import json print "_____________" anim_desc = { "Loop": "wrap", "Frames": [] } # Recurses a hierarchy, starting from op def recurse_hierarchy(op, parentID): global depth global globalID # print "{} parent: {}".format(depth, parentID) myID = parentID if isinstance(op, c4dchar.CAJointObject): globalID += 1 myID = globalID if myID == 0: # if root, add offset pos pos = op.GetMl().off anim_desc["Frames"][-1].append(.5) anim_desc["Frames"][-1].append(round(pos.x, 5)) anim_desc["Frames"][-1].append(round(pos.y, 5)) anim_desc["Frames"][-1].append(round(pos.z, 5)) # only add quaternions rot = c4dutils.MatrixToHPB(op.GetMl()) q = c4d.Quaternion() q.SetHPB(rot) anim_desc["Frames"][-1].append(round(q.w, 5)) anim_desc["Frames"][-1].append(round(q.v.x, 5)) anim_desc["Frames"][-1].append(round(q.v.y, 5)) anim_desc["Frames"][-1].append(round(q.v.z, 5)) for child in op.GetChildren(): depth += 1 recurse_hierarchy(child, myID) depth -= 1 doc = c4ddoc.GetActiveDocument() if doc: # Iterate all objects in the document depth = 0 globalID = -1 anim_desc anim_desc["Frames"].append([]) for op in doc.GetObjects(): recurse_hierarchy(op, globalID) with open("/Users/scott/Documents/deepmimic/DeepMimic/data/motions/agent.txt", "w") as f: printJson = json.dumps(anim_desc, indent=4) f.write(printJson)
26.444444
89
0.606242
bcb11c0b20cb51f21c87bac47bff671930948e68
167
py
Python
main.py
arteum33/Python_Lesson_1
fd8a15bcddc49797e4e012614a0b6d7cf6098686
[ "MIT" ]
null
null
null
main.py
arteum33/Python_Lesson_1
fd8a15bcddc49797e4e012614a0b6d7cf6098686
[ "MIT" ]
null
null
null
main.py
arteum33/Python_Lesson_1
fd8a15bcddc49797e4e012614a0b6d7cf6098686
[ "MIT" ]
null
null
null
import requests import json url= 'https://www.cbr-xml-daily.ru/daily_json.js' response= requests.get(url) print(response) data= json.loads(response.text) print(data)
18.555556
49
0.772455
4ab456260f6c742ad312aaa99e3e2590ddc0675c
731
py
Python
olamundo.py/exercicios_refeitos/ex029.py
gabrielviticov/exercicios-python
4068cb0029513f8ab8bd12fa3a9055f37b4040d4
[ "MIT" ]
null
null
null
olamundo.py/exercicios_refeitos/ex029.py
gabrielviticov/exercicios-python
4068cb0029513f8ab8bd12fa3a9055f37b4040d4
[ "MIT" ]
null
null
null
olamundo.py/exercicios_refeitos/ex029.py
gabrielviticov/exercicios-python
4068cb0029513f8ab8bd12fa3a9055f37b4040d4
[ "MIT" ]
null
null
null
''' ex029: Escreva um programa que leia a velocidade de uma carro. Se ele ultrapassar 80 km/h, mostre uma mensagem dizendo que ele foi multado. A multa vai custar R$ 7,00 por cada Km acima do limite. ''' from colorise import set_color, reset_color cor = { 'limpa':'\033[m', 'white':'\033[1;97m' } set_color(fg='green') velocidade_carro = int(input('Informe a velocidade do carro KM/H: ')) if velocidade_carro > 80: multa = (velocidade_carro - 80) * 7.00 print('\nMULTADO! VOCÊ ULTRAPASSOU O LIMITE PERMITIDO. LOGO TERÁ QUE PAGAR ', end='') reset_color() print('{}R${:.2f}{}'.format(cor['white'], multa, cor['limpa'])) else: set_color(fg='green') print('\nCONTINUE ASSIM. DIRIGINDO COM SEGURANÇA!')
36.55
195
0.679891
dd1c6d7c1668febd90eec7f2a6522dfcabe096cf
125,713
py
Python
modules/templates/CCC/config.py
hallamoore/eden
c8e7483f153c80c269dc6ee7e720337323e6f574
[ "MIT" ]
null
null
null
modules/templates/CCC/config.py
hallamoore/eden
c8e7483f153c80c269dc6ee7e720337323e6f574
[ "MIT" ]
null
null
null
modules/templates/CCC/config.py
hallamoore/eden
c8e7483f153c80c269dc6ee7e720337323e6f574
[ "MIT" ]
null
null
null
# -*- coding: utf-8 -*- from collections import OrderedDict from gluon import current from gluon.storage import Storage def config(settings): """ Cumbria County Council extensions to the Volunteer Management template - branding - support Donations - support Assessments """ T = current.T settings.base.system_name = T("Support Cumbria") settings.base.system_name_short = T("Support Cumbria") # Theme settings.base.theme = "CCC" settings.base.theme_layouts = "CCC" settings.base.theme_config = "CCC" # PrePopulate data settings.base.prepopulate += ("CCC",) settings.base.prepopulate_demo = ("CCC/Demo",) # Authentication settings # Do new users need to verify their email address? settings.auth.registration_requires_verification = True # Do new users need to be approved by an administrator prior to being able to login? # - varies by path (see register() in controllers.py) #settings.auth.registration_requires_approval = True settings.auth.registration_requests_organisation = True # Required for access to default realm permissions settings.auth.registration_link_user_to = ["staff"] settings.auth.registration_link_user_to_default = ["staff"] settings.auth.realm_entity_types = ("org_organisation", #"org_office", "pr_forum", "pr_group", ) # ------------------------------------------------------------------------- # L10n (Localization) settings settings.L10n.languages = OrderedDict([ ("en-gb", "English"), ]) # Default Language settings.L10n.default_language = "en-gb" # Uncomment to Hide the language toolbar settings.L10n.display_toolbar = False # Security Policy # http://eden.sahanafoundation.org/wiki/S3AAA#System-widePolicy # 1: Simple (default): Global as Reader, Authenticated as Editor # 2: Editor role required for Update/Delete, unless record owned by session # 3: Apply Controller ACLs # 4: Apply both Controller & Function ACLs # 5: Apply Controller, Function & Table ACLs # 6: Apply Controller, Function, Table ACLs and Entity Realm # 7: Apply Controller, Function, Table ACLs and Entity Realm + Hierarchy # 8: Apply Controller, Function, Table ACLs, Entity Realm + Hierarchy and Delegations settings.security.policy = 7 # Organisation-ACLs # Consent Tracking settings.auth.consent_tracking = True # Which page to go to after login? def login_next(): """ @ToDo: This function won't work once we update s3aaa.py login to 2-factor auth since roles not yet assigned when this function is called """ from gluon import URL has_role = current.auth.s3_has_role if has_role("ADMIN"): next = current.request.vars._next or URL(c="default", f="index") elif has_role("VOLUNTEER") or has_role("RESERVE"): next = URL(c="cms", f="post", args="datalist") elif has_role("DONOR"): next = URL(c="default", f="index", args="donor") else: next = current.request.vars._next or URL(c="default", f="index") return next settings.auth.login_next = login_next settings.auth.login_next_always = True # Record Approval settings.auth.record_approval = True settings.auth.record_approval_required_for = ("org_organisation", ) # ------------------------------------------------------------------------- # Comment/uncomment modules here to disable/enable them # Modules menu is defined in modules/eden/menu.py #settings.modules.update([ settings.modules = OrderedDict([ # Core modules which shouldn't be disabled ("default", Storage( name_nice = T("Home"), restricted = False, # Use ACLs to control access to this module access = None, # All Users (inc Anonymous) can see this module in the default menu & access the controller module_type = None # This item is not shown in the menu )), ("admin", Storage( name_nice = T("Administration"), #description = "Site Administration", restricted = True, access = "|1|", # Only Administrators can see this module in the default menu & access the controller module_type = None # This item is handled separately for the menu )), ("appadmin", Storage( name_nice = T("Administration"), #description = "Site Administration", restricted = True, module_type = None # No Menu )), ("errors", Storage( name_nice = T("Ticket Viewer"), #description = "Needed for Breadcrumbs", restricted = False, module_type = None # No Menu )), #("sync", Storage( # name_nice = T("Synchronization"), # #description = "Synchronization", # restricted = True, # access = "|1|", # Only Administrators can see this module in the default menu & access the controller # module_type = None # This item is handled separately for the menu #)), #("tour", Storage( # name_nice = T("Guided Tour Functionality"), # module_type = None, #)), #("translate", Storage( # name_nice = T("Translation Functionality"), # #description = "Selective translation of strings based on module.", # module_type = None, #)), ("gis", Storage( name_nice = T("Map"), #description = "Situation Awareness & Geospatial Analysis", restricted = True, module_type = None, )), ("pr", Storage( name_nice = T("Person Registry"), #description = "Central point to record details on People", restricted = True, access = "|1|", # Only Administrators can see this module in the default menu (access to controller is possible to all still) module_type = None, )), ("org", Storage( name_nice = T("Organizations"), #description = 'Lists "who is doing what & where". Allows relief agencies to coordinate their activities', restricted = True, module_type = None, )), ("hrm", Storage( name_nice = T("Personnel"), #description = "Human Resources Management", restricted = True, module_type = None, )), #("vol", Storage( # name_nice = T("Volunteers"), # #description = "Human Resources Management", # restricted = True, # module_type = 2, #)), ("cms", Storage( name_nice = T("Content Management"), #description = "Content Management System", restricted = True, module_type = None, )), ("doc", Storage( name_nice = T("Documents"), #description = "A library of digital resources, such as photos, documents and reports", restricted = True, module_type = None, )), ("msg", Storage( name_nice = T("Messaging"), #description = "Sends & Receives Alerts via Email & SMS", restricted = True, # The user-visible functionality of this module isn't normally required. Rather it's main purpose is to be accessed from other modules. module_type = None, )), #("cr", Storage( # name_nice = T("Shelters"), # #description = "Tracks the location, capacity and breakdown of victims in Shelters", # restricted = True, # module_type = 10 #)), ("dc", Storage( name_nice = T("Assessments"), #description = "Data collection tool", restricted = True, module_type = None, )), ("project", Storage( name_nice = T("Projects"), #description = "Tasks for Contacts", restricted = True, module_type = None, )), ("supply", Storage( name_nice = T("Supply Chain Management"), #description = "Used within Inventory Management, Request Management and Asset Management", restricted = True, module_type = None, # Not displayed )), #("inv", Storage( # name_nice = T("Warehouses"), # #description = "Receiving and Sending Items", # restricted = True, # module_type = None, #)), ("req", Storage( name_nice = T("Requests"), #description = "Manage requests for supplies, assets, staff or other resources. Matches against Inventories where supplies are requested.", restricted = True, module_type = None, )), ]) settings.search.filter_manager = False settings.ui.filter_clear = False settings.cms.richtext = True settings.hrm.event_course_mandatory = False settings.pr.hide_third_gender = False #settings.project.task_priority_opts = {1: T("Low"), # 2: T("Medium"), # 3: T("High"), # } #settings.project.task_status_opts = {1: T("New"), # 2: T("In-Progress"), # 3: T("Closed"), # } # Now using req_need, so unused: #settings.req.req_type = ("People",) # ------------------------------------------------------------------------- def ccc_realm_entity(table, row): """ Assign a Realm Entity to records """ if current.auth.s3_has_role("ADMIN"): # Use default rules return 0 tablename = table._tablename if tablename in (#"hrm_training_event", "project_task", #"req_need", ): # Use the Org of the Creator db = current.db new_row = db(table.id == row.id).select(table.created_by, limitby = (0, 1), ).first() user_id = new_row.created_by utable = db.auth_user otable = current.s3db.org_organisation query = (utable.id == user_id) & \ (utable.organisation_id == otable.id) org = db(query).select(otable.pe_id, limitby = (0, 1), ).first() if org: return org.pe_id # Use default rules return 0 settings.auth.realm_entity = ccc_realm_entity # ------------------------------------------------------------------------- def ccc_rheader(r): """ Custom rheaders """ if r.representation != "html": # RHeaders only used in interactive views return None # Need to use this format as otherwise req_match?viewing=org_office.x # doesn't have an rheader from s3 import s3_rheader_resource, s3_rheader_tabs tablename, record = s3_rheader_resource(r) if record is None: # List or Create form: rheader makes no sense here return None from gluon import DIV, TABLE, TR, TH T = current.T if tablename == "hrm_training_event": T = current.T if current.auth.s3_has_role("ORG_ADMIN"): tabs = [(T("Basic Details"), None), (T("Participants"), "participant"), (T("Invite"), "assign"), ] else: tabs = [] rheader_tabs = s3_rheader_tabs(r, tabs) table = r.table location_id = table.location_id date_field = table.start_date rheader = DIV(TABLE(TR(TH("%s: " % T("Event name")), record.name, ), TR(TH("%s: " % T("Date")), date_field.represent(record.start_date), ), TR(TH("%s: " % location_id.label), location_id.represent(record.location_id), )), rheader_tabs) elif tablename == "org_organisation": T = current.T tabs = [(T("Basic Details"), None), #(T("Offices"), "office"), (T("Key Locations"), "facility"), #(T("Locations Served"), "location"), (T("Volunteers"), "human_resource"), ] rheader_tabs = s3_rheader_tabs(r, tabs) from s3 import s3_fullname table = r.table rheader = DIV(TABLE(TR(TH("%s: " % T("Name")), record.name, )), rheader_tabs) elif tablename == "pr_group": T = current.T tabs = [(T("Basic Details"), None), # 'Person' allows native tab breakout #(T("Members"), "group_membership"), (T("Members"), "person"), #(T("Locations"), "group_location"), #(T("Skills"), "competency"), ] rheader_tabs = s3_rheader_tabs(r, tabs) from s3 import s3_fullname table = r.table rheader = DIV(TABLE(TR(TH("%s: " % T("Name")), record.name, )), rheader_tabs) elif tablename == "pr_person": T = current.T tabs = [(T("Basic Details"), None), (T("Address"), "address"), (T("Contacts"), "contacts"), # Included in Contacts tab: #(T("Emergency Contacts"), "contact_emergency"), ] get_vars_get = r.get_vars.get has_role = current.auth.s3_has_role if get_vars_get("donors") or \ has_role("DONOR", include_admin=False): # Better on main form using S3SQLInlineLink #tabs.append((T("Goods / Services"), "item")) pass elif get_vars_get("groups") or \ has_role("GROUP_ADMIN", include_admin=False): # Better as menu item, to be able to access tab(s) #tabs.append((T("Group"), "group")) pass else: tabs.append((T("Additional Information"), "additional")) # Better on main form using S3SQLInlineLink #tabs.append((T("Skills"), "competency")) if has_role("ORG_ADMIN"): tabs.insert(1, (T("Affiliation"), "human_resource")) rheader_tabs = s3_rheader_tabs(r, tabs) from s3 import s3_fullname table = r.table rheader = DIV(TABLE(TR(TH("%s: " % T("Name")), s3_fullname(record), )), rheader_tabs) elif tablename == "req_need": if not current.auth.s3_has_role("ORG_ADMIN"): # @ToDo: Button to Apply (rheader or rfooter) return None T = current.T tabs = [(T("Basic Details"), None), #(T("Items"), "need_item"), #(T("Skills"), "need_skill"), (T("Participants"), "need_person"), (T("Invite"), "assign"), ] rheader_tabs = s3_rheader_tabs(r, tabs) table = r.table location_id = table.location_id date_field = table.date rheader = DIV(TABLE(TR(TH("%s: " % table.name.label), record.name, ), TR(TH("%s: " % date_field.label), date_field.represent(record.date), ), TR(TH("%s: " % location_id.label), location_id.represent(record.location_id), )), rheader_tabs) return rheader # ------------------------------------------------------------------------- def customise_auth_user_resource(r, tablename): """ Hook in custom auth_user_register_onaccept for use when Agency/Existing Users are Approved """ from templates.CCC.controllers import auth_user_register_onaccept current.s3db.configure("auth_user", register_onaccept = auth_user_register_onaccept, ) settings.customise_auth_user_resource = customise_auth_user_resource # ------------------------------------------------------------------------- def customise_auth_user_controller(**attr): if current.request.args(0) == "register": # Not easy to tweak the URL in the login form's buttons from gluon import redirect, URL redirect(URL(c="default", f="index", args="register", vars=current.request.get_vars)) return attr settings.customise_auth_user_controller = customise_auth_user_controller # ------------------------------------------------------------------------- def customise_cms_post_resource(r, tablename): from gluon import URL from s3 import S3SQLCustomForm, S3SQLInlineComponent, S3TextFilter #from templates.CCC.controllers import cms_post_list_layout current.response.s3.crud_strings[tablename] = Storage( label_create = T("Add Information"), # title_display = T("Guide Details"), title_list = "", # title_update = T("Edit Guide"), # #title_upload = T("Import Guides"), # label_list_button = T("List Guides"), # label_delete_button = T("Delete Guide"), # msg_record_created = T("Guide added"), # msg_record_modified = T("Guide updated"), # msg_record_deleted = T("Guide deleted"), # msg_list_empty = T("No Guides currently registered") ) s3db = current.s3db #f = s3db.cms_post.series_id #f.label = T("Category") #f.readable = f.writable = True s3db.configure("cms_post", create_next = URL(args="datalist"), crud_form = S3SQLCustomForm(#"series_id", "title", "body", S3SQLInlineComponent( "document", label = T("Attachment"), #multiple = False, fields = [("", "file")], ), ), list_fields = [#"series_id", "title", "body", "date", "document.file", ], #list_layout = cms_post_list_layout, filter_widgets = [S3TextFilter(["title", #"series_id", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), ], ) settings.customise_cms_post_resource = customise_cms_post_resource # ----------------------------------------------------------------------------- def customise_cms_post_controller(**attr): s3 = current.response.s3 # Custom prep standard_prep = s3.prep def prep(r): # Call standard prep if callable(standard_prep): result = standard_prep(r) else: result = True if r.method == "datalist": # Filter out system posts from s3 import FS r.resource.add_filter(FS("post_module.module") == None) # Twitter script s3.scripts.append("https://platform.twitter.com/widgets.js") return result s3.prep = prep s3.dl_no_header = True #attr["dl_rowsize"] = 2 return attr settings.customise_cms_post_controller = customise_cms_post_controller # ------------------------------------------------------------------------- def customise_doc_document_resource(r, tablename): from gluon import IS_IN_SET, URL from s3 import S3SQLCustomForm, S3TextFilter #from templates.CCC.controllers import doc_document_list_layout current.response.s3.crud_strings[tablename] = Storage( label_create = T("Add Document"), # title_display = T("Guide Details"), title_list = "", # title_update = T("Edit Guide"), # #title_upload = T("Import Guides"), # label_list_button = T("List Guides"), # label_delete_button = T("Delete Guide"), # msg_record_created = T("Guide added"), # msg_record_modified = T("Guide updated"), # msg_record_deleted = T("Guide deleted"), # msg_list_empty = T("No Guides currently registered") ) s3db = current.s3db # Filtered components s3db.add_components("doc_document", doc_document_tag = ({"name": "document_type", "joinby": "document_id", "filterby": {"tag": "document_type"}, "multiple": False, }, ), ) # Individual settings for specific tag components components_get = s3db.resource(tablename).components.get document_type = components_get("document_type") f = document_type.table.value f.requires = IS_IN_SET(["Emergency Plan", "Contact Information", "Risk Assessment", "Guidance Document", "Map", "Other", ]) f = s3db.doc_document.organisation_id user = current.auth.user organisation_id = user and user.organisation_id if organisation_id: f.default = organisation_id else: f.readable = f.writable = True s3db.configure("doc_document", create_next = URL(args="datalist"), crud_form = S3SQLCustomForm("organisation_id", (T("Type"), "document_type.value"), (T("Document Name"), "name"), "file", "date", "comments", ), list_fields = ["organisation_id", "document_type.value", "name", "file", "date", "comments", ], #list_layout = doc_document_list_layout, filter_widgets = [S3TextFilter(["name", "organisation_id", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), ], ) settings.customise_doc_document_resource = customise_doc_document_resource # ----------------------------------------------------------------------------- def customise_doc_document_controller(**attr): current.response.s3.dl_no_header = True return attr settings.customise_doc_document_controller = customise_doc_document_controller # ------------------------------------------------------------------------- def customise_hrm_competency_resource(r, tablename): s3db = current.s3db table = s3db.hrm_competency table.competency_id.readable = table.competency_id.writable = False table.organisation_id.readable = table.organisation_id.writable = False s3db.configure("hrm_competency", list_fields = ["skill_id", "comments", ], ) settings.customise_hrm_competency_resource = customise_hrm_competency_resource # ------------------------------------------------------------------------- def customise_hrm_human_resource_resource(r, tablename): from s3 import S3OptionsFilter, S3SQLCustomForm, S3TextFilter from s3layouts import S3PopupLink s3db = current.s3db # Filtered components s3db.add_components("hrm_human_resource", hrm_human_resource_tag = ({"name": "job_title", "joinby": "human_resource_id", "filterby": {"tag": "job_title"}, "multiple": False, }, ), ) table = s3db.hrm_human_resource # We use job_title tag instead for freetext rather than dropdown #f = table.job_title_id #f.label = T("Role") #f.comment = S3PopupLink(c = "hrm", # f = "job_title", # label = T("New Job Title"), # title = T("Role"), # tooltip = T("The volunteer's role"), # ) if r.controller == "default": # Personal Profile list_fields = ["job_title.value", ] current.response.s3.crud_strings[tablename] = Storage( label_create = T("New Affiliation"), title_display = T("Affiliation Details"), title_list = T("Affiliations"), title_update = T("Edit Affiliation"), #title_upload = T("Import Affiliations"), label_list_button = T("List Affiliations"), label_delete_button = T("Delete Affiliation"), msg_record_created = T("Affiliation added"), msg_record_modified = T("Affiliation updated"), msg_record_deleted = T("Affiliation deleted"), msg_list_empty = T("No Affiliations currently registered") ) else: list_fields = ["person_id", (T("Role"), "job_title.value"), (T("Skills"), "person_id$competency.skill_id"), (T("Email"), "email.value"), (T("Mobile Phone"), "phone.value"), ] current.response.s3.crud_strings[tablename] = Storage( label_create = T("New Volunteer"), title_display = T("Volunteer Details"), title_list = T("Volunteers"), title_update = T("Edit Volunteer"), #title_upload = T("Import Volunteers"), label_list_button = T("List Volunteers"), label_delete_button = T("Delete Volunteer"), msg_record_created = T("Volunteer added"), msg_record_modified = T("Volunteer updated"), msg_record_deleted = T("Volunteer deleted"), msg_list_empty = T("No Volunteers currently registered") ) filter_fields = ["person_id$first_name", "person_id$middle_name", "person_id$last_name", "job_title.value", "comments", "person_id$competency.skill_id$name", ] gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} filter_widgets = [S3TextFilter(filter_fields, #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("person_id$person_location.location_id", label = T("Locations Served"), options = districts, ), S3OptionsFilter("person_id$competency.skill_id"), ] if current.auth.s3_has_role("ADMIN"): filter_fields.insert(0, "organisation_id$name") filter_widgets.append(S3OptionsFilter("organisation_id")) list_fields.insert(0, "organisation_id") else: f = table.organisation_id f.readable = f.writable = False f.comment = None # No Create s3db.configure("hrm_human_resource", crud_form = S3SQLCustomForm("organisation_id", (T("Role"), "job_title.value"), "person_id", "comments", ), list_fields = list_fields, filter_widgets = filter_widgets, ) settings.customise_hrm_human_resource_resource = customise_hrm_human_resource_resource # ------------------------------------------------------------------------- #def customise_hrm_job_title_resource(r, tablename): # current.response.s3.crud_strings[tablename] = Storage( # label_create = T("New Role"), # title_display = T("Role Details"), # title_list = T("Roles"), # title_update = T("Edit Role"), # #title_upload = T("Import Roles"), # label_list_button = T("List Roles"), # label_delete_button = T("Delete Role"), # msg_record_created = T("Role added"), # msg_record_modified = T("Role updated"), # msg_record_deleted = T("Role deleted"), # msg_list_empty = T("No Roles currently registered") # ) #settings.customise_hrm_job_title_resource = customise_hrm_job_title_resource # ------------------------------------------------------------------------- def hrm_training_event_postprocess(form): """ Create Site based on other fields """ training_event_id = form.vars.id db = current.db s3db = current.s3db etable = s3db.hrm_training_event ettable = s3db.hrm_event_tag ftable = s3db.org_facility # Load record left = ettable.on((ettable.training_event_id == training_event_id) & \ (ettable.tag == "venue_name") ) training_event = db(etable.id == training_event_id).select(etable.location_id, etable.site_id, ettable.value, left = left, limitby = (0, 1) ).first() venue_name = training_event[ettable.value] location_id = training_event[etable.location_id] site_id = training_event[etable.site_id] if site_id: facility = db(ftable.site_id == site_id).select(ftable.id, limitby = (0, 1) ).first() facility.update_record(name = venue_name, location_id = location_id, ) else: record = {"name": venue_name, "location_id": location_id, } facility_id = ftable.insert(**record) record["id"] = facility_id s3db.update_super(ftable, record) db(etable.id == training_event_id).update(site_id = record["site_id"]) # ------------------------------------------------------------------------- def customise_hrm_training_resource(r, tablename): from s3 import S3SQLCustomForm s3db = current.s3db table = s3db.hrm_training table.status.readable = table.status.writable = True table.person_id.represent = s3db.pr_PersonRepresent(show_link=True) s3db.configure("req_need_person", ) s3db.configure("hrm_training", crud_form = S3SQLCustomForm("person_id", "status", "comments", ), list_fields = ["person_id", "person_id$human_resource.organisation_id", "status", "comments", ], # Don't add people here (they are either invited or apply) listadd = False, ) settings.customise_hrm_training_resource = customise_hrm_training_resource # ------------------------------------------------------------------------- def customise_hrm_training_event_resource(r, tablename): from gluon import IS_EMAIL, IS_EMPTY_OR, IS_IN_SET, IS_NOT_EMPTY, IS_URL from s3 import IS_UTC_DATETIME, \ S3SQLInlineLink, S3LocationSelector, \ S3OptionsFilter, S3SQLCustomForm, S3TextFilter, \ s3_phone_requires current.response.s3.crud_strings[tablename] = Storage( label_create = T("New Event"), title_display = T("Event Details"), title_list = T("Events"), title_update = T("Edit Event"), #title_upload = T("Import Events"), label_list_button = T("List Events"), label_delete_button = T("Delete Event"), msg_record_created = T("Event added"), msg_record_modified = T("Event updated"), msg_record_deleted = T("Event deleted"), msg_list_empty = T("No Events currently registered") ) s3db = current.s3db # Filtered components s3db.add_components("hrm_training_event", hrm_event_tag = ({"name": "venue_name", "joinby": "training_event_id", "filterby": {"tag": "venue_name"}, "multiple": False, }, {"name": "contact_name", "joinby": "training_event_id", "filterby": {"tag": "contact_name"}, "multiple": False, }, {"name": "contact_tel", "joinby": "training_event_id", "filterby": {"tag": "contact_tel"}, "multiple": False, }, {"name": "contact_email", "joinby": "training_event_id", "filterby": {"tag": "contact_email"}, "multiple": False, }, {"name": "contact_web", "joinby": "training_event_id", "filterby": {"tag": "contact_web"}, "multiple": False, }, ), ) # Individual settings for specific tag components components_get = s3db.resource(tablename).components.get venue_name = components_get("venue_name") f = venue_name.table.value f.requires = IS_NOT_EMPTY() contact_tel = components_get("contact_tel") f = contact_tel.table.value f.requires = IS_EMPTY_OR(s3_phone_requires) contact_email = components_get("contact_email") f = contact_email.table.value f.requires = IS_EMAIL() contact_web = components_get("contact_web") f = contact_web.table.value f.requires = IS_EMPTY_OR(IS_URL()) table = s3db.hrm_training_event table.name.readable = table.name.writable = True table.comments.comment = None table.start_date.requires = IS_UTC_DATETIME() table.site_id.represent = s3db.org_SiteRepresent(show_type = False) f = table.location_id f.readable = f.writable = True f.widget = S3LocationSelector(levels = ("L3"), required_levels = ("L3"), show_address = True) list_fields = ["start_date", "name", "site_id", "location_id$L3", "location_id$addr_street", ] filter_widgets = [S3TextFilter(["name", "comments", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("location_id$L3", label = T("District"), ), ] auth = current.auth if auth.s3_has_role("ADMIN"): filter_widgets.append(S3OptionsFilter("organisation_id", label = T("Organization"))) list_fields.insert(0, (T("Organization"), "organisation_id")) else: f = table.organisation_id f.default = auth.user.organisation_id f.readable = f.writable = False s3db.configure("hrm_training_event", crud_form = S3SQLCustomForm((T("Event name"), "name"), (T("Event description"), "comments"), (T("Starts"), "start_date"), (T("Ends"), "end_date"), (T("Lead Organization"), "organisation_id"), #S3SQLInlineLink("location", # field = "location_id", # label = T("Tick the area(s) which this event relates to"), # ), (T("Venue name"), "venue_name.value"), "location_id", (T("Contact Name"), "contact_name.value"), (T("Telephone"), "contact_tel.value"), (T("Email"), "contact_email.value"), (T("Website"), "contact_web.value"), postprocess = hrm_training_event_postprocess, ), filter_widgets = filter_widgets, list_fields = list_fields, subheadings = {"name": T("Event Information"), #"link_defaultlocation": T("Event Coverage"), "venue_name_value": T("Venue"), "contact_name_value": T("Contact Information"), }, ) settings.customise_hrm_training_event_resource = customise_hrm_training_event_resource # ----------------------------------------------------------------------------- def customise_hrm_training_event_controller(**attr): s3db = current.s3db s3 = current.response.s3 s3.crud.assign_button = "Invite" # Ensure Tab is shown s3db.set_method("hrm", "training_event", method = "assign", action = s3db.pr_AssignMethod(component = "participant")) # Custom prep standard_prep = s3.prep def prep(r): # Call standard prep if callable(standard_prep): result = standard_prep(r) else: result = True auth = current.auth if auth.s3_has_role("RESERVE", include_admin=False): # Filter to just those they are invited to from s3 import FS #table = s3db.hrm_training #trainings = db(table.person_id == auth.s3_logged_in_person()).select(table.training_event_id) #events_invited = [t.training_event_id for t in trainings] r.resource.add_filter(FS("participant.id") == auth.s3_logged_in_person()) if not r.component: from gluon import URL r.resource.configure(create_next = URL(c="hrm", f="training_event", args = ["[id]", "assign"])) if r.method == "assign": from s3 import S3OptionsFilter # Filtered components s3db.add_components("hrm_human_resource", hrm_human_resource_tag = ({"name": "job_title", "joinby": "human_resource_id", "filterby": {"tag": "job_title"}, "multiple": False, }, ), ) gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} filter_widgets = [S3OptionsFilter("human_resource.organisation_id"), S3OptionsFilter("person_location.location_id", label = T("Location"), options = districts, ), #S3OptionsFilter("competency.skill_id"), ] list_fields = ["id", "first_name", "last_name", "human_resource.organisation_id", (T("Role"), "human_resource.job_title.value"), (T("Skills"), "competency.skill_id"), ] s3db.set_method("hrm", "training_event", method = "assign", action = s3db.pr_AssignMethod(component = "participant", filter_widgets = filter_widgets, list_fields = list_fields, )) return result s3.prep = prep attr["rheader"] = ccc_rheader return attr settings.customise_hrm_training_event_controller = customise_hrm_training_event_controller # ------------------------------------------------------------------------- def customise_org_facility_resource(r, tablename): from s3 import S3SQLCustomForm, S3SQLInlineLink s3db = current.s3db s3db.org_site_facility_type.facility_type_id.label = T("Type") crud_form = S3SQLCustomForm("name", "code", S3SQLInlineLink( "facility_type", label = T("Type"), field = "facility_type_id", #widget = "groupedopts", cols = 3, ), #"organisation_id", "location_id", "opening_times", "contact", "phone1", "phone2", "email", "website", #S3SQLInlineComponent( # "status", # label = T("Status"), # fields = ["last_contacted"], # multiple = False, #), "obsolete", "comments", ) s3db.configure(tablename, crud_form = crud_form, ) settings.customise_org_facility_resource = customise_org_facility_resource # ------------------------------------------------------------------------- def customise_org_organisation_resource(r, tablename): from gluon import IS_EMAIL, IS_EMPTY_OR, IS_IN_SET, IS_URL from s3 import S3OptionsFilter, S3SQLCustomForm, S3SQLInlineComponent, S3SQLInlineLink, S3TextFilter s3db = current.s3db # Filtered components s3db.add_components("org_organisation", pr_contact = ({"name": "email", "joinby": "pe_id", "multiple": False, "filterby": {"contact_method": "EMAIL", }, }, {"name": "facebook", "joinby": "pe_id", "multiple": False, "filterby": {"contact_method": "FACEBOOK", }, }, {"name": "twitter", "joinby": "pe_id", "multiple": False, "filterby": {"contact_method": "TWITTER", }, }, {"name": "sm_other", "joinby": "pe_id", "multiple": False, "filterby": {"contact_method": "OTHER", }, }, ), org_organisation_tag = ({"name": "sm_other_type", "joinby": "organisation_id", "multiple": False, "filterby": {"tag": "sm_other_type", }, }, ), ) # Individual settings for specific tag components components_get = s3db.resource(tablename).components.get email = components_get("email") f = email.table.value f.requires = IS_EMPTY_OR(IS_EMAIL()) facebook = components_get("facebook") f = facebook.table.value f.requires = IS_EMPTY_OR(IS_URL()) #twitter = components_get("twitter") #f = twitter.table.value #f.requires = IS_EMPTY_OR(None) #sm_other = components_get("sm_other") #f = sm_other.table.value #f.requires = IS_EMPTY_OR(None) gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} f = s3db.org_organisation_location.location_id f.requires = IS_EMPTY_OR(IS_IN_SET(districts)) f.widget = None s3db.configure("org_organisation", crud_form = S3SQLCustomForm((T("Name of Organization"), "name"), S3SQLInlineLink("organisation_type", field = "organisation_type_id", label = T("Type"), ), S3SQLInlineLink("location", field = "location_id", label = T("District"), ), S3SQLInlineComponent( "email", name = "email", label = T("Email"), multiple = False, fields = [("", "value")], #filterby = {"field": "contact_method", # "options": "EMAIL", # }, ), S3SQLInlineComponent( "facebook", name = "facebook", label = T("Facebook"), multiple = False, fields = [("", "value")], #filterby = {"field": "contact_method", # "options": "FACEBOOK", # }, ), S3SQLInlineComponent( "twitter", name = "twitter", label = T("Twitter"), multiple = False, fields = [("", "value")], #filterby = {"field": "contact_method", # "options": "TWITTER", # }, ), S3SQLInlineComponent( "sm_other", name = "sm_other", label = T("SM Other"), multiple = False, fields = [("", "value")], #filterby = {"field": "contact_method", # "options": "OTHER", # }, ), (T("Please Specify"), "sm_other_type.value"), "website", "comments", ), list_fields = ["name", (T("Type"), "organisation_organisation_type.organisation_type_id"), (T("Locations Served"), "organisation_location.location_id"), ], filter_widgets = [S3TextFilter(["name", "comments", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("organisation_organisation_type.organisation_type_id", label = T("Type"), ), S3OptionsFilter("organisation_location.location_id", label = T("Locations Served"), ), ], ) settings.customise_org_organisation_resource = customise_org_organisation_resource # ----------------------------------------------------------------------------- def customise_org_organisation_controller(**attr): attr["rheader"] = ccc_rheader return attr settings.customise_org_organisation_controller = customise_org_organisation_controller # ------------------------------------------------------------------------- def customise_org_organisation_location_resource(r, tablename): from gluon import IS_EMPTY_OR, IS_IN_SET s3db = current.s3db gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} f = s3db.org_organisation_location.location_id f.requires = IS_EMPTY_OR(IS_IN_SET(districts)) f.widget = None settings.customise_org_organisation_location_resource = customise_org_organisation_location_resource # ------------------------------------------------------------------------- def customise_pr_group_resource(r, tablename): from gluon import IS_EMPTY_OR, IS_IN_SET, IS_INT_IN_RANGE, IS_NOT_EMPTY, \ SQLFORM from s3 import IS_INT_AMOUNT, S3OptionsFilter, S3SQLCustomForm, \ S3SQLInlineLink, S3TextFilter, s3_phone_requires s3db = current.s3db # Filtered components s3db.add_components("pr_group", pr_group_tag = ({"name": "volunteers", "joinby": "group_id", "filterby": {"tag": "volunteers"}, "multiple": False, }, {"name": "transport", "joinby": "group_id", "filterby": {"tag": "transport"}, "multiple": False, }, {"name": "skills_details", "joinby": "group_id", "filterby": {"tag": "skills_details"}, "multiple": False, }, {"name": "faith_requirements", "joinby": "group_id", "filterby": {"tag": "faith_requirements"}, "multiple": False, }, {"name": "faith_requirements_details", "joinby": "group_id", "filterby": {"tag": "faith_requirements_details"}, "multiple": False, }, {"name": "contact_name", "joinby": "group_id", "filterby": {"tag": "contact_name"}, "multiple": False, }, {"name": "contact_number", "joinby": "group_id", "filterby": {"tag": "contact_number"}, "multiple": False, }, ), ) # Individual settings for specific tag components components_get = s3db.resource(tablename).components.get integer_represent = IS_INT_AMOUNT.represent volunteers = components_get("volunteers") f = volunteers.table.value f.represent = integer_represent f.requires = IS_EMPTY_OR(IS_INT_IN_RANGE(0, None)) faith_requirements = components_get("faith_requirements") f = faith_requirements.table.value f.requires = IS_IN_SET({"0": T("No"), "1": T("Yes"), }) f.widget = lambda f, v: \ SQLFORM.widgets.radio.widget(f, v, style="divs") contact_name = components_get("contact_name") f = contact_name.table.value f.requires = IS_NOT_EMPTY() f.comment = T("Contact must not be listed as a leader") contact_number = components_get("contact_number") f = contact_number.table.value f.requires = s3_phone_requires s3db.configure("pr_group", crud_form = S3SQLCustomForm("name", (T("Approximate Number of Volunteers"), "volunteers.value"), (T("Mode of Transport"), "transport.value"), S3SQLInlineLink("skill", field = "skill_id", label = T("Volunteer Offer"), ), (T("Please specify details"), "skills_details.value"), S3SQLInlineLink("location", field = "location_id", label = T("Where would you be willing to volunteer?"), ), (T("Do you have any faith requirements that you would like help with if you are coming to Support Cumbria?"), "faith_requirements.value"), (T("If Yes please outline"), "faith_requirements_details.value"), (T("Emergency Contact Name"), "contact_name.value"), (T("Emergency Contact Number"), "contact_number.value"), "comments", ), list_fields = ["name", (T("# Volunteers"), "volunteers.value"), (T("Mode of Transport"), "transport.value"), # Not working: #(T("Leaders"), "group_membership.person_id"), (T("Locations"), "group_location.location_id"), (T("Skills"), "group_competency.skill_id"), (T("Skills Details"), "skill_details.value"), "comments", ], filter_widgets = [S3TextFilter(["name", "group_membership.person_id$first_name", "group_membership.person_id$middle_name", "group_membership.person_id$last_name", "group_location.location_id", "group_competency.skill_id", "skills_details.value", "comments", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("group_location.location_id", label = T("Locations Served"), ), S3OptionsFilter("group_competency.skill_id", label = T("Skill"), ), ], ) settings.customise_pr_group_resource = customise_pr_group_resource # ----------------------------------------------------------------------------- def customise_pr_group_controller(**attr): s3 = current.response.s3 # Custom prep standard_prep = s3.prep def prep(r): # Call standard prep if callable(standard_prep): result = standard_prep(r) else: result = True if r.component_name == "person": s3.crud_strings["pr_person"] = Storage( label_create = T("New Member"), title_display = T("Member Details"), title_list = T("Members"), title_update = T("Edit Member"), #title_upload = T("Import Members"), label_list_button = T("List Members"), label_delete_button = T("Delete Member"), msg_record_created = T("Member added"), msg_record_modified = T("Member updated"), msg_record_deleted = T("Member deleted"), msg_list_empty = T("No Members currently registered") ) r.component.configure(list_fields = ["first_name", "middle_name", "last_name", (T("Email"), "email.value"), (T("Mobile Phone"), "phone.value"), "comments", ], ) return result s3.prep = prep attr["rheader"] = ccc_rheader # Allow components with components (i.e. persons) to breakout from tabs #attr["native"] = True # Custom postp standard_postp = s3.postp def postp(r, output): # Call standard postp if callable(standard_postp): output = standard_postp(r, output) if r.component_name == "person": # Include get_vars on Action Buttons to configure crud_form/crud_strings appropriately from gluon import URL from s3 import S3CRUD read_url = URL(c="pr", f="person", args=["[id]", "read"], vars = {"groups": 1}) update_url = URL(c="pr", f="person", args=["[id]", "update"], vars = {"groups": 1}) S3CRUD.action_buttons(r, read_url = read_url, update_url = update_url, ) return output s3.postp = postp return attr settings.customise_pr_group_controller = customise_pr_group_controller # ------------------------------------------------------------------------- def customise_pr_group_location_resource(r, tablename): from gluon import IS_EMPTY_OR, IS_IN_SET s3db = current.s3db gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} f = s3db.pr_group_location.location_id f.requires = IS_EMPTY_OR(IS_IN_SET(districts)) f.widget = None settings.customise_pr_group_location_resource = customise_pr_group_location_resource # ------------------------------------------------------------------------- def customise_pr_group_membership_resource(r, tablename): from s3 import S3AddPersonWidget, S3SQLCustomForm current.response.s3.crud_strings[tablename] = Storage( label_create = T("Add Leader"), title_display = T("Leader Details"), title_list = T("Leaders"), title_update = T("Edit Leader"), #title_upload = T("Import Leaders"), label_list_button = T("List Leaders"), label_delete_button = T("Delete Leader"), msg_record_created = T("Leader added"), msg_record_modified = T("Leader updated"), msg_record_deleted = T("Leader deleted"), msg_list_empty = T("No Leaders currently registered") ) s3db = current.s3db table = s3db.pr_group_membership table.person_id.widget = S3AddPersonWidget(controller="pr") s3db.configure("pr_group_membership", crud_form = S3SQLCustomForm("person_id", "comments", ), list_fields = ["person_id", (T("Phone"), "person_id$phone.value"), (T("Email"), "person_id$email.value"), "comments", ], ) settings.customise_pr_group_membership_resource = customise_pr_group_membership_resource # ------------------------------------------------------------------------- def customise_pr_person_resource(r, tablename): from gluon import IS_EMPTY_OR, IS_IN_SET from s3 import S3SQLCustomForm, S3SQLInlineComponent, S3SQLInlineLink s3db = current.s3db # Filtered components s3db.add_components("pr_person", pr_person_tag = ({"name": "organisation", "joinby": "person_id", "filterby": {"tag": "organisation"}, "multiple": False, }, #{"name": "organisation_type", # "joinby": "person_id", # "filterby": {"tag": "organisation_type"}, # "multiple": False, # }, #{"name": "items_details", # "joinby": "person_id", # "filterby": {"tag": "items_details"}, # "multiple": False, # }, {"name": "skills_details", "joinby": "person_id", "filterby": {"tag": "skills_details"}, "multiple": False, }, {"name": "delivery", "joinby": "person_id", "filterby": {"tag": "delivery"}, "multiple": False, }, {"name": "availability", "joinby": "person_id", "filterby": {"tag": "availability"}, "multiple": False, }, ), ) # Individual settings for specific tag components components_get = s3db.resource(tablename).components.get #organisation_type = components_get("organisation_type") #f = organisation_type.table.value #f.requires = IS_EMPTY_OR(IS_IN_SET([T("Business Donor"), # T("Individual Donor"), # T("Public Sector Organization"), # T("Voluntary Sector Organization"), # ])) delivery = components_get("delivery") f = delivery.table.value f.requires = IS_EMPTY_OR(IS_IN_SET(("Y", "N"))) f.represent = lambda v: T("yes") if v == "Y" else T("no") from s3 import S3TagCheckboxWidget f.widget = S3TagCheckboxWidget(on="Y", off="N") f.default = "N" f.comment = T("Please indicate if you can deliver the item/s at no cost?") get_vars_get = r.get_vars.get has_role = current.auth.s3_has_role if get_vars_get("donors") or \ has_role("DONOR", include_admin=False): # Donor stable = s3db.supply_person_item_status status = current.db(stable.name == "Available").select(stable.id, limitby = (0, 1) ).first() if status: s3db.supply_person_item.status_id.default = status.id crud_fields = ["first_name", "middle_name", "last_name", "date_of_birth", (T("Gender"), "gender"), (T("Name of Organization"), "organisation.value"), #(T("Type of Organization"), "organisation_type.value"), #S3SQLInlineLink("item", # field = "item_id", # label = T("Goods / Services"), # ), #(T("Details"), "items_details.value"), S3SQLInlineComponent("person_item", label = "", fields = [(T("Goods / Services"), "item_id"), (T("Details"), "comments"), (T("Status"), "status_id"), (T("Requested By"), "organisation_id"), ], ), (T("Are you able to Deliver?"), "delivery.value"), S3SQLInlineLink("location", field = "location_id", label = T("Where would you be willing to deliver?"), ), (T("Please indicate if the offer is only available for a period of time (please state) or an open ended offer. Household items, such as furniture, are normally not required for some months but very gratefully received at the right time"), "availability.value"), "comments", ] elif get_vars_get("groups") or \ r.function == "group" or \ has_role("GROUP_ADMIN", include_admin=False): # Group Admin # Skills are recorded at the Group level crud_fields = ["first_name", "middle_name", "last_name", "date_of_birth", (T("Gender"), "gender"), "comments", ] else: # Individual Volunteer: Reserve or Organisation crud_fields = ["first_name", "middle_name", "last_name", "date_of_birth", (T("Gender"), "gender"), S3SQLInlineLink("skill", field = "skill_id", label = T("Volunteer Offer"), ), (T("Skills Details"), "skills_details.value"), S3SQLInlineLink("location", field = "location_id", label = T("Where would you be willing to operate?"), ), "comments", ] s3db.configure("pr_person", crud_form = S3SQLCustomForm(*crud_fields), ) settings.customise_pr_person_resource = customise_pr_person_resource # ----------------------------------------------------------------------------- def affiliation_create_onaccept(form): """ If a RESERVE Volunteer is affiliated to an Organisation, update their user/roles accordingly """ auth = current.auth db = current.db s3db = current.s3db human_resource_id = form.vars.get("id") hrtable = s3db.hrm_human_resource hr = db(hrtable.id == human_resource_id).select(hrtable.person_id, hrtable.organisation_id, limitby = (0, 1) ).first() ptable = s3db.pr_person putable = s3db.pr_person_user query = (ptable.id == hr.person_id) & \ (ptable.pe_id == putable.pe_id) link = db(query).select(putable.user_id, limitby = (0, 1) ).first() user_id = link.user_id utable = db.auth_user user = db(utable.id == user_id).select(utable.id, utable.organisation_id, limitby = (0, 1) ).first() if not user.organisation_id: user.update_record(organisation_id = hr.organisation_id) gtable = db.auth_group mtable = db.auth_membership query = (mtable.user_id == user_id) & \ (mtable.group_id == gtable.id) roles = db(query).select(gtable.uuid) roles = [r.uuid for r in roles] if "RESERVE" in roles: auth.s3_withdraw_role(user_id, "RESERVE", for_pe=[]) auth.s3_assign_role(user_id, "VOLUNTEER") # ----------------------------------------------------------------------------- def customise_pr_person_controller(**attr): s3db = current.s3db # Custom Component s3db.add_components("pr_person", hrm_human_resource = {"joinby": "person_id", "multiple": False, }, pr_group = {"link": "pr_group_membership", "joinby": "person_id", "key": "group_id", "actuate": "replace", "multiple": False, }, ) # Custom Method from templates.CCC.controllers import personAdditional s3db.set_method("pr", "person", method = "additional", action = personAdditional) s3 = current.response.s3 # Custom prep standard_prep = s3.prep def prep(r): # Call standard prep if callable(standard_prep): result = standard_prep(r) else: result = True if r.component_name == "human_resource": s3.crud_strings["hrm_human_resource"] = Storage( label_create = T("New Affiliation"), #title_display = T("Affiliation Details"), #title_list = T("Affiliations"), title_update = T("Edit Affiliation"), #title_upload = T("Import Affiliations"), #label_list_button = T("List Affiliations"), label_delete_button = T("Delete Affiliation"), msg_record_created = T("Affiliation added"), msg_record_modified = T("Affiliation updated"), msg_record_deleted = T("Affiliation deleted"), #msg_list_empty = T("No Affiliations currently registered") ) s3db.add_custom_callback("hrm_human_resource", "onaccept", affiliation_create_onaccept, method = "create", ) # Only needed if multiple=True #list_fields = ["organisation_id", # (T("Role"), "job_title.value"), # "comments", # ] #r.component.configure(list_fields = list_fields) elif r.component_name == "group_membership": r.resource.components._components["group_membership"].configure(listadd = False, list_fields = [(T("Name"), "group_id$name"), "group_id$comments", ], ) get_vars_get = r.get_vars.get has_role = current.auth.s3_has_role if get_vars_get("reserves") or \ has_role("RESERVE", include_admin=False): # Reserve Volunteers from s3 import FS, S3OptionsFilter, S3TextFilter resource = r.resource # Only include Reserves db = current.db mtable = db.auth_membership gtable = db.auth_group query = (gtable.uuid == "RESERVE") & \ (gtable.id == mtable.group_id) reserves = db(query).select(mtable.user_id) reserves = [m.user_id for m in reserves] resource.add_filter(FS("user.id").belongs(reserves)) gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} resource.configure(list_fields = ["first_name", "middle_name", "last_name", (T("Skills"), "competency.skill_id"), (T("Email"), "email.value"), (T("Mobile Phone"), "phone.value"), ], filter_widgets = [S3TextFilter(["first_name", "middle_name", "last_name", "comments", "competency.skill_id$name", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("person_location.location_id", label = T("Locations Served"), options = districts, ), S3OptionsFilter("competency.skill_id", ), ], ) s3.crud_strings[r.tablename] = Storage( label_create = T("New Reserve Volunteer"), title_display = T("Reserve Volunteer Details"), title_list = T("Reserve Volunteers"), title_update = T("Edit Reserve Volunteer"), #title_upload = T("Import Reserve Volunteers"), label_list_button = T("List Reserve Volunteers"), label_delete_button = T("Delete Reserve Volunteer"), msg_record_created = T("Reserve Volunteer added"), msg_record_modified = T("Reserve Volunteer updated"), msg_record_deleted = T("Reserve Volunteer deleted"), msg_list_empty = T("No Reserve Volunteers currently registered") ) elif get_vars_get("donors") or \ has_role("DONOR", include_admin=False): # Donors from s3 import FS, S3OptionsFilter, S3TextFilter resource = r.resource # Only include Donors db = current.db mtable = db.auth_membership gtable = db.auth_group query = (gtable.uuid == "DONOR") & \ (gtable.id == mtable.group_id) donors = db(query).select(mtable.user_id) donors = [d.user_id for d in donors] resource.add_filter(FS("user.id").belongs(donors)) resource.configure(list_fields = [# @ToDo: Add Organisation freetext "first_name", "middle_name", "last_name", (T("Goods / Services"), "person_item.item_id"), (T("Email"), "email.value"), (T("Mobile Phone"), "phone.value"), ], filter_widgets = [S3TextFilter(["first_name", "middle_name", "last_name", "comments", # @ToDo: Add Items #"competency.skill_id$name", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("person_item.item_id", ), ], ) s3.crud_strings[r.tablename] = Storage( label_create = T("New Donor"), title_display = T("Donor Details"), title_list = T("Donors"), title_update = T("Edit Donor"), #title_upload = T("Import Donors"), label_list_button = T("List Donors"), label_delete_button = T("Delete Donor"), msg_record_created = T("Donor added"), msg_record_modified = T("Donor updated"), msg_record_deleted = T("Donor deleted"), msg_list_empty = T("No Donors currently registered") ) elif get_vars_get("groups") or \ has_role("GROUP_ADMIN", include_admin=False): # Group Members s3.crud_strings[r.tablename] = Storage( label_create = T("New Member"), title_display = T("Member Details"), title_list = T("Members"), title_update = T("Edit Member"), #title_upload = T("Import Members"), label_list_button = T("List Members"), label_delete_button = T("Delete Member"), msg_record_created = T("Member added"), msg_record_modified = T("Member updated"), msg_record_deleted = T("Member deleted"), msg_list_empty = T("No Members currently registered") ) else: # Organisation Volunteers # (only used for hrm/person profile) s3.crud_strings[r.tablename] = Storage( label_create = T("New Volunteer"), title_display = T("Volunteer Details"), title_list = T("Volunteers"), title_update = T("Edit Volunteer"), #title_upload = T("Import Volunteers"), label_list_button = T("List Volunteers"), label_delete_button = T("Delete Volunteer"), msg_record_created = T("Volunteer added"), msg_record_modified = T("Volunteer updated"), msg_record_deleted = T("Volunteer deleted"), msg_list_empty = T("No Volunteers currently registered") ) return result s3.prep = prep # Custom postp standard_postp = s3.postp def postp(r, output): # Call standard postp if callable(standard_postp): output = standard_postp(r, output) if not r.component: # Include get_vars on Action Buttons to configure crud_form/crud_strings appropriately from gluon import URL from s3 import S3CRUD read_url = URL(c="pr", f="person", args=["[id]", "read"], vars = r.get_vars) update_url = URL(c="pr", f="person", args=["[id]", "update"], vars = r.get_vars) S3CRUD.action_buttons(r, read_url = read_url, update_url = update_url, ) return output s3.postp = postp # Hide the search box on component tabs, as confusing & not useful attr["dtargs"] = {"dt_searching": False, } attr["rheader"] = ccc_rheader return attr settings.customise_pr_person_controller = customise_pr_person_controller # ------------------------------------------------------------------------- def customise_pr_person_location_resource(r, tablename): from gluon import IS_EMPTY_OR, IS_IN_SET from s3 import S3Represent s3db = current.s3db gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} f = s3db.pr_person_location.location_id f.represent = S3Represent(options = districts) f.requires = IS_EMPTY_OR(IS_IN_SET(districts)) f.widget = None settings.customise_pr_person_location_resource = customise_pr_person_location_resource # ------------------------------------------------------------------------- def project_task_create_onaccept(form): """ When a Task is created: * Notify OrgAdmins """ from gluon import URL from s3 import s3_fullname form_vars_get = form.vars.get task_id = form_vars_get("id") # Lookup the Author details db = current.db s3db = current.s3db ttable = s3db.project_task otable = s3db.org_organisation utable = db.auth_user query = (ttable.id == task_id) & \ (ttable.created_by == utable.id) user = db(query).select(utable.first_name, utable.last_name, utable.organisation_id, limitby = (0, 1) ).first() fullname = s3_fullname(user) # Lookup the ORG_ADMINs gtable = db.auth_group mtable = db.auth_membership query = (gtable.uuid == "ORG_ADMIN") & \ (gtable.id == mtable.group_id) & \ (mtable.user_id == utable.id) & \ (utable.organisation_id == user.organisation_id) org_admins = db(query).select(utable.email) # Construct Email message system_name = settings.get_system_name_short() subject = "%s: Message sent from %s" % \ (system_name, fullname, ) url = "%s%s" % (settings.get_base_public_url(), URL(c="project", f="task", args=[task_id])) message = "%s has sent you a Message on %s\n\nSubject: %s\nMessage: %s\n\nYou can view the message here: %s" % \ (fullname, system_name, form_vars_get("name"), form_vars_get("description") or "", url, ) # Send message to each send_email = current.msg.send_email for admin in org_admins: send_email(to = admin.email, subject = subject, message = message, ) # ------------------------------------------------------------------------- def customise_project_task_resource(r, tablename): from s3 import S3OptionsFilter, S3SQLCustomForm, S3TextFilter current.response.s3.crud_strings[tablename] = Storage( label_create = T("New Message"), title_display = T("Message Details"), title_list = T("Messages"), title_update = T("Edit Message"), #title_upload = T("Import Messages"), label_list_button = T("List Messages"), label_delete_button = T("Delete Message"), msg_record_created = T("Message added"), msg_record_modified = T("Message updated"), msg_record_deleted = T("Message deleted"), msg_list_empty = T("No Messages currently created") ) s3db = current.s3db table = s3db.project_task table.name.label = T("Subject") table.description.label = T("Message") if current.auth.s3_has_role("ORG_ADMIN"): # @ToDo: Filter Assigned To to just OrgAdmins? pass else: # f = table.priority # f.default = 1 # f.readable = f.writable = False # f = table.status # f.default = 1 # f.readable = f.writable = False # table.pe_id.readable = table.pe_id.writable = False table.comments.readable = table.comments.writable = False s3db.configure("project_task", # Can simply replace the default one create_onaccept = project_task_create_onaccept, crud_form = S3SQLCustomForm("name", "description", #"priority", #"status", #"pe_id", "comments", ), list_fields = [#"priority", #"status", #"pe_id", "created_by", "name", ], filter_widgets = [S3TextFilter(["name", "description", "comments", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), #S3OptionsFilter("priority", # options = settings.get_project_task_priority_opts(), # cols = 3, # ), #S3OptionsFilter("status", # options = settings.get_project_task_status_opts(), # cols = 3, # ), ], ) settings.customise_project_task_resource = customise_project_task_resource # ----------------------------------------------------------------------------- def customise_project_task_controller(**attr): if current.auth.s3_has_role("ORG_ADMIN"): # @ToDo: Default filter to hide Closed messages (if we add Closed status) table = current.s3db.project_task table.name.writable = False table.description.writable = False else: s3 = current.response.s3 # Custom prep standard_prep = s3.prep def prep(r): # Call standard prep if callable(standard_prep): result = standard_prep(r) else: result = True if r.method not in ("create", "read", "update"): from gluon import redirect redirect(r.url(method="create")) else: s3.crud.submit_button = "Send" # T() Happens in s3forms.py current.messages.UPDATE = "Edit" # Don't attempt to load comments s3.rfooter = None return result s3.prep = prep # Custom postp standard_postp = s3.postp def postp(r, output): # Call standard postp if callable(standard_postp): output = standard_postp(r, output) if r.method == "read" and "buttons" in output: output["buttons"].pop("list_btn") return output s3.postp = postp attr["rheader"] = None return attr settings.customise_project_task_controller = customise_project_task_controller # ------------------------------------------------------------------------- def req_need_organisation_onaccept(form): """ Set the realm of the parent req_need to that of the organisation """ db = current.db s3db = current.s3db rntable = s3db.req_need otable = s3db.org_organisation form_vars_get = form.vars.get need_id = form_vars_get("need_id") organisation_id = form_vars_get("organisation_id") if not need_id or not organisation_id: rnotable = s3db.req_need_organisation record_id = form_vars_get("id") record = db(rnotable.id == record_id).select(rnotable.need_id, rnotable.organisation_id, limitby = (0, 1), ).first() need_id = record.need_id organisation_id = record.organisation_id org = db(otable.id == organisation_id).select(otable.pe_id, limitby = (0, 1), ).first() realm_entity = org.pe_id db(rntable.id == need_id).update(realm_entity = realm_entity) # ------------------------------------------------------------------------- def customise_req_need_resource(r, tablename): from s3 import IS_ONE_OF, IS_UTC_DATETIME, S3CalendarWidget, S3DateTime, \ S3LocationSelector, S3SQLCustomForm, S3SQLInlineComponent, \ S3OptionsFilter, S3TextFilter, s3_comments_widget s3db = current.s3db # Filtered components s3db.add_components("req_need", req_need_tag = ({"name": "age_restrictions", "joinby": "need_id", "filterby": {"tag": "age_restrictions"}, "multiple": False, }, {"name": "practical_info", "joinby": "need_id", "filterby": {"tag": "practical_info"}, "multiple": False, }, {"name": "parking", "joinby": "need_id", "filterby": {"tag": "parking"}, "multiple": False, }, {"name": "bring", "joinby": "need_id", "filterby": {"tag": "bring"}, "multiple": False, }, ), ) # Individual settings for specific tag components components_get = s3db.resource(tablename).components.get practical_info = components_get("practical_info") f = practical_info.table.value f.widget = lambda f, v: \ s3_comments_widget(f, v, _placeholder = "including directions to location of the opportunity") table = s3db.req_need table.name.label = T("Title") f = table.date f.label = T("Start Date") f.represent = lambda dt: S3DateTime.datetime_represent(dt, utc=True) f.requires = IS_UTC_DATETIME() f.widget = S3CalendarWidget(timepicker = True) table.end_date.readable = table.end_date.writable = True table.location_id.widget = S3LocationSelector(levels = ("L3"), required_levels = ("L3"), show_address = True) current.response.s3.crud_strings[tablename] = Storage( label_create = T("New Opportunity"), title_display = T("Opportunity Details"), title_list = T("Opportunities"), title_update = T("Edit Opportunity"), #title_upload = T("Import Opportunities"), label_list_button = T("List Opportunities"), label_delete_button = T("Delete Opportunity"), msg_record_created = T("Opportunity added"), msg_record_modified = T("Opportunity updated"), msg_record_deleted = T("Opportunity deleted"), msg_list_empty = T("No Opportunities currently registered") ) person_id = s3db.req_need_contact.person_id person_id.comment = None # No Create filter_widgets = [S3TextFilter(["name", "description", "comments", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("location_id$L3", label = T("District"), ), S3OptionsFilter("need_skill.skill_id"), ] list_fields = ["name", "date", "end_date", "location_id", "description", "need_contact.person_id", #(T("Phone"), "need_contact.person_id$phone.value"), #(T("Email"), "need_contact.person_id$email.value"), "need_skill.skill_id", "need_skill.quantity", ] auth = current.auth if auth.s3_has_role("ADMIN"): filter_widgets.insert(-1, S3OptionsFilter("need_organisation.organisation_id")) list_fields.insert(0, "need_organisation.organisation_id") else: organisation_id = auth.user.organisation_id f = s3db.req_need_organisation.organisation_id f.default = organisation_id # Needs to be in the form #f.readable = f.writable = False f.requires = s3db.org_organisation_requires(updateable=True) f.comment = None # No Create # Dropdown, not Autocomplete person_id.widget = None # Filtered to people affiliated with this Org db = current.db hrtable = s3db.hrm_human_resource persons = db(hrtable.organisation_id == organisation_id).select(hrtable.person_id) persons = [p.person_id for p in persons] person_id.requires = IS_ONE_OF(db, "pr_person.id", person_id.represent, orderby = "pr_person.first_name", sort = True, filterby = "id", filter_opts = persons, ) s3db.configure("req_need", # Needs a custom handler as default handler only supports default forms #copyable = True, crud_form = S3SQLCustomForm("name", "need_organisation.organisation_id", "date", "end_date", "location_id", "description", "need_contact.person_id", S3SQLInlineComponent("need_skill", label = "", fields = ["skill_id", "quantity", ], multiple = False, ), (T("Age Restrictions"), "age_restrictions.value"), (T("Practical Information"), "practical_info.value"), (T("Parking Options"), "parking.value"), (T("What to Bring"), "bring.value"), "comments", ), filter_widgets = filter_widgets, list_fields = list_fields, ) s3db.configure("req_need_organisation", onaccept = req_need_organisation_onaccept, ) settings.customise_req_need_resource = customise_req_need_resource # ----------------------------------------------------------------------------- def customise_req_need_controller(**attr): s3 = current.response.s3 s3.crud.assign_button = "Invite" # Custom prep standard_prep = s3.prep def prep(r): # Call standard prep if callable(standard_prep): result = standard_prep(r) else: result = True #if r.method == "read": # # Show the Contact's Phone & Email # # @ToDo: Do this only for Vols whose Application has been succesful # # @ToDo: Create custom version of this which bypasses ACLs since # # - Will fail for normal Vols as they can't see other Vols anyway # # - Also failing for OrgAdmin as the user-added Phone is in the Personal PE not the Org's # s3db = current.s3db # s3db.req_need_contact.person_id.represent = s3db.pr_PersonRepresentContact(show_email = True, # show_link = False, # ) auth = current.auth if auth.s3_has_role("RESERVE", include_admin=False): # Filter to just those they are invited to from s3 import FS #table = s3db.req_need_person #links = db(table.person_id == auth.s3_logged_in_person()).select(table.need_id) #needs_invited = [l.need_id for l in links] r.resource.add_filter(FS("need_person.person_id") == auth.s3_logged_in_person()) if not r.component: from gluon import URL r.resource.configure(create_next = URL(c="req", f="need", args = ["[id]", "assign"])) if r.method == "assign": from s3 import S3OptionsFilter s3db = current.s3db # Filtered components s3db.add_components("hrm_human_resource", hrm_human_resource_tag = ({"name": "job_title", "joinby": "human_resource_id", "filterby": {"tag": "job_title"}, "multiple": False, }, ), ) gtable = s3db.gis_location districts = current.db((gtable.level == "L3") & (gtable.L2 == "Cumbria")).select(gtable.id, gtable.name, cache = s3db.cache) districts = {d.id:d.name for d in districts} filter_widgets = [S3OptionsFilter("human_resource.organisation_id"), S3OptionsFilter("person_location.location_id", label = T("Location"), options = districts, ), S3OptionsFilter("competency.skill_id"), ] list_fields = ["id", "first_name", "last_name", "human_resource.organisation_id", (T("Role"), "human_resource.job_title.value"), (T("Skills"), "competency.skill_id"), ] s3db.set_method("req", "need", method = "assign", action = s3db.pr_AssignMethod(component = "need_person", filter_widgets = filter_widgets, list_fields = list_fields, )) return result s3.prep = prep attr["rheader"] = ccc_rheader return attr settings.customise_req_need_controller = customise_req_need_controller # ------------------------------------------------------------------------- def customise_req_need_person_resource(r, tablename): current.response.s3.crud_labels["DELETE"] = "Remove" s3db = current.s3db s3db.req_need_person.person_id.represent = s3db.pr_PersonRepresent(show_link=True) s3db.configure("req_need_person", list_fields = ["person_id", "person_id$human_resource.organisation_id", "status", "comments", ], # Don't add people here (they are either invited or apply) listadd = False, ) settings.customise_req_need_person_resource = customise_req_need_person_resource # ------------------------------------------------------------------------- def customise_supply_person_item_resource(r, tablename): from s3 import S3SQLCustomForm, S3OptionsFilter, S3TextFilter s3db = current.s3db # Filtered components s3db.add_components("pr_person", pr_person_tag = ({"name": "organisation", "joinby": "person_id", "filterby": {"tag": "organisation"}, "multiple": False, }, {"name": "delivery", "joinby": "person_id", "filterby": {"tag": "delivery"}, "multiple": False, }, {"name": "availability", "joinby": "person_id", "filterby": {"tag": "availability"}, "multiple": False, }, ), ) # No Hyperlink for Items (don't have permissions anyway) s3db.supply_person_item.item_id.represent = s3db.supply_ItemRepresent() current.response.s3.crud_strings[tablename] = Storage( title_display = T("Donation Details"), title_list = T("Donations"), title_update = T("Edit Donation"), label_list_button = T("List Donations"), msg_record_modified = T("Donation updated"), msg_list_empty = T("No Donations currently registered") ) crud_form = S3SQLCustomForm((T("Goods / Service"), "item_id"), (T("Details"), "comments"), (T("Donor"), "person_id"), "status_id", (T("Requested By"), "organisation_id"), ) filter_widgets = [S3TextFilter(["item_id$name", "comments", # Not working: #"person_id$first_name", #"person_id$last_name", ], #formstyle = text_filter_formstyle, label = "", _placeholder = T("Search"), ), S3OptionsFilter("status_id", ), ] list_fields = [(T("Goods / Service"), "item_id"), (T("Details"), "comments"), (T("Donor"), "person_id"), (T("Donor Organization"), "person_id$organisation.value"), (T("Delivery"), "person_id$delivery.value"), (T("Availability"), "person_id$availability.value"), "status_id", (T("Requested By"), "organisation_id"), ] s3db.configure("supply_person_item", crud_form = crud_form, deletable = False, insertable = False, filter_widgets = filter_widgets, list_fields = list_fields, ) settings.customise_supply_person_item_resource = customise_supply_person_item_resource # ----------------------------------------------------------------------------- def customise_supply_person_item_controller(**attr): s3db = current.s3db stable = s3db.supply_person_item_status status = current.db(stable.name == "Available").select(stable.id, limitby = (0, 1) ).first() if status: # Default Filter from s3 import s3_set_default_filter s3_set_default_filter("~.status_id", status.id, tablename = "supply_person_item") if current.auth.s3_has_role("ORG_ADMIN"): # Add Hyperlink for Donors from gluon import URL s3db.supply_person_item.person_id.represent = \ s3db.pr_PersonRepresentContact(linkto = URL(c="pr", f="person", args = ["[id]"], vars = {"donors": 1}, extension="")) return attr settings.customise_supply_person_item_controller = customise_supply_person_item_controller # END =========================================================================
47.403092
288
0.396777
851e90dd1fdd9e76f494dac1f0636aee0b15bbab
303
py
Python
meridian/tst/acupoints/test_shouwuli333.py
sinotradition/meridian
8c6c1762b204b72346be4bbfb74dedd792ae3024
[ "Apache-2.0" ]
5
2015-12-14T15:14:23.000Z
2022-02-09T10:15:33.000Z
meridian/tst/acupoints/test_shouwuli333.py
sinotradition/meridian
8c6c1762b204b72346be4bbfb74dedd792ae3024
[ "Apache-2.0" ]
null
null
null
meridian/tst/acupoints/test_shouwuli333.py
sinotradition/meridian
8c6c1762b204b72346be4bbfb74dedd792ae3024
[ "Apache-2.0" ]
3
2015-11-27T05:23:49.000Z
2020-11-28T09:01:56.000Z
#!/usr/bin/python #coding=utf-8 ''' @author: sheng @license: ''' import unittest from meridian.acupoints import shouwuli333 class TestShouwuli333Functions(unittest.TestCase): def setUp(self): pass def test_xxx(self): pass if __name__ == '__main__': unittest.main()
12.12
50
0.666667
2569cd02e95696a61029108a1784799566a4e1ac
1,639
py
Python
core/auth/serializers/__init__.py
Nathan-E-White/DjangoBackend-ReactFrontend
64528a5d42c6b25347114bf5519d311ef65a5547
[ "Apache-2.0" ]
null
null
null
core/auth/serializers/__init__.py
Nathan-E-White/DjangoBackend-ReactFrontend
64528a5d42c6b25347114bf5519d311ef65a5547
[ "Apache-2.0" ]
1
2021-10-13T07:55:16.000Z
2021-10-13T07:55:16.000Z
core/auth/serializers/__init__.py
Nathan-E-White/DjangoBackend-ReactFrontend
64528a5d42c6b25347114bf5519d311ef65a5547
[ "Apache-2.0" ]
null
null
null
#! /usr/bin/env python """ ------------------------------------------------------------------------------------------------------------------------ ____ __ __ __ __ __ / __ \__ __/ /_/ /_ ____ ____ / / / /__ ____ _____/ /__ _____ ____________ / /_/ / / / / __/ __ \/ __ \/ __ \ / /_/ / _ \/ __ `/ __ / _ \/ ___/ ____________ /_____/_____/ / ____/ /_/ / /_/ / / / /_/ / / / / / __ / __/ /_/ / /_/ / __/ / /_____/_____/ /_/ \__, /\__/_/ /_/\____/_/ /_/ /_/ /_/\___/\__,_/\__,_/\___/_/ /____/ ------------------------------------------------------------------------------------------------------------------------ :FILE: DjangoBackend-ReactFrontend/core/auth/serializers/__init__.py :AUTHOR: Nathan E White, PhD :ABOUT: Initializer for the core.auth app serializers ------------------------------------------------------------------------------------------------------------------------ :NOTES: For more information on this file, see: https://stackoverflow.com/questions/448271/what-is-init-py-for ------------------------------------------------------------------------------------------------------------------------ """ # <BOF> # Imports --- User Package Imports: Pulls in the serializers in the package into one place from .register import RegisterSerializer from .login import LoginSerializer # ---------------------------------------------------------------------------------------------------------------------- # <EOF>
60.703704
121
0.320927
524e3eb0973112e5200295a66018fe7aed58e72d
3,555
py
Python
Chapter9/Chapter9_2.py
ZFhuang/DiveIntoDLSketches
cf0654d06ab6eeaefc35fa3bebd4937f1cbbb165
[ "BSD-2-Clause" ]
null
null
null
Chapter9/Chapter9_2.py
ZFhuang/DiveIntoDLSketches
cf0654d06ab6eeaefc35fa3bebd4937f1cbbb165
[ "BSD-2-Clause" ]
null
null
null
Chapter9/Chapter9_2.py
ZFhuang/DiveIntoDLSketches
cf0654d06ab6eeaefc35fa3bebd4937f1cbbb165
[ "BSD-2-Clause" ]
null
null
null
# coding=utf-8 # 导入自己的函数包d2lzh_pytorch,注意要先将目标包的父路径添加到系统路径中 import sys sys.path.append(r".") from d2lzh_pytorch import data_process, plot, train, rnn import torch import time import os import torchvision from PIL import Image from torch import nn, optim from torch.utils.data import Dataset, DataLoader from torchvision.datasets import ImageFolder from torchvision import transforms from torchvision import models """ 这一节介绍了如何利用简单的迁移学习来从一个泛化模型得到知识并应用到另外的问题上 """ # 加上这个限定才能支持多线程读取 if __name__ == "__main__": # 设置计算设备,让计算在GPU上进行 device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') # 首先读取网上下载好的热狗数据集,这是第一次读取没有打包的数据集 data_dir=r'./Datasets' # 文件夹中是trian和test两个子文件夹,子文件夹中是hotdogs和not-hotdogs两种分类 # print(os.listdir(os.path.join(data_dir, "Hotdog"))) # 这里用两个ImageFolder来读取两个文件夹中的文件 train_imgs = ImageFolder(os.path.join(data_dir, 'hotdog/train')) test_imgs = ImageFolder(os.path.join(data_dir, 'hotdog/test')) # 这里为了测试画出头8张图片 # hotdogs = [train_imgs[i][0] for i in range(8)] # not_hotdogs = [train_imgs[-i - 1][0] for i in range(8)] # plot.show_images(hotdogs + not_hotdogs, 2, 8, scale=1.4) print('————————————————————————————') # 然后开始对图像进行预处理(增广),要注意如果是迁移学习的话,一定要保证源模型和目标 # 模型的输入有一样的预处理,最显然的就是缩放为相同的大小 # 这里的归一化是和torchvision的模型一样的归一化,参数可以在网上找到 normalize = transforms.Normalize( mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]) train_augs = transforms.Compose([ transforms.RandomResizedCrop(size=224), transforms.RandomHorizontalFlip(), transforms.ToTensor(), normalize ]) test_augs = transforms.Compose([ transforms.Resize(size=256), transforms.CenterCrop(size=224), transforms.ToTensor(), normalize ]) # 然后从网上下载在ImageNet上训练好的ResNet18,也可以用这里的模型自己训练 pretrained_net = models.resnet18(pretrained=True) # 打印最后的全连接层来测试模型是否正确下载,而且可以看到最后入512出1000类标签 print(pretrained_net.fc) # 将最后的全连接层修改为符合热狗数据集的形式,512转2个输出,修改后会自动初始化参数 pretrained_net.fc = nn.Linear(512, 2) # 然后由于迁移学习的特性,重点是训练最后的全连接输出层,因此这里要把最后全连接层的 # 学习率调大,然后其他层的学习率调低 # 提取出全连接层的参数,命名为其自己的id output_params = list(map(id, pretrained_net.fc.parameters())) # 从参数中提取出不是全连接层的参数项出来 feature_params = filter(lambda parameter_list: id( parameter_list) not in output_params, pretrained_net.parameters()) lr = 0.01 # 选用sgd优化器,特点是普通参数用0.01的学习率,全连接层用10倍的学习率以关注于它 # weight_decay是防止过拟合的那个衰减项 optimizer = optim.SGD([ {'params': feature_params}, {'params': pretrained_net.fc.parameters(), 'lr': lr*10} ], lr=lr, weight_decay=0.001) # 这里写一个训练函数接口函数 def train_fine_tuning(net, optimizer, batch_size=128, num_epochs=5): train_iter = DataLoader(ImageFolder(os.path.join( data_dir, 'hotdog/train'), transform=train_augs), batch_size, shuffle=True) test_iter = DataLoader(ImageFolder(os.path.join( data_dir, 'hotdog/test'), transform=test_augs), batch_size) loss = torch.nn.CrossEntropyLoss() # 调用之前写的通用训练函数来测试 train.train(train_iter, test_iter, net, loss, optimizer, device, num_epochs) # 对迁移模型进行训练并查看效果 train_fine_tuning(pretrained_net, optimizer) # 对比没有迁移的模型训练,可以看到迁移模型的效果要比没有迁移直接训练的好很多 scratch_net = models.resnet18(pretrained=False, num_classes=2) lr = 0.1 optimizer = optim.SGD(scratch_net.parameters(), lr=lr, weight_decay=0.001) train_fine_tuning(scratch_net, optimizer) print('————————————————————————————')
34.182692
87
0.695077
1001e598c51ec4fa28ad3bf7d517ffda0ebc8563
54,616
py
Python
test/sql/test_operators.py
charlax/sqlalchemy
6d0f734a3da78d213da0931531bbcfc781521ca7
[ "MIT" ]
1
2021-02-22T15:00:47.000Z
2021-02-22T15:00:47.000Z
test/sql/test_operators.py
xqzhou/sqlalchemy
e21cd0d95fb6cdcb4e10ea78abd5626bb92c37c3
[ "MIT" ]
null
null
null
test/sql/test_operators.py
xqzhou/sqlalchemy
e21cd0d95fb6cdcb4e10ea78abd5626bb92c37c3
[ "MIT" ]
1
2021-03-25T00:26:15.000Z
2021-03-25T00:26:15.000Z
from sqlalchemy.testing import fixtures, eq_, is_ from sqlalchemy import testing from sqlalchemy.testing import assert_raises_message from sqlalchemy.sql import column, desc, asc, literal, collate, null, true, false from sqlalchemy.sql.expression import BinaryExpression, \ ClauseList, Grouping, \ UnaryExpression, select, union, func, tuple_ from sqlalchemy.sql import operators, table import operator from sqlalchemy import String, Integer, LargeBinary from sqlalchemy import exc from sqlalchemy.engine import default from sqlalchemy.sql.elements import _literal_as_text from sqlalchemy.schema import Column, Table, MetaData from sqlalchemy.types import TypeEngine, TypeDecorator, UserDefinedType, Boolean from sqlalchemy.dialects import mysql, firebird, postgresql, oracle, \ sqlite, mssql from sqlalchemy import util import datetime import collections from sqlalchemy import text, literal_column from sqlalchemy import and_, not_, between, or_ from sqlalchemy.sql import true, false, null class LoopOperate(operators.ColumnOperators): def operate(self, op, *other, **kwargs): return op class DefaultColumnComparatorTest(fixtures.TestBase): def _do_scalar_test(self, operator, compare_to): left = column('left') assert left.comparator.operate(operator).compare( compare_to(left) ) self._loop_test(operator) def _do_operate_test(self, operator, right=column('right')): left = column('left') assert left.comparator.operate(operator, right).compare( BinaryExpression(_literal_as_text(left), _literal_as_text(right), operator) ) assert operator(left, right).compare( BinaryExpression(_literal_as_text(left), _literal_as_text(right), operator) ) self._loop_test(operator, right) def _loop_test(self, operator, *arg): l = LoopOperate() is_( operator(l, *arg), operator ) def test_desc(self): self._do_scalar_test(operators.desc_op, desc) def test_asc(self): self._do_scalar_test(operators.asc_op, asc) def test_plus(self): self._do_operate_test(operators.add) def test_is_null(self): self._do_operate_test(operators.is_, None) def test_isnot_null(self): self._do_operate_test(operators.isnot, None) def test_is_null_const(self): self._do_operate_test(operators.is_, null()) def test_is_true_const(self): self._do_operate_test(operators.is_, true()) def test_is_false_const(self): self._do_operate_test(operators.is_, false()) def test_equals_true(self): self._do_operate_test(operators.eq, True) def test_notequals_true(self): self._do_operate_test(operators.ne, True) def test_is_true(self): self._do_operate_test(operators.is_, True) def test_isnot_true(self): self._do_operate_test(operators.isnot, True) def test_is_false(self): self._do_operate_test(operators.is_, False) def test_isnot_false(self): self._do_operate_test(operators.isnot, False) def test_like(self): self._do_operate_test(operators.like_op) def test_notlike(self): self._do_operate_test(operators.notlike_op) def test_ilike(self): self._do_operate_test(operators.ilike_op) def test_notilike(self): self._do_operate_test(operators.notilike_op) def test_is(self): self._do_operate_test(operators.is_) def test_isnot(self): self._do_operate_test(operators.isnot) def test_no_getitem(self): assert_raises_message( NotImplementedError, "Operator 'getitem' is not supported on this expression", self._do_operate_test, operators.getitem ) assert_raises_message( NotImplementedError, "Operator 'getitem' is not supported on this expression", lambda: column('left')[3] ) def test_in(self): left = column('left') assert left.comparator.operate(operators.in_op, [1, 2, 3]).compare( BinaryExpression( left, Grouping(ClauseList( literal(1), literal(2), literal(3) )), operators.in_op ) ) self._loop_test(operators.in_op, [1, 2, 3]) def test_notin(self): left = column('left') assert left.comparator.operate(operators.notin_op, [1, 2, 3]).compare( BinaryExpression( left, Grouping(ClauseList( literal(1), literal(2), literal(3) )), operators.notin_op ) ) self._loop_test(operators.notin_op, [1, 2, 3]) def test_in_no_accept_list_of_non_column_element(self): left = column('left') foo = ClauseList() assert_raises_message( exc.InvalidRequestError, r"in_\(\) accepts either a list of expressions or a selectable:", left.in_, [foo] ) def test_in_no_accept_non_list_non_selectable(self): left = column('left') right = column('right') assert_raises_message( exc.InvalidRequestError, r"in_\(\) accepts either a list of expressions or a selectable:", left.in_, right ) def test_in_no_accept_non_list_thing_with_getitem(self): # test [ticket:2726] class HasGetitem(String): class comparator_factory(String.Comparator): def __getitem__(self, value): return value left = column('left') right = column('right', HasGetitem) assert_raises_message( exc.InvalidRequestError, r"in_\(\) accepts either a list of expressions or a selectable:", left.in_, right ) def test_collate(self): left = column('left') right = "some collation" left.comparator.operate(operators.collate, right).compare( collate(left, right) ) def test_concat(self): self._do_operate_test(operators.concat_op) class CustomUnaryOperatorTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' def _factorial_fixture(self): class MyInteger(Integer): class comparator_factory(Integer.Comparator): def factorial(self): return UnaryExpression(self.expr, modifier=operators.custom_op("!"), type_=MyInteger) def factorial_prefix(self): return UnaryExpression(self.expr, operator=operators.custom_op("!!"), type_=MyInteger) return MyInteger def test_factorial(self): col = column('somecol', self._factorial_fixture()) self.assert_compile( col.factorial(), "somecol !" ) def test_double_factorial(self): col = column('somecol', self._factorial_fixture()) self.assert_compile( col.factorial().factorial(), "somecol ! !" ) def test_factorial_prefix(self): col = column('somecol', self._factorial_fixture()) self.assert_compile( col.factorial_prefix(), "!! somecol" ) def test_unary_no_ops(self): assert_raises_message( exc.CompileError, "Unary expression has no operator or modifier", UnaryExpression(literal("x")).compile ) def test_unary_both_ops(self): assert_raises_message( exc.CompileError, "Unary expression does not support operator and " "modifier simultaneously", UnaryExpression(literal("x"), operator=operators.custom_op("x"), modifier=operators.custom_op("y")).compile ) class _CustomComparatorTests(object): def test_override_builtin(self): c1 = Column('foo', self._add_override_factory()) self._assert_add_override(c1) def test_column_proxy(self): t = Table('t', MetaData(), Column('foo', self._add_override_factory()) ) proxied = t.select().c.foo self._assert_add_override(proxied) def test_alias_proxy(self): t = Table('t', MetaData(), Column('foo', self._add_override_factory()) ) proxied = t.alias().c.foo self._assert_add_override(proxied) def test_binary_propagate(self): c1 = Column('foo', self._add_override_factory()) self._assert_add_override(c1 - 6) def test_reverse_binary_propagate(self): c1 = Column('foo', self._add_override_factory()) self._assert_add_override(6 - c1) def test_binary_multi_propagate(self): c1 = Column('foo', self._add_override_factory()) self._assert_add_override((c1 - 6) + 5) def test_no_boolean_propagate(self): c1 = Column('foo', self._add_override_factory()) self._assert_not_add_override(c1 == 56) def _assert_add_override(self, expr): assert (expr + 5).compare( expr.op("goofy")(5) ) def _assert_not_add_override(self, expr): assert not (expr + 5).compare( expr.op("goofy")(5) ) class CustomComparatorTest(_CustomComparatorTests, fixtures.TestBase): def _add_override_factory(self): class MyInteger(Integer): class comparator_factory(TypeEngine.Comparator): def __init__(self, expr): self.expr = expr def __add__(self, other): return self.expr.op("goofy")(other) return MyInteger class TypeDecoratorComparatorTest(_CustomComparatorTests, fixtures.TestBase): def _add_override_factory(self): class MyInteger(TypeDecorator): impl = Integer class comparator_factory(TypeEngine.Comparator): def __init__(self, expr): self.expr = expr def __add__(self, other): return self.expr.op("goofy")(other) return MyInteger class CustomEmbeddedinTypeDecoratorTest(_CustomComparatorTests, fixtures.TestBase): def _add_override_factory(self): class MyInteger(Integer): class comparator_factory(TypeEngine.Comparator): def __init__(self, expr): self.expr = expr def __add__(self, other): return self.expr.op("goofy")(other) class MyDecInteger(TypeDecorator): impl = MyInteger return MyDecInteger class NewOperatorTest(_CustomComparatorTests, fixtures.TestBase): def _add_override_factory(self): class MyInteger(Integer): class comparator_factory(TypeEngine.Comparator): def __init__(self, expr): self.expr = expr def foob(self, other): return self.expr.op("foob")(other) return MyInteger def _assert_add_override(self, expr): assert (expr.foob(5)).compare( expr.op("foob")(5) ) def _assert_not_add_override(self, expr): assert not hasattr(expr, "foob") class ExtensionOperatorTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' def test_contains(self): class MyType(UserDefinedType): class comparator_factory(UserDefinedType.Comparator): def contains(self, other, **kw): return self.op("->")(other) self.assert_compile( Column('x', MyType()).contains(5), "x -> :x_1" ) def test_getitem(self): class MyType(UserDefinedType): class comparator_factory(UserDefinedType.Comparator): def __getitem__(self, index): return self.op("->")(index) self.assert_compile( Column('x', MyType())[5], "x -> :x_1" ) def test_op_not_an_iterator(self): # see [ticket:2726] class MyType(UserDefinedType): class comparator_factory(UserDefinedType.Comparator): def __getitem__(self, index): return self.op("->")(index) col = Column('x', MyType()) assert not isinstance(col, collections.Iterable) def test_lshift(self): class MyType(UserDefinedType): class comparator_factory(UserDefinedType.Comparator): def __lshift__(self, other): return self.op("->")(other) self.assert_compile( Column('x', MyType()) << 5, "x -> :x_1" ) def test_rshift(self): class MyType(UserDefinedType): class comparator_factory(UserDefinedType.Comparator): def __rshift__(self, other): return self.op("->")(other) self.assert_compile( Column('x', MyType()) >> 5, "x -> :x_1" ) class BooleanEvalTest(fixtures.TestBase, testing.AssertsCompiledSQL): """test standalone booleans being wrapped in an AsBoolean, as well as true/false compilation.""" def _dialect(self, native_boolean): d = default.DefaultDialect() d.supports_native_boolean = native_boolean return d def test_one(self): c = column('x', Boolean) self.assert_compile( select([c]).where(c), "SELECT x WHERE x", dialect=self._dialect(True) ) def test_two(self): c = column('x', Boolean) self.assert_compile( select([c]).where(c), "SELECT x WHERE x = 1", dialect=self._dialect(False) ) def test_three(self): c = column('x', Boolean) self.assert_compile( select([c]).where(~c), "SELECT x WHERE x = 0", dialect=self._dialect(False) ) def test_four(self): c = column('x', Boolean) self.assert_compile( select([c]).where(~c), "SELECT x WHERE NOT x", dialect=self._dialect(True) ) def test_five(self): c = column('x', Boolean) self.assert_compile( select([c]).having(c), "SELECT x HAVING x = 1", dialect=self._dialect(False) ) def test_six(self): self.assert_compile( or_(false(), true()), "1 = 1", dialect=self._dialect(False) ) def test_eight(self): self.assert_compile( and_(false(), true()), "false", dialect=self._dialect(True) ) def test_nine(self): self.assert_compile( and_(false(), true()), "0 = 1", dialect=self._dialect(False) ) def test_ten(self): c = column('x', Boolean) self.assert_compile( c == 1, "x = :x_1", dialect=self._dialect(False) ) def test_eleven(self): c = column('x', Boolean) self.assert_compile( c.is_(true()), "x IS true", dialect=self._dialect(True) ) def test_twelve(self): c = column('x', Boolean) # I don't have a solution for this one yet, # other than adding some heavy-handed conditionals # into compiler self.assert_compile( c.is_(true()), "x IS 1", dialect=self._dialect(False) ) class ConjunctionTest(fixtures.TestBase, testing.AssertsCompiledSQL): """test interaction of and_()/or_() with boolean , null constants """ __dialect__ = default.DefaultDialect(supports_native_boolean=True) def test_one(self): self.assert_compile(~and_(true()), "false") def test_two(self): self.assert_compile(or_(~and_(true())), "false") def test_three(self): self.assert_compile(or_(and_()), "") def test_four(self): x = column('x') self.assert_compile( and_(or_(x == 5), or_(x == 7)), "x = :x_1 AND x = :x_2") def test_five(self): x = column("x") self.assert_compile( and_(true()._ifnone(None), x == 7), "x = :x_1" ) def test_six(self): x = column("x") self.assert_compile(or_(true(), x == 7), "true") self.assert_compile(or_(x == 7, true()), "true") self.assert_compile(~or_(x == 7, true()), "false") def test_six_pt_five(self): x = column("x") self.assert_compile(select([x]).where(or_(x == 7, true())), "SELECT x WHERE true") self.assert_compile(select([x]).where(or_(x == 7, true())), "SELECT x WHERE 1 = 1", dialect=default.DefaultDialect(supports_native_boolean=False)) def test_seven(self): x = column("x") self.assert_compile( and_(true(), x == 7, true(), x == 9), "x = :x_1 AND x = :x_2") def test_eight(self): x = column("x") self.assert_compile( or_(false(), x == 7, false(), x == 9), "x = :x_1 OR x = :x_2") def test_nine(self): x = column("x") self.assert_compile( and_(x == 7, x == 9, false(), x == 5), "false" ) self.assert_compile( ~and_(x == 7, x == 9, false(), x == 5), "true" ) def test_ten(self): self.assert_compile( and_(None, None), "NULL AND NULL" ) def test_eleven(self): x = column("x") self.assert_compile( select([x]).where(None).where(None), "SELECT x WHERE NULL AND NULL" ) def test_twelve(self): x = column("x") self.assert_compile( select([x]).where(and_(None, None)), "SELECT x WHERE NULL AND NULL" ) def test_thirteen(self): x = column("x") self.assert_compile( select([x]).where(~and_(None, None)), "SELECT x WHERE NOT (NULL AND NULL)" ) def test_fourteen(self): x = column("x") self.assert_compile( select([x]).where(~null()), "SELECT x WHERE NOT NULL" ) class OperatorPrecedenceTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' table1 = table('mytable', column('myid', Integer), column('name', String), column('description', String), ) table2 = table('op', column('field')) def test_operator_precedence_1(self): self.assert_compile( self.table2.select((self.table2.c.field == 5) == None), "SELECT op.field FROM op WHERE (op.field = :field_1) IS NULL") def test_operator_precedence_2(self): self.assert_compile( self.table2.select( (self.table2.c.field + 5) == self.table2.c.field), "SELECT op.field FROM op WHERE op.field + :field_1 = op.field") def test_operator_precedence_3(self): self.assert_compile( self.table2.select((self.table2.c.field + 5) * 6), "SELECT op.field FROM op WHERE (op.field + :field_1) * :param_1") def test_operator_precedence_4(self): self.assert_compile(self.table2.select((self.table2.c.field * 5) + 6), "SELECT op.field FROM op WHERE op.field * :field_1 + :param_1") def test_operator_precedence_5(self): self.assert_compile(self.table2.select( 5 + self.table2.c.field.in_([5, 6])), "SELECT op.field FROM op WHERE :param_1 + " "(op.field IN (:field_1, :field_2))") def test_operator_precedence_6(self): self.assert_compile(self.table2.select( (5 + self.table2.c.field).in_([5, 6])), "SELECT op.field FROM op WHERE :field_1 + op.field " "IN (:param_1, :param_2)") def test_operator_precedence_7(self): self.assert_compile(self.table2.select( not_(and_(self.table2.c.field == 5, self.table2.c.field == 7))), "SELECT op.field FROM op WHERE NOT " "(op.field = :field_1 AND op.field = :field_2)") def test_operator_precedence_8(self): self.assert_compile(self.table2.select(not_(self.table2.c.field == 5)), "SELECT op.field FROM op WHERE op.field != :field_1") def test_operator_precedence_9(self): self.assert_compile(self.table2.select( not_(self.table2.c.field.between(5, 6))), "SELECT op.field FROM op WHERE NOT " "(op.field BETWEEN :field_1 AND :field_2)") def test_operator_precedence_10(self): self.assert_compile(self.table2.select(not_(self.table2.c.field) == 5), "SELECT op.field FROM op WHERE (NOT op.field) = :param_1") def test_operator_precedence_11(self): self.assert_compile(self.table2.select( (self.table2.c.field == self.table2.c.field).\ between(False, True)), "SELECT op.field FROM op WHERE (op.field = op.field) " "BETWEEN :param_1 AND :param_2") def test_operator_precedence_12(self): self.assert_compile(self.table2.select( between((self.table2.c.field == self.table2.c.field), False, True)), "SELECT op.field FROM op WHERE (op.field = op.field) " "BETWEEN :param_1 AND :param_2") def test_operator_precedence_13(self): self.assert_compile(self.table2.select( self.table2.c.field.match( self.table2.c.field).is_(None)), "SELECT op.field FROM op WHERE (op.field MATCH op.field) IS NULL") def test_operator_precedence_collate_1(self): self.assert_compile( self.table1.c.name == literal('foo').collate('utf-8'), "mytable.name = (:param_1 COLLATE utf-8)" ) def test_operator_precedence_collate_2(self): self.assert_compile( (self.table1.c.name == literal('foo')).collate('utf-8'), "mytable.name = :param_1 COLLATE utf-8" ) def test_operator_precedence_collate_3(self): self.assert_compile( self.table1.c.name.collate('utf-8') == 'foo', "(mytable.name COLLATE utf-8) = :param_1" ) def test_operator_precedence_collate_4(self): self.assert_compile( and_( (self.table1.c.name == literal('foo')).collate('utf-8'), (self.table2.c.field == literal('bar')).collate('utf-8'), ), "mytable.name = :param_1 COLLATE utf-8 " "AND op.field = :param_2 COLLATE utf-8" ) def test_operator_precedence_collate_5(self): self.assert_compile( select([self.table1.c.name]).order_by( self.table1.c.name.collate('utf-8').desc()), "SELECT mytable.name FROM mytable " "ORDER BY mytable.name COLLATE utf-8 DESC" ) def test_operator_precedence_collate_6(self): self.assert_compile( select([self.table1.c.name]).order_by( self.table1.c.name.collate('utf-8').desc().nullslast()), "SELECT mytable.name FROM mytable " "ORDER BY mytable.name COLLATE utf-8 DESC NULLS LAST" ) def test_operator_precedence_collate_7(self): self.assert_compile( select([self.table1.c.name]).order_by( self.table1.c.name.collate('utf-8').asc()), "SELECT mytable.name FROM mytable " "ORDER BY mytable.name COLLATE utf-8 ASC" ) def test_commutative_operators(self): self.assert_compile( literal("a") + literal("b") * literal("c"), ":param_1 || :param_2 * :param_3" ) def test_op_operators(self): self.assert_compile( self.table1.select(self.table1.c.myid.op('hoho')(12) == 14), "SELECT mytable.myid, mytable.name, mytable.description FROM " "mytable WHERE (mytable.myid hoho :myid_1) = :param_1" ) def test_op_operators_comma_precedence(self): self.assert_compile( func.foo(self.table1.c.myid.op('hoho')(12)), "foo(mytable.myid hoho :myid_1)" ) def test_op_operators_comparison_precedence(self): self.assert_compile( self.table1.c.myid.op('hoho')(12) == 5, "(mytable.myid hoho :myid_1) = :param_1" ) def test_op_operators_custom_precedence(self): op1 = self.table1.c.myid.op('hoho', precedence=5) op2 = op1(5).op('lala', precedence=4)(4) op3 = op1(5).op('lala', precedence=6)(4) self.assert_compile(op2, "mytable.myid hoho :myid_1 lala :param_1") self.assert_compile(op3, "(mytable.myid hoho :myid_1) lala :param_1") class OperatorAssociativityTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' def test_associativity_1(self): f = column('f') self.assert_compile(f - f, "f - f") def test_associativity_2(self): f = column('f') self.assert_compile(f - f - f, "(f - f) - f") def test_associativity_3(self): f = column('f') self.assert_compile((f - f) - f, "(f - f) - f") def test_associativity_4(self): f = column('f') self.assert_compile((f - f).label('foo') - f, "(f - f) - f") def test_associativity_5(self): f = column('f') self.assert_compile(f - (f - f), "f - (f - f)") def test_associativity_6(self): f = column('f') self.assert_compile(f - (f - f).label('foo'), "f - (f - f)") def test_associativity_7(self): f = column('f') # because - less precedent than / self.assert_compile(f / (f - f), "f / (f - f)") def test_associativity_8(self): f = column('f') self.assert_compile(f / (f - f).label('foo'), "f / (f - f)") def test_associativity_9(self): f = column('f') self.assert_compile(f / f - f, "f / f - f") def test_associativity_10(self): f = column('f') self.assert_compile((f / f) - f, "f / f - f") def test_associativity_11(self): f = column('f') self.assert_compile((f / f).label('foo') - f, "f / f - f") def test_associativity_12(self): f = column('f') # because / more precedent than - self.assert_compile(f - (f / f), "f - f / f") def test_associativity_13(self): f = column('f') self.assert_compile(f - (f / f).label('foo'), "f - f / f") def test_associativity_14(self): f = column('f') self.assert_compile(f - f / f, "f - f / f") def test_associativity_15(self): f = column('f') self.assert_compile((f - f) / f, "(f - f) / f") def test_associativity_16(self): f = column('f') self.assert_compile(((f - f) / f) - f, "(f - f) / f - f") def test_associativity_17(self): f = column('f') # - lower precedence than / self.assert_compile((f - f) / (f - f), "(f - f) / (f - f)") def test_associativity_18(self): f = column('f') # / higher precedence than - self.assert_compile((f / f) - (f / f), "f / f - f / f") def test_associativity_19(self): f = column('f') self.assert_compile((f / f) - (f - f), "f / f - (f - f)") def test_associativity_20(self): f = column('f') self.assert_compile((f / f) / (f - f), "(f / f) / (f - f)") def test_associativity_21(self): f = column('f') self.assert_compile(f / (f / (f - f)), "f / (f / (f - f))") class InTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' table1 = table('mytable', column('myid', Integer), ) table2 = table( 'myothertable', column('otherid', Integer), column('othername', String) ) def test_in_1(self): self.assert_compile(self.table1.c.myid.in_(['a']), "mytable.myid IN (:myid_1)") def test_in_2(self): self.assert_compile(~self.table1.c.myid.in_(['a']), "mytable.myid NOT IN (:myid_1)") def test_in_3(self): self.assert_compile(self.table1.c.myid.in_(['a', 'b']), "mytable.myid IN (:myid_1, :myid_2)") def test_in_4(self): self.assert_compile(self.table1.c.myid.in_(iter(['a', 'b'])), "mytable.myid IN (:myid_1, :myid_2)") def test_in_5(self): self.assert_compile(self.table1.c.myid.in_([literal('a')]), "mytable.myid IN (:param_1)") def test_in_6(self): self.assert_compile(self.table1.c.myid.in_([literal('a'), 'b']), "mytable.myid IN (:param_1, :myid_1)") def test_in_7(self): self.assert_compile( self.table1.c.myid.in_([literal('a'), literal('b')]), "mytable.myid IN (:param_1, :param_2)") def test_in_8(self): self.assert_compile(self.table1.c.myid.in_(['a', literal('b')]), "mytable.myid IN (:myid_1, :param_1)") def test_in_9(self): self.assert_compile(self.table1.c.myid.in_([literal(1) + 'a']), "mytable.myid IN (:param_1 + :param_2)") def test_in_10(self): self.assert_compile(self.table1.c.myid.in_([literal('a') + 'a', 'b']), "mytable.myid IN (:param_1 || :param_2, :myid_1)") def test_in_11(self): self.assert_compile(self.table1.c.myid.in_([literal('a') + \ literal('a'), literal('b')]), "mytable.myid IN (:param_1 || :param_2, :param_3)") def test_in_12(self): self.assert_compile(self.table1.c.myid.in_([1, literal(3) + 4]), "mytable.myid IN (:myid_1, :param_1 + :param_2)") def test_in_13(self): self.assert_compile(self.table1.c.myid.in_([literal('a') < 'b']), "mytable.myid IN (:param_1 < :param_2)") def test_in_14(self): self.assert_compile(self.table1.c.myid.in_([self.table1.c.myid]), "mytable.myid IN (mytable.myid)") def test_in_15(self): self.assert_compile(self.table1.c.myid.in_(['a', self.table1.c.myid]), "mytable.myid IN (:myid_1, mytable.myid)") def test_in_16(self): self.assert_compile(self.table1.c.myid.in_([literal('a'), self.table1.c.myid]), "mytable.myid IN (:param_1, mytable.myid)") def test_in_17(self): self.assert_compile(self.table1.c.myid.in_([literal('a'), \ self.table1.c.myid + 'a']), "mytable.myid IN (:param_1, mytable.myid + :myid_1)") def test_in_18(self): self.assert_compile(self.table1.c.myid.in_([literal(1), 'a' + \ self.table1.c.myid]), "mytable.myid IN (:param_1, :myid_1 + mytable.myid)") def test_in_19(self): self.assert_compile(self.table1.c.myid.in_([1, 2, 3]), "mytable.myid IN (:myid_1, :myid_2, :myid_3)") def test_in_20(self): self.assert_compile(self.table1.c.myid.in_( select([self.table2.c.otherid])), "mytable.myid IN (SELECT myothertable.otherid FROM myothertable)") def test_in_21(self): self.assert_compile(~self.table1.c.myid.in_( select([self.table2.c.otherid])), "mytable.myid NOT IN (SELECT myothertable.otherid FROM myothertable)") def test_in_22(self): self.assert_compile( self.table1.c.myid.in_( text("SELECT myothertable.otherid FROM myothertable") ), "mytable.myid IN (SELECT myothertable.otherid " "FROM myothertable)" ) @testing.emits_warning('.*empty sequence.*') def test_in_23(self): self.assert_compile(self.table1.c.myid.in_([]), "mytable.myid != mytable.myid") def test_in_24(self): self.assert_compile( select([self.table1.c.myid.in_(select([self.table2.c.otherid]))]), "SELECT mytable.myid IN (SELECT myothertable.otherid " "FROM myothertable) AS anon_1 FROM mytable" ) def test_in_25(self): self.assert_compile( select([self.table1.c.myid.in_( select([self.table2.c.otherid]).as_scalar())]), "SELECT mytable.myid IN (SELECT myothertable.otherid " "FROM myothertable) AS anon_1 FROM mytable" ) def test_in_26(self): self.assert_compile(self.table1.c.myid.in_( union( select([self.table1.c.myid], self.table1.c.myid == 5), select([self.table1.c.myid], self.table1.c.myid == 12), ) ), "mytable.myid IN ("\ "SELECT mytable.myid FROM mytable WHERE mytable.myid = :myid_1 "\ "UNION SELECT mytable.myid FROM mytable WHERE mytable.myid = :myid_2)") def test_in_27(self): # test that putting a select in an IN clause does not # blow away its ORDER BY clause self.assert_compile( select([self.table1, self.table2], self.table2.c.otherid.in_( select([self.table2.c.otherid], order_by=[self.table2.c.othername], limit=10, correlate=False) ), from_obj=[self.table1.join(self.table2, self.table1.c.myid == self.table2.c.otherid)], order_by=[self.table1.c.myid] ), "SELECT mytable.myid, " "myothertable.otherid, myothertable.othername FROM mytable "\ "JOIN myothertable ON mytable.myid = myothertable.otherid " "WHERE myothertable.otherid IN (SELECT myothertable.otherid "\ "FROM myothertable ORDER BY myothertable.othername " "LIMIT :param_1) ORDER BY mytable.myid", {'param_1': 10} ) def test_in_28(self): self.assert_compile( self.table1.c.myid.in_([None]), "mytable.myid IN (NULL)" ) @testing.emits_warning('.*empty sequence.*') def test_in_29(self): self.assert_compile(self.table1.c.myid.notin_([]), "mytable.myid = mytable.myid") @testing.emits_warning('.*empty sequence.*') def test_in_30(self): self.assert_compile(~self.table1.c.myid.in_([]), "mytable.myid = mytable.myid") class MathOperatorTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' table1 = table('mytable', column('myid', Integer), ) def _test_math_op(self, py_op, sql_op): for (lhs, rhs, res) in ( (5, self.table1.c.myid, ':myid_1 %s mytable.myid'), (5, literal(5), ':param_1 %s :param_2'), (self.table1.c.myid, 'b', 'mytable.myid %s :myid_1'), (self.table1.c.myid, literal(2.7), 'mytable.myid %s :param_1'), (self.table1.c.myid, self.table1.c.myid, 'mytable.myid %s mytable.myid'), (literal(5), 8, ':param_1 %s :param_2'), (literal(6), self.table1.c.myid, ':param_1 %s mytable.myid'), (literal(7), literal(5.5), ':param_1 %s :param_2'), ): self.assert_compile(py_op(lhs, rhs), res % sql_op) def test_math_op_add(self): self._test_math_op(operator.add, '+') def test_math_op_mul(self): self._test_math_op(operator.mul, '*') def test_math_op_sub(self): self._test_math_op(operator.sub, '-') def test_math_op_div(self): if util.py3k: self._test_math_op(operator.truediv, '/') else: self._test_math_op(operator.div, '/') class ComparisonOperatorTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' table1 = table('mytable', column('myid', Integer), ) def test_pickle_operators_one(self): clause = (self.table1.c.myid == 12) & \ self.table1.c.myid.between(15, 20) & \ self.table1.c.myid.like('hoho') eq_(str(clause), str(util.pickle.loads(util.pickle.dumps(clause)))) def test_pickle_operators_two(self): clause = tuple_(1, 2, 3) eq_(str(clause), str(util.pickle.loads(util.pickle.dumps(clause)))) def _test_comparison_op(self, py_op, fwd_op, rev_op): dt = datetime.datetime(2012, 5, 10, 15, 27, 18) for (lhs, rhs, l_sql, r_sql) in ( ('a', self.table1.c.myid, ':myid_1', 'mytable.myid'), ('a', literal('b'), ':param_2', ':param_1'), # note swap! (self.table1.c.myid, 'b', 'mytable.myid', ':myid_1'), (self.table1.c.myid, literal('b'), 'mytable.myid', ':param_1'), (self.table1.c.myid, self.table1.c.myid, 'mytable.myid', 'mytable.myid'), (literal('a'), 'b', ':param_1', ':param_2'), (literal('a'), self.table1.c.myid, ':param_1', 'mytable.myid'), (literal('a'), literal('b'), ':param_1', ':param_2'), (dt, literal('b'), ':param_2', ':param_1'), (literal('b'), dt, ':param_1', ':param_2'), ): # the compiled clause should match either (e.g.): # 'a' < 'b' -or- 'b' > 'a'. compiled = str(py_op(lhs, rhs)) fwd_sql = "%s %s %s" % (l_sql, fwd_op, r_sql) rev_sql = "%s %s %s" % (r_sql, rev_op, l_sql) self.assert_(compiled == fwd_sql or compiled == rev_sql, "\n'" + compiled + "'\n does not match\n'" + fwd_sql + "'\n or\n'" + rev_sql + "'") def test_comparison_operators_lt(self): self._test_comparison_op(operator.lt, '<', '>'), def test_comparison_operators_gt(self): self._test_comparison_op(operator.gt, '>', '<') def test_comparison_operators_eq(self): self._test_comparison_op(operator.eq, '=', '=') def test_comparison_operators_ne(self): self._test_comparison_op(operator.ne, '!=', '!=') def test_comparison_operators_le(self): self._test_comparison_op(operator.le, '<=', '>=') def test_comparison_operators_ge(self): self._test_comparison_op(operator.ge, '>=', '<=') class NonZeroTest(fixtures.TestBase): def _raises(self, expr): assert_raises_message( TypeError, "Boolean value of this clause is not defined", bool, expr ) def _assert_true(self, expr): is_(bool(expr), True) def _assert_false(self, expr): is_(bool(expr), False) def test_column_identity_eq(self): c1 = column('c1') self._assert_true(c1 == c1) def test_column_identity_gt(self): c1 = column('c1') self._raises(c1 > c1) def test_column_compare_eq(self): c1, c2 = column('c1'), column('c2') self._assert_false(c1 == c2) def test_column_compare_gt(self): c1, c2 = column('c1'), column('c2') self._raises(c1 > c2) def test_binary_identity_eq(self): c1 = column('c1') expr = c1 > 5 self._assert_true(expr == expr) def test_labeled_binary_identity_eq(self): c1 = column('c1') expr = (c1 > 5).label(None) self._assert_true(expr == expr) def test_annotated_binary_identity_eq(self): c1 = column('c1') expr1 = (c1 > 5) expr2 = expr1._annotate({"foo": "bar"}) self._assert_true(expr1 == expr2) def test_labeled_binary_compare_gt(self): c1 = column('c1') expr1 = (c1 > 5).label(None) expr2 = (c1 > 5).label(None) self._assert_false(expr1 == expr2) class NegationTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' table1 = table('mytable', column('myid', Integer), column('name', String), ) def test_negate_operators_1(self): for (py_op, op) in ( (operator.neg, '-'), (operator.inv, 'NOT '), ): for expr, expected in ( (self.table1.c.myid, "mytable.myid"), (literal("foo"), ":param_1"), ): self.assert_compile(py_op(expr), "%s%s" % (op, expected)) def test_negate_operators_2(self): self.assert_compile( self.table1.select((self.table1.c.myid != 12) & ~(self.table1.c.name == 'john')), "SELECT mytable.myid, mytable.name FROM " "mytable WHERE mytable.myid != :myid_1 " "AND mytable.name != :name_1" ) def test_negate_operators_3(self): self.assert_compile( self.table1.select((self.table1.c.myid != 12) & ~(self.table1.c.name.between('jack', 'john'))), "SELECT mytable.myid, mytable.name FROM " "mytable WHERE mytable.myid != :myid_1 AND "\ "NOT (mytable.name BETWEEN :name_1 AND :name_2)" ) def test_negate_operators_4(self): self.assert_compile( self.table1.select((self.table1.c.myid != 12) & ~and_(self.table1.c.name == 'john', self.table1.c.name == 'ed', self.table1.c.name == 'fred')), "SELECT mytable.myid, mytable.name FROM " "mytable WHERE mytable.myid != :myid_1 AND "\ "NOT (mytable.name = :name_1 AND mytable.name = :name_2 " "AND mytable.name = :name_3)" ) def test_negate_operators_5(self): self.assert_compile( self.table1.select((self.table1.c.myid != 12) & ~self.table1.c.name), "SELECT mytable.myid, mytable.name FROM " "mytable WHERE mytable.myid != :myid_1 AND NOT mytable.name" ) class LikeTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' table1 = table('mytable', column('myid', Integer), column('name', String), ) def test_like_1(self): self.assert_compile( self.table1.c.myid.like('somstr'), "mytable.myid LIKE :myid_1") def test_like_2(self): self.assert_compile( ~self.table1.c.myid.like('somstr'), "mytable.myid NOT LIKE :myid_1") def test_like_3(self): self.assert_compile( self.table1.c.myid.like('somstr', escape='\\'), "mytable.myid LIKE :myid_1 ESCAPE '\\'") def test_like_4(self): self.assert_compile( ~self.table1.c.myid.like('somstr', escape='\\'), "mytable.myid NOT LIKE :myid_1 ESCAPE '\\'") def test_like_5(self): self.assert_compile( self.table1.c.myid.ilike('somstr', escape='\\'), "lower(mytable.myid) LIKE lower(:myid_1) ESCAPE '\\'") def test_like_6(self): self.assert_compile( ~self.table1.c.myid.ilike('somstr', escape='\\'), "lower(mytable.myid) NOT LIKE lower(:myid_1) ESCAPE '\\'") def test_like_7(self): self.assert_compile( self.table1.c.myid.ilike('somstr', escape='\\'), "mytable.myid ILIKE %(myid_1)s ESCAPE '\\\\'", dialect=postgresql.dialect()) def test_like_8(self): self.assert_compile( ~self.table1.c.myid.ilike('somstr', escape='\\'), "mytable.myid NOT ILIKE %(myid_1)s ESCAPE '\\\\'", dialect=postgresql.dialect()) def test_like_9(self): self.assert_compile( self.table1.c.name.ilike('%something%'), "lower(mytable.name) LIKE lower(:name_1)") def test_like_10(self): self.assert_compile( self.table1.c.name.ilike('%something%'), "mytable.name ILIKE %(name_1)s", dialect=postgresql.dialect()) def test_like_11(self): self.assert_compile( ~self.table1.c.name.ilike('%something%'), "lower(mytable.name) NOT LIKE lower(:name_1)") def test_like_12(self): self.assert_compile( ~self.table1.c.name.ilike('%something%'), "mytable.name NOT ILIKE %(name_1)s", dialect=postgresql.dialect()) class MatchTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' table1 = table('mytable', column('myid', Integer), column('name', String), ) def test_match_1(self): self.assert_compile(self.table1.c.myid.match('somstr'), "mytable.myid MATCH ?", dialect=sqlite.dialect()) def test_match_2(self): self.assert_compile(self.table1.c.myid.match('somstr'), "MATCH (mytable.myid) AGAINST (%s IN BOOLEAN MODE)", dialect=mysql.dialect()) def test_match_3(self): self.assert_compile(self.table1.c.myid.match('somstr'), "CONTAINS (mytable.myid, :myid_1)", dialect=mssql.dialect()) def test_match_4(self): self.assert_compile(self.table1.c.myid.match('somstr'), "mytable.myid @@ to_tsquery(%(myid_1)s)", dialect=postgresql.dialect()) def test_match_5(self): self.assert_compile(self.table1.c.myid.match('somstr'), "CONTAINS (mytable.myid, :myid_1)", dialect=oracle.dialect()) class ComposedLikeOperatorsTest(fixtures.TestBase, testing.AssertsCompiledSQL): __dialect__ = 'default' def test_contains(self): self.assert_compile( column('x').contains('y'), "x LIKE '%%' || :x_1 || '%%'", checkparams={'x_1': 'y'} ) def test_contains_escape(self): self.assert_compile( column('x').contains('y', escape='\\'), "x LIKE '%%' || :x_1 || '%%' ESCAPE '\\'", checkparams={'x_1': 'y'} ) def test_contains_literal(self): self.assert_compile( column('x').contains(literal_column('y')), "x LIKE '%%' || y || '%%'", checkparams={} ) def test_contains_text(self): self.assert_compile( column('x').contains(text('y')), "x LIKE '%%' || y || '%%'", checkparams={} ) def test_not_contains(self): self.assert_compile( ~column('x').contains('y'), "x NOT LIKE '%%' || :x_1 || '%%'", checkparams={'x_1': 'y'} ) def test_not_contains_escape(self): self.assert_compile( ~column('x').contains('y', escape='\\'), "x NOT LIKE '%%' || :x_1 || '%%' ESCAPE '\\'", checkparams={'x_1': 'y'} ) def test_contains_concat(self): self.assert_compile( column('x').contains('y'), "x LIKE concat(concat('%%', %s), '%%')", checkparams={'x_1': 'y'}, dialect=mysql.dialect() ) def test_not_contains_concat(self): self.assert_compile( ~column('x').contains('y'), "x NOT LIKE concat(concat('%%', %s), '%%')", checkparams={'x_1': 'y'}, dialect=mysql.dialect() ) def test_contains_literal_concat(self): self.assert_compile( column('x').contains(literal_column('y')), "x LIKE concat(concat('%%', y), '%%')", checkparams={}, dialect=mysql.dialect() ) def test_contains_text_concat(self): self.assert_compile( column('x').contains(text('y')), "x LIKE concat(concat('%%', y), '%%')", checkparams={}, dialect=mysql.dialect() ) def test_startswith(self): self.assert_compile( column('x').startswith('y'), "x LIKE :x_1 || '%%'", checkparams={'x_1': 'y'} ) def test_startswith_escape(self): self.assert_compile( column('x').startswith('y', escape='\\'), "x LIKE :x_1 || '%%' ESCAPE '\\'", checkparams={'x_1': 'y'} ) def test_not_startswith(self): self.assert_compile( ~column('x').startswith('y'), "x NOT LIKE :x_1 || '%%'", checkparams={'x_1': 'y'} ) def test_not_startswith_escape(self): self.assert_compile( ~column('x').startswith('y', escape='\\'), "x NOT LIKE :x_1 || '%%' ESCAPE '\\'", checkparams={'x_1': 'y'} ) def test_startswith_literal(self): self.assert_compile( column('x').startswith(literal_column('y')), "x LIKE y || '%%'", checkparams={} ) def test_startswith_text(self): self.assert_compile( column('x').startswith(text('y')), "x LIKE y || '%%'", checkparams={} ) def test_startswith_concat(self): self.assert_compile( column('x').startswith('y'), "x LIKE concat(%s, '%%')", checkparams={'x_1': 'y'}, dialect=mysql.dialect() ) def test_not_startswith_concat(self): self.assert_compile( ~column('x').startswith('y'), "x NOT LIKE concat(%s, '%%')", checkparams={'x_1': 'y'}, dialect=mysql.dialect() ) def test_startswith_firebird(self): self.assert_compile( column('x').startswith('y'), "x STARTING WITH :x_1", checkparams={'x_1': 'y'}, dialect=firebird.dialect() ) def test_not_startswith_firebird(self): self.assert_compile( ~column('x').startswith('y'), "x NOT STARTING WITH :x_1", checkparams={'x_1': 'y'}, dialect=firebird.dialect() ) def test_startswith_literal_mysql(self): self.assert_compile( column('x').startswith(literal_column('y')), "x LIKE concat(y, '%%')", checkparams={}, dialect=mysql.dialect() ) def test_startswith_text_mysql(self): self.assert_compile( column('x').startswith(text('y')), "x LIKE concat(y, '%%')", checkparams={}, dialect=mysql.dialect() ) def test_endswith(self): self.assert_compile( column('x').endswith('y'), "x LIKE '%%' || :x_1", checkparams={'x_1': 'y'} ) def test_endswith_escape(self): self.assert_compile( column('x').endswith('y', escape='\\'), "x LIKE '%%' || :x_1 ESCAPE '\\'", checkparams={'x_1': 'y'} ) def test_not_endswith(self): self.assert_compile( ~column('x').endswith('y'), "x NOT LIKE '%%' || :x_1", checkparams={'x_1': 'y'} ) def test_not_endswith_escape(self): self.assert_compile( ~column('x').endswith('y', escape='\\'), "x NOT LIKE '%%' || :x_1 ESCAPE '\\'", checkparams={'x_1': 'y'} ) def test_endswith_literal(self): self.assert_compile( column('x').endswith(literal_column('y')), "x LIKE '%%' || y", checkparams={} ) def test_endswith_text(self): self.assert_compile( column('x').endswith(text('y')), "x LIKE '%%' || y", checkparams={} ) def test_endswith_mysql(self): self.assert_compile( column('x').endswith('y'), "x LIKE concat('%%', %s)", checkparams={'x_1': 'y'}, dialect=mysql.dialect() ) def test_not_endswith_mysql(self): self.assert_compile( ~column('x').endswith('y'), "x NOT LIKE concat('%%', %s)", checkparams={'x_1': 'y'}, dialect=mysql.dialect() ) def test_endswith_literal_mysql(self): self.assert_compile( column('x').endswith(literal_column('y')), "x LIKE concat('%%', y)", checkparams={}, dialect=mysql.dialect() ) def test_endswith_text_mysql(self): self.assert_compile( column('x').endswith(text('y')), "x LIKE concat('%%', y)", checkparams={}, dialect=mysql.dialect() ) class CustomOpTest(fixtures.TestBase): def test_is_comparison(self): c = column('x') c2 = column('y') op1 = c.op('$', is_comparison=True)(c2).operator op2 = c.op('$', is_comparison=False)(c2).operator assert operators.is_comparison(op1) assert not operators.is_comparison(op2) class TupleTypingTest(fixtures.TestBase): def _assert_types(self, expr): eq_(expr.clauses[0].type._type_affinity, Integer) eq_(expr.clauses[1].type._type_affinity, String) eq_(expr.clauses[2].type._type_affinity, LargeBinary()._type_affinity) def test_type_coersion_on_eq(self): a, b, c = column('a', Integer), column('b', String), column('c', LargeBinary) t1 = tuple_(a, b, c) expr = t1 == (3, 'hi', 'there') self._assert_types(expr.right) def test_type_coersion_on_in(self): a, b, c = column('a', Integer), column('b', String), column('c', LargeBinary) t1 = tuple_(a, b, c) expr = t1.in_([(3, 'hi', 'there'), (4, 'Q', 'P')]) eq_(len(expr.right.clauses), 2) for elem in expr.right.clauses: self._assert_types(elem)
33.080557
87
0.554837
e9bb72be124d35aae00a25c31b24b4e3fbd848e2
18,835
py
Python
pandas/tests/io/parser/usecols.py
zhezherun/pandas
36c1104b7ad9761e020f7e8198eb60da4045d169
[ "BSD-3-Clause" ]
1
2018-11-11T22:18:13.000Z
2018-11-11T22:18:13.000Z
pandas/tests/io/parser/usecols.py
zhezherun/pandas
36c1104b7ad9761e020f7e8198eb60da4045d169
[ "BSD-3-Clause" ]
null
null
null
pandas/tests/io/parser/usecols.py
zhezherun/pandas
36c1104b7ad9761e020f7e8198eb60da4045d169
[ "BSD-3-Clause" ]
null
null
null
# -*- coding: utf-8 -*- """ Tests the usecols functionality during parsing for all of the parsers defined in parsers.py """ import numpy as np import pytest from pandas._libs.tslib import Timestamp from pandas.compat import StringIO from pandas import DataFrame, Index import pandas.util.testing as tm class UsecolsTests(object): msg_validate_usecols_arg = ("'usecols' must either be list-like of all " "strings, all unicode, all integers or a " "callable.") msg_validate_usecols_names = ("Usecols do not match columns, columns " "expected but not found: {0}") def test_raise_on_mixed_dtype_usecols(self): # See gh-12678 data = """a,b,c 1000,2000,3000 4000,5000,6000 """ usecols = [0, 'b', 2] with pytest.raises(ValueError, match=self.msg_validate_usecols_arg): self.read_csv(StringIO(data), usecols=usecols) def test_usecols(self): data = """\ a,b,c 1,2,3 4,5,6 7,8,9 10,11,12""" result = self.read_csv(StringIO(data), usecols=(1, 2)) result2 = self.read_csv(StringIO(data), usecols=('b', 'c')) exp = self.read_csv(StringIO(data)) assert len(result.columns) == 2 assert (result['b'] == exp['b']).all() assert (result['c'] == exp['c']).all() tm.assert_frame_equal(result, result2) result = self.read_csv(StringIO(data), usecols=[1, 2], header=0, names=['foo', 'bar']) expected = self.read_csv(StringIO(data), usecols=[1, 2]) expected.columns = ['foo', 'bar'] tm.assert_frame_equal(result, expected) data = """\ 1,2,3 4,5,6 7,8,9 10,11,12""" result = self.read_csv(StringIO(data), names=['b', 'c'], header=None, usecols=[1, 2]) expected = self.read_csv(StringIO(data), names=['a', 'b', 'c'], header=None) expected = expected[['b', 'c']] tm.assert_frame_equal(result, expected) result2 = self.read_csv(StringIO(data), names=['a', 'b', 'c'], header=None, usecols=['b', 'c']) tm.assert_frame_equal(result2, result) # see gh-5766 result = self.read_csv(StringIO(data), names=['a', 'b'], header=None, usecols=[0, 1]) expected = self.read_csv(StringIO(data), names=['a', 'b', 'c'], header=None) expected = expected[['a', 'b']] tm.assert_frame_equal(result, expected) # length conflict, passed names and usecols disagree pytest.raises(ValueError, self.read_csv, StringIO(data), names=['a', 'b'], usecols=[1], header=None) def test_usecols_single_string(self): # GH 20558 data = """foo, bar, baz 1000, 2000, 3000 4000, 5000, 6000 """ usecols = 'foo' with pytest.raises(ValueError, match=self.msg_validate_usecols_arg): self.read_csv(StringIO(data), usecols=usecols) def test_usecols_index_col_False(self): # see gh-9082 s = "a,b,c,d\n1,2,3,4\n5,6,7,8" s_malformed = "a,b,c,d\n1,2,3,4,\n5,6,7,8," cols = ['a', 'c', 'd'] expected = DataFrame({'a': [1, 5], 'c': [3, 7], 'd': [4, 8]}) df = self.read_csv(StringIO(s), usecols=cols, index_col=False) tm.assert_frame_equal(expected, df) df = self.read_csv(StringIO(s_malformed), usecols=cols, index_col=False) tm.assert_frame_equal(expected, df) def test_usecols_index_col_conflict(self): # see gh-4201: test that index_col as integer reflects usecols data = 'a,b,c,d\nA,a,1,one\nB,b,2,two' expected = DataFrame({'c': [1, 2]}, index=Index( ['a', 'b'], name='b')) df = self.read_csv(StringIO(data), usecols=['b', 'c'], index_col=0) tm.assert_frame_equal(expected, df) df = self.read_csv(StringIO(data), usecols=['b', 'c'], index_col='b') tm.assert_frame_equal(expected, df) df = self.read_csv(StringIO(data), usecols=[1, 2], index_col='b') tm.assert_frame_equal(expected, df) df = self.read_csv(StringIO(data), usecols=[1, 2], index_col=0) tm.assert_frame_equal(expected, df) expected = DataFrame( {'b': ['a', 'b'], 'c': [1, 2], 'd': ('one', 'two')}) expected = expected.set_index(['b', 'c']) df = self.read_csv(StringIO(data), usecols=['b', 'c', 'd'], index_col=['b', 'c']) tm.assert_frame_equal(expected, df) def test_usecols_implicit_index_col(self): # see gh-2654 data = 'a,b,c\n4,apple,bat,5.7\n8,orange,cow,10' result = self.read_csv(StringIO(data), usecols=['a', 'b']) expected = DataFrame({'a': ['apple', 'orange'], 'b': ['bat', 'cow']}, index=[4, 8]) tm.assert_frame_equal(result, expected) def test_usecols_regex_sep(self): # see gh-2733 data = 'a b c\n4 apple bat 5.7\n8 orange cow 10' df = self.read_csv(StringIO(data), sep=r'\s+', usecols=('a', 'b')) expected = DataFrame({'a': ['apple', 'orange'], 'b': ['bat', 'cow']}, index=[4, 8]) tm.assert_frame_equal(df, expected) def test_usecols_with_whitespace(self): data = 'a b c\n4 apple bat 5.7\n8 orange cow 10' result = self.read_csv(StringIO(data), delim_whitespace=True, usecols=('a', 'b')) expected = DataFrame({'a': ['apple', 'orange'], 'b': ['bat', 'cow']}, index=[4, 8]) tm.assert_frame_equal(result, expected) def test_usecols_with_integer_like_header(self): data = """2,0,1 1000,2000,3000 4000,5000,6000 """ usecols = [0, 1] # column selection by index expected = DataFrame(data=[[1000, 2000], [4000, 5000]], columns=['2', '0']) df = self.read_csv(StringIO(data), usecols=usecols) tm.assert_frame_equal(df, expected) usecols = ['0', '1'] # column selection by name expected = DataFrame(data=[[2000, 3000], [5000, 6000]], columns=['0', '1']) df = self.read_csv(StringIO(data), usecols=usecols) tm.assert_frame_equal(df, expected) def test_usecols_with_parse_dates(self): # See gh-9755 s = """a,b,c,d,e 0,1,20140101,0900,4 0,1,20140102,1000,4""" parse_dates = [[1, 2]] cols = { 'a': [0, 0], 'c_d': [ Timestamp('2014-01-01 09:00:00'), Timestamp('2014-01-02 10:00:00') ] } expected = DataFrame(cols, columns=['c_d', 'a']) df = self.read_csv(StringIO(s), usecols=[0, 2, 3], parse_dates=parse_dates) tm.assert_frame_equal(df, expected) df = self.read_csv(StringIO(s), usecols=[3, 0, 2], parse_dates=parse_dates) tm.assert_frame_equal(df, expected) # See gh-13604 s = """2008-02-07 09:40,1032.43 2008-02-07 09:50,1042.54 2008-02-07 10:00,1051.65 """ parse_dates = [0] names = ['date', 'values'] usecols = names[:] index = Index([Timestamp('2008-02-07 09:40'), Timestamp('2008-02-07 09:50'), Timestamp('2008-02-07 10:00')], name='date') cols = {'values': [1032.43, 1042.54, 1051.65]} expected = DataFrame(cols, index=index) df = self.read_csv(StringIO(s), parse_dates=parse_dates, index_col=0, usecols=usecols, header=None, names=names) tm.assert_frame_equal(df, expected) # See gh-14792 s = """a,b,c,d,e,f,g,h,i,j 2016/09/21,1,1,2,3,4,5,6,7,8""" parse_dates = [0] usecols = list('abcdefghij') cols = {'a': Timestamp('2016-09-21'), 'b': [1], 'c': [1], 'd': [2], 'e': [3], 'f': [4], 'g': [5], 'h': [6], 'i': [7], 'j': [8]} expected = DataFrame(cols, columns=usecols) df = self.read_csv(StringIO(s), usecols=usecols, parse_dates=parse_dates) tm.assert_frame_equal(df, expected) s = """a,b,c,d,e,f,g,h,i,j\n2016/09/21,1,1,2,3,4,5,6,7,8""" parse_dates = [[0, 1]] usecols = list('abcdefghij') cols = {'a_b': '2016/09/21 1', 'c': [1], 'd': [2], 'e': [3], 'f': [4], 'g': [5], 'h': [6], 'i': [7], 'j': [8]} expected = DataFrame(cols, columns=['a_b'] + list('cdefghij')) df = self.read_csv(StringIO(s), usecols=usecols, parse_dates=parse_dates) tm.assert_frame_equal(df, expected) def test_usecols_with_parse_dates_and_full_names(self): # See gh-9755 s = """0,1,20140101,0900,4 0,1,20140102,1000,4""" parse_dates = [[1, 2]] names = list('abcde') cols = { 'a': [0, 0], 'c_d': [ Timestamp('2014-01-01 09:00:00'), Timestamp('2014-01-02 10:00:00') ] } expected = DataFrame(cols, columns=['c_d', 'a']) df = self.read_csv(StringIO(s), names=names, usecols=[0, 2, 3], parse_dates=parse_dates) tm.assert_frame_equal(df, expected) df = self.read_csv(StringIO(s), names=names, usecols=[3, 0, 2], parse_dates=parse_dates) tm.assert_frame_equal(df, expected) def test_usecols_with_parse_dates_and_usecol_names(self): # See gh-9755 s = """0,1,20140101,0900,4 0,1,20140102,1000,4""" parse_dates = [[1, 2]] names = list('acd') cols = { 'a': [0, 0], 'c_d': [ Timestamp('2014-01-01 09:00:00'), Timestamp('2014-01-02 10:00:00') ] } expected = DataFrame(cols, columns=['c_d', 'a']) df = self.read_csv(StringIO(s), names=names, usecols=[0, 2, 3], parse_dates=parse_dates) tm.assert_frame_equal(df, expected) df = self.read_csv(StringIO(s), names=names, usecols=[3, 0, 2], parse_dates=parse_dates) tm.assert_frame_equal(df, expected) def test_usecols_with_unicode_strings(self): # see gh-13219 s = '''AAA,BBB,CCC,DDD 0.056674973,8,True,a 2.613230982,2,False,b 3.568935038,7,False,a ''' data = { 'AAA': { 0: 0.056674972999999997, 1: 2.6132309819999997, 2: 3.5689350380000002 }, 'BBB': {0: 8, 1: 2, 2: 7} } expected = DataFrame(data) df = self.read_csv(StringIO(s), usecols=[u'AAA', u'BBB']) tm.assert_frame_equal(df, expected) def test_usecols_with_single_byte_unicode_strings(self): # see gh-13219 s = '''A,B,C,D 0.056674973,8,True,a 2.613230982,2,False,b 3.568935038,7,False,a ''' data = { 'A': { 0: 0.056674972999999997, 1: 2.6132309819999997, 2: 3.5689350380000002 }, 'B': {0: 8, 1: 2, 2: 7} } expected = DataFrame(data) df = self.read_csv(StringIO(s), usecols=[u'A', u'B']) tm.assert_frame_equal(df, expected) def test_usecols_with_mixed_encoding_strings(self): s = '''AAA,BBB,CCC,DDD 0.056674973,8,True,a 2.613230982,2,False,b 3.568935038,7,False,a ''' with pytest.raises(ValueError, match=self.msg_validate_usecols_arg): self.read_csv(StringIO(s), usecols=[u'AAA', b'BBB']) with pytest.raises(ValueError, match=self.msg_validate_usecols_arg): self.read_csv(StringIO(s), usecols=[b'AAA', u'BBB']) def test_usecols_with_multibyte_characters(self): s = '''あああ,いい,ううう,ええええ 0.056674973,8,True,a 2.613230982,2,False,b 3.568935038,7,False,a ''' data = { 'あああ': { 0: 0.056674972999999997, 1: 2.6132309819999997, 2: 3.5689350380000002 }, 'いい': {0: 8, 1: 2, 2: 7} } expected = DataFrame(data) df = self.read_csv(StringIO(s), usecols=['あああ', 'いい']) tm.assert_frame_equal(df, expected) def test_usecols_with_multibyte_unicode_characters(self): pytest.skip('TODO: see gh-13253') s = '''あああ,いい,ううう,ええええ 0.056674973,8,True,a 2.613230982,2,False,b 3.568935038,7,False,a ''' data = { 'あああ': { 0: 0.056674972999999997, 1: 2.6132309819999997, 2: 3.5689350380000002 }, 'いい': {0: 8, 1: 2, 2: 7} } expected = DataFrame(data) df = self.read_csv(StringIO(s), usecols=[u'あああ', u'いい']) tm.assert_frame_equal(df, expected) def test_empty_usecols(self): # should not raise data = 'a,b,c\n1,2,3\n4,5,6' expected = DataFrame() result = self.read_csv(StringIO(data), usecols=set()) tm.assert_frame_equal(result, expected) def test_np_array_usecols(self): # See gh-12546 data = 'a,b,c\n1,2,3' usecols = np.array(['a', 'b']) expected = DataFrame([[1, 2]], columns=usecols) result = self.read_csv(StringIO(data), usecols=usecols) tm.assert_frame_equal(result, expected) def test_callable_usecols(self): # See gh-14154 s = '''AaA,bBb,CCC,ddd 0.056674973,8,True,a 2.613230982,2,False,b 3.568935038,7,False,a ''' data = { 'AaA': { 0: 0.056674972999999997, 1: 2.6132309819999997, 2: 3.5689350380000002 }, 'bBb': {0: 8, 1: 2, 2: 7}, 'ddd': {0: 'a', 1: 'b', 2: 'a'} } expected = DataFrame(data) df = self.read_csv(StringIO(s), usecols=lambda x: x.upper() in ['AAA', 'BBB', 'DDD']) tm.assert_frame_equal(df, expected) # Check that a callable returning only False returns # an empty DataFrame expected = DataFrame() df = self.read_csv(StringIO(s), usecols=lambda x: False) tm.assert_frame_equal(df, expected) def test_incomplete_first_row(self): # see gh-6710 data = '1,2\n1,2,3' names = ['a', 'b', 'c'] expected = DataFrame({'a': [1, 1], 'c': [np.nan, 3]}) usecols = ['a', 'c'] df = self.read_csv(StringIO(data), names=names, usecols=usecols) tm.assert_frame_equal(df, expected) usecols = lambda x: x in ['a', 'c'] df = self.read_csv(StringIO(data), names=names, usecols=usecols) tm.assert_frame_equal(df, expected) def test_uneven_length_cols(self): # see gh-8985 usecols = [0, 1, 2] data = '19,29,39\n' * 2 + '10,20,30,40' expected = DataFrame([[19, 29, 39], [19, 29, 39], [10, 20, 30]]) df = self.read_csv(StringIO(data), header=None, usecols=usecols) tm.assert_frame_equal(df, expected) # see gh-9549 usecols = ['A', 'B', 'C'] data = ('A,B,C\n1,2,3\n3,4,5\n1,2,4,5,1,6\n' '1,2,3,,,1,\n1,2,3\n5,6,7') expected = DataFrame({'A': [1, 3, 1, 1, 1, 5], 'B': [2, 4, 2, 2, 2, 6], 'C': [3, 5, 4, 3, 3, 7]}) df = self.read_csv(StringIO(data), usecols=usecols) tm.assert_frame_equal(df, expected) def test_raise_on_usecols_names_mismatch(self): # GH 14671 data = 'a,b,c,d\n1,2,3,4\n5,6,7,8' usecols = ['a', 'b', 'c', 'd'] df = self.read_csv(StringIO(data), usecols=usecols) expected = DataFrame({'a': [1, 5], 'b': [2, 6], 'c': [3, 7], 'd': [4, 8]}) tm.assert_frame_equal(df, expected) usecols = ['a', 'b', 'c', 'f'] msg = self.msg_validate_usecols_names.format(r"\['f'\]") with pytest.raises(ValueError, match=msg): self.read_csv(StringIO(data), usecols=usecols) usecols = ['a', 'b', 'f'] msg = self.msg_validate_usecols_names.format(r"\['f'\]") with pytest.raises(ValueError, match=msg): self.read_csv(StringIO(data), usecols=usecols) usecols = ['a', 'b', 'f', 'g'] msg = self.msg_validate_usecols_names.format( r"\[('f', 'g'|'g', 'f')\]") with pytest.raises(ValueError, match=msg): self.read_csv(StringIO(data), usecols=usecols) names = ['A', 'B', 'C', 'D'] df = self.read_csv(StringIO(data), header=0, names=names) expected = DataFrame({'A': [1, 5], 'B': [2, 6], 'C': [3, 7], 'D': [4, 8]}) tm.assert_frame_equal(df, expected) # TODO: https://github.com/pandas-dev/pandas/issues/16469 # usecols = ['A','C'] # df = self.read_csv(StringIO(data), header=0, names=names, # usecols=usecols) # expected = DataFrame({'A': [1,5], 'C': [3,7]}) # tm.assert_frame_equal(df, expected) # # usecols = [0,2] # df = self.read_csv(StringIO(data), header=0, names=names, # usecols=usecols) # expected = DataFrame({'A': [1,5], 'C': [3,7]}) # tm.assert_frame_equal(df, expected) usecols = ['A', 'B', 'C', 'f'] msg = self.msg_validate_usecols_names.format(r"\['f'\]") with pytest.raises(ValueError, match=msg): self.read_csv(StringIO(data), header=0, names=names, usecols=usecols) usecols = ['A', 'B', 'f'] msg = self.msg_validate_usecols_names.format(r"\['f'\]") with pytest.raises(ValueError, match=msg): self.read_csv(StringIO(data), names=names, usecols=usecols)
34.183303
77
0.506132
63e24a66481f1bcafce2ed9ca938771762e79d3d
2,526
py
Python
backend/pyrogram/raw/functions/messages/report.py
appheap/social-media-analyzer
0f9da098bfb0b4f9eb38e0244aa3a168cf97d51c
[ "Apache-2.0" ]
5
2021-09-11T22:01:15.000Z
2022-03-16T21:33:42.000Z
backend/pyrogram/raw/functions/messages/report.py
iamatlasss/social-media-analyzer
429d1d2bbd8bfce80c50c5f8edda58f87ace668d
[ "Apache-2.0" ]
null
null
null
backend/pyrogram/raw/functions/messages/report.py
iamatlasss/social-media-analyzer
429d1d2bbd8bfce80c50c5f8edda58f87ace668d
[ "Apache-2.0" ]
3
2022-01-18T11:06:22.000Z
2022-02-26T13:39:28.000Z
# Pyrogram - Telegram MTProto API Client Library for Python # Copyright (C) 2017-2021 Dan <https://github.com/delivrance> # # This file is part of Pyrogram. # # Pyrogram is free software: you can redistribute it and/or modify # it under the terms of the GNU Lesser General Public License as published # by the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # Pyrogram is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public License # along with Pyrogram. If not, see <http://www.gnu.org/licenses/>. from io import BytesIO from pyrogram.raw.core.primitives import Int, Long, Int128, Int256, Bool, Bytes, String, Double, Vector from pyrogram.raw.core import TLObject from pyrogram import raw from typing import List, Union, Any # # # # # # # # # # # # # # # # # # # # # # # # # !!! WARNING !!! # # This is a generated file! # # All changes made in this file will be lost! # # # # # # # # # # # # # # # # # # # # # # # # # class Report(TLObject): # type: ignore """Telegram API method. Details: - Layer: ``123`` - ID: ``0xbd82b658`` Parameters: peer: :obj:`InputPeer <pyrogram.raw.base.InputPeer>` id: List of ``int`` ``32-bit`` reason: :obj:`ReportReason <pyrogram.raw.base.ReportReason>` Returns: ``bool`` """ __slots__: List[str] = ["peer", "id", "reason"] ID = 0xbd82b658 QUALNAME = "functions.messages.Report" def __init__(self, *, peer: "raw.base.InputPeer", id: List[int], reason: "raw.base.ReportReason") -> None: self.peer = peer # InputPeer self.id = id # Vector<int> self.reason = reason # ReportReason @staticmethod def read(data: BytesIO, *args: Any) -> "Report": # No flags peer = TLObject.read(data) id = TLObject.read(data, Int) reason = TLObject.read(data) return Report(peer=peer, id=id, reason=reason) def write(self) -> bytes: data = BytesIO() data.write(Int(self.ID, False)) # No flags data.write(self.peer.write()) data.write(Vector(self.id, Int)) data.write(self.reason.write()) return data.getvalue()
30.071429
110
0.616785
47811ed06b994d1d89f740b39ba5d834f0914fd7
3,582
py
Python
live_object_detection.py
mepotts/Pill-Siamese-Network
4f2a40b805cae13ea41101060d5c06b8f0031ff5
[ "MIT" ]
1
2020-04-30T08:21:07.000Z
2020-04-30T08:21:07.000Z
live_object_detection.py
mepotts/Pill-Siamese-Network
4f2a40b805cae13ea41101060d5c06b8f0031ff5
[ "MIT" ]
null
null
null
live_object_detection.py
mepotts/Pill-Siamese-Network
4f2a40b805cae13ea41101060d5c06b8f0031ff5
[ "MIT" ]
null
null
null
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Sun Apr 7 22:43:38 2019 @author: katepotts """ import numpy as np import os import six.moves.urllib as urllib import sys import tarfile import tensorflow as tf import zipfile from collections import defaultdict from io import StringIO from matplotlib import pyplot as plt from PIL import Image import cv2 cap = cv2.VideoCapture(0) sys.path.append("/Users/katepotts/anaconda3/lib/python3.7/site-packages/tensorflow/models/research/object_detection") from utils import label_map_util from utils import visualization_utils as vis_util #MODEL_NAME = 'ssd_mobilenet_v1_coco_11_06_2017' #MODEL_FILE = MODEL_NAME + '.tar.gz' #DOWNLOAD_BASE = 'http://download.tensorflow.org/models/object_detection/' # Path to frozen detection graph. This is the actual model that is used for the object detection. PATH_TO_CKPT = "/Users/katepotts/dataset/final_model/frozen_inference_graph.pb" # List of the strings that is used to add correct label for each box. PATH_TO_LABELS = "/Users/katepotts/dataset/data/mscoco_label_map.pbtxt" NUM_CLASSES = 1 #opener = urllib.request.URLopener() #opener.retrieve(DOWNLOAD_BASE + MODEL_FILE, MODEL_FILE) #tar_file = tarfile.open(MODEL_FILE) #for file in tar_file.getmembers(): # file_name = os.path.basename(file.name) # if 'frozen_inference_graph.pb' in file_name: # tar_file.extract(file, os.getcwd()) detection_graph = tf.Graph() with detection_graph.as_default(): od_graph_def = tf.GraphDef() with tf.gfile.GFile(PATH_TO_CKPT, 'rb') as fid: serialized_graph = fid.read() od_graph_def.ParseFromString(serialized_graph) tf.import_graph_def(od_graph_def, name='') label_map = label_map_util.load_labelmap(PATH_TO_LABELS) categories = label_map_util.convert_label_map_to_categories(label_map, max_num_classes=NUM_CLASSES, use_display_name=True) category_index = label_map_util.create_category_index(categories) with detection_graph.as_default(): with tf.Session(graph=detection_graph) as sess: while True: ret, image_np = cap.read() # Expand dimensions since the model expects images to have shape: [1, None, None, 3] image_np_expanded = np.expand_dims(image_np, axis=0) image_tensor = detection_graph.get_tensor_by_name('image_tensor:0') # Each box represents a part of the image where a particular object was detected. boxes = detection_graph.get_tensor_by_name('detection_boxes:0') # Each score represent how level of confidence for each of the objects. # Score is shown on the result image, together with the class label. scores = detection_graph.get_tensor_by_name('detection_scores:0') classes = detection_graph.get_tensor_by_name('detection_classes:0') num_detections = detection_graph.get_tensor_by_name('num_detections:0') # Actual detection. (boxes, scores, classes, num_detections) = sess.run( [boxes, scores, classes, num_detections], feed_dict={image_tensor: image_np_expanded}) # Visualization of the results of a detection. vis_util.visualize_boxes_and_labels_on_image_array( image_np, np.squeeze(boxes), np.squeeze(classes).astype(np.int32), np.squeeze(scores), category_index, use_normalized_coordinates=True, line_thickness=8) cv2.imshow('object detection', cv2.resize(image_np, (800,600))) if cv2.waitKey(25) & 0xFF == ord('q'): cv2.destroyAllWindows() break
37.3125
122
0.730597
4dae3bf1f2676275158c2f7709ddd9d7f841a107
3,618
py
Python
examples/SQLtoDataFrame.py
gkuling/BIRADS_BERT
f218d05283df90e536b210efbb4fab1d6dff082d
[ "MIT" ]
1
2021-11-08T15:14:26.000Z
2021-11-08T15:14:26.000Z
examples/SQLtoDataFrame.py
gkuling/BIRADS_BERT
f218d05283df90e536b210efbb4fab1d6dff082d
[ "MIT" ]
null
null
null
examples/SQLtoDataFrame.py
gkuling/BIRADS_BERT
f218d05283df90e536b210efbb4fab1d6dff082d
[ "MIT" ]
1
2022-03-11T15:59:58.000Z
2022-03-11T15:59:58.000Z
''' Copyright (c) 2020, Martel Lab, Sunnybrook Research Institute Description: This code will convert an SQL .csv file that has reports seperated into indidual text lines into a .csv of individual reports. Input: saved .csv file of sql database needed to be converted. Output: a .csv file of the input file with Lines collected into organized reports. ''' import argparse import pandas as pd import sys from tqdm import tqdm import numpy as np parser = argparse.ArgumentParser() parser.add_argument("--input_sql", type=str, help="File location of SQL data.") parser.add_argument("--save_name", type=str, help="File location you wish to csv file.") parser.add_argument("--session_col", type=str, default="AccNum", help="Label for the column that holds information on exam " "session number ") parser.add_argument("--report_col", type=str, default="ReportTxt", help="Label for the column that contains report text.") opt = parser.parse_args() print('-'*80) print(opt) print('-'*80) def eliminate_sequence_number(sql_data, accession_label='AccNum', textlabel='ReportTxt'): """ This function takes a csv input that has a SequenceNumber column that give the sequence information of report text. This will then append all string data in the proper sequence to merge multiple lines of the same session into one row of information in a dataframe. :param sql_data: csv file containing sql output where the report data is split into lines characterizeed by the sequence number. Requires a SequenceNumber column and an ExamDate column. :param accession_label: str, name of the column that contains session number :param textlabel: str, name of the column that contains report text :return: Dataframe of all rows of sql_data file compressed into sessions """ sql_data = sql_data[[textlabel, accession_label, 'SequenceNumber', 'ExamDate']].replace(np.nan, '', regex=True).astype({textlabel: str}) acc_nums = list(set(sql_data[accession_label])) output_data = [] acc_nums_iterator = tqdm(acc_nums, desc="SQLtoDataframe Progress: ", position=0, leave=True) for num in acc_nums_iterator: temp = sql_data.loc[sql_data[accession_label] == num] temp = temp.drop_duplicates() temp = temp.sort_values(['SequenceNumber']) save_value = list(temp.values[0]) col_oi = list(temp.columns).index(textlabel) for row in temp.itertuples(): if row.SequenceNumber == 0: continue else: if row[col_oi+1] == '(null)': save_value[col_oi] += '\n' else: save_value[col_oi] += '\n' + row[col_oi+1] output_data.append(save_value) sys.stdout.write( '\rFinished analyzing ' + str(len(output_data)/len(acc_nums)) ) sys.stdout.flush() op_cols = list(sql_data.columns) rt_df = pd.DataFrame(output_data, columns=op_cols) rt_df = rt_df.drop('SequenceNumber', 'columns') return rt_df sql_reports = pd.read_csv(opt.input_sql) reports_processed = eliminate_sequence_number(sql_reports, accession_label=opt.session_col, textlabel=opt.report_col) reports_processed.to_csv(opt.save_name) print('End of SQLtoDataframe Script')
40.2
94
0.638198
4cbfecfac8980b672abfd3d0a66a3ac771284cc1
696
py
Python
bot/player_commands/invite.py
XIIIsiren/CommunityAPI
e665638d2800b71b3d32d49c6897901f4c49a9c5
[ "Apache-2.0" ]
null
null
null
bot/player_commands/invite.py
XIIIsiren/CommunityAPI
e665638d2800b71b3d32d49c6897901f4c49a9c5
[ "Apache-2.0" ]
null
null
null
bot/player_commands/invite.py
XIIIsiren/CommunityAPI
e665638d2800b71b3d32d49c6897901f4c49a9c5
[ "Apache-2.0" ]
null
null
null
import discord from discord.ext import commands class invite_cog(commands.Cog): def __init__(self, bot): self.client = bot @commands.command() async def invite(self, ctx): embed = discord.Embed(title=f"Want to invite this bot to your server?", description=f"Go to [this link](https://discord.com/api/oauth2/authorize?client_id=854722092037701643&permissions=2147601408&scope=bot) and enjoy all the awesome features. Default prefix is `.` but can be changed with `.set_prefix`.", colour=0x3498DB) embed.set_footer(text=f"Command executed by {ctx.author.display_name} | Community Bot. By the community, for the community.") await ctx.send(embed=embed)
53.538462
331
0.731322
73cd87883e38fcef3c866601e963a7b16cf1ef94
2,031
py
Python
src/pretrained_word2vec/pretrained_word2vec.py
leeesangwon/CNN_sentence.pytorch
512a1fe1de359f01557b6441a0571d7d98335716
[ "MIT" ]
null
null
null
src/pretrained_word2vec/pretrained_word2vec.py
leeesangwon/CNN_sentence.pytorch
512a1fe1de359f01557b6441a0571d7d98335716
[ "MIT" ]
null
null
null
src/pretrained_word2vec/pretrained_word2vec.py
leeesangwon/CNN_sentence.pytorch
512a1fe1de359f01557b6441a0571d7d98335716
[ "MIT" ]
null
null
null
import numpy as np import torch def load_bin_word2vec(fname, vocab): """Loads (300,) np.array from Google (Mikolov) word2vec""" vocab = set(vocab) word_vecs = {} with open(fname, 'rb') as f: header = f.readline() vocab_size, word_vec_size = map(int, header.split()) binary_len = np.dtype('float32').itemsize * word_vec_size for line in range(vocab_size): word = [] while True: ch = f.read(1).decode('latin1') if ch == ' ': word = ''.join(word) break if ch != '\n': word.append(ch) if word in vocab: word_vecs[word] = np.frombuffer(f.read(binary_len), dtype='float32') else: f.read(binary_len) return word_vecs, word_vec_size class PretrainedWord2Vec(object): """ Parameters: vocab: w2v_file: path to `GoogleNews-vectors-negative300.bin` """ def __init__(self, vocab, w2v_file): vocab = sorted(list(vocab)) word2vec_dict, self.word_vec_size = load_bin_word2vec(w2v_file, vocab) self.word2index = {} self.num_oov = 0 embeddings = [] for i, word in enumerate(vocab): self.word2index[word] = i try: vec = word2vec_dict[word] except KeyError: vec = self._unknown_word_embeddings() self.num_oov += 1 embeddings.append(vec) embeddings = np.array(embeddings) self.embeddings = torch.from_numpy(embeddings) def _unknown_word_embeddings(self): """ For OOV words, embedding vectors are initialized from `U[-a, a]` where `a` was chosen such that the random vectors have the same variance as the pre-trained ones. """ return np.random.uniform(-0.25, 0.25, self.word_vec_size).astype('float32') def __len__(self): return len(self.word2index)
32.238095
84
0.558346
3415c1d6d4919cd33bc13b01948f35e3b5af0a55
1,001
py
Python
Tree/delete-nodes-and-return-forest.py
PK-100/Competitive_Programming
d0863feaaa99462b2999e85dcf115f7a6c08bb8d
[ "MIT" ]
70
2018-06-25T21:20:15.000Z
2022-03-24T03:55:17.000Z
Tree/delete-nodes-and-return-forest.py
An3sha/Competitive_Programming
ee7eadf51939a360d0b004d787ebabda583e92f0
[ "MIT" ]
4
2018-09-04T13:12:20.000Z
2021-06-20T08:29:12.000Z
Tree/delete-nodes-and-return-forest.py
An3sha/Competitive_Programming
ee7eadf51939a360d0b004d787ebabda583e92f0
[ "MIT" ]
24
2018-12-26T05:15:32.000Z
2022-01-23T23:04:54.000Z
# Definition for a binary tree node. # class TreeNode: # def __init__(self, val=0, left=None, right=None): # self.val = val # self.left = left # self.right = right # Author: @amitrajitbose class Solution: def delNodes(self, root: TreeNode, to_delete: List[int]) -> List[TreeNode]: to_delete = set(to_delete) resultset = set([root]) queue = [root] while queue: node = queue.pop(0) if node: queue.extend([node.left, node.right]) # copy of references if node.val in to_delete: if node in resultset: resultset.remove(node) if node.left: resultset.add(node.left) if node.right: resultset.add(node.right) else: if node.left and node.left.val in to_delete: node.left = None if node.right and node.right.val in to_delete: node.right = None return list(resultset)
37.074074
84
0.556444
1f93a94efbf19f7923aeeb55e206ea31586b054c
2,671
py
Python
services/web/project/auth/models.py
petervuyk456/persona_finance
5c4c1bea0e176f37cc122571b846de1f020bdd92
[ "MIT" ]
null
null
null
services/web/project/auth/models.py
petervuyk456/persona_finance
5c4c1bea0e176f37cc122571b846de1f020bdd92
[ "MIT" ]
null
null
null
services/web/project/auth/models.py
petervuyk456/persona_finance
5c4c1bea0e176f37cc122571b846de1f020bdd92
[ "MIT" ]
null
null
null
import datetime from flask_login import UserMixin from project import db, logger from project.constants import ROLES from project.auth import bcrypt, AnonymousUserMixin from project.utils import _not_empty from project.constants import ROLES from project.tracker.models import Account, CashFlow from project.utils import _not_empty class User(UserMixin, db.Document): meta = {'collection': 'user'} username = db.StringField(max_length=64, unique=True, validation=_not_empty, required=True) role = db.StringField(max_length=64, validation=_not_empty, default=ROLES[0], choices=ROLES, required=True) # Auth password = db.StringField(max_length=255, required=True) # Friends active_share = db.ListField(db.ReferenceField('self')) active_peek = db.ListField(db.ReferenceField('self')) temp_user = db.ListField(db.ReferenceField('self')) # PersonalFi Tracker worth = db.ListField(db.EmbeddedDocumentField(Account)) cash_flows = db.ListField(db.EmbeddedDocumentField(CashFlow)) # Meta Data last_login = db.DateTimeField() created_date = db.DateTimeField(default=datetime.datetime.utcnow) meta = {} def __init__(self, username, role=ROLES[0], *args, **kwargs): super(db.Document, self).__init__(*args, **kwargs) self.username = username if role in ROLES: self.role = role def __repr__(self): return '<User {}>'.format(self.username) @staticmethod def is_active(self): return True def is_authenticated(self): if isinstance(self, AnonymousUserMixin): return False else: return True def is_anonymous(self): return not self.is_authenticated() def get_id(self): return self.username def has_role(self, name): if self.role == name: return True return False def set_password(self, password): if not isinstance(password, str): if isinstance(password, list): password = password[0] password = str(password) self.password = bcrypt.generate_password_hash(password).decode('utf-8') def check_password(self, password): if isinstance(password, list) and password: password = password[0] if not self.password or not password: return False else: return bcrypt.check_password_hash(self.password.encode('utf-8'), password)
30.011236
86
0.621864
0ddfbc05f517573fe384e2028ed4c99bdd80276e
2,663
py
Python
magenta/models/polyphony_rnn/polyphony_encoder_decoder.py
cristianmtr/magenta
ac2d8ae455fdd07f4b46dec82aedab22fcb6bbbd
[ "Apache-2.0" ]
1
2019-01-24T07:22:48.000Z
2019-01-24T07:22:48.000Z
magenta/models/polyphony_rnn/polyphony_encoder_decoder.py
dkun7944/magenta
8f930263b7cfd67f27eb12cd871b4e5fa87d382e
[ "Apache-2.0" ]
null
null
null
magenta/models/polyphony_rnn/polyphony_encoder_decoder.py
dkun7944/magenta
8f930263b7cfd67f27eb12cd871b4e5fa87d382e
[ "Apache-2.0" ]
1
2019-11-26T06:30:52.000Z
2019-11-26T06:30:52.000Z
# Copyright 2018 The Magenta Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Classes for converting between polyphonic input and model input/output.""" from __future__ import division from magenta.models.polyphony_rnn import polyphony_lib from magenta.models.polyphony_rnn.polyphony_lib import PolyphonicEvent from magenta.music import encoder_decoder EVENT_CLASSES_WITHOUT_PITCH = [ PolyphonicEvent.START, PolyphonicEvent.END, PolyphonicEvent.STEP_END, ] EVENT_CLASSES_WITH_PITCH = [ PolyphonicEvent.NEW_NOTE, PolyphonicEvent.CONTINUED_NOTE, ] PITCH_CLASSES = polyphony_lib.MAX_MIDI_PITCH + 1 class PolyphonyOneHotEncoding(encoder_decoder.OneHotEncoding): """One-hot encoding for polyphonic events.""" @property def num_classes(self): return len(EVENT_CLASSES_WITHOUT_PITCH) + ( len(EVENT_CLASSES_WITH_PITCH) * PITCH_CLASSES) @property def default_event(self): return PolyphonicEvent( event_type=PolyphonicEvent.STEP_END, pitch=0) def encode_event(self, event): if event.event_type in EVENT_CLASSES_WITHOUT_PITCH: return EVENT_CLASSES_WITHOUT_PITCH.index(event.event_type) elif event.event_type in EVENT_CLASSES_WITH_PITCH: return len(EVENT_CLASSES_WITHOUT_PITCH) + ( EVENT_CLASSES_WITH_PITCH.index(event.event_type) * PITCH_CLASSES + event.pitch) else: raise ValueError('Unknown event type: %s' % event.event_type) def decode_event(self, index): if index < len(EVENT_CLASSES_WITHOUT_PITCH): return PolyphonicEvent( event_type=EVENT_CLASSES_WITHOUT_PITCH[index], pitch=0) pitched_index = index - len(EVENT_CLASSES_WITHOUT_PITCH) if pitched_index < len(EVENT_CLASSES_WITH_PITCH) * PITCH_CLASSES: event_type = len(EVENT_CLASSES_WITHOUT_PITCH) + ( pitched_index // PITCH_CLASSES) pitch = pitched_index % PITCH_CLASSES return PolyphonicEvent( event_type=event_type, pitch=pitch) raise ValueError('Unknown event index: %s' % index) def event_to_num_steps(self, event): if event.event_type == PolyphonicEvent.STEP_END: return 1 else: return 0
33.2875
77
0.750657
0e33ee15cfff7fcf69112d68b515072149e2d5cb
5,131
py
Python
tpDcc/dccs/maya/core/viewport.py
tpoveda/tpMayaLib
fe570a2aef496c651f302ea2743c84fa4308c3d7
[ "MIT" ]
3
2021-04-30T03:47:39.000Z
2021-06-22T09:15:33.000Z
tpDcc/dccs/maya/core/viewport.py
tpoveda/tpMayaLib
fe570a2aef496c651f302ea2743c84fa4308c3d7
[ "MIT" ]
null
null
null
tpDcc/dccs/maya/core/viewport.py
tpoveda/tpMayaLib
fe570a2aef496c651f302ea2743c84fa4308c3d7
[ "MIT" ]
null
null
null
#! /usr/bin/env python # -*- coding: utf-8 -*- """ This module defines class for Maya viewport widgets """ from __future__ import print_function, division, absolute_import import os import logging import tempfile from Qt.QtWidgets import QWidget, QVBoxLayout import maya.cmds from tpDcc.dccs.maya.core import gui LOGGER = logging.getLogger('tpDcc-dccs-maya') class MayaViewport(QWidget): def __init__(self, name='maya_viewport', label='Default Viewport', parent=None): super(MayaViewport, self).__init__(parent=parent) self._temp_file = tempfile.NamedTemporaryFile(mode='wb', suffix='.png', delete=False) self.main_layout = QVBoxLayout() self.main_layout.setContentsMargins(0, 0, 0, 0) self.main_layout.setSpacing(0) self.main_layout.setObjectName('viewport_main_layout') self.setLayout(self.main_layout) self.name = name self.label = label maya.cmds.setParent('|') pane_layout_name = maya.cmds.paneLayout(self.name) self.pane_layout = gui.to_qt_object(pane_layout_name) self.camera_name = maya.cmds.camera()[0] maya.cmds.hide(self.camera_name) self.model_panel_name = maya.cmds.modelPanel(label=self.label, camera=self.camera_name, menuBarVisible=False) maya.mel.eval( 'modelPanelBarDecorationsCallback(' '"GridBtn","' + self.model_panel_name + '", "' + self.model_panel_name + '|modelEditorIconBar");') self.model_panel = gui.to_qt_object(self.model_panel_name) self.main_layout.addWidget(self.pane_layout) self._original_line_width = maya.cmds.modelEditor(self.model_panel_name, query=True, lineWidth=True) maya.cmds.modelEditor(self.model_panel_name, edit=True, displayAppearance='smoothShaded', lw=2) maya.cmds.viewFit(self.camera_name, all=False) self.collapse_menu_bar(True) def update_viewport(self): """ Implements abstract update_viewport method In Maya viewport, the update is managed automatically by Maya """ super(MayaViewport, self).update_viewport() def clean(self): """ Implements abstract clean method """ super(MayaViewport, self).clean() if maya.cmds.objExists(self.camera_name): maya.cmds.delete(self.camera_name) maya.cmds.modelEditor( self.model_panel_name, edit=True, displayAppearance='smoothShaded', lw=self._original_line_width) # Un-parent model panel before deleting the widget. Doing this will avoid show an error on the Maya # console indicating that the model panel can't update maya.cmds.modelPanel(self.model_panel_name, edit=True, unParent=True) maya.cmds.deleteUI(self.model_panel_name, panel=True) def create_snapshot(self, filename=None, size=None, **kwargs): """ Implements create_snapshot abstract function :param filename: str, Path where the snapshot will be stored :param size: tuple<int, int>, tuple defining size and width of the image. If None, the complete width and height of the viewport will be used :param focus; bool, True if you want to focus to the model panel before taking the snapshot :return: str, Path where the snapshot has been stored or None if some error happens during snapshot """ if filename is None: filename = self._temp_file.file.name focus = kwargs.get('focus', False) if focus: maya.cmds.setFocus(self.model_panel_name) # Create playblast of the viewport try: if size: f = maya.cmds.playblast( wh=(size[0], size[1]), fp=0, frame=maya.cmds.currentTime(query=True), format='image', compression='png', forceOverwrite=True, viewer=False) else: f = maya.cmds.playblast( fp=0, frame=maya.cmds.currentTime(query=True), format='image', compression='png', forceOverwrite=True, viewer=False) except Exception as e: LOGGER.error(str(e)) return None f = os.path.abspath(f.replace('####', '0')) try: os.rename(f, filename + '.png') except Exception as e: LOGGER.error(str(e)) return None return os.path.abspath(filename) def collapse_menu_bar(self, value): """ Sets the collapsed state for the menu bar of the Maya viewport :param value: bool, True if you want to collapse the menu bar or False otherwise """ bar_layout = self._get_bar_layout() if maya.cmds.frameLayout(bar_layout, query=True, exists=True): maya.cmds.frameLayout(bar_layout, edit=True, collapse=value) def _get_bar_layout(self): """ Returns the bar layout associated to the Maya viewport :return: unicode, bar layout name """ bar_layout = maya.cmds.modelPanel(self.model_panel_name, query=True, barLayout=True) return bar_layout
36.390071
117
0.650555