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def numero_no_indice (lista): l=[] i=0 posicao=0 while i < len(lista): if i[lista]==posicao: i+=1 posicao+=1 x.append(i) return l
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import sys read = sys.stdin.read readline = sys.stdin.readline readlines = sys.stdin.readlines sys.setrecursionlimit(10 ** 9) INF = 1 << 60 MOD = 1000000007 def main(): a, b = map(int, readline().split()) ans = 0 for i in range(1, 13): if i < a: ans += 1 elif i == a and i <= b: ans += 1 print(ans) return if __name__ == '__main__': main()
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from collections import defaultdict n = int(input()) li_a = list(map(int, input().split())) s = [0] * (n+1) dd = defaultdict(lambda:0) for i in range(n): s[i+1] += s[i] + li_a[i] for i in range(n+1): dd[s[i]] += 1 ans = 0 for key in dd: ans += (dd[key]*dd[key] - dd[key])//2 print(ans)
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custom = { } defaults = { "abs": abs, "range": range, "abs": abs, "dict": dict, "min": min, "all": all, "hex": hex, "next": next, "slice": slice, "any": any, "divmod": divmod, "object": object, "sorted": sorted, "ascii": ascii, "enumerate": enumerate, "input": input, "oct": oct, "bin": bin, "int": int, "str": str, "bool": bool, "isinstance": isinstance, "ord": ord, "sum": sum, "bytearray": bytearray, "filter": filter, "issubclass": issubclass, "pow": pow, "bytes": bytes, "float": float, "iter": iter, "tuple": tuple, "callable": callable, "format": format, "len": len, "property": property, "type": type, "chr": chr, "frozenset": frozenset, "list": list, "range": range, "locals": locals, "repr": repr, "zip": zip, "map": map, "reversed": reversed, "complex": complex, "max": max, "round": round } imports = {**custom, **defaults} # bypass for tests imports["bypass"] = True
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class Employee: def __init__(self,eid,ename,eage,egen,ecity,esalary,email,erole,eskil,ehobs): self.empid=eid self.empName=ename self.empAge=eage self.eGender=egen self.empCity=ecity self.empSalary=esalary self.empEmail=email self.empRole=erole self.empSkill=eskil self.emphobs=ehobs def __str__(self): return f" EmpId : {self.empid} " \ f" Name :{self.empName} " \ f" Age :{self.eGender}" \ f" City :{self.empCity}" \ f" Salary:{self.empSalary}" \ f" Role:{self.empRole} " \ f" Email:{self.empEmail}" \ f" Skill:{self.empSkill}" \ f" Hobies:{self.emphobs} " def __repr__(self): return self # if __name__ == '__main__': # s1=Employee(101,'Punamchand',27,'M','Pune',25000,'chavhanpunamchand@gmail.com','SSE','Python,Java','Cricket,Hocky') # print(s1)
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from dffml import CSVSource, Features, DefFeature from dffml.noasync import train, accuracy, predict from dffml_model_tensorflow.dnnc import DNNClassifierModel model = DNNClassifierModel( features=Features( DefFeature("SepalLength", float, 1), DefFeature("SepalWidth", float, 1), DefFeature("PetalLength", float, 1), DefFeature("PetalWidth", float, 1), ), predict=DefFeature("classification", int, 1), epochs=3000, steps=20000, classifications=[0, 1, 2], clstype=int, ) # Train the model train(model, "iris_training.csv") # Assess accuracy (alternate way of specifying data source) print("Accuracy:", accuracy(model, CSVSource(filename="iris_test.csv"))) # Make prediction for i, features, prediction in predict( model, { "PetalLength": 4.2, "PetalWidth": 1.5, "SepalLength": 5.9, "SepalWidth": 3.0, }, { "PetalLength": 5.4, "PetalWidth": 2.1, "SepalLength": 6.9, "SepalWidth": 3.1, }, ): features["classification"] = prediction["classification"]["value"] print(features)
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from django.contrib.flatpages.admin import FlatpageForm from django.test import TestCase class FlatpageAdminFormTests(TestCase): def setUp(self): self.form_data = { 'title': "A test page", 'content': "This is a test", 'sites': [1], } def test_flatpage_admin_form_url_validation(self): "The flatpage admin form validates correctly validates urls" self.assertTrue(FlatpageForm(data=dict(url='/new_flatpage/', **self.form_data)).is_valid()) self.assertTrue(FlatpageForm(data=dict(url='/some.special~chars/', **self.form_data)).is_valid()) self.assertTrue(FlatpageForm(data=dict(url='/some.very_special~chars-here/', **self.form_data)).is_valid()) self.assertFalse(FlatpageForm(data=dict(url='/a space/', **self.form_data)).is_valid()) self.assertFalse(FlatpageForm(data=dict(url='/a % char/', **self.form_data)).is_valid()) self.assertFalse(FlatpageForm(data=dict(url='/a ! char/', **self.form_data)).is_valid()) self.assertFalse(FlatpageForm(data=dict(url='/a & char/', **self.form_data)).is_valid()) self.assertFalse(FlatpageForm(data=dict(url='/a ? char/', **self.form_data)).is_valid())
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for _ in range(int(input())): n = int(input()) s = input() a = {'R': 0, 'G': 0, 'B': 0} for x in s: a[x] += 1 print(n - max(a.values()))
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from django.contrib.gis.geos import Point from data_collection.management.commands import BaseHalaroseCsvImporter class Command(BaseHalaroseCsvImporter): council_id = "E07000113" addresses_name = ( "local.2019-05-02/Version 1/polling_station_export-2019-02-28Swle.csv" ) stations_name = ( "local.2019-05-02/Version 1/polling_station_export-2019-02-28Swle.csv" ) elections = ["local.2019-05-02"] def address_record_to_dict(self, record): rec = super().address_record_to_dict(record) uprn = record.uprn.strip().lstrip("0") if uprn in [ "200001875126", # ME122HP -> ME122LZ : Morland House Augustine Road, Minster-on-Sea, Sheerness, Kent "100061078702", # ME122LE -> ME122LA : Uppal Villa Minster Drive, Minster-on-Sea, Sheerness, Kent "100061081138", # ME122LS -> ME122LX : 150 Scarborough Drive, Minster-on-Sea, Sheerness, Kent "10023197317", # ME122SG -> ME122SH : 1A Baldwin Cottage Baldwin Road, Minster-on-Sea, Sheerness, Kent "10023197934", # ME122LT -> ME122LX : 152 Scarborough Drive, Minster-on-Sea, Sheerness, Kent "100061080835", # ME123JE -> ME123HT : 1A Rosemary Avenue, Minster-on-Sea, Sheerness, Kent "10023200030", # ME103TU -> ME123TU : 28 Petunia Avenue, Minster-on-Sea, Sheerness, Kent "10035061220", # ME121AG -> ME122AG : 178 Invicta Road, Sheerness, Kent "10093083738", # ME124JB -> ME101QA : Flat Above Marinos Fish Bar 212 London Road, Sittingbourne, Kent "100061078990", # ME123PA -> ME123NZ : 382B Minster Road, Minster-on-Sea, Sheerness, Kent "100061083074", # ME122SG -> ME122SD : Llamedos The Glen, Minster-on-Sea, Sheerness, Kent "100062379223", # ME124JA -> ME124JB : Sheringham Bell Farm Lane, Minster-on-Sea, Sheerness, Kent "100061073637", # ME124JA -> ME124JB : The Laurels Bell Farm Lane, Minster-on-Sea, Sheerness, Kent "100061073623", # ME124JA -> ME124JB : Merry Moments Bell Farm Lane, Minster-on-Sea, Sheerness, Kent "200002539987", # ME101NL -> ME101NS : Flat L 94 London Road, Sittingbourne, Kent ]: rec["accept_suggestion"] = True if uprn in [ "100062087806", # ME121TP -> ME122RT : Flat 2 36A Broadway, Sheerness, Kent "100062087803", # ME121TP -> ME122RT : Flat 1 36A Broadway, Sheerness, Kent "200002535746", # ME121NX -> ME102RD : 45A High Street, Sheerness, Kent "10013741961", # ME130SG -> ME104ES : Winterbourne Cottage Annexe Rushett Lane, Norton, Faversham, Kent "10023196555", # ME122DH -> ME121AG : 3 The Crescent Parklands Village The Broadway, Minster-on-Sea, Sheerness, Kent "10023196556", # ME122DH -> ME121AG : 1 The Crescent Parklands Village The Broadway, Minster-on-Sea, Sheerness, Kent "10023200723", # ME137JG -> ME98XF : 23 West Street, Faversham, Kent ]: rec["accept_suggestion"] = False return rec def station_record_to_dict(self, record): rec = super().station_record_to_dict(record) if record.pollingstationnumber in ["113", "114"]: rec["location"] = Point(0.735912, 51.337309, srid=4326) return rec
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# # Copyright (c) 2019 UAVCAN Development Team # This software is distributed under the terms of the MIT License. # Author: Pavel Kirienko <pavel.kirienko@zubax.com> # """ The module is always importable but is functional only on GNU/Linux. For testing or experimentation on a local machine it is often convenient to use a virtual CAN bus instead of a real one. Using SocketCAN, one can set up a virtual CAN bus interface as follows:: modprobe can modprobe can_raw modprobe vcan ip link add dev vcan0 type vcan ip link set vcan0 mtu 72 # Enable CAN FD by configuring the MTU of 64+8 ip link set up vcan0 Where ``vcan0`` can be replaced with any other valid interface name. Please read the SocketCAN documentation for more information. """ from sys import platform as _platform if _platform == 'linux': from ._socketcan import SocketCANMedia as SocketCANMedia
[ "pavel.kirienko@gmail.com" ]
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n, m = map(int, input().split()) h = list(map(int, input().split())) ab = [list(map(int, input().split())) for _ in range(m)] ans = [1]*n for i in range(m): if h[ab[i][0]-1] == h[ab[i][1]-1]: ans[ab[i][0]-1] = 0 ans[ab[i][1]-1] = 0 elif h[ab[i][0]-1] > h[ab[i][1]-1]: ans[ab[i][1]-1] = 0 else: ans[ab[i][0]-1] = 0 print(sum(ans))
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from puma.helpers.testing.mixin.not_a_test_case import NotATestCase # noqa: F401 from puma.helpers.testing.mixin.not_a_test_case_enum import NotATestCaseEnum # noqa: F401
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# -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations import njango.fields class Migration(migrations.Migration): dependencies = [ ('inventory', '0008_auto_20151219_1547'), ] operations = [ migrations.AlterField( model_name='sale', name='date', field=njango.fields.BSDateField(default=njango.fields.today), ), ]
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import os from conans import ConanFile, CMake, tools class GhcFilesystemRecipe(ConanFile): name = "ghc-filesystem" description = "A header-only single-file std::filesystem compatible helper library" topics = ("conan", "ghc-filesystem", "header-only", "filesystem") homepage = "https://github.com/gulrak/filesystem" url = "https://github.com/conan-io/conan-center-index" license = "MIT" generators = "cmake" no_copy_source = True _cmake = None @property def _source_subfolder(self): return "source_subfolder" def source(self): tools.get(**self.conan_data["sources"][self.version]) extracted_dir = "filesystem-" + self.version os.rename(extracted_dir, self._source_subfolder) def _configure_cmake(self): if self._cmake: return self._cmake self._cmake = CMake(self) self._cmake.definitions["GHC_FILESYSTEM_BUILD_TESTING"] = False self._cmake.definitions["GHC_FILESYSTEM_BUILD_EXAMPLES"] = False self._cmake.definitions["GHC_FILESYSTEM_WITH_INSTALL"] = True self._cmake.configure(source_folder=self._source_subfolder) return self._cmake def package(self): self.copy(pattern="LICENSE", dst="licenses", src=self._source_subfolder) cmake = self._configure_cmake() cmake.install() tools.rmdir(os.path.join(self.package_folder, "lib")) def package_id(self): self.info.header_only() def package_info(self): self.cpp_info.names["cmake_find_package"] = "ghcFilesystem" self.cpp_info.names["cmake_find_package_multi"] = "ghcFilesystem" self.cpp_info.components["filesystem"].names["cmake_find_package"] = "ghc_filesystem" self.cpp_info.components["filesystem"].names["cmake_find_package_multi"] = "ghc_filesystem"
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/Non_Linear_Finite_Element_Analysis_of_Solids_and_Structures_Borst/pyfem-1.0/pyfem/solvers/Solver.py
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############################################################################ # This Python file is part of PyFEM-1.0, released on Aug. 29, 2012. # # The PyFEM code accompanies the book: # # # # 'Non-Linear Finite Element Analysis of Solids and Structures' # # R. de Borst, M.A. Crisfield, J.J.C. Remmers and C.V. Verhoosel # # John Wiley and Sons, 2012, ISBN 978-0470666449 # # # # The code is written by J.J.C. Remmers, C.V. Verhoosel and R. de Borst. # # Comments and suggestions can be sent to: # # PyFEM-support@tue.nl # # # # The latest version can be downloaded from the web-site: # # http://www.wiley.com/go/deborst # # # # The code is open source and intended for educational and scientific # # purposes only. If you use PyFEM in your research, the developers would # # be grateful if you could cite the book. # # # # Disclaimer: # # The authors reserve all rights but do not guarantee that the code is # # free from errors. Furthermore, the authors shall not be liable in any # # event caused by the use of the program. # ############################################################################ #------------------------------------------------------------------------------ # #------------------------------------------------------------------------------ class Solver: def __init__( self , props , globdat ): solverProps = getattr( props, "solver" ) solverType = solverProps.type exec "from pyfem.solvers."+solverType+" import "+solverType props.currentModule = "solver" self.solver = eval(solverType+"( props , globdat )") #------------------------------------------------------------------------------ # #------------------------------------------------------------------------------ def run( self , props , globdat ): self.solver.run( props , globdat )
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# Generated by Django 3.1.2 on 2020-10-06 21:54 from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('products', '0003_auto_20201006_2115'), ] operations = [ migrations.RemoveField( model_name='brand', name='cat', ), migrations.RemoveField( model_name='brand', name='subcat', ), migrations.RemoveField( model_name='material', name='cat', ), migrations.RemoveField( model_name='material', name='subcat', ), migrations.RemoveField( model_name='opticalpower', name='cat', ), migrations.RemoveField( model_name='opticalpower', name='subcat', ), migrations.RemoveField( model_name='radius', name='cat', ), migrations.RemoveField( model_name='radius', name='subcat', ), migrations.RemoveField( model_name='volume', name='cat', ), migrations.RemoveField( model_name='volume', name='subcat', ), ]
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#!/usr/bin/env python for _ in range(int(input())): s = str(input()) amber = 0 brass = 0 for i in s: if i == 'a': amber += 1 elif i == 'b': brass += 1 if amber > brass: print(brass) elif brass > amber: print(amber) else: print(amber)
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import astroquery.irsa import astrometry import astropy.io.fits import numpy as np import atpy import os def make_index_from_table(table,fieldname,fov=None,clobber=False,**kwargs): """ Given a table with RA and Dec columns (case-sensitive!), build an astrometry.net quad index Parameters ---------- table : Table astropy.io.table or atpy.table instance (recarrays require different cleaning operations) fieldname : str Seed name for the output catalog file and index file clobber : bool Overwrite existing fits files / indices? kwargs : Are passed to astrometry.build_index """ #fitstable = astropy.io.fits.BinTableHDU(data=table) newtable = atpy.Table(name=fieldname) for colname in table.dtype.names: newtable.add_column(colname, table[colname]) # sanitize fieldname fieldname = fieldname.replace(" ","_") # what other chars should I be careful of? #fitstable.writeto(fieldname+".fits",clobber=clobber) newtable.write(fieldname+".fits",overwrite=clobber) if fov is None: # guess the FOV... sort of rarange = (np.max(table['RA']) - np.min(table['RA']))*3600 decrange = (np.max(table['Dec'])-np.min(table['Dec']))*3600 fov = (rarange+decrange)/2. return make_index_from_fitstable(fieldname+'.fits',fieldname,fov=fov,**kwargs) def make_index_from_fitstable(fitstablename, fieldname=None, fov=None, preset_list=None, **kwargs): """ Build an index from a FITS table already on disk (very thin wrapper of build_index) Parameters ---------- fitstablename : str Full path to a .fits table with the 2nd header being a BinTableHDU for astrometry's build-index to parse preset_list : list List of presets, in the range -5 to 21, to build indices for fov : int field of view in arcseconds fieldname : str output prefix for the index file. If not specified, will use the root string of the fitsfilename """ if fov is None and 'scale_number' not in kwargs and preset_list is None: raise ValueError("Must specify a preset or a FOV") elif 'scale_number' in kwargs: presets = [kwargs.pop('scale_number')] elif preset_list is not None: presets = preset_list else: # determine appropriate "presets" to use preset = astrometry.get_closest_preset(fov/60.) if preset > -4: presets = [preset-2, preset-1,preset,preset+1] elif preset > -5: presets = [preset-1,preset,preset+1] else: presets = [preset,preset+1] if fieldname is None: fieldname = os.path.split( os.path.splitext(fitstablename)[0] )[1] stdout,stderr = "","" for preset in presets: _stdout,_stderr = astrometry.build_index(fieldname+".fits",scale_number=preset,**kwargs) stdout += _stdout stderr += _stderr return stdout,stderr def make_index_from_field_2MASS(coords, fieldname, fov=900, clobber=False, quality_exclude="UX", **kwargs): """ Create an index file. The input should be IRSA-parseable coordinates, e.g. a name, ra/dec, or glon/glat coords Parameters ---------- coords : str IRSA-parseable coordinates or SIMBAD-readable filename fieldname : str Prefix string for output file name fov : int Field of view to include in arcseconds (Circular) clobber : bool Overwrite existing data files? quality_exclude : str Entries in the catalog with these characters will be excluded Example ------- >>> make_index_from_field_2MASS('Sgr C','Sgr C',300,scan_catalog=True,clobber=True) >>> make_index_from_field_2MASS('266.1512 -29.4703','Sgr C',300,scan_catalog=True,clobber=True) >>> make_index_from_field_2MASS('359.4288 -00.0898 gal','Sgr C',300,scan_catalog=True,clobber=True) """ fieldname = fieldname.replace(" ","_") # what other chars should I be careful of? table = astroquery.irsa.query_gator_box('pt_src_cat',coords,fov) table.rename_column('ra','RA') table.rename_column('dec','Dec') table = table[table['extd_flg']==0] # don't use extended sources; they're bad for astrometry cleantable = _clean_table(table) return make_index_from_table(cleantable,fieldname,fov=fov,clobber=clobber,**kwargs) def make_index_from_field_UKIDSS(glon,glat,fieldname,catalog='GPS',fov=900,clobber=False,**kwargs): """ Create an index file. The input should be UKIDSS-parseable coordinates, e.g. glon,glat (so far, only a galactic lon/lat query tool is implemented Example ------- >>> make_index_from_field_UKIDSS(359.4288,-00.0898,'Sgr C',fov=300,scan_catalog=True,clobber=True) """ fieldname = fieldname.replace(" ","_") # what other chars should I be careful of? ukquery = astroquery.ukidss.UKIDSSQuery() ukquery.programmeID = catalog uktable = ukquery.get_catalog_gal(glon,glat,radius=fov/60.)[0] uktable.writeto(fieldname+".fits",clobber=clobber) #bintab = table[0][1] #bintab.data = bintab.data.astype(newtype) #table.rename_column('ra','RA') #table.rename_column('dec','Dec') #cleantable = _clean_table(table) return make_index_from_fitstable(fieldname+".fits",fieldname=fieldname,fov=fov,**kwargs) def _clean_table(table): """ Hack to convert a table to a FITS-friendly numpy ndarray; this will become obsolete when astropy's table includes a FITS writer """ float_types = [np.float, np.float128, np.float16, np.float32, np.float64, np.float_, np.floating] new_fields = [(k,np.dtype('S8')) if v[0].type == np.object_ else (k,np.float64) if v[0].type in float_types else (k,v[0]) for (k,v) in table._data.dtype.fields.iteritems()] new_array = np.array(table._data, dtype=new_fields) return new_array
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from fractions import gcd ​ def smallest(n): lcm = 1 for i in range(1, n+1): lcm = (lcm * i)//(gcd(int(lcm), i)) return int(lcm)
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import numpy as np import sys #np.set_printoptions(threshold=sys.maxsize) np.set_printoptions(threshold=100) import pandas as pd import matplotlib.pyplot as plt plt.ion() import seaborn as sns from tqdm import tqdm def plot_whole(df): with pd.option_context('display.max_rows', None, 'display.max_columns', None): print(df) h = help # Better help function he(): def he(): global ar ar = input('Enter the function name for help:') help(eval(ar)) # for . operation of dir # use eval(repr(xxx.i)) from pandas import read_csv as pdrc # for ipython to display all results in the jupyter notebook: from IPython.core.interactiveshell import InteractiveShell InteractiveShell.ast_node_interactivity = "all" def my_plot(data_array): plt.figure() plt.plot(data_array) plt.grid() def my_plotas(data_array): plt.figure() plt.plot(data_array) plt.plot(data_array,'b*') plt.grid() def save_model_keras(model,save_path): from keras.utils import plot_model plot_model(model,show_shapes=True,to_file=save_path) def torchviz_pdf(model,input_tensor): from torchviz import make_dot vis_graph = make_dot(model(input_tensor), params=dict(model.named_parameters())) vis_graph.view() # 会在当前目录下保存一个“Digraph.gv.pdf”文件,并在默认浏览器中打开 def torch_summary(model,input_size): from torchsummary import summary summary(model.cuda(), input_size=input_size)
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def sum1(lst): total = 0 for element in lst: if (type(element) == type([])): total = total + sum1(element) else: total = total + element return total print( "Sum is:",sum1([[1,2],[3,4]]))
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#!/usr/bin/env python # coding:utf-8 #from xml.etree.ElementTree import Element, SubElement, tostring from lxml.etree import Element, SubElement, tostring import pprint from xml.dom.minidom import parseString import os def mkdir(path): import os path = path.strip() path = path.rstrip("\\") isExists = os.path.exists(path) if not isExists: os.makedirs(path) print path + 'ok' return True else: print path + 'failed!' return False def generate_xml(file_info, obj): node_root = Element('annotation') node_folder = SubElement(node_root, 'folder') node_folder.text = file_info[0] node_filename = SubElement(node_root, 'filename') node_filename.text = file_info[1] node_size = SubElement(node_root, 'size') node_width = SubElement(node_size, 'width') node_width.text = '640' node_height = SubElement(node_size, 'height') node_height.text = '480' node_depth = SubElement(node_size, 'depth') node_depth.text = '3' for obj_i in obj: print obj_i node_object = SubElement(node_root, 'object') node_name = SubElement(node_object, 'name') #node_name.text = 'mouse' node_name.text = 'person' node_name = SubElement(node_object, 'difficult') # node_name.text = 'mouse' node_name.text = '0' node_bndbox = SubElement(node_object, 'bndbox') node_xmin = SubElement(node_bndbox, 'xmin') #node_xmin.text = '99' node_xmin.text = obj_i['xmin'] node_ymin = SubElement(node_bndbox, 'ymin') #node_ymin.text = '358' node_ymin.text = obj_i['ymin'] node_xmax = SubElement(node_bndbox, 'xmax') #node_xmax.text = '135' node_xmax.text = obj_i['xmax'] node_ymax = SubElement(node_bndbox, 'ymax') #node_ymax.text = '375' node_ymax.text = obj_i['ymax'] xml = tostring(node_root, pretty_print=True) #格式化显示,该换行的换行 dom = parseString(xml) #file_root = '/home/user/Downloads/caltech_data_set/data_train/' file_root = '/home/user/Downloads/caltech_data_set/data_reasonable_3_19/' file_name = file_root + file_info[0]; mkdir (file_name) fw = open(file_name+"/"+file_info[1].split('.')[0]+".xml", 'a+') fw.write(xml) print "xml _ ok" fw.close() #for debug #print xml def printPath(level, path): global allFileNum ''''' 打印一个目录下的所有文件夹和文件 ''' # 所有文件夹,第一个字段是次目录的级别 dirList = [] # 所有文件 fileList = [] # 返回一个列表,其中包含在目录条目的名称(google翻译) files = os.listdir(path) # 先添加目录级别 dirList.append(str(level)) for f in files: if(os.path.isdir(path + '/' + f)): # 排除隐藏文件夹。因为隐藏文件夹过多 if(f[0] == '.'): pass else: # 添加非隐藏文件夹 dirList.append(f) if(os.path.isfile(path + '/' + f)): # 添加文件 fileList.append(f) # 当一个标志使用,文件夹列表第一个级别不打印 i_dl = 0 for dl in dirList: if(i_dl == 0): i_dl = i_dl + 1 else: # 打印至控制台,不是第一个的目录 print '-' * (int(dirList[0])), dl # 打印目录下的所有文件夹和文件,目录级别+1 printPath((int(dirList[0]) + 1), path + '/' + dl) print fileList for fl in fileList: # 打印文件 #print '-' * (int(dirList[0])), fl # 随便计算一下有多少个文件 #allFileNum = allFileNum + 1 """ 操作文件进行读写 """ print fl[12:17],fl[17:21] file_info = [] file_info.append(fl[12:17]+'/'+fl[17:21]) print file_info print path file_name = path+"/"+fl fw = open(file_name, 'r'); line_content = fw.readlines() fw.close() print line_content tmp = -1 obj = [] con_len = len(line_content) try: string = line_content[0].split(" ") tmp = int(string[0]) except Exception: continue file_info.append(str(tmp) + '.jpg') xmin = str(int(float(string[1]))) ymin = str(int(float(string[2]))) xmax = str(int(float(string[1]) + float(string[3]))) ymax = str(int(float(string[2]) + float(string[4]))) dict1 = {} dict1["xmin"] = xmin dict1["ymin"] = ymin dict1["xmax"] = xmax dict1["ymax"] = ymax obj.append(dict1) for con_i in xrange(1, con_len): string = line_content[con_i].split(" ") tmp1 = int(string[0]) if tmp == tmp1: xmin = str(int(float(string[1]))) ymin = str(int(float(string[2]))) xmax = str(int(float(string[1]) + float(string[3]))) ymax = str(int(float(string[2]) + float(string[4]))) dict1 = {} dict1["xmin"] = xmin dict1["ymin"] = ymin dict1["xmax"] = xmax dict1["ymax"] = ymax obj.append(dict1) elif tmp1 > 0: generate_xml(file_info, obj) obj = [] tmp = tmp1 file_info[1] = str(tmp1) + ".jpg" xmin = str(int(float(string[1]))) ymin = str(int(float(string[2]))) xmax = str(int(float(string[1]) + float(string[3]))) ymax = str(int(float(string[2]) + float(string[4]))) dict1 = {} dict1["xmin"] = xmin dict1["ymin"] = ymin dict1["xmax"] = xmax dict1["ymax"] = ymax obj.append(dict1) continue def read_annotations_generate_fileinfo_obj(file_path): pass if __name__=="__main__": # # file_info = ['set00/V000', '1.jpg'] # # obj = [] # obj1 = {"xmin":"1", "ymin":"1", "xmax":"5", "ymax":"5"} # obj2 = {"xmin":"2", "ymin":"2", "xmax":"6", "ymax":"6"} # obj.append(obj1) # obj.append(obj2) # # generate_xml(file_info, obj) # printPath(1, "/home/user/Downloads/caltech_data_set/data_reasonable_3_19") #printPath(1, "/home/user/Downloads/caltech_data_set/data_reasonable_train")
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from __future__ import absolute_import from sentry.models import Integration from sentry.utils.compat import filter from .client import MsTeamsClient MSTEAMS_MAX_ITERS = 100 def channel_filter(channel, name): # the general channel has no name in the list # retrieved from the REST API call if channel.get("name"): return name == channel.get("name") else: return name == "General" def get_channel_id(organization, integration_id, name): try: integration = Integration.objects.get( provider="msteams", organizations=organization, id=integration_id ) except Integration.DoesNotExist: return None team_id = integration.external_id client = MsTeamsClient(integration) # handle searching for channels first channel_list = client.get_channel_list(team_id) filtered_channels = list(filter(lambda x: channel_filter(x, name), channel_list)) if len(filtered_channels) > 0: return filtered_channels[0].get("id") # handle searching for users members = client.get_member_list(team_id, None) for i in range(MSTEAMS_MAX_ITERS): member_list = members.get("members") continuation_token = members.get("continuationToken") filtered_members = list(filter(lambda x: x.get("name") == name, member_list)) if len(filtered_members) > 0: # TODO: handle duplicate username case user_id = filtered_members[0].get("id") tenant_id = filtered_members[0].get("tenantId") return client.get_user_conversation_id(user_id, tenant_id) if not continuation_token: return None members = client.get_member_list(team_id, continuation_token) return None
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from __future__ import annotations import os from typing import List, Tuple from allennlp.data import Vocabulary, Instance from allennlp.data.data_loaders import SimpleDataLoader, DataLoader from allennlp.data.token_indexers.pretrained_transformer_indexer import PretrainedTransformerIndexer from allennlp.data.dataset_readers.sequence_tagging import SequenceTaggingDatasetReader from allennlp.models.model import Model from allennlp.models.simple_tagger import SimpleTagger from allennlp.modules.text_field_embedders.basic_text_field_embedder import BasicTextFieldEmbedder from allennlp.modules.token_embedders.pretrained_transformer_embedder import PretrainedTransformerEmbedder from allennlp.modules.seq2seq_encoders import PassThroughEncoder from allennlp.training.trainer import Trainer from allennlp.training import GradientDescentTrainer import torch from allennlp.data import ( DataLoader, DatasetReader, Instance, Vocabulary, TextFieldTensors, ) from allennlp.data.data_loaders import SimpleDataLoader from allennlp.models import Model from allennlp.modules.text_field_embedders import BasicTextFieldEmbedder from allennlp.training.optimizers import AdamOptimizer from utils.dataset_processor import read_line, convert_bmes_to_sequence_tagging, convert_two_array_to_text_classification_corpus def test_read_line(): line = '我爱 O' tokens, labels = read_line(line) assert tokens == ['我', '爱'] assert labels == ['O', 'O'] line = '吴京 PER' tokens, labels = read_line(line) assert tokens == ['吴', '京'] assert labels == ['B-PER', 'E-PER'] line = '吴京京 PER' tokens, labels = read_line(line) assert tokens == ['吴', '京', '京'] assert labels == ['B-PER', 'M-PER', 'E-PER'] def test_bmes_converter(): base_dir = './data/weibo' for file in os.listdir(base_dir): if not file.endswith('.txt'): continue input_file = os.path.join(base_dir, file) output_file = os.path.join(base_dir, file.replace('txt', 'corpus')) convert_bmes_to_sequence_tagging(input_file, output_file) def test_sequence_tagging_reader(): model_name = 'bert-base-chinese' bert_token_indexers = PretrainedTransformerIndexer(model_name=model_name) reader = SequenceTaggingDatasetReader(token_indexers={"tokens": bert_token_indexers}) train_file = './data/weibo/train.corpus' dev_file = './data/weibo/dev.corpus' test_file = './data/weibo/dev.corpus' train_instances = list(reader.read(train_file)) dev_instances = list(reader.read(dev_file)) test_instances = list(reader.read(test_file)) vocab: Vocabulary = Vocabulary.from_instances(train_instances) assert vocab.get_namespaces() is not None bert_text_field_embedder = PretrainedTransformerEmbedder(model_name=model_name) tagger = SimpleTagger( vocab=vocab, text_field_embedder=BasicTextFieldEmbedder( token_embedders={ 'tokens': bert_text_field_embedder } ), encoder=PassThroughEncoder(bert_text_field_embedder.get_output_dim()), calculate_span_f1=True, label_encoding="BMES", # verbose_metrics=True ) train_data_loader, dev_data_loader = build_data_loaders(train_instances, dev_instances) train_data_loader.index_with(vocab) dev_data_loader.index_with(vocab) trainer = build_trainer(model=tagger, serialization_dir='./output', train_loader=train_data_loader, dev_loader=dev_data_loader) print("Starting training") trainer.train() print("Finished training") def build_data_loaders( train_data: List[Instance], dev_data: List[Instance], ) -> Tuple[DataLoader, DataLoader]: train_loader = SimpleDataLoader(train_data, 8, shuffle=True) dev_loader = SimpleDataLoader(dev_data, 8, shuffle=False) return train_loader, dev_loader def build_trainer( model: Model, serialization_dir: str, train_loader: DataLoader, dev_loader: DataLoader, ) -> Trainer: parameters = [(n, p) for n, p in model.named_parameters() if p.requires_grad] optimizer = AdamOptimizer(parameters) # type: ignore trainer = GradientDescentTrainer( model=model, serialization_dir=serialization_dir, data_loader=train_loader, validation_data_loader=dev_loader, num_epochs=5, optimizer=optimizer, ) return trainer def test_ask_ubuntu_corpus(): base_dirs = [ './data/ask_ubuntu/intent-classification', './data/banking/intent-classification', './data/chatbot/intent-classification', './data/clinc/intent-classification', './data/hwu/intent-classification', './data/web_applications/intent-classification', ] for base_dir in base_dirs: for file in os.listdir(base_dir): if file.endswith('.corpus'): continue file_path = os.path.join(base_dir, file) convert_two_array_to_text_classification_corpus( file_path ) if __name__ == "__main__": test_sequence_tagging_reader()
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''' Что будет выведено на экран в результате выполнения следующей программы? ''' numbers = [-6, -8, 0, 1, 3, 8, -7, 12, 17, 24, 25, 3, 5, 1] res = 0 for num in numbers: res += (num % 2 == 1) and (num > 1) print(res)
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#!/usr/bin/env python # -*- coding:utf8 -*- # @TIME :2019/3/20 19:33 # @Author : 洪松 # @File : 数据共享.py from multiprocessing import Process, Manager def f(d, l,n): d[n] = n d["name"] ="alvin" l.append(n) if __name__ == '__main__': with Manager() as manager: d = manager.dict() l = manager.list(range(5)) p_list = [] for i in range(10): p = Process(target=f, args=(d,l,i)) p.start() p_list.append(p) for res in p_list: res.join() print(d) print(l)
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# -*- coding: utf-8 -*- # Generated by Django 1.11 on 2017-10-31 05:09 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('talks', '0004_auto_20171029_2142'), ] operations = [ migrations.AlterField( model_name='talk', name='date', field=models.DateField(verbose_name='Date'), ), ]
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""" Django settings for todo_django project. Generated by 'django-admin startproject' using Django 3.2.3. For more information on this file, see https://docs.djangoproject.com/en/3.2/topics/settings/ For the full list of settings and their values, see https://docs.djangoproject.com/en/3.2/ref/settings/ """ from pathlib import Path # Build paths inside the project like this: BASE_DIR / 'subdir'. BASE_DIR = Path(__file__).resolve().parent.parent # Quick-start development settings - unsuitable for production # See https://docs.djangoproject.com/en/3.2/howto/deployment/checklist/ # SECURITY WARNING: keep the secret key used in production secret! SECRET_KEY = 'django-insecure-6zj_#s34n7qjx$z739po7=4kl&a7i^*%t2w=w$n4986h+y4#x7' # SECURITY WARNING: don't run with debug turned on in production! DEBUG = True ALLOWED_HOSTS = ['localhost', '127.0.0.1'] CORS_ORIGIN_ALLOW_ALL = True # Application definition INSTALLED_APPS = [ 'django.contrib.admin', 'django.contrib.auth', 'django.contrib.contenttypes', 'django.contrib.sessions', 'django.contrib.messages', 'django.contrib.staticfiles', 'rest_framework', 'corsheaders', 'task' ] MIDDLEWARE = [ 'django.middleware.security.SecurityMiddleware', 'django.contrib.sessions.middleware.SessionMiddleware', 'corsheaders.middleware.CorsMiddleware', 'django.middleware.common.CommonMiddleware', 'django.middleware.csrf.CsrfViewMiddleware', 'django.contrib.auth.middleware.AuthenticationMiddleware', 'django.contrib.messages.middleware.MessageMiddleware', 'django.middleware.clickjacking.XFrameOptionsMiddleware', ] ROOT_URLCONF = 'todo_django.urls' TEMPLATES = [ { 'BACKEND': 'django.template.backends.django.DjangoTemplates', 'DIRS': [], '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 = 'todo_django.wsgi.application' # Database # https://docs.djangoproject.com/en/3.2/ref/settings/#databases DATABASES = { 'default': { 'ENGINE': 'django.db.backends.sqlite3', 'NAME': BASE_DIR / 'db.sqlite3', } } # Password validation # https://docs.djangoproject.com/en/3.2/ref/settings/#auth-password-validators 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', }, ] # Internationalization # https://docs.djangoproject.com/en/3.2/topics/i18n/ LANGUAGE_CODE = 'en-us' TIME_ZONE = 'UTC' USE_I18N = True USE_L10N = True USE_TZ = True # Static files (CSS, JavaScript, Images) # https://docs.djangoproject.com/en/3.2/howto/static-files/ STATIC_URL = '/static/' # Default primary key field type # https://docs.djangoproject.com/en/3.2/ref/settings/#default-auto-field DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
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from django.apps import AppConfig from django.utils.translation import ugettext_lazy as _ class MessagesConfig(AppConfig): name = 'django.contrib.messages' verbose_name = _("Messages")
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############################################################################### # # Tests for XlsxWriter. # # Copyright (c), 2013-2019, John McNamara, jmcnamara@cpan.org # from ..excel_comparsion_test import ExcelComparisonTest from ...workbook import Workbook class TestCompareXLSXFiles(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename('chart_format24.xlsx') def test_create_file(self): """Test the creation of an XlsxWriter file with chart formatting.""" workbook = Workbook(self.got_filename) worksheet = workbook.add_worksheet() chart = workbook.add_chart({'type': 'column'}) chart.axis_ids = [115374720, 115389568] data = [ [1, 2, 3, 4, 5], [2, 4, 6, 8, 10], [3, 6, 9, 12, 15], ] worksheet.write_column('A1', data[0]) worksheet.write_column('B1', data[1]) worksheet.write_column('C1', data[2]) chart.add_series({ 'categories': '=Sheet1!$A$1:$A$5', 'values': '=Sheet1!$B$1:$B$5', }) chart.add_series({ 'categories': '=Sheet1!$A$1:$A$5', 'values': '=Sheet1!$C$1:$C$5', }) chart.set_chartarea({'fill': {'color': 'yellow', 'transparency': 75}}) chart.set_plotarea({'fill': {'color': 'red', 'transparency': 25}}) worksheet.insert_chart('E9', chart) workbook.close() self.assertExcelEqual()
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# Simple GPS module demonstration. # Will print NMEA sentences received from the GPS, great for testing connection # Uses the GPS to send some commands, then reads directly from the GPS import time import board #import busio import adafruit_gps import digitalio # Create a serial connection for the GPS connection using default speed and # a slightly higher timeout (GPS modules typically update once a second). # These are the defaults you should use for the GPS FeatherWing. # For other boards set RX = GPS module TX, and TX = GPS module RX pins. #uart = busio.UART(board.TX, board.RX, baudrate=9600, timeout=10) # for a computer, use the pyserial library for uart access import serial import os permission_command = "sudo chmod 777 /dev/ttyO0" sudoPassword = "temppwd" os.system('echo %s|sudo -S %s' % (sudoPassword, permission_command)) reset = digitalio.DigitalInOut(board.P1_31) reset.direction = digitalio.Direction.OUTPUT standby = digitalio.DigitalInOut(board.P1_35) standby.direction = digitalio.Direction.OUTPUT fix = digitalio.DigitalInOut(board.P1_34) fix.direction = digitalio.Direction.INPUT reset.value = True #set reset pin to high, pin is active low standby.value = True #set standby pin to high, pin is active low uart = serial.Serial("/dev/ttyO0", baudrate=9600, timeout=1) # If using I2C, we'll create an I2C interface to talk to using default pins # i2c = board.I2C() # Create a GPS module instance. gps = adafruit_gps.GPS(uart) # Use UART/pyserial # gps = adafruit_gps.GPS_GtopI2C(i2c) # Use I2C interface # Initialize the GPS module by changing what data it sends and at what rate. # These are NMEA extensions for PMTK_314_SET_NMEA_OUTPUT and # PMTK_220_SET_NMEA_UPDATERATE but you can send anything from here to adjust # the GPS module behavior: # https://cdn-shop.adafruit.com/datasheets/PMTK_A11.pdf # Turn on the basic GGA and RMC info (what you typically want) # gps.send_command(b"PMTK314,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0") # Turn on just minimum info (RMC only, location): # gps.send_command(b'PMTK314,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0') # Turn off everything: # gps.send_command(b'PMTK314,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0') # Tuen on everything (not all of it is parsed!) gps.send_command(b'PMTK314,1,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0') # Set update rate to once a second (1hz) which is what you typically want. gps.send_command(b"PMTK220,1000") # Or decrease to once every two seconds by doubling the millisecond value. # Be sure to also increase your UART timeout above! # gps.send_command(b'PMTK220,2000') # You can also speed up the rate, but don't go too fast or else you can lose # data during parsing. This would be twice a second (2hz, 500ms delay): # gps.send_command(b'PMTK220,500') # Main loop runs forever printing data as it comes in timestamp = time.monotonic() while True: #os.system('echo %s|sudo -S %s' % (sudoPassword, permission_command)) if uart.inWaiting: print("in waiting") else: print("not in waiting") if fix.value: print("fix pin is HIGH") else: print("fix pin is LOW") try: data = gps.read(32) # read up to 32 bytes print(data) # this is a bytearray type if data is not None: # convert bytearray to string data_string = "".join([chr(b) for b in data]) print(data_string, end="") if time.monotonic() - timestamp > 5: # every 5 seconds... gps.send_command(b"PMTK605") # request firmware version timestamp = time.monotonic() except Exception as e: print("Exception Caught: " + str(e))
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#!/usr/bin/env python # Copyright (c) 2013, The MITRE Corporation. All rights reserved. # See LICENSE.txt for complete terms. ''' CybOX Common Indicator API An api for creating observables for common indicators: ipv4 addresses, domain names, file hashes, and urls. ''' import sys import uuid from cybox.core import Observables, Observable, Object from cybox.common import Hash from cybox.objects.address_object import Address from cybox.objects.file_object import File from cybox.objects.uri_object import URI def create_ipv4_observable(ipv4_address): '''Create a CybOX Observable representing an IPv4 address''' ipv4_object = Address.from_dict({'address_value': ipv4_address, 'category': Address.CAT_IPV4}) return Observable(ipv4_object) def create_ipv4_list_observables(list_ipv4_addresses): '''Create a list of CybOX Observables, each representing an IPv4 address''' ipv4_objects = [] list_observables = [] for ipv4_address in list_ipv4_addresses: ipv4_object = create_ipv4_object(ipv4_address) observable = Observable(ipv4_object) list_observables.append(observable) return list_observables def create_email_address_observable(email_address): '''Create a CybOX Observable representing an IPv4 address''' email_address_object = Address.from_dict({'address_value': email_address, 'category': Address.CAT_EMAIL}) return Observable(email_address_object) def create_domain_name_observable(domain_name): '''Create a CybOX Observable representing a domain name.''' domain_name_object = URI.from_dict({'value': domain_name, 'type': URI.TYPE_DOMAIN}) return Observable(domain_name_object) def create_file_hash_observable(fn, hash_value): '''Create a CybOX Observable representing a file hash.''' hash_ = Hash(hash_value) file_ = File() file_.file_name = fn file_.add_hash(hash_) return Observable(file_) def create_url_observable(url): url_object = URI.from_dict({'value': url, 'type': URI.TYPE_URL}) return Observable(url_object)
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# LeetCode Solution # Zeyu Liu # 2019.6.12 # 824.Goat Latin from typing import List # method 1 straight forward class Solution: def toGoatLatin(self, S: str) -> str: vowel = ['a', 'e', 'i', 'o', 'u', 'A', 'E', 'I', 'O', 'U'] res = [] S = S.split() for i,v in enumerate(S): if v[0] in vowel: v += 'ma' else: v = v[1:] + v[0] v += 'ma' v += 'a' * (i + 1) res.append(v) return " ".join(res) # transfer method solve = Solution() print(solve.toGoatLatin("I speak Goat Latin")) # method 2 one-line class Solution: def toGoatLatin(self, S: str) -> str: return ' '.join((w if w[0].lower() in 'aeiou' else w[1:] + w[0]) + 'ma' + 'a' * (i + 1) for i, w in enumerate(S.split())) # transfer method solve = Solution() print(solve.toGoatLatin("I speak Goat Latin"))
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import boto3 def get_rds_client(access_key, secret_key, region): return boto3.client( 'rds', region_name=region, aws_access_key_id=access_key, aws_secret_access_key=secret_key) def check_rds_instance_exists(instance_identifier, access_key, secret_key, region): client = get_rds_client(access_key, secret_key, region) try: response = client.describe_db_instances( DBInstanceIdentifier=instance_identifier ) return True if len(response['DBInstances']) else False except: return False def check_rds_option_group_exists(name, access_key, secret_key, region): client = get_rds_client(access_key, secret_key, region) try: response = client.describe_option_groups( OptionGroupName=name ) return True if len(response['OptionGroupsList']) else False except: return False def check_rds_parameter_group_exists(name, access_key, secret_key, region): client = get_rds_client(access_key, secret_key, region) try: response = client.describe_db_parameter_groups( DBParameterGroupName=name ) return True if len(response['DBParameterGroups']) else False except: return False def check_rds_subnet_group_exists(name, access_key, secret_key, region): client = get_rds_client(access_key, secret_key, region) try: response = client.describe_db_subnet_groups( DBSubnetGroupName=name ) return True if len(response['DBSubnetGroups']) else False except: return False
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/primal/src/system/bin-data/lift_over.py
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#!/usr/bin/env python ''' ============================================================ Convert coordinates read from stdin from one human genome build to another. Usage: lift_over.py <from-build> <to-build> stdin line format: chrom bp_in_from_build stdout line format: bp_in_to_build, or '-' if not found Created on February 19, 2014 @author: Oren Livne <livne@uchicago.edu> ============================================================ ''' import sys, traceback, util from pyliftover import LiftOver if __name__ == '__main__': try: src, target = sys.argv[1:3] if src == target: for _, bp in (line.strip().split(' ') for line in sys.stdin): print '%d %d' % (int(bp), int(bp)) else: lo = LiftOver(src, target) for chrom, bp in (line.strip().split(' ') for line in sys.stdin): out = lo.convert_coordinate('chr' + chrom, int(bp)) if not out: print '-' else: print '%d' % (out[0][1],) except: traceback.print_exc(file=sys.stdout) sys.exit(util.EXIT_FAILURE)
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from functools import wraps from flask import session,request,redirect,url_for, abort def login_required(f): @wraps(f) def decorated_function(*args,**kwargs): if session.get('email') is None: return redirect(url_for('user_app.login',next=request.url)) if session.get('userIntId') is None : return redirect(url_for('user_app.login',next=request.url)) return f(*args,**kwargs) return decorated_function def logout_required(f): @wraps(f) def decorated_function(*args, **kwargs): if session.get('email') or session.get('userIntId'): return redirect(url_for('shopping_app.homepage',next=request.url)) return f(*args,**kwargs) return decorated_function
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strangebank/swagger-petstore-perl
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# coding: utf-8 """ No description provided (generated by Swagger Codegen https://github.com/swagger-api/swagger-codegen) # noqa: E501 OpenAPI spec version: 1.0.0 Generated by: https://github.com/swagger-api/swagger-codegen.git """ import pprint import re # noqa: F401 import six class InlineResponse200Data(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 = { 'error_code': 'ErrorCode', 'description': 'Description', 'cursor': 'Cursor', 'has_more': 'HasMore', 'list': 'list[Video]' } attribute_map = { 'error_code': 'error_code', 'description': 'description', 'cursor': 'cursor', 'has_more': 'has_more', 'list': 'list' } def __init__(self, error_code=None, description=None, cursor=None, has_more=None, list=None): # noqa: E501 """InlineResponse200Data - a model defined in Swagger""" # noqa: E501 self._error_code = None self._description = None self._cursor = None self._has_more = None self._list = None self.discriminator = None self.error_code = error_code self.description = description self.cursor = cursor self.has_more = has_more if list is not None: self.list = list @property def error_code(self): """Gets the error_code of this InlineResponse200Data. # noqa: E501 :return: The error_code of this InlineResponse200Data. # noqa: E501 :rtype: ErrorCode """ return self._error_code @error_code.setter def error_code(self, error_code): """Sets the error_code of this InlineResponse200Data. :param error_code: The error_code of this InlineResponse200Data. # noqa: E501 :type: ErrorCode """ if error_code is None: raise ValueError("Invalid value for `error_code`, must not be `None`") # noqa: E501 self._error_code = error_code @property def description(self): """Gets the description of this InlineResponse200Data. # noqa: E501 :return: The description of this InlineResponse200Data. # noqa: E501 :rtype: Description """ return self._description @description.setter def description(self, description): """Sets the description of this InlineResponse200Data. :param description: The description of this InlineResponse200Data. # noqa: E501 :type: Description """ if description is None: raise ValueError("Invalid value for `description`, must not be `None`") # noqa: E501 self._description = description @property def cursor(self): """Gets the cursor of this InlineResponse200Data. # noqa: E501 :return: The cursor of this InlineResponse200Data. # noqa: E501 :rtype: Cursor """ return self._cursor @cursor.setter def cursor(self, cursor): """Sets the cursor of this InlineResponse200Data. :param cursor: The cursor of this InlineResponse200Data. # noqa: E501 :type: Cursor """ if cursor is None: raise ValueError("Invalid value for `cursor`, must not be `None`") # noqa: E501 self._cursor = cursor @property def has_more(self): """Gets the has_more of this InlineResponse200Data. # noqa: E501 :return: The has_more of this InlineResponse200Data. # noqa: E501 :rtype: HasMore """ return self._has_more @has_more.setter def has_more(self, has_more): """Sets the has_more of this InlineResponse200Data. :param has_more: The has_more of this InlineResponse200Data. # noqa: E501 :type: HasMore """ if has_more is None: raise ValueError("Invalid value for `has_more`, must not be `None`") # noqa: E501 self._has_more = has_more @property def list(self): """Gets the list of this InlineResponse200Data. # noqa: E501 由于置顶的原因, list长度可能比count指定的数量多一些或少一些。 # noqa: E501 :return: The list of this InlineResponse200Data. # noqa: E501 :rtype: list[Video] """ return self._list @list.setter def list(self, list): """Sets the list of this InlineResponse200Data. 由于置顶的原因, list长度可能比count指定的数量多一些或少一些。 # noqa: E501 :param list: The list of this InlineResponse200Data. # noqa: E501 :type: list[Video] """ self._list = list 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(InlineResponse200Data, 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, InlineResponse200Data): return False return self.__dict__ == other.__dict__ def __ne__(self, other): """Returns true if both objects are not equal""" return not self == other
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/src/eavatar.x.hub/eavatar/hub/avatar.py
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# -*- coding: utf-8 -*- from __future__ import absolute_import, division, print_function, unicode_literals """ Avatar-specific functionality. """ import json import time import logging import falcon from datetime import datetime, timedelta from cqlengine import columns from cqlengine.models import Model from eavatar.hub.app import api from eavatar.hub import views from eavatar.hub import managers from eavatar.hub.hooks import check_authentication from eavatar.hub.util import crypto, codecs logger = logging.getLogger(__name__) def _default_expired_at(): return datetime.utcnow() + timedelta(seconds=86400) # models # class Avatar(Model): """ Represents anything with an identity that can send or receive messages. """ xid = columns.Text(primary_key=True, partition_key=True) owner_xid = columns.Text(default=None) created_at = columns.DateTime(default=datetime.utcnow) modified_at = columns.DateTime(default=datetime.utcnow) expired_at = columns.DateTime(default=_default_expired_at) # properties = columns.Map(columns.Text, columns.Text) # links = columns.Set(columns.Text) # aliases = columns.Set(columns.Text) class Possession(Model): """ Represents relationship between an avatar and its possessions. """ owner_xid = columns.Text(primary_key=True) avatar_xid = columns.Text(primary_key=True, clustering_order="ASC") @staticmethod def find_possessions(owner_xid): return Possession.objects(owner_xid=owner_xid) # managers # class AvatarManager(managers.BaseManager): model = Avatar def __init__(self): super(AvatarManager, self).__init__(self.model) # views # @falcon.before(check_authentication) class AvatarCollection(views.ResourceBase): def on_get(self, req, resp): """ Gets avatars belongs to the client. :param req: :param resp: :return: """ owner_xid = req.context['client_xid'] qs = Possession.find_possessions(owner_xid) resp.body = views.EMPTY_LIST resp.status = falcon.HTTP_200 def on_put(self, req, resp): try: data = json.load(req.stream) avatar = Avatar(xid=data.get('xid'), kind=data.get('kind')) avatar.save() resp.body = views.RESULT_OK resp.status = falcon.HTTP_200 except Exception, e: logger.error(e) raise @falcon.before(check_authentication) class AvatarResource(views.ResourceBase): def on_get(self, req, resp, avatar_xid): if 'self' == avatar_xid: avatar_xid = req.context['client_xid'] self_link = { "rel": "self", "href": "%s" % (req.uri,) } messages_link = { "rel": "messages", "href": "%s/messages" % (req.uri,), } result = dict( subject="%s" % (req.uri,), aliases=["avatar:%s" % avatar_xid], links=[self_link, messages_link], ) resp.content_type = b"application/jrd+json" resp.data = json.dumps(result) resp.status = falcon.HTTP_200 # routes logger.debug("Binding routes for Avatar module.") _avatar_resource = AvatarResource() api.add_route("/{avatar_xid}", _avatar_resource)
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from .base import * DEBUG = True ALLOWED_HOSTS = ['127.0.0.1'] INSTALLED_APPS += [ 'debug_toolbar' ] MIDDLEWARE += ['debug_toolbar.middleware.DebugToolbarMiddleware',] # DEBUG TOOLBAR SETTINGS DEBUG_TOOLBAR_PANELS = [ 'debug_toolbar.panels.versions.VersionsPanel', 'debug_toolbar.panels.timer.TimerPanel', 'debug_toolbar.panels.settings.SettingsPanel', 'debug_toolbar.panels.headers.HeadersPanel', 'debug_toolbar.panels.request.RequestPanel', 'debug_toolbar.panels.sql.SQLPanel', 'debug_toolbar.panels.staticfiles.StaticFilesPanel', 'debug_toolbar.panels.templates.TemplatesPanel', 'debug_toolbar.panels.cache.CachePanel', 'debug_toolbar.panels.signals.SignalsPanel', 'debug_toolbar.panels.logging.LoggingPanel', 'debug_toolbar.panels.redirects.RedirectsPanel', ] def show_toolbar(request): return True DEBUG_TOOLBAR_CONFIG = { 'INTERCEPT_REDIRECTS': False, 'SHOW_TOOLBAR_CALLBACK': show_toolbar } DATABASES = { 'default': { 'ENGINE': 'django.db.backends.sqlite3', 'NAME': os.path.join(BASE_DIR, 'db.sqlite3'), } } STRIPE_PUBLIC_KEY = 'pk_test_tx8uE8Va8yN3YmRlRZ0fZULC00RLAevl8q' STRIPE_SECRET_KEY = 'sk_test_M6hBTe1EWdJqZplNq23kn54Q00HcSnrNNZ'
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luochun3731/ApiTestEngine
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import os import argparse import logging import unittest import HtmlTestRunner from ate import runner, utils class ApiTestCase(unittest.TestCase): """ create a testcase. """ def __init__(self, test_runner, testcase): super(ApiTestCase, self).__init__() self.test_runner = test_runner self.testcase = testcase def runTest(self): """ run testcase and check result. """ result = self.test_runner.run_test(self.testcase) self.assertEqual(result, (True, [])) def create_suite(testset): """ create test suite with a testset, it may include one or several testcases. each suite should initialize a seperate Runner() with testset config. """ suite = unittest.TestSuite() test_runner = runner.Runner() config_dict = testset.get("config", {}) test_runner.init_config(config_dict, level="testset") testcases = testset.get("testcases", []) for testcase in testcases: if utils.PYTHON_VERSION == 3: ApiTestCase.runTest.__doc__ = testcase['name'] else: ApiTestCase.runTest.__func__.__doc__ = testcase['name'] test = ApiTestCase(test_runner, testcase) suite.addTest(test) return suite def create_task(testcase_path): """ create test task suite with specified testcase path. each task suite may include one or several test suite. """ task_suite = unittest.TestSuite() testsets = utils.load_testcases_by_path(testcase_path) for testset in testsets: suite = create_suite(testset) task_suite.addTest(suite) return task_suite def main(): """ parse command line options and run commands. """ parser = argparse.ArgumentParser( description='Api Test Engine.') parser.add_argument( '--testcase-path', default='testcases', help="testcase file path") parser.add_argument( '--log-level', default='INFO', help="Specify logging level, default is INFO.") parser.add_argument( '--report-name', help="Specify report name, default is generated time.") args = parser.parse_args() log_level = getattr(logging, args.log_level.upper()) logging.basicConfig(level=log_level) testcase_path = args.testcase_path.rstrip('/') task_suite = create_task(testcase_path) output_folder_name = os.path.basename(os.path.splitext(testcase_path)[0]) kwargs = { "output": output_folder_name, "report_name": args.report_name } HtmlTestRunner.HTMLTestRunner(**kwargs).run(task_suite)
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import sys import numpy as np from src.cspace_visualizer import * import os if not os.path.exists("images"): os.makedirs("images") from worlds import manipulator_2dof as World from matplotlib.ticker import MaxNLocator world = World.Manipulator2dof() worldName = world.getName() N = 200 c1 = (0.9,0.9,0.9) c2 = (0.7,0.7,0.7) c3 = (0.5,0.5,0.5) q1 = np.linspace(-np.pi,np.pi,N) q2 = np.linspace(-np.pi,np.pi,N) P1 = [] P2 = [] M = np.zeros((q1.shape[0], q2.shape[0])) for i in range(q1.shape[0]): for j in range(q2.shape[0]): q = np.array((q1[i],q2[j])) if not world.isFeasible(q): M[i,j] = 1 P1 = np.append(P1,q1[i]) P2 = np.append(P2,q2[j]) infeasibleColumns = np.sum(M,axis=1)>=N Q1 = [] Q2 = [] for i in range(q1.shape[0]): for j in range(q2.shape[0]): q = np.array((q1[i],q2[j])) if infeasibleColumns[i]: Q1 = np.append(Q1,q1[i]) Q2 = np.append(Q2,q2[j]) font_size = 25 offset = 0.5 p1 = np.array([0.5,2.57]) p2 = np.array([-1.57,-0.9]) p3 = np.array([2.5,-1.2]) symbol='x' greyshade = 0.75 x1loc= (p1[0]-offset,p1[1]-offset) x2loc= (p2[0]-offset,p2[1]-offset) x3loc= (p3[0]-offset,p3[1]-offset) ########################################################### fig = plt.figure(0) fig.patch.set_facecolor('white') ax = fig.gca() ax.set_xlabel(r'x',fontsize=font_size) ax.set_ylabel(r'y',rotation=1.57,fontsize=font_size) ax.tick_params(axis='both', which='major', pad=15) lim=1.1 plt.axis([-lim,lim,-lim,lim]) world.COLOR = c1 world.plotRobotAtConfig(ax,p1) world.COLOR = c2 world.plotRobotAtConfig(ax,p2) world.COLOR = c3 world.plotRobotAtConfig(ax,p3) w1 = world.getEndeffectorPositions(p1) w2 = world.getEndeffectorPositions(p2) w3 = world.getEndeffectorPositions(p3) yoffset = np.array((0.0,0.1)) xoffset = np.array((0.1,0.0)) ax.annotate(r''+symbol+'_1', w1+yoffset) ax.annotate(r''+symbol+'_2', w2-2*yoffset-2*xoffset) ax.annotate(r''+symbol+'_3', w3+yoffset) world.plotObstacles(ax) plt.savefig("images/"+worldName+"_workspace.png", bbox_inches='tight') ############################################################ fig = plt.figure(1) fig.patch.set_facecolor('white') ax = fig.gca() ax.set_xlabel(r'\theta_1',fontsize=font_size) ax.set_ylabel(r'\theta_2',rotation=1.57,fontsize=font_size) ax.tick_params(axis='both', which='major', pad=15) lim=3.14 plt.axis([-lim,lim,-lim,lim]) ax.annotate(r''+symbol+'_1', x1loc) ax.annotate(r''+symbol+'_2', x2loc) ax.annotate(r''+symbol+'_3', x3loc) plt.plot(p1[0],p1[1],'o',color='black',markersize=10) plt.plot(p2[0],p2[1],'o',color='black',markersize=10) plt.plot(p3[0],p3[1],'o',color='black',markersize=10) plotCSpaceDelaunayGrey(P1,P2,0.15) plt.savefig("images/"+worldName+"_configuration_space.png", bbox_inches='tight') plt.show()
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/toontown/fishing/DistributedFishingTarget.py
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peppythegod/ToontownOnline
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from pandac.PandaModules import * from direct.distributed.ClockDelta import * from direct.interval.IntervalGlobal import * from direct.directnotify import DirectNotifyGlobal from direct.distributed import DistributedNode from direct.fsm import ClassicFSM from direct.fsm import State from direct.directutil import Mopath from toontown.toonbase import ToontownGlobals from direct.actor import Actor import FishingTargetGlobals import random import math from toontown.effects import Bubbles class DistributedFishingTarget(DistributedNode.DistributedNode): notify = DirectNotifyGlobal.directNotify.newCategory( 'DistributedFishingTarget') radius = 2.5 def __init__(self, cr): DistributedNode.DistributedNode.__init__(self, cr) NodePath.__init__(self) self.pond = None self.centerPoint = (0, 0, 0) self.maxRadius = 1.0 self.track = None def generate(self): self.assign(render.attachNewNode('DistributedFishingTarget')) shadow = loader.loadModel('phase_3/models/props/drop_shadow') shadow.setPos(0, 0, -0.10000000000000001) shadow.setScale(0.33000000000000002) shadow.setColorScale(1, 1, 1, 0.75) shadow.reparentTo(self) self.bubbles = Bubbles.Bubbles(self, render) self.bubbles.renderParent.setDepthWrite(0) self.bubbles.start() DistributedNode.DistributedNode.generate(self) def disable(self): if self.track: self.track.finish() self.track = None self.bubbles.destroy() del self.bubbles self.pond.removeTarget(self) self.pond = None DistributedNode.DistributedNode.disable(self) def delete(self): del self.pond DistributedNode.DistributedNode.delete(self) def setPondDoId(self, pondDoId): self.pond = base.cr.doId2do[pondDoId] self.pond.addTarget(self) self.centerPoint = FishingTargetGlobals.getTargetCenter( self.pond.getArea()) self.maxRadius = FishingTargetGlobals.getTargetRadius( self.pond.getArea()) def getDestPos(self, angle, radius): x = radius * math.cos(angle) + self.centerPoint[0] y = radius * math.sin(angle) + self.centerPoint[1] z = self.centerPoint[2] return (x, y, z) def setState(self, stateIndex, angle, radius, time, timeStamp): ts = globalClockDelta.localElapsedTime(timeStamp) pos = self.getDestPos(angle, radius) if self.track and self.track.isPlaying(): self.track.finish() self.track = Sequence( LerpPosInterval( self, time - ts, Point3(*pos), blendType='easeInOut')) self.track.start() def getRadius(self): return self.radius
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#calss header class _CURRYCOMBS(): def __init__(self,): self.name = "CURRYCOMBS" self.definitions = currycomb self.parents = [] self.childen = [] self.properties = [] self.jsondata = {} self.basic = ['currycomb']
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""" You are on the command line of a computer in the root directory and given a list of commands to run. The commands consist of three possible operations, ../ which brings you to the parent directory (or nowhere if you’re already in the root directory), ./ which keeps you in the current directory, and directory_name/ which moves you to a new directory with the specified name (these named directories are guaranteed to always exist). After running all the commands, return the amount of commands required to bring you back to the root directory. Note: The commands must be run in the order they appear in commands. Ex: Given the following commands… commands = ["a/", "b/"], return 2 (we've gone two directories deeper, so we must go backwards two directories which requires 2 commands). Ex: Given the following commands… commands = ["a/", "../"], return 0. """ class Solution: def minOperations(self, commands): count = 0 for command in commands: if command == "../": count -= 1 elif command == "./": continue else: count += 1 return count # Test Cases if __name__ == "__main__": s = Solution() print(s.minOperations(["a/", "b/"])) print(s.minOperations(["a/", "../"]))
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# code: utf-8 from mpl_toolkits.mplot3d import proj3d from matplotlib import animation import matplotlib.pyplot as plt import numpy as np fig = plt.figure() ax = fig.gca(projection='3d') ax.set_aspect("equal") # draw sphere def init(): u, v = np.mgrid[0:2*np.pi:20j, 0:np.pi:10j] x = np.cos(u)*np.sin(v) y = np.sin(u)*np.sin(v) z = np.cos(v) sphere = ax.plot_wireframe(x, y, z, color="r") sphere.__setattr__('target', 1) return sphere def is_target(x, t='target'): return hasattr(x, t) def animate(i): u, v = np.mgrid[0:2*np.pi:20j, 0:np.pi:10j] u += i*5 x = np.cos(u)*np.sin(v) y = np.sin(u)*np.sin(v) z = np.cos(v) ax.findobj(is_target)[0].remove() sphere = ax.plot_wireframe(x, y, z, color="r") sphere.__setattr__('target', 1) return sphere ani = animation.FuncAnimation(fig=fig, func=animate, frames=100, init_func=init, interval=20, blit=False) plt.show()
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# -*- coding: utf-8 -*- # Copyright 2020 Google LLC # # 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. # import abc import typing import pkg_resources import google.auth # type: ignore from google.api_core import gapic_v1 from google.auth import credentials as ga_credentials # type: ignore from google.ads.googleads.v9.resources.types import ( campaign_criterion_simulation, ) from google.ads.googleads.v9.services.types import ( campaign_criterion_simulation_service, ) try: DEFAULT_CLIENT_INFO = gapic_v1.client_info.ClientInfo( gapic_version=pkg_resources.get_distribution("google-ads",).version, ) except pkg_resources.DistributionNotFound: DEFAULT_CLIENT_INFO = gapic_v1.client_info.ClientInfo() class CampaignCriterionSimulationServiceTransport(metaclass=abc.ABCMeta): """Abstract transport class for CampaignCriterionSimulationService.""" AUTH_SCOPES = ("https://www.googleapis.com/auth/adwords",) def __init__( self, *, host: str = "googleads.googleapis.com", credentials: ga_credentials.Credentials = None, client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO, ) -> None: """Instantiate the transport. Args: host (Optional[str]): The hostname to connect to. credentials (Optional[google.auth.credentials.Credentials]): The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. client_info (google.api_core.gapic_v1.client_info.ClientInfo): The client info used to send a user-agent string along with API requests. If ``None``, then default info will be used. Generally, you only need to set this if you're developing your own client library. """ # Save the hostname. Default to port 443 (HTTPS) if none is specified. if ":" not in host: host += ":443" self._host = host # If no credentials are provided, then determine the appropriate # defaults. if credentials is None: credentials, _ = google.auth.default(scopes=self.AUTH_SCOPES) # Save the credentials. self._credentials = credentials # Lifted into its own function so it can be stubbed out during tests. self._prep_wrapped_messages(client_info) def _prep_wrapped_messages(self, client_info): # Precomputed wrapped methods self._wrapped_methods = { self.get_campaign_criterion_simulation: gapic_v1.method.wrap_method( self.get_campaign_criterion_simulation, default_timeout=None, client_info=client_info, ), } def close(self): """Closes resources associated with the transport. .. warning:: Only call this method if the transport is NOT shared with other clients - this may cause errors in other clients! """ raise NotImplementedError() @property def get_campaign_criterion_simulation( self, ) -> typing.Callable[ [ campaign_criterion_simulation_service.GetCampaignCriterionSimulationRequest ], campaign_criterion_simulation.CampaignCriterionSimulation, ]: raise NotImplementedError __all__ = ("CampaignCriterionSimulationServiceTransport",)
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""" 抽象类 / 方法重写 / 多态 实现一个工资结算系统 公司有三种类型的员工 - 部门经理固定月薪12000元/月 - 程序员按本月工作小时数每小时100元 - 销售员1500元/月的底薪加上本月销售额5%的提成 输入员工的信息 输出每位员工的月薪信息 Version: 0.1 Author: LC DateTime:2018年9月18日13:55:50 一加壹博客最Top-一起共创1+1>2的力量!~LC LC博客url: http://oneplusone.top/index.html """ from abc import ABCMeta, abstractmethod class Employee(object, metaclass=ABCMeta): def __init__(self, name): self._name = name @property def name(self): return self._name @abstractmethod def get_salary(self): pass class Manager(Employee): # 想一想: 如果不定义构造方法会怎么样 def __init__(self, name): # 想一想: 如果不调用父类构造器会怎么样 super().__init__(name) def get_salary(self): return 12000 class Programmer(Employee): def __init__(self, name): super().__init__(name) def set_working_hour(self, working_hour): self._working_hour = working_hour def get_salary(self): return 100 * self._working_hour class Salesman(Employee): def __init__(self, name): super().__init__(name) def set_sales(self, sales): self._sales = sales def get_salary(self): return 1500 + self._sales * 0.05 if __name__ == '__main__': emps = [Manager('武则天'), Programmer('狄仁杰'), Salesman('白元芳')] for emp in emps: if isinstance(emp, Programmer): working_hour = int(input('请输入%s本月工作时间: ' % emp.name)) emp.set_working_hour(working_hour) elif isinstance(emp, Salesman): sales = float(input('请输入%s本月销售额: ' % emp.name)) emp.set_sales(sales) print('%s本月月薪为: ¥%.2f元' % (emp.name, emp.get_salary()))
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print('Welcome to the 30 Second Rule Expert') print('------------------------------------') print('Answer the following questions by selecting from among the options.') if input('Did anyone see you? (yes/no)\n')=="yes": if input('Was it a boss/lover/parent? (yes/no)\n')=='yes': if input('Was it expensive? (yes/no)\n')=='yes': if input('Can you cut off the part that touched the floor? (yes/no)\n')=='yes': print('Decision: Eat it.') else: print('Decision: Your call.') else: if input('Is it chocolate? (yes/no)\n')=='yes': print('Decision: Eat it.') else: print("Decision: Don't eat it.") else: print('Decision: Eat it.') else: if input('Was it sticky? (yes/no)\n')=='yes': if input('Is it a raw steak? (yes/no)\n')=='yes': if input('Are you a puma? (yes/no)\n')=='yes': print('Decision: Eat it.') else: print("Decision: Don't eat it.") else: if input('Did the cat lick it? (yes/no)\n')=='yes': if input('Is your cat healthy? (yes/no)\n')=='yes': print('Decision: Eat it.') else: print('Decision: Your call.') else: print('Decision: Eat it.') else: if input('Is it an Emausaurus? (yes/no)\n')=='yes': if input('Are you a Megalosaurus? (yes/no)\n')=='yes': print('Decision: Eat it.') else: print("Decision: Don't eat it.") else: if input('Did the cat lick it? (yes/no)\n')=='yes': if input('Is your cat healthy? (yes/no)\n')=='yes': print('Decision: Eat it.') else: print('Decision: Your call.') else: print('Decision: Eat it.')
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import tensorflow as tf import numpy import matplotlib.pyplot as plt rng = numpy.random # Parameters learning_rate = 0.01 training_epochs = 2000 display_step = 50 # Training Data train_X = numpy.asarray([3.3,4.4,5.5,6.71,6.93,4.168,9.779,6.182,7.59,2.167,7.042,10.791,5.313,7.997,5.654,9.27,3.1]) train_Y = numpy.asarray([1.7,2.76,2.09,3.19,1.694,1.573,3.366,2.596,2.53,1.221,2.827,3.465,1.65,2.904,2.42,2.94,1.3]) n_samples = train_X.shape[0] # tf Graph Input X = tf.placeholder("float") Y = tf.placeholder("float") # Create Model # Set model weights W = tf.Variable(rng.randn(), name="weight") b = tf.Variable(rng.randn(), name="bias") # Construct a linear model activation = tf.add(tf.multiply(X, W), b) # Minimize the squared errors cost = tf.reduce_sum(tf.pow(activation-Y, 2))/(2*n_samples) #L2 loss optimizer = tf.train.GradientDescentOptimizer(learning_rate).minimize(cost) #Gradient descent # Initializing the variables init = tf.global_variables_initializer() # Launch the graph with tf.Session() as sess: sess.run(init) # Fit all training data for epoch in range(training_epochs): for (x, y) in zip(train_X, train_Y): sess.run(optimizer, feed_dict={X: x, Y: y}) #Display logs per epoch step if epoch % display_step == 0: print("Epoch:", '%04d' % (epoch+1), "cost=", "{:.9f}".format(sess.run(cost, feed_dict={X: train_X, Y:train_Y})), "W=", sess.run(W), "b=", sess.run(b)) print("Optimization Finished!") print("cost=", sess.run(cost, feed_dict={X: train_X, Y: train_Y}),"W=", sess.run(W), "b=", sess.run(b)) #Graphic display plt.plot(train_X, train_Y, 'ro', label='Original data') plt.plot(train_X, sess.run(W) * train_X + sess.run(b), label='Fitted line') plt.legend() plt.show()
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from __future__ import annotations import json from functools import wraps from django.db.models import Q from django.http import HttpResponse, JsonResponse from hc.accounts.models import Project from hc.lib.jsonschema import ValidationError, validate def error(msg, status=400): return JsonResponse({"error": msg}, status=status) def authorize(f): @wraps(f) def wrapper(request, *args, **kwds): if "HTTP_X_API_KEY" in request.META: api_key = request.META["HTTP_X_API_KEY"] elif hasattr(request, "json"): api_key = str(request.json.get("api_key", "")) else: api_key = "" if len(api_key) != 32: return error("missing api key", 401) try: request.project = Project.objects.get(api_key=api_key) except Project.DoesNotExist: return error("wrong api key", 401) request.readonly = False request.v = 2 if request.path_info.startswith("/api/v2/") else 1 return f(request, *args, **kwds) return wrapper def authorize_read(f): @wraps(f) def wrapper(request, *args, **kwds): if "HTTP_X_API_KEY" in request.META: api_key = request.META["HTTP_X_API_KEY"] elif hasattr(request, "json"): api_key = str(request.json.get("api_key", "")) else: api_key = "" if len(api_key) != 32: return error("missing api key", 401) write_key_match = Q(api_key=api_key) read_key_match = Q(api_key_readonly=api_key) try: request.project = Project.objects.get(write_key_match | read_key_match) except Project.DoesNotExist: return error("wrong api key", 401) request.readonly = api_key == request.project.api_key_readonly request.v = 2 if request.path_info.startswith("/api/v2/") else 1 return f(request, *args, **kwds) return wrapper def validate_json(schema={"type": "object"}): """Parse request json and validate it against `schema`. Put the parsed result in `request.json`. If schema is None then only parse and check if the root element is a dict. Supports a limited subset of JSON schema spec. """ def decorator(f): @wraps(f) def wrapper(request, *args, **kwds): if request.method == "POST" and request.body: try: request.json = json.loads(request.body.decode()) except ValueError: return error("could not parse request body") else: request.json = {} try: validate(request.json, schema) except ValidationError as e: return error("json validation error: %s" % e) return f(request, *args, **kwds) return wrapper return decorator def cors(*methods): methods = set(methods) methods.add("OPTIONS") methods_str = ", ".join(methods) def decorator(f): @wraps(f) def wrapper(request, *args, **kwds): if request.method == "OPTIONS": # Handle OPTIONS here response = HttpResponse(status=204) elif request.method in methods: response = f(request, *args, **kwds) else: response = HttpResponse(status=405) response["Access-Control-Allow-Origin"] = "*" response["Access-Control-Allow-Headers"] = "X-Api-Key" response["Access-Control-Allow-Methods"] = methods_str response["Access-Control-Max-Age"] = "600" return response return wrapper return decorator
[ "cuu508@gmail.com" ]
cuu508@gmail.com
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/handlers/newpost.py
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SteadBytes/multi-user-blog
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from handlers.blog import BlogHandler from models.blogpost import BlogPost from helpers import * class NewPostHandler(BlogHandler): """Handler for '/blog/newpost'. """ def render_new_post(self, subject="", content="", error=""): self.render("new_post.html.j2", subject=subject, content=content, error=error) @BlogHandler.user_logged_in def get(self): self.render_new_post() @BlogHandler.user_logged_in def post(self): """Gets data from input form. Retrieves post subject and title from input form and creates a new User model then redirects to a permalink for the post. If subject and content are invalid the form is re-loaded with appropriate error messages. """ subject = self.request.get("subject") content = self.request.get("content") if subject and content: post = BlogPost.make(self.user, subject, content) post.put() self.redirect("/blog/%s" % str(post.key().id())) else: error = "Please enter subject and content!" self.render_new_post(subject, content, error)
[ "=" ]
=
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/autouri/metadata.py
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ENCODE-DCC/autouri
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2023-05-12T06:11:00.576561
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"""URIMetadata and helper functions for metadata """ import warnings from base64 import b64decode from binascii import hexlify from collections import namedtuple from datetime import datetime, timezone from dateparser import parse as dateparser_parse from dateutil.parser import parse as dateutil_parse URIMetadata = namedtuple("URIMetadata", ("exists", "mtime", "size", "md5")) def get_seconds_from_epoch(timestamp: str) -> float: """If dateutil.parser.parse cannot parse DST timezones (e.g. PDT, EDT) correctly, then use dateparser.parse instead. """ utc_epoch = datetime(1970, 1, 1, tzinfo=timezone.utc) utc_t = None try: with warnings.catch_warnings(): warnings.simplefilter("ignore") utc_t = dateutil_parse(timestamp) except Exception: pass if utc_t is None or utc_t.tzname() not in ("UTC", "Z"): utc_t = dateparser_parse(timestamp) utc_t = utc_t.astimezone(timezone.utc) return (utc_t - utc_epoch).total_seconds() def base64_to_hex(b: str) -> str: return hexlify(b64decode(b)).decode() def parse_md5_str(raw: str) -> str: """Check if it's based on base64 then convert it to hexadecimal string.""" raw = raw.strip("\"'") if len(raw) == 32: return raw else: try: return base64_to_hex(raw) except Exception: pass
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leepc12@gmail.com
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no_license
Nukemenonai/holbertonschool-interview
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#!/usr/bin/python3 """ utf validator """ def validUTF8(data): """ checks if an array if integers representing a UTF-8 is valid UTF-8 data: list of integers returns: true if valid else 0 """ n_bytes = 0 for num in data: bin_rep = format(num, '#010b')[-8:] if n_bytes == 0: for bit in bin_rep: if bit == '0': break n_bytes += 1 if n_bytes == 0: continue if n_bytes == 1 or n_bytes > 4: return False else: if not (bin_rep[0] == '1' and bin_rep[1] == '0'): return False n_bytes -= 1 return n_bytes == 0
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david.giovanni.ovalle@gmail.com
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jemuelb/programming-python-2
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""" Use multiprocess shared memory objects to communicate. Passed objects are shared, but globals are not on Windows. Last test here reflects common use case: distributing work. """ import os from multiprocessing import Process, Value, Array procs = 3 count = 0 def showdata(label, val, arr): """ print data values in this process """ msg = '%-12s: pid:%4s, global:%s, value:%s, array:%s' print(msg % (label, os.getpid(), count, val.value, list(arr))) def updater(val, arr): """ communicate via shared memory """ global count count += 1 val.value += 1 for i in range(3): arr[i] += 1 if __name__ == '__main__': scalar = Value('i', 0) vector = Array('d', procs) # show start value in parent process showdata('parent start', scalar, vector) # spawn child, pass in shared memory p = Process(target=showdata, args=('child ', scalar, vector)) p.start(); p.join() # pass in shared memory updated in parent, wait for each to finish # each child sees updates in parent so far for args (but not global) print('\nloop1 (updates in parent, serial children)...') for i in range(procs): count += 1 scalar.value += 1 vector[i] += 1 p = Process(target=showdata, args=(('process %s' % i), scalar, vector)) p.start(); p.join # same as prior, but allow children to run in parallel # all see the last iteration's result because all share objects print('\nloop2 (updates in parent, parallel children)...') ps = [] for i in range(procs): count += 1 scalar.value += 1 vector[i] += 1 p = Process(target=showdata, args=(('process %s' % i), scalar, vector)) p.start() ps.append(p) for p in ps: p.join() # shared memory updated in spawned children, wait for each print('\nloop3 (updates in serial children)...') for i in range(procs): p = Process(target=updater, args=(scalar, vector)) p.start() p.join() showdata('parent temp', scalar, vector) # same, but allow children to update in parallel ps = [] print('\nloop4 (updates in parallel children)...') for i in range(procs): p = Process(target=updater, args=(scalar, vector)) p.start() ps.append(p) for p in ps: p.join() # show final results here showdata('parent end', scalar, vector)
[ "jemuelb@gmail.com" ]
jemuelb@gmail.com
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#!/home/hduser/PycharmProjects/DSBQ/venv/bin/python # -*- coding: utf-8 -*- import re import sys from chardet.cli.chardetect import main if __name__ == '__main__': sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0]) sys.exit(main())
[ "mich.talebzadeh@gmail.com" ]
mich.talebzadeh@gmail.com
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BenRStutzman/kattis
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2020-07-15T23:52:45.785021
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import sys def main(): inp = sys.stdin.read().splitlines() P, T = [int(num) for num in inp[0].split()] num_right = 0 for problem in range(1, P * T + 1, T): #print('NEW PROBLEM') for case in range(problem, problem + T): string = inp[case] #print(string) if len(string) > 1 and not string[1:].islower(): break else: num_right += 1 print(num_right) main()
[ "tysorx89@gmail.com" ]
tysorx89@gmail.com
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[]
no_license
zdadadaz/coding_practice
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2021-06-23T17:52:40.149982
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class Solution: def sortColors(self, nums): """ Do not return anything, modify nums in-place instead. """ self.recur(nums,0,len(nums)-1) def recur(self,nums, lt, rt): if lt<rt: print(lt,rt) pivot_idx = self.rearrange(nums, lt, rt) print(pivot_idx) self.recur(nums,lt,pivot_idx-1) self.recur(nums,pivot_idx+1,rt) def rearrange(self,nums, lt, rt): pivot = nums[rt] i = lt-1 for j in range(lt,rt): if nums[j] < pivot: i+=1 nums[i],nums[j] = nums[j],nums[i] i+=1 nums[rt], nums[i] = nums[i], nums[rt] return i # two pointers def sortColors_web(self, nums: List[int]) -> None: """ Do not return anything, modify nums in-place instead. """ lt = 0 rt = len(nums)-1 i=0 while i<=rt: if nums[i]==0: nums[i],nums[lt] = nums[lt],nums[i] lt+=1 i+=1 elif nums[i]==2: nums[i],nums[rt] = nums[rt],nums[i] rt-=1 else: i+=1 sol = Solution() input= [2,0,2,1,1,0] sol.sortColors(input) print(input) # Input: [2,0,2,1,1,0] # Output: [0,0,1,1,2,2] # lt=0,rt=5, pivot=2,lt=6,rt=1,out,swap pivot 5, [0,0,2,1,1,2] (n,n,n,n,n,y) # lt=0,rt=4, pivot=0,lt=2,rt=-1,out,swap pivot 1, [0,0,2,1,1,2] (n,y,n,n,n,y)
[ "zdadadaz5566@gmail.com" ]
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2021-12-21T03:24:31.176090
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"""Wrapping functions to bridge frameworks with DLPack support to TVM""" from .. import ndarray def convert_func(tvm_func, tensor_type, to_dlpack_func): """Convert a tvm function into one that accepts a tensor from another framework, provided the other framework supports DLPACK Parameters ---------- tvm_func: Function Built tvm function operating on arrays tensor_type: Type Type of the tensors of the target framework to_dlpack_func: Function Function to convert the source tensors to DLPACK """ assert callable(tvm_func) def _wrapper(*args): args = tuple(ndarray.from_dlpack(to_dlpack_func(arg))\ if isinstance(arg, tensor_type) else arg for arg in args) return tvm_func(*args) return _wrapper def to_pytorch_func(tvm_func): """Convert a tvm function into one that accepts PyTorch tensors Parameters ---------- tvm_func: Function Built tvm function operating on arrays Returns ------- wrapped_func: Function Wrapped tvm function that operates on PyTorch tensors """ import torch import torch.utils.dlpack return convert_func(tvm_func, torch.Tensor, torch.utils.dlpack.to_dlpack)
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tamercs2005/Python-MySQL-Guide
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2021-05-22T01:01:21.988815
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import mysql.connector myconn = mysql.connector.connect( host="localhost" , user = "root" , passwd = "toor" , database='mydatabase' ) mycursor = myconn.cursor() # mycursor.execute(" ALTER TABLE movies ADD COLUMN language VARCHAR(30)") mycursor.execute(" ALTER TABLE movies CHANGE language language VARCHAR(50)") myconn.commit()
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pythondeveloper6@gmail.com
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[]
no_license
mnihatyavas/Python-uygulamalar
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refs/heads/master
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# coding:iso-8859-9 Türkçe # p_20702.py: Grafik sınıfıyla, yumru, bağlantı, izole, yeni yumru ve bağlantı ekleme örneği. class Grafik (object): def __init__ (self, grafikSözlüğü=None): if grafikSözlüğü == None: grafikSözlüğü = {} self.__grafikSözlüğü = grafikSözlüğü def yumrular (self): return list (self.__grafikSözlüğü.keys() ) def yumruEkle (self, yumru): if yumru not in self.__grafikSözlüğü: self.__grafikSözlüğü[yumru] = [] def bağlantılar (self): return self.bağlantılarıKur() def bağlantılarıKur (self): bağlantılar = [] for yumru in self.__grafikSözlüğü: for komşu in self.__grafikSözlüğü[yumru]: if {komşu, yumru} not in bağlantılar: bağlantılar.append ({yumru, komşu}) return bağlantılar def bağlantıEkle (self, bağlantı): bağlantı = set (bağlantı) (yumru1, yumru2) = tuple (bağlantı) if yumru1 in self.__grafikSözlüğü: self.__grafikSözlüğü[yumru1].append (yumru2) else: self.__grafikSözlüğü[yumru1] = [yumru2] def patikaBul (self, ilkYumru, sonYumru, patika=None): if patika == None: patika = [] grafik = self.__grafikSözlüğü patika = patika + [ilkYumru] if ilkYumru == sonYumru: return patika if ilkYumru not in grafik: return None for yumru in grafik[ilkYumru]: if yumru not in patika: eklenenPatika = self.patikaBul (yumru, sonYumru, patika) if eklenenPatika: return eklenenPatika return None def tümPatikalarıBul (self, ilkYumru, sonYumru, patika=[]): grafik = self.__grafikSözlüğü patika = patika + [ilkYumru] if ilkYumru == sonYumru: return [patika] if ilkYumru not in grafik: return [] patikalar = [] for yumru in grafik[ilkYumru]: if yumru not in patika: eklenenPatika = self.tümPatikalarıBul (yumru, sonYumru, patika) for p in eklenenPatika: patikalar.append (p) return patikalar def __str__ (self): sonuç = "Yumrular: " for y in self.__grafikSözlüğü: sonuç += str (y) + " " sonuç += "\nBağlantılar: " for b in self.bağlantılarıKur(): sonuç += str (b) + " " return sonuç # Sonraki örneklerin eklenti fonksiyonları... def yumruDerecesi (self, yumru): komşuYumrular = self.__grafikSözlüğü[yumru] derece = len (komşuYumrular) + komşuYumrular.count (yumru) return derece def izoleYumrular (self): grafik = self.__grafikSözlüğü izoleListesi = [] for yumru in grafik: if not grafik[yumru]: izoleListesi += [yumru] return izoleListesi def asgariDerece (self): asgari = 100000000 for yumru in self.__grafikSözlüğü: yumruDerecesi = self.yumruDerecesi (yumru) if yumruDerecesi < asgari: asgari = yumruDerecesi return asgari def azamiDerece (self): azami = 0 for yumru in self.__grafikSözlüğü: yumruDerecesi = self.yumruDerecesi (yumru) if yumruDerecesi > azami: azami = yumruDerecesi return azami def dereceSilsilesi (self): silsileListesi = [] for yumru in self.__grafikSözlüğü: silsileListesi.append (self.yumruDerecesi (yumru)) silsileListesi.sort (reverse = True) return tuple (silsileListesi) @staticmethod def erdoes_gallai (silsile): if sum (silsile) % 2: return False for k in range (1, len (silsile) + 1): sol = sum (silsile[:k]) sağ = k * (k-1) + sum ([min (x, k) for x in silsile[k:]]) if sol > sağ: return False return True def yoğunluk (self): g = self.__grafikSözlüğü Y = len (g.keys()) B = len (self.bağlantılar()) return 2.0 * B / (Y *(Y - 1)) # Bağlantı yoğunluğu [0->1] arasıdır... def bağlantılıMı (self, bağlantılıYumrular = None, ilkYumru=None): if bağlantılıYumrular is None: bağlantılıYumrular = set() gSöz = self.__grafikSözlüğü yumrular = list (gSöz.keys()) if not ilkYumru: # İlk yumru belirtilmemişse, 0.yumruyu seç... ilkYumru = yumrular[0] bağlantılıYumrular.add (ilkYumru) if len (bağlantılıYumrular) != len (yumrular): for yumru in gSöz[ilkYumru]: if yumru not in bağlantılıYumrular: if self.bağlantılıMı (bağlantılıYumrular, yumru): return True else: return True return False def grafiğinÇapı (self): y = self.yumrular() çiftlerListesi = [(y[i], y[j]) for i in range (len (y) - 1) for j in range (i+1, len (y))] enkısaYol = [] for (y1, y2) in çiftlerListesi: patikalar = self.tümPatikalarıBul (y1, y2) enkısası = sorted (patikalar, key=len)[0] enkısaYol.append (enkısası) enkısaYol.sort (key=len) grafiğinÇapı = len (enkısaYol[-1]) - 1 # Artan sıralamada son yol enuzunudur... return grafiğinÇapı if __name__ == "__main__": g = { "a" : ["d"], "b" : ["c"], "c" : ["b", "c", "d", "e"], "d" : ["a", "c"], "e" : ["c"], "f" : [], "g" : [] } grafik = Grafik (g) print ("Grafiğin mevcut yumruları:") print (grafik.yumrular()) print ("Grafiğin mevcut bağlantıları:") print (grafik.bağlantılar()) print ("Yeni bir yumru 'z' ekle:") grafik.yumruEkle ("z") print ("Grafiğin ilk güncel yumruları:") print (grafik.yumrular()) print ("Yeni bir bağlantı {'a', 'z'} ekle:") grafik.bağlantıEkle ({"a", "z"}) print ("Grafiğin ikinci güncel yumruları:") print (grafik.yumrular() ) print ("Grafiğin ikinci güncel bağlantıları:") print (grafik.bağlantılar()) print ('Yeni bağlantılı iki yumru {"x","y"} ekle:') grafik.bağlantıEkle ({"x", "y"}) grafik.yumruEkle ("x") print ("Grafiğin son yumruları:") print (grafik.yumrular()) print ("Grafiğin son bağlantıları:") print (grafik.bağlantılar()) """Çıktı: >python p_20702.py Grafiğin mevcut yumruları: ['a', 'b', 'c', 'd', 'e', 'f', 'g'] Grafiğin mevcut bağlantıları: [{'a', 'd'}, {'b', 'c'}, {'c'}, {'c', 'd'}, {'c', 'e'}] Yeni bir yumru 'z' ekle: Grafiğin ilk güncel yumruları: ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'z'] Yeni bir bağlantı {'a', 'z'} ekle: Grafiğin ikinci güncel yumruları: ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'z'] Grafiğin ikinci güncel bağlantıları: [{'a', 'd'}, {'b', 'c'}, {'c'}, {'c', 'd'}, {'c', 'e'}, {'z', 'a'}] Yeni bağlantılı iki yumru {"x","y"} ekle: Grafiğin son yumruları: ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'z', 'x'] Grafiğin son bağlantıları: [{'a', 'd'}, {'b', 'c'}, {'c'}, {'c', 'd'}, {'c', 'e'}, {'z', 'a'}, {'x', 'y'}] """
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""" 古代的秤,一斤十六两。 在终端中获取两,计算几斤零几两。 """ total_liang = int(input("请输入两:")) jin = total_liang // 16 liang = total_liang % 16 print(str(jin) + "斤零" + str(liang) + "两")
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class Solution(object): # brutal force def sortedSquares(self, A): res = [] for a in A: a *= a res.append(a) return sorted(res) def sortedSquares2(self, A): l = 0 r = len(A) - 1 res = [] while l <= r: if A[l] * A[l] > A[r] * A[r]: res.append(A[l] * A[l]) l += 1 else: res.append(A[r] * A[r]) r -= 1 return res[::-1] test = Solution() print test.sortedSquares2([-7,-3,2,3,11])
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class User(): """A class that models a user for an online forum""" def __init__(self, f_name, l_name, age, city, hometown, *languages): """Constructor - creates attributes, initialises them""" self.first_name = f_name; self.last_name = l_name; self.age = age self.city = city self.hometown = hometown self.languages = languages #languages is a tuple def describe_user(self): """Prints all information about user as a neatly formatted string""" print("Name:\t" + self.first_name.title() + " " + self.last_name.title()) print("Age:\t" + str(self.age)) print("City:\t" + self.city) print("Hometown:\t" + self.hometown) print("Languages:\t" + str(self.languages)) def greet_user(self): """Displays a personalised greeting for the user""" print("Hello, " + self.first_name.title() + "! Welcome back!") class Admin(User): """A specialised version of the User class for forum administrators""" def __init__(self, f_name, l_name, age, city, hometown, *languages): """Initialises superclass attributes, then inits privileges""" super().__init__(f_name, l_name, age, city, hometown, *languages) self.privileges = ["can add post", "can delete post", "can ban user"] def show_privileges(self): print("This admin has the following privileges.") for privilege in self.privileges: print(" -" + privilege) #Creating an instance of the Admin class spez = Admin("Alex", "Ohanian", 31, "San Francisco", "Los Angeles", "English", "Spanish", "German") spez.describe_user() spez.show_privileges()
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#!/usr/bin/env python2 # -*- coding: utf-8 -*- """ Created on Sun May 7 10:19:34 2017 @author: zhangchi """ class Solution(object): def minDistance(self, height, width, tree, squirrel, nuts): """ :type height: int :type width: int :type tree: List[int] :type squirrel: List[int] :type nuts: List[List[int]] :rtype: int """ result = 0 distance1 = [] distance2 = [] for a,b in nuts: temp1 = abs(a-tree[0]) + abs(b-tree[1]) result += temp1 distance1.append(temp1) temp2 = abs(a-squirrel[0]) + abs(b-squirrel[1]) distance2.append(temp2) temp = -float('inf') for a,b in zip(distance1,distance2): temp = max(temp,a-b) return 2*result-temp s = Solution() print s.minDistance(5,7,[2,2],[4,4],[[3,0]])
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''' 1365. How Many Numbers Are Smaller Than the Current Number Given the array nums, for each nums[i] find out how many numbers in the array are smaller than it. That is, for each nums[i] you have to count the number of valid j's such that j != i and nums[j] < nums[i]. Return the answer in an array. Example 1: Input: nums = [8,1,2,2,3] Output: [4,0,1,1,3] Explanation: For nums[0]=8 there exist four smaller numbers than it (1, 2, 2 and 3). For nums[1]=1 does not exist any smaller number than it. For nums[2]=2 there exist one smaller number than it (1). For nums[3]=2 there exist one smaller number than it (1). For nums[4]=3 there exist three smaller numbers than it (1, 2 and 2). Example 2: Input: nums = [6,5,4,8] Output: [2,1,0,3] Example 3: Input: nums = [7,7,7,7] Output: [0,0,0,0] Constraints: 2 <= nums.length <= 500 0 <= nums[i] <= 100 ''' class Solution(object): def smallerNumbersThanCurrent(self, nums): """ :type nums: List[int] :rtype: List[int] """ index_dict = {} sorted_nums = sorted(nums) size = len(nums) for index in range(size): if index_dict.has_key(sorted_nums[index]): pass else: index_dict[sorted_nums[index]] = index result = [] for num in nums: result.append(index_dict[num]) return result
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#!/usr/bin/env python """ S. Ryley proved following theorem in 1825: Every rational number can be expressed as a sum of three rational cubes. Challenge Given some rational number r∈Q find three rational numbers a,b,c∈Q such that r=a^3+b^3+c^3. Details Your submission should be able to compute a solution for every input given enough time and memory, that means having for instance two 32-bit int representing a fraction is not sufficient. 30 = 3982933876681^3 - 636600549515^3 - 3977505554546^3 52 = 60702901317^3 + 23961292454^3 - 61922712865^3 307/1728 = (1/2)^3 + (1/3)^3 + (1/4)^3 0 = 0^3 + 0^3 + 0^3 1 = (1/2)^3 + (2/3)^3 + (5/6)^3 42 = (1810423/509232)^3 + (-14952/10609)^3 + (-2545/4944)^3 """ from sympy import Rational """ @alephalpha This formula is given in: Richmond, H. (1930). On Rational Solutions of x^3+y^3+z^3=R. Proceedings of the Edinburgh Mathematical Society, 2(2), 92-100. """ def ryley(r): a = (27*r**3 + 1) / (27*r**2 - 9*r + 3) b = (-27*r**3 + 9*r - 1) / (27*r**2 - 9*r + 3) c = (-27*r**2 + 9*r) / (27*r**2 - 9*r + 3) return (a, b, c) def test(s): r = Rational(s) (a, b, c) = ryley(r) print("%s = (%s)**3 + (%s)**3 + (%s)**3" % (r, a, b, c)) assert(a**3 + b**3 + c**3 == r) def main(): test("30") test("52") test("307/1728") test("0") test("1") test("42") main()
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# # abc_register.py # # # Registering a Concrete Class # # There are two ways to indicate that a concrete class implements an abstract API: either explicitly register the class # # or create a new subclass directly from the abstract base. Use the register() class method as a decorator on a concrete # # class to add it explicitly when the class provides the required API, but is not part of the inheritance tree of the # # abstract base class. # # ______ a.. # ____ a_001_abc_base ______ P.. # # # c_ LocalBaseClass # p.. # # # ??.? # registration # c_ RegisteredImplementation L.. # # ___ load input # r_ i__.r.. # # ___ save output data # r_ o__.w.. d.. # # # __ ______ __ _____ # print('Subclass:', iss..(R.. # P.. # print('Instance:', isi..(R.. # P.. # # # # $ python3 abc_register.py # # # # Subclass: True # # Instance: True # # # In this example the RegisteredImplementation is derived from LocalBaseClass, but is registered as implementing # # the PluginBase API so issubclass() and isinstance() treat it as though it is derived from PluginBase. # # python2 # # # import abc # # from abc_base import PluginBase # # # # # # class RegisteredImplementation(object): # # # # def load(self, input): # # return input.read() # # # # def save(self, output, data): # # return output.write(data) # # # # # # PluginBase.register(RegisteredImplementation) # # # # if __name__ == '__main__': # # print 'Subclass:', issubclass(RegisteredImplementation, PluginBase) # # print 'Instance:', isinstance(RegisteredImplementation(), PluginBase)
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import _plotly_utils.basevalidators class TextangleValidator(_plotly_utils.basevalidators.AngleValidator): def __init__(self, plotly_name="textangle", parent_name="histogram", **kwargs): super(TextangleValidator, self).__init__( plotly_name=plotly_name, parent_name=parent_name, edit_type=kwargs.pop("edit_type", "plot"), **kwargs )
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# 특정 원소가 속한 집합을 찾기 def find_parent(parent, x): # 루트 노드가 아니라면, 루트 노드를 찾을 때까지 재귀적으로 호출 if parent[x] != x: parent[x] = find_parent(parent, parent[x]) return parent[x] # 두 원소가 속한 집합을 합치기 def union_parent(parent, a, b): a = find_parent(parent, a) b = find_parent(parent, b) if a < b: parent[b] = a else: parent[a] = b # 노드의 개수와 간선(union 연산)의 개수 입력받기 v, e = map(int,input().split()) parent = [0] * (v + 1) # 부모 테이블 초기화 # 모든 간선을 담을 리스트와 최종 비용을 담을 변수 edges = [] result = 0 # 부모 테이블상에서, 부모를 자기 자신으로 초기화 for i in range(1, v + 1): parent[i] = i # 모든 간선에 대한 정보를 입력받기 for i in range(e): a, b, cost = map(int, input().split()) # 비용순으로 정렬하기 위해서 튜플의 첫 번째 원소를 비용으로 설정 edges.append((cost, a, b)) # 간선을 비용순으로 정렬 edges.sort() # 간선을 하나씩 확인하며 for edge in edges: cost, a, b = edge #사이클이 발생하지 않는 경우에만 집합에 포함 if find_parent(parent, a) != find_parent(parent, b): union_parent(parent, a, b) result+=cost print(result)
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/src/compas_ghpython/artists/lineartist.py
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from __future__ import print_function from __future__ import absolute_import from __future__ import division import compas_ghpython from compas_ghpython.artists.primitiveartist import PrimitiveArtist __all__ = ['LineArtist'] class LineArtist(PrimitiveArtist): """Artist for drawing lines. Parameters ---------- primitive : :class:`compas.geometry.Line` A COMPAS line. Other Parameters ---------------- See :class:`compas_ghpython.artists.PrimitiveArtist` for all other parameters. Examples -------- >>> """ def draw(self): """Draw the line. Returns ------- list of :class:`Rhino.Geometry.Line` """ start = list(self.primitive.start) end = list(self.primitive.end) lines = [{'start': start, 'end': end}] return compas_ghpython.draw_lines(lines) # ============================================================================== # Main # ============================================================================== if __name__ == "__main__": pass
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vanmelet@ethz.ch
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/starnavi_task/settings.py
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""" Django settings for starnavi_task project. Generated by 'django-admin startproject' using Django 2.1.7. For more information on this file, see https://docs.djangoproject.com/en/2.1/topics/settings/ For the full list of settings and their values, see https://docs.djangoproject.com/en/2.1/ref/settings/ """ import os import environ import datetime # Build paths inside the project like this: os.path.join(BASE_DIR, ...) BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) ROOT_DIR = environ.Path(__file__) - 2 env = environ.Env( DJANGO_DEBUG=(bool, False), DJANGO_SECRET_KEY=(str, 'CHANGEME!!!e8!1671ifpp362f9gbd3v@e($0_flznbb3fa2d4zg7zn@%yyk2'), DJANGO_ALLOWED_HOSTS=(list, []), DJANGO_STATIC_ROOT=(str, str(ROOT_DIR('static'))), DJANGO_MEDIA_ROOT=(str, str(ROOT_DIR('media'))), DJANGO_DATABASE_URL=(str, 'postgres://{USER}:{PASSWORD}@{HOST}:{PORT}/{DB_NAME}'), CLEARBIT_API_SECRET_KEY=(str, 'CLEARBIT_API_SECRET_KEY'), HUNTER_API_SECRET_KEY=(str, 'HUNTER_API_SECRET_KEY'), HUNTER_VERIFICATION_LIMIT=(str, 'HUNTER_VERIFICATION_LIMIT') ) environ.Env.read_env(env_file=os.path.join(str(ROOT_DIR), '.env')) # Quick-start development settings - unsuitable for production # See https://docs.djangoproject.com/en/2.1/howto/deployment/checklist/ # SECURITY WARNING: keep the secret key used in production secret! SECRET_KEY = env.str("DJANGO_SECRET_KEY") # SECURITY WARNING: don't run with debug turned on in production! DEBUG = env.bool("DJANGO_DEBUG") ALLOWED_HOSTS = env.list("DJANGO_ALLOWED_HOSTS") # Application definition DJANGO_APPS = [ 'django.contrib.admin', 'django.contrib.auth', 'django.contrib.contenttypes', 'django.contrib.sessions', 'django.contrib.messages', 'django.contrib.staticfiles', ] THIRD_PARTY_APPS = [ 'rest_framework', 'djoser' ] LOCAL_APPS = [ 'posts', 'users' ] INSTALLED_APPS = DJANGO_APPS + THIRD_PARTY_APPS + LOCAL_APPS 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 = 'starnavi_task.urls' TEMPLATES = [ { 'BACKEND': 'django.template.backends.django.DjangoTemplates', 'DIRS': [os.path.join(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 = 'starnavi_task.wsgi.application' # Database # https://docs.djangoproject.com/en/2.1/ref/settings/#databases DATABASES = { # 'default': { # 'ENGINE': 'django.db.backends.sqlite3', # 'NAME': os.path.join(BASE_DIR, 'db.sqlite3'), # }, 'default': env.db('DJANGO_DATABASE_URL') } # Password validation # https://docs.djangoproject.com/en/2.1/ref/settings/#auth-password-validators 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', }, ] # Internationalization # https://docs.djangoproject.com/en/2.1/topics/i18n/ LANGUAGE_CODE = 'en-us' TIME_ZONE = 'UTC' USE_I18N = True USE_L10N = True USE_TZ = True # Static files (CSS, JavaScript, Images) # https://docs.djangoproject.com/en/2.1/howto/static-files/ STATIC_URL = '/static/' STATIC_ROOT = env.str("DJANGO_STATIC_ROOT") MEDIA_ROOT = env.str("DJANGO_MEDIA_ROOT") REST_FRAMEWORK = { 'DEFAULT_RENDERER_CLASSES': ( 'rest_framework.renderers.JSONRenderer', 'rest_framework.renderers.BrowsableAPIRenderer', ), 'DEFAULT_PARSER_CLASSES': ( 'rest_framework.parsers.JSONParser', 'rest_framework.parsers.FormParser', 'rest_framework.parsers.MultiPartParser' ), 'DEFAULT_AUTHENTICATION_CLASSES': ( 'rest_framework.authentication.TokenAuthentication', 'rest_framework_simplejwt.authentication.JWTAuthentication', 'rest_framework.authentication.SessionAuthentication', 'rest_framework.authentication.BasicAuthentication' ), 'DEFAULT_PERMISSION_CLASSES': ( 'rest_framework.permissions.AllowAny', ), } SIMPLE_JWT = { 'AUTH_HEADER_TYPES': ('JWT',), # 'JWT_EXPIRATION_DELTA': datetime.timedelta(minutes=30) } APPEND_SLASH = False CLEARBIT_API_SECRET_KEY = env.str("CLEARBIT_API_SECRET_KEY") HUNTER_IS_ACTIVE = False HUNTER_API_SECRET_KEY = env.str("HUNTER_API_SECRET_KEY") HUNTER_VERIFICATION_LIMIT = env.int("HUNTER_VERIFICATION_LIMIT")
[ "chumachenko.sergiy@gmail.com" ]
chumachenko.sergiy@gmail.com
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[]
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from pymysql import connect # 链接数据库 conn = connect(host='172.16.20.46', port=3306, user='root', password='123456', database='jing_dong', charset='utf8') # 获取cursor对象 cs1 = conn.cursor() # sql注入 # # 执行select语句 # cs1.execute('select * from goods;') # # print(row) # for row in cs1.fetchall(): # print(row) # 插入数据 cs1.execute('insert into goods_cates (name) values ("硬盘")') # 插入数据需要提交 conn.commit() # 删除数据 # conn.rollback() # 关闭cursor和链接 cs1.close() conn.close()
[ "sbfgeyygy@126.com" ]
sbfgeyygy@126.com
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/q2_diversity/tests/test_beta_correlation.py
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refs/heads/master
2023-06-27T19:16:48.985517
2018-08-31T21:56:10
2018-08-31T21:56:10
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# ---------------------------------------------------------------------------- # Copyright (c) 2016-2018, QIIME 2 development team. # # Distributed under the terms of the Modified BSD License. # # The full license is in the file LICENSE, distributed with this software. # ---------------------------------------------------------------------------- import unittest import skbio import pandas as pd import qiime2 from qiime2 import Artifact from qiime2.plugin.testing import TestPluginBase class BetaCorrelationTests(TestPluginBase): package = 'q2_diversity' def setUp(self): super().setUp() self.beta_correlation = self.plugin.pipelines['beta_correlation'] dm = skbio.DistanceMatrix([[0, 1, 2], [1, 0, 1], [2, 1, 0]], ids=['sample1', 'sample2', 'sample3']) self.dm = Artifact.import_data('DistanceMatrix', dm) self.md = qiime2.NumericMetadataColumn( pd.Series([1, 2, 3], name='number', index=pd.Index(['sample1', 'sample2', 'sample3'], name='id'))) def test_execution(self): # does it run? self.beta_correlation(self.md, self.dm) def test_outputs(self): result = self.beta_correlation(self.md, self.dm) # correct number of outputs? self.assertEqual(2, len(result)) # correct types? self.assertEqual('DistanceMatrix', str(result.metadata_distance_matrix.type)) self.assertEqual('Visualization', str(result.mantel_scatter_visualization.type)) if __name__ == '__main__': unittest.main()
[ "matthewrdillon@gmail.com" ]
matthewrdillon@gmail.com
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/stock/industry/tonghuashun_industry-master/industry_current.py
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[]
no_license
hong0396/start_up_git
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refs/heads/master
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#coding:utf-8 from requests.exceptions import RequestException from bs4 import BeautifulSoup from selenium import webdriver from sqlalchemy import create_engine import datetime import pymysql import requests import pandas as pd import time import random import re #获取动态cookies def get_cookie(): options = webdriver.ChromeOptions() options.add_argument('headless') driver=webdriver.Chrome(chrome_options=options) url="http://q.10jqka.com.cn/thshy/" driver.get(url) # 获取cookie列表 cookie=driver.get_cookies() driver.close() return cookie[0]['value'] #获取网页详情页 def get_page_detail(url): headers = {'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/68.0.3440.106 Safari/537.36', 'Referer':'http://q.10jqka.com.cn/thshy/detail', 'Cookie':'v={}'.format(get_cookie()) } try: response = requests.get(url,headers =headers) if response.status_code == 200: return response.content return None except RequestException: print('请求页面失败',url) return None #获取行业列表 名称title、代码code、链接url def get_industry_list(url): html = get_page_detail(url).decode('gbk') soup = BeautifulSoup(html,'lxml') industry_list = soup.select('.cate_items > a') for industry in industry_list: yield { 'title':industry.get_text(), 'code':industry.get('href').split('/')[-2], 'url':industry.get('href') } #获取行业最新数据 def get_instury_current(code,year): url = 'http://d.10jqka.com.cn/v4/line/bk_{}/01/{}.js'.format(code,year) html = get_page_detail(url).decode('gbk') pattern = re.compile('{"data":"(.*?)"}',re.S) instury = re.findall(pattern,html)[0].replace(';','').split(',') i = len(instury)-8 yield { 'code':code, 'date':instury[i], 'open_price':instury[i+1], 'high_price':instury[i+2], 'low_price':instury[i+3], 'close_price':instury[i+4], 'volume':instury[i+5], 'amount':instury[i+6] } def save_to_mysql(code,year): industry_current_info = get_instury_current(code,year) industry_current_df = pd.DataFrame(industry_current_info) print(industry_current_df.head(5)) engine = create_engine('mysql://liangzhi:liangzhi123@192.168.2.52/financial_data?charset=utf8') industry_current_df.to_sql('industry_history', engine, if_exists='append') def main(): engine = create_engine('mysql://liangzhi:liangzhi123@192.168.2.52/financial_data?charset=utf8') instury_index_url = 'http://q.10jqka.com.cn/thshy/' industry_index_info = get_industry_list(instury_index_url) year =datetime.date.today().year for i in industry_index_info: code = i['code'] save_to_mysql(code,year) time.sleep(random.randint(0,5)) if __name__ == '__main__': main()
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############################################################################## # Parte do livro Introdução à Programação com Python # Autor: Nilo Ney Coutinho Menezes # Editora Novatec (c) 2010-2019 # Primeira edição - Novembro/2010 - ISBN 978-85-7522-250-8 # Segunda edição - Junho/2014 - ISBN 978-85-7522-408-3 # Terceira edição - Janeiro/2019 - ISBN 978-85-7522-718-3 # Site: http://python.nilo.pro.br/ # # Arquivo: listagem3\capítulo 02\02.22.py # Descrição: ############################################################################## salário = 1500 aumento = 5 print(salário + (salário * aumento / 100))
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import imp_unittest, unittest import wtc import wx import random try: import numpy as np haveNumpy = True except ImportError: haveNumpy = False #--------------------------------------------------------------------------- w = 600 h = 400 num = 500 colornames = ["BLACK", "BLUE", "BLUE VIOLET", "BROWN", "CYAN", "DARK GREY", "DARK GREEN", "GOLD", "GREY", "GREEN", "MAGENTA", "NAVY", "PINK", "RED", "SKY BLUE", "VIOLET", "YELLOW", ] pencache = {} brushcache = {} def makeRandomPoints(): pnts = [] for i in range(num): x = random.randint(0, w) y = random.randint(0, h) pnts.append( (x,y) ) return pnts def makeRandomLines(): lines = [] for i in range(num): x1 = random.randint(0, w) y1 = random.randint(0, h) x2 = random.randint(0, w) y2 = random.randint(0, h) lines.append( (x1,y1, x2,y2) ) return lines def makeRandomRectangles(): rects = [] for i in range(num): W = random.randint(10, w/2) H = random.randint(10, h/2) x = random.randint(0, w - W) y = random.randint(0, h - H) rects.append( (x, y, W, H) ) return rects def makeRandomPolygons(): Np = 8 # number of points per polygon polys = [] for i in range(num): poly = [] for i in range(Np): x = random.randint(0, w) y = random.randint(0, h) poly.append( (x,y) ) polys.append( poly ) return polys def makeRandomText(): Np = 8 # number of characters in text text = [] for i in range(num): word = [] for i in range(Np): c = chr( random.randint(48, 122) ) word.append( c ) text.append( "".join(word) ) return text def makeRandomColors(): colors = [] for i in range(num): c = random.choice(colornames) colors.append(wx.Colour(c)) return colors def makeRandomPens(): pens = [] for i in range(num): c = random.choice(colornames) t = random.randint(1, 4) if (c,t) not in pencache: pencache[(c, t)] = wx.Pen(c, t) pens.append( pencache[(c, t)] ) return pens def makeRandomBrushes(): brushes = [] for i in range(num): c = random.choice(colornames) if c not in brushcache: brushcache[c] = wx.Brush(c) brushes.append( brushcache[c] ) return brushes #--------------------------------------------------------------------------- class dcDrawLists_Tests(wtc.WidgetTestCase): def test_dcDrawPointLists(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetPen(wx.Pen("BLACK", 1)) pens = makeRandomPens() dc.DrawPointList(makeRandomPoints()) dc.DrawPointList(makeRandomPoints(), wx.Pen("RED", 1)) dc.DrawPointList(makeRandomPoints(), pens) del dc @unittest.skipIf(not haveNumpy, "Numpy required for this test") def test_dcDrawPointArray(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetPen(wx.Pen("BLACK", 1)) pens = makeRandomPens() dc.DrawPointList(np.array(makeRandomPoints())) dc.DrawPointList(np.array(makeRandomPoints()), wx.Pen("RED", 1)) dc.DrawPointList(np.array(makeRandomPoints()), pens) del dc def test_dcDrawLineLists(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetPen(wx.Pen("BLACK", 1)) pens = makeRandomPens() dc.DrawLineList(makeRandomLines()) dc.DrawLineList(makeRandomLines(), wx.Pen("RED", 2)) dc.DrawLineList(makeRandomLines(), pens) del dc def test_dcDrawRectangleLists(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetPen(wx.Pen("BLACK", 1)) dc.SetBrush( wx.Brush("RED") ) pens = makeRandomPens() brushes = makeRandomBrushes() dc.DrawRectangleList(makeRandomRectangles()) dc.DrawRectangleList(makeRandomRectangles(),pens) dc.DrawRectangleList(makeRandomRectangles(),pens[0],brushes) dc.DrawRectangleList(makeRandomRectangles(),pens,brushes[0]) dc.DrawRectangleList(makeRandomRectangles(),None,brushes) del dc @unittest.skipIf(not haveNumpy, "Numpy required for this test") def test_dcDrawRectangleArray(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetPen(wx.Pen("BLACK", 1)) dc.SetBrush( wx.Brush("RED") ) pens = makeRandomPens() brushes = makeRandomBrushes() dc.DrawRectangleList(np.array(makeRandomRectangles())) dc.DrawRectangleList(np.array(makeRandomRectangles()),pens) dc.DrawRectangleList(np.array(makeRandomRectangles()),pens[0],brushes) dc.DrawRectangleList(np.array(makeRandomRectangles()),pens,brushes[0]) dc.DrawRectangleList(np.array(makeRandomRectangles()),None,brushes) del dc def test_dcDrawElipseLists(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetPen(wx.Pen("BLACK", 1)) dc.SetBrush( wx.Brush("RED") ) pens = makeRandomPens() brushes = makeRandomBrushes() dc.DrawEllipseList(makeRandomRectangles()) dc.DrawEllipseList(makeRandomRectangles(),pens) dc.DrawEllipseList(makeRandomRectangles(),pens[0],brushes) dc.DrawEllipseList(makeRandomRectangles(),pens,brushes[0]) dc.DrawEllipseList(makeRandomRectangles(),None,brushes) del dc def test_dcDrawPloygonLists(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetPen(wx.Pen("BLACK", 1)) dc.SetBrush( wx.Brush("RED") ) pens = makeRandomPens() brushes = makeRandomBrushes() polygons = makeRandomPolygons() dc.DrawPolygonList(polygons) dc.DrawPolygonList(polygons, pens) dc.DrawPolygonList(polygons, pens[0],brushes) dc.DrawPolygonList(polygons, pens,brushes[0]) dc.DrawPolygonList(polygons, None,brushes) del dc def test_dcDrawTextLists(self): pnl = wx.Panel(self.frame) self.frame.SetSize((w,h)) dc = wx.ClientDC(pnl) dc.SetBackgroundMode(wx.SOLID) points = makeRandomPoints() fore = makeRandomColors() back = makeRandomColors() texts = makeRandomText() dc.DrawTextList(texts, points, fore, back) del dc #--------------------------------------------------------------------------- if __name__ == '__main__': unittest.main()
[ "wayedt@gmail.com" ]
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from typing import Any, BinaryIO from Dort.util.struct_stream import StructStream class int8(StructStream): PACK = "!b" class uint8(StructStream): PACK = "!B" class int16(StructStream): PACK = "!h" class uint16(StructStream): PACK = "!H" class int32(StructStream): PACK = "!l" class uint32(StructStream): PACK = "!L" class int64(StructStream): PACK = "!q" class uint64(StructStream): PACK = "!Q" class uint128(int): def __new__(cls: Any, value: int): value = int(value) if value > (2 ** 128) - 1 or value < 0: raise ValueError(f"Value {value} of does not fit into uin128") return int.__new__(cls, value) # type: ignore @classmethod def parse(cls, f: BinaryIO) -> Any: read_bytes = f.read(16) assert len(read_bytes) == 16 n = int.from_bytes(read_bytes, "big", signed=False) assert n <= (2 ** 128) - 1 and n >= 0 return cls(n) def stream(self, f): assert self <= (2 ** 128) - 1 and self >= 0 f.write(self.to_bytes(16, "big", signed=False)) class int512(int): def __new__(cls: Any, value: int): value = int(value) # note that the boundaries for int512 is not what you might expect. We # encode these with one extra byte, but only allow a range of # [-INT512_MAX, INT512_MAX] if value >= (2 ** 512) or value <= -(2 ** 512): raise ValueError(f"Value {value} of does not fit into in512") return int.__new__(cls, value) # type: ignore # Uses 65 bytes to fit in the sign bit @classmethod def parse(cls, f: BinaryIO) -> Any: read_bytes = f.read(65) assert len(read_bytes) == 65 n = int.from_bytes(read_bytes, "big", signed=True) assert n < (2 ** 512) and n > -(2 ** 512) return cls(n) def stream(self, f): assert self < (2 ** 512) and self > -(2 ** 512) f.write(self.to_bytes(65, "big", signed=True))
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""" Given a function that accepts **unlimited** arguments, check and count how many data types are in those arguments. Finally return the total in a list. List order is: [int, str, bool, list, tuple, dictionary] ### Examples count_datatypes(1, 45, "Hi", False) ➞ [2, 1, 1, 0, 0, 0] count_datatypes([10, 20], ("t", "Ok"), 2, 3, 1) ➞ [3, 0, 0, 1, 1, 0] count_datatypes("Hello", "Bye", True, True, False, {"1": "One", "2": "Two"}, [1, 3], {"Brayan": 18}, 25, 23) ➞ [2, 2, 3, 1, 0, 2] count_datatypes(4, 21, ("ES", "EN"), ("a", "b"), False, [1, 2, 3], [4, 5, 6]) ➞ [2, 0, 1, 2, 2, 0] ### Notes If no arguments are given, return `[0, 0, 0, 0, 0, 0]` """ def count_datatypes(*args): i = sum(type(arg) == int for arg in args) s = sum(type(arg) == str for arg in args) b = sum(type(arg) == bool for arg in args) l = sum(type(arg) == list for arg in args) t = sum(type(arg) == tuple for arg in args) d = sum(type(arg) == dict for arg in args) return [i,s,b,l,t,d]
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from __future__ import annotations from prettyqt import constants, widgets DockWidgetArea = constants.DockWidgetArea class AdjustingBoxLayoutDockWidget(widgets.DockWidget): """DockWidget adjusting its child widget QBoxLayout direction. The child widget layout direction is set according to dock widget area. The child widget MUST use a QBoxLayout. """ def __init__(self, parent: widgets.QWidget | None = None, **kwargs): super().__init__(parent, **kwargs) self._current_area = DockWidgetArea.NoDockWidgetArea self.dockLocationChanged.connect(self._dock_location_changed) self.topLevelChanged.connect(self._top_level_changed) def setWidget(self, widget: widgets.QWidget): """Set the widget of this QDockWidget.""" super().setWidget(widget) self._dock_location_changed(self._current_area) def _dock_location_changed(self, area: DockWidgetArea): self._current_area = area if (widget := self.widget()) is not None: if isinstance(layout := widget.layout(), widgets.QBoxLayout): if area in ( DockWidgetArea.LeftDockWidgetArea, DockWidgetArea.RightDockWidgetArea, ): direction = widgets.BoxLayout.Direction.TopToBottom else: direction = widgets.BoxLayout.Direction.LeftToRight layout.setDirection(direction) self.resize(widget.minimumSize()) self.adjustSize() def _top_level_changed(self, top_level: bool): if (widget := self.widget()) is not None and top_level: if isinstance(layout := widget.layout(), widgets.QBoxLayout): layout.setDirection(widgets.BoxLayout.Direction.LeftToRight) self.resize(widget.minimumSize()) self.adjustSize() def showEvent(self, event): """Make sure this dock widget is raised when it is shown. This is useful for tabbed dock widgets. """ self.raise_() if __name__ == "__main__": app = widgets.app() mainwindow = widgets.MainWindow() dockwidget = AdjustingBoxLayoutDockWidget() textbox1 = widgets.PlainTextEdit() textbox2 = widgets.PlainTextEdit() container = widgets.Widget() container.set_layout("horizontal") container.set_layout(None) container.set_layout("horizontal") container.box.add(textbox1) dockwidget.setWidget(container) mainwindow.add_dockwidget(dockwidget) mainwindow.show() with app.debug_mode(): app.exec()
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j420247/incubator-superset
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# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you 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 flask import g, Response from flask_appbuilder.api import expose, safe from flask_jwt_extended.exceptions import NoAuthorizationError from superset.views.base_api import BaseSupersetApi from superset.views.users.schemas import UserResponseSchema from superset.views.utils import bootstrap_user_data user_response_schema = UserResponseSchema() class CurrentUserRestApi(BaseSupersetApi): """An api to get information about the current user""" resource_name = "me" openapi_spec_tag = "Current User" openapi_spec_component_schemas = (UserResponseSchema,) @expose("/", methods=["GET"]) @safe def get_me(self) -> Response: """Get the user object corresponding to the agent making the request --- get: description: >- Returns the user object corresponding to the agent making the request, or returns a 401 error if the user is unauthenticated. responses: 200: description: The current user content: application/json: schema: type: object properties: result: $ref: '#/components/schemas/UserResponseSchema' 401: $ref: '#/components/responses/401' """ try: if g.user is None or g.user.is_anonymous: return self.response_401() except NoAuthorizationError: return self.response_401() return self.response(200, result=user_response_schema.dump(g.user)) @expose("/roles/", methods=["GET"]) @safe def get_my_roles(self) -> Response: """Get the user roles corresponding to the agent making the request --- get: description: >- Returns the user roles corresponding to the agent making the request, or returns a 401 error if the user is unauthenticated. responses: 200: description: The current user content: application/json: schema: type: object properties: result: $ref: '#/components/schemas/UserResponseSchema' 401: $ref: '#/components/responses/401' """ try: if g.user is None or g.user.is_anonymous: return self.response_401() except NoAuthorizationError: return self.response_401() user = bootstrap_user_data(g.user, include_perms=True) return self.response(200, result=user)
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import pickle import os import numpy as np from astropy.io import fits from astropy.time import Time import argparse from parse_archival_scan import get_v0_output_dir from contextual_info import archival_data import healpy as hp import logging import requests def extract_az_zen(nside, index): return hp.pix2ang(nside, index) def add_archival_ehe_info(candidate, data, header): # zen, phi = extract_az_zen(header["NSIDE"], header["MINPIXEL"]) # dec = np.degrees(zen - np.pi/2.) stream = header["STREAM"] namesplit = [x for x in candidate.split("_")] try: year = int(namesplit[1]) num = int(namesplit[4].split(".")[0]) stream_mask = archival_data.T[4] == stream year_mask = archival_data[stream_mask].T[3] == year match = archival_data[stream_mask][year_mask][num] header.set('time_mjd', match[0].mjd) header.set("YEAR", int(match[0].jyear)) except IndexError: pass except ValueError: pass return data, header def v1_gcn_url(event_id, run_id): return "https://gcn.gsfc.nasa.gov/notices_amon/{0}_{1}.amon".format(int(event_id), int(run_id)) def v2_gcn_url(event_id, run_id): return "https://gcn.gsfc.nasa.gov/notices_amon_g_b/{0}_{1}.amon".format(int(run_id), int(event_id)) def retrieve_v2_alert_info(data, header): if not header["ARCHIVAL"]: url = v2_gcn_url(header["event_id"], header["run_id"]) page = requests.get(url) if not "404 Not Found" in page.text: print("Found GCN: {0}".format(url)) for line in page.text.splitlines(): row = [x for x in line.split(":")] if len(row) > 1: val = [x for x in row[1].split(" ") if x not in ""][0] if row[0] == "ENERGY": header.set("E_TeV", float(val)) elif row[0] == "SIGNALNESS": header.set("P_astro", float(val)) elif row[0] == "RUN_NUM": header.set("run_id", float(val)) elif row[0] == "EVENT_NUM": header.set("event_id", float(val)) elif row[0] == "NOTICE_TYPE": if "Gold" in line.split(" "): header.set("Stream", "Gold") elif "Bronze" in line.split(" "): header.set("Stream", "Bronze") else: raise Exception("Stream not found in {0}".format(row)) elif row[0] == "FAR": header.set("FAR", float(val)) elif row[0] == "DISCOVERY_DATE": disc_date = "20" + line.split(" ")[-2].replace("/", "-") elif row[0] == "DISCOVERY_TIME": disc_time = line.split(" ")[-2][1:-1] time_str = "{0} {1} UTC".format(disc_date, disc_time) header.set("TIME_UTC", time_str) header.set("TIME_MJD", Time("{0}T{1}".format(disc_date, disc_time), scale="utc", format="isot").mjd) return data, header def retrieve_v1_alert_info(data, header): if not header["ARCHIVAL"]: url = v1_gcn_url(header["event_id"], header["run_id"]) page = requests.get(url) if not "404 Not Found" in page.text: print("Found GCN: {0}".format(url)) for line in page.text.splitlines(): row = [x for x in line.split(":")] if len(row) > 1: val = [x for x in row[1].split(" ") if x not in ""][0] if row[0] == "ENERGY": header.set("E_TeV", float(val)) elif row[0] == "SIGNALNESS": header.set("P_astro", float(val)) elif row[0] == "RUN_NUM": header.set("run_id", float(val)) elif row[0] == "EVENT_NUM": header.set("event_id", float(val)) elif row[0] == "NOTICE_TYPE": if "EHE" in line.split(" "): header.set("Stream", "EHE") elif "HESE" in line.split(" "): header.set("Stream", "HESE") else: raise Exception("Stream not found in {0}".format(row)) elif row[0] == "FAR": header.set("FAR", float(val)) elif row[0] == "CHARGE": header.set("CHARGE", float(val)) elif row[0] == "SIGNAL_TRACKNESS": header.set("SIGTRACK", float(val)) elif row[0] == "DISCOVERY_DATE": disc_date = "20" + line.split(" ")[-2].replace("/", "-") elif row[0] == "DISCOVERY_TIME": disc_time = line.split(" ")[-2][1:-1] time_str = "{0} {1} UTC".format(disc_date, disc_time) header.set("TIME_UTC", time_str) header.set("TIME_MJD", Time("{0}T{1}".format(disc_date, disc_time), scale="utc", format="isot").mjd) return data, header def get_v1_output_dir(base_output_dir): return os.path.join(base_output_dir, "fits_v1_with_contextual_info") def add_contextual_info(candidate, base_output_dir): input_dir = get_v0_output_dir(base_output_dir) path = os.path.join(input_dir, candidate) logging.info(candidate) output_dir = get_v1_output_dir(base_output_dir) try: os.makedirs(output_dir) except OSError: pass output_file = os.path.join(output_dir, candidate) with fits.open(path) as hdul: data = hdul[0].data header = hdul[0].header data, header = retrieve_v1_alert_info(data, header) data, header = retrieve_v2_alert_info(data, header) data, header = add_archival_ehe_info(candidate, data, header) hdul = fits.PrimaryHDU(data=data, header=header) logging.info("Writing to {0}".format(output_file)) hdul.writeto(output_file, overwrite=True) if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument("-o", "--output_dir") parser.add_argument("-e", "--event", default=None) args = parser.parse_args() if args.event is not None: candidates = [args.event] else: candidates = sorted([y for y in os.listdir(get_v0_output_dir(args.output_dir)) if "event" in y]) for candidate in candidates: add_contextual_info(candidate, args.output_dir)
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# Module to run tests on initializing AbsSurvey # TEST_UNICODE_LITERALS import numpy as np import glob, os, imp, pdb import pytest from pyigm.surveys.llssurvey import LLSSurvey from ..lls_literature import load_lls_lit remote_data = pytest.mark.remote_data lt_path = imp.find_module('linetools')[1] ''' def data_path(filename): data_dir = os.path.join(os.path.dirname(__file__), 'files') return os.path.join(data_dir, filename) ''' def test_read_hdlls_dr1_simple(): #hdlls = LLSSurvey.load_HDLLS() hdlls = LLSSurvey.load_HDLLS(load_sys=False) assert hdlls.nsys == 157 @remote_data def test_read_hdlls_dr1(): # This might actually be local now.. hdlls = LLSSurvey.load_HDLLS() assert hdlls.nsys == 157 CII_clms = hdlls.ions((6,2)) gdCII = np.where(CII_clms['flag_N']>0)[0] assert len(gdCII) == 103 def test_dat_list(): """JXP format :: Likely to be Deprecated """ # LLS Survey if os.getenv('LLSTREE') is None: assert True return # Load lls = LLSSurvey.from_flist('Lists/lls_metals.lst', tree=os.getenv('LLSTREE')) # tests np.testing.assert_allclose(lls.NHI[0], 19.25) assert lls.nsys == 164 def test_sdss(): """ Test SDSS DR7 -- This is very slow.. """ # All sdss_dr7_all = LLSSurvey.load_SDSS_DR7(sample='all') assert sdss_dr7_all.nsys == 1935 # Stat sdss_dr7_stat = LLSSurvey.load_SDSS_DR7() assert len(sdss_dr7_stat.NHI) == 254 def test_hst(): """ Test HST surveys """ # ACS acs = LLSSurvey.load_HST_ACS() assert acs.nsys == 34 assert len(acs.sightlines) == 18 # WFC3 wfc3 = LLSSurvey.load_HST_WFC3() assert wfc3.nsys == 91 assert len(wfc3.sightlines) == 53 # Combined HST_LLS = wfc3 + acs assert HST_LLS.nsys == 125 assert len(HST_LLS.sightlines) == 71 def test_z3mage(): """ Test z~3 MagE """ # All z3mage = LLSSurvey.load_mage_z3() assert z3mage.nsys == 60 assert len(z3mage.sightlines) == 105 # Non-Color z3mage_NC = LLSSurvey.load_mage_z3(sample='non-color') assert z3mage_NC.nsys == 32 assert len(z3mage_NC.sightlines) == 61 @remote_data def test_literature(): """ Literature list """ lls_lit = load_lls_lit() assert lls_lit.nsys == 58 assert lls_lit.ref == 'Zon04,Jen05,Tri05,Prx06a,Prx06b,Mei06,Mei07,Mei08,Nes08,Mei09,DZ09,Tum11,Kcz12,Bat12'
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[]
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from tool import TreeNode def depth(root): # 递归 if not root: return 0 return max(depth(root.left), depth(root.right)) + 1 def depth1(root): # 层次遍历:队列 depth = 0 tmp = [] tmp.append(root) while tmp: depth += 1 for i in range(len(tmp)): new = tmp[0] del tmp[0] if new.left: tmp.append(new.left) if new.right: tmp.append(new.right) return depth if __name__ == '__main__': root = TreeNode(1) root.left = TreeNode(2) root.left.left = TreeNode(3) root.right = TreeNode(4) print(depth(root))
[ "1016920795@qq.com" ]
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import pytest from django.test import TestCase from django.contrib.auth.models import Group, User class MyTest(TestCase): fixtures = ['group.json', 'user.json'] def test_should_create_group(self): group = Group.objects.get(pk=1) self.assertEqual(group.name, 'appusers') def test_should_craete_user(self): user = User.objects.get(pk=1) self.assertEqual(user.pk, 1) @pytest.fixture def user_A(db): return User.objects.create_user('A') def test_should_create_user_with_username(db, user_A): assert user_A.username == 'A' def test_should_check_password(db, user_A): user_A.set_password('secret') assert user_A.check_password('secret') is True def test_should_not_check_unusable_password(db, user_A): user_A.set_password('secret') user_A.set_unusable_password() assert user_A.check_password('secret') is False
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py
from django.conf import settings from django.db import models from django.contrib.auth.base_user import AbstractBaseUser, BaseUserManager from django.contrib.auth.models import PermissionsMixin from django.utils import timezone from django.utils.translation import gettext_lazy as _ from django.contrib.auth import get_user_model class UserManager(BaseUserManager): use_in_migrations = True def _create_user(self, username, email, password, **extra_fields): if not username: raise ValueError('The given username must be set') if not email: raise ValueError('The given email must be set') user = self.model(username=self.model.normalize_username(username), email=self.normalize_email(email), **extra_fields) user.set_password(password) user.save(using=self._db) return user def create_user(self, username, email=None, password=None, **extra_fields): extra_fields.setdefault('is_staff', False) extra_fields.setdefault('is_superuser', False) return self._create_user(username, email, password, **extra_fields) def create_superuser(self, username, email, password, **extra_fields): extra_fields.setdefault('is_staff', True) extra_fields.setdefault('is_superuser', True) if extra_fields.get('is_staff') is not True: raise ValueError('Superuser must have is_staff=True') if extra_fields.get('is_superuser') is not True: raise ValueError('Superuser must have is_superuser=True') return self._create_user(username, email, password, **extra_fields) class User(AbstractBaseUser, PermissionsMixin): username = models.CharField(max_length=25, unique=True) email = models.EmailField(unique=True) icon = models.ImageField(blank=True, null=True) introduction = models.CharField(max_length=75, blank=True, null=True) followees = models.ManyToManyField( 'User', verbose_name='フォロー中のユーザー', through='FriendShip', related_name='+', through_fields=('follower', 'followee') ) followers = models.ManyToManyField( 'User', verbose_name='フォローされているユーザー', through='FriendShip', related_name='+', through_fields=('followee', 'follower') ) is_staff = models.BooleanField( _('staff status'), default=False, help_text=_('Designates whether the user can log into this admin site.'), ) is_active = models.BooleanField( _('active'), default=True, help_text=_( 'Designates whether this user should be treated as active. ' 'Unselect this instead of deleting accounts.' ), ) date_joined = models.DateTimeField(default=timezone.now) objects = UserManager() EMAIL_FIELD = 'email' USERNAME_FIELD = 'username' REQUIRED_FIELDS = ['email'] class Meta: verbose_name = _('user') verbose_name_plural = _('users') class Post(models.Model): author = models.ForeignKey('blog.User', on_delete=models.CASCADE) title = models.CharField(max_length=200) text = models.TextField() created_date = models.DateTimeField(default=timezone.now) published_date = models.DateTimeField(blank=True, null=True) like = models.IntegerField(default=0) def publish(self): self.published_date = timezone.now() self.save() def __str__(self): return self.title def approved_comments(self): return self.comments.filter(approved_comment=True) class Comment(models.Model): post = models.ForeignKey('blog.Post', on_delete=models.CASCADE, related_name='comments') author = models.CharField(max_length=200) text = models.TextField() created_date = models.DateTimeField(default=timezone.now) approved_comment = models.BooleanField(default=False) def approve(self): self.approved_comment = True self.save() def __str__(self): return self.text class FriendShip(models.Model): follower = models.ForeignKey('User', on_delete=models.CASCADE, related_name='followee_friendships') followee = models.ForeignKey('User', on_delete=models.CASCADE, related_name='follower_friendships') class Meta: unique_together = ('follower', 'followee')
[ "you@example.com" ]
you@example.com
11465b5b97e1db0d850bb05e9a72d69ab7a6968f
62fe739a9485a2bf547b6d96777f6a01c32dd2f5
/tarefas/forms.py
8b1285266859e81df676add9789352e1a9f79d9d
[]
no_license
jgjefersonluis/pdmytest1
950c84016a153e931f49b47a7366d7677dfeb62d
7bb3b377af1fdffe2ad307352a82e2f39005b909
refs/heads/master
2023-06-16T14:36:01.388219
2021-06-29T05:27:51
2021-06-29T05:27:51
380,875,827
0
0
null
null
null
null
UTF-8
Python
false
false
171
py
from django import forms from tarefas.models import Tarefas class TarefasModelForms(forms.ModelForm): class Meta: model = Tarefas fields = '__all__'
[ "jgjefersonluis@gmail.com" ]
jgjefersonluis@gmail.com
117d079ed37845edbeb098e4e4257bb6044dda54
05f06a1b104526c5262289e663df855e1335f32a
/User/views.py
682030b507801c942c3b37a8305cfb6ddf3afb55
[]
no_license
Harshvartak/E-commerce-DRF
784ebecce95730996a9553fef1f3a9218e942749
b2eea09d7f965b8e8c9397f636c7ea8703813539
refs/heads/master
2022-12-13T11:39:11.854643
2020-01-03T07:54:41
2020-01-03T07:54:41
229,832,815
0
0
null
2022-11-22T04:19:28
2019-12-23T22:41:40
JavaScript
UTF-8
Python
false
false
714
py
from django.shortcuts import render from rest_framework import status from rest_framework.response import Response from rest_framework.decorators import api_view from rest_framework.authtoken.models import Token from .serializers import RegistrationSerializer @api_view(['POST', ]) def registration_view(request): if request.method == 'POST': serializer = RegistrationSerializer(data=request.data) data = {} if serializer.is_valid(): CustomUser = serializer.save() data['response'] = 'successfully registered new user.' data['username']= CustomUser.username token = Token.objects.get(user=CustomUser).key data['token']=token else: data = serializer.errors return Response(data)
[ "vartak.harsh@gmail.com" ]
vartak.harsh@gmail.com
8c68a5907b798fbc88de11c624c0c63918f8322b
46d13216824f95f29da7672bf83ae1128a835a97
/tests/unittests/test_user.py
4a07b07fb597d183b4ae04f5c989e43c5abc6294
[]
no_license
lucascandidoff/crudzin
0a426b754d925e2990dd60cdd9cf2f90424c68b6
bad721c62fa5f7f9905724838dbc61113ccc25ec
refs/heads/master
2022-11-27T22:03:45.185391
2020-08-01T12:40:51
2020-08-01T12:40:51
null
0
0
null
null
null
null
UTF-8
Python
false
false
929
py
from flask import url_for from flask_base_tests_cases import TestFlaskBase class TestUserBP(TestFlaskBase): def test_api_deve_registrar_usuario_na_base(self): user = { 'username': 'test', 'password': '1234' } esperado = { 'id': '1', 'username': 'test' } response = self.client.post(url_for('user.register'), json=user) self.assertEqual(response.status_code, 201) self.assertEqual(response.json['username'], esperado['username']) def test_api_nao_deve_registrar_usuario_na_base_quando_faltar_fields(self): user = { 'username': 'test', } esperado = {'password': ['Missing data for required field.']} response = self.client.post(url_for('user.register'), json=user) self.assertEqual(response.status_code, 401) self.assertEqual(response.json, esperado)
[ "mendesxeduardo@gmail.com" ]
mendesxeduardo@gmail.com
737252ca9ba41c369ac7335e2c5f7e8fcb7042d2
1721445a6635af8604a1f2693660bb0c4ae88ca8
/6/dest.py
4eec336a4587bfb3fd4f69becc8e2938e75848a9
[]
no_license
nelhage/aoc2018
fdc01f557f9d9b82b533decaff64ebbe1909f9ba
c42a44ea2f86bf42ab4a0c9034f75a6827daf69e
refs/heads/master
2020-04-13T06:50:10.134072
2018-12-25T18:07:31
2018-12-25T18:07:31
163,032,184
0
0
null
null
null
null
UTF-8
Python
false
false
993
py
import numpy as np import sys coords = [list(map(int, line.rstrip().split(", "))) for line in sys.stdin] xs = np.array([x for (x, y) in coords]) ys = np.array([y for (x, y) in coords]) def closest(x, y): ds = np.abs(xs - x) + np.abs(ys - y) m = np.argmin(ds) if np.sum(ds == ds[m]) == 1: return m return None INF = 5*max(max(xs), max(ys)) inf = set() for i, (x,y) in enumerate(coords): if closest(INF, y) == i or \ closest(-INF, y) == i or \ closest(x, INF) == i or \ closest(x, -INF) == i: inf.add(i) area = [0]*len(coords) for x in range(min(xs), max(xs)+1): for y in range(min(ys), max(ys)+1): c = closest(x, y) if c: area[c] += 1 fa = np.array(area) fa[np.array(list(inf))] = 0 maxa = np.max(fa) print("maxa={}".format(maxa)) MAXD = 10000 n = 0 for x in range(min(xs), max(xs)+1): for y in range(min(ys), max(ys)+1): d = np.sum(np.abs(xs - x) + np.abs(ys - y)) if d < MAXD: n += 1 print("|d<{}|={}".format(MAXD, n))
[ "nelhage@nelhage.com" ]
nelhage@nelhage.com
0ab99563f7ecd9e09c49f930b365411a52e51bb9
5c7f2ce11f440c1abc1e2052c1ec725fadb3e8c9
/ckanext/youckan/controllers/organization.py
0bf3b89e498d1fd7027313f5e49ceff6fa1450a8
[]
no_license
morty/ckanext-youckan
e06f2877270ba215b3dbbbb5b8a8c21ab33f71f6
8303e94363805a49d3cf93ee5216c7135b22e481
refs/heads/master
2021-01-18T07:47:11.510353
2014-02-26T14:24:03
2014-02-26T14:24:03
null
0
0
null
null
null
null
UTF-8
Python
false
false
2,114
py
# -*- coding: utf-8 -*- from __future__ import unicode_literals import logging from ckan import model from ckan.model import Group from ckan.plugins import toolkit from ckanext.youckan.controllers.base import YouckanBaseController from ckanext.youckan.models import MembershipRequest DB = model.meta.Session log = logging.getLogger(__name__) class YouckanOrganizationController(YouckanBaseController): def membership_request(self, org_name): '''Request membership for an organization''' if not toolkit.request.method == 'POST': raise toolkit.abort(400, 'Expected POST method') user = toolkit.c.userobj if not user: raise toolkit.NotAuthorized('Membership request requires an user') organization = Group.by_name(org_name) comment = toolkit.request.params.get('comment') membership_request = MembershipRequest(user, organization, comment) DB.add(membership_request) DB.commit() membership_request.notify_admins() return self.json_response({}) def membership_accept(self, request_id): '''Accept a membership request''' if not toolkit.request.method == 'POST': raise toolkit.abort(400, 'Expected POST method') user = toolkit.c.userobj if not user: raise toolkit.NotAuthorized('Membership validation requires an user') membership_request = MembershipRequest.get(request_id) membership = membership_request.accept(user) return self.json_response(membership) def membership_refuse(self, request_id): '''Refuse a membership request''' if not toolkit.request.method == 'POST': raise toolkit.abort(400, 'Expected POST method') user = toolkit.c.userobj if not user: raise toolkit.NotAuthorized('Membership validation requires an user') comment = toolkit.request.params.get('comment') membership_request = MembershipRequest.get(request_id) membership_request.refuse(user, comment) return self.json_response({})
[ "noirbizarre@gmail.com" ]
noirbizarre@gmail.com
b029233ca5db7a28e56f90072761bd0020303006
e781909485258415cb01e2bb2f7aaaaa0b14eb3b
/trunk/pyinstaller-1.3/optparse.py
8d231fe52eed9349d83fc923a56d765d04b3f47f
[]
no_license
BGCX067/fabriciols-svn-to-git
408cce031243125ed13c1b01deeb077c55519ac6
6fbd5eccdc8af831e3c7f3a313a5c300ab39b4aa
refs/heads/master
2016-09-01T08:53:02.311545
2015-12-28T14:39:38
2015-12-28T14:39:38
48,847,917
0
0
null
null
null
null
UTF-8
Python
false
false
321
py
""" optparse -- forward-compatibility wrapper for use with Python 2.2.x and earlier. If you import from 'optparse' rather than 'optik', your code will work on base Python 2.3 (and later), or on earlier Pythons with Optik 1.4.1 or later installed. """ from optik import __version__, __all__ from optik import *
[ "you@example.com" ]
you@example.com
0a17c4a3a96f46c1b448dc93700c7c55373c4752
e9757274ddb8484e27590ff0cc3f24550776c6cc
/Solved/0072/0072.py
55dea79789686cbd455c67813dc7f05c68eda8de
[]
no_license
Jinmin-Goh/LeetCode
948a9b3e77eb03507aad6f3c78640aa7f00e6ad5
d6e80b968032b08506c5b185f66d35c6ff1f8bb9
refs/heads/master
2020-09-22T10:22:18.443352
2020-09-06T06:34:12
2020-09-06T06:34:12
225,153,497
1
1
null
2020-01-29T15:16:53
2019-12-01T11:55:25
Python
UTF-8
Python
false
false
2,045
py
# Problem No.: 72 # Solver: Jinmin Goh # Date: 20191228 # URL: https://leetcode.com/problems/edit-distance/ import sys # good solution link: https://leetcode.com/problems/edit-distance/discuss/159295/Python-solutions-and-intuition class Solution: def minDistance(self, word1: str, word2: str) -> int: # top-down solution self.dp = {} ans = self.dpProcess(word1, word2, 0, 0) return ans def dpProcess(self, word1: str, word2: str, i: int, j: int): # if both string are empty if i == len(word1) and j == len(word2): return 0 # if one string is empty if i == len(word1): return len(word2) - j if j == len(word2): return len(word1) - i # memoization if (i,j) not in self.dp: temp = 0 if word1[i] == word2[j]: temp = self.dpProcess(word1, word2, i + 1, j + 1) else: insert = 1 + self.dpProcess(word1, word2, i, j + 1) delete = 1 + self.dpProcess(word1, word2, i + 1, j) replace = 1 + self.dpProcess(word1, word2, i + 1, j + 1) temp = min(insert, delete, replace) self.dp[(i,j)] = temp return self.dp[(i,j)] # bottom-up solution """ def minDistance(self, word1: str, word2: str) -> int: cnt_1 = len(word1) cnt_2 = len(word2) dp_table = [[0] * (cnt_2 + 1) for i in range(cnt_1 + 1)] for i in range(cnt_1 + 1): dp_table[i][0] = i for i in range(cnt_2 + 1): dp_table[0][i] = i for i in range(1, cnt_1 + 1): for j in range(1, cnt_2 + 1): if word1[i - 1] == word2[j - 1]: dp_table[i][j] = dp_table[i - 1][j - 1] else: dp_table[i][j] = 1 + min(dp_table[i][j - 1], dp_table[i - 1][j], dp_table[i - 1][j - 1]) return dp_table[cnt_1][cnt_2] """
[ "eric970901@gmail.com" ]
eric970901@gmail.com
83a51b7834034e76de94905bbd610c06a4d17331
587dbdf730b6cc3e693efc5dca5d83d1dd35ee1a
/extra/exam/tencent/t4.py
a3655900a722fb09c95050c6251460968144bb67
[]
no_license
Rivarrl/leetcode_python
8db2a15646d68e4d84ab263d8c3b6e38d8e3ea99
dbe8eb449e5b112a71bc1cd4eabfd138304de4a3
refs/heads/master
2021-06-17T15:21:28.321280
2021-03-11T07:28:19
2021-03-11T07:28:19
179,452,345
3
1
null
null
null
null
UTF-8
Python
false
false
713
py
# -*- coding: utf-8 -*- # ====================================== # @File : t4.py # @Time : 2020/5/10 20:35 # @Author : Rivarrl # ====================================== def f(n, board): def dfs(l, r, x=0): if l > r: return 0 if l == r: return board[l] res = mi = min(board[l:r+1]) - x i = l for j in range(l, r+1): if board[j] - x == mi: res += dfs(i, j-1, mi) i = j + 1 res += dfs(i, r, mi) return min(res, r - l + 1) return dfs(0, n-1) if __name__ == '__main__': n = int(input()) board = list(map(int, input().strip().split(' '))) res = f(n, board) print(res) """ 5 2 2 1 2 2 """
[ "1049793871@qq.com" ]
1049793871@qq.com
90d367495fd4f5c2f02d3b37e2e010af2cff3534
c7faffdc340eb72737315efb017beee97cbd016d
/GetSharedWithAnyoneTeamDriveACLs.py
52723eee417c2f398f7db170df420c32af2f7da5
[]
no_license
boussagf/GAM-Scripts
d4b1c840cc2d25e67960262758b2a59f844d452b
bc1e05ddd4e9c94a3fd78c4566fe1df13a8d2e68
refs/heads/master
2020-04-29T16:35:57.279614
2019-03-01T18:43:49
2019-03-01T18:43:49
null
0
0
null
null
null
null
UTF-8
Python
false
false
5,418
py
#!/usr/bin/env python2 """ # Purpose: For a Google Drive User(s), delete all drive file ACLs for Team Drive files shared with anyone # Note: This script requires Advanced GAM with Team Drive support: # https://github.com/taers232c/GAMADV-XTD, https://github.com/taers232c/GAMADV-XTD3 # Customize: Set FILE_NAME and ALT_FILE_NAME based on your environment. Set DOMAIN_LIST and DESIRED_ALLOWFILEDISCOVERY # Usage: # For all Team Drives, start at step 1; For Team Drives selected by user/group/OU, start at step 6 # All Team Drives # 1: Get all Team Drives. # $ gam redirect csv ./TeamDrives.csv print teamdrives fields id,name # 2: Get ACLs for all Team Drives # $ gam redirect csv ./TeamDriveACLs.csv multiprocess csv TeamDrives.csv gam print drivefileacls ~id # 3: Customize GetTeamDriveOrganizers.py for this task: # Set DOMAIN_LIST as required # Set ONE_ORGANIZER = True # Set SHOW_GROUP_ORGANIZERS = False # Set SHOW_USER_ORGANIZERS = True # 4: From that list of ACLs, output a CSV file with headers "id,name,organizers" # that shows the organizers for each Team Drive # $ python GetTeamDriveOrganizers.py TeamDriveACLs.csv TeamDrives.csv TeamDriveOrganizers.csv # 4: Get ACLs for all team drive files; you can use permission matching to narrow the number of files listed; add to the end of the command line # DESIRED_ALLOWFILEDISCOVERY = 'Any' - pm type anyone em # DESIRED_ALLOWFILEDISCOVERY = 'True' - pm type anyone allowfilediscovery true em # DESIRED_ALLOWFILEDISCOVERY = 'False' - pm type anyone allowfilediscovery false em # $ gam redirect csv ./filelistperms.csv multiprocess csv TeamDriveOrganizers.csv gam user ~organizers print filelist select teamdriveid ~id fields teamdriveid,id,title,permissions # 5: Go to step 10 # Selected Team Drives # 6: If want Team Drives for a specific set of organizers, replace <UserTypeEntity> with your user selection in the command below # $ gam redirect csv ./AllTeamDrives.csv <UserTypeEntity> print teamdrives role organizer fields id,name # 7: Customize DeleteDuplicateRows.py for this task: # Set ID_FIELD = 'id' # 8: Delete duplicate Team Drives (some may have multiple organizers). # $ python DeleteDuplicateRows.py ./AllTeamDrives.csv ./TeamDrives.csv # 9: Get ACLs for all team drive files; you can use permission matching to narrow the number of files listed; add to the end of the command line # DESIRED_ALLOWFILEDISCOVERY = 'Any' - pm type anyone em # DESIRED_ALLOWFILEDISCOVERY = 'True' - pm type anyone allowfilediscovery true em # DESIRED_ALLOWFILEDISCOVERY = 'False' - pm type anyone allowfilediscovery false em # $ gam redirect csv ./filelistperms.csv multiprocess csv TeamDrives.csv gam user ~User print filelist select teamdriveid ~id fields teamdriveid,id,title,permissions # Common code # 10: From that list of ACLs, output a CSV file with headers "Owner,driveFileId,driveFileTitle,permissionId,role,allowFileDiscovery" # that lists the driveFileIds and permissionIds for all ACLs shared with anyone # (n.b., driveFileTitle, role and allowFileDiscovery are not used in the next step, they are included for documentation purposes) # $ python GetSharedWithAnyoneTeamDriveACLs.py filelistperms.csv deleteperms.csv # 11: Inspect deleteperms.csv, verify that it makes sense and then proceed # 12: Delete the ACLs # $ gam csv deleteperms.csv gam user "~Owner" delete drivefileacl "~driveFileId" "~permissionId" """ import csv import re import sys # For GAMADV-XTD/GAMADV-XTD3 with drive_v3_native_names = false FILE_NAME = 'title' ALT_FILE_NAME = 'name' # For GAMADV-XTD/GAMADV-XTD3 with drive_v3_native_names = true #FILE_NAME = 'name' #ALT_FILE_NAME = 'title' # Specify desired value of allowFileDiscovery field: True, False, Any (matches True and False) DESIRED_ALLOWFILEDISCOVERY = 'Any' QUOTE_CHAR = '"' # Adjust as needed LINE_TERMINATOR = '\n' # On Windows, you probably want '\r\n' PERMISSIONS_N_TYPE = re.compile(r"permissions.(\d+).type") if (len(sys.argv) > 2) and (sys.argv[2] != '-'): outputFile = open(sys.argv[2], 'wb') else: outputFile = sys.stdout outputCSV = csv.DictWriter(outputFile, ['Owner', 'driveFileId', 'driveFileTitle', 'permissionId', 'role', 'allowFileDiscovery'], lineterminator=LINE_TERMINATOR, quotechar=QUOTE_CHAR) outputCSV.writeheader() if (len(sys.argv) > 1) and (sys.argv[1] != '-'): inputFile = open(sys.argv[1], 'rbU') else: inputFile = sys.stdin for row in csv.DictReader(inputFile, quotechar=QUOTE_CHAR): for k, v in row.iteritems(): mg = PERMISSIONS_N_TYPE.match(k) if mg and v == 'anyone': permissions_N = mg.group(1) allowFileDiscovery = row.get('permissions.{0}.allowFileDiscovery'.format(permissions_N), str(row.get('permissions.{0}.withLink'.format(permissions_N)) == 'False')) if DESIRED_ALLOWFILEDISCOVERY in ('Any', allowFileDiscovery): outputCSV.writerow({'Owner': row['Owner'], 'driveFileId': row['id'], 'driveFileTitle': row.get(FILE_NAME, row.get(ALT_FILE_NAME, 'Unknown')), 'permissionId': 'id:{0}'.format(row['permissions.{0}.id'.format(permissions_N)]), 'role': row['permissions.{0}.role'.format(permissions_N)], 'allowFileDiscovery': allowFileDiscovery}) if inputFile != sys.stdin: inputFile.close() if outputFile != sys.stdout: outputFile.close()
[ "ross.scroggs@gmail.com" ]
ross.scroggs@gmail.com
f439595cb39ef495936efad8712fa16400e44651
6923f79f1eaaba0ab28b25337ba6cb56be97d32d
/Introduction_to_numerical_programming_using_Python_and_CPP_Beu/Ch04/Python/P04-SortComp0.py
75189e60cc98e52081bce1ec35954c3f6ea24a9d
[]
no_license
burakbayramli/books
9fe7ba0cabf06e113eb125d62fe16d4946f4a4f0
5e9a0e03aa7ddf5e5ddf89943ccc68d94b539e95
refs/heads/master
2023-08-17T05:31:08.885134
2023-08-14T10:05:37
2023-08-14T10:05:37
72,460,321
223
174
null
2022-10-24T12:15:06
2016-10-31T17:24:00
Jupyter Notebook
UTF-8
Python
false
false
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# Comparison of operation counts for sorting methods from random import * #============================================================================ def BubbleSort(x, n): #---------------------------------------------------------------------------- # Ascending sort of array x[1..n] by modified bubble sort #---------------------------------------------------------------------------- global ncomp, nsave # no. of compares and saves ipass = 0 # initialize pass counter swap = 1 # initialize swap flag to enter loop while (swap): # perform passes while swaps occur ipass += 1 # increase pass counter swap = 0 # initialize swap flag for i in range(1,n-ipass+1): # loop over unsorted sublists ncomp += 1 #------------------------------------------------------ if (x[i] > x[i+1]): # compare neighbors nsave += 3 #--------------------------------------------------- xi = x[i]; x[i] = x[i+1]; x[i+1] = xi # swap neighbors swap = 1 # set swap flag #============================================================================ def InsertSort(x, n): #---------------------------------------------------------------------------- # Ascending sort of array x[1..n] by direct insertion #---------------------------------------------------------------------------- global ncomp, nsave # no. of compares and saves for ipiv in range(2,n+1): # loop over pivots nsave += 1 #--------------------------------------------------------- xpiv = x[ipiv] # save pivot to free its location i = ipiv - 1 # initialize sublist counter ncomp += 1 #--------------------------------------------------------- while ((i > 0) and (x[i] > xpiv)): # scan to the left of pivot nsave += 1 #------------------------------------------------------ x[i+1] = x[i] # item > pivot: shift to the right i -= 1 nsave += 1 #--------------------------------------------------------- x[i+1] = xpiv # insert pivot into last freed location #============================================================================ def QuickSort(x, l, n): #---------------------------------------------------------------------------- # Ascending sort of array x[l..n] by Quicksort #---------------------------------------------------------------------------- global ncomp, nsave # no. of compares and saves if (l >= n): return # pivot = x[n]; create "<" and ">=" lists m = l # upper index in "<"-list for i in range(l,n): # scan entire list, excepting pivot ncomp += 1 #--------------------------------------------------------- if (x[i] < x[n]): # compare current value with pivot nsave += 3 #------------------------------------------------------ t = x[i]; x[i] = x[m]; x[m] = t # swap < value to end of "<"-list m += 1 # extend "<"-list: increase upper index nsave += 3 #------------------------------------------------------------ t = x[m]; x[m] = x[n]; x[n] = t # swap pivot between "<" and ">=" lists QuickSort(x,l,m-1) # sort "<"-list QuickSort(x,m+1,n) # sort ">="-list # main nf = 100 # scaling factor np = 50 # number of plotting points ns = nf * np # max. number of values to be sorted x = [0]*(ns+1); x0 = [0]*(ns+1) # array to be sorted and copy out = open("sort.txt","w") # open output file out.write(" n Bubble " "Insertion Quick\n") out.write(" ncomp nsave ncomp" " nsave ncomp nsave\n") for ip in range(1,np+1): n = nf * ip # number of values to be sorted print("n = ",n) for i in range(1,n+1): x0[i] = random() # list to be sorted for i in range(1,n+1): x[i] = x0[i] ncomp = 0; nsave = 0 BubbleSort(x,n) out.write("{0:10d}{1:10d}{2:10d}".format(n,ncomp,nsave)) for i in range(1,n+1): x[i] = x0[i] ncomp = 0; nsave = 0 InsertSort(x,n) out.write("{0:10d}{1:10d}".format(ncomp,nsave)) for i in range(1,n+1): x[i] = x0[i] ncomp = 0; nsave = 0 QuickSort(x,1,n) out.write("{0:10d}{1:10d}\n".format(ncomp,nsave)) out.close()
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# -*- coding: utf-8 -*- # # Copyright (c) 2016 - 2020 -- Lars Heuer # All rights reserved. # # License: BSD License # """\ SVG related tests for multicolor support. """ from __future__ import absolute_import, unicode_literals import io import xml.etree.ElementTree as etree import pytest import segno from segno import writers as colors _SVG_NS = 'http://www.w3.org/2000/svg' def _get_svg_el(root, name): return root.find('{%s}%s' % (_SVG_NS, name)) def _get_group(root): return _get_svg_el(root, 'g') def _parse_xml(buff): """\ Parses XML and returns the root element. """ buff.seek(0) return etree.parse(buff).getroot() def test_merge_colors(): qr = segno.make_qr('test') out = io.BytesIO() qr.save(out, kind='svg', dark='green', finder_dark='green', dark_module='green') green = colors._color_to_webcolor('green') assert green in out.getvalue().decode('utf-8') root = _parse_xml(out) paths = root.findall('.//{%s}path' % _SVG_NS) assert 1 == len(paths) def test_merge_colors2(): qr = segno.make_qr('test') out = io.BytesIO() qr.save(out, kind='svg', dark='green', finder_dark='green', dark_module='blue', alignment_light='yellow', quiet_zone='yellow') green = colors._color_to_webcolor('green') yellow = colors._color_to_webcolor('yellow') blue = colors._color_to_webcolor('blue') res = out.getvalue().decode('utf-8') assert green in res assert yellow in res assert blue in res root = _parse_xml(out) paths = root.findall('.//{%s}path' % _SVG_NS) assert 3 == len(paths) assert not any(p.attrib.get('transform') for p in paths) def test_nogroup(): qr = segno.make_qr('test') out = io.BytesIO() qr.save(out, kind='svg', dark='green', finder_dark='green', dark_module='blue', alignment_light='yellow', quiet_zone='yellow', scale=1.0) root = _parse_xml(out) paths = root.findall('.//{%s}path' % _SVG_NS) assert 3 == len(paths) assert all(p.attrib.get('transform') is None for p in paths) group = _get_group(root) assert not group def test_scale(): qr = segno.make_qr('test') out = io.BytesIO() qr.save(out, kind='svg', dark='green', finder_dark='green', dark_module='blue', alignment_light='yellow', quiet_zone='yellow', scale=1.5) root = _parse_xml(out) paths = root.findall('.//{%s}path' % _SVG_NS) assert 3 == len(paths) assert all(p.attrib.get('transform') is None for p in paths) group = _get_group(root) assert group is not None assert 'scale(1.5)' == group.attrib.get('transform') if __name__ == '__main__': pytest.main([__file__])
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import urllib.request import urllib.error import urllib.parse import json from .market import Market class PaymiumEUR(Market): def __init__(self): super(PaymiumEUR, self).__init__("EUR") # bitcoin central maximum call / day = 5000 # keep 2500 for other operations self.update_rate = 24 * 60 * 60 / 2500 def update_depth(self): res = urllib.request.urlopen( 'https://paymium.com/api/data/eur/depth') depth = json.loads(res.read().decode('utf8')) self.depth = self.format_depth(depth) def sort_and_format(self, l, reverse=False): l.sort(key=lambda x: float(x['price']), reverse=reverse) r = [] for i in l: r.append({'price': float(i[ 'price']), 'amount': float(i['amount'])}) return r def format_depth(self, depth): bids = self.sort_and_format(depth['bids'], True) asks = self.sort_and_format(depth['asks'], False) return {'asks': asks, 'bids': bids} if __name__ == "__main__": market = PaymiumEUR() print(market.get_ticker())
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#!/usr/bin/python3 """ Creating a class """ from sqlalchemy import Column, Integer, String from sqlalchemy.ext.declarative import declarative_base Base = declarative_base() class State(Base): """Class State""" __tablename__ = 'states' id = Column(Integer, autoincrement=True, unique=True, nullable=False, primary_key=True) name = Column(String(128), nullable=False)
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def create_cooccurrence_matrix(cites): """Create co occurrence matrix from given list of sentences. Returns: - vocabs: dictionary of word counts - co_occ_matrix_sparse: sparse co occurrence matrix Example: =========== sentences = ['I love nlp', 'I love to learn', 'nlp is future', 'nlp is cool'] vocabs,co_occ = create_cooccurrence_matrix(sentences) df_co_occ = pd.DataFrame(co_occ.todense(), index=vocabs.keys(), columns = vocabs.keys()) df_co_occ = df_co_occ.sort_index()[sorted(vocabs.keys())] df_co_occ.style.applymap(lambda x: 'color: red' if x>0 else '') """ import scipy.sparse as sparse arts = {} data = [] row = [] col = [] for cite in cites: for pos, art in enumerate(cite): i = arts.setdefault(art, len(arts)) start = 0 end = len(cite) for pos2 in range(start, end): if pos2 == pos: continue j = arts.setdefault(cite[pos2], len(arts)) data.append(1.) row.append(i) col.append(j) cooccurrence_matrix_sparse = sparse.coo_matrix((data, (row, col))) return arts, cooccurrence_matrix_sparse
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import rlkit.misc.hyperparameter as hyp from experiments.murtaza.multiworld.skew_fit.reacher.generate_uniform_dataset import generate_uniform_dataset_reacher from multiworld.envs.mujoco.cameras import sawyer_init_camera_zoomed_in from rlkit.launchers.launcher_util import run_experiment # from rlkit.torch.grill.launcher import grill_her_twin_sac_online_vae_full_experiment from rlkit.torch.grill.launcher import * import rlkit.torch.vae.vae_schedules as vae_schedules from rlkit.torch.vae.conv_vae import imsize48_default_architecture from rlkit.launchers.arglauncher import run_variants from multiworld.envs.pygame.multiobject_pygame_env import Multiobj2DEnv from rlkit.torch.vae.conditional_conv_vae import ConditionalConvVAE from rlkit.torch.vae.vae_trainer import ConditionalConvVAETrainer def experiment(variant): full_experiment_variant_preprocess(variant) train_vae_and_update_variant(variant) if __name__ == "__main__": variant = dict( double_algo=False, online_vae_exploration=False, imsize=48, init_camera=sawyer_init_camera_zoomed_in, env_class=Multiobj2DEnv, env_kwargs=dict( render_onscreen=False, ball_radius=1, images_are_rgb=True, show_goal=False, ), grill_variant=dict( save_video=True, custom_goal_sampler='replay_buffer', online_vae_trainer_kwargs=dict( beta=20, lr=1e-3, ), save_video_period=100, qf_kwargs=dict( hidden_sizes=[400, 300], ), policy_kwargs=dict( hidden_sizes=[400, 300], ), vf_kwargs=dict( hidden_sizes=[400, 300], ), max_path_length=50, algo_kwargs=dict( batch_size=1024, num_epochs=1000, num_eval_steps_per_epoch=500, num_expl_steps_per_train_loop=500, num_trains_per_train_loop=1000, min_num_steps_before_training=10000, vae_training_schedule=vae_schedules.custom_schedule_2, oracle_data=False, vae_save_period=50, parallel_vae_train=False, ), twin_sac_trainer_kwargs=dict( discount=0.99, reward_scale=1, soft_target_tau=1e-3, target_update_period=1, # 1 use_automatic_entropy_tuning=True, ), replay_buffer_kwargs=dict( start_skew_epoch=10, max_size=int(100000), fraction_goals_rollout_goals=0.2, fraction_goals_env_goals=0.5, exploration_rewards_type='None', vae_priority_type='vae_prob', priority_function_kwargs=dict( sampling_method='importance_sampling', decoder_distribution='gaussian_identity_variance', num_latents_to_sample=10, ), power=-1, relabeling_goal_sampling_mode='vae_prior', ), exploration_goal_sampling_mode='vae_prior', evaluation_goal_sampling_mode='reset_of_env', normalize=False, render=False, exploration_noise=0.0, exploration_type='ou', training_mode='train', testing_mode='test', reward_params=dict( type='latent_distance', ), observation_key='latent_observation', desired_goal_key='latent_desired_goal', vae_wrapped_env_kwargs=dict( sample_from_true_prior=True, ), algorithm='ONLINE-VAE-SAC-BERNOULLI', ), train_vae_variant=dict( representation_size=4, beta=50, num_epochs=2001, dump_skew_debug_plots=False, # decoder_activation='gaussian', decoder_activation='sigmoid', use_linear_dynamics=False, generate_vae_dataset_kwargs=dict( N=20000, n_random_steps=10, test_p=.9, use_cached=False, show=False, oracle_dataset=False, oracle_dataset_using_set_to_goal=False, non_presampled_goal_img_is_garbage=False, random_rollout_data=True, conditional_vae_dataset=True, save_trajectories=True, ), vae_trainer_class=ConditionalConvVAETrainer, vae_class=ConditionalConvVAE, vae_kwargs=dict( input_channels=3, architecture=imsize48_default_architecture, decoder_distribution='gaussian_identity_variance', ), # TODO: why the redundancy? algo_kwargs=dict( start_skew_epoch=5000, is_auto_encoder=False, batch_size=64, lr=1e-3, skew_config=dict( method='vae_prob', power=0, ), skew_dataset=False, priority_function_kwargs=dict( decoder_distribution='gaussian_identity_variance', sampling_method='importance_sampling', # sampling_method='true_prior_sampling', num_latents_to_sample=10, ), use_parallel_dataloading=False, ), save_period=25, ), ) search_space = { 'seedid': range(1), 'train_vae_variant.representation_size': [2, 4, 8, 16], 'train_vae_variant.beta':[0, 0.5, 1] } sweeper = hyp.DeterministicHyperparameterSweeper( search_space, default_parameters=variant, ) variants = [] for variant in sweeper.iterate_hyperparameters(): variants.append(variant) run_variants(experiment, variants, run_id=0)
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