text stringlengths 232 16.3k | domain stringclasses 1
value | difficulty stringclasses 3
values | meta dict |
|---|---|---|---|
<|fim_prefix|># repo: fagan2888/Python path: /src/bloombox/schema/structs/Shelf_pb2.py
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: structs/Shelf.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf.internal import enum_type_wrapper
f... | code_fim | hard | {
"lang": "python",
"repo": "fagan2888/Python",
"path": "/src/bloombox/schema/structs/Shelf_pb2.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> def odczytaj_stan_plywakow(self):
# TODO pigpio nie ma byc uzywane do odczytu plywakow tylko mcp_wejscia
self.plywak_studnia = self.gpio_pigpio.read(self.plywak_studnia_pin)
self.plywak_szambo = self.gpio_pigpio.read(self.plywak_szambo_pin)
self.aktualizuj_biezacy_stan(... | code_fim | hard | {
"lang": "python",
"repo": "TomaszHorak/Proszkowska10",
"path": "/podlewanie.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: TomaszHorak/Proszkowska10 path: /podlewanie.py
import THutils
import wejsciawyjscia
import petlaczasowa
import pigpio
import constants
from Obszar import Obszar
from MojLogger import MojLogger
NAZWA_SEKCJA1 = 'Sekcja1'
NAZWA_SEKCJA2 = 'Sekcja2'
NAZWA_SEKCJA3 = 'Sekcja3'
NAZWA_SEKCJA4 = 'Sekcja4'... | code_fim | hard | {
"lang": "python",
"repo": "TomaszHorak/Proszkowska10",
"path": "/podlewanie.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: hackmycontrolsystem/minicps path: /examples/swat-s1/init.py
#!/usr/bin/env python
"""
swat-s1 init.py
Run this script just once to create and init the sqlite table.
"""
<|fim_suffix|> SQLiteState._create(PATH, SCHEMA)
SQLiteState._init(PATH, SCHEMA_INIT)<|fim_middle|>from minicps.states... | code_fim | medium | {
"lang": "python",
"repo": "hackmycontrolsystem/minicps",
"path": "/examples/swat-s1/init.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>from minicps.states import SQLiteState
from utils import PATH, SCHEMA, SCHEMA_INIT
if __name__ == "__main__":
SQLiteState._create(PATH, SCHEMA)
SQLiteState._init(PATH, SCHEMA_INIT)<|fim_prefix|># repo: hackmycontrolsystem/minicps path: /examples/swat-s1/init.py
#!/usr/bin/env python
"""
swat-... | code_fim | medium | {
"lang": "python",
"repo": "hackmycontrolsystem/minicps",
"path": "/examples/swat-s1/init.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: salaniz/pycocoevalcap path: /spice/get_stanford_models.py
#!/usr/bin/python
# This script downloads the Stanford CoreNLP models.
import os
from urllib.request import urlretrieve
from zipfile import ZipFile
CORENLP = 'stanford-corenlp-full-2015-12-09'
SPICELIB = 'lib'
JAR = 'stanford-corenlp-3.6.... | code_fim | hard | {
"lang": "python",
"repo": "salaniz/pycocoevalcap",
"path": "/spice/get_stanford_models.py",
"mode": "psm",
"license": "BSD-2-Clause-Views",
"source": "the-stack-v2"
} |
<|fim_suffix|> jar_name = os.path.join(SPICEDIR, SPICELIB, '{}.jar'.format(JAR))
# Only download file if file does not yet exist. Else: do nothing
if not os.path.exists(jar_name):
print('Downloading {} for SPICE ...'.format(JAR))
url = 'http://nlp.stanford.edu/software/{}.zip'.format(CORENLP)... | code_fim | hard | {
"lang": "python",
"repo": "salaniz/pycocoevalcap",
"path": "/spice/get_stanford_models.py",
"mode": "spm",
"license": "BSD-2-Clause-Views",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: thalium/icebox path: /third_party/virtualbox/src/libs/libxml2-2.9.4/python/tests/push.py
#!/usr/bin/python -u
import sys
import libxml2
# Memory debug specific
libxml2.debugMemory(1)
<|fim_suffix|># Memory debug specific
libxml2.cleanupParser()
if libxml2.debugMemory(1) == 0:
print("OK")
el... | code_fim | hard | {
"lang": "python",
"repo": "thalium/icebox",
"path": "/third_party/virtualbox/src/libs/libxml2-2.9.4/python/tests/push.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|># Memory debug specific
libxml2.cleanupParser()
if libxml2.debugMemory(1) == 0:
print("OK")
else:
print("Memory leak %d bytes" % (libxml2.debugMemory(1)))
libxml2.dumpMemory()<|fim_prefix|># repo: thalium/icebox path: /third_party/virtualbox/src/libs/libxml2-2.9.4/python/tests/push.py
#!/usr/... | code_fim | hard | {
"lang": "python",
"repo": "thalium/icebox",
"path": "/third_party/virtualbox/src/libs/libxml2-2.9.4/python/tests/push.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def Vel_Reg(self, Z_T, Slope, Intercept):
vel_reg = Slope * Z_T + Intercept
return vel_reg
vel_reg = Vel_Reg(0, Z_T_, Slope, Intercept)
plt.figure(1)
plt.plot(Z_T, vel, '|', label='Points from Iteration')
plt.plot(Z_T_, vel_reg, label="Linear Regression")
plt.titl... | code_fim | hard | {
"lang": "python",
"repo": "Daz-Riza-Seriog/Transport_Phenomena",
"path": "/Movement-Transfer/E.C.4_Friction_Loss_Build_4_floor.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Daz-Riza-Seriog/Transport_Phenomena path: /Movement-Transfer/E.C.4_Friction_Loss_Build_4_floor.py
# Code made for Sergio Andrés Díaz Ariza
# 04 August 2021
# License MIT
# Transport Phenomena: Python Case of Study Friction Loss in Build
from scipy.optimize import minimize
import matplotlib.pypl... | code_fim | hard | {
"lang": "python",
"repo": "Daz-Riza-Seriog/Transport_Phenomena",
"path": "/Movement-Transfer/E.C.4_Friction_Loss_Build_4_floor.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> bnd_f_u = sol.x[1]
bnd_f_ = (1, bnd_f_u)
bnd = [bnd_f, bnd_f_]
x0 = [sol.x[0] - 0.00133, sol.x[1] - 0.0133]
vel.append(sol.x[1])
f_c.append(sol.x[0])
z_t_x_axe = Z_T.reshape((-1, 1))
vel_y_axe = vel
model = LinearRegression(n_jobs=-1).fit(z_t_... | code_fim | hard | {
"lang": "python",
"repo": "Daz-Riza-Seriog/Transport_Phenomena",
"path": "/Movement-Transfer/E.C.4_Friction_Loss_Build_4_floor.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>def print_node(x, y):
return str(x) + ' ' + str(y) + ' '
def process_nodes(x1, y1):
x2, y2 = find_next_free_node(x1, y1, True)
x3, y3 = find_next_free_node(x1, y1, False)
result = print_node(x1, y1) + print_node(x2, y2) + print_node(x3, y3)
print result
for y in xrange(height... | code_fim | hard | {
"lang": "python",
"repo": "jraximus/codingame-solutions",
"path": "/medium/there-is-no-spoon-episode-1.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: jraximus/codingame-solutions path: /medium/there-is-no-spoon-episode-1.py
#https://www.codingame.com/training/medium/there-is-no-spoon-episode-1
import sys
import math
# Don't let the machines win. You are humanity's last hope...
<|fim_suffix|> return str(x) + ' ' + str(y) + ' '
def pr... | code_fim | hard | {
"lang": "python",
"repo": "jraximus/codingame-solutions",
"path": "/medium/there-is-no-spoon-episode-1.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: googleapis/python-spanner-django path: /tests/system/django_spanner/models.py
# Copyright 2021 Google LLC
#
# Use of this source code is governed by a BSD-style
# license that can be found in the LICENSE file or at
# https://developers.google.com/open-source/licenses/bsd
"""
Different models use... | code_fim | medium | {
"lang": "python",
"repo": "googleapis/python-spanner-django",
"path": "/tests/system/django_spanner/models.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|>class Event(models.Model):
start_date = models.DateTimeField()
end_date = models.DateTimeField()
class Meta:
constraints = [
models.CheckConstraint(
check=models.Q(end_date__gt=models.F("start_date")),
name="check_start_date",
),... | code_fim | hard | {
"lang": "python",
"repo": "googleapis/python-spanner-django",
"path": "/tests/system/django_spanner/models.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> return str(self.num)
class Event(models.Model):
start_date = models.DateTimeField()
end_date = models.DateTimeField()
class Meta:
constraints = [
models.CheckConstraint(
check=models.Q(end_date__gt=models.F("start_date")),
name="ch... | code_fim | medium | {
"lang": "python",
"repo": "googleapis/python-spanner-django",
"path": "/tests/system/django_spanner/models.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> repo_template = WorkflowRepositoryTemplate.new_instance(workflow_type, local_path=workflow_path, data={
'workflow_name': workflow_name, 'workflow_description': workflow_description,
'workflow_version': repo.default_branch,
'repo_url': repo.html_url, 'repo_full_name': repo.full_... | code_fim | hard | {
"lang": "python",
"repo": "crs4/life_monitor",
"path": "/lifemonitor/api/models/wizards/repository_template.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> workflow_type = QuestionStep("Which type of workflow are we going to host on this repository?",
description="",
options=valid_workflow_types)
workflow_title = QuestionStep("Choose a name for your workflow",
... | code_fim | hard | {
"lang": "python",
"repo": "crs4/life_monitor",
"path": "/lifemonitor/api/models/wizards/repository_template.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: crs4/life_monitor path: /lifemonitor/api/models/wizards/repository_template.py
# Copyright (c) 2020-2022 CRS4
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without ... | code_fim | hard | {
"lang": "python",
"repo": "crs4/life_monitor",
"path": "/lifemonitor/api/models/wizards/repository_template.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: dell/python-powerstore path: /PyPowerStore/tests/unit_tests/entity/cluster.py
from PyPowerStore.tests.unit_tests.entity.base_abstract import Entity
from PyPowerStore.tests.unit_tests.data.common_data import CommonData
class ClusterResponse(Entity):
def __init__(self, method, url, **kwargs)... | code_fim | hard | {
"lang": "python",
"repo": "dell/python-powerstore",
"path": "/PyPowerStore/tests/unit_tests/entity/cluster.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> return self.status_code, [self.data.cluster_details_1]
def modify_cluster(self):
return 204, self.data.cluster_details_1
def cluster_create(self):
return 201, self.data.cluster_id_1
def cluster_create_validate(self):
return 204, None<|fim_prefix|># repo: dell... | code_fim | hard | {
"lang": "python",
"repo": "dell/python-powerstore",
"path": "/PyPowerStore/tests/unit_tests/entity/cluster.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: RCayre/mirage path: /mirage/libs/bt_utils/ubertooth.py
from mirage.libs.bt_utils.scapy_ubertooth_layers import *
from mirage.libs import io,wireless,utils
from threading import Lock
import usb.core,usb.util,struct,array
from fcntl import ioctl
class BtUbertoothDevice(wireless.Device):
'''
This... | code_fim | hard | {
"lang": "python",
"repo": "RCayre/mirage",
"path": "/mirage/libs/bt_utils/ubertooth.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> >>> device.getFirmwareVersion()
'1.6'
'''
return self.version
def getDeviceIndex(self):
'''
This method returns the index of the current Ubertooth device.
:return: device's index
:rtype: int
:Example:
>>> device.getDeviceIndex()
0
'''
return self.index
def _initBT... | code_fim | hard | {
"lang": "python",
"repo": "RCayre/mirage",
"path": "/mirage/libs/bt_utils/ubertooth.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> '''
This method returns the firmware version in use in the current Ubertooth device.
:return: firmware version
:rtype: str
:Example:
>>> device.getFirmwareVersion()
'1.6'
'''
return self.version
def getDeviceIndex(self):
'''
This method returns the index of the current Ube... | code_fim | hard | {
"lang": "python",
"repo": "RCayre/mirage",
"path": "/mirage/libs/bt_utils/ubertooth.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: chris-wood/CCNSink path: /src/IPInputStage.py
import sys
import time
import BaseHTTPServer
import threading
import multiprocessing
from PendingMessageTable import *
from BaseHTTPServer import *
from PipelineStage import *
from OutgoingMessage import *
# Public reference to the stage instance for... | code_fim | hard | {
"lang": "python",
"repo": "chris-wood/CCNSink",
"path": "/src/IPInputStage.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def setPath(self, pathBytes):
raise RuntimeError("not yet implemented")
def buildInterest(self, chunk):
path = self.path
targetInterestName = (stage.paramMap["NDN_URI_PREFIX"] + str(path)).replace("//", "/")
return targetInterestName
class IPInputStage(PipelineStage, threading.Thread):
def __... | code_fim | hard | {
"lang": "python",
"repo": "chris-wood/CCNSink",
"path": "/src/IPInputStage.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: tanmaykm/JuliaBox path: /engine/src/juliabox/plugins/user_admin/user_admin.py
__author__ = 'tan'
import os
from juliabox.handlers import JBPluginHandler, JBPluginUI
from juliabox.jbox_util import JBoxCfg
from juliabox.db import JBoxUserV2, JBoxDBItemNotFound
class UserAdminUIModule(JBPluginUI)... | code_fim | hard | {
"lang": "python",
"repo": "tanmaykm/JuliaBox",
"path": "/engine/src/juliabox/plugins/user_admin/user_admin.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> courses = ','.join(fetch_user.get_courses_offered())
resp = {
'user_id': fetch_user.get_user_id(),
'role': fetch_user.get_role(),
'resprof': fetch_user.get_resource_profile(),
'cores': fetch_user.get_max_cluster_cores(),
'courses... | code_fim | hard | {
"lang": "python",
"repo": "tanmaykm/JuliaBox",
"path": "/engine/src/juliabox/plugins/user_admin/user_admin.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
class UserAdminHandler(JBPluginHandler):
provides = [JBPluginHandler.JBP_HANDLER, JBPluginHandler.JBP_JS_TOP]
@staticmethod
def get_js():
return "/assets/plugins/user_admin/user_admin.js"
@staticmethod
def register(app):
app.add_handlers(".*$", [(r"/jboxplugin/user_a... | code_fim | hard | {
"lang": "python",
"repo": "tanmaykm/JuliaBox",
"path": "/engine/src/juliabox/plugins/user_admin/user_admin.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> for i in range(_NUM_LEDS):
pixel = view[i * 4:i * 4 + 4]
pixel[0] = _BRIGHTNESS
if mode == 1:
# Rainbow demo
rainbow((i + t) % 240, pixel)
elif mode == 2:
# Night-time warm white?
pixel[1] = 40
pixel[2] = 120
pixel[3] = 255
... | code_fim | hard | {
"lang": "python",
"repo": "jimmo/stair-lights",
"path": "/pyboard/main.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # Gamma
pixel[1] = pixel[1] * pixel[1] * pixel[1] // 65535
pixel[2] = pixel[2] * pixel[2] * pixel[2] // 65535
_STRIP.send(pixeldata)
utime.sleep_ms(delay)
last_mode = mode
t += 1<|fim_prefix|># repo: jimmo/stair-lights path: /pyboard/main.py
import pyb
import utime
_BRIGH... | code_fim | hard | {
"lang": "python",
"repo": "jimmo/stair-lights",
"path": "/pyboard/main.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: jimmo/stair-lights path: /pyboard/main.py
import pyb
import utime
_BRIGHTNESS = const(0b11100100)
_STRIP = pyb.SPI('X', pyb.SPI.MASTER, baudrate=1000000, crc=None, bits=8, firstbit=pyb.SPI.MSB, phase=1)
_BUTTON = pyb.Switch()
_NUM_LEDS = 170
pixeldata = bytearray([0x00] * 4 + [0x00] * 4 * _N... | code_fim | hard | {
"lang": "python",
"repo": "jimmo/stair-lights",
"path": "/pyboard/main.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: iTecAI/YeetYoink path: /server.py
from json.decoder import JSONDecodeError
from peerbase import Node
import json
import argparse
from cryptography.fernet import Fernet, InvalidToken
from socket import *
import os
import shutil
import sys
import logging
import collections.abc, collections
import r... | code_fim | hard | {
"lang": "python",
"repo": "iTecAI/YeetYoink",
"path": "/server.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> if 'path' in kwargs.keys():
fpath = os.path.join(pformat(CONFIG.transfer.root), pformat(kwargs['path']))
if os.path.exists(fpath):
if os.path.isdir(fpath):
return [[f, os.path.isfile(os.path.join(fpath, f))] for f in os.listdir(fpath)]
else:
... | code_fim | hard | {
"lang": "python",
"repo": "iTecAI/YeetYoink",
"path": "/server.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> self.yeets = {}
self.yoinks = {}
STATE = State()
def check_timeouts_loop():
global STATE
while True:
for yeet in list(STATE.yeets.keys()):
if STATE.yeets[yeet]['timeout_time'] < time.time():
[x.close() for x in STATE.yeets[yeet]['data'].values(... | code_fim | hard | {
"lang": "python",
"repo": "iTecAI/YeetYoink",
"path": "/server.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> from application import UserMethod
@login_manager.user_loader
# def load_user(user_id):
def load_user(session_token):
# print('load_user - user_id - session_token: ', session_token)
print('loading auth...')
user_id = UserMethod.get_id_by_session_token(session_token)... | code_fim | hard | {
"lang": "python",
"repo": "or73/Catalog",
"path": "/application/setup.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> db.init_app(app)
login_manager = LoginManager(app) # Init LoginManager
""" Initialize plugins """
login_manager.login_message = 'You must be logged in to access this page'
login_manager.login_message_category = 'info'
login_manager.session_protection = 'strong'
login_manager.... | code_fim | medium | {
"lang": "python",
"repo": "or73/Catalog",
"path": "/application/setup.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: or73/Catalog path: /application/setup.py
"""
File Path: application/setup.py
Description: setup the App
This will have the function to create the App which will initialize the database and register all blueprints.
Copyright (c) 2019. This Application has been developed by OR73.
"""
from flask imp... | code_fim | medium | {
"lang": "python",
"repo": "or73/Catalog",
"path": "/application/setup.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: pyhackertarget/hackertarget path: /tests/hackertarget_test.py
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import unittest
from unittest.mock import Mock
from source import hackertarget_api
class hackertarget_test(unittest.TestCase):
def test_traceroute_script(self):
hackertarget_... | code_fim | hard | {
"lang": "python",
"repo": "pyhackertarget/hackertarget",
"path": "/tests/hackertarget_test.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> hackertarget_api.hackertarget_api = Mock()
hackertarget_api.hackertarget_api(9, "facebook.com")
hackertarget_api.hackertarget_api.assert_called_once_with(9, "facebook.com")
def test_reverse_ip_lookup_script(self):
hackertarget_api.hackertarget_api = Mock()
hack... | code_fim | hard | {
"lang": "python",
"repo": "pyhackertarget/hackertarget",
"path": "/tests/hackertarget_test.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: szhu3210/LeetCode_Solutions path: /LC/486.py
class Solution(object):
def PredictTheWinner(self, nums):
"""
:type nums: List[int]
:rtype: bool
"""
## 49ms Solution.
def dfs(nums, start, end, cache):
if (start, end) not in cac... | code_fim | hard | {
"lang": "python",
"repo": "szhu3210/LeetCode_Solutions",
"path": "/LC/486.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def win(self, player, adv, i, j):
# i, j indicates the border of current nums (save mem.)
# player indicates current player
# adv indicate current player's advantage to the counterpart
if i==j:
dif = adv + self.nums[i]
if player==1:
... | code_fim | hard | {
"lang": "python",
"repo": "szhu3210/LeetCode_Solutions",
"path": "/LC/486.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # i, j indicates the border of current nums (save mem.)
# player indicates current player
# adv indicate current player's advantage to the counterpart
if i==j:
dif = adv + self.nums[i]
if player==1:
res = dif>=0
else:
... | code_fim | hard | {
"lang": "python",
"repo": "szhu3210/LeetCode_Solutions",
"path": "/LC/486.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> output[y1:y1+h1, x1:x1+w1] = roi2[0:h1, 0:w1]
output[y2:y2+h2, x2:x2+w2] = roi1[0:h2, 0:w2]
else:
txt = 'Face swap requires exactly 2 faces!'
cv2.putText(output, txt, (20, 200), font, 0.5, ui_shadow, 1, cv2.LINE_AA)
cv2.putText(output, txt, (21, 201), font, 0.5,... | code_fim | hard | {
"lang": "python",
"repo": "rekha-balan/MachineLearningTutorials",
"path": "/Computer Vision/Facial Recognition/webcam_facedetect_cv2.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: rekha-balan/MachineLearningTutorials path: /Computer Vision/Facial Recognition/webcam_facedetect_cv2.py
# -*- coding: utf-8 -*-
"""
Simple example of using haar cascades to detect faces with OpenCV
@author: Jason Ioffe
"""
import numpy as np
import cv2
FRAME_CAPTION = 'OpenCV - Haar Cascades f... | code_fim | hard | {
"lang": "python",
"repo": "rekha-balan/MachineLearningTutorials",
"path": "/Computer Vision/Facial Recognition/webcam_facedetect_cv2.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: RoleplayingIsMagic/roleplayingismagic.github.io path: /_postbuild.py
#!/usr/bin/env python3
# Roleplaying is Magic S4E Website Postbuild Script
# This removes unneeded directories, based on what our config script did and didn't build
import os
import os.path
import shutil
print('Running Postbui... | code_fim | hard | {
"lang": "python",
"repo": "RoleplayingIsMagic/roleplayingismagic.github.io",
"path": "/_postbuild.py",
"mode": "psm",
"license": "BSD-2-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> # rewrite new file line-by-line
with open(original_filename, 'r') as original:
with open(full_filename, 'w') as new:
for line in original:
# we really, /really/ don't wanna screw up webfonts, do this check
if 'webfont' in line:
new.write(line)
else:
... | code_fim | hard | {
"lang": "python",
"repo": "RoleplayingIsMagic/roleplayingismagic.github.io",
"path": "/_postbuild.py",
"mode": "spm",
"license": "BSD-2-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: bizcafe-synapse/CoffeeStats path: /CoffeeStats/CoffeeStats.py
from openpyxl import load_workbook
from SalesCalculator import SalesCalculator
import matplotlib.pyplot as plt
def main():
sc = SalesCalculator(4.75)
# Open an Excel Workbook -> Sales sheet has data about cups sold
wb... | code_fim | medium | {
"lang": "python",
"repo": "bizcafe-synapse/CoffeeStats",
"path": "/CoffeeStats/CoffeeStats.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> for i, rate in enumerate(rates): # Add plot points for each week's sales
plt.plot([i + 1], [rate], 'ro')
plt.annotate(str(rate), (i + 1, rate))
projectedValue = rates[len(rates) - 1] + sc.projectSales() # projection for next week's sale
plt.plot([len(rates) + 1], [projectedVal... | code_fim | medium | {
"lang": "python",
"repo": "bizcafe-synapse/CoffeeStats",
"path": "/CoffeeStats/CoffeeStats.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # Project num cups sold for upcoming week
projectedHours = eval(input("How many hours will the cafe be open next week? "))
print("Projected Cup Sales: {:.2f}".format(sc.projectSalesGivenRate(projectedValue, projectedHours)))
main()<|fim_prefix|># repo: bizcafe-synapse/CoffeeStats path: /Coff... | code_fim | hard | {
"lang": "python",
"repo": "bizcafe-synapse/CoffeeStats",
"path": "/CoffeeStats/CoffeeStats.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def test_noEntries(self):
self.assertEqual(len(self.db.getDatasets()), 0, "No table entries for datasets should exist")
self.assertEqual(len(self.db.getRasterLayerGroups()), 0, "No table entries for layers should exist")
def test_dbInsert(self):
'''Test insert val... | code_fim | hard | {
"lang": "python",
"repo": "liviajakob/data-sharing-platform",
"path": "/data_sharing/tests/test_database.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: liviajakob/data-sharing-platform path: /data_sharing/tests/test_database.py
'''
Unittests for the Database class
File: test_database.py
@author: livia
'''
import unittest
from display_data import Database
import sys, os
from datetime import datetime
class DatabaseTest(unittest.TestCase):
'... | code_fim | hard | {
"lang": "python",
"repo": "liviajakob/data-sharing-platform",
"path": "/data_sharing/tests/test_database.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> self.assertEqual(len(self.db.getDatasets()), 0, "No table entries for datasets should exist")
self.assertEqual(len(self.db.getRasterLayerGroups()), 0, "No table entries for layers should exist")
def test_dbInsert(self):
'''Test insert values into database'''
s... | code_fim | medium | {
"lang": "python",
"repo": "liviajakob/data-sharing-platform",
"path": "/data_sharing/tests/test_database.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: r9y9/nlp100 path: /34.py
d = {}
doc = []
with open("neko.txt.mecab") as f:
lines = f.readlines()
sentense = []
for line in lines:
line = line[:-1]
if line == "EOS":
if len(sentense) > 0:
doc.append(sentense)
sentense = []
... | code_fim | medium | {
"lang": "python",
"repo": "r9y9/nlp100",
"path": "/34.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>for sentense in doc:
for idx in range(1, len(sentense) - 1):
curr_word = sentense[idx]
prev_word = sentense[idx - 1]
next_word = sentense[idx + 1]
if curr_word[0] == "の" and prev_word[2] == "名詞" \
and next_word[2] == "名詞":
print(prev_word[0], curr... | code_fim | medium | {
"lang": "python",
"repo": "r9y9/nlp100",
"path": "/34.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def run(self, params={}):
self.connection.client.takedown_request(params.get(Input.ALERT_ID), params.get(Input.TARGET))
return {Output.STATUS: True}<|fim_prefix|># repo: rapid7/insightconnect-plugins path: /plugins/rapid7_intsights/icon_rapid7_intsights/actions/takedown_request/action... | code_fim | hard | {
"lang": "python",
"repo": "rapid7/insightconnect-plugins",
"path": "/plugins/rapid7_intsights/icon_rapid7_intsights/actions/takedown_request/action.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: rapid7/insightconnect-plugins path: /plugins/rapid7_intsights/icon_rapid7_intsights/actions/takedown_request/action.py
import insightconnect_plugin_runtime
from .schema import TakedownRequestInput, TakedownRequestOutput, Input, Output, Component
<|fim_suffix|> def run(self, params={}):
... | code_fim | hard | {
"lang": "python",
"repo": "rapid7/insightconnect-plugins",
"path": "/plugins/rapid7_intsights/icon_rapid7_intsights/actions/takedown_request/action.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> if not smiles in self.src_cooked:
self.src_cooked[smiles] = rdchiralReactants(smiles)
return self.src_cooked[smiles]
def run_reaction(self, src, template):
key = (src, template)
if key in self.cached_results:
return self.cached_results[key]
... | code_fim | hard | {
"lang": "python",
"repo": "Hanjun-Dai/GLN",
"path": "/gln/common/reactor.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Hanjun-Dai/GLN path: /gln/common/reactor.py
from __future__ import print_function
from __future__ import absolute_import
from __future__ import division
import rdkit
from rdkit import Chem
from gln.common.cmd_args import rdchiralReaction, rdchiralReactants, rdchiralRun
class _Reactor(object):
... | code_fim | hard | {
"lang": "python",
"repo": "Hanjun-Dai/GLN",
"path": "/gln/common/reactor.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
def setup_model(num_chars, num_speakers, c, enable_tflite=False):
print(" > Using model: {}".format(c.model))
MyModel = importlib.import_module('TTS.tts.tf.models.' + c.model.lower())
MyModel = getattr(MyModel, c.model)
if c.model.lower() in "tacotron":
raise NotImplementedError('... | code_fim | hard | {
"lang": "python",
"repo": "ysujiang/Tacotron-2",
"path": "/TTS/tts/tf/utils/generic_utils.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> if max_len is None:
max_len = sequence_length.max()
batch_size = sequence_length.size(0)
seq_range = np.empty([0, max_len], dtype=np.int8)
seq_range_expand = seq_range.unsqueeze(0).expand(batch_size, max_len)
if sequence_length.is_cuda:
seq_range_expand = seq_range_expa... | code_fim | hard | {
"lang": "python",
"repo": "ysujiang/Tacotron-2",
"path": "/TTS/tts/tf/utils/generic_utils.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: ysujiang/Tacotron-2 path: /TTS/tts/tf/utils/generic_utils.py
import os
import datetime
import importlib
import pickle
import numpy as np
import tensorflow as tf
def save_checkpoint(model, optimizer, current_step, epoch, r, output_path, **kwargs):
state = {
'model': model.weights,
... | code_fim | hard | {
"lang": "python",
"repo": "ysujiang/Tacotron-2",
"path": "/TTS/tts/tf/utils/generic_utils.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
@click.command(name='delete', short_help=help.DELETE_SHORT_HELP)
@click.option('-r', '--region', type=str, help=help.REGION)
@click.option('-ns', '--namespace', default="default", help=help.NAMESPACE)
@click.option('-n', '--name', help=help.DELETE_NAME)
@click.option('-f', '--force', is_flag=True, help=h... | code_fim | hard | {
"lang": "python",
"repo": "tencentyun/scfcli",
"path": "/tcfcli/cmds/function/delete/cli.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: tencentyun/scfcli path: /tcfcli/cmds/function/delete/cli.py
# -*- coding: utf-8 -*-
from tcfcli.common.user_config import UserConfig
from tcfcli.common.operation_msg import Operation
from tcfcli.common.user_exceptions import *
import tcfcli.common.base_infor as infor
from tcfcli.help.message imp... | code_fim | hard | {
"lang": "python",
"repo": "tencentyun/scfcli",
"path": "/tcfcli/cmds/function/delete/cli.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: jlaumonier/mlsurvey path: /test/test_sl/test_model/test_data_pandas.py
import unittest
import numpy as np
import pandas as pd
import mlsurvey as mls
class TestDataPanda(unittest.TestCase):
def test_init_data_all_empty_pandas(self):
"""
:test : mlsurvey.model.DataPandas()
... | code_fim | hard | {
"lang": "python",
"repo": "jlaumonier/mlsurvey",
"path": "/test/test_sl/test_model/test_data_pandas.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def test_merge_all_should_merge_pandas(self):
"""
:test : mlsurvey.modles.Data.merge_all()
:condition : data contains x, y and y_pred. Dataframe is pandas
:main_result : data are merge into one array
"""
x = np.array([[1, 2], [3, 4]])
y = np.arra... | code_fim | hard | {
"lang": "python",
"repo": "jlaumonier/mlsurvey",
"path": "/test/test_sl/test_model/test_data_pandas.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
def main(argv=None):
args = argument_parser().parse_args(argv)
print(args)
df = pd.read_csv(
args.filename,
parse_dates=[args.timestamp]
)
df = df.rename(
columns={
args.timestamp: 'timestamp',
args.value: 'value'
})[['timestamp'... | code_fim | hard | {
"lang": "python",
"repo": "cliffxuan/puzzle",
"path": "/energy_consumption/process_time_series.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: cliffxuan/puzzle path: /energy_consumption/process_time_series.py
#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
"""
import argparse
import datetime as dt
import pandas as pd
import matplotlib.pyplot as plt
def valid_date(date: str) -> pd.Timestamp:
"""
validate date
"""
try... | code_fim | hard | {
"lang": "python",
"repo": "cliffxuan/puzzle",
"path": "/energy_consumption/process_time_series.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> pass
def test_b_pick_value_from_field(self):
value, error = mel.rotomap.relate.pick_value_from_field(
numpy.array([0, 0]),
[(numpy.array([0, 0]), [1, 2])])
self.assertEqual(0.0, error)
self.assertTrue(([1.0, 2.0] == value).all(), True)<|fim_pr... | code_fim | medium | {
"lang": "python",
"repo": "littleboss/mel",
"path": "/py/mel/rotomap/relate__t.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: littleboss/mel path: /py/mel/rotomap/relate__t.py
"""Test suite for mel.rotomap.relate."""
# =============================================================================
# TEST PLAN
# -----------------------------------------------------------------------------
... | code_fim | medium | {
"lang": "python",
"repo": "littleboss/mel",
"path": "/py/mel/rotomap/relate__t.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: KevinHock/checkov path: /checkov/cloudformation/context_parser.py
import logging
import operator
from functools import reduce
import re
COMMENT_REGEX = re.compile(r'(checkov:skip=) *([A-Z_\d]+)(:[^\n]+)?')
class ContextParser(object):
"""
CloudFormation template context parser
"""
... | code_fim | hard | {
"lang": "python",
"repo": "KevinHock/checkov",
"path": "/checkov/cloudformation/context_parser.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> """Search deep for keys and get their values"""
keys = []
if isinstance(cfn_dict, dict):
for key in cfn_dict:
pathprop = path[:]
pathprop.append(key)
if key == search_text:
pathprop.append(cfn_dict[key]... | code_fim | hard | {
"lang": "python",
"repo": "KevinHock/checkov",
"path": "/checkov/cloudformation/context_parser.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> Function to integrate.
xmin : `~astropy.units.Quantity` or array-like
Integration range minimum
xmax : `~astropy.units.Quantity` or array-like
Integration range minimum
ndecade : int, optional
Number of grid points per decade used for the integration.
De... | code_fim | hard | {
"lang": "python",
"repo": "mirca/gammapy",
"path": "/gammapy/spectrum/utils.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: mirca/gammapy path: /gammapy/spectrum/utils.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst
from __future__ import absolute_import, division, print_function, unicode_literals
import numpy as np
from astropy.units import Quantity
from .. utils.energy import EnergyBounds
__all__... | code_fim | hard | {
"lang": "python",
"repo": "mirca/gammapy",
"path": "/gammapy/spectrum/utils.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: snkellner/ontap-rest-python path: /examples/rest_api/snapshot_operations.py
#! /usr/bin/env python3
"""
ONTAP REST API Python Sample Scripts
This script was developed by NetApp to help demonstrate NetApp technologies. This
script is not officially supported as a standard NetApp product.
Purpos... | code_fim | hard | {
"lang": "python",
"repo": "snkellner/ontap-rest-python",
"path": "/examples/rest_api/snapshot_operations.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> """ snapshot delete"""
print("=============================================")
print()
show_snapshot(cluster, headers_inc)
print()
vol_uuid = input("Enter the UUID of the Volume to be updated [UUID]:-")
snapshot_uuid = input(
"Enter the UUID of the snapshot to be Delete... | code_fim | hard | {
"lang": "python",
"repo": "snkellner/ontap-rest-python",
"path": "/examples/rest_api/snapshot_operations.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|>def show_snapshot(cluster: str, headers_inc: str):
""" list snapshot"""
show_volume(cluster, headers_inc)
print()
vol_name = input(
"Enter the Volume from which the Snapshot need to be listed:-")
vol_uuid = get_key_volumes(vol_name, cluster, headers_inc)
print()
print("... | code_fim | hard | {
"lang": "python",
"repo": "snkellner/ontap-rest-python",
"path": "/examples/rest_api/snapshot_operations.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> # Amplify audio by a rate (e.g., louder or lower)
class Amplify(object):
def __init__(self, rate=(0.2, 2)):
assert is_list_or_tuple(rate)
self.rate = to_tuple(rate)
'''
Test result: For an audio with a median voice,
if rate=0.2, I... | code_fim | hard | {
"lang": "python",
"repo": "felixchenfy/Speech-Commands-Classification-by-LSTM-PyTorch",
"path": "/utils/lib_augment.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # Add padding
if self.keep_size:
z = np.zeros(n)
if time>0: # pad at left
data = np.concatenate((z, data))
else:
data = np.concatenate((data, z))
# return
audio.data = d... | code_fim | hard | {
"lang": "python",
"repo": "felixchenfy/Speech-Commands-Classification-by-LSTM-PyTorch",
"path": "/utils/lib_augment.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: felixchenfy/Speech-Commands-Classification-by-LSTM-PyTorch path: /utils/lib_augment.py
''' Data augmentation on audio.
Written in the form of a set of Classes.
'''
if 1: # Set path
import sys, os
ROOT = os.path.dirname(os.path.abspath(__file__))+"/../" # root of the project
sys.path... | code_fim | hard | {
"lang": "python",
"repo": "felixchenfy/Speech-Commands-Classification-by-LSTM-PyTorch",
"path": "/utils/lib_augment.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: codeforamerica/intake path: /intake/views/applicant_form_view_base.py
from django.views.generic.edit import FormView
from django.utils.translation import ugettext as _
from intake import models, utils
import intake.services.events_service as EventsService
import intake.services.messages_service a... | code_fim | hard | {
"lang": "python",
"repo": "codeforamerica/intake",
"path": "/intake/views/applicant_form_view_base.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> EventsService.form_page_complete(self)
utils.save_form_data_to_session(
self.request, self.session_key, form.data)
def form_valid(self, form):
self.log_page_completion_and_save_data(form)
return super().form_valid(form)
def form_invalid(self, form):
... | code_fim | hard | {
"lang": "python",
"repo": "codeforamerica/intake",
"path": "/intake/views/applicant_form_view_base.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Cosmos-Break/leetcode path: /653.两数之和-iv-输入-bst.py
#
# @lc app=leetcode.cn id=653 lang=python3
#
# [653] 两数之和 IV - 输入 BST
#
# @lc code=start
# Definition for a binary tree node.
# class TreeNode:
# def __init__(self, val=0, left=None, right=None):
# self.val = val
# self.left... | code_fim | medium | {
"lang": "python",
"repo": "Cosmos-Break/leetcode",
"path": "/653.两数之和-iv-输入-bst.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def findTarget(self, root: TreeNode, k: int) -> bool:
val_set = set()
def dfs(node):
if node is None:
return False
if k - node.val in val_set:
return True
else:
val_set.add(node.val)
ret... | code_fim | hard | {
"lang": "python",
"repo": "Cosmos-Break/leetcode",
"path": "/653.两数之和-iv-输入-bst.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def test_success_logging(self) -> None:
"""Test success logging."""
self.logger.setLevel(LogLevels.SUCCESS)
with self.assertLogs(self.logger, LogLevels.SUCCESS) as context:
self.logger.success(self.msg)
self.assertEqual(context.output,
... | code_fim | hard | {
"lang": "python",
"repo": "ITProKyle/f-cli",
"path": "/tests/test_logging.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: ITProKyle/f-cli path: /tests/test_logging.py
"""Tests for src/f_cli/logging.py."""
import logging
from unittest import TestCase
from f_cli import __version__
from f_cli.logging import FLogger, LogLevels, setup_logging
logging.setLoggerClass(FLogger)
class TestLogLevels(TestCase):
"""Tests... | code_fim | hard | {
"lang": "python",
"repo": "ITProKyle/f-cli",
"path": "/tests/test_logging.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|>
class TestSetupLoggingFunction(TestCase):
"""Test the setup_logging function."""
f_logger: logging.Logger = logging.getLogger('f-cli')
boto3_logger: logging.Logger = logging.getLogger('boto3')
botocore_logger: logging.Logger = logging.getLogger('botocore')
def test_setup_logging_inf... | code_fim | hard | {
"lang": "python",
"repo": "ITProKyle/f-cli",
"path": "/tests/test_logging.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: frosenwind/dnn-quant path: /scripts/train_net.py
#!/bin/sh
''''exec python3 -u -- "$0" ${1+"$@"} # '''
# #! /usr/bin/env python3
# Copyright 2016 Euclidean Technologies Management LLC All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this ... | code_fim | hard | {
"lang": "python",
"repo": "frosenwind/dnn-quant",
"path": "/scripts/train_net.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> print("Constructing model ...")
model = model_utils.get_training_model(session, config, verbose=True)
if config.early_stop is not None:
print("Training will early stop without "
"improvement after %d epochs."%config.early_stop)
train_history = list()
valid_history... | code_fim | hard | {
"lang": "python",
"repo": "frosenwind/dnn-quant",
"path": "/scripts/train_net.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Open-EO/openeo-python-client path: /tests/rest/datacube/test_mlmodel.py
import pytest
from openeo import BatchJob
from openeo.rest.mlmodel import MlModel
from .conftest import API_URL
FEATURE_COLLECTION_1 = {
"type": "FeatureCollection",
"features": [
{
"type": "Feat... | code_fim | hard | {
"lang": "python",
"repo": "Open-EO/openeo-python-client",
"path": "/tests/rest/datacube/test_mlmodel.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|>
@pytest.mark.parametrize("model_factory", [
(lambda con100: con100.load_ml_model("my-j08")),
(lambda con100: "my-j08"),
(lambda con100: BatchJob("my-j08", con100)),
])
def test_predict_random_forest(con100, model_factory):
ml_model = model_factory(con100)
cube = con100.load_collection... | code_fim | hard | {
"lang": "python",
"repo": "Open-EO/openeo-python-client",
"path": "/tests/rest/datacube/test_mlmodel.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> git-replace-patch abcd1234 --affectedbranches < abcd1234.patch
# prints:
# mycurrentbranch
# origin/mycurrentbranch
# master
# origin/master
# you can now ask the user which branches are safe to rebase (or figure
# it out automaticall... | code_fim | hard | {
"lang": "python",
"repo": "phodge/dotfiles",
"path": "/bin/experimental/git-edit-patch",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> If you want to use git-replace-patch in a non-interactive context, you will
need to use --rewritebranches=... to tell it which branches it's allowed to
rebase safely (other than the current branch, which is assumed). To do this
in a programmatic way, you can use --affectedbranches to get a... | code_fim | hard | {
"lang": "python",
"repo": "phodge/dotfiles",
"path": "/bin/experimental/git-edit-patch",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: phodge/dotfiles path: /bin/experimental/git-edit-patch
#!/usr/bin/env python3
import click
@click.command()
def main():
"""
This abomination allows you to modify the changes included in commit COMMIT
by supplying an entirely new patch (diff).
EXAMPLES
Replace whatever nons... | code_fim | medium | {
"lang": "python",
"repo": "phodge/dotfiles",
"path": "/bin/experimental/git-edit-patch",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> io.write("<div class='figure-div'>\n")
io.write("<div class='figure-title'><a name='summary'>1, AfterQC summary</a></div>\n")
io.write("<table class='summary-table'>\n")
self.outputRow(io, "AfterQC Version:", self.version)
self.outputRow(io, "sequencing:", self.getS... | code_fim | hard | {
"lang": "python",
"repo": "vinsilico/prokseq",
"path": "/depend/afterqc/AfterQC-master/qcreporter.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: vinsilico/prokseq path: /depend/afterqc/AfterQC-master/qcreporter.py
import os,sys
def formatDivID(str):
str = str.replace(" ", "-")
str = str.replace(".", "-")
str = str.replace("/", "-")
return str
def formatNumber(num):
num = float(num)
unit = ["", "K", "M", "G", "T",... | code_fim | hard | {
"lang": "python",
"repo": "vinsilico/prokseq",
"path": "/depend/afterqc/AfterQC-master/qcreporter.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: alishakiba/galois path: /galois/poly.py
import numpy as np
from .conversion import decimal_to_poly, poly_to_decimal, poly_to_str
from .gf import GF
from .gf2 import GF2
class Poly:
"""
A polynomial class with coefficients in any Galois field.
Parameters
----------
coeffs :... | code_fim | hard | {
"lang": "python",
"repo": "alishakiba/galois",
"path": "/galois/poly.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # c(x) = a(x) * b(x)
a, b = Poly._verify_inputs(self, other)
a_degree = a.size - 1
b_degree = b.size - 1
c = self.field.Zeros(a_degree + b_degree + 1)
for i in np.nonzero(b)[0]:
c[i:i + a.size] += a*b[i]
return Poly(c, field=self.field)
... | code_fim | hard | {
"lang": "python",
"repo": "alishakiba/galois",
"path": "/galois/poly.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def __sub__(self, other):
# c(x) = a(x) - b(x)
a, b = Poly._verify_inputs(self, other)
c = self.field.Zeros(max(a.size, b.size))
c[-a.size:] = a
c[-b.size:] -= b
return Poly(c, field=self.field)
def __mul__(self, other):
# c(x) = a(x) * b(x)... | code_fim | hard | {
"lang": "python",
"repo": "alishakiba/galois",
"path": "/galois/poly.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
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