text stringlengths 232 16.3k | domain stringclasses 1
value | difficulty stringclasses 3
values | meta dict |
|---|---|---|---|
<|fim_prefix|># repo: chinmoykalita/alphachats path: /AlphaChats/migrations/0007_alter_chat_person.py
# Generated by Django 3.2 on 2021-04-30 07:21
<|fim_suffix|>
class Migration(migrations.Migration):
dependencies = [
('AlphaChats', '0006_auto_20210430_1248'),
]
operations = [
migration... | code_fim | easy | {
"lang": "python",
"repo": "chinmoykalita/alphachats",
"path": "/AlphaChats/migrations/0007_alter_chat_person.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
dependencies = [
('AlphaChats', '0006_auto_20210430_1248'),
]
operations = [
migrations.AlterField(
model_name='chat',
name='person',
field=models.CharField(max_length=30),
),
]<|fim_prefix|># repo: chinmoykalita/alphachats pat... | code_fim | medium | {
"lang": "python",
"repo": "chinmoykalita/alphachats",
"path": "/AlphaChats/migrations/0007_alter_chat_person.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: wmpauli/neurosynth path: /neurosynth/tests/basic_ma.py
# this script can be used to run basic forward and reverse inference on a feature
# the feature (e.g. fear) is expected to be supplied as a command line argument to the script
import sys
# assert that a feature has been supplied as command ... | code_fim | hard | {
"lang": "python",
"repo": "wmpauli/neurosynth",
"path": "/neurosynth/tests/basic_ma.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
# path of WHS atlas files
resource_dir = path.join(path.pardir, 'resources')
# make sure we have the data
dataset_dir = path.join(path.expanduser('~'), 'Documents', 'neurosynth-data')
database_path = path.join(dataset_dir, 'database_bregma.txt')
neurosynth_data_url = 'https://github.com/wmpauli/neur... | code_fim | hard | {
"lang": "python",
"repo": "wmpauli/neurosynth",
"path": "/neurosynth/tests/basic_ma.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: icysun/opencanary_web path: /service/whiteportservice.py
#!/usr/bin/env python
# -*- coding:utf-8 -*-
"""
Author: pirogue
Purpose: 白名单端口过滤
Site: http://pirogue.org
Created: 2018-08-17 16:15:08
"""
<|fim_suffix|> list_port = []
for port in White_res.select_white_port():
l... | code_fim | medium | {
"lang": "python",
"repo": "icysun/opencanary_web",
"path": "/service/whiteportservice.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|>def whiteports():
list_port = []
for port in White_res.select_white_port():
list_port.append(port[0])
return list_port
def insertports(list_port):
for p in list_port:
if p:
White_res.insert_white_port(int(p))
return True
def deleteports():
White_res.... | code_fim | medium | {
"lang": "python",
"repo": "icysun/opencanary_web",
"path": "/service/whiteportservice.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> # draw the barcode data and barcode type on the image
text = "{} ({})".format(barcodeData, barcodeType)
cv2.putText(frame, text, (x, y - 10),
cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 255), 2)
# if the barcode text is current... | code_fim | hard | {
"lang": "python",
"repo": "yellenlab/IncubatorImaging",
"path": "/SmartScope/smartscope/gui/Barcode.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: yellenlab/IncubatorImaging path: /SmartScope/smartscope/gui/Barcode.py
import tkinter as tk
from tkinter import filedialog
import csv
from imutils.video import VideoStream
from pyzbar import pyzbar
import argparse
import datetime
import imutils
import time
import cv2
import os
class Barcode:
... | code_fim | hard | {
"lang": "python",
"repo": "yellenlab/IncubatorImaging",
"path": "/SmartScope/smartscope/gui/Barcode.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # loop over the frames from the video stream
while True:
# grab the frame from the threaded video stream and resize it to
# have a maximum width of 400 pixels
frame = vs.read()
frame = imutils.resize(frame, width=400)
# find the ... | code_fim | hard | {
"lang": "python",
"repo": "yellenlab/IncubatorImaging",
"path": "/SmartScope/smartscope/gui/Barcode.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>FULL_PRESSURE = 1.0 # force needed for full pressure, eg 0.8 pen pressure will give a full stroke<|fim_prefix|># repo: mhdchehade/pinspiroy-950 path: /config.py
#user tablet settings
LEFT_HANDED = False #rotate pen and track 180 if true
<|fim_middle|># playing with these pressure curves types
PR... | code_fim | medium | {
"lang": "python",
"repo": "mhdchehade/pinspiroy-950",
"path": "/config.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: mhdchehade/pinspiroy-950 path: /config.py
#user tablet settings
LEFT_HANDED = False #rotate pen and track 180 if true
<|fim_suffix|>FULL_PRESSURE = 1.0 # force needed for full pressure, eg 0.8 pen pressure will give a full stroke<|fim_middle|># playing with these pressure curves types
PR... | code_fim | medium | {
"lang": "python",
"repo": "mhdchehade/pinspiroy-950",
"path": "/config.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: uc-cdis/workspace-token-service path: /wts/blueprints/external_oidc.py
import flask
import time
from authutils.user import current_user
from ..models import db, RefreshToken
from ..utils import get_config_var, get_oauth_client
blueprint = flask.Blueprint("external_oidc", __name__)
blueprint.... | code_fim | hard | {
"lang": "python",
"repo": "uc-cdis/workspace-token-service",
"path": "/wts/blueprints/external_oidc.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|>def get_refresh_token_expirations(username, idps):
"""
Returns:
dict: IdP to expiration of the most recent refresh token, or None if it's expired.
"""
now = int(time.time())
refresh_tokens = (
db.session.query(RefreshToken)
.filter_by(username=username)
... | code_fim | hard | {
"lang": "python",
"repo": "uc-cdis/workspace-token-service",
"path": "/wts/blueprints/external_oidc.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: comperical/MirrorEncode path: /script/CompJava.py
#!/usr/bin/python
import re, os, sys, fileinput
from shutil import copyfile
INSTALL_DIR = "/userdata/external/mirrenc"
def getSrcFileList():
return ["EncoderUtil", "Symbol", "HighPrecCoder", "EventModeler", "ArithBitio", "ModelerTree"]
def... | code_fim | hard | {
"lang": "python",
"repo": "comperical/MirrorEncode",
"path": "/script/CompJava.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # Change file back to read-only
chmodcall = "chmod 444 %s" % (nearpath)
os.system(chmodcall)
def compileDir(dirname):
jcall = "javac -cp %s/jclass -d %s/jclass %s/java/%s/*.java" % (INSTALL_DIR, INSTALL_DIR, INSTALL_DIR, dirname)
print("%s" % (jcall))
os.system(jcall)
if __name__ == "__ma... | code_fim | hard | {
"lang": "python",
"repo": "comperical/MirrorEncode",
"path": "/script/CompJava.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>def compileDir(dirname):
jcall = "javac -cp %s/jclass -d %s/jclass %s/java/%s/*.java" % (INSTALL_DIR, INSTALL_DIR, INSTALL_DIR, dirname)
print("%s" % (jcall))
os.system(jcall)
if __name__ == "__main__":
"""
1) Copy the code from the main trunk
2) Compile it
"""
#copyCode2Dir()
compil... | code_fim | hard | {
"lang": "python",
"repo": "comperical/MirrorEncode",
"path": "/script/CompJava.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>def main():
h, l = 1, 1
for i in xrange(10,99):
for j in xrange(i+1, 100):
if isvalid(i, j):
l *= i
h *= j
g = gcd(h, l)
print h/g
if __name__=="__main__": main()<|fim_prefix|># repo: Cyborn13x/PE path: /PE33.py
def isvalid(i,... | code_fim | medium | {
"lang": "python",
"repo": "Cyborn13x/PE",
"path": "/PE33.py",
"mode": "spm",
"license": "LicenseRef-scancode-warranty-disclaimer",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Cyborn13x/PE path: /PE33.py
def isvalid(i, j):
a, b = str(i), str(j)
for x in xrange(2):
for y in xrange(2):
if a[x]==b[y] and a[x]!='0':
p = ord(a[1-x])-48
q = ord(b[1-y])-48
if i*q == j*p: return True
return... | code_fim | medium | {
"lang": "python",
"repo": "Cyborn13x/PE",
"path": "/PE33.py",
"mode": "psm",
"license": "LicenseRef-scancode-warranty-disclaimer",
"source": "the-stack-v2"
} |
<|fim_suffix|> h, l = 1, 1
for i in xrange(10,99):
for j in xrange(i+1, 100):
if isvalid(i, j):
l *= i
h *= j
g = gcd(h, l)
print h/g
if __name__=="__main__": main()<|fim_prefix|># repo: Cyborn13x/PE path: /PE33.py
def isvalid(i, j):
a, ... | code_fim | medium | {
"lang": "python",
"repo": "Cyborn13x/PE",
"path": "/PE33.py",
"mode": "spm",
"license": "LicenseRef-scancode-warranty-disclaimer",
"source": "the-stack-v2"
} |
<|fim_suffix|> player = cls(
json_dict["player_id"],
json_dict["name"],
json_dict["x"],
json_dict["y"],
json_dict["direction"],
json_dict["status"],
)
player.velocity = json_dict["velocity"]
player.inventory = Invento... | code_fim | hard | {
"lang": "python",
"repo": "Pytown-Citizen/pytown_model",
"path": "/src/pytown_model/characters.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Pytown-Citizen/pytown_model path: /src/pytown_model/characters.py
import time
from pytown_core.serializers import IJSONSerializable
from .inventory import Inventory, InventoryFactoryMethod
class Character(IJSONSerializable):
def __init__(self, name, direction="down", status="idle"):
... | code_fim | hard | {
"lang": "python",
"repo": "Pytown-Citizen/pytown_model",
"path": "/src/pytown_model/characters.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: signalfx/signalfx-python path: /tests/pyformance_test.py
#!/usr/bin/env python
# Copyright (C) 2018 SignalFx, Inc. All rights reserved.
from pyformance.registry import get_qualname
import os
import sys
import unittest
sys.path.insert(0, os.path.join(
os.path.dirname(os.path.abspath(__file_... | code_fim | hard | {
"lang": "python",
"repo": "signalfx/signalfx-python",
"path": "/tests/pyformance_test.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> pyf.gauge('test_gauge').set_value(1)
pyf.gauge('test_gauge_with_dim', default=3,
gauge_dim='hello_gauge').set_value(2)
self.assertEqual(
pyf.global_registry().metadata.get_metadata(
'gauge_dim=hello_gauge.test_gauge_with_dim'),
... | code_fim | hard | {
"lang": "python",
"repo": "signalfx/signalfx-python",
"path": "/tests/pyformance_test.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: oikos-cash/oikos path: /legacy/tests/contract_interfaces/self_destructible_interface.py
from tests.contract_interfaces.owned_interface import OwnedInterface
from utils.deployutils import mine_tx
class SelfDestructibleInterface(OwnedInterface):
<|fim_suffix|> self.setSelfDestructBeneficia... | code_fim | hard | {
"lang": "python",
"repo": "oikos-cash/oikos",
"path": "/legacy/tests/contract_interfaces/self_destructible_interface.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> self.initiationTime = lambda: self.contract.functions.initiationTime().call()
self.selfDestructBeneficiary = lambda: self.contract.functions.selfDestructBeneficiary().call()
self.selfDestructInitiated = lambda: self.contract.functions.selfDestructInitiated().call()
self.SEL... | code_fim | medium | {
"lang": "python",
"repo": "oikos-cash/oikos",
"path": "/legacy/tests/contract_interfaces/self_destructible_interface.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
def print_link_list( head: ListNode):
cur = head
path = []
while cur:
path.append( str(cur.val) )
cur = cur.next
print( '->'.join( path ) )
def test_bench():
head_1 = ListNode(3)
head_1.next = ListNode(5)
head_2 = ListNode(1)
head_2.next = ListNo... | code_fim | hard | {
"lang": "python",
"repo": "brianchiang-tw/leetcode",
"path": "/No_0092_Reverse Linked List II/one_pass_scan.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: brianchiang-tw/leetcode path: /No_0092_Reverse Linked List II/one_pass_scan.py
'''
Description:
Reverse a linked list from position m to n. Do it in one-pass.
Note: 1 ≤ m ≤ n ≤ length of list.
Example:
Input: 1->2->3->4->5->NULL, m = 2, n = 4
Output: 1->4->3->2->5->NULL
'''
# Definition ... | code_fim | hard | {
"lang": "python",
"repo": "brianchiang-tw/leetcode",
"path": "/No_0092_Reverse Linked List II/one_pass_scan.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>def print_link_list( head: ListNode):
cur = head
path = []
while cur:
path.append( str(cur.val) )
cur = cur.next
print( '->'.join( path ) )
def test_bench():
head_1 = ListNode(3)
head_1.next = ListNode(5)
head_2 = ListNode(1)
head_2.next = ListNod... | code_fim | hard | {
"lang": "python",
"repo": "brianchiang-tw/leetcode",
"path": "/No_0092_Reverse Linked List II/one_pass_scan.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>d = {}
def process_inputs(tuples=[], limit=sys.maxint):
global d
count = 0
with open('/tmp/inputs.json','w') as f:
for (native_url,cache_url,sha1,epoch) in tuples:
try:
# sans http://
uid = hashlib.sha1(native_url[7:]).hexdigest().upper()
... | code_fim | hard | {
"lang": "python",
"repo": "pmnyc/Data_Engineering_Collections",
"path": "/preparing_data_sets_and_delivery_tools/python/dig/publish/tsvbuild.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: pmnyc/Data_Engineering_Collections path: /preparing_data_sets_and_delivery_tools/python/dig/publish/tsvbuild.py
#!/usr/bin/env python
import sys
import hashlib
import time
import datetime
import requests
import simplejson as json
from collections import defaultdict
import csv
def load_inputs(li... | code_fim | hard | {
"lang": "python",
"repo": "pmnyc/Data_Engineering_Collections",
"path": "/preparing_data_sets_and_delivery_tools/python/dig/publish/tsvbuild.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|>else:
return h -1
h += 1
return h - 1<|fim_prefix|># repo: JazzikPeng/Algorithm-in-Python path: /274. H-Index.py
class Solution:
def hIndex(self, citations: List[int]) -> int:
citations = sorted(citations, reverse=True)
h = 1
for <|fim_middl... | code_fim | hard | {
"lang": "python",
"repo": "JazzikPeng/Algorithm-in-Python",
"path": "/274. H-Index.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: JazzikPeng/Algorithm-in-Python path: /274. H-Index.py
class Solution:
def hIndex(self, citations: List[int]) -> int:
<|fim_suffix|>else:
return h -1
h += 1
return h - 1<|fim_middle|> citations = sorted(citations, reverse=True)
h = 1
f... | code_fim | hard | {
"lang": "python",
"repo": "JazzikPeng/Algorithm-in-Python",
"path": "/274. H-Index.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> self.build('test')
def test_command(self):
self.assertRegex(self.build('script'),
re.compile(r'^\s*hello script$', re.MULTILINE))
self.assertExists(output_file('file'))<|fim_prefix|># repo: jimporter/bfg9000 path: /test/integration/test_env_vars.py
im... | code_fim | easy | {
"lang": "python",
"repo": "jimporter/bfg9000",
"path": "/test/integration/test_env_vars.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> @skip_if_backend('msbuild')
def test_test(self):
self.build('test')
def test_command(self):
self.assertRegex(self.build('script'),
re.compile(r'^\s*hello script$', re.MULTILINE))
self.assertExists(output_file('file'))<|fim_prefix|># repo: jimpo... | code_fim | medium | {
"lang": "python",
"repo": "jimporter/bfg9000",
"path": "/test/integration/test_env_vars.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: jimporter/bfg9000 path: /test/integration/test_env_vars.py
import re
from . import *
class TestEnvVars(IntegrationTest):
def __init__(self, *args, **kwargs):
super().__init__('env_vars', *args, **kwargs)
<|fim_suffix|> self.assertRegex(self.build('script'),
... | code_fim | medium | {
"lang": "python",
"repo": "jimporter/bfg9000",
"path": "/test/integration/test_env_vars.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: musicalmacdonald/flask-pi-iot path: /library/data_storage/test_stored_readings.py
# Add a reading
# List readings
# Get readings for a given serial number
# Get readings for a given date/time range
#etc
import unittest
import datetime
import time
import random
import sqlite3
import pandas
from p... | code_fim | hard | {
"lang": "python",
"repo": "musicalmacdonald/flask-pi-iot",
"path": "/library/data_storage/test_stored_readings.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> for i in range(0, 3):
x = random.randint(0, 358)
y = random.randint(0, 358)
z = random.randint(0, 358)
serialNumber = serialNo[i]
date = datetime.datetime
aSR.add_readings(serialNumber, 'date', x, y, z)
fr = aSR.get_f... | code_fim | hard | {
"lang": "python",
"repo": "musicalmacdonald/flask-pi-iot",
"path": "/library/data_storage/test_stored_readings.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> dataList = aSR.get_all_data_as_list()
n = aSR.get_number_of_readings()
self.assertTrue(type(dataList) == list)
self.assertTrue(len(dataList) == n)
def test_get_df_as_list(self):
print("Starting Get Dataframe as list of Dicts test")
dataframe = pandas.D... | code_fim | hard | {
"lang": "python",
"repo": "musicalmacdonald/flask-pi-iot",
"path": "/library/data_storage/test_stored_readings.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> """Displays package information."""
with open(Path(root_module_path).parent / "data" / "logo.txt", "r") as file_stream:
logo_text = file_stream.read().strip()
output = logo_text.split("\n")
line = 3
output[line] += f" {embolden(NAME)}"
line += 2
output[line] += f"... | code_fim | hard | {
"lang": "python",
"repo": "kelvindecosta/picharsso",
"path": "/src/cli/info.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: kelvindecosta/picharsso path: /src/cli/info.py
"""This module defines the `picharsso info` command.
Refer to https://kelvindecosta.github.io/picharsso/commands/info/.
"""
<|fim_suffix|> line += 1
output[line] += f" {italicize('License')} : {LICENSE}"
line += 1
output[line] +=... | code_fim | hard | {
"lang": "python",
"repo": "kelvindecosta/picharsso",
"path": "/src/cli/info.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: abhinavsinha1991/openshifter path: /openshifter/ssh.py
import logging
import paramiko
from jinja2 import Template
class Ssh:
def __init__(self, deployment, cluster):
self.deployment = deployment
self.cluster = cluster
self.hosts = {"*": []}
self.clients = {}... | code_fim | hard | {
"lang": "python",
"repo": "abhinavsinha1991/openshifter",
"path": "/openshifter/ssh.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|>
class SshClient:
def __init__(self, address, deployment, cluster):
self.deployment = deployment
self.cluster = cluster
self.client = None
self.address = address
self.tags = []
self.logger = logging.getLogger("SSH(%s)" % self.address)
def connect(s... | code_fim | hard | {
"lang": "python",
"repo": "abhinavsinha1991/openshifter",
"path": "/openshifter/ssh.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> try:
sftp = self.client.open_sftp()
except TimeoutError:
self.connect()
sftp = self.client.open_sftp()
file = sftp.file(target, 'r')
data = file.read()
file.close()
return data
class SshResult:
def __init__(self, c... | code_fim | hard | {
"lang": "python",
"repo": "abhinavsinha1991/openshifter",
"path": "/openshifter/ssh.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Sylrael/TPsSpark path: /sparkDatasources.py
# -*- coding: utf-8 -*-
import sys
from pyspark.sql import SparkSession, Row
from pyspark.sql.functions import explode, lit
if __name__ == "__main__":
#initialize config
spark = SparkSession\
.builder\
.appName("sparkDatasourcesHive")\
.confi... | code_fim | hard | {
"lang": "python",
"repo": "Sylrael/TPsSpark",
"path": "/sparkDatasources.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> mergedTable = spark.read.option("mergeSchema", "true").parquet("/tmp/sparkwarehouse/events1")
#mergedDF = spark.read.option("mergeSchema", "true").parquet("/tmp/data/test_table")
mergedTable.printSchema()<|fim_prefix|># repo: Sylrael/TPsSpark path: /sparkDatasources.py
# -*- coding: utf-8 -*-
import s... | code_fim | hard | {
"lang": "python",
"repo": "Sylrael/TPsSpark",
"path": "/sparkDatasources.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> #champ.write.mode("overwrite").partitionBy("fields.department", "fields.city").parquet("/tmp/sparkwarehouse/events1/key=1")
#marseille = spark.read.parquet("C:/tmp/sparkwarehouse/events/fields.department=Bouches-du-Rhône/fields.city=Marseille")
#marseilleSoldout = marseille.withColumn("fields.soldout... | code_fim | hard | {
"lang": "python",
"repo": "Sylrael/TPsSpark",
"path": "/sparkDatasources.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: red-hat-storage/cephci path: /tests/rados/test_scrub_omap.py
"""
This file contains the methods to verify the OSD status during large omap entries.
AS part of verification the script perform the following tasks-
1. Creating omaps
2. Perform scrub and deepscrub
3. While creating object... | code_fim | hard | {
"lang": "python",
"repo": "red-hat-storage/cephci",
"path": "/tests/rados/test_scrub_omap.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
def verification_osd(rados_object, test_time):
"""
This method is used to verify the OSD status while performing the scrub,deep-scrub and creating omaps
Args:
rados_object : RadosOrchestrator object
test_time: Used to set the test time
"""
# The result parameter is us... | code_fim | hard | {
"lang": "python",
"repo": "red-hat-storage/cephci",
"path": "/tests/rados/test_scrub_omap.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: hmeza/django-referral path: /referral/compat.py
from django.conf import settings
import django
<|fim_suffix|># Django 1.5+ compatibility
if django.VERSION >= (1, 5):
User = settings.AUTH_USER_MODEL
else:
from django.contrib.auth.models import User<|fim_middle|>__all__ = ['User', 'AUTH_US... | code_fim | medium | {
"lang": "python",
"repo": "hmeza/django-referral",
"path": "/referral/compat.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>AUTH_USER_MODEL = getattr(settings, 'AUTH_USER_MODEL', 'auth.USER')
# Django 1.5+ compatibility
if django.VERSION >= (1, 5):
User = settings.AUTH_USER_MODEL
else:
from django.contrib.auth.models import User<|fim_prefix|># repo: hmeza/django-referral path: /referral/compat.py
from django.conf imp... | code_fim | easy | {
"lang": "python",
"repo": "hmeza/django-referral",
"path": "/referral/compat.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|># Django 1.5+ compatibility
if django.VERSION >= (1, 5):
User = settings.AUTH_USER_MODEL
else:
from django.contrib.auth.models import User<|fim_prefix|># repo: hmeza/django-referral path: /referral/compat.py
from django.conf import settings
import django
__all__ = ['User', 'AUTH_USER_MODEL']
<|... | code_fim | medium | {
"lang": "python",
"repo": "hmeza/django-referral",
"path": "/referral/compat.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: kopok2/CodeforcesSolutionsPython path: /src/230A/test_cdf_230A.py
import unittest
from unittest.mock import patch
from cdf_230A import CodeforcesTask230ASolution
<|fim_suffix|> self.assertEqual(expected, actual)
def test_230A_acceptance_2(self):
mock_input = ['10 1', '100 1... | code_fim | hard | {
"lang": "python",
"repo": "kopok2/CodeforcesSolutionsPython",
"path": "/src/230A/test_cdf_230A.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def test_230A_acceptance_2(self):
mock_input = ['10 1', '100 100']
expected = 'NO'
with patch('builtins.input', side_effect=mock_input):
Solution = CodeforcesTask230ASolution()
Solution.read_input()
Solution.process_task()
actual ... | code_fim | medium | {
"lang": "python",
"repo": "kopok2/CodeforcesSolutionsPython",
"path": "/src/230A/test_cdf_230A.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>p://mypy-lang.org/
#
# Python2 support with `mypy --py2 program.py` kind of commands
#
def add(p1: int, p2: int) -> int:
return p1 + p2<|fim_prefix|># repo: hygull/stkovrflw path: /2020/new_python_concepts/01_optional_static_typing_int_addition.py
# Optional Static Typing in Python 3.6+
#
# pip3.6 i... | code_fim | medium | {
"lang": "python",
"repo": "hygull/stkovrflw",
"path": "/2020/new_python_concepts/01_optional_static_typing_int_addition.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: hygull/stkovrflw path: /2020/new_python_concepts/01_optional_static_typing_int_addition.py
# Optional Static Typing in Python 3.6+
#
# pip3.6 install mypy
#
# <|fim_suffix|>ind of commands
#
def add(p1: int, p2: int) -> int:
return p1 + p2<|fim_middle|>Mypy is an optional static type checker... | code_fim | medium | {
"lang": "python",
"repo": "hygull/stkovrflw",
"path": "/2020/new_python_concepts/01_optional_static_typing_int_addition.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> :param prompt: The prompt to display to the user.
:param default: (optional) The response to return if the user provides
no input.
:returns: The content entered by the user.
"""
try:
user_input = self(prompt)
if default is not Non... | code_fim | hard | {
"lang": "python",
"repo": "IvanaXu/PyTools",
"path": "/077.Test_BeeWare_windows/beeware-tutorial/beeware-venv/Lib/site-packages/briefcase/console.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> "Make Console present the same interface as input()"
if not self.enabled:
raise InputDisabled()
return self._input(prompt)
def select_option(options, input, prompt='> ', error="Invalid selection"):
"""
Prompt the user for a choice from a list of options.
... | code_fim | hard | {
"lang": "python",
"repo": "IvanaXu/PyTools",
"path": "/077.Test_BeeWare_windows/beeware-tutorial/beeware-venv/Lib/site-packages/briefcase/console.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: IvanaXu/PyTools path: /077.Test_BeeWare_windows/beeware-tutorial/beeware-venv/Lib/site-packages/briefcase/console.py
import operator
class InputDisabled(Exception):
def __init__(self):
super().__init__(
"Input is disabled; cannot request user input without a default"
... | code_fim | hard | {
"lang": "python",
"repo": "IvanaXu/PyTools",
"path": "/077.Test_BeeWare_windows/beeware-tutorial/beeware-venv/Lib/site-packages/briefcase/console.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: mutilin/klever path: /klever/core/vtg/emg/common/process/actions.py
on)
for key in self._process_actions:
if obj in self._process_actions[key]:
self._process_actions[key].remove(obj)
def clone(self):
"""
Recursively clone the collection of ... | code_fim | hard | {
"lang": "python",
"repo": "mutilin/klever",
"path": "/klever/core/vtg/emg/common/process/actions.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> assert isinstance(root, BaseAction) or root is None, type(root).__name__
first = set()
if not root:
process = {self.initial_action}
else:
process = {root}
while process:
a = process.pop()
if isinstance(a, Concatenati... | code_fim | hard | {
"lang": "python",
"repo": "mutilin/klever",
"path": "/klever/core/vtg/emg/common/process/actions.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> processes = {str(p): p for p in model.processes if restrict_to is None or str(p) in restrict_to}
# Check actions
for name, actions in ((name, process.actions) for name, process in processes.items()):
if not self.compatible(name, actions):
return False
... | code_fim | hard | {
"lang": "python",
"repo": "mutilin/klever",
"path": "/klever/core/vtg/emg/common/process/actions.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: nopper/wikibench path: /wikibench/metrics.py
class Metrics(object):
def __init__(self, fp=0, fn=0, tp=0, tn=0):
# Just as recap:
# FP: non c'e' ma la becco
# FN: c'e' e non la becco
# TP: c'e' e la becco
# TN: non c'e' e non la becco
self.fp = ... | code_fim | hard | {
"lang": "python",
"repo": "nopper/wikibench",
"path": "/wikibench/metrics.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> def macro_f1(self):
if not self.metrics:
return 0
f1_sum = sum(map(lambda x: x.f1(), self.metrics))
return float(f1_sum) / len(self.metrics)
def macro_precision(self):
if not self.metrics:
return 0
precision_sum = sum(map(lambda x: x... | code_fim | hard | {
"lang": "python",
"repo": "nopper/wikibench",
"path": "/wikibench/metrics.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> 'zones': {'zone_name': 'UnicodeString'},
'view_dependencies': {'view_dependency': 'UnicodeString'},
'zone_types': {'zone_type': 'UnicodeString'},
'zone_view_assignments':
{'zone_view_assignments_zone_name': 'UnicodeString',
'zone_view_assignments_view... | code_fim | hard | {
"lang": "python",
"repo": "BackupGGCode/roster-dns-management",
"path": "/roster-core/roster_core/constants.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: BackupGGCode/roster-dns-management path: /roster-core/roster_core/constants.py
to overwrite these tables when doing a partial replay
TABLES_NOT_AUDIT_LOGGED = ['audit_log', 'locks']
# This is a list of record types that can be indexed by IP address.
RECORD_TYPES_INDEXED_BY_IP = ['ptr', 'a', 'aaa... | code_fim | hard | {
"lang": "python",
"repo": "BackupGGCode/roster-dns-management",
"path": "/roster-core/roster_core/constants.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> 'RemoveReverseRangePermission':
{'check': False,
'write': True,
'access_level': ACCESS_LEVELS['dns_admin']},
'GetCIDRBlocksByView':
{'check': False,
'write': False,
'access_... | code_fim | hard | {
"lang": "python",
"repo": "BackupGGCode/roster-dns-management",
"path": "/roster-core/roster_core/constants.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|>emowy/$', ObiegCreateView.as_view(), name='dodaj-pozasystemowy'),
url(r'^(?P<slug>[\w-]+)/$', PwObiegiDetailView.as_view(), name='detail'),
]<|fim_prefix|># repo: bartoszcholewa/promax-workflow path: /src/pw_obiegi/urls.py
from django.conf.urls import url
from pw_obiegi.views import PwObiegiListView... | code_fim | medium | {
"lang": "python",
"repo": "bartoszcholewa/promax-workflow",
"path": "/src/pw_obiegi/urls.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: bartoszcholewa/promax-workflow path: /src/pw_obiegi/urls.py
from django.conf.urls import url
from pw_obiegi.views import PwObiegiListView, PwObiegiDetailView, ObiegCreateView
from django.views.generic impo<|fim_suffix|>emowy/$', ObiegCreateView.as_view(), name='dodaj-pozasystemowy'),
url(r'^(... | code_fim | hard | {
"lang": "python",
"repo": "bartoszcholewa/promax-workflow",
"path": "/src/pw_obiegi/urls.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>ARGUMENTS = ["alias",RESOURCEID,DESIRED_ALIAS]
PROCEDURE = "map"
CALLREQUEST1 = {"id" : 1, "procedure":PROCEDURE, "arguments":ARGUMENTS}
CALLS = [CALLREQUEST1]
AUTH = { "cik" : DEVICECIK }
RPC = { "auth" : AUTH, "calls":CALLS}
json_rpc = json.dumps(RPC)
s = socket.socket(socket.AF_INET, socket.SOCK_STRE... | code_fim | hard | {
"lang": "python",
"repo": "exosite-garage/utility_scripts",
"path": "/rpc_alias_a_rid.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: exosite-garage/utility_scripts path: /rpc_alias_a_rid.py
#==============================================================================
# rpc_alias_a_rid.py
# Python script that creates an alias for a RID (dataport, datarule, dispatch, etc)
#
#====================================================... | code_fim | hard | {
"lang": "python",
"repo": "exosite-garage/utility_scripts",
"path": "/rpc_alias_a_rid.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|>urlpatterns = [
# Uncomment the next line to enable the admin:
path("admin/", admin.site.urls),
path(
"logout/",
auth_views.LogoutView.as_view(next_page="/"),
name="auth_logout",
),
path("", HomeView.as_view(), name="home"),
path(
"data_apis/data/",
... | code_fim | hard | {
"lang": "python",
"repo": "DemocracyClub/Website",
"path": "/democracy_club/urls.py",
"mode": "spm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: DemocracyClub/Website path: /democracy_club/urls.py
# -*- coding: utf-8 -*-
from core.views import HomeView
from django.conf import settings
from django.conf.urls.static import static
# Uncomment the next two lines to enable the admin:
from django.contrib import admin
from django.contrib.auth i... | code_fim | hard | {
"lang": "python",
"repo": "DemocracyClub/Website",
"path": "/democracy_club/urls.py",
"mode": "psm",
"license": "BSD-3-Clause",
"source": "the-stack-v2"
} |
<|fim_suffix|> r = chazutsu.datasets.ReutersNews(kind="topics").download(directory=self.test_dir, force=True)
self.assertTrue(len(r.data().columns), 3)
print(r.data().columns)
shutil.rmtree(r.root)
def test_industries(self):
r = chazutsu.datasets.ReutersNews().industries().do... | code_fim | medium | {
"lang": "python",
"repo": "ahmad-abdellatif/chazutsu",
"path": "/tests/test_reuters_news.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: ahmad-abdellatif/chazutsu path: /tests/test_reuters_news.py
import os
import sys
import shutil
import unittest
sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
import chazutsu.datasets
from tests.dataset_base_test import DatasetTestCase
class TestReutersNews(DatasetTestCase):
<|... | code_fim | hard | {
"lang": "python",
"repo": "ahmad-abdellatif/chazutsu",
"path": "/tests/test_reuters_news.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|>
# print
print("line" , line)
time.sleep(0.1)
except KeyboardInterrupt:
pass
except IOError:
print("io error")
time.sleep(0.1)<|fim_prefix|># repo: i-makinori/redsight path: /raspi/test/line.py
#!/usr/bin/python -u
# -*- coding: utf-8 -*-
import smbus
import time
##... | code_fim | easy | {
"lang": "python",
"repo": "i-makinori/redsight",
"path": "/raspi/test/line.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: i-makinori/redsight path: /raspi/test/line.py
#!/usr/bin/python -u
# -*- coding: utf-8 -*-
import smbus
import time
## Motor Driver
bus = smbus.SMBus(1)
addr = 0x5e
<|fim_suffix|>
time.sleep(0.1)
except KeyboardInterrupt:
pass
except IOError:
print("io error")
time.sl... | code_fim | medium | {
"lang": "python",
"repo": "i-makinori/redsight",
"path": "/raspi/test/line.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>
def _update_items(self):
"""
Update the list of all files and folders contained in the folder.
Currently these items are not ordered.
"""
self._item_list = []
for f in os.listdir(self._folder):
# Skip text files
# -> It is impor... | code_fim | hard | {
"lang": "python",
"repo": "Founding-Hackers/delta",
"path": "/delta/imagery/disk_folder_cache.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: Founding-Hackers/delta path: /delta/imagery/disk_folder_cache.py
# Copyright © 2020, United States Government, as represented by the
# Administrator of the National Aeronautics and Space Administration.
# All rights reserved.
#
# The DELTA (Deep Earth Learning, Tools, and Analysis) platform is
# ... | code_fim | hard | {
"lang": "python",
"repo": "Founding-Hackers/delta",
"path": "/delta/imagery/disk_folder_cache.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> def initialize(self):
"""
Initializes the mean model for all of the training data.
"""
LOG.info("Initializing Model.")
self.model = self.convert(df=self.training_df)
if self.bootstraps is not None:
LOG.info("Bootstrapping Data.")
... | code_fim | hard | {
"lang": "python",
"repo": "ihmeuw-msca/CorrelatedCounts",
"path": "/src/ccount/run.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: ihmeuw-msca/CorrelatedCounts path: /src/ccount/run.py
"""Easy functions for initializing a correlated count model."""
import numpy as np
import logging
import pandas as pd
import multiprocessing as mp
from ccount.models import MODEL_DICT
LOG = logging.getLogger(__name__)
def initialize_model... | code_fim | hard | {
"lang": "python",
"repo": "ihmeuw-msca/CorrelatedCounts",
"path": "/src/ccount/run.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>class MRPC(object):
def __init__(self, guid = None, **kwargs):
self.service = Service(self)
self.services = {}
self.transport = SocketTransport(self, **kwargs)
if guid is None:
guid = uuid.uuid4()
self.guid = guid
self.aliases = [guid.hex]
... | code_fim | hard | {
"lang": "python",
"repo": "alex-sherman/mrpc-python",
"path": "/mrpc/MRPC.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: alex-sherman/mrpc-python path: /mrpc/MRPC.py
from __future__ import print_function
import uuid
import time
from collections import defaultdict
from .message import Message
from .path import Path
from .proxy import RPCRequest, Proxy
import inspect
from . import exception
from .service import Servi... | code_fim | hard | {
"lang": "python",
"repo": "alex-sherman/mrpc-python",
"path": "/mrpc/MRPC.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> self._request_id += 1
return self._request_id
def event(self, delay, callback):
self.events.append((time.time() + delay, callback))
self.events = sorted(self.events)
def rpc(self, path, value = None, timeout = 3, resend_delay = 0.5):
msg = Message(
... | code_fim | hard | {
"lang": "python",
"repo": "alex-sherman/mrpc-python",
"path": "/mrpc/MRPC.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: sakost/tinkoff_fintech path: /homework1/battleship/ships.py
from typing import Union
from battleship.exceptions import InvalidCoordinateException
from battleship.utils import Coordinate, Rotation
class Ship:
"""
this class represents the ship
"""
def __init__(self, ship_size: ... | code_fim | hard | {
"lang": "python",
"repo": "sakost/tinkoff_fintech",
"path": "/homework1/battleship/ships.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> @property
def damaged_cells(self) -> frozenset[Coordinate]:
"""
:return: damaged cells of the ship
:rtype: frozenset
"""
return frozenset(self._damaged_cells)
@property
def damaged(self) -> bool:
"""
check if the ship was damaged
... | code_fim | hard | {
"lang": "python",
"repo": "sakost/tinkoff_fintech",
"path": "/homework1/battleship/ships.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def _update_coords(self):
"""
updates the cached coordinates of ship
"""
x, y = self._head_coord.x, self._head_coord.y
dx, dy = 0, 0
if self._rotation == Rotation.HORIZONTAL:
dx = 1
elif self._rotation == Rotation.VERTICAL:
... | code_fim | hard | {
"lang": "python",
"repo": "sakost/tinkoff_fintech",
"path": "/homework1/battleship/ships.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> result = self.app.context["client"].quotas.get_free_domain_quotas()
return self.setup_columns(reformat_quotas(result._info), parsed_args)<|fim_prefix|># repo: TruePack/python-selvpcclient path: /selvpcclient/commands/limit.py
from selvpcclient.base import ListCommand
from selvpcclient.for... | code_fim | hard | {
"lang": "python",
"repo": "TruePack/python-selvpcclient",
"path": "/selvpcclient/commands/limit.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> @handle_http_error
def take_action(self, parsed_args):
result = self.app.context["client"].quotas.get_free_domain_quotas()
return self.setup_columns(reformat_quotas(result._info), parsed_args)<|fim_prefix|># repo: TruePack/python-selvpcclient path: /selvpcclient/commands/limit.py
... | code_fim | hard | {
"lang": "python",
"repo": "TruePack/python-selvpcclient",
"path": "/selvpcclient/commands/limit.py",
"mode": "spm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: TruePack/python-selvpcclient path: /selvpcclient/commands/limit.py
from selvpcclient.base import ListCommand
from selvpcclient.formatters import join_by_key, reformat_quotas
from selvpcclient.util import handle_http_error
class List(ListCommand):
"""Show domain quotas"""
columns = ["re... | code_fim | medium | {
"lang": "python",
"repo": "TruePack/python-selvpcclient",
"path": "/selvpcclient/commands/limit.py",
"mode": "psm",
"license": "Apache-2.0",
"source": "the-stack-v2"
} |
<|fim_suffix|> net = PlantNetwork(env, name, seed=1)
# The target (q)
q_target = nengo.Node(np.sin, label=('Target ' + name + q_name))
nengo.Connection(q_target, net.q_target, synapse=None)
# The derivative of the target angle signal (dq)
dq_target = nengo.Node(None, size_in=1, label='dq... | code_fim | hard | {
"lang": "python",
"repo": "simondlevy/gym-copter",
"path": "/nengo/adaptive.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: simondlevy/gym-copter path: /nengo/adaptive.py
'''
Nengo adaptive controller with PES learning
Copyright (C) 2021 Xuan Choo, Simon D. Levy
MIT License
'''
import nengo
import numpy as np
class PlantNetwork(nengo.Network):
def __init__(self, env, label, **kwargs):
... | code_fim | hard | {
"lang": "python",
"repo": "simondlevy/gym-copter",
"path": "/nengo/adaptive.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> k_d = 0.2
nengo.Connection(dq_diff, net.u, transform=k_d, synapse=None)
def zero(x):
return [0]
with nengo.Network() as adapt_ens:
n_neurons = 1000
dimensions = 1
learning_rate = 1e-5
output_func = zero
# Inputs and outputs f... | code_fim | hard | {
"lang": "python",
"repo": "simondlevy/gym-copter",
"path": "/nengo/adaptive.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> # Calls the renderer which handles RCS context, and then calls back to the client to show response
self._renderer.render(client_context, response)
def process_response(self, client_context, response):
del client_context
outputLog(self, response)
def process_questi... | code_fim | hard | {
"lang": "python",
"repo": "keiffster/program-y",
"path": "/src/programy/clients/events/console/client.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> def process_question(self, client_context, question):
self._questions += 1
return client_context.bot.ask_question(client_context, question, responselogger=self)
def render_response(self, client_context, response):
# Calls the renderer which handles RCS context, and then ca... | code_fim | hard | {
"lang": "python",
"repo": "keiffster/program-y",
"path": "/src/programy/clients/events/console/client.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: keiffster/program-y path: /src/programy/clients/events/console/client.py
"""
Copyright (c) 2016-2020 Keith Sterling http://www.keithsterling.com
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
documentation files (the "Software"), to d... | code_fim | hard | {
"lang": "python",
"repo": "keiffster/program-y",
"path": "/src/programy/clients/events/console/client.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: openai/neural-mmo path: /jsuarez/Curiosity.py
class PhiNet(nn.Module):
def __init__(self, xdim, h):
super().__init__()
self.conv1 = Conv2d(8, int(h/2), 3, stride=2)
self.conv2 = Conv2d(int(h/2), h, 3, stride=2)
self.fc1 = torch.nn.Linear(5+4*4*h, h)
self.fc2 = to... | code_fim | hard | {
"lang": "python",
"repo": "openai/neural-mmo",
"path": "/jsuarez/Curiosity.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> #Stop both phi's on forward, train both on backward. Confirmed by Harri
fLoss = self.forwardsDynamics(atn, phiPrev.detach(), phi.detach())
bLoss = self.backwardsDynamics(phiPrev, phi, atn)
ri = fLoss.data[0]
li = 0.20*fLoss + 0.80*bLoss
else:
r... | code_fim | hard | {
"lang": "python",
"repo": "openai/neural-mmo",
"path": "/jsuarez/Curiosity.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|>class BackwardsNet(nn.Module):
def __init__(self, h, ydim):
super().__init__()
self.loss = torch.nn.CrossEntropyLoss()
self.fc1 = torch.nn.Linear(2*h, h)
self.fc2 = torch.nn.Linear(h, ydim)
def forward(self, phiPrev, phi, atn):
x = torch.cat((phiPrev, phi), 1)
x... | code_fim | hard | {
"lang": "python",
"repo": "openai/neural-mmo",
"path": "/jsuarez/Curiosity.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_suffix|> from gym_copter.rendering.twod import TwoDHoverRenderer
# Create viewer if not done yet
if self.viewer is None:
self.viewer = TwoDHoverRenderer(self, one_d=True)
return self.viewer.render(mode, self.pose, self.spinning)
# return self.viewer._com... | code_fim | medium | {
"lang": "python",
"repo": "simondlevy/gym-copter",
"path": "/attic/gym_copter/envs/hover1d.py",
"mode": "spm",
"license": "MIT",
"source": "the-stack-v2"
} |
<|fim_prefix|># repo: simondlevy/gym-copter path: /attic/gym_copter/envs/hover1d.py
'''
2D Copter hovering
Copyright (C) 2021 Simon D. Levy
MIT License
'''
from gym_copter.envs.hover import _Hover
class Hover1D(_Hover):
def __init__(self):
<|fim_suffix|> # Create viewer if not done yet... | code_fim | hard | {
"lang": "python",
"repo": "simondlevy/gym-copter",
"path": "/attic/gym_copter/envs/hover1d.py",
"mode": "psm",
"license": "MIT",
"source": "the-stack-v2"
} |
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