text
stringlengths
232
16.3k
domain
stringclasses
1 value
difficulty
stringclasses
3 values
meta
dict
<|fim_prefix|># repo: dedeepyabonthu/vyked path: /vyked/registry.py e: Service): service_name = self._get_full_service_name(service.name, service.version) service_entry = (service.host, service.port, service.node_id, service.type) self._registered_services[service.name][service.version].append(...
code_fim
hard
{ "lang": "python", "repo": "dedeepyabonthu/vyked", "path": "/vyked/registry.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> Based on https://github.com/Sato-Kunihiko/audio-SNR/blob/8d2c933b6c0afe6f1203251f4877e7a1068a6130/create_mixed_audio_file.py#L20 :param clean_rms: Root Mean Square (RMS) - a value between 0.0 and 1.0 :param snr: Signal-to-Noise (SNR) Ratio in dB - typically somewhere between -20 and 60 :re...
code_fim
hard
{ "lang": "python", "repo": "anitalp/audiomentations", "path": "/audiomentations/core/utils.py", "mode": "spm", "license": "Python-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: anitalp/audiomentations path: /audiomentations/core/utils.py import math import os def read_dir(path): ir_list = os.listdir(path) return [os.path.join(path, ir) for ir in ir_list] <|fim_suffix|>def calculate_desired_noise_rms(clean_rms, snr): """ Given the Root Mean Square (RM...
code_fim
medium
{ "lang": "python", "repo": "anitalp/audiomentations", "path": "/audiomentations/core/utils.py", "mode": "psm", "license": "Python-2.0", "source": "the-stack-v2" }
<|fim_suffix|>lst = tkinter.Listbox(eventsbox, height=10, width=50) lst.pack(side=tkinter.LEFT) scrollbx = tkinter.Scrollbar(eventsbox) scrollbx.pack(side=tkinter.RIGHT, fill=tkinter.Y) lst.config(yscrollcommand=scrollbx.set) scrollbx.config(command=lst.yview) events_func = tkinter.Entry(root, width=50) events_func....
code_fim
medium
{ "lang": "python", "repo": "sarincr/Intermediate-Python-Projects", "path": "/10.ToDoAPP/11.ToDoAPP.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: sarincr/Intermediate-Python-Projects path: /10.ToDoAPP/11.ToDoAPP.py import tkinter import tkinter.messagebox import pickle root = tkinter.Tk() root.title("To-Do List by @TokyoEdtech") def add_events(): events = events_func.get() if events != "": lst.insert(tkinter.END, events) ...
code_fim
hard
{ "lang": "python", "repo": "sarincr/Intermediate-Python-Projects", "path": "/10.ToDoAPP/11.ToDoAPP.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|>if cap.isOpened(): success, frame = cap.read() while success: dets, scores, orientations = _detector.run(frame, False) for i, d in enumerate(dets): x1 = d.left() y1 = d.top() x2 = d.right() y2 = d.bottom() cv2.rectangle(frame, (x1, y1), (x2, y2), (0, 25...
code_fim
medium
{ "lang": "python", "repo": "rootadminWalker/Face-app", "path": "/Face_recognition/original.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: rootadminWalker/Face-app path: /Face_recognition/original.py import dlib import cv2 import pandas as pd import numpy as np import os path = "./Users" _shape_dat = "shape_predictor_68_face_landmarks.dat" _face_dat = "dlib_face_recognition_resnet_model_v1.dat" _detector = dlib.get_frontal_face_de...
code_fim
hard
{ "lang": "python", "repo": "rootadminWalker/Face-app", "path": "/Face_recognition/original.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> else: print("Nobody is here") cv2.imshow("frame", frame) if cv2.waitKey(1) == ord('q'): break success, frame = cap.read() cap.release() cv2.destroyAllWindows() print("OK")<|fim_prefix|># repo: rootadminWalker/Face-app path: /Face_recognition/original.py import dlib imp...
code_fim
hard
{ "lang": "python", "repo": "rootadminWalker/Face-app", "path": "/Face_recognition/original.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> name = url.split("/")[-1] response = requests.get(url, stream=True) if response.status_code == 200: with open(f"{DATA_PATH}/{name}", "wb") as f: f.write(response.raw.read()) else: logging.info(f"Failed {url} download") if __name__ == "__main__": fetch_pwc(...
code_fim
hard
{ "lang": "python", "repo": "Juan-Mateos/ai_papers_with_code", "path": "/ai_papers_with_code/pipeline/data/fetch_pwc_data.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: Juan-Mateos/ai_papers_with_code path: /ai_papers_with_code/pipeline/data/fetch_pwc_data.py import logging import requests from ai_papers_with_code import PROJECT_DIR DATA_PATH = f"{PROJECT_DIR}/inputs/data" def fetch_pwc(): """ Fetches the pwc data """ for url in [ "h...
code_fim
medium
{ "lang": "python", "repo": "Juan-Mateos/ai_papers_with_code", "path": "/ai_papers_with_code/pipeline/data/fetch_pwc_data.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> return { 'user_id': 'admin', 'inputs': inputs, 'outputs': { 'error': 'Inputs incorrect', 'model': model }, 'exp_out': None, '_id': jobId, 'run_type': "single" }<|fim_prefix|># repo: quanted/pram_flask path: /REST_UBER...
code_fim
medium
{ "lang": "python", "repo": "quanted/pram_flask", "path": "/REST_UBER/rest_model_caller.py", "mode": "spm", "license": "Unlicense", "source": "the-stack-v2" }
<|fim_prefix|># repo: quanted/pram_flask path: /REST_UBER/rest_model_caller.py import logging import pandas as pd def model_run(model, jobId, inputs, module): boolog = True if boolog: print('ubertool_ecorest start ================================') print('REST_UBER.rest_model_caller.model_ru...
code_fim
medium
{ "lang": "python", "repo": "quanted/pram_flask", "path": "/REST_UBER/rest_model_caller.py", "mode": "psm", "license": "Unlicense", "source": "the-stack-v2" }
<|fim_suffix|> except Exception as e: self.logger.info("[-] copy() error: %s" % ( str(e))) pass # 再尝试一次 count -= 1 return False def next_page(self, pagenum): try: # 下一页 #<a href="?stype=1&amp;page=2">2</a> ...
code_fim
hard
{ "lang": "python", "repo": "maerson/daili", "path": "/plugin/provider.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: maerson/daili path: /plugin/provider.py dapters.DEFAULT_RETRIES = 3 logger = logging.getLogger(__name__) logging.basicConfig(level=logging.INFO) headers = { 'User-Agent': "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.1 (KHTML, like Gecko) " "Chrome/21.0.1180.89 Safari/537...
code_fim
hard
{ "lang": "python", "repo": "maerson/daili", "path": "/plugin/provider.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: maerson/daili path: /plugin/provider.py ://ipinfo.io/ip', # 'http://ipv4.icanhazip.com/', # 'http://myexternalip.com/raw', # 'http://ipinfo.io/ip', # 'http://ifconfig.io/ip', def update_geoip_db(): print('The update in progress, please waite for a while...') filename = 'GeoLite2-City.tar...
code_fim
hard
{ "lang": "python", "repo": "maerson/daili", "path": "/plugin/provider.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: SeisSol/Matrices path: /src/quad_rules/quadrature.py import numpy as np from . import WitherdenVincentTet from . import WitherdenVincentTri from . import GaussJacobi def quad(nodes, weights, f): """ Compute the integral with a given quadrature rule Parameters ---------- nod...
code_fim
hard
{ "lang": "python", "repo": "SeisSol/Matrices", "path": "/src/quad_rules/quadrature.py", "mode": "psm", "license": "BSD-3-Clause", "source": "the-stack-v2" }
<|fim_suffix|>def visualize(nodes, weights, new_corners): """ Visualize a quadratur rule on a given element. Parameters ---------- nodes : np.array of shape (n, d) The nodes of the quadrature rule weights : np.array of shape (n,) The weights of the quadrature rule new_corner...
code_fim
hard
{ "lang": "python", "repo": "SeisSol/Matrices", "path": "/src/quad_rules/quadrature.py", "mode": "spm", "license": "BSD-3-Clause", "source": "the-stack-v2" }
<|fim_prefix|># repo: bmoretz/Python-Playground path: /src/Classes/MSDS400/Module 2/minimize.py # Minimize x1*x4( x1 + x2 + x3 ) + x3 # s.t. # x1 * x2 * x3 * x4 >= 25 # x1**2 + x2**2 + x3**2 + x4**2 = 40 # 1 <= x1, x2, x3, x4 <= 5 # x0 = ( 1, 5, 5, 1 ) import numpy as np from scipy.optimize import minimize def objec...
code_fim
hard
{ "lang": "python", "repo": "bmoretz/Python-Playground", "path": "/src/Classes/MSDS400/Module 2/minimize.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|>def constraint2( x ): sum_sq = 40 for i in range( 4 ): sum_sq = sum_sq - x[ i ] ** 2 return sum_sq x0 = [ 1, 5, 5, 1 ] print( objective( x0 ) ) b = ( 1.0, 10.0 ) bnds = ( b, b, b, b ) con1 = { 'type' : 'ineq', 'fun': constraint1 } con2 = { 'type' : 'eq', 'fun': constraint2 } cons = [ con1, con2 ]...
code_fim
medium
{ "lang": "python", "repo": "bmoretz/Python-Playground", "path": "/src/Classes/MSDS400/Module 2/minimize.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> def __init__(self, parent = None): Frame.__init__(self, parent) self.pack() widget = Button(self, text = 'Quit', command = self.quit) widget.pack(side = LEFT, expand = YES, fill = BOTH) def quit(self): answer = askokcancel('Verify exit', "Really quit?") ...
code_fim
medium
{ "lang": "python", "repo": "ordinary-developer/education", "path": "/py/m_lutz-programming_python-4_ed/code/ch_08/07-a_smart_and_reusable_quit_button/quitter.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: ordinary-developer/education path: /py/m_lutz-programming_python-4_ed/code/ch_08/07-a_smart_and_reusable_quit_button/quitter.py """ a Quit button that verifies exit requests; to reuse, attach an instance to other GUIs, and re-pack as desired """ <|fim_suffix|> def quit(self): answer =...
code_fim
hard
{ "lang": "python", "repo": "ordinary-developer/education", "path": "/py/m_lutz-programming_python-4_ed/code/ch_08/07-a_smart_and_reusable_quit_button/quitter.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: openstack/horizon path: /openstack_dashboard/dashboards/admin/floating_ips/tables.py # Copyright 2016 Letv Cloud Computing # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may ob...
code_fim
hard
{ "lang": "python", "repo": "openstack/horizon", "path": "/openstack_dashboard/dashboards/admin/floating_ips/tables.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|>class AdminReleaseFloatingIP(project_tables.ReleaseIPs): pass class AdminSimpleDisassociateIP(project_tables.DisassociateIP): def single(self, table, request, obj_id): try: fip = table.get_object_by_id(filters.get_int_or_uuid(obj_id)) api.neutron.floating_ip_disa...
code_fim
hard
{ "lang": "python", "repo": "openstack/horizon", "path": "/openstack_dashboard/dashboards/admin/floating_ips/tables.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> try: fip = table.get_object_by_id(filters.get_int_or_uuid(obj_id)) api.neutron.floating_ip_disassociate(request, fip.id) LOG.info('Disassociating Floating IP "%s".', obj_id) messages.success(request, _('Successfully disas...
code_fim
hard
{ "lang": "python", "repo": "openstack/horizon", "path": "/openstack_dashboard/dashboards/admin/floating_ips/tables.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> def load_reduced_eda(prob_ids) -> list[tuple[np.ndarray, np.ndarray]]: """Reduzierte Datenpunkte. Für jeden Probanden, `times, data`. """ filenames = [_vhdr_filename(p) for p in prob_ids] points_per_sec = 5000 return compute_reduced_eda(points_per_sec, filenames) def eda_long(b...
code_fim
medium
{ "lang": "python", "repo": "C0C0AN/MD_thesis_JanOttoHeiland", "path": "/script/eda/eda_collect.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: C0C0AN/MD_thesis_JanOttoHeiland path: /script/eda/eda_collect.py """Sammel EDA Daten und schreibe es in CSV Datei.""" import numpy as np import pandas as pd from blocks import load_blocks from show_eda import DATEN, compute_reduced_eda def index_prob_id(blocks): """Set prob_id in index."""...
code_fim
hard
{ "lang": "python", "repo": "C0C0AN/MD_thesis_JanOttoHeiland", "path": "/script/eda/eda_collect.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> duration = pd.DataFrame(index=bs.index) for i in range(6): duration[i] = bs[i + 1] - bs[i] duration.to_csv("duration.tsv", sep="\t", float_format="%.2f") blocks = index_prob_id(bs) lf = eda_long(blocks) lf.eda *= 1e6 lf.to_csv("eda_long.tsv", sep="\t", float_format="%7...
code_fim
hard
{ "lang": "python", "repo": "C0C0AN/MD_thesis_JanOttoHeiland", "path": "/script/eda/eda_collect.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: gongtian1234/easy_leetcode path: /easyleetcode/leetcodes/Leetcode_021_Merge_Two_Sorted_Lists.py class ListNode: def __init__(self, x): self.val = x self.next = None def make_list(arr): head_node = None p_node = None for a in arr: new_node = ListNode(a) ...
code_fim
hard
{ "lang": "python", "repo": "gongtian1234/easy_leetcode", "path": "/easyleetcode/leetcodes/Leetcode_021_Merge_Two_Sorted_Lists.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> class Solution(object): def mergeTwoLists(self, l1, l2): pos = dummyHead = ListNode(0) while l1 is not None and l2 is not None: if l1.val <= l2.val: pos.next = l1 l1 = l1.next else: pos.next = l2 l...
code_fim
medium
{ "lang": "python", "repo": "gongtian1234/easy_leetcode", "path": "/easyleetcode/leetcodes/Leetcode_021_Merge_Two_Sorted_Lists.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|>def test_connection_manager_connect_as_master_successful(): hci_thread = MagicMock() cb_thread = CallbackThread() mgr = ConnectionManager(hci_thread, cb_thread) address = Address("c9:ea:a5:b8:c8:10", AddressType.random) assert mgr.find_connection_by_address(address) is None conne...
code_fim
hard
{ "lang": "python", "repo": "notmikeb/pybluetooth", "path": "/tests/test_connection_manager.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> assert connection.state == State.initiating assert not connection.connected_event.is_set() assert connection.disconnected_event.is_set() with pytest.raises(TimeoutException): connection.wait_until_connected(0) connection.wait_until_disconnected(0) cb_thread.dispatch_packet...
code_fim
hard
{ "lang": "python", "repo": "notmikeb/pybluetooth", "path": "/tests/test_connection_manager.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: notmikeb/pybluetooth path: /tests/test_connection_manager.py import binascii import pytest from pybluetooth.address import * from pybluetooth.connection import ConnectionManager, Role, State from pybluetooth.exceptions import * from pybluetooth import CallbackThread from scapy.layers.bluetooth i...
code_fim
hard
{ "lang": "python", "repo": "notmikeb/pybluetooth", "path": "/tests/test_connection_manager.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> """ Turn a pygments token list into a list of prompt_toolkit text fragments (``(style_str, text)`` tuples). """ result = [] for token, text in token_list: result.append(('class:' + _pygments_token_to_classname(token), text)) return result<|fim_prefix|># repo: Arrendi/...
code_fim
hard
{ "lang": "python", "repo": "Arrendi/rice", "path": "/rice/deps/prompt_toolkit/styles/pygments.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: Arrendi/rice path: /rice/deps/prompt_toolkit/styles/pygments.py """ Adaptor for building prompt_toolkit styles, starting from a Pygments style. Usage:: from pygments.styles.tango import TangoStyle style = style_from_pygments(pygments_style_cls=TangoStyle) """ from __future__ import unic...
code_fim
hard
{ "lang": "python", "repo": "Arrendi/rice", "path": "/rice/deps/prompt_toolkit/styles/pygments.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|>def token_list_to_formatted_text(token_list): """ Turn a pygments token list into a list of prompt_toolkit text fragments (``(style_str, text)`` tuples). """ result = [] for token, text in token_list: result.append(('class:' + _pygments_token_to_classname(token), text)) ...
code_fim
hard
{ "lang": "python", "repo": "Arrendi/rice", "path": "/rice/deps/prompt_toolkit/styles/pygments.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> def pre_set_grid(self): set_grid = copy.copy(self.grid) for yindex, row in enumerate(self.grid): for xindex, cell in enumerate(row): #object 1 IDK how to loop without breaking! *crying on the inside* set_grid[5][0].alive = True ...
code_fim
hard
{ "lang": "python", "repo": "Elisa-Alvarez/Conways-Game-Of-Life", "path": "/src/game_window_class.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: Elisa-Alvarez/Conways-Game-Of-Life path: /src/game_window_class.py import pygame import copy import random from cell_class import * vec = pygame.math.Vector2 class Game_window: def __init__(self, screen, x,y,): self.screen = screen self.pos = vec(x,y) self.width, self...
code_fim
hard
{ "lang": "python", "repo": "Elisa-Alvarez/Conways-Game-Of-Life", "path": "/src/game_window_class.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> color_grid = copy.copy(self.grid) for yindex, row in enumerate(self.grid): for xindex, cell in enumerate(row): if cell.alive: color_grid[yindex][xindex].set_color() self.grid = color_grid def pre...
code_fim
hard
{ "lang": "python", "repo": "Elisa-Alvarez/Conways-Game-Of-Life", "path": "/src/game_window_class.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: satra/nibabel path: /nibabel/tests/test_spatialimages.py # emacs: -*- mode: python-mode; py-indent-offset: 4; indent-tabs-mode: nil -*- # vi: set ft=python sts=4 ts=4 sw=4 et: ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ## # # See COPYING file distributed along w...
code_fim
hard
{ "lang": "python", "repo": "satra/nibabel", "path": "/nibabel/tests/test_spatialimages.py", "mode": "psm", "license": "BSD-3-Clause", "source": "the-stack-v2" }
<|fim_suffix|> @parametric def test_data_dtype(): hdr = Header() yield assert_equal(hdr.get_data_dtype(), np.dtype(np.float32)) hdr.set_data_dtype(np.float64) yield assert_equal(hdr.get_data_dtype(), np.dtype(np.float64)) hdr.set_data_dtype('u2') yield assert_equal(hdr.get_data_dtype(), np.dtype...
code_fim
hard
{ "lang": "python", "repo": "satra/nibabel", "path": "/nibabel/tests/test_spatialimages.py", "mode": "spm", "license": "BSD-3-Clause", "source": "the-stack-v2" }
<|fim_suffix|>@parametric def test_read_data(): hdr = Header(np.int32, shape=(1,2,3), zooms=(3.0, 2.0, 1.0)) fobj = StringIO() data = np.arange(6).reshape((1,2,3)) hdr.data_to_fileobj(data, fobj) yield assert_equal(fobj.getvalue(), data.astype(np.int32).tostring(order='F')) ...
code_fim
hard
{ "lang": "python", "repo": "satra/nibabel", "path": "/nibabel/tests/test_spatialimages.py", "mode": "spm", "license": "BSD-3-Clause", "source": "the-stack-v2" }
<|fim_prefix|># repo: Marcelixoo/trip-planner path: /app/user/forms.py from flask_wtf import FlaskForm from wtforms import StringField, SubmitField from wtforms.validators import ValidationError, DataRequired from app.user.models import User class DestinationForm(FlaskForm): <|fim_suffix|> if user is not None...
code_fim
hard
{ "lang": "python", "repo": "Marcelixoo/trip-planner", "path": "/app/user/forms.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> user = User.query.filter_by(email=email.data).first() if user is not None: raise ValidationError( 'Email already taken! Please use a different email address.' )<|fim_prefix|># repo: Marcelixoo/trip-planner path: /app/user/forms.py from flask_wtf im...
code_fim
hard
{ "lang": "python", "repo": "Marcelixoo/trip-planner", "path": "/app/user/forms.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|>def NAND(x1, x2): x = np.array([x1, x2]) w = np.array([-0.5, -0.5]) b = 0.7 tmp = np.sum(x*w) + b if tmp <= 0: return 0 else: return 1 def XOR(x1, x2): s1 = NAND(x1, x2) s2 = OR(x1, x2) return AND(s1, s2) print(XOR(0,0)) print(XOR(1,0)) print(XOR(0,1))...
code_fim
hard
{ "lang": "python", "repo": "Adrian123K/dl", "path": "/01-2.perceptron1.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: Adrian123K/dl path: /01-2.perceptron1.py # 15 import numpy as np def AND(x1, x2): w1, w2, theta = 0.5, 0.5, 0.7 tmp = x1 * w1 + x2 * w2 if tmp <= theta: return 0 else: return 1 inputs = np.array([[0, 0], [0, 1], [1, 0], [1, 1]]) target = np.array([0, 0, 0, 1]).re...
code_fim
medium
{ "lang": "python", "repo": "Adrian123K/dl", "path": "/01-2.perceptron1.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|># 18 import numpy as np def AND(x1, x2): x = np.array([x1, x2]) w = np.array([0.5, 0.5]) b = -0.7 tmp = np.sum(x*w) + b if tmp <= 0: return 0 else: return 1 def OR(x1, x2): x = np.array([x1, x2]) w = np.array([0.5, 0.5]) b = -0.4 tmp = np.sum(x*w) +...
code_fim
hard
{ "lang": "python", "repo": "Adrian123K/dl", "path": "/01-2.perceptron1.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: ch21yyds/vgtr path: /work/utils/utils.py # -*- coding: utf-8 -*- import os import cv2 import random import shutil import numpy as np import torch import torch.backends.cudnn as cudnn class AverageMeter(object): """Computes and stores the average and current value""" def __...
code_fim
hard
{ "lang": "python", "repo": "ch21yyds/vgtr", "path": "/work/utils/utils.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> def lr_poly(base_lr, iter, max_iter, power): return base_lr * ((1 - float(iter) / max_iter) ** (power)) def adjust_learning_rate(optimizer, epoch, lr, drop_list=(70, 100)): if epoch in drop_list: lr = lr * 0.1 optimizer.param_groups[0]['lr'] = lr if len(optimize...
code_fim
hard
{ "lang": "python", "repo": "ch21yyds/vgtr", "path": "/work/utils/utils.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: rudolfbyker/venus6 path: /input_messages.py from common import byteorder from messages import Message class InputMessage(Message): """ A Message from the host to the GPS unit. """ def __str__(self): s = "GPS < Host: {}".format(type(self).name) for v in self.valu...
code_fim
hard
{ "lang": "python", "repo": "rudolfbyker/venus6", "path": "/input_messages.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> super().__init__() # from fields import # self.values = [ # # ] class ConfigurePositionPinningMessage(InputMessage): """ >>> bytes(ConfigurePositionPinningMessage(True)).hex() 'a0a100023901380d0a' >>> bytes(ConfigurePositionPinningMessage(False))...
code_fim
hard
{ "lang": "python", "repo": "rudolfbyker/venus6", "path": "/input_messages.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|>] if settings.DEBUG: urlpatterns += static(settings.MEDIA_URL, document_root=settings.MEDIA_ROOT) urlpatterns += static(settings.STATIC_URL, document_root=settings.STATIC_ROOT)<|fim_prefix|># repo: Rodgersouko/insta path: /instagram/urls.py from django.urls import path, include, re_path from . im...
code_fim
hard
{ "lang": "python", "repo": "Rodgersouko/insta", "path": "/instagram/urls.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: Rodgersouko/insta path: /instagram/urls.py from django.urls import path, include, re_path from . import views from django.conf import settings from django.conf.urls.static import static <|fim_suffix|>] if settings.DEBUG: urlpatterns += static(settings.MEDIA_URL, document_root=settings.MEDIA...
code_fim
hard
{ "lang": "python", "repo": "Rodgersouko/insta", "path": "/instagram/urls.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: dvejmz/meetup-notifier path: /email_compose.py def composeEmail(groupName, eventStartDateTime, answers): messageAnswers = '\n'.join(answers) return f'<|fim_suffix|> on {str(eventStartDateTime)} (UTC)\n\n{messageAnswers}'<|fim_middle|>RSVP answers for the {groupName} MeetUp event scheduled
code_fim
easy
{ "lang": "python", "repo": "dvejmz/meetup-notifier", "path": "/email_compose.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> on {str(eventStartDateTime)} (UTC)\n\n{messageAnswers}'<|fim_prefix|># repo: dvejmz/meetup-notifier path: /email_compose.py def composeEmail(groupName, eventStartDateTime, answers): messageAnswers = '\n'.join(answers) return f'<|fim_middle|>RSVP answers for the {groupName} MeetUp event scheduled
code_fim
easy
{ "lang": "python", "repo": "dvejmz/meetup-notifier", "path": "/email_compose.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: tchlux/VarSys path: /Code_[2017-07-11]_Data_Comparison_Check/Resources/plotly_interface.py max(max(diff), greatest_diff) return greatest_diff # Class for building a plotly plot # ========================================== class Plot: def __init__(self, title="", x_title="x",...
code_fim
hard
{ "lang": "python", "repo": "tchlux/VarSys", "path": "/Code_[2017-07-11]_Data_Comparison_Check/Resources/plotly_interface.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> start = end = None # Cycle through the elements of data for i,tr in enumerate(self.to_reverse): if (tr and start==None): start = i if (not tr and start!=None): end = i+1 # Reverse that group of plot series ...
code_fim
hard
{ "lang": "python", "repo": "tchlux/VarSys", "path": "/Code_[2017-07-11]_Data_Comparison_Check/Resources/plotly_interface.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> # Manage plotly reverse order bug (only happens with "tonext_") self.reorder_data() # Generate the figure fig = plotly.graph_objs.Figure(data=data, layout=plot_layout) # Create the html file and show in browser if appropriate if html: create_html(fig, file_...
code_fim
hard
{ "lang": "python", "repo": "tchlux/VarSys", "path": "/Code_[2017-07-11]_Data_Comparison_Check/Resources/plotly_interface.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: bartekpacia/python-training path: /project_euler/0022.py names = [] with open("0022.txt") as file: for line in file: names_in_line = map(lambda s: s[1:-1], line.split(",")) names.extend(names_in_line) names.sort() <|fim_suffix|> score = 0 for char in name: sc...
code_fim
easy
{ "lang": "python", "repo": "bartekpacia/python-training", "path": "/project_euler/0022.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> score *= index return score total_name_score = 0 for index, name in enumerate(names): total_name_score += name_score(name, index + 1) print(total_name_score)<|fim_prefix|># repo: bartekpacia/python-training path: /project_euler/0022.py names = [] with open("0022.txt") as file: for li...
code_fim
medium
{ "lang": "python", "repo": "bartekpacia/python-training", "path": "/project_euler/0022.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: qcoumes/dgeq path: /dgeq/joins.py import operator from functools import reduce from typing import Any, Dict, Iterable, List, Optional, Set, Type, Union from django.db import models from . import utils from .censor import Censor from .exceptions import InvalidCommandError, NotARelatedFieldError ...
code_fim
hard
{ "lang": "python", "repo": "qcoumes/dgeq", "path": "/dgeq/joins.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> for item in subquery: row = utils.serialize_row( item, self.fields, self._one_fields, self._many_fields, self.joins ) rows.append(row) return rows def _fetch_unique(self, obj: models.Model) -> Optional[Dict[str, Any]]: ...
code_fim
hard
{ "lang": "python", "repo": "qcoumes/dgeq", "path": "/dgeq/joins.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|>ROUTER_TYPES = [ROUTER_TYPE_TIER0, ROUTER_TYPE_TIER1] LROUTERPORT_UPLINK = "LogicalRouterUplinkPort" LROUTERPORT_DOWNLINK = "LogicalRouterDownLinkPort" LROUTERPORT_LINKONTIER0 = "LogicalRouterLinkPortOnTIER0" LROUTERPORT_LINKONTIER1 = "LogicalRouterLinkPortOnTIER1" LROUTER_TYPES = [LROUTERPORT_UPLINK, ...
code_fim
hard
{ "lang": "python", "repo": "yfauser/vmware-nsx", "path": "/vmware_nsx/common/nsx_constants.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|>ATTACHMENT_TYPES = [ATTACHMENT_VIF, ATTACHMENT_LR] # Replication modes MTEP = "MTEP" SOURCE = "SOURCE" REPLICATION_MODES = [MTEP, SOURCE] # Router type ROUTER_TYPE_TIER0 = "TIER0" ROUTER_TYPE_TIER1 = "TIER1" ROUTER_TYPES = [ROUTER_TYPE_TIER0, ROUTER_TYPE_TIER1] LROUTERPORT_UPLINK = "LogicalRouterUpli...
code_fim
hard
{ "lang": "python", "repo": "yfauser/vmware-nsx", "path": "/vmware_nsx/common/nsx_constants.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: yfauser/vmware-nsx path: /vmware_nsx/common/nsx_constants.py # Copyright 2015 VMware, Inc. # All Rights Reserved # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at #...
code_fim
hard
{ "lang": "python", "repo": "yfauser/vmware-nsx", "path": "/vmware_nsx/common/nsx_constants.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> def update(self, instance, validated_data): instance.temp_export_details = validated_data.pop("temp_export_details", instance.temp_export_details) instance.proposed_return_date = validated_data.pop("proposed_return_date", instance.proposed_return_date) instance.temp_direct_cont...
code_fim
hard
{ "lang": "python", "repo": "uktrade/lite-api", "path": "/api/applications/serializers/temporary_export_details.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: uktrade/lite-api path: /api/applications/serializers/temporary_export_details.py from django.utils import timezone from rest_framework import serializers from api.applications.models import BaseApplication from api.applications.serializers.serializer_helper import validate_field from lite_conten...
code_fim
hard
{ "lang": "python", "repo": "uktrade/lite-api", "path": "/api/applications/serializers/temporary_export_details.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> model = BaseApplication fields = ( "temp_export_details", "is_temp_direct_control", "temp_direct_control_details", "proposed_return_date", ) def validate(self, data): validated_data = super().validate(data) valid...
code_fim
hard
{ "lang": "python", "repo": "uktrade/lite-api", "path": "/api/applications/serializers/temporary_export_details.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: nahuelhds/diffengine path: /diffengine/utils.py import os import yaml def generate_config(home, content): <|fim_suffix|> yaml.dump(content, open(config_file, "w"), default_flow_style=False)<|fim_middle|> config_file = os.path.join(home, "config.yaml") if not os.path.isdir(home): ...
code_fim
medium
{ "lang": "python", "repo": "nahuelhds/diffengine", "path": "/diffengine/utils.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> yaml.dump(content, open(config_file, "w"), default_flow_style=False)<|fim_prefix|># repo: nahuelhds/diffengine path: /diffengine/utils.py import os import yaml def generate_config(home, content): <|fim_middle|> config_file = os.path.join(home, "config.yaml") if not os.path.isdir(home): ...
code_fim
medium
{ "lang": "python", "repo": "nahuelhds/diffengine", "path": "/diffengine/utils.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: amisha-w/PackTravel path: /publish/models.py from django.db import models # declare a new model with a name "GeeksModel" class Ride(models.Model): # fields of the model destination = models.TextField() rideDate = models.TextField() class Meta: <|fim_suffix|> # renames the in...
code_fim
easy
{ "lang": "python", "repo": "amisha-w/PackTravel", "path": "/publish/models.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> # renames the instances of the model # with their title name def __str__(self): return self.title<|fim_prefix|># repo: amisha-w/PackTravel path: /publish/models.py from django.db import models # declare a new model with a name "GeeksModel" class Ride(models.Model): # fields of t...
code_fim
easy
{ "lang": "python", "repo": "amisha-w/PackTravel", "path": "/publish/models.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: Sec-Fork/SiteScan path: /Third/wafw00f/entrance.py #!/usr/bin/env python # -*- coding: utf-8 -*- ''' Copyright (C) 2020, WAFW00F Developers. See the LICENSE file for copying permission. ''' # For keeping python2 support for now from __future__ import print_function import csv import io import js...
code_fim
hard
{ "lang": "python", "repo": "Sec-Fork/SiteScan", "path": "/Third/wafw00f/entrance.py", "mode": "psm", "license": "BSD-3-Clause", "source": "the-stack-v2" }
<|fim_suffix|> wafdetections = dict() plugin_dict = load_plugins() result_dict = {} for plugin_module in plugin_dict.values(): wafdetections[plugin_module.NAME] = plugin_module.is_waf # Check for prioritized ones first, then check those added externally checklist = wafdetectionsprio ...
code_fim
hard
{ "lang": "python", "repo": "Sec-Fork/SiteScan", "path": "/Third/wafw00f/entrance.py", "mode": "spm", "license": "BSD-3-Clause", "source": "the-stack-v2" }
<|fim_prefix|># repo: gistable/gistable path: /all-gists/2635832/snippet.py from types import FunctionType def percol_specialkey_replace(fn): def decofn(self, key): if len(key) > 2 and key[0] == "<" and key[-1] == ">": key = key[1:-1] return fn(self, key) return decofn class Chain...
code_fim
hard
{ "lang": "python", "repo": "gistable/gistable", "path": "/all-gists/2635832/snippet.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> @percol_add_command def toggle_mark_and_previous(self): self.toggle_mark() self.select_previous() @percol_add_command def toggle_mark_select_under(self): index = self.model.index mark = not self.model.get_mark(index) for mark_index in range(index, s...
code_fim
hard
{ "lang": "python", "repo": "gistable/gistable", "path": "/all-gists/2635832/snippet.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> for ao in pull("http://schoolido.lu/api/cards/"): DB.ingest_api_object(ao) DB.disconnect() if __name__ == '__main__': import plac; plac.call(main)<|fim_prefix|># repo: summertriangle-dev/more-ll-tools path: /snowcone/seed_from_live.py import requests import json import syncstate fro...
code_fim
easy
{ "lang": "python", "repo": "summertriangle-dev/more-ll-tools", "path": "/snowcone/seed_from_live.py", "mode": "spm", "license": "Unlicense", "source": "the-stack-v2" }
<|fim_prefix|># repo: summertriangle-dev/more-ll-tools path: /snowcone/seed_from_live.py import requests import json import syncstate from sukutomo import pull <|fim_suffix|>if __name__ == '__main__': import plac; plac.call(main)<|fim_middle|>def main(out): DB = syncstate.State(out) for ao in pull("http:...
code_fim
medium
{ "lang": "python", "repo": "summertriangle-dev/more-ll-tools", "path": "/snowcone/seed_from_live.py", "mode": "psm", "license": "Unlicense", "source": "the-stack-v2" }
<|fim_suffix|> if not viewer_policy: severity = 3 message = 'No viewer policy found for this distribution' elif viewer_policy == 'allow-all': severity = 2 message = 'Distribution should only allow HTTPS traffic' elif view...
code_fim
hard
{ "lang": "python", "repo": "coolfriends/oil", "path": "/oil/plugins/aws/cloudfront/https/__init__.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> self.results.append({ 'resource': resource_arn, 'region': 'aws-global', 'severity': severity, 'message': message }) return self.results<|fim_prefix|># repo: coolfriends/oil path: /oil/plugins/aws/cloudfront/h...
code_fim
hard
{ "lang": "python", "repo": "coolfriends/oil", "path": "/oil/plugins/aws/cloudfront/https/__init__.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: coolfriends/oil path: /oil/plugins/aws/cloudfront/https/__init__.py from oil.plugins import Plugin class HTTPSPlugin(Plugin): name = 'https' provider = 'aws' service = 'cloudfront' requirements = { 'distributions': ['aws', 'cloudfront', 'list_distributions'] } ...
code_fim
hard
{ "lang": "python", "repo": "coolfriends/oil", "path": "/oil/plugins/aws/cloudfront/https/__init__.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> jinad_client = JinaDClient(host=HOST, port=JINAD_PORT) assert jinad_client.alive, 'cannot reach jinad' storage_flow_id, query_flow_id, workspace_id = create_flows() # start rolling update in the background Thread(target=dump_and_roll_update, args=(storage_flow_id, ...
code_fim
medium
{ "lang": "python", "repo": "nikosNalmpantis/examples", "path": "/wikipedia-sentences-query-while-indexing/tests/test_query_while_indexing.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: nikosNalmpantis/examples path: /wikipedia-sentences-query-while-indexing/tests/test_query_while_indexing.py import time from threading import Thread from jina import Document, __default_host__, Client from daemon.clients import JinaDClient from jina.logging.logger import JinaLogger HOST = __def...
code_fim
medium
{ "lang": "python", "repo": "nikosNalmpantis/examples", "path": "/wikipedia-sentences-query-while-indexing/tests/test_query_while_indexing.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|>a=(b*h)/2 #Datos de Salida print("El área es: ", area)<|fim_prefix|># repo: WilliamGabCh/FP_Group-2_WGCH path: /AreaTriangulo.py #declarar variables print("Ejercicios 01: Area del Triangulo") #Datos de entrada) b=int(input("ingrese Ba<|fim_middle|>se: ")) h=int(input("Ingrese Altura: ")) #Proceso are
code_fim
easy
{ "lang": "python", "repo": "WilliamGabCh/FP_Group-2_WGCH", "path": "/AreaTriangulo.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: WilliamGabCh/FP_Group-2_WGCH path: /AreaTriangulo.py #declarar variables print("Ejercicios 01: Area del Triangulo") #Datos de entrada) b=int(input("ingrese Ba<|fim_suffix|>a=(b*h)/2 #Datos de Salida print("El área es: ", area)<|fim_middle|>se: ")) h=int(input("Ingrese Altura: ")) #Proceso are
code_fim
easy
{ "lang": "python", "repo": "WilliamGabCh/FP_Group-2_WGCH", "path": "/AreaTriangulo.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> if args: (av_name, av_type) = args av_name = os.path.splitext(os.path.basename(av_name))[0] # If the config file states the exercise should be removed, remove it if av_name in exercises and 'remove' in exercises[av_name] and exercises[av_name]['remove']: ...
code_fim
hard
{ "lang": "python", "repo": "fionacsukcl/OpenDSA-stable", "path": "/tools/ODSA_RST_Module.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: fionacsukcl/OpenDSA-stable path: /tools/ODSA_RST_Module.py import os import datetime import re from string import whitespace as ws from config_templates import * # Parses the arguments from a Sphinx directive, prints error messages if the directive doesn't match the expected format def parse_dir...
code_fim
hard
{ "lang": "python", "repo": "fionacsukcl/OpenDSA-stable", "path": "/tools/ODSA_RST_Module.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> # If the config file states the exercise should be removed, remove it if av_name in exercises and 'remove' in exercises[av_name] and exercises[av_name]['remove']: print console_msg_prefix + 'Removing: ' + av_name # Config file states exercise should be removed,...
code_fim
hard
{ "lang": "python", "repo": "fionacsukcl/OpenDSA-stable", "path": "/tools/ODSA_RST_Module.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_prefix|># repo: RoosDaniel/Fadderjobb path: /fadderanmalan/utils/misc.py from django.db.models import Q from django.contrib.auth import get_user_model <|fim_suffix|> # Removes all jobs that the user cannot view due to insufficient permissions def filter_jobs_for_user(user: User, jobs): if not user.is_superu...
code_fim
easy
{ "lang": "python", "repo": "RoosDaniel/Fadderjobb", "path": "/fadderanmalan/utils/misc.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> if not user.is_superuser: jobs = jobs.filter(Q(only_visible_to__in=user.groups.all()) | Q(only_visible_to__isnull=True)) return jobs<|fim_prefix|># repo: RoosDaniel/Fadderjobb path: /fadderanmalan/utils/misc.py from django.db.models import Q from django.contrib.auth import get_user_model...
code_fim
medium
{ "lang": "python", "repo": "RoosDaniel/Fadderjobb", "path": "/fadderanmalan/utils/misc.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> # Removes all jobs that the user cannot view due to insufficient permissions def filter_jobs_for_user(user: User, jobs): if not user.is_superuser: jobs = jobs.filter(Q(only_visible_to__in=user.groups.all()) | Q(only_visible_to__isnull=True)) return jobs<|fim_prefix|># repo: RoosDaniel/Fa...
code_fim
easy
{ "lang": "python", "repo": "RoosDaniel/Fadderjobb", "path": "/fadderanmalan/utils/misc.py", "mode": "spm", "license": "MIT", "source": "the-stack-v2" }
<|fim_suffix|> assert (224, 224, 3) == deduce_input_shape() assert (256, 256, 3) == deduce_input_shape(default_size=256) assert (128, 128, 1) == deduce_input_shape((128, 128, 1)) assert (128, 128, 3) == deduce_input_shape((128, 128, 3), weights="imagenet") assert (3, 128, 128) == deduce_input_shape((...
code_fim
hard
{ "lang": "python", "repo": "carnotresearch/cr-vision", "path": "/tests/cnn/test_default_input_shape.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: carnotresearch/cr-vision path: /tests/cnn/test_default_input_shape.py from cr.vision.dl.nets.cnn.utils import * import pytest def test_data_format(): check_data_format("channels_first") check_data_format("channels_last") with pytest.raises(ValueError): check_data_format("cha...
code_fim
hard
{ "lang": "python", "repo": "carnotresearch/cr-vision", "path": "/tests/cnn/test_default_input_shape.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> assert 1 == get_num_channels((224, 224)) assert 3 == get_num_channels((224, 224, 3)) assert 3 == get_num_channels((3, 224, 224), 'channels_first') assert 3 == get_num_channels((224, 224, 3), 'channels_last') def test_check_min_size(): check_min_size((None, None), 32) check_min_si...
code_fim
hard
{ "lang": "python", "repo": "carnotresearch/cr-vision", "path": "/tests/cnn/test_default_input_shape.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: liuc1601/ansible-role-nginx path: /molecule/common/test_default/test_default.py import os import testinfra.utils.ansible_runner testinfra_hosts = testinfra.utils.ansible_runner.AnsibleRunner( os.environ['MOLECULE_INVENTORY_FILE']).get_hosts('all') def test_nginx_is_installed(host): <|fim_...
code_fim
medium
{ "lang": "python", "repo": "liuc1601/ansible-role-nginx", "path": "/molecule/common/test_default/test_default.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> ngx = host.service("nginx") assert ngx.is_running assert ngx.is_enabled def test_hosts_file(host): ngx = host.file('/etc/hosts') assert ngx.exists assert ngx.user == 'root' assert ngx.group == 'root' def test_endpoint(host): command = """curl -I http://localhost/""" ...
code_fim
medium
{ "lang": "python", "repo": "liuc1601/ansible-role-nginx", "path": "/molecule/common/test_default/test_default.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|>def test_endpoint(host): command = """curl -I http://localhost/""" cmd = host.run(command) assert '200 OK' in cmd.stdout<|fim_prefix|># repo: liuc1601/ansible-role-nginx path: /molecule/common/test_default/test_default.py import os import testinfra.utils.ansible_runner testinfra_hosts = tes...
code_fim
hard
{ "lang": "python", "repo": "liuc1601/ansible-role-nginx", "path": "/molecule/common/test_default/test_default.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> @params.setter def params(self, value): self._params = value @property def service_code(self): return self._service_code @service_code.setter def service_code(self, value): self._service_code = value @property def uri(self): return self._uri...
code_fim
hard
{ "lang": "python", "repo": "alipay/alipay-sdk-python-all", "path": "/alipay/aop/api/domain/AnttechAiCvUaIdentifyModel.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_suffix|> if not d: return None o = AnttechAiCvUaIdentifyModel() if 'attributes' in d: o.attributes = d['attributes'] if 'm_app_id' in d: o.m_app_id = d['m_app_id'] if 'params' in d: o.params = d['params'] if 'service_co...
code_fim
hard
{ "lang": "python", "repo": "alipay/alipay-sdk-python-all", "path": "/alipay/aop/api/domain/AnttechAiCvUaIdentifyModel.py", "mode": "spm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: alipay/alipay-sdk-python-all path: /alipay/aop/api/domain/AnttechAiCvUaIdentifyModel.py #!/usr/bin/env python # -*- coding: utf-8 -*- import json from alipay.aop.api.constant.ParamConstants import * class AnttechAiCvUaIdentifyModel(object): def __init__(self): self._attributes = N...
code_fim
hard
{ "lang": "python", "repo": "alipay/alipay-sdk-python-all", "path": "/alipay/aop/api/domain/AnttechAiCvUaIdentifyModel.py", "mode": "psm", "license": "Apache-2.0", "source": "the-stack-v2" }
<|fim_prefix|># repo: jdrew1303/pyBusylight path: /pybusylight/color_constants.py """Provide RGB color constants and a colors dictionary with elements formatted: colors[colorname] = CONSTANT""" from collections import namedtuple, OrderedDict Color = namedtuple('RGB','red, green, blue') colors = {} #dict of colors c...
code_fim
hard
{ "lang": "python", "repo": "jdrew1303/pyBusylight", "path": "/pybusylight/color_constants.py", "mode": "psm", "license": "MIT", "source": "the-stack-v2" }