id int64 0 190k | prompt stringlengths 21 13.4M | docstring stringlengths 1 12k ⌀ |
|---|---|---|
151,001 | from __future__ import annotations
from typing import Callable, Optional
from typing_extensions import Literal
import os
from functools import partial
from concurrent.futures import ThreadPoolExecutor, ProcessPoolExecutor, Future
from time import sleep
from signal import signal, SIGINT, SIGTERM
from collections import ... | null |
151,002 | from __future__ import annotations
from typing import Callable, Optional
from typing_extensions import Literal
import os
from functools import partial
from concurrent.futures import ThreadPoolExecutor, ProcessPoolExecutor, Future
from time import sleep
from signal import signal, SIGINT, SIGTERM
from collections import ... | null |
151,003 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | send_mode: -1=force link, 0=auto, 1=force Telegraph, 2=force message length_limit: Telegraph length limit, valid when send_mode==0. If exceeded, send via Telegraph; If is 0, send via Telegraph when a post cannot be sent in a single message link_preview: 0=auto, 1=force enable display_author: -1=disable, 0=auto, 1=force... |
151,004 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,005 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,006 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,007 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,008 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,009 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,010 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,011 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,012 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,013 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,014 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl.patched import Message
from . import inner, misc
from .utils import command_gatekeeper, parse_customization_callback_data, parse_callback_data_with_page, \
escape_html, parse_command_get_sub_or... | null |
151,015 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env
from ..i18n import i18n
from . import inner
from .utils import command_gatekeeper, parse_command, escape_html, parse_callback... | null |
151,016 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env
from ..i18n import i18n
from . import inner
from .utils import command_gatekeeper, parse_command, escape_html, parse_callback... | null |
151,017 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env
from ..i18n import i18n
from . import inner
from .utils import command_gatekeeper, parse_command, escape_html, parse_callback... | null |
151,018 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env
from ..i18n import i18n
from . import inner
from .utils import command_gatekeeper, parse_command, escape_html, parse_callback... | null |
151,019 | from __future__ import annotations
from typing import Union, Optional
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env
from ..i18n import i18n
from . import inner
from .utils import command_gatekeeper, parse_command, escape_html, parse_callback... | null |
151,020 | from __future__ import annotations
from typing import Union, Optional, AnyStr, Any
from collections.abc import Callable
import asyncio
import re
from contextlib import suppress
from functools import partial, wraps
from cachetools import TTLCache
from telethon import events, Button, hints
from telethon.utils import get_... | null |
151,021 | from __future__ import annotations
from typing import Union, Optional
import listparser
from datetime import datetime
from functools import partial
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env, db
from ..compat import bozo_exception_removal... | null |
151,022 | from __future__ import annotations
from typing import Union, Optional
import listparser
from datetime import datetime
from functools import partial
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env, db
from ..compat import bozo_exception_removal... | null |
151,023 | from __future__ import annotations
from typing import Union, Optional
import listparser
from datetime import datetime
from functools import partial
from telethon import events, Button
from telethon.tl import types
from telethon.tl.patched import Message
from .. import env, db
from ..compat import bozo_exception_removal... | null |
151,024 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,025 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,026 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,027 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,028 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,029 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,030 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,031 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,032 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,033 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,034 | from __future__ import annotations
from typing import Union, Optional
from collections.abc import Iterable
from itertools import chain
from telethon import Button
from telethon.tl.types import KeyboardButtonCallback
from ... import db, env
from ...i18n import i18n
from .utils import arrange_grid, update_interval, activ... | null |
151,035 | from __future__ import annotations
from typing import Union, Optional, AnyStr
from collections.abc import Sequence
import re
import asyncio
from datetime import datetime
from bs4 import BeautifulSoup
from bs4.element import SoupStrainer
from urllib.parse import urljoin
from cachetools import TTLCache
from os import pat... | null |
151,036 | from __future__ import annotations
from typing import Union, Optional, AnyStr
from collections.abc import Sequence
import re
import asyncio
from datetime import datetime
from bs4 import BeautifulSoup
from bs4.element import SoupStrainer
from urllib.parse import urljoin
from cachetools import TTLCache
from os import pat... | null |
151,037 | from __future__ import annotations
from typing import Any, Union, Optional
from collections.abc import Iterable, Mapping, Sequence
import asyncio
import re
from itertools import chain, repeat
from datetime import datetime
from email.utils import parsedate_to_datetime
from telethon import Button
from telethon.tl.types i... | null |
151,038 | from __future__ import annotations
from typing import Any, Union, Optional
from collections.abc import Iterable, Mapping, Sequence
import asyncio
import re
from itertools import chain, repeat
from datetime import datetime
from email.utils import parsedate_to_datetime
from telethon import Button
from telethon.tl.types i... | :param user_id: user id :param page_number: page number (1-based) :param callback: callback data header :param get_page_callback: callback data header for getting another page :param callback_contain_page_num: callback data should be followed by current page number or not? :param lang: language code :param rows: the nu... |
151,039 | from __future__ import annotations
from typing import Any, Union, Optional
from collections.abc import Iterable, Mapping, Sequence
import asyncio
import re
from itertools import chain, repeat
from datetime import datetime
from email.utils import parsedate_to_datetime
from telethon import Button
from telethon.tl.types i... | null |
151,040 | from __future__ import annotations
from typing import Any, Union, Optional
from collections.abc import Iterable, Mapping, Sequence
import asyncio
import re
from itertools import chain, repeat
from datetime import datetime
from email.utils import parsedate_to_datetime
from telethon import Button
from telethon.tl.types i... | :param user_id: user id :param activate: activate all subs if `Ture`, deactivate if `False` :return: the updated sub, `None` if the sub does not exist |
151,041 | from __future__ import annotations
from typing import Union, Optional
from typing_extensions import Final
import asyncio
import re
from telethon import events, Button
from telethon.tl.patched import Message
from telethon.tl import types
from telethon.utils import get_peer_id
from .. import web, db, env
from ..i18n impo... | null |
151,042 | from __future__ import annotations
from typing import Union, Optional
from typing_extensions import Final
import asyncio
import re
from telethon import events, Button
from telethon.tl.patched import Message
from telethon.tl import types
from telethon.utils import get_peer_id
from .. import web, db, env
from ..i18n impo... | null |
151,043 | from __future__ import annotations
from typing import Union, Optional
from typing_extensions import Final
import asyncio
import re
from telethon import events, Button
from telethon.tl.patched import Message
from telethon.tl import types
from telethon.utils import get_peer_id
from .. import web, db, env
from ..i18n impo... | callback data = reset_sub_limit={user_id} |
151,044 | from __future__ import annotations
from typing import Union, Optional
from typing_extensions import Final
import asyncio
import re
from telethon import events, Button
from telethon.tl.patched import Message
from telethon.tl import types
from telethon.utils import get_peer_id
from .. import web, db, env
from ..i18n impo... | command = `/set_sub_limit user_id sub_limit` |
151,045 | from __future__ import annotations
from typing import Union
from typing_extensions import Final
from collections.abc import MutableMapping, Iterable
import gc
import asyncio
from datetime import datetime, timedelta, timezone
from email.utils import format_datetime
from collections import defaultdict, Counter
from itert... | null |
151,046 | from __future__ import annotations
from typing import Optional, Union
from contextlib import suppress
from telethon import events, types, Button
from telethon.tl.patched import Message
from telethon.errors import RPCError
from .. import env, db
from .utils import command_gatekeeper, get_group_migration_help_msg, set_bo... | null |
151,047 | from __future__ import annotations
from typing import Optional, Union
from contextlib import suppress
from telethon import events, types, Button
from telethon.tl.patched import Message
from telethon.errors import RPCError
from .. import env, db
from .utils import command_gatekeeper, get_group_migration_help_msg, set_bo... | null |
151,048 | from __future__ import annotations
from typing import Optional, Union
from contextlib import suppress
from telethon import events, types, Button
from telethon.tl.patched import Message
from telethon.errors import RPCError
from .. import env, db
from .utils import command_gatekeeper, get_group_migration_help_msg, set_bo... | null |
151,049 | from __future__ import annotations
from typing import Optional, Union
from contextlib import suppress
from telethon import events, types, Button
from telethon.tl.patched import Message
from telethon.errors import RPCError
from .. import env, db
from .utils import command_gatekeeper, get_group_migration_help_msg, set_bo... | null |
151,050 | from __future__ import annotations
from typing import Optional, Union
from contextlib import suppress
from telethon import events, types, Button
from telethon.tl.patched import Message
from telethon.errors import RPCError
from .. import env, db
from .utils import command_gatekeeper, get_group_migration_help_msg, set_bo... | null |
151,051 | from __future__ import annotations
from typing import Optional, Union
from contextlib import suppress
from telethon import events, types, Button
from telethon.tl.patched import Message
from telethon.errors import RPCError
from .. import env, db
from .utils import command_gatekeeper, get_group_migration_help_msg, set_bo... | null |
151,052 | from __future__ import annotations
from typing import Optional, Union
from contextlib import suppress
from telethon import events, types, Button
from telethon.tl.patched import Message
from telethon.errors import RPCError
from .. import env, db
from .utils import command_gatekeeper, get_group_migration_help_msg, set_bo... | null |
151,053 | from __future__ import annotations
from typing import Union
from contextlib import AbstractAsyncContextManager
import asyncio
from time import time
from collections import defaultdict
from functools import partial
from urllib.parse import urlparse
from . import log, env
from .errors_collection import ContextTimeoutErro... | null |
151,054 | from __future__ import annotations
from typing import Union
from contextlib import AbstractAsyncContextManager
import asyncio
from time import time
from collections import defaultdict
from functools import partial
from urllib.parse import urlparse
from . import log, env
from .errors_collection import ContextTimeoutErro... | :return: user_msg_lock, user_flood_lock |
151,055 | from __future__ import annotations
from typing import Union
from typing_extensions import Final
import aiohttp
import json
import PIL.Image
import PIL.ImageFile
from PIL import UnidentifiedImageError
from io import BytesIO, SEEK_END
from typing import Optional
from asyncstdlib import lru_cache
from .. import env
from .... | null |
151,056 | from __future__ import annotations
from typing import Union
from typing_extensions import Final
import aiohttp
import json
import PIL.Image
import PIL.ImageFile
from PIL import UnidentifiedImageError
from io import BytesIO, SEEK_END
from typing import Optional
from asyncstdlib import lru_cache
from .. import env
from .... | null |
151,057 | from __future__ import annotations
from typing import Union, Optional, AnyStr
from typing_extensions import Final
from collections.abc import Callable
import re
import asyncio
import aiohttp
import aiohttp.helpers
from contextlib import suppress
from bs4 import BeautifulSoup
from aiohttp_socks import ProxyConnector
fro... | null |
151,058 | from __future__ import annotations
from typing import Optional, Union
from typing_extensions import Final
import asyncio
import aiohttp
import feedparser
from io import BytesIO
from ssl import SSLError
from functools import partial
from .. import log
from ..aio_helper import run_async
from ..compat import bozo_exceptio... | null |
151,059 | from __future__ import annotations
from typing import Optional
from typing_extensions import Final
import asyncio
import os
import sys
import colorlog
import re
import argparse
from telethon import TelegramClient
from telethon.tl.types import User, InputPeerUser
from python_socks import parse_proxy_url
from dotenv impo... | null |
151,060 | from __future__ import annotations
from typing import Optional
from typing_extensions import Final
import asyncio
import os
import sys
import colorlog
import re
import argparse
from telethon import TelegramClient
from telethon.tl.types import User, InputPeerUser
from python_socks import parse_proxy_url
from dotenv impo... | null |
151,061 | from __future__ import annotations
import sys
from typing import Callable
import copy
import functools
import itertools
import listparser.opml
import listparser.common
from aiohttp import ClientResponse
from bs4 import BeautifulSoup
from cachetools.keys import hashkey
from minify_html import minify as minify_html
impor... | https://github.com/tkem/cachetools/commit/3f073633ed4f36f05b57838a3e5655e14d3e3524 |
151,062 | from __future__ import annotations
from typing import Optional
from aiohttp import web
from . import log
async def redirect(_):
return web.HTTPFound('https://github.com/Rongronggg9/RSS-to-Telegram-Bot') | null |
151,063 | from __future__ import annotations
from typing import Optional
from aiohttp import web
from . import log
logger = log.getLogger('RSStT.redirect_server')
app = web.Application()
app.add_routes([web.route('*', '/{tail:.*}', redirect)])
async def run(port: Optional[int] = 5000):
runner = web.AppRunner(app)
await ... | null |
151,064 | from __future__ import annotations
from typing import Optional, Sequence, Union
import re
import json
from contextlib import suppress
from bs4.element import Tag
from html import unescape
from emoji import emojize
from telethon.tl.types import TypeMessageEntity
from functools import partial
from urllib.parse import url... | null |
151,065 | from __future__ import annotations
from typing import Optional, Sequence, Union
import re
import json
from contextlib import suppress
from bs4.element import Tag
from html import unescape
from emoji import emojize
from telethon.tl.types import TypeMessageEntity
from functools import partial
from urllib.parse import url... | null |
151,066 | from __future__ import annotations
from typing import Optional
from collections.abc import Sequence
from contextlib import suppress
from telethon.extensions.html import parse
from telethon.helpers import strip_text, add_surrogate, del_surrogate
from telethon.tl.types import TypeMessageEntity
from .utils import surrogat... | null |
151,067 | from __future__ import annotations
from typing import Optional
from collections.abc import Sequence
from contextlib import suppress
from telethon.extensions.html import parse
from telethon.helpers import strip_text, add_surrogate, del_surrogate
from telethon.tl.types import TypeMessageEntity
from .utils import surrogat... | null |
151,068 | from __future__ import annotations
from typing import Optional
from collections.abc import Sequence
from contextlib import suppress
from telethon.extensions.html import parse
from telethon.helpers import strip_text, add_surrogate, del_surrogate
from telethon.tl.types import TypeMessageEntity
from .utils import surrogat... | null |
151,069 | from __future__ import annotations
from typing import Optional
from collections.abc import Sequence
from contextlib import suppress
from telethon.extensions.html import parse
from telethon.helpers import strip_text, add_surrogate, del_surrogate
from telethon.tl.types import TypeMessageEntity
from .utils import surrogat... | null |
151,070 | from __future__ import annotations
from collections.abc import Iterator, Iterable, Awaitable
from typing import Union, Optional
import re
import asyncio
from bs4 import BeautifulSoup
from bs4.element import NavigableString, PageElement, Tag
from urllib.parse import urlparse
from dataclasses import dataclass
from .. imp... | null |
151,071 | from __future__ import annotations
from collections.abc import Iterator, Iterable, Awaitable
from typing import Union, Optional
import re
import asyncio
from bs4 import BeautifulSoup
from bs4.element import NavigableString, PageElement, Tag
from urllib.parse import urlparse
from dataclasses import dataclass
from .. imp... | :param html: HTML content :param feed_link: feed link (use for resolve relative urls) |
151,072 | from __future__ import annotations
from typing import Union, Optional
from typing_extensions import Final
from collections.abc import Awaitable
import asyncio
import time
import aiographfix as aiograph
from io import BytesIO
from bs4 import BeautifulSoup
from contextlib import suppress
from aiohttp import ClientTimeout... | null |
151,073 | from __future__ import annotations
from typing import Union, Optional
from typing_extensions import Final
from collections.abc import Awaitable
import asyncio
import time
import aiographfix as aiograph
from io import BytesIO
from bs4 import BeautifulSoup
from contextlib import suppress
from aiohttp import ClientTimeout... | null |
151,074 | from __future__ import annotations
from typing import Optional
from typing_extensions import Final
import matplotlib
from math import ceil
from PIL import Image
from io import BytesIO
from bs4 import BeautifulSoup
from matplotlib import pyplot as plt
from matplotlib.font_manager import FontManager
from cjkwrap import f... | null |
151,075 | from __future__ import annotations
from typing import Optional, Union
from typing_extensions import Final
from abc import ABC, abstractmethod
from collections.abc import Callable, Awaitable
import asyncio
import re
from io import BytesIO
from collections import defaultdict
from telethon.tl.functions.messages import Upl... | null |
151,076 | from __future__ import annotations
from typing import Optional, Union
from typing_extensions import Final
from abc import ABC, abstractmethod
from collections.abc import Callable, Awaitable
import asyncio
import re
from io import BytesIO
from collections import defaultdict
from telethon.tl.functions.messages import Upl... | null |
151,077 | from __future__ import annotations
from typing import Optional, Union
from typing_extensions import Final
from abc import ABC, abstractmethod
from collections.abc import Callable, Awaitable
import asyncio
import re
from io import BytesIO
from collections import defaultdict
from telethon.tl.functions.messages import Upl... | null |
151,078 | from __future__ import annotations
from typing import Optional, Any, NoReturn, Union
from typing_extensions import Final
from collections.abc import Callable
from contextlib import suppress
from math import ceil
from random import shuffle
from . import models
EffectiveOptions = __EffectiveOptions()
class EffectiveTasks... | null |
151,079 | from __future__ import annotations
from typing_extensions import Awaitable
import asyncio
import logging
import colorlog
import os
import signal
from . import env
async def exit_handler(prerequisite: Awaitable = None):
try:
if prerequisite and env.bot.is_connected():
try:
await a... | null |
151,080 | from __future__ import annotations
from typing_extensions import Awaitable
import asyncio
import logging
import colorlog
import os
import signal
from . import env
getLogger = colorlog.getLogger
INFO = colorlog.INFO
WARNING = colorlog.WARNING
getLogger('aiohttp_retry').setLevel(logger_level_muted)
getLogger('asyncio').s... | null |
151,081 | import numpy as np
import torch
import torch.utils.data as data
import torch.nn.functional as F
import os
import math
import random
from glob import glob
import os.path as osp
from utils import frame_utils
from utils.augmentor import FlowAugmentor, SparseFlowAugmentor
class MpiSintel(FlowDataset):
def __init__(self... | Create the data loader for the corresponding trainign set |
151,082 | import sys
import argparse
import os
import cv2
import glob
import numpy as np
import torch
from PIL import Image
from .raft import RAFT
from .utils import flow_viz
from .utils.utils import InputPadder
DEVICE = 'cuda'
def load_image_list(image_files):
images = []
for imfile in sorted(image_files):
image... | null |
151,083 | import sys
import argparse
import os
import cv2
import glob
import numpy as np
import torch
from PIL import Image
from .raft import RAFT
from .utils import flow_viz
from .utils.utils import InputPadder
DEVICE = 'cuda'
class RAFT(nn.Module):
def __init__(self, args):
super(RAFT, self).__init__()
sel... | null |
151,084 | import torch
import torch.nn.functional as F
import numpy as np
from scipy import interpolate
def forward_interpolate(flow):
flow = flow.detach().cpu().numpy()
dx, dy = flow[0], flow[1]
ht, wd = dx.shape
x0, y0 = np.meshgrid(np.arange(wd), np.arange(ht))
x1 = x0 + dx
y1 = y0 + dy
x1 ... | null |
151,085 | import torch
import torch.nn.functional as F
import numpy as np
from scipy import interpolate
The provided code snippet includes necessary dependencies for implementing the `bilinear_sampler` function. Write a Python function `def bilinear_sampler(img, coords, mode='bilinear', mask=False)` to solve the following probl... | Wrapper for grid_sample, uses pixel coordinates |
151,086 | import torch
import torch.nn.functional as F
import numpy as np
from scipy import interpolate
def coords_grid(batch, ht, wd):
coords = torch.meshgrid(torch.arange(ht), torch.arange(wd))
coords = torch.stack(coords[::-1], dim=0).float()
return coords[None].repeat(batch, 1, 1, 1) | null |
151,087 | import torch
import torch.nn.functional as F
import numpy as np
from scipy import interpolate
def upflow8(flow, mode='bilinear'):
new_size = (8 * flow.shape[2], 8 * flow.shape[3])
return 8 * F.interpolate(flow, size=new_size, mode=mode, align_corners=True) | null |
151,088 | import torch
torch.pi = torch.acos(torch.zeros(1)).item() * 2
def _normalized_flow_to_image(normalized_flow: torch.Tensor) -> torch.Tensor:
"""
Converts a batch of normalized flow to an RGB image.
Args:
normalized_flow (torch.Tensor): Normalized flow tensor of shape (N, 2, H, W)
Returns:
... | Converts a flow to an RGB image. Args: flow (Tensor): Flow of shape (N, 2, H, W) or (2, H, W) and dtype torch.float. Returns: img (Tensor): Image Tensor of dtype uint8 where each color corresponds to a given flow direction. Shape is (N, 3, H, W) or (3, H, W) depending on the input. |
151,089 | import numpy as np
from PIL import Image
from os.path import *
import re
import cv2
TAG_CHAR = np.array([202021.25], np.float32)
The provided code snippet includes necessary dependencies for implementing the `writeFlow` function. Write a Python function `def writeFlow(filename,uv,v=None)` to solve the following proble... | Write optical flow to file. If v is None, uv is assumed to contain both u and v channels, stacked in depth. Original code by Deqing Sun, adapted from Daniel Scharstein. |
151,090 | import numpy as np
from PIL import Image
from os.path import *
import re
import cv2
cv2.setNumThreads(0)
cv2.ocl.setUseOpenCL(False)
def readFlowKITTI(filename):
flow = cv2.imread(filename, cv2.IMREAD_ANYDEPTH|cv2.IMREAD_COLOR)
flow = flow[:,:,::-1].astype(np.float32)
flow, valid = flow[:, :, :2], flow[:, ... | null |
151,091 | import numpy as np
from PIL import Image
from os.path import *
import re
import cv2
cv2.setNumThreads(0)
cv2.ocl.setUseOpenCL(False)
def readDispKITTI(filename):
disp = cv2.imread(filename, cv2.IMREAD_ANYDEPTH) / 256.0
valid = disp > 0.0
flow = np.stack([-disp, np.zeros_like(disp)], -1)
return flow, va... | null |
151,092 | import numpy as np
from PIL import Image
from os.path import *
import re
import cv2
cv2.setNumThreads(0)
cv2.ocl.setUseOpenCL(False)
def writeFlowKITTI(filename, uv):
uv = 64.0 * uv + 2**15
valid = np.ones([uv.shape[0], uv.shape[1], 1])
uv = np.concatenate([uv, valid], axis=-1).astype(np.uint16)
cv2.im... | null |
151,093 | import numpy as np
from PIL import Image
from os.path import *
import re
import cv2
def readFlow(fn):
""" Read .flo file in Middlebury format"""
# Code adapted from:
# http://stackoverflow.com/questions/28013200/reading-middlebury-flow-files-with-python-bytes-array-numpy
# WARNING: this will work on lit... | null |
151,094 | import os
import io
import cv2
import random
import numpy as np
from PIL import Image, ImageOps
import zipfile
import math
import torch
import matplotlib
import matplotlib.patches as patches
from matplotlib.path import Path
from matplotlib import pyplot as plt
from torchvision import transforms
def read_dirnames_under... | null |
151,095 | import os
import io
import cv2
import random
import numpy as np
from PIL import Image, ImageOps
import zipfile
import math
import torch
import matplotlib
import matplotlib.patches as patches
from matplotlib.path import Path
from matplotlib import pyplot as plt
from torchvision import transforms
def get_random_shape(edg... | null |
151,096 | import os
import io
import cv2
import random
import numpy as np
from PIL import Image, ImageOps
import zipfile
import math
import torch
import matplotlib
import matplotlib.patches as patches
from matplotlib.path import Path
from matplotlib import pyplot as plt
from torchvision import transforms
def get_random_shape(edg... | null |
151,102 | import numpy as np
from skimage import measure
from scipy import linalg
import torch
import torch.nn as nn
import torch.nn.functional as F
from core.utils import to_tensors
The provided code snippet includes necessary dependencies for implementing the `calculate_epe` function. Write a Python function `def calculate_ep... | Calculate End point errors. |
151,103 | import numpy as np
from skimage import measure
from scipy import linalg
import torch
import torch.nn as nn
import torch.nn.functional as F
from core.utils import to_tensors
def calculate_psnr(img1, img2):
"""Calculate PSNR (Peak Signal-to-Noise Ratio).
Ref: https://en.wikipedia.org/wiki/Peak_signal-to-noise_rat... | Calculate PSNR and SSIM for images. img1: ndarray, range [0, 255] img2: ndarray, range [0, 255] |
151,104 | import numpy as np
from skimage import measure
from scipy import linalg
import torch
import torch.nn as nn
import torch.nn.functional as F
from core.utils import to_tensors
class InceptionI3d(nn.Module):
"""Inception-v1 I3D architecture.
The model is introduced in:
Quo Vadis, Action Recognition? A New M... | null |
151,105 | import numpy as np
from skimage import measure
from scipy import linalg
import torch
import torch.nn as nn
import torch.nn.functional as F
from core.utils import to_tensors
def get_i3d_activations(batched_video,
i3d_model,
target_endpoint='Logits',
... | Calculate VFID metric. video1: list[PIL.Image] video2: list[PIL.Image] |
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