text
stringlengths
190
325k
Imports: ```python import gzip import os from pathlib import Path from typing import IO, AnyStr, cast import typing ``` Type definitions: Input Types: Path, Path, str Output Type: Any Dependencies: ```python def v0(v1: Path, v2: Path, v3: bool): v4 = f'msa_view {str(v1)} --in-format MAF --features <(gunzip -c {str...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: List[str] Dependencies: Function Name: v0 Function: ```python def v0(self) -> List[str]: self.assert_waited_for_exit() return self.stderr_lines ```
Imports: ```python import typing ``` Type definitions: Input Types: str, str, Dict[str, Any] Output Type: Dict[str, Any] Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str, v2: str, v3: Dict[str, Any]=None) -> Dict[str, Any]: v4 = f'{self.api_key}' v5 = {'Content-Type': 'application/json...
Imports: ```python import typing ``` Type definitions: Input Types: pd.DataFrame Output Type: pd.DataFrame Dependencies: Function Name: v0 Function: ```python def v0(self, v1: pd.DataFrame) -> pd.DataFrame: v1 = v1.drop(columns=set(v1.columns).difference(set(['book_id', 'book_title', 'tags', 'user_id', 'rt_rating...
Imports: ```python import typing ``` Type definitions: Input Types: dict Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: dict): v2 = self.__tree v3 = dict() for v4 in v1: v3[v4.upper()] = v1[v4].upper() while True: if v2['branches'] is None: ...
Imports: ```python import typing ``` Type definitions: Input Types: Callable[[Any], Any], Callable[[Any], Any] Output Type: Callable[[List[Any]], Dict[Any, Any]] Dependencies: ```python def v0(v1: str, v2: Any) -> NoReturn: v3 = str(v2) if len(v3) > 200: v3 = v3[:200] + '…' raise ValueError(f"incom...
Imports: ```python import typing ``` Type definitions: Input Types: List[int], int Output Type: List[int] Dependencies: Function Name: v0 Function: ```python def v0(self, v1: List[int], v2: int) -> List[int]: if len(v1) == 0: return [-1, -1] v3 = 0 v4 = len(v1) - 1 while v3 <= v4: v5 =...
Imports: ```python import pandas as pd import typing ``` Type definitions: Input Types: Union[Dict, pd.Series, pd.DataFrame], str, str, str, bool Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(self, v1: Union[Dict, pd.Series, pd.DataFrame], v2: str, v3: str, v4: str, v5: bool=False) -> b...
Imports: ```python import torch from torch.nn import Module from torch.nn.parallel.distributed import DistributedDataParallel import typing ``` Type definitions: Input Types: Any, int Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(v1: Any, v2: int) -> Any: v3 = [v1 if torch.distribute...
Imports: ```python import typing ``` Type definitions: Input Types: np.ndarray Output Type: np.ndarray Dependencies: Function Name: v0 Function: ```python def v0(v1: np.ndarray) -> np.ndarray: v2: Tuple = v1.shape + (1,) v3 = v1.reshape(v2) print(f'Expanding shape from {v1.shape} to {v3.shape}') retur...
Imports: ```python import typing ``` Type definitions: Input Types: Any, int Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(self, v1, v2: int) -> bool: if v2 < 0 or v2 > 5: raise IndexError('pipe_number must be in range [0, 5]') if not v1 or len(v1) > 32: raise Va...
Imports: ```python import itertools import numpy as np import typing ``` Type definitions: Input Types: List[Dict] Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: List[Dict]): v2 = list(itertools.chain.from_iterable([sample['mungos_from'] for v3 in v1])) v4 = list(itertoo...
Imports: ```python from pathlib import Path import typing ``` Type definitions: Input Types: Union[str, Path], bool Output Type: Iterator[str] Dependencies: ```python def v0(v1: Union[str, Path], v2: str='rt', v3: Optional[str]='UTF-8', **v4): if isinstance(v1, Path): v1 = str(v1) v5: Callable = open ...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self) -> Any: if len(self.fast_roc) < 1 or len(self.slow_roc) < 1: return None self.wma.add_input_value(self.slow_roc[-1] + self.fast_roc[-1]) if len(sel...
Imports: ```python import typing ``` Type definitions: Input Types: List[int], int Output Type: List[int] Dependencies: Function Name: v0 Function: ```python def v0(v1: List[int], v2: int=32) -> List[int]: if v2 == 0: return v1 v3 = len(v1) % v2 if v3 > 0: v1 = [0] * (v2 - v3) + v1 ret...
Imports: ```python import typing ``` Type definitions: Input Types: dict[tuple[str, str], float], dict[tuple[str, str], float] Output Type: dict[tuple[str, str], float] Dependencies: Function Name: v0 Function: ```python def v0(v1: dict[tuple[str, str], float], v2: dict[tuple[str, str], float]) -> dict[tuple[str, str...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(self) -> str: v1 = self._download_clang_tools_extra_source() return self._build_run_clang_tidy(v1) ```
Imports: ```python import typing ``` Type definitions: Input Types: str Output Type: int Dependencies: Function Name: v0 Function: ```python def v0(v1: str) -> int: if v1.lower() == 'easy': return 0 if v1.lower() == 'medium': return 1 return 2 ```
Imports: ```python import typing ``` Type definitions: Input Types: List[int], int, int Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(self, v1: List[int], v2: int, v3: int) -> bool: if v2 == 0: return False if v3 == 0 and len(v1) == len(set(v1)): return False ...
Imports: ```python import itertools from datetime import date, timedelta import typing ``` Type definitions: Input Types: str, date, date, str Output Type: Any Dependencies: Function Name: v0 Function: ```python async def v0(self, v1: str, v2: date=date(year=2009, month=1, day=1), v3: date=date.today(), v4: str='usd'...
Imports: ```python import typing ``` Type definitions: Input Types: Any, List[Dict[str, str]], List[str] Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(v1, v2: List[Dict[str, str]], v3: List[str]) -> None: for v4 in v2: v5 = [v4['point'], v4['address']] v5 += v3 ...
Imports: ```python import typing ``` Type definitions: Input Types: bool, Tuple[int, ...], Tuple[int, ...], Tuple[int, ...] Output Type: Tuple[int, ...] Dependencies: Function Name: v0 Function: ```python def v0(v1: bool, v2: Tuple[int, ...], v3: Tuple[int, ...], v4: Tuple[int, ...]) -> Tuple[int, ...]: v5 = [] ...
Imports: ```python from typing import Any, Dict, List, Optional, Tuple, TypeVar, Union, cast, overload from .typing import ActivitesTVType, AmbilightCurrentConfiguration, AmbilightLayersType, AmbilightSupportedStyleType, AmbilightSupportedStylesType, ApplicationIntentType, ApplicationsType, ChannelDbTv, ChannelListType...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(self) -> bool: for v1 in self.errors: print(v1.toString(self)) v2 = len(self.errors) > 0 self.errors = [] return v2 ```
Imports: ```python import random import typing ``` Type definitions: Input Types: str, str, int, bool Output Type: List[str] Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str=None, v2: str=None, v3: int=None, v4: bool=False) -> List[str]: if not v1: v1 = self.filename if not v3:...
Imports: ```python import os from pathlib import Path import typing ``` Type definitions: Input Types: Path Output Type: List[str] Dependencies: Function Name: v0 Function: ```python def v0(v1: Path) -> List[str]: assert v1.is_dir(), f'{v1} is supposed to be a directory!' (v2, v3, v4) = next(os.walk(str(v1.re...
Imports: ```python import typing ``` Type definitions: Input Types: str, list, Any, Any Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str='', v2: list=[], v3=False, v4=False) -> bool: if not v1 and (not v2) and v4 and self.links: return True if not v1 and (not ...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: dict Dependencies: Function Name: v0 Function: ```python def v0(self) -> dict: v1 = ['t1', 't2', 't3'] return {'transactions': v1} ```
Imports: ```python import asyncio import logging import typing ``` Type definitions: Input Types: Output Type: None Dependencies: Function Name: v0 Function: ```python async def v0(self, *v1, **v2) -> None: self._log(logging.DEBUG, {'event': 'wiji.WatchDogTask.run', 'state': 'watchdog_run', 'task_name': self.tas...
Imports: ```python import typing ``` Type definitions: Input Types: list[str] Output Type: int Dependencies: ```python def v0(v1: str) -> int: (v2, v3) = determine_seat_position(v1) return v2 * 8 + v3 ``` ```python def v4(v5: str) -> tuple[int, int]: v6 = find_seat_position(v5[:7], 'F', 'B') - 1 v7 = f...
Imports: ```python import typing ``` Type definitions: Input Types: date Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(v1: date): if v1.month > 3: (v2, v3) = (v1.year, v1.year + 1) else: (v2, v3) = (v1.year - 1, v1.year) if v2 % 100 != 99: v3 %= 100 ...
Imports: ```python import typing ``` Type definitions: Input Types: pathlib.Path, str, List[Union[int, str]] Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: pathlib.Path, v2: str=None, v3: List[Union[int, str]]=None): v4 = str(v1.relative_to(self.root_path).parent.as_posix())...
Imports: ```python import typing ``` Type definitions: Input Types: str Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str) -> str: assert self._re_doc is not None v1 = self._re_doc.sub(self._doc_replace, v1) return v1 ```
Imports: ```python import logging import re import requests import typing ``` Type definitions: Input Types: str Output Type: Dict[str, float] Dependencies: ```python def v0(v1: str) -> List[str]: v2 = requests.get(v1) return v2.text.split('\n') ``` Function Name: v3 Function: ```python def v3(v4: str) -> Dict...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: Iterable[Dict[str, str]] Dependencies: Function Name: v0 Function: ```python def v0(self) -> Iterable[Dict[str, str]]: v1 = [] for v2 in self._mapping: v3 = self._mapping[v2] v4 = {'label': f'{v2} [{v3.get_type()...
Imports: ```python import pandas as pd import typing ``` Type definitions: Input Types: pd.DataFrame Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(v1: pd.DataFrame): v2 = v1.to_dict(orient='records') for (v3, v4) in enumerate(v2): for (v5, v6) in v4.items(): i...
Imports: ```python import json import typing ``` Type definitions: Input Types: str, str, str Output Type: list Dependencies: ```python def v0(v1: list, v2: str='note') -> list: v3 = [] for v4 in v1: if isinstance(v4[v2], list): for v5 in v4[v2]: if isinstance(v5, str): ...
Imports: ```python import numpy as np import tensorflow as tf import typing ``` Type definitions: Input Types: tf.data.Dataset, tf.data.Dataset Output Type: int Dependencies: Function Name: v0 Function: ```python def v0(v1: tf.data.Dataset, v2: tf.data.Dataset) -> int: v3 = v2.make_one_shot_iterator().get_next() ...
Imports: ```python import typing ``` Type definitions: Input Types: int Output Type: int Dependencies: ```python def v0(v1, v2): nonlocal count if not v1: v3 += 1 return else: for v4 in v1: if v4 % v2 == 0 or v2 % v4 == 0: v0(v1 - {v4}, v2 + 1) ``` Functi...
Imports: ```python import polars as pl from polars import testing import typing ``` Type definitions: Input Types: Output Type: None Dependencies: Function Name: v0 Function: ```python def v0() -> None: v1 = pl.Series([True, False, True]) v2 = pl.Series([False, True, True]) assert v1 & v2 == [False, Fals...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: Optional[float] Dependencies: Function Name: v0 Function: ```python def v0(self, *v1: Any, **v2: Any) -> Optional[float]: assert self._accum_step == self.num_accumulate_steps assert self._final_callback_has_ran self._final_c...
Imports: ```python import numpy as np import matplotlib.pyplot as plt import typing ``` Type definitions: Input Types: dict, str, Any, Any, Any, Any Output Type: Any Dependencies: ```python def v0(v1, v2): v3 = np.cumsum(np.insert(v1, 0, 0)) return (v3[v2:] - v3[:-v2]) / v2 ``` Function Name: v4 Function: ```p...
Imports: ```python import numpy as np import pandas as pd import typing ``` Type definitions: Input Types: Dict[str, float], int, int, str Output Type: pd.DataFrame Dependencies: Function Name: v0 Function: ```python def v0(self, v1: Dict[str, float], v2: int, v3: int, v4: str='cation') -> pd.DataFrame: v5 = self...
Imports: ```python import typing ``` Type definitions: Input Types: str, str Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str, v2: str): self.send_command({'Action': 'Login', 'Username': v1, 'Secret': v2, 'Events': 'OFF'}) v3 = self.receive_response() if 'Response:...
Imports: ```python from pathlib import Path import typing ``` Type definitions: Input Types: str, Any Output Type: Path Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str, v2) -> Path: v3 = self.video_path.name v4 = f'{v3}.{v2}.{v1}' return Path(self.video_path.parent, v4) ```
Imports: ```python import textwrap import typing ``` Type definitions: Input Types: Any, str, List[Tuple] Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(self, v1, v2: str, v3: List[Tuple]) -> str: self._usings.add('SuperEnum') v4 = [] v5 = '=>' if v2 == 'String' else '=' f...
Imports: ```python from typing import List, Dict, Union, Optional, Tuple import typing ``` Type definitions: Input Types: UUID, Union[int, List[int]] Output Type: Optional[List[HiveLibrary.Host]] Dependencies: Function Name: v0 Function: ```python def v0(self, v1: UUID, v2: Union[int, List[int]]) -> Optional[List[Hiv...
Imports: ```python import typing ``` Type definitions: Input Types: Any Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(self, v1) -> bool: if self.head == None: return False else: v2 = self.head while v2 != None: if v2.index == v1: ...
Imports: ```python import sys import asyncio import typing ``` Type definitions: Input Types: Any Output Type: asyncio.Task Dependencies: ```python async def v0(): try: async with self._subsema: await f(*args, **kwargs) except: if not self._exception: (v1, v2, v1) = sys....
Imports: ```python import torch import torch.distributed as dist import torch.nn as nn from torch import Tensor import typing ``` Type definitions: Input Types: Iterable[Tensor], Iterable[Tensor], Iterable[Tensor], Tensor, Tensor Output Type: Tuple[Tensor, Tensor, Tensor] Dependencies: Function Name: v0 Function: ```...
Imports: ```python import numpy as np import pandas as pd import seaborn as sns from matplotlib.collections import LineCollection import matplotlib.gridspec as gridspec import matplotlib.pyplot as plt from matplotlib.ticker import FormatStrFormatter import matplotlib.patches import typing ``` Type definitions: Input T...
Imports: ```python import os import typing ``` Type definitions: Input Types: config.LibrarySpec Output Type: Dict[str, str] Dependencies: Function Name: v0 Function: ```python def v0(self, v1: config.LibrarySpec) -> Dict[str, str]: v2 = self.cfg v3 = os.path.join v4 = v1.flags + ' -ffunction-sections -fd...
Imports: ```python import typing ``` Type definitions: Input Types: int Output Type: bytes Dependencies: Function Name: v0 Function: ```python def v0(self, v1: int) -> bytes: v2 = [] for v3 in range(v1): if self.i % 624 == 0: self.twist() v4 = self.state[self.i % 624] v4 = ...
Imports: ```python import typing ``` Type definitions: Input Types: str, praw.models.Comment Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str, v2: praw.models.Comment) -> None: self.logger.debug('Handling ping') self.logger.debug('Updating config') self.config = s...
Imports: ```python import typing ``` Type definitions: Input Types: int, int Output Type: int Dependencies: Function Name: v0 Function: ```python def v0(v1: int, v2: int) -> int: v3 = v2 - v1 + 1 v4 = 0 for v5 in [2 ** n for v6 in range(31, -1, -1)]: v4 <<= 1 if v3 <= v5 <= v1 % (v5 * 2) <...
Imports: ```python import numpy as np import typing ``` Type definitions: Input Types: Union[List[float], np.ndarray] Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: Union[List[float], np.ndarray]): v2 = np.identity(4) v2[3, 0] = v1[0] v2[3, 1] = v1[1] v2[3, 2] = ...
Imports: ```python import typing ``` Type definitions: Input Types: str, List[str] Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(v1: str, v2: List[str]): if v1 in v2: return True elif v1.endswith('.') and v1 in ['{}.'.format(f[0:len(v1) - 1]) for v3 in v2]: return...
Imports: ```python from numpy.core.numeric import array_equal from numpy.lib import math import numpy as np import typing ``` Type definitions: Input Types: int, float Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(v1: int, v2: float): v3 = range(v1) v3 = [x - (v1 - 1) / 2 for v4 ...
Imports: ```python import typing ``` Type definitions: Input Types: sansio.Event Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(v1: sansio.Event) -> bool: v2 = v1.data.get('issue', v1.data.get('pull_request')) if v2 is None: return False if 'marvin' in {label['name'] ...
Imports: ```python import re import subprocess import sys import typing ``` Type definitions: Input Types: Output Type: None Dependencies: ```python def v0(v1, v2): v3 = None for v4 in range(20): v5 = v1.readline(0.5) if not v5: continue v3 = v2.search(v5.decode()) ...
Imports: ```python import typing ``` Type definitions: Input Types: float, float, float Output Type: type(None) Dependencies: Function Name: v0 Function: ```python def v0(self, v1: float, v2: float, v3: float=None) -> type(None): self.x0 -= v1 self.y0 -= v2 if v3 is not None: self.z0 -= v3 ```
Imports: ```python import typing ``` Type definitions: Input Types: types.Message Output Type: None Dependencies: Function Name: v0 Function: ```python async def v0(self, v1: types.Message) -> None: v2 = v1.chat.id if not self.subscribers.is_in_list(v2): await self.send_message(v2, 'You are not subscr...
Imports: ```python import typing ``` Type definitions: Input Types: str Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str=None) -> None: self.parser.add_argument('--log-level', choices=['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'], help='Specify verbosity of logging') ...
Imports: ```python import glob import typing ``` Type definitions: Input Types: Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(self) -> str: v1: str = self._config.default_kernel_name if v1 == 'latest': v2: Path = self._config.boot_path v3: list = glob.glob(str(v2...
Imports: ```python import pathlib import typing ``` Type definitions: Input Types: Union[str, pathlib.Path], int, bool Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: Union[str, pathlib.Path], v2: int=100, v3: bool=False): if isinstance(v1, str): v1 = pathlib.Path(v1)...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(self) -> str: v1 = self.contents v2 = '' for v3 in v1: v4 = v1[v3] v2 += '{}: {}\n'.format(v3, v4) return v2 ```
Imports: ```python import os import shutil import sys import typing ``` Type definitions: Input Types: int, bool Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: int, v2: bool=False): v1 = int(v1) if not v2 and (not os.isatty(sys.stderr.fileno())): return if se...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self) -> None: self.start_time = 0.0 self.timer.stop() self.labelTime.setText('0') ```
Imports: ```python import typing ``` Type definitions: Input Types: str, str Output Type: Any Dependencies: Function Name: v0 Function: ```python async def v0(self, v1: str, v2: str, **v3): v3.update(locals()) v4 = {'tags': ['Wireless health'], 'operation': 'getNetworkClientConnectionStats'} v5 = f'/netwo...
Imports: ```python import typing ``` Type definitions: Input Types: dict Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: dict): v2 = 0.0 v2 += 1 return v2 / len(v1) ```
Imports: ```python import typing ``` Type definitions: Input Types: int, int Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self, v1: int, v2: int) -> None: if v1 in self.followers: if v2 not in self.followers[v1]: self.followers[v1].append(v2) else: s...
Imports: ```python import typing ``` Type definitions: Input Types: str, Iterable[int] Output Type: List[str] Dependencies: Function Name: v0 Function: ```python def v0(v1: str, v2: Iterable[int]) -> List[str]: v3 = v1.split('#')[0] v4 = v1.split('#')[-1] v5 = v1.count('#') return [f'{v3}{index:0{v5}}...
Imports: ```python import re import typing ``` Type definitions: Input Types: str Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(v1: str) -> str: v2 = "[^-\\]_.~!*'();:@&=+$,/?#[A-z0-9æÆøØåÅ]" return re.sub(v2, '', v1) if isinstance(v1, str) else '' ```
Imports: ```python import typing ``` Type definitions: Input Types: str Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str) -> None: self.ecs._region_id = v1 self.rds._region_id = v1 self.waf._region_id = v1 self.region_id = v1 ```
Imports: ```python import typing ``` Type definitions: Input Types: int Output Type: str Dependencies: ```python def v0(v1: str) -> str: return '0' + v1 if len(v1) % 2 else v1 ``` Function Name: v2 Function: ```python def v2(v3: int) -> str: def v4(v5: str) -> str: """Pad hex to ensure 2 digit hexadec...
Imports: ```python import typing ``` Type definitions: Input Types: Dict Output Type: List Dependencies: Function Name: v0 Function: ```python def v0(self, v1: Dict) -> List: v2 = [v1[id] for v3 in self.affected_samples] return self.gt_to_int(v2) ```
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: tf.keras.Model Dependencies: Function Name: v0 Function: ```python def v0(self) -> tf.keras.Model: self.model = self.model_spec.create_model() return self.model ```
Imports: ```python import typing ``` Type definitions: Input Types: Any, list Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(v1, v2: list): v3: Proton = v1.lista_elementos[0] v4: list = v2[0:v1.n_celulas] v5: list = v3.concentracoes_aquoso(v4, v1.n_celulas) v6: list = [v5]...
Imports: ```python import typing ``` Type definitions: Input Types: List[onnx.TensorProto] Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: List[onnx.TensorProto]): for v2 in v1: if not v2: continue self.update_single_initializer_map(v2) ```
Imports: ```python import tensorflow.compat.v2 as tf import typing ``` Type definitions: Input Types: tf.Tensor, tf.Tensor Output Type: tf.Tensor Dependencies: Function Name: v0 Function: ```python def v0(v1: tf.Tensor, v2: tf.Tensor) -> tf.Tensor: v3 = tf.equal(tf.argmax(v2, 1, output_type=tf.int32), v1) ret...
Imports: ```python import typing ``` Type definitions: ```python @attr.s class v0: v1 = attr.ib() v2 = attr.ib() v3 = attr.ib(default=None) v4 = attr.ib(default=None) v5 = attr.ib(default=None) v6 = attr.ib(default=None) v7 = attr.ib(factory=dict) v8 = attr.ib(default=None) v9 = attr...
Imports: ```python import numpy as np import pandas as pd import datetime import typing ``` Type definitions: ```python v0 = Union[pd.Timestamp, str, np.datetime64, datetime.datetime, datetime.date] ``` Input Types: Union[np.datetime64, pd.Series, np.ndarray, str, datetime.datetime, datetime.date], int, str Output Type...
Imports: ```python import re import typing ``` Type definitions: Input Types: str Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str) -> str: v2 = re.compile('--.+\n') v3 = v2.sub(repl='', string=v1) return v3 ```
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: dict Dependencies: ```python def v0(v1: str, v2: str='1603:?:?') -> dict: v3 = {} if not v1 or len(v1.strip()) == 0: return v3 v4 = map(str.strip, v1.split('|')) for v5 in v4: v6 = v5.split('-') tr...
Imports: ```python import torch import torch.nn as nn import torch.optim as optim from torch import tensor from torch.autograd import Variable from torch.utils.data import DataLoader from torch.utils.data import Dataset import typing ``` Type definitions: Input Types: torch.tensor Output Type: torch.tensor Dependencie...
Imports: ```python import typing ``` Type definitions: ```python v0 = NewType('ExternalSymbol', str) ``` ```python v1 = float ``` Input Types: List[List[v0]] Output Type: List[v1] Dependencies: Function Name: v2 Function: ```python def v2(self, v3: List[List[v0]]) -> List[v1]: v4 = [] for v5 in v3: (v6...
Imports: ```python import inspect import typing ``` Type definitions: ```python v0 = List[AbstractBaseModule] ``` Input Types: List[str] Output Type: v0 Dependencies: ```python def v1(v2: str) -> Optional[AbstractBaseModule]: v3 = 'Loading module %s : ' % colored(v2, 'yellow') def v4(v5: str) -> None: ...
Imports: ```python import typing ``` Type definitions: Input Types: str Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str) -> None: v2 = self._fan_speeds.get(v1) self._dm.set_fan_speed(fan_speed=v2) ```
Imports: ```python import typing ``` Type definitions: Input Types: List[Path] Output Type: str Dependencies: Function Name: v0 Function: ```python def v0(self, v1: List[Path]) -> str: v2 = self.read_batch_template() v3 = self.transform_options() v4 = [f"'{scan.nifti.uncompressed},1'" for v5 in v1] v4...
Imports: ```python import torch from torch.utils.tensorboard import SummaryWriter import typing ``` Type definitions: Input Types: bool Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(self, v1: bool): torch.set_grad_enabled(v1) self.model.train(v1) ```
Imports: ```python import typing ``` Type definitions: Input Types: int Output Type: Any Dependencies: Function Name: v0 Function: ```python def v0(v1: int): assert 1 or True return True ```
Imports: ```python import typing ``` Type definitions: Input Types: str, int, int Output Type: int Dependencies: Function Name: v0 Function: ```python def v0(v1: str, v2: int, v3: int) -> int: if v1 == 'rpc': return 40000 + v2 * 100 + v3 if v1 == 'rest': return 50000 + v2 * 100 + v3 if v1 ...
Imports: ```python import itertools import typing ``` Type definitions: ```python v0 = TypeVar('DictUpperBound', bound='dict') ``` Input Types: List, Callable[[Any], Any] Output Type: List Dependencies: ```python def v1(v2: v0, v3: Any, v4: Any) -> None: v5 = v2.get(v3, list()) v5.append(v4) v2[v3] = v5 ```...
Imports: ```python import typing ``` Type definitions: Input Types: str Output Type: bool Dependencies: Function Name: v0 Function: ```python def v0(v1: str) -> bool: if v1[0] == '*' and v1[-1] == '*': return False elif v1[0] == '*' or v1[-1] == '*': return True else: return False ...
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self) -> None: v1 = self.__best_ant print('============================================================') print(f'Best route, score {v1.score}: ') for (v2, ...
Imports: ```python import typing ``` Type definitions: Input Types: tuple, str Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(v1: tuple, v2: str='%s') -> None: if v1: raise ValueError(v2 % v1) ```
Imports: ```python import numpy as np import typing ``` Type definitions: Input Types: np.ndarray, np.ndarray Output Type: np.ndarray Dependencies: Function Name: v0 Function: ```python def v0(v1: np.ndarray, v2: np.ndarray) -> np.ndarray: v3 = np.copy(v1) v3[:, 0] = v1[:, 1] v3[:, 1] = v2.shape[0] - v1[:...
Imports: ```python import matplotlib.pyplot as plt import numpy as np from scipy.signal import find_peaks from scipy import interpolate from scipy import integrate import typing ``` Type definitions: Input Types: list, list, float, float, float, bool, bool, bool Output Type: list Dependencies: Function Name: v0 Funct...
Imports: ```python import typing ``` Type definitions: Input Types: str, str Output Type: None Dependencies: Function Name: v0 Function: ```python def v0(self, v1: str, v2: str) -> None: if not self.check_only: v3 = self.get_output_file(v1) v3.write(v1 + ' ') v3.write(v2 + '\n') ```
Imports: ```python import typing ``` Type definitions: Input Types: Output Type: None Dependencies: Function Name: v0 Function: ```python async def v0(self) -> None: self.state = 'post_round' v1 = self._check_winner() if v1 is None: await self.start_round() return await self.channel.s...