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from dataclasses import dataclass from typing import List, Tuple, Dict, Any, Union, Optional import pyrealsense2 as rs from rich.console import Console from .interaction import must_parse_cli_bool, must_parse_cli_sel, must_parse_cli_string, must_parse_cli_int _ = { "product": "L500", "sn": "f0220485"...
/realsense_recorder-1.4-py3-none-any.whl/realsense_recorder/common/config.py
0.796649
0.192748
config.py
pypi
from typing import Tuple, Optional, Union, List from rich.console import Console def parse_cli_string(msg, default_value: str = None) -> Tuple[Optional[str], Optional[Exception]]: console = Console() string_input = console.input( " > " + msg + f" [ default={default_value} ]:" ) if string_inp...
/realsense_recorder-1.4-py3-none-any.whl/realsense_recorder/common/interaction.py
0.466359
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interaction.py
pypi
import datetime from typing import Dict, Any, List import pyrealsense2 as rs from realsense_recorder.common import new_camera_config_by_device, new_system_config def enumerate_connected_devices(ctx: rs.context): """ Enumerate the connected Intel RealSense devices Parameters: ----------- ctx ...
/realsense_recorder-1.4-py3-none-any.whl/realsense_recorder/common/utils.py
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utils.py
pypi
### how to enable ncnn vulkan capability follow [the build and install instruction](https://github.com/Tencent/ncnn/blob/master/docs/how-to-build/how-to-build.md) make sure you have installed vulkan sdk from [lunarg vulkan sdk website](https://vulkan.lunarg.com/sdk/home) Usually, you can enable the vulkan compute in...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/docs/how-to-use-and-FAQ/FAQ-ncnn-vulkan.md
0.44553
0.794185
FAQ-ncnn-vulkan.md
pypi
### caffemodel should be row-major `caffe2ncnn` tool assumes the caffemodel is row-major (produced by c++ caffe train command). The kernel 3x3 weights should be stored as ``` a b c d e f g h i ``` However, matlab caffe produced col-major caffemodel. You have to transpose all the kernel weights by yourself or re-tra...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/docs/how-to-use-and-FAQ/FAQ-ncnn-produce-wrong-result.md
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FAQ-ncnn-produce-wrong-result.md
pypi
# implement elementwise addition with/without broadcast using BinaryOp operation * input must be fp32 storage without packing * output is expected to be fp32 storage without packing ```cpp void binary_add(const ncnn::Mat& a, const ncnn::Mat& b, ncnn::Mat& c) { ncnn::Option opt; opt.num_threads = 2; opt.us...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/docs/developer-guide/low-level-operation-api.md
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low-level-operation-api.md
pypi
|operation|param id|param phase|default value|weight order| |:---:|:---:|:---:|:---:|:---:| |AbsVal||| |ArgMax|0|out_max_val|0| ||1|topk|1| |BatchNorm|0|channels|0|slope mean variance bias| ||1|eps|0.f| |Bias|0|bias_data_size|0| |BinaryOp|0|op_type|0| ||1|with_scalar|0| ||2|b|0.f| |BNLL||| |Cast|0|type_from|0| ||1|typ...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/docs/developer-guide/operation-param-weight-table.md
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operation-param-weight-table.md
pypi
* [AbsVal](#absval) * [ArgMax](#argmax) * [BatchNorm](#batchnorm) * [Bias](#bias) * [BinaryOp](#binaryop) * [BNLL](#bnll) * [Cast](#cast) * [Clip](#clip) * [Concat](#concat) * [Convolution](#convolution) * [Convolution1D](#convolution1d) * [Convolution3D](#convolution3d) * [ConvolutionDepthWise](#convolutiondepthwise)...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/docs/developer-guide/operators.md
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operators.md
pypi
.. figure:: https://github.com/pybind/pybind11/raw/master/docs/pybind11-logo.png :alt: pybind11 logo **pybind11 — Seamless operability between C++11 and Python** |Latest Documentation Status| |Stable Documentation Status| |Gitter chat| |GitHub Discussions| |CI| |Build status| |Repology| |PyPI package| |Conda-forg...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/pybind11/README.rst
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README.rst
pypi
import numpy as np def xywh2xyxy(x): # Convert nx4 boxes from [x, y, w, h] to [x1, y1, x2, y2] where xy1=top-left, xy2=bottom-right y = np.zeros_like(x) y[:, 0] = x[:, 0] - x[:, 2] / 2 # top left x y[:, 1] = x[:, 1] - x[:, 3] / 2 # top left y y[:, 2] = x[:, 0] + x[:, 2] / 2 # bottom right x ...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/utils/functional.py
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functional.py
pypi
import os import hashlib import requests from tqdm import tqdm def check_sha1(filename, sha1_hash): """Check whether the sha1 hash of the file content matches the expected hash. Parameters ---------- filename : str Path to the file. sha1_hash : str Expected sha1 hash in hexadecimal...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/utils/download.py
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download.py
pypi
from math import sqrt import numpy as np import cv2 import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object from ..utils.functional import sigmoid, nms class Yolact: def __init__( self, target_size=550, confidence_threshold=0.05, nms_threshold...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/yolact.py
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yolact.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class YoloV4_Base: def __init__(self, tiny, target_size, num_threads=1, use_gpu=False): self.target_size = target_size self.num_threads = num_threads self.use_gpu = use_gpu self.mean_val...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/yolov4.py
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yolov4.py
pypi
import numpy as np import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object def clamp(v, lo, hi): if v < lo: return lo elif hi < v: return hi else: return v class MobileNetV3_SSDLite: def __init__(self, target_size=300, num_threads=1, use...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/mobilenetv3ssdlite.py
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mobilenetv3ssdlite.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class PeleeNet_SSD: def __init__(self, target_size=304, num_threads=1, use_gpu=False): self.target_size = target_size self.num_threads = num_threads self.use_gpu = use_gpu self.mean_vals...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/peleenetssd.py
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peleenetssd.py
pypi
"""Model store which provides pretrained models.""" from __future__ import print_function __all__ = ["get_model_file", "purge"] import os import zipfile import logging import portalocker from ..utils import download, check_sha1 _model_sha1 = { name: checksum for checksum, name in [ ("4ff279e78cdb0b...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/model_store.py
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0.179351
model_store.py
pypi
import numpy as np import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class Faster_RCNN: def __init__( self, img_width=600, img_height=600, num_threads=1, use_gpu=False, max_per_image=100, confidence_thresh=0.05, ...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/fasterrcnn.py
0.632049
0.205475
fasterrcnn.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class MobileNet_SSD: def __init__(self, target_size=300, num_threads=1, use_gpu=False): self.target_size = target_size self.num_threads = num_threads self.use_gpu = use_gpu self.mean_val...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/mobilenetssd.py
0.523664
0.258993
mobilenetssd.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class SqueezeNet_SSD: def __init__(self, target_size=300, num_threads=1, use_gpu=False): self.target_size = target_size self.num_threads = num_threads self.use_gpu = use_gpu self.mean_va...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/squeezenetssd.py
0.527317
0.264952
squeezenetssd.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class MobileNet_YoloV2: def __init__(self, target_size=416, num_threads=1, use_gpu=False): self.target_size = target_size self.num_threads = num_threads self.use_gpu = use_gpu self.mean_...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/yolov2.py
0.635788
0.262369
yolov2.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class MobileNetV2_YoloV3: def __init__(self, target_size=352, num_threads=1, use_gpu=False): self.target_size = target_size self.num_threads = num_threads self.use_gpu = use_gpu self.mea...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/yolov3.py
0.521471
0.263884
yolov3.py
pypi
import time import numpy as np import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object from ..utils.functional import * import cv2 class NanoDet: def __init__( self, target_size=320, prob_threshold=0.4, nms_threshold=0.3, num_threads=1...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/nanodet.py
0.645567
0.212579
nanodet.py
pypi
import numpy as np import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class RFCN: def __init__( self, target_size=224, max_per_image=100, confidence_thresh=0.6, nms_threshold=0.3, num_threads=1, use_gpu=False, ...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/rfcn.py
0.680242
0.242026
rfcn.py
pypi
import numpy as np import ncnn from .model_store import get_model_file from ..utils.objects import Point, Face_Object class RetinaFace: def __init__( self, prob_threshold=0.8, nms_threshold=0.4, num_threads=1, use_gpu=False ): self.prob_threshold = prob_threshold self.nms_threshold = ...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/retinaface.py
0.765243
0.245334
retinaface.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import Detect_Object class Noop(ncnn.Layer): pass def Noop_layer_creator(): return Noop() class MobileNetV2_SSDLite: def __init__(self, target_size=300, num_threads=1, use_gpu=False): self.target_size = target_size ...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/mobilenetv2ssdlite.py
0.625438
0.280296
mobilenetv2ssdlite.py
pypi
import ncnn from .model_store import get_model_file from ..utils.objects import KeyPoint class SimplePose: def __init__( self, target_width=192, target_height=256, num_threads=1, use_gpu=False ): self.target_width = target_width self.target_height = target_height self.num_thre...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/python/ncnn/model_zoo/simplepose.py
0.632503
0.15704
simplepose.py
pypi
# PNNX PyTorch Neural Network eXchange(PNNX) is an open standard for PyTorch model interoperability. PNNX provides an open model format for PyTorch. It defines computation graph as well as high level operators strictly matches PyTorch. # Rationale PyTorch is currently one of the most popular machine learning framework...
/realsr-ncnn-vulkan-python-1.0.6.tar.gz/realsr-ncnn-vulkan-python-1.0.6/realsr_ncnn_vulkan_python/realsr-ncnn-vulkan/src/ncnn/tools/pnnx/README.md
0.809464
0.983769
README.md
pypi
from selenium import webdriver from selenium.webdriver.common.by import By from selenium.webdriver.chrome.options import Options from selenium.webdriver.chrome.service import Service from webdriver_manager.chrome import ChromeDriverManager import numpy as np import pandas as pd import re import csv import time import o...
/realstate_scrap-0.1.0-py3-none-any.whl/Programa/realstate_scrap.py
0.615781
0.252816
realstate_scrap.py
pypi
from __future__ import annotations import asyncio import json from collections import namedtuple from typing import List, TYPE_CHECKING if TYPE_CHECKING: from realtime_py.connection import Socket """ Callback Listener is a tuple with `event` and `callback` """ CallbackListener = namedtuple("CallbackListener", "...
/realtime-py-0.1.3.tar.gz/realtime-py-0.1.3/realtime_py/channel.py
0.754915
0.273756
channel.py
pypi
from __future__ import unicode_literals import datetime import json import os try: # Python 3 from urllib.request import urlopen, quote, urlretrieve except ImportError: # Python 2 from urllib2 import urlopen, quote from urllib import urlretrieve from .error import RequestError def __validate_lis...
/realtime-stock-1.0.0.tar.gz/realtime-stock-1.0.0/rtstock/utils.py
0.71403
0.301144
utils.py
pypi
import re from collections import OrderedDict, defaultdict from typing import NamedTuple, Dict, List, Pattern, Tuple, Optional, Union # Value of metrics - for value later, we want to support numpy arrays etc LogItem = NamedTuple('LogItem', [('step', int), ('value', float)]) COMMON_NAME_SHORTCUTS = { 'acc': 'Accura...
/realtimeplt-0.0.1.tar.gz/realtimeplt-0.0.1/livelossplot/main_logger.py
0.923273
0.340321
main_logger.py
pypi
import warnings from typing import Type, TypeVar, List, Union import livelossplot from livelossplot.main_logger import MainLogger from livelossplot import outputs BO = TypeVar('BO', bound=outputs.BaseOutput) class PlotLosses: """ Class collect metrics from the training engine and send it to plugins, when se...
/realtimeplt-0.0.1.tar.gz/realtimeplt-0.0.1/livelossplot/plot_losses.py
0.907292
0.416915
plot_losses.py
pypi
from typing import Optional import ignite.engine from ignite.handlers import global_step_from_engine from livelossplot.plot_losses import PlotLosses class PlotLossesCallback: def __init__(self, train_engine: Optional[ignite.engine.Engine] = None, **kwargs): """ Args: train_engine: eng...
/realtimeplt-0.0.1.tar.gz/realtimeplt-0.0.1/livelossplot/inputs/pytorch_ignite.py
0.926686
0.197251
pytorch_ignite.py
pypi
from typing import List, Dict, Tuple from livelossplot.main_logger import MainLogger, LogItem from livelossplot.outputs.base_output import BaseOutput class BokehPlot(BaseOutput): """Simple plugin for a bokeh framework""" def __init__( self, max_cols: int = 2, skip_first: int = 2, ...
/realtimeplt-0.0.1.tar.gz/realtimeplt-0.0.1/livelossplot/outputs/bokeh_plot.py
0.832679
0.358662
bokeh_plot.py
pypi
import matplotlib.pyplot as plt import numpy as np from matplotlib.colors import ListedColormap class BaseSubplot: def __init__(self): pass def draw(self, *args, **kwargs): raise Exception("Not implemented") def __call__(self, *args, **kwargs): self.draw(*args, **kwargs) class ...
/realtimeplt-0.0.1.tar.gz/realtimeplt-0.0.1/livelossplot/outputs/matplotlib_subplots.py
0.788217
0.425247
matplotlib_subplots.py
pypi
import math from typing import Tuple, List, Dict, Optional, Callable import warnings import numpy as np import matplotlib import matplotlib.pyplot as plt from IPython.display import clear_output from livelossplot.main_logger import MainLogger, LogItem from livelossplot.outputs.base_output import BaseOutput class Ma...
/realtimeplt-0.0.1.tar.gz/realtimeplt-0.0.1/livelossplot/outputs/matplotlib_plot.py
0.893173
0.427994
matplotlib_plot.py
pypi
from typing import Dict, List from livelossplot.main_logger import LogItem from livelossplot.main_logger import MainLogger from .base_output import BaseOutput class ExtremaPrinter(BaseOutput): def __init__( self, massage_template: str = '\t{metric_name:16} \t (min: {min:8.3f},' ' max: {ma...
/realtimeplt-0.0.1.tar.gz/realtimeplt-0.0.1/livelossplot/outputs/extrema_printer.py
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extrema_printer.py
pypi
# What is `realtpl`? `realtpl` (real gas thermodynamic python library) computes the density (rho), heat capacity (cp), speed of sound (sound), viscosity (visc) and heat conductivity (lambda) using a thermodynamic model based on cubic equations of state (EoS) and compares it with reference data from the open source libr...
/realtpl-0.0.9.tar.gz/realtpl-0.0.9/README.md
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README.md
pypi
# realtrends A package to scrape google trends and estimate absolute (real) search volumes of given terms. Data is presented as a DataFrame. ## Install ``` pip install realtrends ``` ## Examples ### Get real search volumes Get real search volumes for "rain" amongst UK searchers over past day. Print the results and...
/realtrends-1.1.0.tar.gz/realtrends-1.1.0/README.md
0.451568
0.926204
README.md
pypi
from __future__ import annotations from copy import deepcopy from functools import partial from dataclasses import Field, asdict, dataclass, fields, is_dataclass, replace from typing import Any, Dict, List, Type, Union DataClassInstance = Any @dataclass class NoParams: """For an actor that has no parameter""" ...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/params_helper.py
0.911928
0.710151
params_helper.py
pypi
from __future__ import annotations import os from pathlib import Path from typing import Union from ream.actor_state import ActorState from ream.actor_version import ActorVersion from ream.fs import FS from slugify import slugify class ReamWorkspace: instance = None def __init__(self, workdir: Union[str, P...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/workspace.py
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0.183173
workspace.py
pypi
from __future__ import annotations from dataclasses import dataclass from pathlib import Path from typing import Generic, TypeVar import orjson K = TypeVar("K", str, int) @dataclass class ActorVersion(Generic[K]): """Represent a version of an actor that must be consistent with the version of other dependencies...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/actor_version.py
0.930829
0.225427
actor_version.py
pypi
import copy from dataclasses import dataclass, field, fields, make_dataclass, asdict from inspect import signature from typing import Any, Optional, get_type_hints from loguru import logger from ream.actor_graph import ActorGraph import yada @dataclass class CLI: actor: str = field( metadata={"help": "Ac...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/cli_helper.py
0.837919
0.209227
cli_helper.py
pypi
from __future__ import annotations import os import pickle import struct from copy import deepcopy from dataclasses import dataclass, fields, is_dataclass from io import BufferedReader, BytesIO from pathlib import Path, PosixPath, WindowsPath from typing import ( BinaryIO, Callable, Generic, List, ...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/data_model_helper.py
0.814053
0.225619
data_model_helper.py
pypi
from __future__ import annotations from dataclasses import dataclass from typing import ( Any, Dict, List, Optional, Type, Union, ) from ream.actor_version import ActorVersion from ream.params_helper import DataClassInstance, param_as_dict from ream.helper import get_classpath @dataclass class...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/actor_state.py
0.915602
0.238761
actor_state.py
pypi
from __future__ import annotations import functools import random import re from dataclasses import dataclass from pathlib import Path from typing import Callable, Dict, Iterator, List, Optional, Tuple, TypedDict, TypeVar import orjson import serde.json import serde.pickle from loguru import logger from serde.helper ...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/dataset_helper.py
0.881283
0.302069
dataset_helper.py
pypi
from __future__ import annotations import os from dataclasses import is_dataclass from typing import TYPE_CHECKING, Generic, List, Optional, Protocol, Type, TypeVar from loguru import logger from ream.actor_state import ActorState from ream.actors.interface import Actor from ream.fs import FS from ream.helper import...
/ream2-2.12.1.tar.gz/ream2-2.12.1/ream/actors/base.py
0.927355
0.309911
base.py
pypi
"""REANA client utils.""" import base64 from datetime import datetime import logging import os import pathlib import sys import traceback from typing import Dict, Optional from uuid import UUID from reana_commons.utils import get_workflow_status_change_verb from reana_commons.specification import load_reana_spec fro...
/reana-client-0.9.1a2.tar.gz/reana-client-0.9.1a2/reana_client/utils.py
0.720663
0.169853
utils.py
pypi
import sys from typing import Dict from reana_commons.validation.parameters import build_parameters_validator from reana_commons.errors import REANAValidationError from reana_client.printer import display_message def validate_parameters(reana_yaml: Dict) -> None: """Validate the presence of input parameters in ...
/reana-client-0.9.1a2.tar.gz/reana-client-0.9.1a2/reana_client/validation/parameters.py
0.500488
0.22378
parameters.py
pypi
import sys from typing import Dict, NoReturn, Union import click from reana_commons.errors import REANAValidationError from reana_commons.validation.operational_options import validate_operational_options from reana_commons.validation.utils import validate_reana_yaml, validate_workflow_name from reana_client.printe...
/reana-client-0.9.1a2.tar.gz/reana-client-0.9.1a2/reana_client/validation/utils.py
0.552298
0.159675
utils.py
pypi
import sys import logging import requests from reana_commons.config import ( REANA_DEFAULT_SNAKEMAKE_ENV_IMAGE, WORKFLOW_RUNTIME_USER_GID, WORKFLOW_RUNTIME_USER_UID, ) from reana_commons.utils import run_command from reana_client.errors import EnvironmentValidationError from reana_client.config import (...
/reana-client-0.9.1a2.tar.gz/reana-client-0.9.1a2/reana_client/validation/environments.py
0.588653
0.206834
environments.py
pypi
"""REANA cluster utils.""" import json import logging import random import string import subprocess import sys from getpass import getpass import yaml from jsonschema import ValidationError, validate from reana_cluster.config import (DEFAULT_REANA_CERN_GITLAB_SECRET_NAME, DEFAULT_RE...
/reana-cluster-0.6.1.tar.gz/reana-cluster-0.6.1/reana_cluster/utils.py
0.529263
0.181481
utils.py
pypi
import os import base64 import json import logging import signal import click from reana_commons.api_client import JobControllerAPIClient from reana_commons.publisher import WorkflowStatusPublisher from reana_commons.utils import check_connection_to_job_controller def load_json(ctx, param, value): """Load json ...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/workflow_engine.py
0.572125
0.159119
workflow_engine.py
pypi
"""REANA-Commons module to manage AMQP connections on REANA.""" import json import logging from typing import Optional from kombu import Connection, Exchange, Queue from .config import ( MQ_CONNECTION_STRING, MQ_DEFAULT_EXCHANGE, MQ_DEFAULT_FORMAT, MQ_DEFAULT_QUEUES, MQ_PRODUCER_MAX_RETRIES, ) ...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/publisher.py
0.938152
0.175185
publisher.py
pypi
class MissingAPIClientConfiguration(Exception): """REANA Server URL is not set.""" class REANASecretDoesNotExist(Exception): """The referenced REANA secret does not exist.""" def __init__(self, missing_secrets_list=None): """Initialise REANA secret does not exist exception.""" self.missin...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/errors.py
0.943317
0.173866
errors.py
pypi
import json import logging import os import subprocess import yaml from reana_commons.serial import serial_load from reana_commons.snakemake import snakemake_load from reana_commons.yadage import yadage_load def cwl_load(workflow_file, **kwargs): """Validate and return cwl workflow specification. :param wor...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/specification.py
0.704567
0.18451
specification.py
pypi
from collections import namedtuple import os from reana_commons.config import ( KRB5_CONFIGMAP_NAME, KRB5_CONTAINER_IMAGE, KRB5_INIT_CONTAINER_NAME, KRB5_RENEW_CONTAINER_NAME, KRB5_STATUS_FILE_LOCATION, KRB5_STATUS_FILE_CHECK_INTERVAL, KRB5_TICKET_RENEW_INTERVAL, KRB5_TOKEN_CACHE_FILENA...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/k8s/kerberos.py
0.615088
0.197174
kerberos.py
pypi
import os from reana_commons.config import ( REANA_SHARED_PVC_NAME, REANA_STORAGE_BACKEND, SHARED_VOLUME_PATH, WORKSPACE_PATHS, ) REANA_SHARED_VOLUME_NAME = "reana-shared-volume" def get_reana_shared_volume(): """Return REANA shared volume as k8s spec. Depending on the configured storage ba...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/k8s/volumes.py
0.759404
0.288522
volumes.py
pypi
import os import re from collections import defaultdict from reana_commons.config import COMMAND_DANGEROUS_OPERATIONS from reana_commons.errors import REANAValidationError def build_parameters_validator(reana_yaml): """Validate the presence of input parameters in workflow step commands and viceversa. :param...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/validation/parameters.py
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0.287026
parameters.py
pypi
from typing import Dict, List, Optional from reana_commons.errors import REANAValidationError def build_compute_backends_validator( reana_yaml: Dict, supported_backends: Optional[List[str]] ): """Validate compute backends in REANA specification file. :param reana_yaml: dictionary which represents REANA ...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/validation/compute_backends.py
0.950041
0.300149
compute_backends.py
pypi
import json import logging import os from typing import Dict, List from jsonschema import ValidationError, validate from reana_commons.config import ( REANA_WORKFLOW_NAME_ILLEGAL_CHARACTERS, WORKSPACE_PATHS, reana_yaml_schema_file_path, ) from reana_commons.errors import REANAValidationError def validat...
/reana-commons-0.9.3a3.tar.gz/reana-commons-0.9.3a3/reana_commons/validation/utils.py
0.701815
0.159872
utils.py
pypi
from alembic import op import sqlalchemy as sa import sqlalchemy_utils # revision identifiers, used by Alembic. revision = "c912d4f1e1cc" down_revision = None branch_labels = None depends_on = None def upgrade(): """Upgrade to c912d4f1e1cc revision.""" op.create_table( "resource", sa.Column(...
/reana-db-0.9.1.tar.gz/reana-db-0.9.1/reana_db/alembic/versions/20200928_1015_c912d4f1e1cc_quota_tables.py
0.483648
0.157169
20200928_1015_c912d4f1e1cc_quota_tables.py
pypi
from alembic import op import sqlalchemy as sa import sqlalchemy_utils # revision identifiers, used by Alembic. revision = "b92fe567be5b" down_revision = "d34f3905043c" branch_labels = None depends_on = None def upgrade(): """Upgrade to b92fe567be5b revision.""" op.create_table( "workspace_retention...
/reana-db-0.9.1.tar.gz/reana-db-0.9.1/reana_db/alembic/versions/20220711_1301_b92fe567be5b_retention_rules.py
0.444806
0.195748
20220711_1301_b92fe567be5b_retention_rules.py
pypi
from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision = "377cfbfccf75" down_revision = "b92fe567be5b" branch_labels = None depends_on = None # Name of the status enum type enum_name = "workspaceretentionrulestatus" tmp_name = "workspaceretentionrulestatus_tmp" def upgrade...
/reana-db-0.9.1.tar.gz/reana-db-0.9.1/reana_db/alembic/versions/20221006_1140_377cfbfccf75_retention_rules_pending_status.py
0.472197
0.169715
20221006_1140_377cfbfccf75_retention_rules_pending_status.py
pypi
.. _administratorguide: Administrator guide =================== This administrator guide is meant for people who would like to deploy and manage REANA clusters. (The researchers are probably interested in reading the :ref:`userguide` instead.) Architecture ------------ REANA system is composed of multiple separated...
/reana-0.6.1.tar.gz/reana-0.6.1/docs/administratorguide.rst
0.853669
0.665784
administratorguide.rst
pypi
from typing import Any, List import numpy as np from sklearn import tree from backend.inference_core.prediction import Prediction from backend.inference_core.prediction_stats import getStats def get_mask_from_exp(data, exp): feature, op, val, mask = None, None, None, None if ">=" in exp: op = ">=" ...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/inference_core/algorithms/range.py
0.590543
0.405655
range.py
pypi
from copy import deepcopy from typing import Any, Dict, List, Optional import numpy as np import pandas as pd from backend.inference_core.prediction import Prediction from backend.inference_core.prediction_stats import getStats from backend.inference_core.rankings import rank_jaccard from backend.inference_core.reapp...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/inference_core/reapply/data_structures/record.py
0.855263
0.266274
record.py
pypi
from typing import Dict, List import pandas as pd from backend.inference_core.reapply.data_structures.base_interaction import ( BaseInteraction, ) from backend.inference_core.reapply.data_structures.brush_interaction import ( BrushInteraction, ) from backend.inference_core.reapply.data_structures.filter_inter...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/inference_core/reapply/data_structures/interactions.py
0.805173
0.239616
interactions.py
pypi
from copy import deepcopy from typing import Dict, Optional import pandas as pd from backend.inference_core.reapply.data_structures.Provenance.state import State from backend.inference_core.reapply.data_structures.record import Record from backend.inference_core.reapply.data_structures.types import ( BrushAction,...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/inference_core/reapply/data_structures/Provenance/node.py
0.843895
0.248466
node.py
pypi
from typing import Dict import pandas as pd from asciitree import BoxStyle, LeftAligned from backend.inference_core.reapply.data_structures.Provenance.node import Node, NodeId def iterate(nodes: Dict[str, Node], id: str, tree={}): node = nodes[id] if node.id not in tree: tree[node.id] = {} for c...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/inference_core/reapply/data_structures/Provenance/graph.py
0.721449
0.275824
graph.py
pypi
from backend.inference_core.prediction import Prediction from backend.inference_core.reapply.compare import get_changes_df from backend.inference_core.reapply.data_structures.apply_results import Changes from backend.inference_core.reapply.data_structures.types import Algorithms, Intents from backend.inference_core.rea...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/inference_core/reapply/reapply_algorithms/algorithm_picker.py
0.610453
0.27666
algorithm_picker.py
pypi
import itertools import json from typing import List import pandas as pd import yaml from backend.inference_core.dataset_formatter import format_dataset from backend.server.celery.tasks import ( precomputeClusters, precomputeLR, precomputeOutliers, precomputeSkyline, ) from backend.server.database.sch...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/server/database/process_dataset.py
0.723993
0.326902
process_dataset.py
pypi
from typing import List import numpy as np import pandas as pd from scipy.spatial import ConvexHull # type: ignore from backend.inference_core.prediction import Prediction from backend.inference_core.prediction_stats import getStats from backend.inference_core.rankings import rank_jaccard from backend.server.databas...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/server/database/schemas/algorithms/cluster.py
0.748628
0.29438
cluster.py
pypi
from typing import List import numpy as np import pandas as pd from backend.inference_core.prediction import Prediction from backend.inference_core.prediction_stats import getStats from backend.inference_core.rankings import rank_jaccard from backend.server.database.schemas.algorithms.intent_base import IntentBase f...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/server/database/schemas/algorithms/regression.py
0.763748
0.416678
regression.py
pypi
from typing import Any import pandas as pd from celery.exceptions import Ignore from celery.states import STARTED, SUCCESS from backend.inference_core.algorithms.dbscan import computeDBScan, get_dbscan_count from backend.inference_core.algorithms.kmeans import ( computeKMeansClusters, get_kmeans_count, ) from...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/server/celery/tasks.py
0.479504
0.367895
tasks.py
pypi
from typing import Any, Dict, List import pandas as pd from flask import Blueprint, jsonify, request from backend.inference_core.prediction import Prediction from backend.server.celery.init import celery from backend.server.database.process_dataset import process_dataset from backend.server.database.schemas.datasetMe...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/server/routes/dataset/routes.py
0.658637
0.21628
routes.py
pypi
from typing import List from backend.inference_core.algorithms.dbscan import computeDBScan from backend.inference_core.algorithms.kmeans import computeKMeansClusters from backend.inference_core.algorithms.linear_regression import computeLR from backend.inference_core.algorithms.range import range_intent from backend.i...
/reapply_workflows-0.1.0-py3-none-any.whl/backend/server/routes/dataset/predict_helpers.py
0.789883
0.390156
predict_helpers.py
pypi
# reapy-boost `reapy` is a nice pythonic wrapper around the quite unpythonic [ReaScript Python API](https://www.reaper.fm/sdk/reascript/reascripthelp.html#p "ReaScript Python API documentation") for [REAPER](https://www.reaper.fm/ "REAPER"). # the boost This fork started as local copy for working on the repository a...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/README.md
0.485356
0.760584
README.md
pypi
import builtins import functools import typing as ty import reapy_boost @reapy_boost.inside_reaper() def map( function: ty.Callable, *iterables: ty.Iterable, constants: ty.Mapping[str, ty.Any] = ..., kwargs_iterable: ty.Optional[ty.Iterable[ty.Mapping[str, ty.Any]]] = ... ) -> list: """Efficientl...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/map.py
0.792464
0.473109
map.py
pypi
import typing as ty import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core.item.take import Take from reapy_boost.core.reapy_object import ReapyObject from reapy_boost.core.track.automation_item import AutomationItem from reapy_boost.core.track.track import Track class EnvelopePoint(ty...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/envelope.py
0.832543
0.391435
envelope.py
pypi
from typing import List, Tuple import reapy_boost import reapy_boost.reascript_api as RPR from reapy_boost.core import ReapyObject class AudioAccessor(ReapyObject): def __init__(self, id: int) -> None: self.id = id @property def _args(self) -> Tuple[int]: return self.id, def delete(...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/audio_accessor.py
0.930324
0.419767
audio_accessor.py
pypi
from typing import Any, Dict, Iterator, Tuple, Type, TypedDict import reapy_boost import reapy_boost.reascript_api as RPR ReapyObjectDict = TypedDict( 'ReapyObjectDict', { "__reapy__": bool, "class": str, "args": Tuple[Any, ...], "kwargs": Dict[str, Any] } ) class ReapyMetacla...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/reapy_object.py
0.850825
0.205894
reapy_object.py
pypi
from enum import Enum from typing import List, Tuple import reapy_boost import reapy_boost.reascript_api as RPR def get_input_latency(unit: str = "second") -> float: """ Return input latency. Parameters ---------- unit : {"sample", "second"} Whether to return latency in samples or second...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/reaper/audio.py
0.899613
0.451508
audio.py
pypi
import codecs import pickle from types import TracebackType from typing import Dict, Generic, List, Optional, Tuple, TypeVar, Union import reapy_boost import reapy_boost.reascript_api as RPR import contextlib from .defer import ReaperConsole import collections import io import os import sys _ORIGINAL_PRINT = print ...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/reaper/reaper.py
0.742422
0.173673
reaper.py
pypi
import reapy_boost import reapy_boost.reascript_api as RPR import typing as ty def get_active_editor() -> ty.Optional[reapy_boost.MIDIEditor]: """ Return active MIDI editor, or None if no editor is active. Returns ------- editor : MIDIEditor or None Active MIDI editor, or None if no edito...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/reaper/midi.py
0.74158
0.167219
midi.py
pypi
import reapy_boost import os import sys import tempfile import typing as ty class Deferrer: """Class to register and run deferred calls.""" _next_call_id: int = 0 _callbacks: ty.Dict[int, ty.Callable[..., ty.Any]] = {} _args: ty.Dict[int, ty.Tuple[ty.Any, ...]] = {} _kwargs: ty.Dict[int, ty.Dic...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/reaper/defer.py
0.592667
0.159381
defer.py
pypi
import reapy_boost from reapy_boost.core.item.take import Take import reapy_boost.reascript_api as RPR from .window import Window class MIDIEditor(Window): def _get_int_setting(self, setting: str) -> int: return RPR.MIDIEditor_GetSetting_int(self.id, setting) # type:ignore def _get_str_setting(self...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/window/midi_editor.py
0.799442
0.182353
midi_editor.py
pypi
from typing import NoReturn import reapy_boost.reascript_api as RPR from .window import Window class ToolTip(Window): """Tooltip window.""" id: bytes _x: int _y: int _topmost: bool _show: bool def __init__( self, message: str = " ", x: int = 0, y: int = 0, ...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/window/tooltip.py
0.927285
0.302597
tooltip.py
pypi
from typing import Dict, Optional, Tuple import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject class TimeSelection(ReapyObject): _class_name = "TimeSelection" def __init__( self, parent_project: Optional['reapy_boost.Project'] = None, ...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/project/time_selection.py
0.943165
0.361024
time_selection.py
pypi
from typing_extensions import TypedDict from typing import Dict, List, Optional, Union, cast import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject class RegionInfo(TypedDict): index: int enum_index: int project_id: str name: str start: float e...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/project/region.py
0.927445
0.270824
region.py
pypi
import pickle import codecs import os from typing import List, Optional, Tuple, TypedDict, Union, cast, overload import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject from reapy_boost.errors import RedoError, UndoError class MeasureInfo(TypedDict): """ star...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/project/project.py
0.91546
0.226848
project.py
pypi
from typing import Dict, Optional, TypedDict, Union, cast import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject class MarkerInfo(TypedDict): index: int enum_index: int project_id: str position: float name: str class Marker(ReapyObject): _c...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/project/marker.py
0.934388
0.276519
marker.py
pypi
import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject from reapy_boost.tools import depends_on_sws import typing as ty class Send(ReapyObject): """Track send. Attributes ---------- index : int position on the track is_muted : bool is_...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/track/send.py
0.802981
0.215516
send.py
pypi
from typing import Dict, Optional from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject import reapy_boost class AutomationItem(ReapyObject): _class_name = "AutomationItem" def __init__( self, envelope: Optional['reapy_boost.Envelope'] = None, index: i...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/track/automation_item.py
0.943361
0.283494
automation_item.py
pypi
import struct import typing as ty from enum import IntFlag, IntEnum import typing_extensions as te import reapy_boost import reapy_boost.reascript_api as RPR from reapy_boost.core import ReapyObject, ReapyObjectList T1 = ty.TypeVar('T1', bound='MIDIEvent') class CCShapeFlag(IntFlag): square = 0 linear = 16 ...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/item/midi_event.py
0.838448
0.317572
midi_event.py
pypi
from typing import List, Tuple, Union, cast import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject class Item(ReapyObject): _class_name = "Item" def __init__(self, id: str): self.id = id def __eq__(self, other: object) -> bool: return is...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/item/item.py
0.931758
0.312147
item.py
pypi
import struct from typing import Iterable, List, Optional, Tuple, Union, cast import reapy_boost from reapy_boost import reascript_api as RPR from reapy_boost.core import ReapyObject class Take(ReapyObject): _class_name = "Take" def __init__(self, id: str): self.id = id def __eq__(self, other: ...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/item/take.py
0.905847
0.313105
take.py
pypi
from typing import Any, Callable, Dict, Iterator, List, Optional, Tuple, Union import reapy_boost import reapy_boost.reascript_api as RPR from reapy_boost.core import ReapyObject, ReapyObjectList from reapy_boost.errors import DistError class FXParam(float): """FX parameter.""" def __init__( self, va...
/reapy-boost-0.10.201.tar.gz/reapy-boost-0.10.201/reapy_boost/core/fx/fx_param.py
0.921636
0.309519
fx_param.py
pypi
# Rearden **Rearden** is a Python package that provides a faster and more convenient way of carrying out data science and running machine learning algorithms. Making use of the functionality of the most popular libraries for data analysis (`pandas`, `numpy`, `statsmodels`), data vizualization (`matplotlib`, `seaborn`)...
/rearden-0.0.2.tar.gz/rearden-0.0.2/README.md
0.68763
0.993397
README.md
pypi
from __future__ import annotations import re from datetime import datetime from enum import Enum import string from typing import Any, Optional from pydantic import Field from pydantic.types import ConstrainedStr from .base_model import BaseModel from .utils import HashableSequence # TODO: potential add validation...
/reasoner-pydantic-4.1.4.tar.gz/reasoner-pydantic-4.1.4/reasoner_pydantic/shared.py
0.660063
0.191762
shared.py
pypi