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import numpy as np import scipy.signal as signal import matplotlib.pyplot as plt def Gamma2VSWR( Gamma ): """ Reflection coefficient to Voltage Standing Wave Ratio conversion Gamma is the reflection coefficient. """ return np.divide(1+abs(Gamma), 1-abs(Gamma)) def pow2normdb( mag ): """ Co...
/rf-tool-0.0.17.tar.gz/rf-tool-0.0.17/rftool/utility.py
0.776369
0.838151
utility.py
pypi
from scipy.stats import norm import numpy as np import scipy.constants as const import rftool.utility as util def Q( x ): """ The Q-function. (just a translation for readability). """ return norm.sf(x) def errorProbabilityBpsk( EbN0 ): """ Probability of error in AWGN as a function of Eb/N0 fo...
/rf-tool-0.0.17.tar.gz/rf-tool-0.0.17/rftool/communications.py
0.680985
0.737584
communications.py
pypi
import scipy.signal as signal import scipy.optimize as optimize import scipy.integrate as integrate import scipy.special as special import scipy.ndimage as ndimage import numpy as np import numpy.polynomial.polynomial as poly from mpl_toolkits.mplot3d import axes3d # 3D plot import matplotlib.pyplot as plt from p...
/rf-tool-0.0.17.tar.gz/rf-tool-0.0.17/rftool/radar.py
0.755005
0.581957
radar.py
pypi
import numpy as np import scipy.optimize as optimize def chamberImpedance( x ): """ Dimension calculations for an open TEM cell. S. M. Satav et al., Do-it-Yourself Fabrication of an Open TEM Cell for EMC Pre-compliance, Indian Institute of Technology-Bombay, 2008 Taking in a parameter vector for the di...
/rf-tool-0.0.17.tar.gz/rf-tool-0.0.17/rftool/temcell.py
0.594787
0.703588
temcell.py
pypi
try: from typing import Any, Dict, List, Optional, Protocol, Union except ImportError: from typing import Dict, List, Optional, Union from typing_extensions import Protocol class Layer(Protocol): """This Protocol describes a simple information container for nerwork layers. Args: name: ...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/domain.py
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domain.py
pypi
from typing import Sequence, Union import graphviz import numpy as np from rfa_toolbox.graphs import EnrichedNetworkNode def node_id(node: EnrichedNetworkNode) -> str: """Provide a unique string for each node based on its name and object id. This makes the node-id human readable while also easy to process s...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/vizualize.py
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vizualize.py
pypi
from typing import Callable, List from rfa_toolbox.graphs import EnrichedNetworkNode, LayerDefinition def conv_batch_norm_relu( predecessor: EnrichedNetworkNode, idx: str, strides: int = 1 ) -> EnrichedNetworkNode: return EnrichedNetworkNode( name=f"{idx}-Conv3x3-BatchNorm-ReLU", layer_info=L...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/architectures/resnet.py
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0.539954
resnet.py
pypi
from typing import Optional from rfa_toolbox.graphs import EnrichedNetworkNode, LayerDefinition def conv_batch_norm_relu( predecessor: EnrichedNetworkNode, idx: int, filters: Optional[int] = None ) -> EnrichedNetworkNode: return EnrichedNetworkNode( name=f"{idx}-Conv3x3-BatchNorm-ReLU", layer...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/architectures/vgg.py
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vgg.py
pypi
from typing import List, Sequence, Tuple, Union import numpy as np from rfa_toolbox.graphs import EnrichedNetworkNode def obtain_all_nodes(output_node: EnrichedNetworkNode) -> List[EnrichedNetworkNode]: """Fetch all nodes from a single node of the compute graph. Args: output_node: output...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/utils/graph_utils.py
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graph_utils.py
pypi
import warnings from typing import Callable, Dict, List, Optional, Tuple, Union import torch from attr import attrib, attrs from graphviz import Digraph as GraphVizDigraph from rfa_toolbox.encodings.pytorch.domain import LayerInfoHandler, NodeSubstitutor from rfa_toolbox.encodings.pytorch.layer_handlers import ( ...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/encodings/pytorch/intermediate_graph.py
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intermediate_graph.py
pypi
from rfa_toolbox.graphs import EnrichedNetworkNode, LayerDefinition try: from typing import Protocol except ImportError: from typing_extensions import Protocol import torch class LayerInfoHandler(Protocol): """Creates a LayerDefinition from the model and a resolvable string.""" def can_handle(self,...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/encodings/pytorch/domain.py
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domain.py
pypi
from rfa_toolbox.graphs import LayerDefinition try: from typing import Any, Dict, Protocol except ImportError: from typing_extensions import Protocol from attr import attrs class LayerInfoHandler(Protocol): """Creates a LayerDefinition from the model and a resolvable string.""" def can_handle(self,...
/rfa_toolbox-1.7.0-py3-none-any.whl/rfa_toolbox/encodings/tensorflow_keras/layer_handlers.py
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layer_handlers.py
pypi
.. _getstarted: Get started ============ The R-factor scripts can be used to: 1. Compute the erosivity :math:`EI_{30}` values for a number of stations and years. 2. Use the computed :math:`EI_{30}` values to compute an R-value. From 10' rain data to EI for a single station/year ---------------------------------...
/rfactor-0.1.2.tar.gz/rfactor-0.1.2/docs/get-started.rst
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get-started.rst
pypi
from abc import ABC, abstractmethod from typing import Dict, Counter, Iterable, Tuple, Optional, cast, Union from dataclasses import dataclass, field from rfb_mc.types import Params, RfBmcTask, RfBmcResult, BmcResult, BmcTask from threading import Lock @dataclass class StoreData: # general and problem specific pa...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/store.py
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0.35056
store.py
pypi
from ast import literal_eval from typing import Dict, Tuple, TypedDict, Any, Literal, Counter, Optional from rfb_mc.restrictive_formula_module import get_restrictive_formula_module from rfb_mc.store import StoreData from rfb_mc.types import RfBmcTask, RfBmcResult, Params, BmcTask, BmcResult def v1_encode_rf_bmc_task...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/serialization.py
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serialization.py
pypi
from abc import ABC, abstractmethod from typing import TypeVar, Generic, Dict, Any, Type from rfb_mc.restrictive_formula_module import register_restrictive_formula_module from rfb_mc.restrictive_formula_module_implementation import RestrictiveFormulaModuleImplementation, \ RestrictiveFormulaInstance from rfb_mc.typ...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/runner.py
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runner.py
pypi
from abc import ABC, abstractmethod from typing import Generic, TypeVar, Hashable, Any, Dict, Type from rfb_mc.types import Params RestrictiveFormulaParams = TypeVar("RestrictiveFormulaParams", bound=Hashable) # parameter that determines all formula generation related values RestrictiveFormulaProperties = TypeVar("Re...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/restrictive_formula_module.py
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restrictive_formula_module.py
pypi
import z3 from typing import List, NamedTuple, Dict, Optional CloneExpressionOutput = NamedTuple("CloneExpressionOutput", [ ("clones", List[z3.BoolRef]), ("var_map", Dict[z3.ExprRef, List[z3.ExprRef]]) ]) def serialize_expression(expression: z3.ExprRef) -> str: s = z3.Solver() s.add(expression) retur...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/component/helper/z3_helper.py
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z3_helper.py
pypi
from dataclasses import dataclass from fractions import Fraction from functools import lru_cache from math import log2, ceil, floor, prod from typing import Tuple, Optional, List, Union from rfb_mc.component.eamp.eamp_edge_scheduler import EampEdgeScheduler from rfb_mc.component.eamp.eamp_edge_scheduler_base import Ea...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/component/eamp/eamp_edge_scheduler_sp.py
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0.326164
eamp_edge_scheduler_sp.py
pypi
from abc import abstractmethod from fractions import Fraction from math import sqrt, prod, ceil, floor from typing import Tuple, Optional, Union, Generic, TypeVar, List, Counter from rfb_mc.component.eamp.eamp_rfm import EampParams, EampRfm from rfb_mc.component.eamp.types import ProbabilisticInterval from rfb_mc.compo...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/component/eamp/eamp_edge_scheduler_base.py
0.934073
0.505432
eamp_edge_scheduler_base.py
pypi
import random from enum import Enum, unique from math import prod, log2, ceil from typing import NamedTuple, Tuple, Any, List from rfb_mc.restrictive_formula_module import RestrictiveFormulaModule from rfb_mc.types import Params @unique class EampTransformMethod(Enum): SORTED_ROLLING_WINDOW = "SRW" EampParams =...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/component/eamp/eamp_rfm.py
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eamp_rfm.py
pypi
import z3 from math import log2, ceil from typing import Type, List, Tuple from rfb_mc.component.eamp.eamp_rfm import EampInstanceParams, EampRfm, EampTransformMethod from rfb_mc.component.runner_z3 import RfmiGenerationArgsZ3 from rfb_mc.restrictive_formula_module_implementation import RestrictiveFormulaModuleImplemen...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/component/eamp/eamp_rfmi_z3.py
0.719384
0.452173
eamp_rfmi_z3.py
pypi
from fractions import Fraction from functools import lru_cache from math import sqrt, prod, log2, ceil, floor, log from typing import Tuple, Optional, List, Union from rfb_mc.component.eamp.eamp_edge_scheduler_base import EampEdgeSchedulerBase from rfb_mc.component.eamp.primes import get_lowest_prime_above_or_equal_pow...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/component/eamp/eamp_edge_scheduler.py
0.904653
0.385172
eamp_edge_scheduler.py
pypi
from decimal import Decimal from collections import Counter from concurrent.futures import ThreadPoolExecutor from typing import Optional, Iterable, Tuple, TypedDict, Literal, Any import uuid from rfb_mc.serialization import SerializedV1StoreData, v1_encode_rf_bmc_task_result, decode_store_data, \ v1_encode_store_d...
/rfb_mc-0.0.23.tar.gz/rfb_mc-0.0.23/rfb_mc/component/aws/dynamodb_store.py
0.84759
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dynamodb_store.py
pypi
# Deprecation Warning <span style="color:red; font-size:4em;">This version of the project has been deprecated.</span> <br/> <span style="color:green; font-size:4em;">Please use <a href="https://github.com/iluxonchik/rfc-bibtex/">rfc-bibtex</a> instead.</span> The package has **changed name on PyPi** from `rfc-bibtex`...
/rfc-bibtex-0.3.2.tar.gz/rfc-bibtex-0.3.2/README.md
0.426322
0.916147
README.md
pypi
from unidecode import unidecode from num2words import num2words from .homoclave import Homoclave from .verification_digit import VerificationDigit import re class RFC_PM: _REGEX_DATE_FORMAT = re.compile(r'^\d{4}-\d{2}-\d{2}$') _ROMAN_NUMBER_REGEX = "^M{0,3}(CM|CD|D?C{0,3})(XC|XL|L?X{0,3})(IX|IV|V?I{0,3})$" ...
/rfc_generator-0.0.13-py3-none-any.whl/rfc_generator/src/rfc_pm.py
0.501953
0.281572
rfc_pm.py
pypi
from unidecode import unidecode class Homoclave: _FULL_NAME_MAPPING = { " ": "00", "0": "00", "1": "01", "2": "02", "3": "03", "4": "04", "5": "05", "6": "06", "7": "07", "8": "08", "9": "09", "&": "10", "A": "...
/rfc_generator-0.0.13-py3-none-any.whl/rfc_generator/src/homoclave.py
0.416915
0.451508
homoclave.py
pypi
from typing import Callable, Dict, List from .methods import REGISTERED_METHODS class ValidatorUi: def status(self, message: str) -> None: pass def skip(self, subject: str, message: str) -> None: pass def success(self, subject: str, message: str) -> None: pass def error(sel...
/rfc-http-validate-0.3.3.tar.gz/rfc-http-validate-0.3.3/rfc_http_validate/validate.py
0.538983
0.234319
validate.py
pypi
typemap = { # Compatible Fields "accept": "list", "accept-encoding": "list", "accept-language": "list", "accept-patch": "list", "accept-post": "list", "accept-ranges": "list", "access-control-allow-credentials": "item", "access-control-allow-headers": "list", "access-control-all...
/rfc-http-validate-0.3.3.tar.gz/rfc-http-validate-0.3.3/rfc_http_validate/retrofit.py
0.450601
0.277999
retrofit.py
pypi
from __future__ import absolute_import from six.moves import range import collections """ def py_zeros(dim, pytype): assert len(dim) == 2 return [[pytype for y in range(dim[1])] for x in range(dim[0])] """ try: from editdist import distance as strdist except ImportError: def strdist(a, b...
/rfc-xmldiff-0.6.0.tar.gz/rfc-xmldiff-0.6.0/xmldiff/zzs.py
0.596198
0.339923
zzs.py
pypi
import configparser import functools import logging import os import re import shutil import tarfile import time from datetime import datetime, timedelta import click import requests from peewee import IntegrityError from rfcpy.helpers.config import Config from rfcpy.models import Data, DataIndex, create_tables, db ...
/rfc.py-2020.10.1-py3-none-any.whl/rfcpy/helpers/utils.py
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utils.py
pypi
# RFC BibTex A command line tool that creates `BibTex` entries for IETF `RFC`s and `Internet Drafts`. It can read the list of `RFC`s and `Internet Drafts` to parse from various sources: * directly from `.tex` files * directly from `.aux` files * from a text file (one ID per line) * from command-line arguments Duplic...
/rfcbibtex-0.3.2.tar.gz/rfcbibtex-0.3.2/README.md
0.426322
0.826817
README.md
pypi
# Python RFCC - Data understanding, clustering and outlier detection for regression and classification tasks Random forests are invariant and robust estimators that can fit complex interactions between input data of different types and binary, categorical, or continuous outcome variables, including those with multiple...
/rfcc-1.0.1.tar.gz/rfcc-1.0.1/README.md
0.644784
0.989419
README.md
pypi
# rfcontrolpy rfcontrolpy is a Python library and port of the node.js [rfcontrolpy](https://github.com/rrooggiieerr/rfcontrolpy) module for parsing and constructing 433mhz On-Off Keying (OOK) signals for various devices, switches and weather stations. It works together with the [RFControl](https://github.com/rrooggii...
/rfcontrolpy-0.0.5.tar.gz/rfcontrolpy-0.0.5/README.md
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0.964921
README.md
pypi
import glob import logging from os.path import basename, dirname, isfile, join import rfcontrol.protocols from rfcontrol.protocols import * logger = logging.getLogger(__name__) protocols = [ getattr(rfcontrol.protocols, basename(f)[:-3]) for f in glob.glob(join(dirname(__file__), "protocols/*.py")) if is...
/rfcontrolpy-0.0.5.tar.gz/rfcontrolpy-0.0.5/rfcontrol/controller.py
0.477798
0.285182
controller.py
pypi
import logging from rfcontrol.helpers import binary2pulses, pulses2binary from rfcontrol.protocols import RFControlProtocolTypes logger = logging.getLogger(__name__) # Mapping for decoding. pulses2binary_mapping = [ ["00", "0"], # binary 0 ["01", "1"], # binary 1 ["02", ""], # footer ] # Mapping for ...
/rfcontrolpy-0.0.5.tar.gz/rfcontrolpy-0.0.5/rfcontrol/protocols/switch10.py
0.581303
0.309728
switch10.py
pypi
import logging from rfcontrol.helpers import binary2pulses, pulses2binary from rfcontrol.protocols import RFControlProtocolTypes logger = logging.getLogger(__name__) # Mapping for decoding. pulses2binary_mapping = [ ["02", ""], # Header ["0001", "0"], # Binary 0 ["0100", "1"], # Binary 1 ["0000", ...
/rfcontrolpy-0.0.5.tar.gz/rfcontrolpy-0.0.5/rfcontrol/protocols/dimmer1.py
0.601125
0.248968
dimmer1.py
pypi
import logging from rfcontrol.helpers import binary2pulses, pulses2binary from rfcontrol.protocols import RFControlProtocolTypes logger = logging.getLogger(__name__) # Mapping for decoding. pulses2binary_mapping = [ ["0101", "1"], # Binary 1 ["1010", "2"], # Binary tri-state ["0110", "0"], # Bbinary 0...
/rfcontrolpy-0.0.5.tar.gz/rfcontrolpy-0.0.5/rfcontrol/protocols/switch8.py
0.626581
0.342242
switch8.py
pypi
from __future__ import annotations import gi gi.require_version("Gtk", "4.0") gi.require_version("Soup", "2.4") from gi.repository import Gio, GLib, Gtk, Soup from typing import ( Callable, Optional, Final, Any, Dict, Union, ) import logging import os import platform from threading import Thr...
/rfi-downloader-0.1.0.tar.gz/rfi-downloader-0.1.0/rfi_downloader/utils/__init__.py
0.783243
0.162912
__init__.py
pypi
import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk, GLib, Gio from enum import auto, IntEnum, unique import logging from pathlib import PurePath from typing import Final, Dict, Any, Optional from abc import ABC, abstractmethod logger = logging.getLogger(__name__) @unique class FileStatus(In...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/file.py
0.819605
0.186021
file.py
pypi
from __future__ import annotations from abc import ABC, abstractmethod from typing import Any, Sequence, Dict, Optional, NamedTuple, Type import importlib.resources import yaml from munch import Munch from .operation import Operation from .engine import Engine class Preference(ABC): @abstractmethod def __i...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/preferences.py
0.935013
0.295803
preferences.py
pypi
from __future__ import annotations import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk, GLib from ..engine import Engine, EngineThread from ..files.regular_file import RegularFile from ..file import FileStatus from ..utils.decorators import exported_filetype, with_pango_docs import logging from...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/engines/temporary_file_engine.py
0.502441
0.173218
temporary_file_engine.py
pypi
import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk from ..engine_advanced_settings import EngineAdvancedSettings from ..engine import Engine from ..utils import PATTERN_PLACEHOLDER_TEXT class DirectoryWatchdogEngineAdvancedSettings(EngineAdvancedSettings): def __init__(self, engine: Engine...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/engines/directory_watchdog_engine_advanced_settings.py
0.425725
0.161982
directory_watchdog_engine_advanced_settings.py
pypi
import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk from ..engine_advanced_settings import EngineAdvancedSettings from ..engine import Engine from ..utils import PATTERN_PLACEHOLDER_TEXT class AWSS3BucketEngineAdvancedSettings(EngineAdvancedSettings): def __init__(self, engine: Engine): ...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/engines/aws_s3_bucket_engine_advanced_settings.py
0.432183
0.165931
aws_s3_bucket_engine_advanced_settings.py
pypi
import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk from ..engine_advanced_settings import EngineAdvancedSettings from ..engine import Engine from ..utils import PATTERN_PLACEHOLDER_TEXT class FileWatchdogEngineAdvancedSettings(EngineAdvancedSettings): def __init__(self, engine: Engine): ...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/engines/file_watchdog_engine_advanced_settings.py
0.436022
0.182134
file_watchdog_engine_advanced_settings.py
pypi
from threading import current_thread import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk from ..operation import Operation from ..files.directory import Directory from ..utils import ExitableThread, get_random_string from ..utils.decorators import supported_filetypes, with_pango_docs from ..utils...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/operations/directory_compressor.py
0.609408
0.175079
directory_compressor.py
pypi
from __future__ import annotations from rfi_file_monitor.utils import ExitableThread from gi.repository import Gio from ..engine_advanced_settings import EngineAdvancedSettings from ..engine import Engine from ..utils.exceptions import SkippedOperation from ..file import File, FileStatus from ..files.regular_file imp...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/utils/decorators.py
0.784897
0.164215
decorators.py
pypi
import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk from pathlib import Path from typing import Final, Any, List, final, Optional from munch import Munch, munchify import logging logger = logging.getLogger(__name__) class WidgetParams: """ Inheriting from this class """ # pyli...
/rfi-file-monitor-0.2.12.tar.gz/rfi-file-monitor-0.2.12/rfi_file_monitor/utils/widgetparams.py
0.75274
0.157655
widgetparams.py
pypi
# RFInder **Insallation instructions** ``` pip install rfinder ``` To create a local repository, type: ``` git clone https://github.com/Fil8/RFInder ``` *** **Requisites** For a successfull installation make sure to have installed the following packages. - RFInder makes use of the most common `python` packages ...
/rfinder-1.0.5.tar.gz/rfinder-1.0.5/README.md
0.410993
0.958069
README.md
pypi
# pytype: skip-file from __future__ import absolute_import import struct import sys from builtins import chr from builtins import object from typing import List class OutputStream(object): """For internal use only; no backwards-compatibility guarantees. A pure Python implementation of stream.OutputStream.""" ...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/coders/slow_stream.py
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0.404272
slow_stream.py
pypi
# pytype: skip-file from __future__ import absolute_import import itertools from array import array from apache_beam.coders import typecoders from apache_beam.coders.coder_impl import StreamCoderImpl from apache_beam.coders.coders import BooleanCoder from apache_beam.coders.coders import BytesCoder from apache_beam...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/coders/row_coder.py
0.782413
0.221983
row_coder.py
pypi
# pytype: skip-file """Common utility class to help SDK harness to execute an SDF. """ from __future__ import absolute_import from __future__ import division import logging import threading from builtins import object from typing import TYPE_CHECKING from typing import Any from typing import NamedTuple from typing ...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/sdf_utils.py
0.89481
0.216943
sdf_utils.py
pypi
# pytype: skip-file # mypy: disallow-untyped-defs from __future__ import absolute_import from builtins import object from typing import TYPE_CHECKING from typing import Any from typing import Dict from typing import FrozenSet from typing import Generic from typing import Iterable from typing import Mapping from typin...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/pipeline_context.py
0.804905
0.244459
pipeline_context.py
pypi
# This module is experimental. No backwards-compatibility guarantees. # pytype: skip-file from __future__ import absolute_import from builtins import object from typing import Optional from apache_beam.runners import common from apache_beam.utils import counters class StateSampler(object): def __init__(self, s...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/worker/statesampler_slow.py
0.854232
0.305309
statesampler_slow.py
pypi
"""A module for caching state reads/writes in Beam applications.""" # pytype: skip-file # mypy: disallow-untyped-defs from __future__ import absolute_import import collections import logging import threading from typing import TYPE_CHECKING from typing import Any from typing import Callable from typing import Generi...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/worker/statecache.py
0.867485
0.267289
statecache.py
pypi
# pytype: skip-file from __future__ import absolute_import import collections from apache_beam import coders from apache_beam.runners import common # This module is experimental. No backwards-compatibility guarantees. def build_worker_instruction(*args): """Create an object representing a ParallelInstruction pr...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/worker/operation_specs.py
0.864882
0.288032
operation_specs.py
pypi
# pytype: skip-file from __future__ import absolute_import import collections import logging import queue import threading import traceback from builtins import object from builtins import range from apache_beam.coders import observable from apache_beam.io import iobase from apache_beam.runners.worker import opcount...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/worker/sideinputs.py
0.731251
0.183447
sideinputs.py
pypi
# This module is experimental. No backwards-compatibility guarantees. # pytype: skip-file from __future__ import absolute_import import contextlib import threading from typing import TYPE_CHECKING from typing import Dict from typing import NamedTuple from typing import Optional from typing import Union from apache...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/worker/statesampler.py
0.901518
0.245062
statesampler.py
pypi
# pytype: skip-file from __future__ import absolute_import import logging import threading import time import apache_beam as beam from apache_beam.runners.interactive import interactive_environment as ie from apache_beam.runners.interactive.caching import streaming_cache from apache_beam.runners.runner import Pipeli...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/background_caching_job.py
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0.219923
background_caching_job.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import division from __future__ import print_function import logging import apache_beam as beam from apache_beam import runners from apache_beam.pipeline import PipelineVisitor from apache_beam.runners.direct import direct_runner from apache_...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/interactive_runner.py
0.648355
0.210787
interactive_runner.py
pypi
from typing import Iterator from typing import Optional import apache_beam as beam # type: ignore class UserPipelineTracker: """Tracks user pipelines from derived pipelines. This data structure is similar to a disjoint set data structure. A derived pipeline can only have one parent user pipeline. A user pipe...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/user_pipeline_tracker.py
0.942069
0.539954
user_pipeline_tracker.py
pypi
from __future__ import absolute_import import hashlib import json import logging import pandas as pd from apache_beam.portability.api.beam_runner_api_pb2 import TestStreamPayload from apache_beam.testing.test_stream import WindowedValueHolder def to_element_list( reader, # type: Generator[Union[TestStreamPayl...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/utils.py
0.642657
0.195921
utils.py
pypi
from __future__ import absolute_import import apache_beam as beam from apache_beam.pipeline import PipelineVisitor from apache_beam.runners.interactive import interactive_environment as ie from apache_beam.testing.test_stream import TestStream class PipelineFragment(object): """A fragment of a pipeline definition....
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/pipeline_fragment.py
0.897173
0.399285
pipeline_fragment.py
pypi
# pytype: skip-file from __future__ import absolute_import import apache_beam as beam from apache_beam.runners.interactive.utils import as_json from apache_beam.runners.interactive.utils import obfuscate class InteractiveEnvironmentInspector(object): """Inspector that converts information of the current interacti...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/messaging/interactive_environment_inspector.py
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0.506897
interactive_environment_inspector.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import division from __future__ import print_function import abc import os import subprocess from typing import TYPE_CHECKING from typing import Optional from typing import Type from future.utils import with_metaclass from apache_beam.utils....
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/display/pipeline_graph_renderer.py
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0.203747
pipeline_graph_renderer.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import division from __future__ import print_function import re from apache_beam.runners.interactive.display import pipeline_graph def nice_str(o): s = repr(o) s = s.replace('"', "'") s = s.replace('\\', '|') s = re.sub(r'[^\x20-\x7...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/display/interactive_pipeline_graph.py
0.810479
0.295116
interactive_pipeline_graph.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import division from __future__ import print_function import collections import logging import threading from typing import DefaultDict from typing import Dict from typing import Iterator from typing import List from typing import Tuple from t...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/interactive/display/pipeline_graph.py
0.891528
0.212559
pipeline_graph.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import numbers import sys from collections import defaultdict from future.utils import iteritems from apache_beam.metrics.cells import DistributionData from apache_beam.metrics.cells import DistributionResult from apache_beam....
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/dataflow/dataflow_metrics.py
0.676727
0.287906
dataflow_metrics.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import time import apache_beam as beam from apache_beam.metrics import Metrics from apache_beam.options.pipeline_options import PipelineOptions from apache_beam.options.pipeline_options import SetupOptions from apache_beam.opti...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/dataflow/dataflow_exercise_streaming_metrics_pipeline.py
0.747432
0.151247
dataflow_exercise_streaming_metrics_pipeline.py
pypi
# pytype: skip-file from __future__ import absolute_import import time from hamcrest.library.number.ordering_comparison import greater_than import apache_beam as beam from apache_beam.metrics import Metrics from apache_beam.testing.metric_result_matchers import DistributionMatcher from apache_beam.testing.metric_re...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/dataflow/dataflow_exercise_metrics_pipeline.py
0.489259
0.287557
dataflow_exercise_metrics_pipeline.py
pypi
# All constants are for internal use only; no backwards-compatibility # guarantees. # pytype: skip-file from __future__ import absolute_import # Standard file names used for staging files. from builtins import object # Referenced by Dataflow legacy worker. from apache_beam.runners.internal.names import PICKLED_MAIN...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/dataflow/internal/names.py
0.567697
0.157882
names.py
pypi
# pytype: skip-file from __future__ import absolute_import import logging from builtins import object from typing import TYPE_CHECKING from typing import Optional from apache_beam import pvalue from apache_beam.io import iobase from apache_beam.transforms import ptransform from apache_beam.transforms.display import ...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/dataflow/native_io/iobase.py
0.932292
0.33425
iobase.py
pypi
# pytype: skip-file from __future__ import absolute_import import threading from builtins import object from typing import TYPE_CHECKING from typing import Dict from typing import Iterable from typing import List from typing import Set from typing import Tuple from apache_beam import pipeline from apache_beam import...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/direct/watermark_manager.py
0.759315
0.451992
watermark_manager.py
pypi
# pytype: skip-file from __future__ import absolute_import import threading from builtins import object from collections import defaultdict from apache_beam.metrics.cells import CounterAggregator from apache_beam.metrics.cells import DistributionAggregator from apache_beam.metrics.cells import GaugeAggregator from a...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/direct/direct_metrics.py
0.802091
0.230075
direct_metrics.py
pypi
"""Support for user state in the BundleBasedDirectRunner.""" # pytype: skip-file from __future__ import absolute_import import copy import itertools from apache_beam.transforms import userstate from apache_beam.transforms.trigger import _ListStateTag from apache_beam.transforms.trigger import _ReadModifyWriteStateT...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/direct/direct_userstate.py
0.712932
0.219024
direct_userstate.py
pypi
# pytype: skip-file from __future__ import absolute_import import collections import threading from builtins import object from typing import TYPE_CHECKING from typing import Any from typing import DefaultDict from typing import Dict from typing import Iterable from typing import List from typing import Optional from...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/direct/evaluation_context.py
0.883015
0.429728
evaluation_context.py
pypi
# pytype: skip-file from __future__ import absolute_import import collections import itertools import logging import sys import threading import traceback from builtins import object from builtins import range from typing import TYPE_CHECKING from typing import Any from typing import Dict from typing import FrozenSet...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/direct/executor.py
0.719384
0.161651
executor.py
pypi
# pytype: skip-file from __future__ import absolute_import import collections import itertools import typing import apache_beam as beam from apache_beam import typehints from apache_beam.internal.util import ArgumentPlaceholder from apache_beam.transforms.combiners import _CurriedFn from apache_beam.utils.windowed_...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/direct/helper_transforms.py
0.779616
0.28284
helper_transforms.py
pypi
# pytype: skip-file """Starts a service for running portable beam pipelines. The basic usage is simply python -m apache_beam.runners.portability.local_job_service_main Many other options are also supported, such as starting in the background or passing in a lockfile to ensure that only one copy of the service ...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/portability/local_job_service_main.py
0.494141
0.178436
local_job_service_main.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import print_function import logging import os import re import sys import urllib from apache_beam.options import pipeline_options from apache_beam.runners.portability import flink_uber_jar_job_server from apache_beam.runners.portability impo...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/portability/flink_runner.py
0.548674
0.161883
flink_runner.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import print_function import itertools import logging import os import tempfile import time import urllib import zipfile import requests from apache_beam.options import pipeline_options from apache_beam.portability.api import beam_job_api_pb...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/portability/spark_uber_jar_job_server.py
0.705684
0.1873
spark_uber_jar_job_server.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import print_function import traceback from apache_beam import pipeline as beam_pipeline from apache_beam.portability import python_urns from apache_beam.portability.api import beam_expansion_api_pb2 from apache_beam.portability.api import be...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/runners/portability/expansion_service.py
0.489015
0.180143
expansion_service.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging from past.builtins import unicode import apache_beam as beam import apache_beam.transforms.window as window from apache_beam.examples.wordcount_with_metrics import WordExtractingDoFn from apache_beam.options.pipeline_options i...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/streaming_wordcount.py
0.717111
0.201754
streaming_wordcount.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import re from past.builtins import unicode import apache_beam as beam from apache_beam.io import ReadFromText from apache_beam.io import WriteToText from apache_beam.options.pipeline_options import PipelineOptions from apache...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/wordcount.py
0.804943
0.250317
wordcount.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import re import subprocess import grpc from past.builtins import unicode import apache_beam as beam from apache_beam.io import ReadFromText from apache_beam.io import WriteToText from apache_beam.options.pipeline_options impo...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/wordcount_xlang.py
0.784979
0.19619
wordcount_xlang.py
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# pytype: skip-file from __future__ import absolute_import import json import logging import apache_beam as beam from apache_beam.options.pipeline_options import PipelineOptions from apache_beam.transforms.sql import SqlTransform def run(output_topic, pipeline_args): pipeline_options = PipelineOptions( pip...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/sql_taxi.py
0.723212
0.237278
sql_taxi.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import apache_beam as beam from apache_beam.io import ReadFromText from apache_beam.io import WriteToText from apache_beam.options.pipeline_options import PipelineOptions # pylint doesn't understand our pipeline syntax: # pyli...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/cookbook/custom_ptransform.py
0.857306
0.403626
custom_ptransform.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import json import logging from builtins import object import apache_beam as beam from apache_beam.io import ReadFromText from apache_beam.io import WriteToText from apache_beam.options.pipeline_options import PipelineOptions from apache_beam...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/cookbook/coders.py
0.738575
0.308906
coders.py
pypi
# pytype: skip-file from __future__ import absolute_import from __future__ import print_function import argparse import logging import re import sys from typing import Iterable from typing import Optional from typing import Text import uuid from builtins import object import apache_beam as beam from apache_beam.io i...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/cookbook/datastore_wordcount.py
0.778018
0.246386
datastore_wordcount.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import re from builtins import next import apache_beam as beam from apache_beam.io import ReadFromText from apache_beam.io import WriteToText from apache_beam.options.pipeline_options import PipelineOptions from apache_beam.opt...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/cookbook/mergecontacts.py
0.572603
0.188772
mergecontacts.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging from builtins import range from random import randrange import apache_beam as beam from apache_beam.io import WriteToText from apache_beam.options.pipeline_options import PipelineOptions from apache_beam.options.pipeline_option...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/cookbook/bigquery_side_input.py
0.666388
0.187504
bigquery_side_input.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import apache_beam as beam def count_tornadoes(input_data): """Workflow computing the number of tornadoes for each month that had one. Args: input_data: a PCollection of dictionaries representing table rows. Each ...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/cookbook/bigquery_tornadoes.py
0.791055
0.457924
bigquery_tornadoes.py
pypi
# pytype: skip-file from __future__ import absolute_import import argparse import logging import sys import apache_beam as beam import apache_beam.transforms.window as window from apache_beam.io.flink.flink_streaming_impulse_source import FlinkStreamingImpulseSource from apache_beam.options.pipeline_options import P...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/flink/flink_streaming_impulse.py
0.542136
0.286348
flink_streaming_impulse.py
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# pytype: skip-file from __future__ import absolute_import import logging import typing import apache_beam as beam from apache_beam.io.kafka import ReadFromKafka from apache_beam.io.kafka import WriteToKafka from apache_beam.options.pipeline_options import PipelineOptions def run(bootstrap_servers, topic, pipeline...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/kafkataxi/kafka_taxi.py
0.640523
0.176778
kafka_taxi.py
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# pytype: skip-file from __future__ import absolute_import from __future__ import print_function def pardo_dofn(test=None): # [START pardo_dofn] import apache_beam as beam class SplitWords(beam.DoFn): def __init__(self, delimiter=','): self.delimiter = delimiter def process(self, text): ...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/snippets/transforms/elementwise/pardo.py
0.651909
0.293556
pardo.py
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# pytype: skip-file from __future__ import absolute_import from __future__ import print_function def map_simple(test=None): # [START map_simple] import apache_beam as beam with beam.Pipeline() as pipeline: plants = ( pipeline | 'Gardening plants' >> beam.Create([ ' 🍓Strawbe...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/snippets/transforms/elementwise/map.py
0.595257
0.256035
map.py
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# pytype: skip-file from __future__ import absolute_import from __future__ import print_function def partition_function(test=None): # pylint: disable=line-too-long, expression-not-assigned # [START partition_function] import apache_beam as beam durations = ['annual', 'biennial', 'perennial'] def by_dura...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/snippets/transforms/elementwise/partition.py
0.682785
0.442697
partition.py
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# pytype: skip-file from __future__ import absolute_import from __future__ import print_function def withtimestamps_event_time(test=None): # [START withtimestamps_event_time] import apache_beam as beam class GetTimestamp(beam.DoFn): def process(self, plant, timestamp=beam.DoFn.TimestampParam): yiel...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py
0.61555
0.39636
withtimestamps.py
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# pytype: skip-file from __future__ import absolute_import from __future__ import print_function def filter_function(test=None): # [START filter_function] import apache_beam as beam def is_perennial(plant): return plant['duration'] == 'perennial' with beam.Pipeline() as pipeline: perennials = ( ...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/snippets/transforms/elementwise/filter.py
0.60743
0.300021
filter.py
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# pytype: skip-file from __future__ import absolute_import from __future__ import print_function def flatmap_simple(test=None): # [START flatmap_simple] import apache_beam as beam with beam.Pipeline() as pipeline: plants = ( pipeline | 'Gardening plants' >> beam.Create([ '🍓St...
/rflow-apache-beam-2.28.0.tar.gz/rflow-apache-beam-2.28.0/apache_beam/examples/snippets/transforms/elementwise/flatmap.py
0.656328
0.388879
flatmap.py
pypi