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"""TFX Pusher component definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, Optional, Text, Union from tfx import types from tfx.components.minio_pusher import executor from tfx.dsl.components.base import base_compon...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/minio_pusher/component.py
0.866669
0.700818
component.py
pypi
"""TFX BulkInferrer component definition.""" from typing import Any, Dict, Optional, Text, Union from tfx import types from tfx.components.bulk_inferrer import executor from tfx.dsl.components.base import base_component from tfx.dsl.components.base import executor_spec from tfx.proto import bulk_inferrer_pb2 from tfx...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/bulk_inferrer/component.py
0.946794
0.691172
component.py
pypi
"""Utils for converting prediction_log to example.""" from typing import Any, List, Tuple, Text, Union import numpy as np import six import tensorflow as tf from tfx.proto import bulk_inferrer_pb2 from tensorflow_serving.apis import classification_pb2 from tensorflow_serving.apis import prediction_log_pb2 INPUT_KEY...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/bulk_inferrer/prediction_to_example_utils.py
0.957417
0.484136
prediction_to_example_utils.py
pypi
"""TFX bulk_inferrer executor.""" import os from typing import Any, Callable, Dict, List, Optional, Text, Union from absl import logging import apache_beam as beam import tensorflow as tf from tfx import types from tfx.components.bulk_inferrer import prediction_to_example_utils from tfx.components.util import model_u...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/bulk_inferrer/executor.py
0.886187
0.309604
executor.py
pypi
"""TFX ExampleGen component definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, Optional, Text, Union from absl import logging from tfx import types from tfx.components.example_gen import driver from tfx.components....
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/component.py
0.892789
0.734405
component.py
pypi
"""Generic TFX example gen base executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import abc import bisect import hashlib import os from typing import Any, Dict, List, Text, Union from absl import logging import apache_beam as beam from six impo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/base_example_gen_executor.py
0.873377
0.322046
base_example_gen_executor.py
pypi
"""Generic TFX ExampleGen custom driver.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import copy import os from typing import Any, Dict, List, Text from absl import logging from tfx import types from tfx.components.example_gen import utils from tfx....
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/driver.py
0.755637
0.16975
driver.py
pypi
"""Parquet based TFX example gen executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Any, Dict, Text from absl import logging import apache_beam as beam import tensorflow as tf from tfx.components.example_gen import ut...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/custom_executors/parquet_executor.py
0.764276
0.371393
parquet_executor.py
pypi
"""Avro based TFX example gen executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Any, Dict, Text from absl import logging import apache_beam as beam import tensorflow as tf from tfx.components.example_gen import util...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/custom_executors/avro_executor.py
0.847684
0.334318
avro_executor.py
pypi
"""TFX ImportExampleGen component definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, Optional, Text, Union from absl import logging from tfx import types from tfx.components.example_gen import component from tfx.co...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/import_example_gen/component.py
0.772788
0.309115
component.py
pypi
"""Generic TFX ImportExampleGen executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Any, Dict, Text, Union from absl import logging import apache_beam as beam import tensorflow as tf from tfx.components.example_gen im...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/import_example_gen/executor.py
0.821546
0.351283
executor.py
pypi
"""TFX CsvExampleGen component definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, Optional, Text, Union from absl import logging from tfx import types from tfx.components.example_gen import component from tfx.compo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/csv_example_gen/component.py
0.877451
0.387806
component.py
pypi
"""Generic TFX CSV example gen executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Any, Dict, Iterable, List, Text from absl import logging import apache_beam as beam import tensorflow as tf from tfx.components.example...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/example_gen/csv_example_gen/executor.py
0.847432
0.237897
executor.py
pypi
"""TFX Tuner component definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, NamedTuple, Optional, Text from kerastuner.engine import base_tuner from tfx import types from tfx.components.tuner import executor from tfx...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/tuner/component.py
0.930261
0.328664
component.py
pypi
"""Generic TFX tuner executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import json import os from typing import Any, Callable, Dict, List, Optional, Text from absl import logging from kerastuner.engine import base_tuner from tfx import types fro...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/tuner/executor.py
0.696268
0.183813
executor.py
pypi
"""Common functionalities used in transform executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import inspect import sys from typing import Any, Callable, Text, Sequence, Mapping def GetValues(inputs: Mapping[Text, Sequence[Any]], ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/util/value_utils.py
0.837121
0.435481
value_utils.py
pypi
"""Utility functions related to Examples artifact shared by components.""" # TODO(b/149535307): Remove __future__ imports from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Text from absl import logging from tfx import types from tfx.compon...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/util/examples_utils.py
0.754553
0.381104
examples_utils.py
pypi
"""TFX Pusher component definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, Optional, Text, Union from tfx import types from tfx.components.yulong_pusher import executor from tfx.dsl.components.base import base_compo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/yulong_pusher/component.py
0.861626
0.711067
component.py
pypi
"""TFX Evaluator component definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, List, Optional, Text, Union from absl import logging import tensorflow_model_analysis as tfma from tfx import types from tfx.components....
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/evaluator/component.py
0.807537
0.350421
component.py
pypi
"""Generic TFX model evaluator executor.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Any, Dict, List, Text from absl import logging import apache_beam as beam import tensorflow_model_analysis as tfma from tensorflow_mode...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/components/evaluator/executor.py
0.924043
0.203401
executor.py
pypi
# TODO(b/149535307): Remove __future__ imports from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import sys from typing import List, Text from tfx.dsl.components.base import base_executor from tfx.types import channel_utils from tfx.utils import imp...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/scripts/run_component.py
0.441914
0.192198
run_component.py
pypi
"""Common script to invoke TFX executors.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import argparse import base64 import json import absl from tfx.dsl.components.base import base_executor from tfx.types import artifact_utils from tfx.utils import ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/scripts/run_executor.py
0.651022
0.650523
run_executor.py
pypi
"""TFX Channel definition.""" import inspect import json import textwrap from typing import Any, Dict, Iterable, Optional, Text, Type, Union from tfx.types import artifact_utils from tfx.types.artifact import Artifact from tfx.utils import json_utils from google.protobuf import json_format from ml_metadata.proto impo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/types/channel.py
0.784814
0.24947
channel.py
pypi
"""Utilities for retrieving paths for various types of artifacts.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Text import absl from tfx.dsl.io import fileio from tfx.utils import io_utils EVAL_MODEL_DIR = 'eval_model_di...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/utils/path_utils.py
0.645232
0.167797
path_utils.py
pypi
"""Utilities to dump and load Jsonable object to/from JSONs.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import abc import importlib import inspect import json from typing import Any, Dict, List, Text, Type, Union from six import with_metaclass from...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/utils/json_utils.py
0.891917
0.196518
json_utils.py
pypi
"""Utilities for proto related manipulations.""" import itertools from typing import Any, Dict, Iterator, TypeVar from google.protobuf import descriptor as descriptor_lib from google.protobuf import json_format from google.protobuf import message def gather_file_descriptors( descriptor: descriptor_lib.Descripto...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/utils/proto_utils.py
0.870652
0.168139
proto_utils.py
pypi
"""Utilities for topological sort.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Callable, List, Sequence, Text, TypeVar NodeT = TypeVar('NodeT') class InvalidDAGError(Exception): """Error to indicate invalid DAG.""" def topso...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/utils/topsort.py
0.97924
0.466177
topsort.py
pypi
"""Utilities for gathering telemetry for TFX components and pipelines.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import contextlib import re import sys import threading from typing import Dict, List, Text from tfx import version # Common label na...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/utils/telemetry_utils.py
0.765856
0.229535
telemetry_utils.py
pypi
"""Utilities for Python dependency and package management.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import shutil import subprocess import sys import tempfile from typing import List, Text import absl from tfx import dependencies from ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/utils/dependency_utils.py
0.548915
0.203332
dependency_utils.py
pypi
from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Optional, Text, Tuple def make_model_path(model_base_path: Text, model_name: Text, version: int) -> Text: """Make README.ml-pipelines-sdk.md TFS-flavored mod...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/utils/model_paths/tf_serving_flavor.py
0.920968
0.220468
tf_serving_flavor.py
pypi
"""Helper functions to choose engine.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import subprocess import sys from typing import Any, Dict, Text import click from tfx.tools.cli import labels from tfx.tools.cli import pip_utils from tfx.tools.cli.h...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/tools/cli/handler/handler_factory.py
0.717408
0.193433
handler_factory.py
pypi
"""BuildSpec helper.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os from typing import Optional, Text import click from tfx.tools.cli.container_builder import labels import yaml class BuildSpec(object): """Build specification. BuildSpe...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/tools/cli/container_builder/buildspec.py
0.906474
0.167117
buildspec.py
pypi
"""Base class for classes representing README.ml-pipelines-sdk.md dataset for the benchmark.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import tensorflow as tf class BenchmarkDataset(object): """Base class for classes representing READ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/benchmarks/benchmark_dataset.py
0.949611
0.45532
benchmark_dataset.py
pypi
"""TFT benchmark base.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import collections import shutil import tempfile import time # Standard Imports from absl import logging import apache_beam as beam import tensorflow as tf import tensorflow_transfo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/benchmarks/tft_benchmark_base.py
0.887832
0.231506
tft_benchmark_base.py
pypi
"""Chicago taxi dataset.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import itertools import math import os import shutil import tempfile from typing import Optional, Text from absl import logging import apache_beam as beam import tensorflow_transfo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/benchmarks/datasets/chicago_taxi/dataset.py
0.864953
0.299758
dataset.py
pypi
"""Data types util shared for orchestration.""" from typing import Dict, Iterable, List, Mapping, Optional, Union from tfx import types from tfx.proto.orchestration import pipeline_pb2 from tfx.types import artifact_utils from ml_metadata.proto import metadata_store_pb2 from ml_metadata.proto import metadata_store_se...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/data_types_utils.py
0.939088
0.286656
data_types_utils.py
pypi
"""Common data types for orchestration.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, List, Optional, Text, Type, Union from absl import logging from tfx import types from tfx.utils import json_utils # Regex pattern of Ru...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/data_types.py
0.922905
0.222098
data_types.py
pypi
"""Definition of Kubernetes TFX runner.""" import datetime import json from typing import List, Optional, Text, Type import absl from tfx.dsl.component.experimental import container_component from tfx.dsl.components.base import base_node from tfx.orchestration import data_types from tfx.orchestration import metadata ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/kubernetes/kubernetes_dag_runner.py
0.867682
0.19475
kubernetes_dag_runner.py
pypi
"""Kubernetes TFX runner for out-of-cluster orchestration.""" import datetime import json import time from typing import Dict, List, Text import absl from kubernetes import client from tfx.dsl.components.base import base_node from tfx.orchestration import pipeline as tfx_pipeline from tfx.orchestration.kubeflow impor...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/kubernetes/kubernetes_remote_runner.py
0.732592
0.185799
kubernetes_remote_runner.py
pypi
"""Chicago taxi example using TFX Kubernetes Orchestrator.""" import os from typing import List, Text import absl import tensorflow_model_analysis as tfma from tfx.components import CsvExampleGen from tfx.components import Evaluator from tfx.components import ExampleValidator from tfx.components import Pusher from t...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/kubernetes/examples/taxi_pipeline_kubernetes.py
0.885316
0.419648
taxi_pipeline_kubernetes.py
pypi
"""Interfaces and functionality for dealing with service jobs.""" import abc from typing import Set from tfx.orchestration.experimental.core import pipeline_state as pstate from tfx.orchestration.experimental.core import task as task_lib class ServiceJobManager(abc.ABC): """Interface for service job manager.""" ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/service_jobs.py
0.931618
0.59246
service_jobs.py
pypi
"""Pipeline-level operations.""" import copy import functools import threading import time from typing import List, Optional, Sequence, Set, Text from absl import logging from tfx.orchestration import metadata from tfx.orchestration.experimental.core import async_pipeline_task_gen from tfx.orchestration.experimental....
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/pipeline_ops.py
0.897734
0.24915
pipeline_ops.py
pypi
"""TaskManager manages the execution and cancellation of tasks.""" from concurrent import futures import copy import threading import time import typing from typing import Optional from absl import logging from tfx.orchestration import metadata from tfx.orchestration.experimental.core import status as status_lib from...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/task_manager.py
0.861407
0.22361
task_manager.py
pypi
"""Pipeline state management functionality.""" import base64 from typing import List, Text from absl import logging from tfx.orchestration import data_types_utils from tfx.orchestration import metadata from tfx.orchestration.experimental.core import status as status_lib from tfx.orchestration.experimental.core import...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/pipeline_state.py
0.923721
0.296602
pipeline_state.py
pypi
import abc import typing from typing import Dict, List, Optional, Text, Type, TypeVar import attr from tfx import types from tfx.proto.orchestration import pipeline_pb2 from ml_metadata.proto import metadata_store_pb2 # TODO(goutham): Include pipeline key/tag in PipelineUid. @attr.s(frozen=True) class PipelineUid: ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/task.py
0.735642
0.285251
task.py
pypi
"""Task queue.""" import queue import threading from typing import Optional from tfx.orchestration.experimental.core import task as task_lib class TaskQueue: """A thread-safe task queue with duplicate detection. The life-cycle of README.ml-pipelines-sdk.md task starts with producers calling `enqueue`. Consumer...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/task_queue.py
0.926893
0.367724
task_queue.py
pypi
"""Utilities for task generation.""" import itertools from typing import Dict, Iterable, List, Optional, Sequence, Text import attr from tfx import types from tfx.orchestration import data_types_utils from tfx.orchestration import metadata from tfx.orchestration.experimental.core import task as task_lib from tfx.orch...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/task_gen_utils.py
0.942467
0.276178
task_gen_utils.py
pypi
"""Task scheduler interface and registry.""" import abc import typing from typing import Optional, Text, Type, TypeVar import attr from tfx.orchestration import metadata from tfx.orchestration.experimental.core import status as status_lib from tfx.orchestration.experimental.core import task as task_lib from tfx.proto...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/experimental/core/task_scheduler.py
0.899399
0.499023
task_scheduler.py
pypi
"""Utilities for handling common config operations.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Optional, Tuple, Type from tfx.dsl.components.base import base_component from tfx.orchestration.config import base_component_config fr...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/config/config_utils.py
0.898059
0.218711
config_utils.py
pypi
"""Component config for docker run.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Dict, List, Text, Union from tfx.orchestration.config import base_component_config class DockerComponentConfig(base_component_config.BaseComponentCo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/config/docker_component_config.py
0.821617
0.163445
docker_component_config.py
pypi
"""Settings for controlling how to run README.ml-pipelines-sdk.md pipeline.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Dict, List, Text, Type from tfx.orchestration.config import base_component_config from tfx.orchestration.launc...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/config/pipeline_config.py
0.764979
0.325655
pipeline_config.py
pypi
"""Docker component launcher which launches README.ml-pipelines-sdk.md container in docker environment .""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, List, Text, cast import absl import docker from tfx import types fro...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/launcher/docker_component_launcher.py
0.68721
0.197097
docker_component_launcher.py
pypi
"""Common code shared by container based launchers.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, List, Optional, Text, Union # TODO(b/176812386): Deprecate usage of jinja2 for placeholders. import jinja2 from tfx import...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/launcher/container_common.py
0.753013
0.20203
container_common.py
pypi
"""Docker component launcher which launches README.ml-pipelines-sdk.md container in docker environment .""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, List, Optional, Text, cast from absl import logging from kubernetes im...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/launcher/kubernetes_component_launcher.py
0.712832
0.26806
kubernetes_component_launcher.py
pypi
"""For component execution, includes driver, executor and publisher.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import abc import copy from typing import Any, Dict, List, Optional, Text import absl from six import with_metaclass from tfx import ty...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/launcher/base_component_launcher.py
0.892261
0.305827
base_component_launcher.py
pypi
"""In process component launcher which launches python executors in process.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import copy import os from typing import Any, Dict, List, Text, cast from tfx import types from tfx.dsl.components.base import ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/launcher/in_process_component_launcher.py
0.806396
0.324971
in_process_component_launcher.py
pypi
"""In process inplementation of Resolvers.""" from typing import Mapping, Sequence, Dict, List, Optional from tfx import types from tfx.orchestration import metadata from tfx.orchestration.portable.resolver import factory as resolver_factory from tfx.proto.orchestration import pipeline_pb2 class ResolverStepProcess...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/resolver_processor.py
0.92576
0.540499
resolver_processor.py
pypi
"""Docker component launcher which launches README.ml-pipelines-sdk.md container in docker environment .""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Dict, Optional, cast from absl import logging import docker from tfx.dsl.com...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/docker_executor_operator.py
0.696371
0.226121
docker_executor_operator.py
pypi
"""Base class to define how to operator an executor.""" import sys from typing import Dict, List, Optional, cast from tfx import types from tfx.dsl.components.base import base_executor from tfx.dsl.io import fileio from tfx.orchestration.portable import base_executor_operator from tfx.orchestration.portable import dat...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/python_executor_operator.py
0.739893
0.427935
python_executor_operator.py
pypi
"""Portable library for registering and publishing executions.""" import copy import os from typing import List, Mapping, MutableMapping, Optional, Sequence, cast from tfx import types from tfx.orchestration import metadata from tfx.orchestration.portable.mlmd import execution_lib from tfx.proto.orchestration import e...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/execution_publish_utils.py
0.886703
0.359477
execution_publish_utils.py
pypi
"""This module defines the handler for resolver node.""" from typing import Any, Dict from absl import logging from tfx.orchestration import metadata from tfx.orchestration.portable import execution_publish_utils from tfx.orchestration.portable import inputs_utils from tfx.orchestration.portable import system_node_ha...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/resolver_node_handler.py
0.959478
0.336004
resolver_node_handler.py
pypi
"""Data types shared for orchestration.""" from typing import Any, Dict, List import attr from tfx import types from tfx.orchestration import data_types_utils from tfx.proto.orchestration import execution_invocation_pb2 from tfx.proto.orchestration import pipeline_pb2 # TODO(b/150979622): We should introduce an id t...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/data_types.py
0.657318
0.325105
data_types.py
pypi
"""This module defines the handler for importer node.""" from typing import Any, Dict from absl import logging from tfx import types from tfx.dsl.components.common import importer from tfx.orchestration import metadata from tfx.orchestration.portable import execution_publish_utils from tfx.orchestration.portable impo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/importer_node_handler.py
0.946337
0.286325
importer_node_handler.py
pypi
"""This module defines README.ml-pipelines-sdk.md generic Launcher for all TFleX nodes.""" from typing import Any, Dict, List, Optional, Text, Type, TypeVar from absl import logging import attr from tfx import types from tfx.dsl.io import fileio from tfx.orchestration import metadata from tfx.orchestration.portable i...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/launcher.py
0.727007
0.30013
launcher.py
pypi
"""Portable libraries for event related APIs.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Optional, Text, Tuple from ml_metadata.proto import metadata_store_pb2 _VALID_OUTPUT_EVENT_TYPES = frozenset([ metadata_store_pb2.Even...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/mlmd/event_lib.py
0.956624
0.519887
event_lib.py
pypi
"""Portable libraries for context related APIs.""" from typing import List, Text from absl import logging from tfx.orchestration import data_types_utils from tfx.orchestration import metadata from tfx.orchestration.portable.mlmd import common_utils from tfx.proto.orchestration import pipeline_pb2 import ml_metadata a...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/mlmd/context_lib.py
0.888484
0.33444
context_lib.py
pypi
"""Common MLMD utility libraries.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import TypeVar from absl import logging from tfx.orchestration import metadata import ml_metadata as mlmd from ml_metadata.proto import metadata_store_pb2 Met...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/portable/mlmd/common_utils.py
0.914324
0.194559
common_utils.py
pypi
r"""This module defines the entrypoint for the PythonExecutorOperator in TFX. This library is intended to serve as the entrypoint for README.ml-pipelines-sdk.md binary that packages the python executors in README.ml-pipelines-sdk.md pipeline. The resulting binary is called by the TFX launcher and should not be called ...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/python_execution_binary/entrypoint.py
0.702224
0.441191
entrypoint.py
pypi
r"""Shared IR serialization logic used by TFleX python executor binary.""" import base64 from tfx.orchestration import metadata from tfx.orchestration.portable import data_types from tfx.proto.orchestration import executable_spec_pb2 from tfx.proto.orchestration import execution_invocation_pb2 def deserialize_execu...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/python_execution_binary/python_execution_binary_utils.py
0.848753
0.351228
python_execution_binary_utils.py
pypi
"""Definition of Airflow TFX runner.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import os from typing import Any, Dict, Optional, Text, Union import absl from airflow import models from tfx.orchestration imp...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/airflow/airflow_dag_runner.py
0.856137
0.249013
airflow_dag_runner.py
pypi
"""Definition for Airflow component for TFX.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import functools from typing import Any, Dict, List, Text, Type from airflow import models from airflow.operators import...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/airflow/airflow_component.py
0.916885
0.24907
airflow_component.py
pypi
"""Definition of Beam TFX runner.""" import datetime import os from typing import Any, Iterable, List, Optional, Text, Union from absl import logging import apache_beam as beam from tfx.dsl.compiler import compiler from tfx.dsl.compiler import constants from tfx.orchestration import metadata from tfx.orchestration im...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/beam/beam_dag_runner.py
0.808219
0.296947
beam_dag_runner.py
pypi
"""Definition of Beam TFX runner.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import datetime import os from typing import Any, Iterable, List, Optional, Text, Type import absl import apache_beam as beam from tfx.dsl.components.base import base_nod...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/beam/legacy/beam_dag_runner.py
0.813461
0.237454
beam_dag_runner.py
pypi
"""V2 Kubeflow DAG Runner.""" import datetime import json import os from typing import Any, Dict, List, Optional, Text from tfx import version from tfx.dsl.io import fileio from tfx.orchestration import pipeline as tfx_pipeline from tfx.orchestration import tfx_runner from tfx.orchestration.config import pipeline_con...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/kubeflow/v2/kubeflow_v2_dag_runner.py
0.818519
0.205655
kubeflow_v2_dag_runner.py
pypi
"""Utility methods for Kubeflow V2 pipeline compilation.""" # TODO(b/172080784): Add more tests for this module. import json import os from typing import Any, Dict, List, Mapping, Optional, Text, Type, Union from tfx.dsl.io import fileio from tfx.orchestration import data_types from tfx.orchestration.kubeflow.v2 impo...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/kubeflow/v2/compiler_utils.py
0.702734
0.252822
compiler_utils.py
pypi
"""Builder for Kubeflow pipelines level proto spec.""" import re from typing import Any, Dict, List, Optional, Text from tfx.orchestration import data_types from tfx.orchestration import pipeline from tfx.orchestration.kubeflow.v2 import compiler_utils from tfx.orchestration.kubeflow.v2 import parameter_utils from tf...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/kubeflow/v2/pipeline_builder.py
0.943458
0.31567
pipeline_builder.py
pypi
"""Driver for file-based ExampleGen components in Kubeflow V2 runner.""" import argparse import os from typing import Any, Dict, List, Optional from absl import logging from tfx.components.example_gen import driver from tfx.components.example_gen import utils from tfx.dsl.io import fileio from tfx.orchestration.kube...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/kubeflow/v2/file_based_example_gen/driver.py
0.7324
0.269064
driver.py
pypi
"""Entrypoint for invoking TFX components in Kubeflow V2 runner.""" import argparse import os from typing import List from absl import logging from tfx.components.evaluator import executor as evaluator_executor from tfx.dsl.components.base import base_executor from tfx.dsl.io import fileio from tfx.orchestration.kub...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/kubeflow/v2/container/kubeflow_v2_run_executor.py
0.624294
0.334019
kubeflow_v2_run_executor.py
pypi
"""Component that launches CAIP custom training job with flexible interface.""" from typing import Any, Dict, List, Optional, Text from tfx.dsl.component.experimental import component_utils from tfx.dsl.component.experimental import placeholders from tfx.dsl.components.base import base_component from tfx.dsl.componen...
/rflow_ml_pipelines_sdk-1.1.18-py3-none-any.whl/tfx/orchestration/kubeflow/v2/components/experimental/ai_platform_training_component.py
0.837055
0.725223
ai_platform_training_component.py
pypi
import logging import time import warnings from django.conf import settings from django.core.exceptions import ImproperlyConfigured from urllib.request import parse_http_list, parse_keqv_list LOGGER = logging.getLogger(__name__) def parse_www_authenticate_header(header): """ Convert a WWW-Authentication h...
/rflow-mozilla-django-oidc-2.0.0.tar.gz/rflow-mozilla-django-oidc-2.0.0/mozilla_django_oidc/utils.py
0.695855
0.267656
utils.py
pypi
from rest_framework import generics, status from rest_framework.response import Response from . import serializers from .authentication import AUTH_HEADER_TYPES from .exceptions import InvalidToken, TokenError class TokenViewBase(generics.GenericAPIView): permission_classes = () authentication_classes = () ...
/rflow-mozilla-simplejwt-0.0.1.tar.gz/rflow-mozilla-simplejwt-0.0.1/src/rest_framework_simplejwt/views.py
0.735167
0.170992
views.py
pypi
from datetime import timedelta from uuid import uuid4 from django.conf import settings from django.utils.translation import gettext_lazy as _ from django.utils.module_loading import import_string from .exceptions import TokenBackendError, TokenError from .settings import api_settings from .token_blacklist.models impo...
/rflow-mozilla-simplejwt-0.0.1.tar.gz/rflow-mozilla-simplejwt-0.0.1/src/rest_framework_simplejwt/tokens.py
0.732592
0.151153
tokens.py
pypi
from django.contrib.auth import get_user_model from django.utils.translation import gettext_lazy as _ from rest_framework import HTTP_HEADER_ENCODING, authentication from .exceptions import AuthenticationFailed, InvalidToken, TokenError from .settings import api_settings AUTH_HEADER_TYPES = api_settings.AUTH_HEADER_T...
/rflow-mozilla-simplejwt-0.0.1.tar.gz/rflow-mozilla-simplejwt-0.0.1/src/rest_framework_simplejwt/authentication.py
0.715921
0.171824
authentication.py
pypi
from django.utils.translation import gettext_lazy as _ import jwt from jwt import InvalidAlgorithmError, InvalidTokenError, PyJWKClient, algorithms from .exceptions import TokenBackendError from .utils import format_lazy ALLOWED_ALGORITHMS = ( 'HS256', 'HS384', 'HS512', 'RS256', 'RS384', 'RS51...
/rflow-mozilla-simplejwt-0.0.1.tar.gz/rflow-mozilla-simplejwt-0.0.1/src/rest_framework_simplejwt/backends.py
0.749546
0.155848
backends.py
pypi
from django.contrib.auth import models as auth_models from django.db.models.manager import EmptyManager from django.utils.functional import cached_property from .compat import CallableFalse, CallableTrue from .settings import api_settings class TokenUser: """ A dummy user class modeled after django.contrib.a...
/rflow-mozilla-simplejwt-0.0.1.tar.gz/rflow-mozilla-simplejwt-0.0.1/src/rest_framework_simplejwt/models.py
0.842507
0.218378
models.py
pypi
import logging import time import warnings from django.conf import settings from django.core.exceptions import ImproperlyConfigured from urllib.request import parse_http_list, parse_keqv_list LOGGER = logging.getLogger(__name__) def parse_www_authenticate_header(header): """ Convert a WWW-Authentication h...
/rflow-mozilla-simplejwt-0.0.1.tar.gz/rflow-mozilla-simplejwt-0.0.1/src/mozilla_django_oidc/utils.py
0.695855
0.267656
utils.py
pypi
"""Experimental Resolver for getting the artifacts based on Span.""" from typing import Dict, List, Optional, Text from tfx import types from tfx.components.example_gen import utils from tfx.dsl.components.common import resolver from tfx.orchestration import data_types from tfx.orchestration import metadata from tfx....
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/experimental/spans_resolver.py
0.945851
0.257654
spans_resolver.py
pypi
"""Utils for TFX component types. Intended for internal usage only.""" from typing import Any, Callable, Dict, Optional, Text from tfx import types from tfx.dsl.components.base import base_component from tfx.dsl.components.base import executor_spec as base_executor_spec from tfx.types import component_spec def creat...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/component/experimental/component_utils.py
0.880393
0.37419
component_utils.py
pypi
"""Functions for creating container components.""" from typing import Any, Callable, Dict, List, Text from tfx.dsl.component.experimental import component_utils from tfx.dsl.component.experimental import executor_specs from tfx.dsl.component.experimental import placeholders from tfx.dsl.components.base import base_co...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/component/experimental/container_component.py
0.840521
0.356895
container_component.py
pypi
"""Command-line placeholders for use in container component definitions.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import List, Text, Union from tfx.utils import json_utils class InputValuePlaceholder(json_utils.Jsonable): """Repre...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/component/experimental/placeholders.py
0.936008
0.315225
placeholders.py
pypi
# TODO(ccy): Remove pytype "disable=attribute-error" and "disable=module-attr" # overrides after Python 2 support is removed from TFX. from __future__ import absolute_import from __future__ import division from __future__ import print_function import enum import inspect import types from typing import Any, Dict, Opti...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/component/experimental/function_parser.py
0.656878
0.288203
function_parser.py
pypi
from __future__ import absolute_import from __future__ import division from __future__ import print_function import inspect from typing import Text, Type, Union from six import with_metaclass from tfx.types import artifact class _ArtifactGenericMeta(type): """Metaclass for _ArtifactGeneric, to enable class indexi...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/component/experimental/annotations.py
0.890112
0.158109
annotations.py
pypi
"""Executor specifications for components.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import functools import operator from typing import List, Optional, Text, Union from tfx import types from tfx.dsl.component.experimental import placeholders from...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/component/experimental/executor_specs.py
0.91103
0.238329
executor_specs.py
pypi
"""Utilities to evaluate and resolve Placeholders.""" import base64 import re from typing import Any, Callable, Dict, Union from absl import logging import attr from tfx.dsl.placeholder import placeholder as ph from tfx.orchestration.portable import data_types from tfx.proto.orchestration import placeholder_pb2 from ...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/compiler/placeholder_utils.py
0.852307
0.348839
placeholder_utils.py
pypi
"""Utility functions for DSL Compiler.""" # TODO(b/149535307): Remove __future__ imports from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import List, Optional, Text, Type from tfx import types from tfx.dsl.components.base import base_node from ...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/compiler/compiler_utils.py
0.736116
0.290012
compiler_utils.py
pypi
"""Compiles README.ml-pipelines-sdk.md TFX pipeline into README.ml-pipelines-sdk.md TFX DSL IR proto.""" import json import re from typing import cast, Iterable, List, Mapping from tfx import types from tfx.dsl.compiler import compiler_utils from tfx.dsl.compiler import constants from tfx.dsl.components.base import ba...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/compiler/compiler.py
0.877899
0.258541
compiler.py
pypi
"""Placeholders represent not-yet-available values at the component authoring time.""" import abc import copy import enum from typing import Optional, Type, Union, cast from tfx import types from tfx.proto.orchestration import placeholder_pb2 from tfx.utils import proto_utils from google.protobuf import message cla...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/placeholder/placeholder.py
0.918845
0.356251
placeholder.py
pypi
"""Base class for TFX nodes.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import abc from typing import Any, Dict, Optional, Text, Type from absl import logging from six import with_metaclass from tfx.dsl.components.base import base_driver from tfx....
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/components/base/base_node.py
0.951639
0.173131
base_node.py
pypi
"""TFX Resolver definition.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function import abc from typing import Any, Dict, List, Optional, Text, Type from six import with_metaclass from tfx import types from tfx.dsl.components.base import base_driver from tfx...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/components/common/resolver.py
0.860545
0.213224
resolver.py
pypi
"""Pluggable file I/O interface for use in TFX system and components.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from typing import Any, Callable, Iterable, List, Text, Tuple, Type from tfx.dsl.io import filesystem from tfx.dsl.io import filesystem...
/rflow_tfx-1.1.18-py3-none-any.whl/tfx/dsl/io/fileio.py
0.874091
0.298236
fileio.py
pypi