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import io from pathlib import Path from promptflow._constants import ICON, ICON_DARK, ICON_LIGHT from promptflow._utils.multimedia_utils import convert_multimedia_data_to_base64 from promptflow._utils.tool_utils import asdict_without_none from promptflow.contracts.multimedia import Image from promptflow.exceptions impo...
parser tool icon to base64.
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class GeneratorProxy: """A proxy for generator that can record all items that have been yielded from the generator.""" def __init__(self, generator): self._generator = generator self._items = [] def __iter__(self): return self def __next__(self): item = next(self._generat...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
The function will get all potential related connection names from current environment variables. for example, if part of env var is { "ENV_VAR_1": "${my_connection.key}", "ENV_VAR_2": "${my_connection.key2}", "ENV_VAR_3": "${my_connection2.key}", } The function will return {"my_connection", "my_connection2"}.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
The function will result env var value ${my_connection.key} to the real connection keys.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
The function will use relevant environment variable to override connection configurations. For instance, if there is a custom connection named 'custom_connection' with a configuration key called 'chat_deployment_name,' the function will attempt to retrieve 'chat_deployment_name' from the environment variable 'CUSTOM_CO...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
The function will resolve connection secrets env var reference like api_key: ${env:KEY}
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Retrieve tool func result according to func_call_scenario. :param func_call_scenario: function call scenario :param function_config: function config in tool meta. Should contain'func_path' and 'func_kwargs'. :return: func call result according to func_call_scenario.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Generate dynamic list for a tool input. :param function_config: function config in tool meta. Should contain'func_path' and 'func_kwargs'. :return: a list of tool input dynamic enums.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Generate flow.tools.json for a flow directory. :param flow_directory: path to flow directory. :param dump: whether to dump to .promptflow/flow.tools.json, default value is True. :param raise_error: whether to raise the error, default value is True. :param timeout: timeout for generation, default value is 60 seconds. :p...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Setup user agent to OperationContext. For calls from extension, ua will be like: prompt-flow-extension/ promptflow-cli/ promptflow-sdk/ For calls from CLI, ua will be like: promptflow-cli/ promptflow-sdk/ For calls from SDK, ua will be like: promptflow-sdk/ For 1p customer call which set user agent in config, ua will b...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Return true if current request is from extension.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Get local connections from executable. executable: The executable flow object. client: Local client to get connections. connections_to_ignore: The connection names to ignore when getting connections. connections_to_add: The connection names to add when getting connections.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Dump flow result for extension. :param flow_folder: The flow folder. :param prefix: The file prefix. :param flow_result: The flow result returned by exec_line. :param node_result: The node result when test node returned by load_and_exec_node. :param custom_path: The custom path to dump flow result.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Remove empty element from dict, e.g. {"a": 1, "b": {}} -> {"a": 1}
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
Generate flow.json for a flow directory.
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import collections import datetime import hashlib import json import multiprocessing import os import platform import re import shutil import stat import sys import tempfile import uuid import zipfile from contextlib import contextmanager from enum import Enum from functools import partial from os import PathLike from ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
Validate required request data is provided.
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
Check if streaming response is required.
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
get output fields to remove.
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import time import base64 import zlib from flask import jsonify, request from promptflow._sdk._serving._errors import ( JsonPayloadRequiredForMultipleInputFields, MissingRequiredFlowInput, NotAcceptable, ) from promptflow._utils.exception_utils import ErrorResponse, ExceptionPresenter ...
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import json import os import re from typing import Any, Tuple from promptflow._sdk._serving._errors import InvalidConnectionData, MissingConnectionProvider from promptflow._sdk._serving.extension.default_extension import AppExtension from promptflow._sdk._serving.monitor.data_collector import FlowDataCollector from pro...
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import json import logging import mimetypes import os from pathlib import Path from typing import Dict from flask import Flask, g, jsonify, request from promptflow._sdk._load_functions import load_flow from promptflow._sdk._serving.extension.extension_factory import ExtensionFactory from promptflow._sdk._serving.flow_i...
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import json import logging import mimetypes import os from pathlib import Path from typing import Dict from flask import Flask, g, jsonify, request from promptflow._sdk._load_functions import load_flow from promptflow._sdk._serving.extension.extension_factory import ExtensionFactory from promptflow._sdk._serving.flow_i...
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import flask from jinja2 import Template from pathlib import Path from flask import Blueprint, request, url_for, current_app as app The provided code snippet includes necessary dependencies for implementing the `construct_staticweb_blueprint` function. Write a Python function `def construct_staticweb_blueprint(static_...
Construct static web blueprint.
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from flask import Blueprint, current_app as app, request from promptflow._sdk._serving.monitor.flow_monitor import FlowMonitor def is_monitoring_enabled() -> bool: enabled = False if request.endpoint in app.view_functions: view_func = app.view_functions[request.endpoint] enabled = hasattr(view_f...
Construct monitor blueprint.
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import logging from promptflow.contracts.flow import Flow, FlowInputDefinition, FlowOutputDefinition from promptflow.contracts.tool import ValueType def generate_input_field_schema(input: FlowInputDefinition) -> dict: field_schema = {"type": type_mapping[input.type]} if input.description: field_schema["...
convert a flow to swagger object.
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import time from functools import partial, wraps from typing import Tuple, Union from sqlalchemy.exc import OperationalError The provided code snippet includes necessary dependencies for implementing the `retry` function. Write a Python function `def retry(exception_to_check: Union[Exception, Tuple[Exception]], tries=...
From https://www.saltycrane.com/blog/2009/11/trying-out-retry-decorator-python/ Retry calling the decorated function using an exponential backoff. http://www.saltycrane.com/blog/2009/11/trying-out-retry-decorator-python/ original from: http://wiki.python.org/moin/PythonDecoratorLibrary#Retry :param exception_to_check: ...
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import datetime import os from contextlib import contextmanager from pathlib import Path from typing import List, Union from filelock import FileLock from sqlalchemy import create_engine, event, inspect, text from sqlalchemy.exc import OperationalError from sqlalchemy.orm import Session, sessionmaker from sqlalchemy.sc...
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import datetime import os from contextlib import contextmanager from pathlib import Path from typing import List, Union from filelock import FileLock from sqlalchemy import create_engine, event, inspect, text from sqlalchemy.exc import OperationalError from sqlalchemy.orm import Session, sessionmaker from sqlalchemy.sc...
This function will change the constant LOCAL_MGMT_DB_PATH to the new path so very dangerous. It is created for pf flow export only and need to be removed in further version.
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import datetime import os from contextlib import contextmanager from pathlib import Path from typing import List, Union from filelock import FileLock from sqlalchemy import create_engine, event, inspect, text from sqlalchemy.exc import OperationalError from sqlalchemy.orm import Session, sessionmaker from sqlalchemy.sc...
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from os import PathLike from typing import IO, AnyStr, Union from promptflow._sdk._load_functions import load_run from promptflow._sdk._pf_client import PFClient from promptflow._sdk.entities._run import Run def _resume_run(**kwargs): client = PFClient() # Pass through kwargs to run to ensure all params suppor...
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from os import PathLike from typing import IO, AnyStr, Union from promptflow._sdk._load_functions import load_run from promptflow._sdk._pf_client import PFClient from promptflow._sdk.entities._run import Run def _create_run(run: Run, **kwargs): client = PFClient() return client.runs.create_or_update(run=run, **...
Create a run from a yaml file. Should only call from CLI.
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import os from collections import namedtuple from enum import Enum from pathlib import Path from promptflow._constants import ( CONNECTION_SCRUBBED_VALUE, ConnectionAuthMode, ConnectionType, CustomStrongTypeConnectionConfigs, ) PROMPT_FLOW_HOME_DIR_ENV_VAR = "PF_HOME_DIRECTORY" PROMPT_FLOW_DIR_NAME = "....
Prepare prompt flow home directory. User can configure it by setting environment variable: `PF_HOME_DIRECTORY`; if not configured, or configured value is not valid, use default value: "~/.promptflow/".
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import os from collections import namedtuple from enum import Enum from pathlib import Path from promptflow._constants import ( CONNECTION_SCRUBBED_VALUE, ConnectionAuthMode, ConnectionType, CustomStrongTypeConnectionConfigs, ) class ListViewType(str, Enum): def get_list_view_type(archived_only: bool, ...
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import json import os import time from copy import copy from pathlib import Path from types import GeneratorType import streamlit as st from PIL import Image from streamlit_quill import st_quill from utils import dict_iter_render_message, parse_image_content, parse_list_from_html, render_single_dict_message from prompt...
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import os import sys from main import start from streamlit.runtime import exists from streamlit.web import cli as st_cli from promptflow._cli._pf._connection import create_connection def is_yaml_file(file_path): # Get the file extension _, file_extension = os.path.splitext(file_path) # Check if the file ext...
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import os from os import PathLike from pathlib import Path from typing import Any, Dict, List, Union from .._constants import USER_AGENT_OVERRIDE_KEY from .._utils.logger_utils import get_cli_sdk_logger from ..exceptions import ErrorTarget, UserErrorException from ._configuration import Configuration from ._constants i...
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import os.path from dotenv import dotenv_values from marshmallow import RAISE, fields, post_load, pre_load from promptflow._sdk._constants import IdentityKeys from promptflow._sdk._utils import is_remote_uri from promptflow._sdk.schemas._base import PatchedSchemaMeta, YamlFileSchema from promptflow._sdk.schemas._fields...
Resolve .env file to environment variables.
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import copy import typing from pathlib import Path from marshmallow import fields from marshmallow.exceptions import FieldInstanceResolutionError, ValidationError from marshmallow.fields import _T, Field, Nested from marshmallow.utils import RAISE, resolve_field_instance from promptflow._sdk._constants import BASE_PATH...
Function to return a union field for primitive value. :return: The primitive value field :rtype: Field
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import tempfile import webbrowser from dataclasses import asdict from pathlib import Path from typing import Optional from promptflow._sdk._constants import VIS_HTML_TMPL from promptflow._sdk._utils import render_jinja_template from promptflow.contracts._run_management import VisualizationRender def generate_html_stri...
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import tempfile import webbrowser from dataclasses import asdict from pathlib import Path from typing import Optional from promptflow._sdk._constants import VIS_HTML_TMPL from promptflow._sdk._utils import render_jinja_template from promptflow.contracts._run_management import VisualizationRender def try_to_open_html(ht...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
Override variant and connections in the flow.
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
Show stdout and output of nodes.
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
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import contextlib import hashlib import json import os import platform import re import subprocess import tempfile import time from collections import defaultdict from os import PathLike from pathlib import Path from time import sleep from types import GeneratorType from typing import Any, Dict, List import psutil impo...
Set up file handler to record experiment execution. If not set index, it will record logs in a new file. :param experiment_path: Experiment path. :type experiment_path: str :param index: The number of attempt to execution experiment. :type index: int :return: File handler, the number of attempt to execution experiment....
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import argparse import copy import json import os import platform import signal import subprocess import sys import tempfile import uuid from concurrent import futures from concurrent.futures import ThreadPoolExecutor from dataclasses import is_dataclass from datetime import datetime from pathlib import Path from typin...
Add action to start orchestrator.
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import json import os import typing import urllib.parse from opentelemetry import trace from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter from opentelemetry.sdk.environment_variables import OTEL_EXPORTER_OTLP_ENDPOINT from opentelemetry.sdk.resources import Resource from opentelemetry.s...
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import os from pathlib import Path, PureWindowsPath from typing import Any, Iterable, List, Optional, Tuple, Union from ._pathspec import GitWildMatchPattern, normalize_file def convert_windows_path_to_unix(path: Union[str, os.PathLike]) -> str: return PureWindowsPath(path).as_posix()
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import os from pathlib import Path, PureWindowsPath from typing import Any, Iterable, List, Optional, Tuple, Union from ._pathspec import GitWildMatchPattern, normalize_file class IgnoreFile(object): def __init__(self, file_path: Optional[Union[str, Path]] = None): """Base class for handling .gitignore and ...
Finds and returns IgnoreFile object based on ignore file found in directory_path. .amlignore takes precedence over .gitignore and if no file is found, an empty IgnoreFile object will be returned. The ignore file must be in the root directory. :param directory_path: Path to the (root) directory where ignore file is loca...
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import os from pathlib import Path, PureWindowsPath from typing import Any, Iterable, List, Optional, Tuple, Union from ._pathspec import GitWildMatchPattern, normalize_file class IgnoreFile(object): def __init__(self, file_path: Optional[Union[str, Path]] = None): """Base class for handling .gitignore and ...
Enumerate all files in the given directory and compose paths for them to be uploaded to in the remote storage. :param path: Path to the directory to be uploaded :type path: str :param prefix: Prefix for remote storage path :type prefix: str :param ignore_file: Ignore file object :type ignore_file: IgnoreFile :return: L...
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import dataclasses import os import posixpath import re import warnings from typing import Any, AnyStr, Iterable, Iterator from typing import Match as MatchHint from typing import Optional from typing import Pattern as PatternHint from typing import Tuple, Union NORMALIZE_PATH_SEPS = [sep for sep in [os.sep, os.altsep]...
Normalizes the file path to use the POSIX path separator (i.e., ``'/'``), and make the paths relative (remove leading ``'/'``). *file* (:class:`str` or :class:`pathlib.PurePath`) is the file path. *separators* (:class:`~collections.abc.Collection` of :class:`str`; or :data:`None`) optionally contains the path separator...
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from os import PathLike from pathlib import Path from typing import IO, AnyStr, Optional, Union from dotenv import dotenv_values from .._utils.logger_utils import get_cli_sdk_logger from .._utils.yaml_utils import load_yaml from ._errors import MultipleExperimentTemplateError, NoExperimentTemplateError from .entities i...
Load flow from YAML file. :param source: The local yaml source of a flow. Must be a path to a local file. If the source is a path, it will be open and read. An exception is raised if the file does not exist. :type source: Union[PathLike, str] :param is_async_call: Optional argument to indicate the return value is an as...
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from os import PathLike from pathlib import Path from typing import IO, AnyStr, Optional, Union from dotenv import dotenv_values from .._utils.logger_utils import get_cli_sdk_logger from .._utils.yaml_utils import load_yaml from ._errors import MultipleExperimentTemplateError, NoExperimentTemplateError from .entities i...
Load run from YAML file. :param source: The local yaml source of a run. Must be a path to a local file. If the source is a path, it will be open and read. An exception is raised if the file does not exist. :type source: Union[PathLike, str] :param params_override: Fields to overwrite on top of the yaml file. Format is ...
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from os import PathLike from pathlib import Path from typing import IO, AnyStr, Optional, Union from dotenv import dotenv_values from .._utils.logger_utils import get_cli_sdk_logger from .._utils.yaml_utils import load_yaml from ._errors import MultipleExperimentTemplateError, NoExperimentTemplateError from .entities i...
Load connection from YAML file or .env file. :param source: The local yaml source of a connection or .env file. Must be a path to a local file. If the source is a path, it will be open and read. An exception is raised if the file does not exist. :type source: Union[PathLike, str] :return: A Connection object :rtype: Co...
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from os import PathLike from pathlib import Path from typing import IO, AnyStr, Optional, Union from dotenv import dotenv_values from .._utils.logger_utils import get_cli_sdk_logger from .._utils.yaml_utils import load_yaml from ._errors import MultipleExperimentTemplateError, NoExperimentTemplateError from .entities i...
Load experiment template from YAML file. :param source: The local yaml source of an experiment template. Must be a path to a local file. If the source is a path, it will be open and read. An exception is raised if the file does not exist. :type source: Union[PathLike, str] :return: An ExperimentTemplate object :rtype: ...
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from os import PathLike from pathlib import Path from typing import IO, AnyStr, Optional, Union from dotenv import dotenv_values from .._utils.logger_utils import get_cli_sdk_logger from .._utils.yaml_utils import load_yaml from ._errors import MultipleExperimentTemplateError, NoExperimentTemplateError from .entities i...
Load experiment from YAML file. :param source: The local yaml source of an experiment. Must be a path to a local file. If the source is a path, it will be open and read. An exception is raised if the file does not exist. :type source: Union[PathLike, str] :return: An Experiment object :rtype: Experiment