dify
This commit is contained in:
474
dify/api/services/tools/api_tools_manage_service.py
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474
dify/api/services/tools/api_tools_manage_service.py
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@@ -0,0 +1,474 @@
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import json
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import logging
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from collections.abc import Mapping
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from typing import Any, cast
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from httpx import get
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from sqlalchemy import select
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from core.entities.provider_entities import ProviderConfig
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from core.model_runtime.utils.encoders import jsonable_encoder
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from core.tools.__base.tool_runtime import ToolRuntime
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from core.tools.custom_tool.provider import ApiToolProviderController
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from core.tools.entities.api_entities import ToolApiEntity, ToolProviderApiEntity
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from core.tools.entities.common_entities import I18nObject
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from core.tools.entities.tool_bundle import ApiToolBundle
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from core.tools.entities.tool_entities import (
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ApiProviderAuthType,
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ApiProviderSchemaType,
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)
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from core.tools.tool_label_manager import ToolLabelManager
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from core.tools.tool_manager import ToolManager
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from core.tools.utils.encryption import create_tool_provider_encrypter
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from core.tools.utils.parser import ApiBasedToolSchemaParser
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from extensions.ext_database import db
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from models.tools import ApiToolProvider
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from services.tools.tools_transform_service import ToolTransformService
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logger = logging.getLogger(__name__)
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class ApiToolManageService:
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@staticmethod
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def parser_api_schema(schema: str) -> Mapping[str, Any]:
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"""
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parse api schema to tool bundle
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"""
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try:
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warnings: dict[str, str] = {}
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try:
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tool_bundles, schema_type = ApiBasedToolSchemaParser.auto_parse_to_tool_bundle(schema, warning=warnings)
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except Exception as e:
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raise ValueError(f"invalid schema: {str(e)}")
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credentials_schema = [
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ProviderConfig(
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name="auth_type",
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type=ProviderConfig.Type.SELECT,
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required=True,
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default="none",
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options=[
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ProviderConfig.Option(value="none", label=I18nObject(en_US="None", zh_Hans="无")),
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ProviderConfig.Option(value="api_key", label=I18nObject(en_US="Api Key", zh_Hans="Api Key")),
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],
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placeholder=I18nObject(en_US="Select auth type", zh_Hans="选择认证方式"),
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),
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ProviderConfig(
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name="api_key_header",
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type=ProviderConfig.Type.TEXT_INPUT,
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required=False,
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placeholder=I18nObject(en_US="Enter api key header", zh_Hans="输入 api key header,如:X-API-KEY"),
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default="api_key",
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help=I18nObject(en_US="HTTP header name for api key", zh_Hans="HTTP 头部字段名,用于传递 api key"),
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),
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ProviderConfig(
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name="api_key_value",
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type=ProviderConfig.Type.TEXT_INPUT,
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required=False,
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placeholder=I18nObject(en_US="Enter api key", zh_Hans="输入 api key"),
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default="",
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),
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]
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return cast(
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Mapping,
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jsonable_encoder(
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{
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"schema_type": schema_type,
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"parameters_schema": tool_bundles,
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"credentials_schema": credentials_schema,
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"warning": warnings,
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}
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),
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)
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except Exception as e:
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raise ValueError(f"invalid schema: {str(e)}")
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@staticmethod
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def convert_schema_to_tool_bundles(schema: str, extra_info: dict | None = None) -> tuple[list[ApiToolBundle], str]:
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"""
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convert schema to tool bundles
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:return: the list of tool bundles, description
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"""
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try:
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return ApiBasedToolSchemaParser.auto_parse_to_tool_bundle(schema, extra_info=extra_info)
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except Exception as e:
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raise ValueError(f"invalid schema: {str(e)}")
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@staticmethod
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def create_api_tool_provider(
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user_id: str,
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tenant_id: str,
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provider_name: str,
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icon: dict,
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credentials: dict,
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schema_type: str,
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schema: str,
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privacy_policy: str,
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custom_disclaimer: str,
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labels: list[str],
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):
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"""
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create api tool provider
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"""
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if schema_type not in [member.value for member in ApiProviderSchemaType]:
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raise ValueError(f"invalid schema type {schema}")
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provider_name = provider_name.strip()
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# check if the provider exists
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provider = (
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db.session.query(ApiToolProvider)
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.where(
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ApiToolProvider.tenant_id == tenant_id,
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ApiToolProvider.name == provider_name,
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)
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.first()
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)
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if provider is not None:
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raise ValueError(f"provider {provider_name} already exists")
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# parse openapi to tool bundle
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extra_info: dict[str, str] = {}
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# extra info like description will be set here
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tool_bundles, schema_type = ApiToolManageService.convert_schema_to_tool_bundles(schema, extra_info)
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if len(tool_bundles) > 100:
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raise ValueError("the number of apis should be less than 100")
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# create db provider
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db_provider = ApiToolProvider(
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tenant_id=tenant_id,
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user_id=user_id,
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name=provider_name,
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icon=json.dumps(icon),
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schema=schema,
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description=extra_info.get("description", ""),
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schema_type_str=schema_type,
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tools_str=json.dumps(jsonable_encoder(tool_bundles)),
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credentials_str="{}",
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privacy_policy=privacy_policy,
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custom_disclaimer=custom_disclaimer,
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)
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if "auth_type" not in credentials:
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raise ValueError("auth_type is required")
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# get auth type, none or api key
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auth_type = ApiProviderAuthType.value_of(credentials["auth_type"])
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# create provider entity
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provider_controller = ApiToolProviderController.from_db(db_provider, auth_type)
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# load tools into provider entity
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provider_controller.load_bundled_tools(tool_bundles)
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# encrypt credentials
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encrypter, _ = create_tool_provider_encrypter(
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tenant_id=tenant_id,
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controller=provider_controller,
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)
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db_provider.credentials_str = json.dumps(encrypter.encrypt(credentials))
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db.session.add(db_provider)
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db.session.commit()
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# update labels
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ToolLabelManager.update_tool_labels(provider_controller, labels)
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return {"result": "success"}
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@staticmethod
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def get_api_tool_provider_remote_schema(user_id: str, tenant_id: str, url: str):
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"""
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get api tool provider remote schema
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"""
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headers = {
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"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko)"
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" Chrome/120.0.0.0 Safari/537.36 Edg/120.0.0.0",
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"Accept": "*/*",
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}
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try:
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response = get(url, headers=headers, timeout=10)
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if response.status_code != 200:
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raise ValueError(f"Got status code {response.status_code}")
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schema = response.text
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# try to parse schema, avoid SSRF attack
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ApiToolManageService.parser_api_schema(schema)
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except Exception:
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logger.exception("parse api schema error")
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raise ValueError("invalid schema, please check the url you provided")
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return {"schema": schema}
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@staticmethod
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def list_api_tool_provider_tools(user_id: str, tenant_id: str, provider_name: str) -> list[ToolApiEntity]:
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"""
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list api tool provider tools
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"""
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provider: ApiToolProvider | None = (
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db.session.query(ApiToolProvider)
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.where(
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ApiToolProvider.tenant_id == tenant_id,
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ApiToolProvider.name == provider_name,
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)
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.first()
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)
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if provider is None:
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raise ValueError(f"you have not added provider {provider_name}")
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controller = ToolTransformService.api_provider_to_controller(db_provider=provider)
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labels = ToolLabelManager.get_tool_labels(controller)
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return [
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ToolTransformService.convert_tool_entity_to_api_entity(
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tool_bundle,
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tenant_id=tenant_id,
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labels=labels,
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)
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for tool_bundle in provider.tools
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]
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@staticmethod
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def update_api_tool_provider(
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user_id: str,
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tenant_id: str,
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provider_name: str,
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original_provider: str,
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icon: dict,
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credentials: dict,
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schema_type: str,
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schema: str,
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privacy_policy: str,
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custom_disclaimer: str,
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labels: list[str],
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):
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"""
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update api tool provider
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"""
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if schema_type not in [member.value for member in ApiProviderSchemaType]:
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raise ValueError(f"invalid schema type {schema}")
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provider_name = provider_name.strip()
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# check if the provider exists
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provider = (
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db.session.query(ApiToolProvider)
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.where(
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ApiToolProvider.tenant_id == tenant_id,
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ApiToolProvider.name == original_provider,
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)
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.first()
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)
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if provider is None:
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raise ValueError(f"api provider {provider_name} does not exists")
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# parse openapi to tool bundle
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extra_info: dict[str, str] = {}
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# extra info like description will be set here
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tool_bundles, schema_type = ApiToolManageService.convert_schema_to_tool_bundles(schema, extra_info)
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# update db provider
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provider.name = provider_name
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provider.icon = json.dumps(icon)
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provider.schema = schema
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provider.description = extra_info.get("description", "")
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provider.schema_type_str = ApiProviderSchemaType.OPENAPI
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provider.tools_str = json.dumps(jsonable_encoder(tool_bundles))
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provider.privacy_policy = privacy_policy
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provider.custom_disclaimer = custom_disclaimer
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if "auth_type" not in credentials:
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raise ValueError("auth_type is required")
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# get auth type, none or api key
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auth_type = ApiProviderAuthType.value_of(credentials["auth_type"])
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# create provider entity
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provider_controller = ApiToolProviderController.from_db(provider, auth_type)
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# load tools into provider entity
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provider_controller.load_bundled_tools(tool_bundles)
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# get original credentials if exists
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encrypter, cache = create_tool_provider_encrypter(
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tenant_id=tenant_id,
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controller=provider_controller,
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)
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original_credentials = encrypter.decrypt(provider.credentials)
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masked_credentials = encrypter.mask_plugin_credentials(original_credentials)
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# check if the credential has changed, save the original credential
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for name, value in credentials.items():
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if name in masked_credentials and value == masked_credentials[name]:
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credentials[name] = original_credentials[name]
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credentials = dict(encrypter.encrypt(credentials))
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provider.credentials_str = json.dumps(credentials)
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db.session.add(provider)
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db.session.commit()
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# delete cache
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cache.delete()
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# update labels
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ToolLabelManager.update_tool_labels(provider_controller, labels)
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return {"result": "success"}
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@staticmethod
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def delete_api_tool_provider(user_id: str, tenant_id: str, provider_name: str):
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"""
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delete tool provider
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"""
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provider = (
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db.session.query(ApiToolProvider)
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.where(
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ApiToolProvider.tenant_id == tenant_id,
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ApiToolProvider.name == provider_name,
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)
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.first()
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)
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if provider is None:
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raise ValueError(f"you have not added provider {provider_name}")
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db.session.delete(provider)
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db.session.commit()
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return {"result": "success"}
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@staticmethod
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def get_api_tool_provider(user_id: str, tenant_id: str, provider: str):
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"""
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get api tool provider
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"""
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return ToolManager.user_get_api_provider(provider=provider, tenant_id=tenant_id)
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@staticmethod
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def test_api_tool_preview(
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tenant_id: str,
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provider_name: str,
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tool_name: str,
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credentials: dict,
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parameters: dict,
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schema_type: str,
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schema: str,
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):
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"""
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test api tool before adding api tool provider
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"""
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if schema_type not in [member.value for member in ApiProviderSchemaType]:
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raise ValueError(f"invalid schema type {schema_type}")
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try:
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tool_bundles, _ = ApiBasedToolSchemaParser.auto_parse_to_tool_bundle(schema)
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except Exception:
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raise ValueError("invalid schema")
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# get tool bundle
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tool_bundle = next(filter(lambda tb: tb.operation_id == tool_name, tool_bundles), None)
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if tool_bundle is None:
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raise ValueError(f"invalid tool name {tool_name}")
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db_provider = (
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db.session.query(ApiToolProvider)
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.where(
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ApiToolProvider.tenant_id == tenant_id,
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ApiToolProvider.name == provider_name,
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)
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.first()
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)
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if not db_provider:
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# create a fake db provider
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db_provider = ApiToolProvider(
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tenant_id="",
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user_id="",
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name="",
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icon="",
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schema=schema,
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description="",
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schema_type_str=ApiProviderSchemaType.OPENAPI,
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tools_str=json.dumps(jsonable_encoder(tool_bundles)),
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credentials_str=json.dumps(credentials),
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)
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if "auth_type" not in credentials:
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raise ValueError("auth_type is required")
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# get auth type, none or api key
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auth_type = ApiProviderAuthType.value_of(credentials["auth_type"])
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# create provider entity
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provider_controller = ApiToolProviderController.from_db(db_provider, auth_type)
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# load tools into provider entity
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provider_controller.load_bundled_tools(tool_bundles)
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# decrypt credentials
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if db_provider.id:
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encrypter, _ = create_tool_provider_encrypter(
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tenant_id=tenant_id,
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controller=provider_controller,
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)
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decrypted_credentials = encrypter.decrypt(credentials)
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# check if the credential has changed, save the original credential
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masked_credentials = encrypter.mask_plugin_credentials(decrypted_credentials)
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for name, value in credentials.items():
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if name in masked_credentials and value == masked_credentials[name]:
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credentials[name] = decrypted_credentials[name]
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try:
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provider_controller.validate_credentials_format(credentials)
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# get tool
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tool = provider_controller.get_tool(tool_name)
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tool = tool.fork_tool_runtime(
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runtime=ToolRuntime(
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credentials=credentials,
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tenant_id=tenant_id,
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)
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)
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result = tool.validate_credentials(credentials, parameters)
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except Exception as e:
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return {"error": str(e)}
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return {"result": result or "empty response"}
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@staticmethod
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def list_api_tools(tenant_id: str) -> list[ToolProviderApiEntity]:
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"""
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list api tools
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"""
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# get all api providers
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db_providers = db.session.scalars(select(ApiToolProvider).where(ApiToolProvider.tenant_id == tenant_id)).all()
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result: list[ToolProviderApiEntity] = []
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for provider in db_providers:
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# convert provider controller to user provider
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provider_controller = ToolTransformService.api_provider_to_controller(db_provider=provider)
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labels = ToolLabelManager.get_tool_labels(provider_controller)
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user_provider = ToolTransformService.api_provider_to_user_provider(
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provider_controller, db_provider=provider, decrypt_credentials=True
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)
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user_provider.labels = labels
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# add icon
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ToolTransformService.repack_provider(tenant_id=tenant_id, provider=user_provider)
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tools = provider_controller.get_tools(tenant_id=tenant_id)
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for tool in tools or []:
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user_provider.tools.append(
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ToolTransformService.convert_tool_entity_to_api_entity(
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tenant_id=tenant_id, tool=tool, labels=labels
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)
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)
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result.append(user_provider)
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return result
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