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Introduce Plugins (#13836)
Signed-off-by: yihong0618 <zouzou0208@gmail.com> Signed-off-by: -LAN- <laipz8200@outlook.com> Signed-off-by: xhe <xw897002528@gmail.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: takatost <takatost@gmail.com> Co-authored-by: kurokobo <kuro664@gmail.com> Co-authored-by: Novice Lee <novicelee@NoviPro.local> Co-authored-by: zxhlyh <jasonapring2015@outlook.com> Co-authored-by: AkaraChen <akarachen@outlook.com> Co-authored-by: Yi <yxiaoisme@gmail.com> Co-authored-by: Joel <iamjoel007@gmail.com> Co-authored-by: JzoNg <jzongcode@gmail.com> Co-authored-by: twwu <twwu@dify.ai> Co-authored-by: Hiroshi Fujita <fujita-h@users.noreply.github.com> Co-authored-by: AkaraChen <85140972+AkaraChen@users.noreply.github.com> Co-authored-by: NFish <douxc512@gmail.com> Co-authored-by: Wu Tianwei <30284043+WTW0313@users.noreply.github.com> Co-authored-by: 非法操作 <hjlarry@163.com> Co-authored-by: Novice <857526207@qq.com> Co-authored-by: Hiroki Nagai 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Chen <52963600+GareArc@users.noreply.github.com>
This commit is contained in:
Yeuoly
@@ -1,5 +1,6 @@
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import logging
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import uuid
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from collections.abc import Mapping
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from enum import StrEnum
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from typing import Optional
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from urllib.parse import urlparse
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@@ -7,22 +8,34 @@ from uuid import uuid4
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import yaml # type: ignore
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from packaging import version
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from pydantic import BaseModel
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from pydantic import BaseModel, Field
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from sqlalchemy import select
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from sqlalchemy.orm import Session
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from core.helper import ssrf_proxy
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from core.model_runtime.utils.encoders import jsonable_encoder
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from core.plugin.entities.plugin import PluginDependency
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from core.workflow.nodes.enums import NodeType
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from core.workflow.nodes.knowledge_retrieval.entities import KnowledgeRetrievalNodeData
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from core.workflow.nodes.llm.entities import LLMNodeData
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from core.workflow.nodes.parameter_extractor.entities import ParameterExtractorNodeData
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from core.workflow.nodes.question_classifier.entities import QuestionClassifierNodeData
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from core.workflow.nodes.tool.entities import ToolNodeData
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from events.app_event import app_model_config_was_updated, app_was_created
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from extensions.ext_redis import redis_client
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from factories import variable_factory
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from models import Account, App, AppMode
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from models.model import AppModelConfig
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from models.workflow import Workflow
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from services.plugin.dependencies_analysis import DependenciesAnalysisService
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from services.workflow_service import WorkflowService
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logger = logging.getLogger(__name__)
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IMPORT_INFO_REDIS_KEY_PREFIX = "app_import_info:"
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IMPORT_INFO_REDIS_EXPIRY = 180 # 3 minutes
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CHECK_DEPENDENCIES_REDIS_KEY_PREFIX = "app_check_dependencies:"
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IMPORT_INFO_REDIS_EXPIRY = 10 * 60 # 10 minutes
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DSL_MAX_SIZE = 10 * 1024 * 1024 # 10MB
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CURRENT_DSL_VERSION = "0.1.5"
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@@ -47,6 +60,10 @@ class Import(BaseModel):
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error: str = ""
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class CheckDependenciesResult(BaseModel):
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leaked_dependencies: list[PluginDependency] = Field(default_factory=list)
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def _check_version_compatibility(imported_version: str) -> ImportStatus:
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"""Determine import status based on version comparison"""
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try:
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@@ -76,6 +93,11 @@ class PendingData(BaseModel):
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app_id: str | None
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class CheckDependenciesPendingData(BaseModel):
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dependencies: list[PluginDependency]
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app_id: str | None
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class AppDslService:
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def __init__(self, session: Session):
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self._session = session
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@@ -113,7 +135,6 @@ class AppDslService:
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error="yaml_url is required when import_mode is yaml-url",
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)
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try:
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max_size = 10 * 1024 * 1024 # 10MB
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parsed_url = urlparse(yaml_url)
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if (
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parsed_url.scheme == "https"
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@@ -126,7 +147,7 @@ class AppDslService:
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response.raise_for_status()
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content = response.content.decode()
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if len(content) > max_size:
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if len(content) > DSL_MAX_SIZE:
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return Import(
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id=import_id,
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status=ImportStatus.FAILED,
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@@ -208,7 +229,7 @@ class AppDslService:
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# If major version mismatch, store import info in Redis
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if status == ImportStatus.PENDING:
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panding_data = PendingData(
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pending_data = PendingData(
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import_mode=import_mode,
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yaml_content=content,
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name=name,
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@@ -221,7 +242,7 @@ class AppDslService:
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redis_client.setex(
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f"{IMPORT_INFO_REDIS_KEY_PREFIX}{import_id}",
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IMPORT_INFO_REDIS_EXPIRY,
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panding_data.model_dump_json(),
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pending_data.model_dump_json(),
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)
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return Import(
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@@ -231,6 +252,22 @@ class AppDslService:
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imported_dsl_version=imported_version,
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)
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# Extract dependencies
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dependencies = data.get("dependencies", [])
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check_dependencies_pending_data = None
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if dependencies:
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check_dependencies_pending_data = [PluginDependency.model_validate(d) for d in dependencies]
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elif imported_version <= "0.1.5":
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if "workflow" in data:
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graph = data.get("workflow", {}).get("graph", {})
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dependencies_list = self._extract_dependencies_from_workflow_graph(graph)
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else:
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dependencies_list = self._extract_dependencies_from_model_config(data.get("model_config", {}))
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check_dependencies_pending_data = DependenciesAnalysisService.generate_latest_dependencies(
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dependencies_list
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)
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# Create or update app
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app = self._create_or_update_app(
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app=app,
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@@ -241,6 +278,7 @@ class AppDslService:
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icon_type=icon_type,
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icon=icon,
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icon_background=icon_background,
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dependencies=check_dependencies_pending_data,
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)
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return Import(
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@@ -325,6 +363,29 @@ class AppDslService:
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error=str(e),
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)
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def check_dependencies(
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self,
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*,
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app_model: App,
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) -> CheckDependenciesResult:
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"""Check dependencies"""
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# Get dependencies from Redis
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redis_key = f"{CHECK_DEPENDENCIES_REDIS_KEY_PREFIX}{app_model.id}"
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dependencies = redis_client.get(redis_key)
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if not dependencies:
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return CheckDependenciesResult()
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# Extract dependencies
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dependencies = CheckDependenciesPendingData.model_validate_json(dependencies)
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# Get leaked dependencies
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leaked_dependencies = DependenciesAnalysisService.get_leaked_dependencies(
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tenant_id=app_model.tenant_id, dependencies=dependencies.dependencies
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)
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return CheckDependenciesResult(
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leaked_dependencies=leaked_dependencies,
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)
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def _create_or_update_app(
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self,
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*,
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@@ -336,6 +397,7 @@ class AppDslService:
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icon_type: Optional[str] = None,
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icon: Optional[str] = None,
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icon_background: Optional[str] = None,
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dependencies: Optional[list[PluginDependency]] = None,
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) -> App:
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"""Create a new app or update an existing one."""
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app_data = data.get("app", {})
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@@ -384,6 +446,14 @@ class AppDslService:
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self._session.commit()
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app_was_created.send(app, account=account)
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# save dependencies
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if dependencies:
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redis_client.setex(
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f"{CHECK_DEPENDENCIES_REDIS_KEY_PREFIX}{app.id}",
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IMPORT_INFO_REDIS_EXPIRY,
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CheckDependenciesPendingData(app_id=app.id, dependencies=dependencies).model_dump_json(),
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)
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# Initialize app based on mode
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if app_mode in {AppMode.ADVANCED_CHAT, AppMode.WORKFLOW}:
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workflow_data = data.get("workflow")
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@@ -479,6 +549,13 @@ class AppDslService:
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raise ValueError("Missing draft workflow configuration, please check.")
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export_data["workflow"] = workflow.to_dict(include_secret=include_secret)
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dependencies = cls._extract_dependencies_from_workflow(workflow)
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export_data["dependencies"] = [
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jsonable_encoder(d.model_dump())
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for d in DependenciesAnalysisService.generate_dependencies(
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tenant_id=app_model.tenant_id, dependencies=dependencies
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)
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]
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@classmethod
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def _append_model_config_export_data(cls, export_data: dict, app_model: App) -> None:
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@@ -492,3 +569,154 @@ class AppDslService:
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raise ValueError("Missing app configuration, please check.")
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export_data["model_config"] = app_model_config.to_dict()
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dependencies = cls._extract_dependencies_from_model_config(app_model_config.to_dict())
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export_data["dependencies"] = [
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jsonable_encoder(d.model_dump())
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for d in DependenciesAnalysisService.generate_dependencies(
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tenant_id=app_model.tenant_id, dependencies=dependencies
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)
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]
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@classmethod
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def _extract_dependencies_from_workflow(cls, workflow: Workflow) -> list[str]:
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"""
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Extract dependencies from workflow
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:param workflow: Workflow instance
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:return: dependencies list format like ["langgenius/google"]
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"""
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graph = workflow.graph_dict
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dependencies = cls._extract_dependencies_from_workflow_graph(graph)
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return dependencies
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@classmethod
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def _extract_dependencies_from_workflow_graph(cls, graph: Mapping) -> list[str]:
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"""
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Extract dependencies from workflow graph
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:param graph: Workflow graph
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:return: dependencies list format like ["langgenius/google"]
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"""
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dependencies = []
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for node in graph.get("nodes", []):
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try:
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typ = node.get("data", {}).get("type")
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match typ:
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case NodeType.TOOL.value:
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tool_entity = ToolNodeData(**node["data"])
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dependencies.append(
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DependenciesAnalysisService.analyze_tool_dependency(tool_entity.provider_id),
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)
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case NodeType.LLM.value:
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llm_entity = LLMNodeData(**node["data"])
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dependencies.append(
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DependenciesAnalysisService.analyze_model_provider_dependency(llm_entity.model.provider),
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)
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case NodeType.QUESTION_CLASSIFIER.value:
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question_classifier_entity = QuestionClassifierNodeData(**node["data"])
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dependencies.append(
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DependenciesAnalysisService.analyze_model_provider_dependency(
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question_classifier_entity.model.provider
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),
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)
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case NodeType.PARAMETER_EXTRACTOR.value:
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parameter_extractor_entity = ParameterExtractorNodeData(**node["data"])
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dependencies.append(
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DependenciesAnalysisService.analyze_model_provider_dependency(
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parameter_extractor_entity.model.provider
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),
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)
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case NodeType.KNOWLEDGE_RETRIEVAL.value:
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knowledge_retrieval_entity = KnowledgeRetrievalNodeData(**node["data"])
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if knowledge_retrieval_entity.retrieval_mode == "multiple":
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if knowledge_retrieval_entity.multiple_retrieval_config:
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if (
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knowledge_retrieval_entity.multiple_retrieval_config.reranking_mode
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== "reranking_model"
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):
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if knowledge_retrieval_entity.multiple_retrieval_config.reranking_model:
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dependencies.append(
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DependenciesAnalysisService.analyze_model_provider_dependency(
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knowledge_retrieval_entity.multiple_retrieval_config.reranking_model.provider
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),
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)
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elif (
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knowledge_retrieval_entity.multiple_retrieval_config.reranking_mode
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== "weighted_score"
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):
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if knowledge_retrieval_entity.multiple_retrieval_config.weights:
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vector_setting = (
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knowledge_retrieval_entity.multiple_retrieval_config.weights.vector_setting
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)
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dependencies.append(
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DependenciesAnalysisService.analyze_model_provider_dependency(
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vector_setting.embedding_provider_name
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),
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)
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elif knowledge_retrieval_entity.retrieval_mode == "single":
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model_config = knowledge_retrieval_entity.single_retrieval_config
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if model_config:
|
||||
dependencies.append(
|
||||
DependenciesAnalysisService.analyze_model_provider_dependency(
|
||||
model_config.model.provider
|
||||
),
|
||||
)
|
||||
case _:
|
||||
# TODO: Handle default case or unknown node types
|
||||
pass
|
||||
except Exception as e:
|
||||
logger.exception("Error extracting node dependency", exc_info=e)
|
||||
|
||||
return dependencies
|
||||
|
||||
@classmethod
|
||||
def _extract_dependencies_from_model_config(cls, model_config: Mapping) -> list[str]:
|
||||
"""
|
||||
Extract dependencies from model config
|
||||
:param model_config: model config dict
|
||||
:return: dependencies list format like ["langgenius/google"]
|
||||
"""
|
||||
dependencies = []
|
||||
|
||||
try:
|
||||
# completion model
|
||||
model_dict = model_config.get("model", {})
|
||||
if model_dict:
|
||||
dependencies.append(
|
||||
DependenciesAnalysisService.analyze_model_provider_dependency(model_dict.get("provider", ""))
|
||||
)
|
||||
|
||||
# reranking model
|
||||
dataset_configs = model_config.get("dataset_configs", {})
|
||||
if dataset_configs:
|
||||
for dataset_config in dataset_configs.get("datasets", {}).get("datasets", []):
|
||||
if dataset_config.get("reranking_model"):
|
||||
dependencies.append(
|
||||
DependenciesAnalysisService.analyze_model_provider_dependency(
|
||||
dataset_config.get("reranking_model", {})
|
||||
.get("reranking_provider_name", {})
|
||||
.get("provider")
|
||||
)
|
||||
)
|
||||
|
||||
# tools
|
||||
agent_configs = model_config.get("agent_mode", {})
|
||||
if agent_configs:
|
||||
for agent_config in agent_configs.get("tools", []):
|
||||
dependencies.append(
|
||||
DependenciesAnalysisService.analyze_tool_dependency(agent_config.get("provider_id"))
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
logger.exception("Error extracting model config dependency", exc_info=e)
|
||||
|
||||
return dependencies
|
||||
|
||||
@classmethod
|
||||
def get_leaked_dependencies(cls, tenant_id: str, dsl_dependencies: list[dict]) -> list[PluginDependency]:
|
||||
"""
|
||||
Returns the leaked dependencies in current workspace
|
||||
"""
|
||||
dependencies = [PluginDependency(**dep) for dep in dsl_dependencies]
|
||||
if not dependencies:
|
||||
return []
|
||||
|
||||
return DependenciesAnalysisService.get_leaked_dependencies(tenant_id=tenant_id, dependencies=dependencies)
|
||||
|
||||
Reference in New Issue
Block a user