chore: dev with http2

.agents/skills/frontend-testing/SKILL.md

@@ -63,8 +63,7 @@ pnpm analyze-component <path> --review
 
 ### File Naming
 
-- Test files: `ComponentName.spec.tsx` inside a same-level `__tests__/` directory
-- Placement rule: Component, hook, and utility tests must live in a sibling `__tests__/` folder at the same level as the source under test. For example, `foo/index.tsx` maps to `foo/__tests__/index.spec.tsx`, and `foo/bar.ts` maps to `foo/__tests__/bar.spec.ts`.
+- Test files: `ComponentName.spec.tsx` (same directory as component)
 - Integration tests: `web/__tests__/` directory
 
 ## Test Structure Template

.agents/skills/frontend-testing/assets/component-test.template.tsx

@@ -41,7 +41,7 @@ import userEvent from '@testing-library/user-event'
 // Router (if component uses useRouter, usePathname, useSearchParams)
 // WHY: Isolates tests from Next.js routing, enables testing navigation behavior
 // const mockPush = vi.fn()
-// vi.mock('@/next/navigation', () => ({
+// vi.mock('next/navigation', () => ({
 //   useRouter: () => ({ push: mockPush }),
 //   usePathname: () => '/test-path',
 // }))

.gemini/config.yaml

@@ -1,13 +0,0 @@
-have_fun: false
-memory_config:
-  disabled: false
-code_review:
-  disable: true
-  comment_severity_threshold: MEDIUM
-  max_review_comments: -1
-  pull_request_opened:
-    help: false
-    summary: false
-    code_review: false
-    include_drafts: false
-ignore_patterns: []

.github/CODEOWNERS

@@ -36,7 +36,7 @@
 /api/core/workflow/graph/ @laipz8200 @QuantumGhost
 /api/core/workflow/graph_events/ @laipz8200 @QuantumGhost
 /api/core/workflow/node_events/ @laipz8200 @QuantumGhost
-/api/graphon/model_runtime/ @laipz8200 @WH-2099
+/api/dify_graph/model_runtime/ @laipz8200 @QuantumGhost
 
 # Backend - Workflow - Nodes (Agent, Iteration, Loop, LLM)
 /api/core/workflow/nodes/agent/ @Nov1c444

.github/actions/setup-web/action.yml

@@ -4,9 +4,10 @@ runs:
   using: composite
   steps:
     - name: Setup Vite+
-      uses: voidzero-dev/setup-vp@20553a7a7429c429a74894104a2835d7fed28a72 # v1.3.0
+      uses: voidzero-dev/setup-vp@b5d848f5a62488f3d3d920f8aa6ac318a60c5f07 # v1
       with:
-        working-directory: web
-        node-version-file: .nvmrc
+        node-version-file: "./web/.nvmrc"
         cache: true
-        run-install: true
+        run-install: |
+          - cwd: ./web
+            args: ['--frozen-lockfile']

.github/workflows/anti-slop.yml

@@ -12,7 +12,7 @@ jobs:
   anti-slop:
     runs-on: ubuntu-latest
     steps:
-      - uses: peakoss/anti-slop@85daca1880e9e1af197fc06ea03349daf08f4202 # v0.2.1
+      - uses: peakoss/anti-slop@v0
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           close-pr: false

.github/workflows/api-tests.yml

@@ -2,12 +2,6 @@ name: Run Pytest
 
 on:
   workflow_call:
-    secrets:
-      CODECOV_TOKEN:
-        required: false
-
-permissions:
-  contents: read
 
 concurrency:
   group: api-tests-${{ github.head_ref || github.run_id }}
@@ -17,8 +11,6 @@ jobs:
   test:
     name: API Tests
     runs-on: ubuntu-latest
-    env:
-      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
     defaults:
       run:
         shell: bash
@@ -32,11 +24,10 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
-          fetch-depth: 0
           persist-credentials: false
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@e06108dd0aef18192324c70427afc47652e63a82 # v7.5.0
         with:
           enable-cache: true
           python-version: ${{ matrix.python-version }}
@@ -88,12 +79,21 @@ jobs:
             api/tests/test_containers_integration_tests \
             api/tests/unit_tests
 
-      - name: Report coverage
-        if: ${{ env.CODECOV_TOKEN != '' && matrix.python-version == '3.12' }}
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5.5.3
-        with:
-          files: ./coverage.xml
-          disable_search: true
-          flags: api
-        env:
-          CODECOV_TOKEN: ${{ env.CODECOV_TOKEN }}
+      - name: Coverage Summary
+        run: |
+          set -x
+          # Extract coverage percentage and create a summary
+          TOTAL_COVERAGE=$(python -c 'import json; print(json.load(open("coverage.json"))["totals"]["percent_covered_display"])')
+
+          # Create a detailed coverage summary
+          echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
+          echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
+          {
+            echo ""
+            echo "<details><summary>File-level coverage (click to expand)</summary>"
+            echo ""
+            echo '```'
+            uv run --project api coverage report -m
+            echo '```'
+            echo "</details>"
+          } >> $GITHUB_STEP_SUMMARY

.github/workflows/autofix.yml

@@ -39,7 +39,7 @@ jobs:
         with:
           python-version: "3.11"
 
-      - uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+      - uses: astral-sh/setup-uv@e06108dd0aef18192324c70427afc47652e63a82 # v7.5.0
 
       - name: Generate Docker Compose
         if: steps.docker-compose-changes.outputs.any_changed == 'true'
@@ -94,6 +94,11 @@ jobs:
           find . -name "*.py" -type f -exec sed -i.bak -E 's/"([^"]+)" \| None/Optional["\1"]/g; s/'"'"'([^'"'"']+)'"'"' \| None/Optional['"'"'\1'"'"']/g' {} \;
           find . -name "*.py.bak" -type f -delete
 
+      # mdformat breaks YAML front matter in markdown files. Add --exclude for directories containing YAML front matter.
+      - name: mdformat
+        run: |
+          uvx --python 3.13 mdformat . --exclude ".agents/skills/**"
+
       - name: Setup web environment
         if: steps.web-changes.outputs.any_changed == 'true'
         uses: ./.github/actions/setup-web

.github/workflows/db-migration-test.yml

@@ -19,7 +19,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@e06108dd0aef18192324c70427afc47652e63a82 # v7.5.0
         with:
           enable-cache: true
           python-version: "3.12"
@@ -69,7 +69,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@e06108dd0aef18192324c70427afc47652e63a82 # v7.5.0
         with:
           enable-cache: true
           python-version: "3.12"

.github/workflows/main-ci.yml

@@ -56,14 +56,16 @@ jobs:
     needs: check-changes
     if: needs.check-changes.outputs.api-changed == 'true'
     uses: ./.github/workflows/api-tests.yml
-    secrets: inherit
 
   web-tests:
     name: Web Tests
     needs: check-changes
     if: needs.check-changes.outputs.web-changed == 'true'
     uses: ./.github/workflows/web-tests.yml
-    secrets: inherit
+    with:
+      base_sha: ${{ github.event.before || github.event.pull_request.base.sha }}
+      diff_range_mode: ${{ github.event.before && 'exact' || 'merge-base' }}
+      head_sha: ${{ github.event.after || github.event.pull_request.head.sha || github.sha }}
 
   style-check:
     name: Style Check

.github/workflows/pyrefly-diff.yml

@@ -22,7 +22,7 @@ jobs:
           fetch-depth: 0
 
       - name: Setup Python & UV
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@e06108dd0aef18192324c70427afc47652e63a82 # v7.5.0
         with:
           enable-cache: true
 

.github/workflows/style.yml

@@ -33,7 +33,7 @@ jobs:
 
       - name: Setup UV and Python
         if: steps.changed-files.outputs.any_changed == 'true'
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@e06108dd0aef18192324c70427afc47652e63a82 # v7.5.0
         with:
           enable-cache: false
           python-version: "3.12"
@@ -84,20 +84,20 @@ jobs:
         if: steps.changed-files.outputs.any_changed == 'true'
         uses: ./.github/actions/setup-web
 
-      - name: Restore ESLint cache
-        if: steps.changed-files.outputs.any_changed == 'true'
-        id: eslint-cache-restore
-        uses: actions/cache/restore@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
-        with:
-          path: web/.eslintcache
-          key: ${{ runner.os }}-web-eslint-${{ hashFiles('web/package.json', 'web/pnpm-lock.yaml', 'web/eslint.config.mjs', 'web/eslint.constants.mjs', 'web/plugins/eslint/**') }}-${{ github.sha }}
-          restore-keys: |
-            ${{ runner.os }}-web-eslint-${{ hashFiles('web/package.json', 'web/pnpm-lock.yaml', 'web/eslint.config.mjs', 'web/eslint.constants.mjs', 'web/plugins/eslint/**') }}-
-
       - name: Web style check
         if: steps.changed-files.outputs.any_changed == 'true'
         working-directory: ./web
-        run: vp run lint:ci
+        run: |
+          vp run lint:ci
+        # pnpm run lint:report
+        # continue-on-error: true
+
+      # - name: Annotate Code
+      #   if: steps.changed-files.outputs.any_changed == 'true' && github.event_name == 'pull_request'
+      #   uses: DerLev/eslint-annotations@51347b3a0abfb503fc8734d5ae31c4b151297fae
+      #   with:
+      #     eslint-report: web/eslint_report.json
+      #     github-token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Web tsslint
         if: steps.changed-files.outputs.any_changed == 'true'
@@ -114,13 +114,6 @@ jobs:
         working-directory: ./web
         run: vp run knip
 
-      - name: Save ESLint cache
-        if: steps.changed-files.outputs.any_changed == 'true' && success() && steps.eslint-cache-restore.outputs.cache-hit != 'true'
-        uses: actions/cache/save@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
-        with:
-          path: web/.eslintcache
-          key: ${{ steps.eslint-cache-restore.outputs.cache-primary-key }}
-
   superlinter:
     name: SuperLinter
     runs-on: ubuntu-latest

.github/workflows/translate-i18n-claude.yml

@@ -120,7 +120,7 @@ jobs:
 
       - name: Run Claude Code for Translation Sync
         if: steps.detect_changes.outputs.CHANGED_FILES != ''
-        uses: anthropics/claude-code-action@ff9acae5886d41a99ed4ec14b7dc147d55834722 # v1.0.77
+        uses: anthropics/claude-code-action@cd77b50d2b0808657f8e6774085c8bf54484351c # v1.0.72
         with:
           anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
           github_token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/vdb-tests.yml

@@ -31,7 +31,7 @@ jobs:
           remove_tool_cache: true
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        uses: astral-sh/setup-uv@e06108dd0aef18192324c70427afc47652e63a82 # v7.5.0
         with:
           enable-cache: true
           python-version: ${{ matrix.python-version }}

.github/workflows/web-tests.yml

@@ -2,9 +2,16 @@ name: Web Tests
 
 on:
   workflow_call:
-    secrets:
-      CODECOV_TOKEN:
+    inputs:
+      base_sha:
         required: false
+        type: string
+      diff_range_mode:
+        required: false
+        type: string
+      head_sha:
+        required: false
+        type: string
 
 permissions:
   contents: read
@@ -22,8 +29,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        shardIndex: [1, 2, 3, 4, 5, 6]
-        shardTotal: [6]
+        shardIndex: [1, 2, 3, 4]
+        shardTotal: [4]
     defaults:
       run:
         shell: bash
@@ -56,7 +63,7 @@ jobs:
     needs: [test]
     runs-on: ubuntu-latest
     env:
-      CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+      VITEST_COVERAGE_SCOPE: app-components
     defaults:
       run:
         shell: bash
@@ -80,16 +87,52 @@ jobs:
           merge-multiple: true
 
       - name: Merge reports
-        run: vp test --merge-reports --coverage --silent=passed-only
+        run: vp test --merge-reports --reporter=json --reporter=agent --coverage
 
-      - name: Report coverage
-        if: ${{ env.CODECOV_TOKEN != '' }}
-        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5.5.3
-        with:
-          directory: web/coverage
-          flags: web
+      - name: Report app/components baseline coverage
+        run: node ./scripts/report-components-coverage-baseline.mjs
+
+      - name: Report app/components test touch
         env:
-          CODECOV_TOKEN: ${{ env.CODECOV_TOKEN }}
+          BASE_SHA: ${{ inputs.base_sha }}
+          DIFF_RANGE_MODE: ${{ inputs.diff_range_mode }}
+          HEAD_SHA: ${{ inputs.head_sha }}
+        run: node ./scripts/report-components-test-touch.mjs
+
+      - name: Check app/components pure diff coverage
+        env:
+          BASE_SHA: ${{ inputs.base_sha }}
+          DIFF_RANGE_MODE: ${{ inputs.diff_range_mode }}
+          HEAD_SHA: ${{ inputs.head_sha }}
+        run: node ./scripts/check-components-diff-coverage.mjs
+
+      - name: Check Coverage Summary
+        if: always()
+        id: coverage-summary
+        run: |
+          set -eo pipefail
+
+          COVERAGE_FILE="coverage/coverage-final.json"
+          COVERAGE_SUMMARY_FILE="coverage/coverage-summary.json"
+
+          if [ -f "$COVERAGE_FILE" ] || [ -f "$COVERAGE_SUMMARY_FILE" ]; then
+            echo "has_coverage=true" >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+
+          echo "has_coverage=false" >> "$GITHUB_OUTPUT"
+          echo "### 🚨 app/components Diff Coverage" >> "$GITHUB_STEP_SUMMARY"
+          echo "" >> "$GITHUB_STEP_SUMMARY"
+          echo "Coverage artifacts not found. Ensure Vitest merge reports ran with coverage enabled." >> "$GITHUB_STEP_SUMMARY"
+
+      - name: Upload Coverage Artifact
+        if: steps.coverage-summary.outputs.has_coverage == 'true'
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
+        with:
+          name: web-coverage-report
+          path: web/coverage
+          retention-days: 30
+          if-no-files-found: error
 
   web-build:
     name: Web Build

CONTRIBUTING.md

@@ -97,8 +97,3 @@ Feel free to reach out if you encounter any issues during the setup process.
 ## Getting Help
 
 If you ever get stuck or get a burning question while contributing, simply shoot your queries our way via the related GitHub issue, or hop onto our [Discord](https://discord.gg/8Tpq4AcN9c) for a quick chat.
-
-## Automated Agent Contributions
-
-> [!NOTE]
-> If you are an automated agent， just add 🤖🤖🤖 to the end of the PR title to opt-in.

api/.env.example

@@ -353,9 +353,6 @@ BAIDU_VECTOR_DB_SHARD=1
 BAIDU_VECTOR_DB_REPLICAS=3
 BAIDU_VECTOR_DB_INVERTED_INDEX_ANALYZER=DEFAULT_ANALYZER
 BAIDU_VECTOR_DB_INVERTED_INDEX_PARSER_MODE=COARSE_MODE
-BAIDU_VECTOR_DB_AUTO_BUILD_ROW_COUNT_INCREMENT=500
-BAIDU_VECTOR_DB_AUTO_BUILD_ROW_COUNT_INCREMENT_RATIO=0.05
-BAIDU_VECTOR_DB_REBUILD_INDEX_TIMEOUT_IN_SECONDS=300
 
 # Upstash configuration
 UPSTASH_VECTOR_URL=your-server-url

api/.importlinter

@@ -1,14 +1,10 @@
 [importlinter]
 root_packages =
     core
-    constants
-    context
-    graphon
+    dify_graph
     configs
     controllers
     extensions
-    factories
-    libs
     models
     tasks
     services
@@ -26,30 +22,40 @@ layers =
     runtime
     entities
 containers =
-    graphon
+    dify_graph
 ignore_imports =
-    graphon.nodes.base.node -> graphon.graph_events
-    graphon.nodes.iteration.iteration_node -> graphon.graph_events
-    graphon.nodes.loop.loop_node -> graphon.graph_events
+    dify_graph.nodes.base.node -> dify_graph.graph_events
+    dify_graph.nodes.iteration.iteration_node -> dify_graph.graph_events
+    dify_graph.nodes.loop.loop_node -> dify_graph.graph_events
 
-    graphon.nodes.iteration.iteration_node -> graphon.graph_engine
-    graphon.nodes.loop.loop_node -> graphon.graph_engine
+    dify_graph.nodes.iteration.iteration_node -> dify_graph.graph_engine
+    dify_graph.nodes.loop.loop_node -> dify_graph.graph_engine
     # TODO(QuantumGhost): fix the import violation later
-    graphon.entities.pause_reason -> graphon.nodes.human_input.entities
+    dify_graph.entities.pause_reason -> dify_graph.nodes.human_input.entities
+
+[importlinter:contract:workflow-infrastructure-dependencies]
+name = Workflow Infrastructure Dependencies
+type = forbidden
+source_modules =
+    dify_graph
+forbidden_modules =
+    extensions.ext_database
+    extensions.ext_redis
+allow_indirect_imports = True
+ignore_imports =
+    dify_graph.nodes.llm.node -> extensions.ext_database
+    dify_graph.model_runtime.model_providers.__base.ai_model -> extensions.ext_redis
+    dify_graph.model_runtime.model_providers.model_provider_factory -> extensions.ext_redis
 
 [importlinter:contract:workflow-external-imports]
 name = Workflow External Imports
 type = forbidden
 source_modules =
-    graphon
+    dify_graph
 forbidden_modules =
-    constants
     configs
-    context
     controllers
     extensions
-    factories
-    libs
     models
     services
     tasks
@@ -82,14 +88,46 @@ forbidden_modules =
     core.tools
     core.trigger
     core.variables
-
-[importlinter:contract:workflow-third-party-imports]
-name = Workflow Third-Party Imports
-type = forbidden
-source_modules =
-    graphon
-forbidden_modules =
-    sqlalchemy
+ignore_imports =
+    dify_graph.nodes.llm.llm_utils -> core.model_manager
+    dify_graph.nodes.llm.protocols -> core.model_manager
+    dify_graph.nodes.llm.llm_utils -> dify_graph.model_runtime.model_providers.__base.large_language_model
+    dify_graph.nodes.llm.node -> core.tools.signature
+    dify_graph.nodes.tool.tool_node -> core.callback_handler.workflow_tool_callback_handler
+    dify_graph.nodes.tool.tool_node -> core.tools.tool_engine
+    dify_graph.nodes.tool.tool_node -> core.tools.tool_manager
+    dify_graph.nodes.parameter_extractor.parameter_extractor_node -> core.prompt.advanced_prompt_transform
+    dify_graph.nodes.parameter_extractor.parameter_extractor_node -> core.prompt.simple_prompt_transform
+    dify_graph.nodes.parameter_extractor.parameter_extractor_node -> dify_graph.model_runtime.model_providers.__base.large_language_model
+    dify_graph.nodes.question_classifier.question_classifier_node -> core.prompt.simple_prompt_transform
+    dify_graph.nodes.parameter_extractor.parameter_extractor_node -> core.model_manager
+    dify_graph.nodes.question_classifier.question_classifier_node -> core.model_manager
+    dify_graph.nodes.tool.tool_node -> core.tools.utils.message_transformer
+    dify_graph.nodes.llm.node -> core.llm_generator.output_parser.errors
+    dify_graph.nodes.llm.node -> core.llm_generator.output_parser.structured_output
+    dify_graph.nodes.llm.node -> core.model_manager
+    dify_graph.nodes.llm.entities -> core.prompt.entities.advanced_prompt_entities
+    dify_graph.nodes.llm.node -> core.prompt.entities.advanced_prompt_entities
+    dify_graph.nodes.llm.node -> core.prompt.utils.prompt_message_util
+    dify_graph.nodes.parameter_extractor.entities -> core.prompt.entities.advanced_prompt_entities
+    dify_graph.nodes.parameter_extractor.parameter_extractor_node -> core.prompt.entities.advanced_prompt_entities
+    dify_graph.nodes.parameter_extractor.parameter_extractor_node -> core.prompt.utils.prompt_message_util
+    dify_graph.nodes.question_classifier.entities -> core.prompt.entities.advanced_prompt_entities
+    dify_graph.nodes.question_classifier.question_classifier_node -> core.prompt.utils.prompt_message_util
+    dify_graph.nodes.llm.node -> models.dataset
+    dify_graph.nodes.llm.file_saver -> core.tools.signature
+    dify_graph.nodes.llm.file_saver -> core.tools.tool_file_manager
+    dify_graph.nodes.tool.tool_node -> core.tools.errors
+    dify_graph.nodes.llm.node -> extensions.ext_database
+    dify_graph.nodes.llm.node -> models.model
+    dify_graph.nodes.tool.tool_node -> services
+    dify_graph.model_runtime.model_providers.__base.ai_model -> configs
+    dify_graph.model_runtime.model_providers.__base.ai_model -> extensions.ext_redis
+    dify_graph.model_runtime.model_providers.__base.large_language_model -> configs
+    dify_graph.model_runtime.model_providers.__base.text_embedding_model -> core.entities.embedding_type
+    dify_graph.model_runtime.model_providers.model_provider_factory -> configs
+    dify_graph.model_runtime.model_providers.model_provider_factory -> extensions.ext_redis
+    dify_graph.model_runtime.model_providers.model_provider_factory -> models.provider_ids
 
 [importlinter:contract:rsc]
 name = RSC
@@ -98,7 +136,7 @@ layers =
     graph_engine
     response_coordinator
 containers =
-    graphon.graph_engine
+    dify_graph.graph_engine
 
 [importlinter:contract:worker]
 name = Worker
@@ -107,7 +145,7 @@ layers =
     graph_engine
     worker
 containers =
-    graphon.graph_engine
+    dify_graph.graph_engine
 
 [importlinter:contract:graph-engine-architecture]
 name = Graph Engine Architecture
@@ -123,28 +161,28 @@ layers =
     worker_management
     domain
 containers =
-    graphon.graph_engine
+    dify_graph.graph_engine
 
 [importlinter:contract:domain-isolation]
 name = Domain Model Isolation
 type = forbidden
 source_modules =
-    graphon.graph_engine.domain
+    dify_graph.graph_engine.domain
 forbidden_modules =
-    graphon.graph_engine.worker_management
-    graphon.graph_engine.command_channels
-    graphon.graph_engine.layers
-    graphon.graph_engine.protocols
+    dify_graph.graph_engine.worker_management
+    dify_graph.graph_engine.command_channels
+    dify_graph.graph_engine.layers
+    dify_graph.graph_engine.protocols
 
 [importlinter:contract:worker-management]
 name = Worker Management
 type = forbidden
 source_modules =
-    graphon.graph_engine.worker_management
+    dify_graph.graph_engine.worker_management
 forbidden_modules =
-    graphon.graph_engine.orchestration
-    graphon.graph_engine.command_processing
-    graphon.graph_engine.event_management
+    dify_graph.graph_engine.orchestration
+    dify_graph.graph_engine.command_processing
+    dify_graph.graph_engine.event_management
 
 
 [importlinter:contract:graph-traversal-components]
@@ -154,11 +192,11 @@ layers =
     edge_processor
     skip_propagator
 containers =
-    graphon.graph_engine.graph_traversal
+    dify_graph.graph_engine.graph_traversal
 
 [importlinter:contract:command-channels]
 name = Command Channels Independence
 type = independence
 modules =
-    graphon.graph_engine.command_channels.in_memory_channel
-    graphon.graph_engine.command_channels.redis_channel
+    dify_graph.graph_engine.command_channels.in_memory_channel
+    dify_graph.graph_engine.command_channels.redis_channel

api/.ruff.toml

@@ -100,7 +100,7 @@ ignore = [
 "configs/*" = [
     "N802", # invalid-function-name
 ]
-"graphon/model_runtime/callbacks/base_callback.py" = ["T201"]
+"dify_graph/model_runtime/callbacks/base_callback.py" = ["T201"]
 "core/workflow/callbacks/workflow_logging_callback.py" = ["T201"]
 "libs/gmpy2_pkcs10aep_cipher.py" = [
     "N803", # invalid-argument-name

api/AGENTS.md

@@ -78,7 +78,7 @@ class UserProfile(TypedDict):
     nickname: NotRequired[str]
 ```
 
-- For classes, declare all member variables explicitly with types at the top of the class body (before `__init__`), even when the class is not a dataclass or Pydantic model, so the class shape is obvious at a glance:
+- For classes, declare member variables at the top of the class body (before `__init__`) so the class shape is obvious at a glance:
 
 ```python
 from datetime import datetime

api/commands/plugin.py

@@ -1,11 +1,9 @@
 import json
 import logging
-from typing import Any, cast
+from typing import Any
 
 import click
 from pydantic import TypeAdapter
-from sqlalchemy import delete, select
-from sqlalchemy.engine import CursorResult
 
 from configs import dify_config
 from core.helper import encrypter
@@ -50,15 +48,14 @@ def setup_system_tool_oauth_client(provider, client_params):
         click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
         return
 
-    deleted_count = cast(
-        CursorResult,
-        db.session.execute(
-            delete(ToolOAuthSystemClient).where(
-                ToolOAuthSystemClient.provider == provider_name,
-                ToolOAuthSystemClient.plugin_id == plugin_id,
-            )
-        ),
-    ).rowcount
+    deleted_count = (
+        db.session.query(ToolOAuthSystemClient)
+        .filter_by(
+            provider=provider_name,
+            plugin_id=plugin_id,
+        )
+        .delete()
+    )
     if deleted_count > 0:
         click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
 
@@ -100,15 +97,14 @@ def setup_system_trigger_oauth_client(provider, client_params):
         click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
         return
 
-    deleted_count = cast(
-        CursorResult,
-        db.session.execute(
-            delete(TriggerOAuthSystemClient).where(
-                TriggerOAuthSystemClient.provider == provider_name,
-                TriggerOAuthSystemClient.plugin_id == plugin_id,
-            )
-        ),
-    ).rowcount
+    deleted_count = (
+        db.session.query(TriggerOAuthSystemClient)
+        .filter_by(
+            provider=provider_name,
+            plugin_id=plugin_id,
+        )
+        .delete()
+    )
     if deleted_count > 0:
         click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
 
@@ -143,15 +139,14 @@ def setup_datasource_oauth_client(provider, client_params):
         return
 
     click.echo(click.style(f"Ready to delete existing oauth client params: {provider_name}", fg="yellow"))
-    deleted_count = cast(
-        CursorResult,
-        db.session.execute(
-            delete(DatasourceOauthParamConfig).where(
-                DatasourceOauthParamConfig.provider == provider_name,
-                DatasourceOauthParamConfig.plugin_id == plugin_id,
-            )
-        ),
-    ).rowcount
+    deleted_count = (
+        db.session.query(DatasourceOauthParamConfig)
+        .filter_by(
+            provider=provider_name,
+            plugin_id=plugin_id,
+        )
+        .delete()
+    )
     if deleted_count > 0:
         click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
 
@@ -197,9 +192,7 @@ def transform_datasource_credentials(environment: str):
 
         # deal notion credentials
         deal_notion_count = 0
-        notion_credentials = db.session.scalars(
-            select(DataSourceOauthBinding).where(DataSourceOauthBinding.provider == "notion")
-        ).all()
+        notion_credentials = db.session.query(DataSourceOauthBinding).filter_by(provider="notion").all()
         if notion_credentials:
             notion_credentials_tenant_mapping: dict[str, list[DataSourceOauthBinding]] = {}
             for notion_credential in notion_credentials:
@@ -208,7 +201,7 @@ def transform_datasource_credentials(environment: str):
                     notion_credentials_tenant_mapping[tenant_id] = []
                 notion_credentials_tenant_mapping[tenant_id].append(notion_credential)
             for tenant_id, notion_tenant_credentials in notion_credentials_tenant_mapping.items():
-                tenant = db.session.scalar(select(Tenant).where(Tenant.id == tenant_id))
+                tenant = db.session.query(Tenant).filter_by(id=tenant_id).first()
                 if not tenant:
                     continue
                 try:
@@ -257,9 +250,7 @@ def transform_datasource_credentials(environment: str):
                 db.session.commit()
         # deal firecrawl credentials
         deal_firecrawl_count = 0
-        firecrawl_credentials = db.session.scalars(
-            select(DataSourceApiKeyAuthBinding).where(DataSourceApiKeyAuthBinding.provider == "firecrawl")
-        ).all()
+        firecrawl_credentials = db.session.query(DataSourceApiKeyAuthBinding).filter_by(provider="firecrawl").all()
         if firecrawl_credentials:
             firecrawl_credentials_tenant_mapping: dict[str, list[DataSourceApiKeyAuthBinding]] = {}
             for firecrawl_credential in firecrawl_credentials:
@@ -268,7 +259,7 @@ def transform_datasource_credentials(environment: str):
                     firecrawl_credentials_tenant_mapping[tenant_id] = []
                 firecrawl_credentials_tenant_mapping[tenant_id].append(firecrawl_credential)
             for tenant_id, firecrawl_tenant_credentials in firecrawl_credentials_tenant_mapping.items():
-                tenant = db.session.scalar(select(Tenant).where(Tenant.id == tenant_id))
+                tenant = db.session.query(Tenant).filter_by(id=tenant_id).first()
                 if not tenant:
                     continue
                 try:
@@ -321,9 +312,7 @@ def transform_datasource_credentials(environment: str):
                 db.session.commit()
         # deal jina credentials
         deal_jina_count = 0
-        jina_credentials = db.session.scalars(
-            select(DataSourceApiKeyAuthBinding).where(DataSourceApiKeyAuthBinding.provider == "jinareader")
-        ).all()
+        jina_credentials = db.session.query(DataSourceApiKeyAuthBinding).filter_by(provider="jinareader").all()
         if jina_credentials:
             jina_credentials_tenant_mapping: dict[str, list[DataSourceApiKeyAuthBinding]] = {}
             for jina_credential in jina_credentials:
@@ -332,7 +321,7 @@ def transform_datasource_credentials(environment: str):
                     jina_credentials_tenant_mapping[tenant_id] = []
                 jina_credentials_tenant_mapping[tenant_id].append(jina_credential)
             for tenant_id, jina_tenant_credentials in jina_credentials_tenant_mapping.items():
-                tenant = db.session.scalar(select(Tenant).where(Tenant.id == tenant_id))
+                tenant = db.session.query(Tenant).filter_by(id=tenant_id).first()
                 if not tenant:
                     continue
                 try:

api/commands/storage.py

@@ -1,10 +1,7 @@
 import json
-from typing import cast
 
 import click
 import sqlalchemy as sa
-from sqlalchemy import update
-from sqlalchemy.engine import CursorResult
 
 from configs import dify_config
 from extensions.ext_database import db
@@ -743,17 +740,14 @@ def migrate_oss(
         else:
             try:
                 source_storage_type = StorageType.LOCAL if is_source_local else StorageType.OPENDAL
-                updated = cast(
-                    CursorResult,
-                    db.session.execute(
-                        update(UploadFile)
-                        .where(
-                            UploadFile.storage_type == source_storage_type,
-                            UploadFile.key.in_(copied_upload_file_keys),
-                        )
-                        .values(storage_type=dify_config.STORAGE_TYPE)
-                    ),
-                ).rowcount
+                updated = (
+                    db.session.query(UploadFile)
+                    .where(
+                        UploadFile.storage_type == source_storage_type,
+                        UploadFile.key.in_(copied_upload_file_keys),
+                    )
+                    .update({UploadFile.storage_type: dify_config.STORAGE_TYPE}, synchronize_session=False)
+                )
                 db.session.commit()
                 click.echo(click.style(f"Updated storage_type for {updated} upload_files records.", fg="green"))
             except Exception as e:

api/commands/system.py

@@ -2,7 +2,6 @@ import logging
 
 import click
 import sqlalchemy as sa
-from sqlalchemy import delete, select, update
 from sqlalchemy.orm import sessionmaker
 
 from configs import dify_config
@@ -42,7 +41,7 @@ def reset_encrypt_key_pair():
         click.echo(click.style("This command is only for SELF_HOSTED installations.", fg="red"))
         return
     with sessionmaker(db.engine, expire_on_commit=False).begin() as session:
-        tenants = session.scalars(select(Tenant)).all()
+        tenants = session.query(Tenant).all()
         for tenant in tenants:
             if not tenant:
                 click.echo(click.style("No workspaces found. Run /install first.", fg="red"))
@@ -50,8 +49,8 @@ def reset_encrypt_key_pair():
 
             tenant.encrypt_public_key = generate_key_pair(tenant.id)
 
-            session.execute(delete(Provider).where(Provider.provider_type == "custom", Provider.tenant_id == tenant.id))
-            session.execute(delete(ProviderModel).where(ProviderModel.tenant_id == tenant.id))
+            session.query(Provider).where(Provider.provider_type == "custom", Provider.tenant_id == tenant.id).delete()
+            session.query(ProviderModel).where(ProviderModel.tenant_id == tenant.id).delete()
 
             click.echo(
                 click.style(
@@ -94,7 +93,7 @@ def convert_to_agent_apps():
                 app_id = str(i.id)
                 if app_id not in proceeded_app_ids:
                     proceeded_app_ids.append(app_id)
-                    app = db.session.scalar(select(App).where(App.id == app_id))
+                    app = db.session.query(App).where(App.id == app_id).first()
                     if app is not None:
                         apps.append(app)
 
@@ -109,8 +108,8 @@ def convert_to_agent_apps():
                 db.session.commit()
 
                 # update conversation mode to agent
-                db.session.execute(
-                    update(Conversation).where(Conversation.app_id == app.id).values(mode=AppMode.AGENT_CHAT)
+                db.session.query(Conversation).where(Conversation.app_id == app.id).update(
+                    {Conversation.mode: AppMode.AGENT_CHAT}
                 )
 
                 db.session.commit()
@@ -178,7 +177,7 @@ where sites.id is null limit 1000"""
                     continue
 
                 try:
-                    app = db.session.scalar(select(App).where(App.id == app_id))
+                    app = db.session.query(App).where(App.id == app_id).first()
                     if not app:
                         logger.info("App %s not found", app_id)
                         continue

api/commands/vector.py

@@ -10,12 +10,10 @@ from configs import dify_config
 from core.rag.datasource.vdb.vector_factory import Vector
 from core.rag.datasource.vdb.vector_type import VectorType
 from core.rag.index_processor.constant.built_in_field import BuiltInField
-from core.rag.index_processor.constant.index_type import IndexStructureType, IndexTechniqueType
 from core.rag.models.document import ChildDocument, Document
 from extensions.ext_database import db
 from models.dataset import Dataset, DatasetCollectionBinding, DatasetMetadata, DatasetMetadataBinding, DocumentSegment
 from models.dataset import Document as DatasetDocument
-from models.enums import DatasetMetadataType, IndexingStatus, SegmentStatus
 from models.model import App, AppAnnotationSetting, MessageAnnotation
 
 
@@ -42,13 +40,14 @@ def migrate_annotation_vector_database():
             # get apps info
             per_page = 50
             with sessionmaker(db.engine, expire_on_commit=False).begin() as session:
-                apps = session.scalars(
-                    select(App)
+                apps = (
+                    session.query(App)
                     .where(App.status == "normal")
                     .order_by(App.created_at.desc())
                     .limit(per_page)
                     .offset((page - 1) * per_page)
-                ).all()
+                    .all()
+                )
             if not apps:
                 break
         except SQLAlchemyError:
@@ -63,8 +62,8 @@ def migrate_annotation_vector_database():
             try:
                 click.echo(f"Creating app annotation index: {app.id}")
                 with sessionmaker(db.engine, expire_on_commit=False).begin() as session:
-                    app_annotation_setting = session.scalar(
-                        select(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app.id).limit(1)
+                    app_annotation_setting = (
+                        session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app.id).first()
                     )
 
                     if not app_annotation_setting:
@@ -72,10 +71,10 @@ def migrate_annotation_vector_database():
                         click.echo(f"App annotation setting disabled: {app.id}")
                         continue
                     # get dataset_collection_binding info
-                    dataset_collection_binding = session.scalar(
-                        select(DatasetCollectionBinding).where(
-                            DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id
-                        )
+                    dataset_collection_binding = (
+                        session.query(DatasetCollectionBinding)
+                        .where(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
+                        .first()
                     )
                     if not dataset_collection_binding:
                         click.echo(f"App annotation collection binding not found: {app.id}")
@@ -86,7 +85,7 @@ def migrate_annotation_vector_database():
                 dataset = Dataset(
                     id=app.id,
                     tenant_id=app.tenant_id,
-                    indexing_technique=IndexTechniqueType.HIGH_QUALITY,
+                    indexing_technique="high_quality",
                     embedding_model_provider=dataset_collection_binding.provider_name,
                     embedding_model=dataset_collection_binding.model_name,
                     collection_binding_id=dataset_collection_binding.id,
@@ -178,9 +177,7 @@ def migrate_knowledge_vector_database():
     while True:
         try:
             stmt = (
-                select(Dataset)
-                .where(Dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY)
-                .order_by(Dataset.created_at.desc())
+                select(Dataset).where(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
             )
 
             datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
@@ -207,11 +204,11 @@ def migrate_knowledge_vector_database():
                     collection_name = Dataset.gen_collection_name_by_id(dataset_id)
                 elif vector_type == VectorType.QDRANT:
                     if dataset.collection_binding_id:
-                        dataset_collection_binding = db.session.execute(
-                            select(DatasetCollectionBinding).where(
-                                DatasetCollectionBinding.id == dataset.collection_binding_id
-                            )
-                        ).scalar_one_or_none()
+                        dataset_collection_binding = (
+                            db.session.query(DatasetCollectionBinding)
+                            .where(DatasetCollectionBinding.id == dataset.collection_binding_id)
+                            .one_or_none()
+                        )
                         if dataset_collection_binding:
                             collection_name = dataset_collection_binding.collection_name
                         else:
@@ -245,7 +242,7 @@ def migrate_knowledge_vector_database():
                 dataset_documents = db.session.scalars(
                     select(DatasetDocument).where(
                         DatasetDocument.dataset_id == dataset.id,
-                        DatasetDocument.indexing_status == IndexingStatus.COMPLETED,
+                        DatasetDocument.indexing_status == "completed",
                         DatasetDocument.enabled == True,
                         DatasetDocument.archived == False,
                     )
@@ -257,7 +254,7 @@ def migrate_knowledge_vector_database():
                     segments = db.session.scalars(
                         select(DocumentSegment).where(
                             DocumentSegment.document_id == dataset_document.id,
-                            DocumentSegment.status == SegmentStatus.COMPLETED,
+                            DocumentSegment.status == "completed",
                             DocumentSegment.enabled == True,
                         )
                     ).all()
@@ -272,7 +269,7 @@ def migrate_knowledge_vector_database():
                                 "dataset_id": segment.dataset_id,
                             },
                         )
-                        if dataset_document.doc_form == IndexStructureType.PARENT_CHILD_INDEX:
+                        if dataset_document.doc_form == "hierarchical_model":
                             child_chunks = segment.get_child_chunks()
                             if child_chunks:
                                 child_documents = []
@@ -336,7 +333,7 @@ def add_qdrant_index(field: str):
     create_count = 0
 
     try:
-        bindings = db.session.scalars(select(DatasetCollectionBinding)).all()
+        bindings = db.session.query(DatasetCollectionBinding).all()
         if not bindings:
             click.echo(click.style("No dataset collection bindings found.", fg="red"))
             return
@@ -423,22 +420,22 @@ def old_metadata_migration():
                         if field.value == key:
                             break
                     else:
-                        dataset_metadata = db.session.scalar(
-                            select(DatasetMetadata)
+                        dataset_metadata = (
+                            db.session.query(DatasetMetadata)
                             .where(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
-                            .limit(1)
+                            .first()
                         )
                         if not dataset_metadata:
                             dataset_metadata = DatasetMetadata(
                                 tenant_id=document.tenant_id,
                                 dataset_id=document.dataset_id,
                                 name=key,
-                                type=DatasetMetadataType.STRING,
+                                type="string",
                                 created_by=document.created_by,
                             )
                             db.session.add(dataset_metadata)
                             db.session.flush()
-                            dataset_metadata_binding: DatasetMetadataBinding | None = DatasetMetadataBinding(
+                            dataset_metadata_binding = DatasetMetadataBinding(
                                 tenant_id=document.tenant_id,
                                 dataset_id=document.dataset_id,
                                 metadata_id=dataset_metadata.id,
@@ -447,14 +444,14 @@ def old_metadata_migration():
                             )
                             db.session.add(dataset_metadata_binding)
                         else:
-                            dataset_metadata_binding = db.session.scalar(
-                                select(DatasetMetadataBinding)
+                            dataset_metadata_binding = (
+                                db.session.query(DatasetMetadataBinding)  # type: ignore
                                 .where(
                                     DatasetMetadataBinding.dataset_id == document.dataset_id,
                                     DatasetMetadataBinding.document_id == document.id,
                                     DatasetMetadataBinding.metadata_id == dataset_metadata.id,
                                 )
-                                .limit(1)
+                                .first()
                             )
                             if not dataset_metadata_binding:
                                 dataset_metadata_binding = DatasetMetadataBinding(

api/configs/middleware/cache/redis_config.py

@@ -1,4 +1,4 @@
-from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt, field_validator
+from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt
 from pydantic_settings import BaseSettings
 
 
@@ -116,13 +116,3 @@ class RedisConfig(BaseSettings):
         description="Maximum connections in the Redis connection pool (unset for library default)",
         default=None,
     )
-
-    @field_validator("REDIS_MAX_CONNECTIONS", mode="before")
-    @classmethod
-    def _empty_string_to_none_for_max_conns(cls, v):
-        """Allow empty string in env/.env to mean 'unset' (None)."""
-        if v is None:
-            return None
-        if isinstance(v, str) and v.strip() == "":
-            return None
-        return v

api/configs/middleware/cache/redis_pubsub_config.py

@@ -1,4 +1,4 @@
-from typing import Literal, Protocol, cast
+from typing import Literal, Protocol
 from urllib.parse import quote_plus, urlunparse
 
 from pydantic import AliasChoices, Field
@@ -12,13 +12,16 @@ class RedisConfigDefaults(Protocol):
     REDIS_PASSWORD: str | None
     REDIS_DB: int
     REDIS_USE_SSL: bool
+    REDIS_USE_SENTINEL: bool | None
+    REDIS_USE_CLUSTERS: bool
 
 
-def _redis_defaults(config: object) -> RedisConfigDefaults:
-    return cast(RedisConfigDefaults, config)
+class RedisConfigDefaultsMixin:
+    def _redis_defaults(self: RedisConfigDefaults) -> RedisConfigDefaults:
+        return self
 
 
-class RedisPubSubConfig(BaseSettings):
+class RedisPubSubConfig(BaseSettings, RedisConfigDefaultsMixin):
     """
     Configuration settings for event transport between API and workers.
 
@@ -71,7 +74,7 @@ class RedisPubSubConfig(BaseSettings):
     )
 
     def _build_default_pubsub_url(self) -> str:
-        defaults = _redis_defaults(self)
+        defaults = self._redis_defaults()
         if not defaults.REDIS_HOST or not defaults.REDIS_PORT:
             raise ValueError("PUBSUB_REDIS_URL must be set when default Redis URL cannot be constructed")
 
@@ -88,9 +91,11 @@ class RedisPubSubConfig(BaseSettings):
         if userinfo:
             userinfo = f"{userinfo}@"
 
+        host = defaults.REDIS_HOST
+        port = defaults.REDIS_PORT
         db = defaults.REDIS_DB
 
-        netloc = f"{userinfo}{defaults.REDIS_HOST}:{defaults.REDIS_PORT}"
+        netloc = f"{userinfo}{host}:{port}"
         return urlunparse((scheme, netloc, f"/{db}", "", "", ""))
 
     @property

api/configs/middleware/vdb/baidu_vector_config.py

@@ -51,18 +51,3 @@ class BaiduVectorDBConfig(BaseSettings):
         description="Parser mode for inverted index in Baidu Vector Database (default is COARSE_MODE)",
         default="COARSE_MODE",
     )
-
-    BAIDU_VECTOR_DB_AUTO_BUILD_ROW_COUNT_INCREMENT: int = Field(
-        description="Auto build row count increment threshold (default is 500)",
-        default=500,
-    )
-
-    BAIDU_VECTOR_DB_AUTO_BUILD_ROW_COUNT_INCREMENT_RATIO: float = Field(
-        description="Auto build row count increment ratio threshold (default is 0.05)",
-        default=0.05,
-    )
-
-    BAIDU_VECTOR_DB_REBUILD_INDEX_TIMEOUT_IN_SECONDS: int = Field(
-        description="Timeout in seconds for rebuilding the index in Baidu Vector Database (default is 3600 seconds)",
-        default=300,
-    )

api/context/__init__.py

@@ -1,36 +1,74 @@
 """
-Application-layer context adapters.
+Core Context - Framework-agnostic context management.
 
-Concrete execution-context implementations live here so `graphon` only
-depends on injected context managers rather than framework state capture.
+This module provides context management that is independent of any specific
+web framework. Framework-specific implementations register their context
+capture functions at application initialization time.
+
+This ensures the workflow layer remains completely decoupled from Flask
+or any other web framework.
 """
 
-from context.execution_context import (
-    AppContext,
-    ContextProviderNotFoundError,
+import contextvars
+from collections.abc import Callable
+
+from dify_graph.context.execution_context import (
     ExecutionContext,
-    ExecutionContextBuilder,
     IExecutionContext,
     NullAppContext,
-    capture_current_context,
-    read_context,
-    register_context,
-    register_context_capturer,
-    reset_context_provider,
 )
-from context.models import SandboxContext
+
+# Global capturer function - set by framework-specific modules
+_capturer: Callable[[], IExecutionContext] | None = None
+
+
+def register_context_capturer(capturer: Callable[[], IExecutionContext]) -> None:
+    """
+    Register a context capture function.
+
+    This should be called by framework-specific modules (e.g., Flask)
+    during application initialization.
+
+    Args:
+        capturer: Function that captures current context and returns IExecutionContext
+    """
+    global _capturer
+    _capturer = capturer
+
+
+def capture_current_context() -> IExecutionContext:
+    """
+    Capture current execution context.
+
+    This function uses the registered context capturer. If no capturer
+    is registered, it returns a minimal context with only contextvars
+    (suitable for non-framework environments like tests or standalone scripts).
+
+    Returns:
+        IExecutionContext with captured context
+    """
+    if _capturer is None:
+        # No framework registered - return minimal context
+        return ExecutionContext(
+            app_context=NullAppContext(),
+            context_vars=contextvars.copy_context(),
+        )
+
+    return _capturer()
+
+
+def reset_context_provider() -> None:
+    """
+    Reset the context capturer.
+
+    This is primarily useful for testing to ensure a clean state.
+    """
+    global _capturer
+    _capturer = None
+
 
 __all__ = [
-    "AppContext",
-    "ContextProviderNotFoundError",
-    "ExecutionContext",
-    "ExecutionContextBuilder",
-    "IExecutionContext",
-    "NullAppContext",
-    "SandboxContext",
     "capture_current_context",
-    "read_context",
-    "register_context",
     "register_context_capturer",
     "reset_context_provider",
 ]

api/context/flask_app_context.py

@@ -10,7 +10,11 @@ from typing import Any, final
 
 from flask import Flask, current_app, g
 
-from context.execution_context import AppContext, IExecutionContext, register_context_capturer
+from dify_graph.context import register_context_capturer
+from dify_graph.context.execution_context import (
+    AppContext,
+    IExecutionContext,
+)
 
 
 @final

api/contexts/__init__.py

@@ -6,6 +6,7 @@ from contexts.wrapper import RecyclableContextVar
 
 if TYPE_CHECKING:
     from core.datasource.__base.datasource_provider import DatasourcePluginProviderController
+    from core.plugin.entities.plugin_daemon import PluginModelProviderEntity
     from core.tools.plugin_tool.provider import PluginToolProviderController
     from core.trigger.provider import PluginTriggerProviderController
 
@@ -19,6 +20,14 @@ plugin_tool_providers: RecyclableContextVar[dict[str, "PluginToolProviderControl
 
 plugin_tool_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(ContextVar("plugin_tool_providers_lock"))
 
+plugin_model_providers: RecyclableContextVar[list["PluginModelProviderEntity"] | None] = RecyclableContextVar(
+    ContextVar("plugin_model_providers")
+)
+
+plugin_model_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
+    ContextVar("plugin_model_providers_lock")
+)
+
 datasource_plugin_providers: RecyclableContextVar[dict[str, "DatasourcePluginProviderController"]] = (
     RecyclableContextVar(ContextVar("datasource_plugin_providers"))
 )

api/controllers/common/fields.py

@@ -4,7 +4,7 @@ from typing import Any, TypeAlias
 
 from pydantic import BaseModel, ConfigDict, computed_field
 
-from graphon.file import helpers as file_helpers
+from dify_graph.file import helpers as file_helpers
 from models.model import IconType
 
 JSONValue: TypeAlias = str | int | float | bool | None | dict[str, Any] | list[Any]

api/controllers/console/apikey.py

@@ -1,7 +1,7 @@
 import flask_restx
 from flask_restx import Resource, fields, marshal_with
 from flask_restx._http import HTTPStatus
-from sqlalchemy import delete, func, select
+from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden
 
@@ -9,7 +9,6 @@ from extensions.ext_database import db
 from libs.helper import TimestampField
 from libs.login import current_account_with_tenant, login_required
 from models.dataset import Dataset
-from models.enums import ApiTokenType
 from models.model import ApiToken, App
 from services.api_token_service import ApiTokenCache
 
@@ -34,10 +33,16 @@ api_key_list_model = console_ns.model(
 
 
 def _get_resource(resource_id, tenant_id, resource_model):
-    with Session(db.engine) as session:
-        resource = session.execute(
-            select(resource_model).filter_by(id=resource_id, tenant_id=tenant_id)
-        ).scalar_one_or_none()
+    if resource_model == App:
+        with Session(db.engine) as session:
+            resource = session.execute(
+                select(resource_model).filter_by(id=resource_id, tenant_id=tenant_id)
+            ).scalar_one_or_none()
+    else:
+        with Session(db.engine) as session:
+            resource = session.execute(
+                select(resource_model).filter_by(id=resource_id, tenant_id=tenant_id)
+            ).scalar_one_or_none()
 
     if resource is None:
         flask_restx.abort(HTTPStatus.NOT_FOUND, message=f"{resource_model.__name__} not found.")
@@ -48,7 +53,7 @@ def _get_resource(resource_id, tenant_id, resource_model):
 class BaseApiKeyListResource(Resource):
     method_decorators = [account_initialization_required, login_required, setup_required]
 
-    resource_type: ApiTokenType | None = None
+    resource_type: str | None = None
     resource_model: type | None = None
     resource_id_field: str | None = None
     token_prefix: str | None = None
@@ -75,13 +80,10 @@ class BaseApiKeyListResource(Resource):
         resource_id = str(resource_id)
         _, current_tenant_id = current_account_with_tenant()
         _get_resource(resource_id, current_tenant_id, self.resource_model)
-        current_key_count: int = (
-            db.session.scalar(
-                select(func.count(ApiToken.id)).where(
-                    ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id
-                )
-            )
-            or 0
+        current_key_count = (
+            db.session.query(ApiToken)
+            .where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
+            .count()
         )
 
         if current_key_count >= self.max_keys:
@@ -92,7 +94,6 @@ class BaseApiKeyListResource(Resource):
             )
 
         key = ApiToken.generate_api_key(self.token_prefix or "", 24)
-        assert self.resource_type is not None, "resource_type must be set"
         api_token = ApiToken()
         setattr(api_token, self.resource_id_field, resource_id)
         api_token.tenant_id = current_tenant_id
@@ -106,7 +107,7 @@ class BaseApiKeyListResource(Resource):
 class BaseApiKeyResource(Resource):
     method_decorators = [account_initialization_required, login_required, setup_required]
 
-    resource_type: ApiTokenType | None = None
+    resource_type: str | None = None
     resource_model: type | None = None
     resource_id_field: str | None = None
 
@@ -118,14 +119,14 @@ class BaseApiKeyResource(Resource):
         if not current_user.is_admin_or_owner:
             raise Forbidden()
 
-        key = db.session.scalar(
-            select(ApiToken)
+        key = (
+            db.session.query(ApiToken)
             .where(
                 getattr(ApiToken, self.resource_id_field) == resource_id,
                 ApiToken.type == self.resource_type,
                 ApiToken.id == api_key_id,
             )
-            .limit(1)
+            .first()
         )
 
         if key is None:
@@ -136,7 +137,7 @@ class BaseApiKeyResource(Resource):
         assert key is not None  # nosec - for type checker only
         ApiTokenCache.delete(key.token, key.type)
 
-        db.session.execute(delete(ApiToken).where(ApiToken.id == api_key_id))
+        db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
         db.session.commit()
 
         return {"result": "success"}, 204
@@ -161,7 +162,7 @@ class AppApiKeyListResource(BaseApiKeyListResource):
         """Create a new API key for an app"""
         return super().post(resource_id)
 
-    resource_type = ApiTokenType.APP
+    resource_type = "app"
     resource_model = App
     resource_id_field = "app_id"
     token_prefix = "app-"
@@ -177,7 +178,7 @@ class AppApiKeyResource(BaseApiKeyResource):
         """Delete an API key for an app"""
         return super().delete(resource_id, api_key_id)
 
-    resource_type = ApiTokenType.APP
+    resource_type = "app"
     resource_model = App
     resource_id_field = "app_id"
 
@@ -201,7 +202,7 @@ class DatasetApiKeyListResource(BaseApiKeyListResource):
         """Create a new API key for a dataset"""
         return super().post(resource_id)
 
-    resource_type = ApiTokenType.DATASET
+    resource_type = "dataset"
     resource_model = Dataset
     resource_id_field = "dataset_id"
     token_prefix = "ds-"
@@ -217,6 +218,6 @@ class DatasetApiKeyResource(BaseApiKeyResource):
         """Delete an API key for a dataset"""
         return super().delete(resource_id, api_key_id)
 
-    resource_type = ApiTokenType.DATASET
+    resource_type = "dataset"
     resource_model = Dataset
     resource_id_field = "dataset_id"

api/controllers/console/app/app.py

@@ -26,9 +26,9 @@ from controllers.console.wraps import (
 from core.ops.ops_trace_manager import OpsTraceManager
 from core.rag.retrieval.retrieval_methods import RetrievalMethod
 from core.trigger.constants import TRIGGER_NODE_TYPES
+from dify_graph.enums import WorkflowExecutionStatus
+from dify_graph.file import helpers as file_helpers
 from extensions.ext_database import db
-from graphon.enums import WorkflowExecutionStatus
-from graphon.file import helpers as file_helpers
 from libs.login import current_account_with_tenant, login_required
 from models import App, DatasetPermissionEnum, Workflow
 from models.model import IconType
@@ -95,7 +95,7 @@ class CreateAppPayload(BaseModel):
     name: str = Field(..., min_length=1, description="App name")
     description: str | None = Field(default=None, description="App description (max 400 chars)", max_length=400)
     mode: Literal["chat", "agent-chat", "advanced-chat", "workflow", "completion"] = Field(..., description="App mode")
-    icon_type: IconType | None = Field(default=None, description="Icon type")
+    icon_type: str | None = Field(default=None, description="Icon type")
     icon: str | None = Field(default=None, description="Icon")
     icon_background: str | None = Field(default=None, description="Icon background color")
 
@@ -103,7 +103,7 @@ class CreateAppPayload(BaseModel):
 class UpdateAppPayload(BaseModel):
     name: str = Field(..., min_length=1, description="App name")
     description: str | None = Field(default=None, description="App description (max 400 chars)", max_length=400)
-    icon_type: IconType | None = Field(default=None, description="Icon type")
+    icon_type: str | None = Field(default=None, description="Icon type")
     icon: str | None = Field(default=None, description="Icon")
     icon_background: str | None = Field(default=None, description="Icon background color")
     use_icon_as_answer_icon: bool | None = Field(default=None, description="Use icon as answer icon")
@@ -113,7 +113,7 @@ class UpdateAppPayload(BaseModel):
 class CopyAppPayload(BaseModel):
     name: str | None = Field(default=None, description="Name for the copied app")
     description: str | None = Field(default=None, description="Description for the copied app", max_length=400)
-    icon_type: IconType | None = Field(default=None, description="Icon type")
+    icon_type: str | None = Field(default=None, description="Icon type")
     icon: str | None = Field(default=None, description="Icon")
     icon_background: str | None = Field(default=None, description="Icon background color")
 
@@ -594,7 +594,7 @@ class AppApi(Resource):
         args_dict: AppService.ArgsDict = {
             "name": args.name,
             "description": args.description or "",
-            "icon_type": args.icon_type,
+            "icon_type": args.icon_type or "",
             "icon": args.icon or "",
             "icon_background": args.icon_background or "",
             "use_icon_as_answer_icon": args.use_icon_as_answer_icon or False,

api/controllers/console/app/audio.py

@@ -22,7 +22,7 @@ from controllers.console.app.error import (
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
-from graphon.model_runtime.errors.invoke import InvokeError
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from libs.login import login_required
 from models import App, AppMode
 from services.audio_service import AudioService

api/controllers/console/app/completion.py

@@ -26,7 +26,7 @@ from core.errors.error import (
     QuotaExceededError,
 )
 from core.helper.trace_id_helper import get_external_trace_id
-from graphon.model_runtime.errors.invoke import InvokeError
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.helper import uuid_value
 from libs.login import current_user, login_required

api/controllers/console/app/conversation.py

@@ -5,7 +5,7 @@ from flask import abort, request
 from flask_restx import Resource, fields, marshal_with
 from pydantic import BaseModel, Field, field_validator
 from sqlalchemy import func, or_
-from sqlalchemy.orm import selectinload
+from sqlalchemy.orm import joinedload
 from werkzeug.exceptions import NotFound
 
 from controllers.console import console_ns
@@ -376,12 +376,8 @@ class CompletionConversationApi(Resource):
 
         # FIXME, the type ignore in this file
         if args.annotation_status == "annotated":
-            query = (
-                query.options(selectinload(Conversation.message_annotations))  # type: ignore[arg-type]
-                .join(  # type: ignore
-                    MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
-                )
-                .distinct()
+            query = query.options(joinedload(Conversation.message_annotations)).join(  # type: ignore
+                MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
             )
         elif args.annotation_status == "not_annotated":
             query = (
@@ -458,7 +454,9 @@ class ChatConversationApi(Resource):
         args = ChatConversationQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
         subquery = (
-            sa.select(Conversation.id.label("conversation_id"), EndUser.session_id.label("from_end_user_session_id"))
+            db.session.query(
+                Conversation.id.label("conversation_id"), EndUser.session_id.label("from_end_user_session_id")
+            )
             .outerjoin(EndUser, Conversation.from_end_user_id == EndUser.id)
             .subquery()
         )
@@ -513,12 +511,8 @@ class ChatConversationApi(Resource):
 
         match args.annotation_status:
             case "annotated":
-                query = (
-                    query.options(selectinload(Conversation.message_annotations))  # type: ignore[arg-type]
-                    .join(  # type: ignore
-                        MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
-                    )
-                    .distinct()
+                query = query.options(joinedload(Conversation.message_annotations)).join(  # type: ignore
+                    MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
                 )
             case "not_annotated":
                 query = (
@@ -593,8 +587,10 @@ class ChatConversationDetailApi(Resource):
 
 def _get_conversation(app_model, conversation_id):
     current_user, _ = current_account_with_tenant()
-    conversation = db.session.scalar(
-        sa.select(Conversation).where(Conversation.id == conversation_id, Conversation.app_id == app_model.id).limit(1)
+    conversation = (
+        db.session.query(Conversation)
+        .where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
+        .first()
     )
 
     if not conversation:

api/controllers/console/app/generator.py

@@ -18,8 +18,8 @@ from core.helper.code_executor.javascript.javascript_code_provider import Javasc
 from core.helper.code_executor.python3.python3_code_provider import Python3CodeProvider
 from core.llm_generator.entities import RuleCodeGeneratePayload, RuleGeneratePayload, RuleStructuredOutputPayload
 from core.llm_generator.llm_generator import LLMGenerator
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs.login import current_account_with_tenant, login_required
 from models import App
 from services.workflow_service import WorkflowService
@@ -168,7 +168,7 @@ class InstructionGenerateApi(Resource):
         try:
             # Generate from nothing for a workflow node
             if (args.current in (code_template, "")) and args.node_id != "":
-                app = db.session.get(App, args.flow_id)
+                app = db.session.query(App).where(App.id == args.flow_id).first()
                 if not app:
                     return {"error": f"app {args.flow_id} not found"}, 400
                 workflow = WorkflowService().get_draft_workflow(app_model=app)

api/controllers/console/app/mcp_server.py

@@ -2,7 +2,6 @@ import json
 
 from flask_restx import Resource, marshal_with
 from pydantic import BaseModel, Field
-from sqlalchemy import select
 from werkzeug.exceptions import NotFound
 
 from controllers.console import console_ns
@@ -48,7 +47,7 @@ class AppMCPServerController(Resource):
     @get_app_model
     @marshal_with(app_server_model)
     def get(self, app_model):
-        server = db.session.scalar(select(AppMCPServer).where(AppMCPServer.app_id == app_model.id).limit(1))
+        server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == app_model.id).first()
         return server
 
     @console_ns.doc("create_app_mcp_server")
@@ -99,18 +98,18 @@ class AppMCPServerController(Resource):
     @edit_permission_required
     def put(self, app_model):
         payload = MCPServerUpdatePayload.model_validate(console_ns.payload or {})
-        server = db.session.get(AppMCPServer, payload.id)
+        server = db.session.query(AppMCPServer).where(AppMCPServer.id == payload.id).first()
         if not server:
             raise NotFound()
 
         description = payload.description
-        if description is None or not description:
+        if description is None:
+            pass
+        elif not description:
             server.description = app_model.description or ""
         else:
             server.description = description
 
-        server.name = app_model.name
-
         server.parameters = json.dumps(payload.parameters, ensure_ascii=False)
         if payload.status:
             try:
@@ -136,10 +135,11 @@ class AppMCPServerRefreshController(Resource):
     @edit_permission_required
     def get(self, server_id):
         _, current_tenant_id = current_account_with_tenant()
-        server = db.session.scalar(
-            select(AppMCPServer)
-            .where(AppMCPServer.id == server_id, AppMCPServer.tenant_id == current_tenant_id)
-            .limit(1)
+        server = (
+            db.session.query(AppMCPServer)
+            .where(AppMCPServer.id == server_id)
+            .where(AppMCPServer.tenant_id == current_tenant_id)
+            .first()
         )
         if not server:
             raise NotFound()

api/controllers/console/app/message.py

@@ -4,7 +4,7 @@ from typing import Literal
 from flask import request
 from flask_restx import Resource, fields, marshal_with
 from pydantic import BaseModel, Field, field_validator
-from sqlalchemy import exists, func, select
+from sqlalchemy import exists, select
 from werkzeug.exceptions import InternalServerError, NotFound
 
 from controllers.common.schema import register_schema_models
@@ -24,13 +24,12 @@ from controllers.console.wraps import (
 )
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
 from fields.raws import FilesContainedField
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs.helper import TimestampField, uuid_value
 from libs.infinite_scroll_pagination import InfiniteScrollPagination
 from libs.login import current_account_with_tenant, login_required
-from models.enums import FeedbackFromSource, FeedbackRating
 from models.model import AppMode, Conversation, Message, MessageAnnotation, MessageFeedback
 from services.errors.conversation import ConversationNotExistsError
 from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError
@@ -244,25 +243,27 @@ class ChatMessageListApi(Resource):
     def get(self, app_model):
         args = ChatMessagesQuery.model_validate(request.args.to_dict())
 
-        conversation = db.session.scalar(
-            select(Conversation)
+        conversation = (
+            db.session.query(Conversation)
             .where(Conversation.id == args.conversation_id, Conversation.app_id == app_model.id)
-            .limit(1)
+            .first()
         )
 
         if not conversation:
             raise NotFound("Conversation Not Exists.")
 
         if args.first_id:
-            first_message = db.session.scalar(
-                select(Message).where(Message.conversation_id == conversation.id, Message.id == args.first_id).limit(1)
+            first_message = (
+                db.session.query(Message)
+                .where(Message.conversation_id == conversation.id, Message.id == args.first_id)
+                .first()
             )
 
             if not first_message:
                 raise NotFound("First message not found")
 
-            history_messages = db.session.scalars(
-                select(Message)
+            history_messages = (
+                db.session.query(Message)
                 .where(
                     Message.conversation_id == conversation.id,
                     Message.created_at < first_message.created_at,
@@ -270,14 +271,16 @@ class ChatMessageListApi(Resource):
                 )
                 .order_by(Message.created_at.desc())
                 .limit(args.limit)
-            ).all()
+                .all()
+            )
         else:
-            history_messages = db.session.scalars(
-                select(Message)
+            history_messages = (
+                db.session.query(Message)
                 .where(Message.conversation_id == conversation.id)
                 .order_by(Message.created_at.desc())
                 .limit(args.limit)
-            ).all()
+                .all()
+            )
 
         # Initialize has_more based on whether we have a full page
         if len(history_messages) == args.limit:
@@ -322,9 +325,7 @@ class MessageFeedbackApi(Resource):
 
         message_id = str(args.message_id)
 
-        message = db.session.scalar(
-            select(Message).where(Message.id == message_id, Message.app_id == app_model.id).limit(1)
-        )
+        message = db.session.query(Message).where(Message.id == message_id, Message.app_id == app_model.id).first()
 
         if not message:
             raise NotFound("Message Not Exists.")
@@ -334,7 +335,7 @@ class MessageFeedbackApi(Resource):
         if not args.rating and feedback:
             db.session.delete(feedback)
         elif args.rating and feedback:
-            feedback.rating = FeedbackRating(args.rating)
+            feedback.rating = args.rating
             feedback.content = args.content
         elif not args.rating and not feedback:
             raise ValueError("rating cannot be None when feedback not exists")
@@ -346,9 +347,9 @@ class MessageFeedbackApi(Resource):
                 app_id=app_model.id,
                 conversation_id=message.conversation_id,
                 message_id=message.id,
-                rating=FeedbackRating(rating_value),
+                rating=rating_value,
                 content=args.content,
-                from_source=FeedbackFromSource.ADMIN,
+                from_source="admin",
                 from_account_id=current_user.id,
             )
             db.session.add(feedback)
@@ -373,9 +374,7 @@ class MessageAnnotationCountApi(Resource):
     @login_required
     @account_initialization_required
     def get(self, app_model):
-        count = db.session.scalar(
-            select(func.count(MessageAnnotation.id)).where(MessageAnnotation.app_id == app_model.id)
-        )
+        count = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app_model.id).count()
 
         return {"count": count}
 
@@ -479,9 +478,7 @@ class MessageApi(Resource):
     def get(self, app_model, message_id: str):
         message_id = str(message_id)
 
-        message = db.session.scalar(
-            select(Message).where(Message.id == message_id, Message.app_id == app_model.id).limit(1)
-        )
+        message = db.session.query(Message).where(Message.id == message_id, Message.app_id == app_model.id).first()
 
         if not message:
             raise NotFound("Message Not Exists.")

api/controllers/console/app/model_config.py

@@ -69,7 +69,9 @@ class ModelConfigResource(Resource):
 
         if app_model.mode == AppMode.AGENT_CHAT or app_model.is_agent:
             # get original app model config
-            original_app_model_config = db.session.get(AppModelConfig, app_model.app_model_config_id)
+            original_app_model_config = (
+                db.session.query(AppModelConfig).where(AppModelConfig.id == app_model.app_model_config_id).first()
+            )
             if original_app_model_config is None:
                 raise ValueError("Original app model config not found")
             agent_mode = original_app_model_config.agent_mode_dict
@@ -88,7 +90,6 @@ class ModelConfigResource(Resource):
                         tenant_id=current_tenant_id,
                         app_id=app_model.id,
                         agent_tool=agent_tool_entity,
-                        user_id=current_user.id,
                     )
                     manager = ToolParameterConfigurationManager(
                         tenant_id=current_tenant_id,
@@ -128,7 +129,6 @@ class ModelConfigResource(Resource):
                             tenant_id=current_tenant_id,
                             app_id=app_model.id,
                             agent_tool=agent_tool_entity,
-                            user_id=current_user.id,
                         )
                     except Exception:
                         continue

api/controllers/console/app/site.py

@@ -2,7 +2,6 @@ from typing import Literal
 
 from flask_restx import Resource, marshal_with
 from pydantic import BaseModel, Field, field_validator
-from sqlalchemy import select
 from werkzeug.exceptions import NotFound
 
 from constants.languages import supported_language
@@ -76,7 +75,7 @@ class AppSite(Resource):
     def post(self, app_model):
         args = AppSiteUpdatePayload.model_validate(console_ns.payload or {})
         current_user, _ = current_account_with_tenant()
-        site = db.session.scalar(select(Site).where(Site.app_id == app_model.id).limit(1))
+        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
         if not site:
             raise NotFound
 
@@ -125,7 +124,7 @@ class AppSiteAccessTokenReset(Resource):
     @marshal_with(app_site_model)
     def post(self, app_model):
         current_user, _ = current_account_with_tenant()
-        site = db.session.scalar(select(Site).where(Site.app_id == app_model.id).limit(1))
+        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
 
         if not site:
             raise NotFound

api/controllers/console/app/workflow.py

@@ -7,7 +7,7 @@ from flask import abort, request
 from flask_restx import Resource, fields, marshal_with
 from pydantic import BaseModel, Field, field_validator
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import BadRequest, Forbidden, InternalServerError, NotFound
+from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
 from controllers.console import console_ns
@@ -20,7 +20,6 @@ from core.app.app_config.features.file_upload.manager import FileUploadConfigMan
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.apps.workflow.app_generator import SKIP_PREPARE_USER_INPUTS_KEY
 from core.app.entities.app_invoke_entities import InvokeFrom
-from core.app.file_access import DatabaseFileAccessController
 from core.helper.trace_id_helper import get_external_trace_id
 from core.plugin.impl.exc import PluginInvokeError
 from core.trigger.constants import TRIGGER_SCHEDULE_NODE_TYPE
@@ -30,15 +29,15 @@ from core.trigger.debug.event_selectors import (
     create_event_poller,
     select_trigger_debug_events,
 )
+from dify_graph.enums import NodeType
+from dify_graph.file.models import File
+from dify_graph.graph_engine.manager import GraphEngineManager
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from factories import file_factory, variable_factory
 from fields.member_fields import simple_account_fields
 from fields.workflow_fields import workflow_fields, workflow_pagination_fields
-from graphon.enums import NodeType
-from graphon.file.models import File
-from graphon.graph_engine.manager import GraphEngineManager
-from graphon.model_runtime.utils.encoders import jsonable_encoder
 from libs import helper
 from libs.datetime_utils import naive_utc_now
 from libs.helper import TimestampField, uuid_value
@@ -47,15 +46,13 @@ from models import App
 from models.model import AppMode
 from models.workflow import Workflow
 from services.app_generate_service import AppGenerateService
-from services.errors.app import IsDraftWorkflowError, WorkflowHashNotEqualError, WorkflowNotFoundError
+from services.errors.app import WorkflowHashNotEqualError
 from services.errors.llm import InvokeRateLimitError
 from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseError, WorkflowService
 
 logger = logging.getLogger(__name__)
-_file_access_controller = DatabaseFileAccessController()
 LISTENING_RETRY_IN = 2000
 DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-RESTORE_SOURCE_WORKFLOW_MUST_BE_PUBLISHED_MESSAGE = "source workflow must be published"
 
 # Register models for flask_restx to avoid dict type issues in Swagger
 # Register in dependency order: base models first, then dependent models
@@ -206,7 +203,6 @@ def _parse_file(workflow: Workflow, files: list[dict] | None = None) -> Sequence
         mappings=files,
         tenant_id=workflow.tenant_id,
         config=file_extra_config,
-        access_controller=_file_access_controller,
     )
     return file_objs
 
@@ -288,9 +284,7 @@ class DraftWorkflowApi(Resource):
         workflow_service = WorkflowService()
 
         try:
-            environment_variables_list = Workflow.normalize_environment_variable_mappings(
-                args.get("environment_variables") or [],
-            )
+            environment_variables_list = args.get("environment_variables") or []
             environment_variables = [
                 variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
             ]
@@ -1000,43 +994,6 @@ class PublishedAllWorkflowApi(Resource):
             }
 
 
-@console_ns.route("/apps/<uuid:app_id>/workflows/<string:workflow_id>/restore")
-class DraftWorkflowRestoreApi(Resource):
-    @console_ns.doc("restore_workflow_to_draft")
-    @console_ns.doc(description="Restore a published workflow version into the draft workflow")
-    @console_ns.doc(params={"app_id": "Application ID", "workflow_id": "Published workflow ID"})
-    @console_ns.response(200, "Workflow restored successfully")
-    @console_ns.response(400, "Source workflow must be published")
-    @console_ns.response(404, "Workflow not found")
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
-    @edit_permission_required
-    def post(self, app_model: App, workflow_id: str):
-        current_user, _ = current_account_with_tenant()
-        workflow_service = WorkflowService()
-
-        try:
-            workflow = workflow_service.restore_published_workflow_to_draft(
-                app_model=app_model,
-                workflow_id=workflow_id,
-                account=current_user,
-            )
-        except IsDraftWorkflowError as exc:
-            raise BadRequest(RESTORE_SOURCE_WORKFLOW_MUST_BE_PUBLISHED_MESSAGE) from exc
-        except WorkflowNotFoundError as exc:
-            raise NotFound(str(exc)) from exc
-        except ValueError as exc:
-            raise BadRequest(str(exc)) from exc
-
-        return {
-            "result": "success",
-            "hash": workflow.unique_hash,
-            "updated_at": TimestampField().format(workflow.updated_at or workflow.created_at),
-        }
-
-
 @console_ns.route("/apps/<uuid:app_id>/workflows/<string:workflow_id>")
 class WorkflowByIdApi(Resource):
     @console_ns.doc("update_workflow_by_id")

api/controllers/console/app/workflow_app_log.py

@@ -9,12 +9,12 @@ from sqlalchemy.orm import Session
 from controllers.console import console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
+from dify_graph.enums import WorkflowExecutionStatus
 from extensions.ext_database import db
 from fields.workflow_app_log_fields import (
     build_workflow_app_log_pagination_model,
     build_workflow_archived_log_pagination_model,
 )
-from graphon.enums import WorkflowExecutionStatus
 from libs.login import login_required
 from models import App
 from models.model import AppMode

api/controllers/console/app/workflow_draft_variable.py

@@ -15,15 +15,14 @@ from controllers.console.app.error import (
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
 from controllers.web.error import InvalidArgumentError, NotFoundError
-from core.app.file_access import DatabaseFileAccessController
-from core.workflow.variable_prefixes import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
+from dify_graph.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
+from dify_graph.file import helpers as file_helpers
+from dify_graph.variables.segment_group import SegmentGroup
+from dify_graph.variables.segments import ArrayFileSegment, FileSegment, Segment
+from dify_graph.variables.types import SegmentType
 from extensions.ext_database import db
 from factories.file_factory import build_from_mapping, build_from_mappings
 from factories.variable_factory import build_segment_with_type
-from graphon.file import helpers as file_helpers
-from graphon.variables.segment_group import SegmentGroup
-from graphon.variables.segments import ArrayFileSegment, FileSegment, Segment
-from graphon.variables.types import SegmentType
 from libs.login import current_user, login_required
 from models import App, AppMode
 from models.workflow import WorkflowDraftVariable
@@ -31,7 +30,6 @@ from services.workflow_draft_variable_service import WorkflowDraftVariableList,
 from services.workflow_service import WorkflowService
 
 logger = logging.getLogger(__name__)
-_file_access_controller = DatabaseFileAccessController()
 DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
 
@@ -391,21 +389,13 @@ class VariableApi(Resource):
             if variable.value_type == SegmentType.FILE:
                 if not isinstance(raw_value, dict):
                     raise InvalidArgumentError(description=f"expected dict for file, got {type(raw_value)}")
-                raw_value = build_from_mapping(
-                    mapping=raw_value,
-                    tenant_id=app_model.tenant_id,
-                    access_controller=_file_access_controller,
-                )
+                raw_value = build_from_mapping(mapping=raw_value, tenant_id=app_model.tenant_id)
             elif variable.value_type == SegmentType.ARRAY_FILE:
                 if not isinstance(raw_value, list):
                     raise InvalidArgumentError(description=f"expected list for files, got {type(raw_value)}")
                 if len(raw_value) > 0 and not isinstance(raw_value[0], dict):
                     raise InvalidArgumentError(description=f"expected dict for files[0], got {type(raw_value)}")
-                raw_value = build_from_mappings(
-                    mappings=raw_value,
-                    tenant_id=app_model.tenant_id,
-                    access_controller=_file_access_controller,
-                )
+                raw_value = build_from_mappings(mappings=raw_value, tenant_id=app_model.tenant_id)
             new_value = build_segment_with_type(variable.value_type, raw_value)
         draft_var_srv.update_variable(variable, name=new_name, value=new_value)
         db.session.commit()

api/controllers/console/app/workflow_run.py

@@ -12,7 +12,8 @@ from controllers.console import console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from controllers.web.error import NotFoundError
-from core.workflow.human_input_forms import load_form_tokens_by_form_id as _load_form_tokens_by_form_id
+from dify_graph.entities.pause_reason import HumanInputRequired
+from dify_graph.enums import WorkflowExecutionStatus
 from extensions.ext_database import db
 from fields.end_user_fields import simple_end_user_fields
 from fields.member_fields import simple_account_fields
@@ -26,8 +27,6 @@ from fields.workflow_run_fields import (
     workflow_run_node_execution_list_fields,
     workflow_run_pagination_fields,
 )
-from graphon.entities.pause_reason import HumanInputRequired
-from graphon.enums import WorkflowExecutionStatus
 from libs.archive_storage import ArchiveStorageNotConfiguredError, get_archive_storage
 from libs.custom_inputs import time_duration
 from libs.helper import uuid_value
@@ -497,9 +496,6 @@ class ConsoleWorkflowPauseDetailsApi(Resource):
 
         pause_entity = workflow_run_repo.get_workflow_pause(workflow_run_id)
         pause_reasons = pause_entity.get_pause_reasons() if pause_entity else []
-        form_tokens_by_form_id = _load_form_tokens_by_form_id(
-            [reason.form_id for reason in pause_reasons if isinstance(reason, HumanInputRequired)]
-        )
 
         # Build response
         paused_at = pause_entity.paused_at if pause_entity else None
@@ -518,9 +514,7 @@ class ConsoleWorkflowPauseDetailsApi(Resource):
                         "pause_type": {
                             "type": "human_input",
                             "form_id": reason.form_id,
-                            "backstage_input_url": _build_backstage_input_url(
-                                form_tokens_by_form_id.get(reason.form_id)
-                            ),
+                            "backstage_input_url": _build_backstage_input_url(reason.form_token),
                         },
                     }
                 )

api/controllers/console/app/wraps.py

@@ -2,8 +2,6 @@ from collections.abc import Callable
 from functools import wraps
 from typing import ParamSpec, TypeVar, Union
 
-from sqlalchemy import select
-
 from controllers.console.app.error import AppNotFoundError
 from extensions.ext_database import db
 from libs.login import current_account_with_tenant
@@ -17,14 +15,16 @@ R1 = TypeVar("R1")
 
 def _load_app_model(app_id: str) -> App | None:
     _, current_tenant_id = current_account_with_tenant()
-    app_model = db.session.scalar(
-        select(App).where(App.id == app_id, App.tenant_id == current_tenant_id, App.status == "normal").limit(1)
+    app_model = (
+        db.session.query(App)
+        .where(App.id == app_id, App.tenant_id == current_tenant_id, App.status == "normal")
+        .first()
     )
     return app_model
 
 
 def _load_app_model_with_trial(app_id: str) -> App | None:
-    app_model = db.session.scalar(select(App).where(App.id == app_id, App.status == "normal").limit(1))
+    app_model = db.session.query(App).where(App.id == app_id, App.status == "normal").first()
     return app_model
 
 

api/controllers/console/auth/email_register.py

@@ -1,7 +1,7 @@
 from flask import request
 from flask_restx import Resource
 from pydantic import BaseModel, Field, field_validator
-from sqlalchemy.orm import sessionmaker
+from sqlalchemy.orm import Session
 
 from configs import dify_config
 from constants.languages import languages
@@ -73,7 +73,7 @@ class EmailRegisterSendEmailApi(Resource):
         if dify_config.BILLING_ENABLED and BillingService.is_email_in_freeze(normalized_email):
             raise AccountInFreezeError()
 
-        with sessionmaker(db.engine).begin() as session:
+        with Session(db.engine) as session:
             account = AccountService.get_account_by_email_with_case_fallback(args.email, session=session)
         token = AccountService.send_email_register_email(email=normalized_email, account=account, language=language)
         return {"result": "success", "data": token}
@@ -145,7 +145,7 @@ class EmailRegisterResetApi(Resource):
         email = register_data.get("email", "")
         normalized_email = email.lower()
 
-        with sessionmaker(db.engine).begin() as session:
+        with Session(db.engine) as session:
             account = AccountService.get_account_by_email_with_case_fallback(email, session=session)
 
             if account:

api/controllers/console/auth/forgot_password.py

@@ -4,7 +4,7 @@ import secrets
 from flask import request
 from flask_restx import Resource
 from pydantic import BaseModel, Field, field_validator
-from sqlalchemy.orm import sessionmaker
+from sqlalchemy.orm import Session
 
 from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
@@ -102,7 +102,7 @@ class ForgotPasswordSendEmailApi(Resource):
         else:
             language = "en-US"
 
-        with sessionmaker(db.engine).begin() as session:
+        with Session(db.engine) as session:
             account = AccountService.get_account_by_email_with_case_fallback(args.email, session=session)
 
         token = AccountService.send_reset_password_email(
@@ -201,7 +201,7 @@ class ForgotPasswordResetApi(Resource):
         password_hashed = hash_password(args.new_password, salt)
 
         email = reset_data.get("email", "")
-        with sessionmaker(db.engine).begin() as session:
+        with Session(db.engine) as session:
             account = AccountService.get_account_by_email_with_case_fallback(email, session=session)
 
             if account:
@@ -215,6 +215,7 @@ class ForgotPasswordResetApi(Resource):
         # Update existing account credentials
         account.password = base64.b64encode(password_hashed).decode()
         account.password_salt = base64.b64encode(salt).decode()
+        session.commit()
 
         # Create workspace if needed
         if (

api/controllers/console/auth/oauth.py

@@ -1,10 +1,9 @@
 import logging
-import urllib.parse
 
 import httpx
 from flask import current_app, redirect, request
 from flask_restx import Resource
-from sqlalchemy.orm import sessionmaker
+from sqlalchemy.orm import Session
 from werkzeug.exceptions import Unauthorized
 
 from configs import dify_config
@@ -113,9 +112,6 @@ class OAuthCallback(Resource):
                 error_text = e.response.text
             logger.exception("An error occurred during the OAuth process with %s: %s", provider, error_text)
             return {"error": "OAuth process failed"}, 400
-        except ValueError as e:
-            logger.warning("OAuth error with %s", provider, exc_info=True)
-            return redirect(f"{dify_config.CONSOLE_WEB_URL}/signin?message={urllib.parse.quote(str(e))}")
 
         if invite_token and RegisterService.is_valid_invite_token(invite_token):
             invitation = RegisterService.get_invitation_by_token(token=invite_token)
@@ -180,7 +176,7 @@ def _get_account_by_openid_or_email(provider: str, user_info: OAuthUserInfo) ->
     account: Account | None = Account.get_by_openid(provider, user_info.id)
 
     if not account:
-        with sessionmaker(db.engine).begin() as session:
+        with Session(db.engine) as session:
             account = AccountService.get_account_by_email_with_case_fallback(user_info.email, session=session)
 
     return account

api/controllers/console/auth/oauth_server.py

@@ -8,7 +8,7 @@ from pydantic import BaseModel
 from werkzeug.exceptions import BadRequest, NotFound
 
 from controllers.console.wraps import account_initialization_required, setup_required
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import current_account_with_tenant, login_required
 from models import Account
 from models.model import OAuthProviderApp

api/controllers/console/datasets/datasets.py

@@ -3,7 +3,7 @@ from typing import Any, cast
 from flask import request
 from flask_restx import Resource, fields, marshal, marshal_with
 from pydantic import BaseModel, Field, field_validator
-from sqlalchemy import func, select
+from sqlalchemy import select
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
@@ -25,12 +25,12 @@ from controllers.console.wraps import (
 )
 from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
 from core.indexing_runner import IndexingRunner
-from core.plugin.impl.model_runtime_factory import create_plugin_provider_manager
+from core.provider_manager import ProviderManager
 from core.rag.datasource.vdb.vector_type import VectorType
 from core.rag.extractor.entity.datasource_type import DatasourceType
 from core.rag.extractor.entity.extract_setting import ExtractSetting, NotionInfo, WebsiteInfo
-from core.rag.index_processor.constant.index_type import IndexTechniqueType
 from core.rag.retrieval.retrieval_methods import RetrievalMethod
+from dify_graph.model_runtime.entities.model_entities import ModelType
 from extensions.ext_database import db
 from fields.app_fields import app_detail_kernel_fields, related_app_list
 from fields.dataset_fields import (
@@ -51,11 +51,9 @@ from fields.dataset_fields import (
     weighted_score_fields,
 )
 from fields.document_fields import document_status_fields
-from graphon.model_runtime.entities.model_entities import ModelType
 from libs.login import current_account_with_tenant, login_required
 from models import ApiToken, Dataset, Document, DocumentSegment, UploadFile
 from models.dataset import DatasetPermission, DatasetPermissionEnum
-from models.enums import ApiTokenType, SegmentStatus
 from models.provider_ids import ModelProviderID
 from services.api_token_service import ApiTokenCache
 from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService
@@ -332,7 +330,7 @@ class DatasetListApi(Resource):
             )
 
         # check embedding setting
-        provider_manager = create_plugin_provider_manager(tenant_id=current_tenant_id)
+        provider_manager = ProviderManager()
         configurations = provider_manager.get_configurations(tenant_id=current_tenant_id)
 
         embedding_models = configurations.get_models(model_type=ModelType.TEXT_EMBEDDING, only_active=True)
@@ -356,7 +354,7 @@ class DatasetListApi(Resource):
 
         for item in data:
             # convert embedding_model_provider to plugin standard format
-            if item["indexing_technique"] == IndexTechniqueType.HIGH_QUALITY and item["embedding_model_provider"]:
+            if item["indexing_technique"] == "high_quality" and item["embedding_model_provider"]:
                 item["embedding_model_provider"] = str(ModelProviderID(item["embedding_model_provider"]))
                 item_model = f"{item['embedding_model']}:{item['embedding_model_provider']}"
                 if item_model in model_names:
@@ -437,7 +435,7 @@ class DatasetApi(Resource):
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
         data = cast(dict[str, Any], marshal(dataset, dataset_detail_fields))
-        if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
+        if dataset.indexing_technique == "high_quality":
             if dataset.embedding_model_provider:
                 provider_id = ModelProviderID(dataset.embedding_model_provider)
                 data["embedding_model_provider"] = str(provider_id)
@@ -446,7 +444,7 @@ class DatasetApi(Resource):
             data.update({"partial_member_list": part_users_list})
 
         # check embedding setting
-        provider_manager = create_plugin_provider_manager(tenant_id=current_tenant_id)
+        provider_manager = ProviderManager()
         configurations = provider_manager.get_configurations(tenant_id=current_tenant_id)
 
         embedding_models = configurations.get_models(model_type=ModelType.TEXT_EMBEDDING, only_active=True)
@@ -455,7 +453,7 @@ class DatasetApi(Resource):
         for embedding_model in embedding_models:
             model_names.append(f"{embedding_model.model}:{embedding_model.provider.provider}")
 
-        if data["indexing_technique"] == IndexTechniqueType.HIGH_QUALITY:
+        if data["indexing_technique"] == "high_quality":
             item_model = f"{data['embedding_model']}:{data['embedding_model_provider']}"
             if item_model in model_names:
                 data["embedding_available"] = True
@@ -486,7 +484,7 @@ class DatasetApi(Resource):
         current_user, current_tenant_id = current_account_with_tenant()
         # check embedding model setting
         if (
-            payload.indexing_technique == IndexTechniqueType.HIGH_QUALITY
+            payload.indexing_technique == "high_quality"
             and payload.embedding_model_provider is not None
             and payload.embedding_model is not None
         ):
@@ -739,23 +737,18 @@ class DatasetIndexingStatusApi(Resource):
         documents_status = []
         for document in documents:
             completed_segments = (
-                db.session.scalar(
-                    select(func.count(DocumentSegment.id)).where(
-                        DocumentSegment.completed_at.isnot(None),
-                        DocumentSegment.document_id == str(document.id),
-                        DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                    )
+                db.session.query(DocumentSegment)
+                .where(
+                    DocumentSegment.completed_at.isnot(None),
+                    DocumentSegment.document_id == str(document.id),
+                    DocumentSegment.status != "re_segment",
                 )
-                or 0
+                .count()
             )
             total_segments = (
-                db.session.scalar(
-                    select(func.count(DocumentSegment.id)).where(
-                        DocumentSegment.document_id == str(document.id),
-                        DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                    )
-                )
-                or 0
+                db.session.query(DocumentSegment)
+                .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .count()
             )
             # Create a dictionary with document attributes and additional fields
             document_dict = {
@@ -781,7 +774,7 @@ class DatasetIndexingStatusApi(Resource):
 class DatasetApiKeyApi(Resource):
     max_keys = 10
     token_prefix = "dataset-"
-    resource_type = ApiTokenType.DATASET
+    resource_type = "dataset"
 
     @console_ns.doc("get_dataset_api_keys")
     @console_ns.doc(description="Get dataset API keys")
@@ -806,12 +799,9 @@ class DatasetApiKeyApi(Resource):
         _, current_tenant_id = current_account_with_tenant()
 
         current_key_count = (
-            db.session.scalar(
-                select(func.count(ApiToken.id)).where(
-                    ApiToken.type == self.resource_type, ApiToken.tenant_id == current_tenant_id
-                )
-            )
-            or 0
+            db.session.query(ApiToken)
+            .where(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_tenant_id)
+            .count()
         )
 
         if current_key_count >= self.max_keys:
@@ -833,7 +823,7 @@ class DatasetApiKeyApi(Resource):
 
 @console_ns.route("/datasets/api-keys/<uuid:api_key_id>")
 class DatasetApiDeleteApi(Resource):
-    resource_type = ApiTokenType.DATASET
+    resource_type = "dataset"
 
     @console_ns.doc("delete_dataset_api_key")
     @console_ns.doc(description="Delete dataset API key")
@@ -846,14 +836,14 @@ class DatasetApiDeleteApi(Resource):
     def delete(self, api_key_id):
         _, current_tenant_id = current_account_with_tenant()
         api_key_id = str(api_key_id)
-        key = db.session.scalar(
-            select(ApiToken)
+        key = (
+            db.session.query(ApiToken)
             .where(
                 ApiToken.tenant_id == current_tenant_id,
                 ApiToken.type == self.resource_type,
                 ApiToken.id == api_key_id,
             )
-            .limit(1)
+            .first()
         )
 
         if key is None:
@@ -864,7 +854,7 @@ class DatasetApiDeleteApi(Resource):
         assert key is not None  # nosec - for type checker only
         ApiTokenCache.delete(key.token, key.type)
 
-        db.session.delete(key)
+        db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
         db.session.commit()
 
         return {"result": "success"}, 204

api/controllers/console/datasets/datasets_document.py

@@ -10,7 +10,7 @@ import sqlalchemy as sa
 from flask import request, send_file
 from flask_restx import Resource, fields, marshal, marshal_with
 from pydantic import BaseModel, Field
-from sqlalchemy import asc, desc, func, select
+from sqlalchemy import asc, desc, select
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
@@ -27,7 +27,8 @@ from core.model_manager import ModelManager
 from core.plugin.impl.exc import PluginDaemonClientSideError
 from core.rag.extractor.entity.datasource_type import DatasourceType
 from core.rag.extractor.entity.extract_setting import ExtractSetting, NotionInfo, WebsiteInfo
-from core.rag.index_processor.constant.index_type import IndexTechniqueType
+from dify_graph.model_runtime.entities.model_entities import ModelType
+from dify_graph.model_runtime.errors.invoke import InvokeAuthorizationError
 from extensions.ext_database import db
 from fields.dataset_fields import dataset_fields
 from fields.document_fields import (
@@ -37,13 +38,10 @@ from fields.document_fields import (
     document_status_fields,
     document_with_segments_fields,
 )
-from graphon.model_runtime.entities.model_entities import ModelType
-from graphon.model_runtime.errors.invoke import InvokeAuthorizationError
 from libs.datetime_utils import naive_utc_now
 from libs.login import current_account_with_tenant, login_required
 from models import DatasetProcessRule, Document, DocumentSegment, UploadFile
 from models.dataset import DocumentPipelineExecutionLog
-from models.enums import IndexingStatus, SegmentStatus
 from services.dataset_service import DatasetService, DocumentService
 from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig, ProcessRule, RetrievalModel
 from services.file_service import FileService
@@ -212,11 +210,12 @@ class GetProcessRuleApi(Resource):
                 raise Forbidden(str(e))
 
             # get the latest process rule
-            dataset_process_rule = db.session.scalar(
-                select(DatasetProcessRule)
+            dataset_process_rule = (
+                db.session.query(DatasetProcessRule)
                 .where(DatasetProcessRule.dataset_id == document.dataset_id)
                 .order_by(DatasetProcessRule.created_at.desc())
                 .limit(1)
+                .one_or_none()
             )
             if dataset_process_rule:
                 mode = dataset_process_rule.mode
@@ -298,7 +297,6 @@ class DatasetDocumentListApi(Resource):
         if sort == "hit_count":
             sub_query = (
                 sa.select(DocumentSegment.document_id, sa.func.sum(DocumentSegment.hit_count).label("total_hit_count"))
-                .where(DocumentSegment.dataset_id == str(dataset_id))
                 .group_by(DocumentSegment.document_id)
                 .subquery()
             )
@@ -330,23 +328,18 @@ class DatasetDocumentListApi(Resource):
         if fetch:
             for document in documents:
                 completed_segments = (
-                    db.session.scalar(
-                        select(func.count(DocumentSegment.id)).where(
-                            DocumentSegment.completed_at.isnot(None),
-                            DocumentSegment.document_id == str(document.id),
-                            DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                        )
+                    db.session.query(DocumentSegment)
+                    .where(
+                        DocumentSegment.completed_at.isnot(None),
+                        DocumentSegment.document_id == str(document.id),
+                        DocumentSegment.status != "re_segment",
                     )
-                    or 0
+                    .count()
                 )
                 total_segments = (
-                    db.session.scalar(
-                        select(func.count(DocumentSegment.id)).where(
-                            DocumentSegment.document_id == str(document.id),
-                            DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                        )
-                    )
-                    or 0
+                    db.session.query(DocumentSegment)
+                    .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                    .count()
                 )
                 document.completed_segments = completed_segments
                 document.total_segments = total_segments
@@ -450,11 +443,11 @@ class DatasetInitApi(Resource):
             raise Forbidden()
 
         knowledge_config = KnowledgeConfig.model_validate(console_ns.payload or {})
-        if knowledge_config.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
+        if knowledge_config.indexing_technique == "high_quality":
             if knowledge_config.embedding_model is None or knowledge_config.embedding_model_provider is None:
                 raise ValueError("embedding model and embedding model provider are required for high quality indexing.")
             try:
-                model_manager = ModelManager.for_tenant(tenant_id=current_tenant_id)
+                model_manager = ModelManager()
                 model_manager.get_model_instance(
                     tenant_id=current_tenant_id,
                     provider=knowledge_config.embedding_model_provider,
@@ -464,7 +457,7 @@ class DatasetInitApi(Resource):
                 is_multimodal = DatasetService.check_is_multimodal_model(
                     current_tenant_id, knowledge_config.embedding_model_provider, knowledge_config.embedding_model
                 )
-                knowledge_config.is_multimodal = is_multimodal  # pyrefly: ignore[bad-assignment]
+                knowledge_config.is_multimodal = is_multimodal
             except InvokeAuthorizationError:
                 raise ProviderNotInitializeError(
                     "No Embedding Model available. Please configure a valid provider in the Settings -> Model Provider."
@@ -510,7 +503,7 @@ class DocumentIndexingEstimateApi(DocumentResource):
         document_id = str(document_id)
         document = self.get_document(dataset_id, document_id)
 
-        if document.indexing_status in {IndexingStatus.COMPLETED, IndexingStatus.ERROR}:
+        if document.indexing_status in {"completed", "error"}:
             raise DocumentAlreadyFinishedError()
 
         data_process_rule = document.dataset_process_rule
@@ -523,10 +516,10 @@ class DocumentIndexingEstimateApi(DocumentResource):
             if data_source_info and "upload_file_id" in data_source_info:
                 file_id = data_source_info["upload_file_id"]
 
-                file = db.session.scalar(
-                    select(UploadFile)
+                file = (
+                    db.session.query(UploadFile)
                     .where(UploadFile.tenant_id == document.tenant_id, UploadFile.id == file_id)
-                    .limit(1)
+                    .first()
                 )
 
                 # raise error if file not found
@@ -580,7 +573,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
         data_process_rule_dict = data_process_rule.to_dict() if data_process_rule else {}
         extract_settings = []
         for document in documents:
-            if document.indexing_status in {IndexingStatus.COMPLETED, IndexingStatus.ERROR}:
+            if document.indexing_status in {"completed", "error"}:
                 raise DocumentAlreadyFinishedError()
             data_source_info = document.data_source_info_dict
             match document.data_source_type:
@@ -588,10 +581,10 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                     if not data_source_info:
                         continue
                     file_id = data_source_info["upload_file_id"]
-                    file_detail = db.session.scalar(
-                        select(UploadFile)
+                    file_detail = (
+                        db.session.query(UploadFile)
                         .where(UploadFile.tenant_id == current_tenant_id, UploadFile.id == file_id)
-                        .limit(1)
+                        .first()
                     )
 
                     if file_detail is None:
@@ -674,28 +667,23 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
         documents_status = []
         for document in documents:
             completed_segments = (
-                db.session.scalar(
-                    select(func.count(DocumentSegment.id)).where(
-                        DocumentSegment.completed_at.isnot(None),
-                        DocumentSegment.document_id == str(document.id),
-                        DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                    )
+                db.session.query(DocumentSegment)
+                .where(
+                    DocumentSegment.completed_at.isnot(None),
+                    DocumentSegment.document_id == str(document.id),
+                    DocumentSegment.status != "re_segment",
                 )
-                or 0
+                .count()
             )
             total_segments = (
-                db.session.scalar(
-                    select(func.count(DocumentSegment.id)).where(
-                        DocumentSegment.document_id == str(document.id),
-                        DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                    )
-                )
-                or 0
+                db.session.query(DocumentSegment)
+                .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
+                .count()
             )
             # Create a dictionary with document attributes and additional fields
             document_dict = {
                 "id": document.id,
-                "indexing_status": IndexingStatus.PAUSED if document.is_paused else document.indexing_status,
+                "indexing_status": "paused" if document.is_paused else document.indexing_status,
                 "processing_started_at": document.processing_started_at,
                 "parsing_completed_at": document.parsing_completed_at,
                 "cleaning_completed_at": document.cleaning_completed_at,
@@ -728,29 +716,24 @@ class DocumentIndexingStatusApi(DocumentResource):
         document = self.get_document(dataset_id, document_id)
 
         completed_segments = (
-            db.session.scalar(
-                select(func.count(DocumentSegment.id)).where(
-                    DocumentSegment.completed_at.isnot(None),
-                    DocumentSegment.document_id == str(document_id),
-                    DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                )
+            db.session.query(DocumentSegment)
+            .where(
+                DocumentSegment.completed_at.isnot(None),
+                DocumentSegment.document_id == str(document_id),
+                DocumentSegment.status != "re_segment",
             )
-            or 0
+            .count()
         )
         total_segments = (
-            db.session.scalar(
-                select(func.count(DocumentSegment.id)).where(
-                    DocumentSegment.document_id == str(document_id),
-                    DocumentSegment.status != SegmentStatus.RE_SEGMENT,
-                )
-            )
-            or 0
+            db.session.query(DocumentSegment)
+            .where(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
+            .count()
         )
 
         # Create a dictionary with document attributes and additional fields
         document_dict = {
             "id": document.id,
-            "indexing_status": IndexingStatus.PAUSED if document.is_paused else document.indexing_status,
+            "indexing_status": "paused" if document.is_paused else document.indexing_status,
             "processing_started_at": document.processing_started_at,
             "parsing_completed_at": document.parsing_completed_at,
             "cleaning_completed_at": document.cleaning_completed_at,
@@ -972,7 +955,7 @@ class DocumentProcessingApi(DocumentResource):
 
         match action:
             case "pause":
-                if document.indexing_status != IndexingStatus.INDEXING:
+                if document.indexing_status != "indexing":
                     raise InvalidActionError("Document not in indexing state.")
 
                 document.paused_by = current_user.id
@@ -981,7 +964,7 @@ class DocumentProcessingApi(DocumentResource):
                 db.session.commit()
 
             case "resume":
-                if document.indexing_status not in {IndexingStatus.PAUSED, IndexingStatus.ERROR}:
+                if document.indexing_status not in {"paused", "error"}:
                     raise InvalidActionError("Document not in paused or error state.")
 
                 document.paused_by = None
@@ -1186,7 +1169,7 @@ class DocumentRetryApi(DocumentResource):
                     raise ArchivedDocumentImmutableError()
 
                 # 400 if document is completed
-                if document.indexing_status == IndexingStatus.COMPLETED:
+                if document.indexing_status == "completed":
                     raise DocumentAlreadyFinishedError()
                 retry_documents.append(document)
             except Exception:
@@ -1268,11 +1251,11 @@ class DocumentPipelineExecutionLogApi(DocumentResource):
         document = DocumentService.get_document(dataset.id, document_id)
         if not document:
             raise NotFound("Document not found.")
-        log = db.session.scalar(
-            select(DocumentPipelineExecutionLog)
-            .where(DocumentPipelineExecutionLog.document_id == document_id)
+        log = (
+            db.session.query(DocumentPipelineExecutionLog)
+            .filter_by(document_id=document_id)
             .order_by(DocumentPipelineExecutionLog.created_at.desc())
-            .limit(1)
+            .first()
         )
         if not log:
             return {
@@ -1338,7 +1321,7 @@ class DocumentGenerateSummaryApi(Resource):
             raise BadRequest("document_list cannot be empty.")
 
         # Check if dataset configuration supports summary generation
-        if dataset.indexing_technique != IndexTechniqueType.HIGH_QUALITY:
+        if dataset.indexing_technique != "high_quality":
             raise ValueError(
                 f"Summary generation is only available for 'high_quality' indexing technique. "
                 f"Current indexing technique: {dataset.indexing_technique}"

api/controllers/console/datasets/datasets_segments.py

@@ -26,11 +26,10 @@ from controllers.console.wraps import (
 )
 from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
 from core.model_manager import ModelManager
-from core.rag.index_processor.constant.index_type import IndexTechniqueType
+from dify_graph.model_runtime.entities.model_entities import ModelType
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from fields.segment_fields import child_chunk_fields, segment_fields
-from graphon.model_runtime.entities.model_entities import ModelType
 from libs.helper import escape_like_pattern
 from libs.login import current_account_with_tenant, login_required
 from models.dataset import ChildChunk, DocumentSegment
@@ -46,7 +45,7 @@ def _get_segment_with_summary(segment, dataset_id):
     """Helper function to marshal segment and add summary information."""
     from services.summary_index_service import SummaryIndexService
 
-    segment_dict = dict(marshal(segment, segment_fields))  # type: ignore
+    segment_dict = dict(marshal(segment, segment_fields))
     # Query summary for this segment (only enabled summaries)
     summary = SummaryIndexService.get_segment_summary(segment_id=segment.id, dataset_id=dataset_id)
     segment_dict["summary"] = summary.summary_content if summary else None
@@ -207,7 +206,7 @@ class DatasetDocumentSegmentListApi(Resource):
         # Add summary to each segment
         segments_with_summary = []
         for segment in segments.items:
-            segment_dict = dict(marshal(segment, segment_fields))  # type: ignore
+            segment_dict = dict(marshal(segment, segment_fields))
             segment_dict["summary"] = summaries.get(segment.id)
             segments_with_summary.append(segment_dict)
 
@@ -280,10 +279,10 @@ class DatasetDocumentSegmentApi(Resource):
             DatasetService.check_dataset_permission(dataset, current_user)
         except services.errors.account.NoPermissionError as e:
             raise Forbidden(str(e))
-        if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
+        if dataset.indexing_technique == "high_quality":
             # check embedding model setting
             try:
-                model_manager = ModelManager.for_tenant(tenant_id=current_tenant_id)
+                model_manager = ModelManager()
                 model_manager.get_model_instance(
                     tenant_id=current_tenant_id,
                     provider=dataset.embedding_model_provider,
@@ -334,9 +333,9 @@ class DatasetDocumentSegmentAddApi(Resource):
         if not current_user.is_dataset_editor:
             raise Forbidden()
         # check embedding model setting
-        if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
+        if dataset.indexing_technique == "high_quality":
             try:
-                model_manager = ModelManager.for_tenant(tenant_id=current_tenant_id)
+                model_manager = ModelManager()
                 model_manager.get_model_instance(
                     tenant_id=current_tenant_id,
                     provider=dataset.embedding_model_provider,
@@ -384,10 +383,10 @@ class DatasetDocumentSegmentUpdateApi(Resource):
         document = DocumentService.get_document(dataset_id, document_id)
         if not document:
             raise NotFound("Document not found.")
-        if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
+        if dataset.indexing_technique == "high_quality":
             # check embedding model setting
             try:
-                model_manager = ModelManager.for_tenant(tenant_id=current_tenant_id)
+                model_manager = ModelManager()
                 model_manager.get_model_instance(
                     tenant_id=current_tenant_id,
                     provider=dataset.embedding_model_provider,
@@ -402,10 +401,10 @@ class DatasetDocumentSegmentUpdateApi(Resource):
                 raise ProviderNotInitializeError(ex.description)
             # check segment
         segment_id = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
+        segment = (
+            db.session.query(DocumentSegment)
             .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
+            .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
@@ -448,10 +447,10 @@ class DatasetDocumentSegmentUpdateApi(Resource):
             raise NotFound("Document not found.")
         # check segment
         segment_id = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
+        segment = (
+            db.session.query(DocumentSegment)
             .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
+            .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
@@ -495,7 +494,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
         payload = BatchImportPayload.model_validate(console_ns.payload or {})
         upload_file_id = payload.upload_file_id
 
-        upload_file = db.session.scalar(select(UploadFile).where(UploadFile.id == upload_file_id).limit(1))
+        upload_file = db.session.query(UploadFile).where(UploadFile.id == upload_file_id).first()
         if not upload_file:
             raise NotFound("UploadFile not found.")
 
@@ -560,19 +559,19 @@ class ChildChunkAddApi(Resource):
             raise NotFound("Document not found.")
         # check segment
         segment_id = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
+        segment = (
+            db.session.query(DocumentSegment)
             .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
+            .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
         if not current_user.is_dataset_editor:
             raise Forbidden()
         # check embedding model setting
-        if dataset.indexing_technique == IndexTechniqueType.HIGH_QUALITY:
+        if dataset.indexing_technique == "high_quality":
             try:
-                model_manager = ModelManager.for_tenant(tenant_id=current_tenant_id)
+                model_manager = ModelManager()
                 model_manager.get_model_instance(
                     tenant_id=current_tenant_id,
                     provider=dataset.embedding_model_provider,
@@ -617,10 +616,10 @@ class ChildChunkAddApi(Resource):
             raise NotFound("Document not found.")
         # check segment
         segment_id = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
+        segment = (
+            db.session.query(DocumentSegment)
             .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
+            .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
@@ -667,10 +666,10 @@ class ChildChunkAddApi(Resource):
             raise NotFound("Document not found.")
             # check segment
         segment_id = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
+        segment = (
+            db.session.query(DocumentSegment)
             .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
+            .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
@@ -715,24 +714,24 @@ class ChildChunkUpdateApi(Resource):
             raise NotFound("Document not found.")
         # check segment
         segment_id = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
+        segment = (
+            db.session.query(DocumentSegment)
             .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
+            .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
         # check child chunk
         child_chunk_id = str(child_chunk_id)
-        child_chunk = db.session.scalar(
-            select(ChildChunk)
+        child_chunk = (
+            db.session.query(ChildChunk)
             .where(
                 ChildChunk.id == str(child_chunk_id),
                 ChildChunk.tenant_id == current_tenant_id,
                 ChildChunk.segment_id == segment.id,
                 ChildChunk.document_id == document_id,
             )
-            .limit(1)
+            .first()
         )
         if not child_chunk:
             raise NotFound("Child chunk not found.")
@@ -772,24 +771,24 @@ class ChildChunkUpdateApi(Resource):
             raise NotFound("Document not found.")
             # check segment
         segment_id = str(segment_id)
-        segment = db.session.scalar(
-            select(DocumentSegment)
+        segment = (
+            db.session.query(DocumentSegment)
             .where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_tenant_id)
-            .limit(1)
+            .first()
         )
         if not segment:
             raise NotFound("Segment not found.")
         # check child chunk
         child_chunk_id = str(child_chunk_id)
-        child_chunk = db.session.scalar(
-            select(ChildChunk)
+        child_chunk = (
+            db.session.query(ChildChunk)
             .where(
                 ChildChunk.id == str(child_chunk_id),
                 ChildChunk.tenant_id == current_tenant_id,
                 ChildChunk.segment_id == segment.id,
                 ChildChunk.document_id == document_id,
             )
-            .limit(1)
+            .first()
         )
         if not child_chunk:
             raise NotFound("Child chunk not found.")

api/controllers/console/datasets/external.py

@@ -25,7 +25,7 @@ from libs.login import current_account_with_tenant, login_required
 from services.dataset_service import DatasetService
 from services.external_knowledge_service import ExternalDatasetService
 from services.hit_testing_service import HitTestingService
-from services.knowledge_service import BedrockRetrievalSetting, ExternalDatasetTestService
+from services.knowledge_service import ExternalDatasetTestService
 
 
 def _build_dataset_detail_model():
@@ -86,7 +86,7 @@ class ExternalHitTestingPayload(BaseModel):
 
 
 class BedrockRetrievalPayload(BaseModel):
-    retrieval_setting: "BedrockRetrievalSetting"
+    retrieval_setting: dict[str, object]
     query: str
     knowledge_id: str
 

api/controllers/console/datasets/hit_testing_base.py

@@ -19,12 +19,11 @@ from core.errors.error import (
     ProviderTokenNotInitError,
     QuotaExceededError,
 )
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from fields.hit_testing_fields import hit_testing_record_fields
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs.login import current_user
 from models.account import Account
 from services.dataset_service import DatasetService
-from services.entities.knowledge_entities.knowledge_entities import RetrievalModel
 from services.hit_testing_service import HitTestingService
 
 logger = logging.getLogger(__name__)
@@ -32,7 +31,7 @@ logger = logging.getLogger(__name__)
 
 class HitTestingPayload(BaseModel):
     query: str = Field(max_length=250)
-    retrieval_model: RetrievalModel | None = None
+    retrieval_model: dict[str, Any] | None = None
     external_retrieval_model: dict[str, Any] | None = None
     attachment_ids: list[str] | None = None
 

api/controllers/console/datasets/rag_pipeline/datasource_auth.py

@@ -10,8 +10,8 @@ from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
 from core.plugin.impl.oauth import OAuthHandler
-from graphon.model_runtime.errors.validate import CredentialsValidateFailedError
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.model_runtime.errors.validate import CredentialsValidateFailedError
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import current_account_with_tenant, login_required
 from models.provider_ids import DatasourceProviderID
 from services.datasource_provider_service import DatasourceProviderService

api/controllers/console/datasets/rag_pipeline/rag_pipeline.py

@@ -46,8 +46,6 @@ class PipelineTemplateDetailApi(Resource):
         type = request.args.get("type", default="built-in", type=str)
         rag_pipeline_service = RagPipelineService()
         pipeline_template = rag_pipeline_service.get_pipeline_template_detail(template_id, type)
-        if pipeline_template is None:
-            return {"error": "Pipeline template not found from upstream service."}, 404
         return pipeline_template, 200
 
 

api/controllers/console/datasets/rag_pipeline/rag_pipeline_draft_variable.py

@@ -21,12 +21,11 @@ from controllers.console.app.workflow_draft_variable import (
 from controllers.console.datasets.wraps import get_rag_pipeline
 from controllers.console.wraps import account_initialization_required, setup_required
 from controllers.web.error import InvalidArgumentError, NotFoundError
-from core.app.file_access import DatabaseFileAccessController
-from core.workflow.variable_prefixes import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
+from dify_graph.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
+from dify_graph.variables.types import SegmentType
 from extensions.ext_database import db
 from factories.file_factory import build_from_mapping, build_from_mappings
 from factories.variable_factory import build_segment_with_type
-from graphon.variables.types import SegmentType
 from libs.login import current_user, login_required
 from models import Account
 from models.dataset import Pipeline
@@ -34,7 +33,6 @@ from services.rag_pipeline.rag_pipeline import RagPipelineService
 from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
 
 logger = logging.getLogger(__name__)
-_file_access_controller = DatabaseFileAccessController()
 
 
 def _create_pagination_parser():
@@ -225,21 +223,13 @@ class RagPipelineVariableApi(Resource):
             if variable.value_type == SegmentType.FILE:
                 if not isinstance(raw_value, dict):
                     raise InvalidArgumentError(description=f"expected dict for file, got {type(raw_value)}")
-                raw_value = build_from_mapping(
-                    mapping=raw_value,
-                    tenant_id=pipeline.tenant_id,
-                    access_controller=_file_access_controller,
-                )
+                raw_value = build_from_mapping(mapping=raw_value, tenant_id=pipeline.tenant_id)
             elif variable.value_type == SegmentType.ARRAY_FILE:
                 if not isinstance(raw_value, list):
                     raise InvalidArgumentError(description=f"expected list for files, got {type(raw_value)}")
                 if len(raw_value) > 0 and not isinstance(raw_value[0], dict):
                     raise InvalidArgumentError(description=f"expected dict for files[0], got {type(raw_value)}")
-                raw_value = build_from_mappings(
-                    mappings=raw_value,
-                    tenant_id=pipeline.tenant_id,
-                    access_controller=_file_access_controller,
-                )
+                raw_value = build_from_mappings(mappings=raw_value, tenant_id=pipeline.tenant_id)
             new_value = build_segment_with_type(variable.value_type, raw_value)
         draft_var_srv.update_variable(variable, name=new_name, value=new_value)
         db.session.commit()

api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py

@@ -6,7 +6,7 @@ from flask import abort, request
 from flask_restx import Resource, marshal_with  # type: ignore
 from pydantic import BaseModel, Field
 from sqlalchemy.orm import Session
-from werkzeug.exceptions import BadRequest, Forbidden, InternalServerError, NotFound
+from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
 from controllers.common.schema import register_schema_models
@@ -16,11 +16,7 @@ from controllers.console.app.error import (
     DraftWorkflowNotExist,
     DraftWorkflowNotSync,
 )
-from controllers.console.app.workflow import (
-    RESTORE_SOURCE_WORKFLOW_MUST_BE_PUBLISHED_MESSAGE,
-    workflow_model,
-    workflow_pagination_model,
-)
+from controllers.console.app.workflow import workflow_model, workflow_pagination_model
 from controllers.console.app.workflow_run import (
     workflow_run_detail_model,
     workflow_run_node_execution_list_model,
@@ -37,17 +33,16 @@ from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpErr
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.apps.pipeline.pipeline_generator import PipelineGenerator
 from core.app.entities.app_invoke_entities import InvokeFrom
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from extensions.ext_database import db
 from factories import variable_factory
-from graphon.model_runtime.utils.encoders import jsonable_encoder
 from libs import helper
 from libs.helper import TimestampField, UUIDStrOrEmpty
 from libs.login import current_account_with_tenant, current_user, login_required
 from models import Account
 from models.dataset import Pipeline
 from models.model import EndUser
-from models.workflow import Workflow
-from services.errors.app import IsDraftWorkflowError, WorkflowHashNotEqualError, WorkflowNotFoundError
+from services.errors.app import WorkflowHashNotEqualError
 from services.errors.llm import InvokeRateLimitError
 from services.rag_pipeline.pipeline_generate_service import PipelineGenerateService
 from services.rag_pipeline.rag_pipeline import RagPipelineService
@@ -208,12 +203,9 @@ class DraftRagPipelineApi(Resource):
             abort(415)
 
         payload = DraftWorkflowSyncPayload.model_validate(payload_dict)
-        rag_pipeline_service = RagPipelineService()
 
         try:
-            environment_variables_list = Workflow.normalize_environment_variable_mappings(
-                payload.environment_variables or [],
-            )
+            environment_variables_list = payload.environment_variables or []
             environment_variables = [
                 variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
             ]
@@ -221,6 +213,7 @@ class DraftRagPipelineApi(Resource):
             conversation_variables = [
                 variable_factory.build_conversation_variable_from_mapping(obj) for obj in conversation_variables_list
             ]
+            rag_pipeline_service = RagPipelineService()
             workflow = rag_pipeline_service.sync_draft_workflow(
                 pipeline=pipeline,
                 graph=payload.graph,
@@ -712,36 +705,6 @@ class PublishedAllRagPipelineApi(Resource):
             }
 
 
-@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/<string:workflow_id>/restore")
-class RagPipelineDraftWorkflowRestoreApi(Resource):
-    @setup_required
-    @login_required
-    @account_initialization_required
-    @edit_permission_required
-    @get_rag_pipeline
-    def post(self, pipeline: Pipeline, workflow_id: str):
-        current_user, _ = current_account_with_tenant()
-        rag_pipeline_service = RagPipelineService()
-
-        try:
-            workflow = rag_pipeline_service.restore_published_workflow_to_draft(
-                pipeline=pipeline,
-                workflow_id=workflow_id,
-                account=current_user,
-            )
-        except IsDraftWorkflowError as exc:
-            # Use a stable, predefined message to keep the 400 response consistent
-            raise BadRequest(RESTORE_SOURCE_WORKFLOW_MUST_BE_PUBLISHED_MESSAGE) from exc
-        except WorkflowNotFoundError as exc:
-            raise NotFound(str(exc)) from exc
-
-        return {
-            "result": "success",
-            "hash": workflow.unique_hash,
-            "updated_at": TimestampField().format(workflow.updated_at or workflow.created_at),
-        }
-
-
 @console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/<string:workflow_id>")
 class RagPipelineByIdApi(Resource):
     @setup_required

api/controllers/console/datasets/wraps.py

@@ -2,8 +2,6 @@ from collections.abc import Callable
 from functools import wraps
 from typing import ParamSpec, TypeVar
 
-from sqlalchemy import select
-
 from controllers.console.datasets.error import PipelineNotFoundError
 from extensions.ext_database import db
 from libs.login import current_account_with_tenant
@@ -26,8 +24,10 @@ def get_rag_pipeline(view_func: Callable[P, R]):
 
         del kwargs["pipeline_id"]
 
-        pipeline = db.session.scalar(
-            select(Pipeline).where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id).limit(1)
+        pipeline = (
+            db.session.query(Pipeline)
+            .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id)
+            .first()
         )
 
         if not pipeline:

api/controllers/console/explore/audio.py

@@ -19,7 +19,7 @@ from controllers.console.app.error import (
 )
 from controllers.console.explore.wraps import InstalledAppResource
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
-from graphon.model_runtime.errors.invoke import InvokeError
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from services.audio_service import AudioService
 from services.errors.audio import (
     AudioTooLargeServiceError,

api/controllers/console/explore/banner.py

@@ -1,11 +1,9 @@
 from flask import request
 from flask_restx import Resource
-from sqlalchemy import select
 
 from controllers.console import api
 from controllers.console.explore.wraps import explore_banner_enabled
 from extensions.ext_database import db
-from models.enums import BannerStatus
 from models.model import ExporleBanner
 
 
@@ -18,18 +16,14 @@ class BannerApi(Resource):
         language = request.args.get("language", "en-US")
 
         # Build base query for enabled banners
-        base_query = select(ExporleBanner).where(ExporleBanner.status == BannerStatus.ENABLED)
+        base_query = db.session.query(ExporleBanner).where(ExporleBanner.status == "enabled")
 
         # Try to get banners in the requested language
-        banners = db.session.scalars(
-            base_query.where(ExporleBanner.language == language).order_by(ExporleBanner.sort)
-        ).all()
+        banners = base_query.where(ExporleBanner.language == language).order_by(ExporleBanner.sort).all()
 
         # Fallback to en-US if no banners found and language is not en-US
         if not banners and language != "en-US":
-            banners = db.session.scalars(
-                base_query.where(ExporleBanner.language == "en-US").order_by(ExporleBanner.sort)
-            ).all()
+            banners = base_query.where(ExporleBanner.language == "en-US").order_by(ExporleBanner.sort).all()
         # Convert banners to serializable format
         result = []
         for banner in banners:

api/controllers/console/explore/completion.py

@@ -24,8 +24,8 @@ from core.errors.error import (
     ProviderTokenNotInitError,
     QuotaExceededError,
 )
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.datetime_utils import naive_utc_now
 from libs.login import current_user

api/controllers/console/explore/installed_app.py

@@ -133,15 +133,13 @@ class InstalledAppsListApi(Resource):
     def post(self):
         payload = InstalledAppCreatePayload.model_validate(console_ns.payload or {})
 
-        recommended_app = db.session.scalar(
-            select(RecommendedApp).where(RecommendedApp.app_id == payload.app_id).limit(1)
-        )
+        recommended_app = db.session.query(RecommendedApp).where(RecommendedApp.app_id == payload.app_id).first()
         if recommended_app is None:
             raise NotFound("Recommended app not found")
 
         _, current_tenant_id = current_account_with_tenant()
 
-        app = db.session.get(App, payload.app_id)
+        app = db.session.query(App).where(App.id == payload.app_id).first()
 
         if app is None:
             raise NotFound("App entity not found")
@@ -149,10 +147,10 @@ class InstalledAppsListApi(Resource):
         if not app.is_public:
             raise Forbidden("You can't install a non-public app")
 
-        installed_app = db.session.scalar(
-            select(InstalledApp)
+        installed_app = (
+            db.session.query(InstalledApp)
             .where(and_(InstalledApp.app_id == payload.app_id, InstalledApp.tenant_id == current_tenant_id))
-            .limit(1)
+            .first()
         )
 
         if installed_app is None:

api/controllers/console/explore/message.py

@@ -21,13 +21,12 @@ from controllers.console.explore.error import (
 from controllers.console.explore.wraps import InstalledAppResource
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from fields.conversation_fields import ResultResponse
 from fields.message_fields import MessageInfiniteScrollPagination, MessageListItem, SuggestedQuestionsResponse
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.helper import UUIDStrOrEmpty
 from libs.login import current_account_with_tenant
-from models.enums import FeedbackRating
 from models.model import AppMode
 from services.app_generate_service import AppGenerateService
 from services.errors.app import MoreLikeThisDisabledError
@@ -117,7 +116,7 @@ class MessageFeedbackApi(InstalledAppResource):
                 app_model=app_model,
                 message_id=message_id,
                 user=current_user,
-                rating=FeedbackRating(payload.rating) if payload.rating else None,
+                rating=payload.rating,
                 content=payload.content,
             )
         except MessageNotExistsError:

api/controllers/console/explore/trial.py

@@ -4,7 +4,6 @@ from typing import Any, Literal, cast
 from flask import request
 from flask_restx import Resource, fields, marshal, marshal_with
 from pydantic import BaseModel
-from sqlalchemy import select
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
 import services
@@ -42,6 +41,8 @@ from core.errors.error import (
     ProviderTokenNotInitError,
     QuotaExceededError,
 )
+from dify_graph.graph_engine.manager import GraphEngineManager
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from fields.app_fields import (
@@ -59,8 +60,6 @@ from fields.workflow_fields import (
     workflow_fields,
     workflow_partial_fields,
 )
-from graphon.graph_engine.manager import GraphEngineManager
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.helper import uuid_value
 from libs.login import current_user
@@ -477,7 +476,7 @@ class TrialSitApi(Resource):
 
         Returns the site configuration for the application including theme, icons, and text.
         """
-        site = db.session.scalar(select(Site).where(Site.app_id == app_model.id).limit(1))
+        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
 
         if not site:
             raise Forbidden()
@@ -542,7 +541,13 @@ class AppWorkflowApi(Resource):
         if not app_model.workflow_id:
             raise AppUnavailableError()
 
-        workflow = db.session.get(Workflow, app_model.workflow_id)
+        workflow = (
+            db.session.query(Workflow)
+            .where(
+                Workflow.id == app_model.workflow_id,
+            )
+            .first()
+        )
         return workflow
 
 

api/controllers/console/explore/workflow.py

@@ -21,9 +21,9 @@ from core.errors.error import (
     ProviderTokenNotInitError,
     QuotaExceededError,
 )
+from dify_graph.graph_engine.manager import GraphEngineManager
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from extensions.ext_redis import redis_client
-from graphon.graph_engine.manager import GraphEngineManager
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.login import current_account_with_tenant
 from models.model import AppMode, InstalledApp

api/controllers/console/explore/wraps.py

@@ -4,7 +4,6 @@ from typing import Concatenate, ParamSpec, TypeVar
 
 from flask import abort
 from flask_restx import Resource
-from sqlalchemy import select
 from werkzeug.exceptions import NotFound
 
 from controllers.console.explore.error import AppAccessDeniedError, TrialAppLimitExceeded, TrialAppNotAllowed
@@ -25,10 +24,10 @@ def installed_app_required(view: Callable[Concatenate[InstalledApp, P], R] | Non
         @wraps(view)
         def decorated(installed_app_id: str, *args: P.args, **kwargs: P.kwargs):
             _, current_tenant_id = current_account_with_tenant()
-            installed_app = db.session.scalar(
-                select(InstalledApp)
+            installed_app = (
+                db.session.query(InstalledApp)
                 .where(InstalledApp.id == str(installed_app_id), InstalledApp.tenant_id == current_tenant_id)
-                .limit(1)
+                .first()
             )
 
             if installed_app is None:
@@ -79,7 +78,7 @@ def trial_app_required(view: Callable[Concatenate[App, P], R] | None = None):
         def decorated(app_id: str, *args: P.args, **kwargs: P.kwargs):
             current_user, _ = current_account_with_tenant()
 
-            trial_app = db.session.scalar(select(TrialApp).where(TrialApp.app_id == str(app_id)).limit(1))
+            trial_app = db.session.query(TrialApp).where(TrialApp.app_id == str(app_id)).first()
 
             if trial_app is None:
                 raise TrialAppNotAllowed()
@@ -88,10 +87,10 @@ def trial_app_required(view: Callable[Concatenate[App, P], R] | None = None):
             if app is None:
                 raise TrialAppNotAllowed()
 
-            account_trial_app_record = db.session.scalar(
-                select(AccountTrialAppRecord)
+            account_trial_app_record = (
+                db.session.query(AccountTrialAppRecord)
                 .where(AccountTrialAppRecord.account_id == current_user.id, AccountTrialAppRecord.app_id == app_id)
-                .limit(1)
+                .first()
             )
             if account_trial_app_record:
                 if account_trial_app_record.count >= trial_app.trial_limit:

api/controllers/console/remote_files.py

@@ -13,9 +13,9 @@ from controllers.common.errors import (
 )
 from controllers.console import console_ns
 from core.helper import ssrf_proxy
+from dify_graph.file import helpers as file_helpers
 from extensions.ext_database import db
 from fields.file_fields import FileWithSignedUrl, RemoteFileInfo
-from graphon.file import helpers as file_helpers
 from libs.login import current_account_with_tenant, login_required
 from services.file_service import FileService
 

api/controllers/console/setup.py

@@ -2,7 +2,6 @@ from typing import Literal
 
 from flask import request
 from pydantic import BaseModel, Field, field_validator
-from sqlalchemy import select
 
 from configs import dify_config
 from controllers.fastopenapi import console_router
@@ -101,6 +100,6 @@ def setup_system(payload: SetupRequestPayload) -> SetupResponse:
 
 def get_setup_status() -> DifySetup | bool | None:
     if dify_config.EDITION == "SELF_HOSTED":
-        return db.session.scalar(select(DifySetup).limit(1))
+        return db.session.query(DifySetup).first()
 
     return True

api/controllers/console/workspace/account.py

@@ -212,13 +212,13 @@ class AccountInitApi(Resource):
                 raise ValueError("invitation_code is required")
 
             # check invitation code
-            invitation_code = db.session.scalar(
-                select(InvitationCode)
+            invitation_code = (
+                db.session.query(InvitationCode)
                 .where(
                     InvitationCode.code == args.invitation_code,
                     InvitationCode.status == InvitationCodeStatus.UNUSED,
                 )
-                .limit(1)
+                .first()
             )
 
             if not invitation_code:

api/controllers/console/workspace/agent_providers.py

@@ -2,7 +2,7 @@ from flask_restx import Resource, fields
 
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import current_account_with_tenant, login_required
 from services.agent_service import AgentService
 

api/controllers/console/workspace/endpoint.py

@@ -8,7 +8,7 @@ from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
 from core.plugin.impl.exc import PluginPermissionDeniedError
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import current_account_with_tenant, login_required
 from services.plugin.endpoint_service import EndpointService
 

api/controllers/console/workspace/load_balancing_config.py

@@ -5,8 +5,8 @@ from werkzeug.exceptions import Forbidden
 from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
-from graphon.model_runtime.entities.model_entities import ModelType
-from graphon.model_runtime.errors.validate import CredentialsValidateFailedError
+from dify_graph.model_runtime.entities.model_entities import ModelType
+from dify_graph.model_runtime.errors.validate import CredentialsValidateFailedError
 from libs.login import current_account_with_tenant, login_required
 from models import TenantAccountRole
 from services.model_load_balancing_service import ModelLoadBalancingService

api/controllers/console/workspace/members.py

@@ -171,7 +171,7 @@ class MemberCancelInviteApi(Resource):
         current_user, _ = current_account_with_tenant()
         if not current_user.current_tenant:
             raise ValueError("No current tenant")
-        member = db.session.get(Account, str(member_id))
+        member = db.session.query(Account).where(Account.id == str(member_id)).first()
         if member is None:
             abort(404)
         else:

api/controllers/console/workspace/model_providers.py

@@ -7,9 +7,9 @@ from pydantic import BaseModel, Field, field_validator
 
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
-from graphon.model_runtime.entities.model_entities import ModelType
-from graphon.model_runtime.errors.validate import CredentialsValidateFailedError
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.model_runtime.entities.model_entities import ModelType
+from dify_graph.model_runtime.errors.validate import CredentialsValidateFailedError
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.helper import uuid_value
 from libs.login import current_account_with_tenant, login_required
 from services.billing_service import BillingService

api/controllers/console/workspace/models.py

@@ -8,9 +8,9 @@ from pydantic import BaseModel, Field, field_validator
 from controllers.common.schema import register_enum_models, register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
-from graphon.model_runtime.entities.model_entities import ModelType
-from graphon.model_runtime.errors.validate import CredentialsValidateFailedError
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.model_runtime.entities.model_entities import ModelType
+from dify_graph.model_runtime.errors.validate import CredentialsValidateFailedError
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.helper import uuid_value
 from libs.login import current_account_with_tenant, login_required
 from services.model_load_balancing_service import ModelLoadBalancingService
@@ -282,18 +282,14 @@ class ModelProviderModelCredentialApi(Resource):
         )
 
         if args.config_from == "predefined-model":
-            available_credentials = model_provider_service.get_provider_available_credentials(
-                tenant_id=tenant_id,
-                provider=provider,
+            available_credentials = model_provider_service.provider_manager.get_provider_available_credentials(
+                tenant_id=tenant_id, provider_name=provider
             )
         else:
             # Normalize model_type to the origin value stored in DB (e.g., "text-generation" for LLM)
             normalized_model_type = args.model_type.to_origin_model_type()
-            available_credentials = model_provider_service.get_provider_model_available_credentials(
-                tenant_id=tenant_id,
-                provider=provider,
-                model_type=normalized_model_type,
-                model=args.model,
+            available_credentials = model_provider_service.provider_manager.get_provider_model_available_credentials(
+                tenant_id=tenant_id, provider_name=provider, model_type=normalized_model_type, model_name=args.model
             )
 
         return jsonable_encoder(

api/controllers/console/workspace/plugin.py

@@ -14,7 +14,7 @@ from controllers.console import console_ns
 from controllers.console.workspace import plugin_permission_required
 from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
 from core.plugin.impl.exc import PluginDaemonClientSideError
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import current_account_with_tenant, login_required
 from models.account import TenantPluginAutoUpgradeStrategy, TenantPluginPermission
 from services.plugin.plugin_auto_upgrade_service import PluginAutoUpgradeService

api/controllers/console/workspace/tool_providers.py

@@ -26,8 +26,8 @@ from core.mcp.mcp_client import MCPClient
 from core.plugin.entities.plugin_daemon import CredentialType
 from core.plugin.impl.oauth import OAuthHandler
 from core.tools.entities.tool_entities import ApiProviderSchemaType, WorkflowToolParameterConfiguration
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from extensions.ext_database import db
-from graphon.model_runtime.utils.encoders import jsonable_encoder
 from libs.helper import alphanumeric, uuid_value
 from libs.login import current_account_with_tenant, login_required
 from models.provider_ids import ToolProviderID

api/controllers/console/workspace/trigger_providers.py

@@ -14,8 +14,8 @@ from core.plugin.entities.plugin_daemon import CredentialType
 from core.plugin.impl.oauth import OAuthHandler
 from core.trigger.entities.entities import SubscriptionBuilderUpdater
 from core.trigger.trigger_manager import TriggerManager
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from extensions.ext_database import db
-from graphon.model_runtime.utils.encoders import jsonable_encoder
 from libs.login import current_user, login_required
 from models.account import Account
 from models.provider_ids import TriggerProviderID

api/controllers/console/workspace/workspace.py

@@ -7,7 +7,6 @@ from sqlalchemy import select
 from werkzeug.exceptions import Unauthorized
 
 import services
-from configs import dify_config
 from controllers.common.errors import (
     FilenameNotExistsError,
     FileTooLargeError,
@@ -30,7 +29,6 @@ from libs.helper import TimestampField
 from libs.login import current_account_with_tenant, login_required
 from models.account import Tenant, TenantStatus
 from services.account_service import TenantService
-from services.billing_service import BillingService, SubscriptionPlan
 from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 from services.file_service import FileService
@@ -110,29 +108,9 @@ class TenantListApi(Resource):
         current_user, current_tenant_id = current_account_with_tenant()
         tenants = TenantService.get_join_tenants(current_user)
         tenant_dicts = []
-        is_enterprise_only = dify_config.ENTERPRISE_ENABLED and not dify_config.BILLING_ENABLED
-        is_saas = dify_config.EDITION == "CLOUD" and dify_config.BILLING_ENABLED
-        tenant_plans: dict[str, SubscriptionPlan] = {}
-
-        if is_saas:
-            tenant_ids = [tenant.id for tenant in tenants]
-            if tenant_ids:
-                tenant_plans = BillingService.get_plan_bulk(tenant_ids)
-                if not tenant_plans:
-                    logger.warning("get_plan_bulk returned empty result, falling back to legacy feature path")
 
         for tenant in tenants:
-            plan: str = CloudPlan.SANDBOX
-            if is_saas:
-                tenant_plan = tenant_plans.get(tenant.id)
-                if tenant_plan:
-                    plan = tenant_plan["plan"] or CloudPlan.SANDBOX
-                else:
-                    features = FeatureService.get_features(tenant.id)
-                    plan = features.billing.subscription.plan or CloudPlan.SANDBOX
-            elif not is_enterprise_only:
-                features = FeatureService.get_features(tenant.id)
-                plan = features.billing.subscription.plan or CloudPlan.SANDBOX
+            features = FeatureService.get_features(tenant.id)
 
             # Create a dictionary with tenant attributes
             tenant_dict = {
@@ -140,7 +118,7 @@ class TenantListApi(Resource):
                 "name": tenant.name,
                 "status": tenant.status,
                 "created_at": tenant.created_at,
-                "plan": plan,
+                "plan": features.billing.subscription.plan if features.billing.enabled else CloudPlan.SANDBOX,
                 "current": tenant.id == current_tenant_id if current_tenant_id else False,
             }
 
@@ -220,7 +198,7 @@ class SwitchWorkspaceApi(Resource):
         except Exception:
             raise AccountNotLinkTenantError("Account not link tenant")
 
-        new_tenant = db.session.get(Tenant, args.tenant_id)  # Get new tenant
+        new_tenant = db.session.query(Tenant).get(args.tenant_id)  # Get new tenant
         if new_tenant is None:
             raise ValueError("Tenant not found")
 

api/controllers/console/wraps.py

@@ -7,7 +7,6 @@ from functools import wraps
 from typing import ParamSpec, TypeVar
 
 from flask import abort, request
-from sqlalchemy import select
 
 from configs import dify_config
 from controllers.console.auth.error import AuthenticationFailedError, EmailCodeError
@@ -219,9 +218,13 @@ def setup_required(view: Callable[P, R]) -> Callable[P, R]:
     @wraps(view)
     def decorated(*args: P.args, **kwargs: P.kwargs) -> R:
         # check setup
-        if dify_config.EDITION == "SELF_HOSTED" and not db.session.scalar(select(DifySetup).limit(1)):
-            if os.environ.get("INIT_PASSWORD"):
-                raise NotInitValidateError()
+        if (
+            dify_config.EDITION == "SELF_HOSTED"
+            and os.environ.get("INIT_PASSWORD")
+            and not db.session.query(DifySetup).first()
+        ):
+            raise NotInitValidateError()
+        elif dify_config.EDITION == "SELF_HOSTED" and not db.session.query(DifySetup).first():
             raise NotSetupError()
 
         return view(*args, **kwargs)

api/controllers/files/tool_files.py

@@ -70,25 +70,22 @@ class ToolFileApi(Resource):
         except Exception:
             raise UnsupportedFileTypeError()
 
-        mime_type = tool_file.mime_type
-        filename = tool_file.filename
-
         response = Response(
             stream,
-            mimetype=mime_type,
+            mimetype=tool_file.mimetype,
             direct_passthrough=True,
             headers={},
         )
         if tool_file.size > 0:
             response.headers["Content-Length"] = str(tool_file.size)
-        if args.as_attachment and filename:
-            encoded_filename = quote(filename)
+        if args.as_attachment:
+            encoded_filename = quote(tool_file.name)
             response.headers["Content-Disposition"] = f"attachment; filename*=UTF-8''{encoded_filename}"
 
         enforce_download_for_html(
             response,
-            mime_type=mime_type,
-            filename=filename,
+            mime_type=tool_file.mimetype,
+            filename=tool_file.name,
             extension=extension,
         )
 

api/controllers/files/upload.py

@@ -7,8 +7,8 @@ from pydantic import BaseModel, Field
 from werkzeug.exceptions import Forbidden
 
 import services
-from core.tools.signature import verify_plugin_file_signature
 from core.tools.tool_file_manager import ToolFileManager
+from dify_graph.file.helpers import verify_plugin_file_signature
 from fields.file_fields import FileResponse
 
 from ..common.errors import (

api/controllers/inner_api/__init__.py

@@ -16,14 +16,12 @@ api = ExternalApi(
 inner_api_ns = Namespace("inner_api", description="Internal API operations", path="/")
 
 from . import mail as _mail
-from .app import dsl as _app_dsl
 from .plugin import plugin as _plugin
 from .workspace import workspace as _workspace
 
 api.add_namespace(inner_api_ns)
 
 __all__ = [
-    "_app_dsl",
     "_mail",
     "_plugin",
     "_workspace",

api/controllers/inner_api/app/__init__.py

@@ -1 +0,0 @@
-

api/controllers/inner_api/app/dsl.py

@@ -1,110 +0,0 @@
-"""Inner API endpoints for app DSL import/export.
-
-Called by the enterprise admin-api service. Import requires ``creator_email``
-to attribute the created app; workspace/membership validation is done by the
-Go admin-api caller.
-"""
-
-from flask import request
-from flask_restx import Resource
-from pydantic import BaseModel, Field
-from sqlalchemy.orm import Session
-
-from controllers.common.schema import register_schema_model
-from controllers.console.wraps import setup_required
-from controllers.inner_api import inner_api_ns
-from controllers.inner_api.wraps import enterprise_inner_api_only
-from extensions.ext_database import db
-from models import Account, App
-from models.account import AccountStatus
-from services.app_dsl_service import AppDslService, ImportMode, ImportStatus
-
-
-class InnerAppDSLImportPayload(BaseModel):
-    yaml_content: str = Field(description="YAML DSL content")
-    creator_email: str = Field(description="Email of the workspace member who will own the imported app")
-    name: str | None = Field(default=None, description="Override app name from DSL")
-    description: str | None = Field(default=None, description="Override app description from DSL")
-
-
-register_schema_model(inner_api_ns, InnerAppDSLImportPayload)
-
-
-@inner_api_ns.route("/enterprise/workspaces/<string:workspace_id>/dsl/import")
-class EnterpriseAppDSLImport(Resource):
-    @setup_required
-    @enterprise_inner_api_only
-    @inner_api_ns.doc("enterprise_app_dsl_import")
-    @inner_api_ns.expect(inner_api_ns.models[InnerAppDSLImportPayload.__name__])
-    @inner_api_ns.doc(
-        responses={
-            200: "Import completed",
-            202: "Import pending (DSL version mismatch requires confirmation)",
-            400: "Import failed (business error)",
-            404: "Creator account not found or inactive",
-        }
-    )
-    def post(self, workspace_id: str):
-        """Import a DSL into a workspace on behalf of a specified creator."""
-        args = InnerAppDSLImportPayload.model_validate(inner_api_ns.payload or {})
-
-        account = _get_active_account(args.creator_email)
-        if account is None:
-            return {"message": f"account '{args.creator_email}' not found or inactive"}, 404
-
-        account.set_tenant_id(workspace_id)
-
-        with Session(db.engine) as session:
-            dsl_service = AppDslService(session)
-            result = dsl_service.import_app(
-                account=account,
-                import_mode=ImportMode.YAML_CONTENT,
-                yaml_content=args.yaml_content,
-                name=args.name,
-                description=args.description,
-            )
-            session.commit()
-
-        if result.status == ImportStatus.FAILED:
-            return result.model_dump(mode="json"), 400
-        if result.status == ImportStatus.PENDING:
-            return result.model_dump(mode="json"), 202
-        return result.model_dump(mode="json"), 200
-
-
-@inner_api_ns.route("/enterprise/apps/<string:app_id>/dsl")
-class EnterpriseAppDSLExport(Resource):
-    @setup_required
-    @enterprise_inner_api_only
-    @inner_api_ns.doc(
-        "enterprise_app_dsl_export",
-        responses={
-            200: "Export successful",
-            404: "App not found",
-        },
-    )
-    def get(self, app_id: str):
-        """Export an app's DSL as YAML."""
-        include_secret = request.args.get("include_secret", "false").lower() == "true"
-
-        app_model = db.session.query(App).filter_by(id=app_id).first()
-        if not app_model:
-            return {"message": "app not found"}, 404
-
-        data = AppDslService.export_dsl(
-            app_model=app_model,
-            include_secret=include_secret,
-        )
-
-        return {"data": data}, 200
-
-
-def _get_active_account(email: str) -> Account | None:
-    """Look up an active account by email.
-
-    Workspace membership is already validated by the Go admin-api caller.
-    """
-    account = db.session.query(Account).filter_by(email=email).first()
-    if account is None or account.status != AccountStatus.ACTIVE:
-        return None
-    return account

api/controllers/inner_api/plugin/plugin.py

@@ -28,8 +28,8 @@ from core.plugin.entities.request import (
     RequestRequestUploadFile,
 )
 from core.tools.entities.tool_entities import ToolProviderType
-from core.tools.signature import get_signed_file_url_for_plugin
-from graphon.model_runtime.utils.encoders import jsonable_encoder
+from dify_graph.file.helpers import get_signed_file_url_for_plugin
+from dify_graph.model_runtime.utils.encoders import jsonable_encoder
 from libs.helper import length_prefixed_response
 from models import Account, Tenant
 from models.model import EndUser

api/controllers/inner_api/plugin/wraps.py

@@ -5,7 +5,6 @@ from typing import ParamSpec, TypeVar
 from flask import current_app, request
 from flask_login import user_logged_in
 from pydantic import BaseModel
-from sqlalchemy import select
 from sqlalchemy.orm import Session
 
 from extensions.ext_database import db
@@ -37,16 +36,23 @@ def get_user(tenant_id: str, user_id: str | None) -> EndUser:
             user_model = None
 
             if is_anonymous:
-                user_model = session.scalar(
-                    select(EndUser)
+                user_model = (
+                    session.query(EndUser)
                     .where(
                         EndUser.session_id == user_id,
                         EndUser.tenant_id == tenant_id,
                     )
-                    .limit(1)
+                    .first()
                 )
             else:
-                user_model = session.get(EndUser, user_id)
+                user_model = (
+                    session.query(EndUser)
+                    .where(
+                        EndUser.id == user_id,
+                        EndUser.tenant_id == tenant_id,
+                    )
+                    .first()
+                )
 
             if not user_model:
                 user_model = EndUser(
@@ -79,7 +85,16 @@ def get_user_tenant(view_func: Callable[P, R]):
         if not user_id:
             user_id = DefaultEndUserSessionID.DEFAULT_SESSION_ID
 
-        tenant_model = db.session.get(Tenant, tenant_id)
+        try:
+            tenant_model = (
+                db.session.query(Tenant)
+                .where(
+                    Tenant.id == tenant_id,
+                )
+                .first()
+            )
+        except Exception:
+            raise ValueError("tenant not found")
 
         if not tenant_model:
             raise ValueError("tenant not found")

api/controllers/inner_api/workspace/workspace.py

@@ -2,7 +2,6 @@ import json
 
 from flask_restx import Resource
 from pydantic import BaseModel
-from sqlalchemy import select
 
 from controllers.common.schema import register_schema_models
 from controllers.console.wraps import setup_required
@@ -43,7 +42,7 @@ class EnterpriseWorkspace(Resource):
     def post(self):
         args = WorkspaceCreatePayload.model_validate(inner_api_ns.payload or {})
 
-        account = db.session.scalar(select(Account).where(Account.email == args.owner_email).limit(1))
+        account = db.session.query(Account).filter_by(email=args.owner_email).first()
         if account is None:
             return {"message": "owner account not found."}, 404
 

api/controllers/inner_api/wraps.py

@@ -75,7 +75,7 @@ def enterprise_inner_api_user_auth(view: Callable[P, R]):
         if signature_base64 != token:
             return view(*args, **kwargs)
 
-        kwargs["user"] = db.session.get(EndUser, user_id)
+        kwargs["user"] = db.session.query(EndUser).where(EndUser.id == user_id).first()
 
         return view(*args, **kwargs)
 

api/controllers/mcp/mcp.py

@@ -9,8 +9,8 @@ from controllers.common.schema import register_schema_model
 from controllers.mcp import mcp_ns
 from core.mcp import types as mcp_types
 from core.mcp.server.streamable_http import handle_mcp_request
+from dify_graph.variables.input_entities import VariableEntity
 from extensions.ext_database import db
-from graphon.variables.input_entities import VariableEntity
 from libs import helper
 from models.enums import AppMCPServerStatus
 from models.model import App, AppMCPServer, AppMode, EndUser

api/controllers/service_api/app/audio.py

@@ -21,7 +21,7 @@ from controllers.service_api.app.error import (
 )
 from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
-from graphon.model_runtime.errors.invoke import InvokeError
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from models.model import App, EndUser
 from services.audio_service import AudioService
 from services.errors.audio import (

api/controllers/service_api/app/completion.py

@@ -28,7 +28,7 @@ from core.errors.error import (
     QuotaExceededError,
 )
 from core.helper.trace_id_helper import get_external_trace_id
-from graphon.model_runtime.errors.invoke import InvokeError
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.helper import UUIDStrOrEmpty
 from models.model import App, AppMode, EndUser

api/controllers/service_api/app/file_preview.py

@@ -4,7 +4,6 @@ from urllib.parse import quote
 from flask import Response, request
 from flask_restx import Resource
 from pydantic import BaseModel, Field
-from sqlalchemy import select
 
 from controllers.common.file_response import enforce_download_for_html
 from controllers.common.schema import register_schema_model
@@ -103,27 +102,27 @@ class FilePreviewApi(Resource):
                 raise FileAccessDeniedError("Invalid file or app identifier")
 
             # First, find the MessageFile that references this upload file
-            message_file = db.session.scalar(select(MessageFile).where(MessageFile.upload_file_id == file_id).limit(1))
+            message_file = db.session.query(MessageFile).where(MessageFile.upload_file_id == file_id).first()
 
             if not message_file:
                 raise FileNotFoundError("File not found in message context")
 
             # Get the message and verify it belongs to the requesting app
-            message = db.session.scalar(
-                select(Message).where(Message.id == message_file.message_id, Message.app_id == app_id).limit(1)
+            message = (
+                db.session.query(Message).where(Message.id == message_file.message_id, Message.app_id == app_id).first()
             )
 
             if not message:
                 raise FileAccessDeniedError("File access denied: not owned by requesting app")
 
             # Get the actual upload file record
-            upload_file = db.session.get(UploadFile, file_id)
+            upload_file = db.session.query(UploadFile).where(UploadFile.id == file_id).first()
 
             if not upload_file:
                 raise FileNotFoundError("Upload file record not found")
 
             # Additional security: verify tenant isolation
-            app = db.session.get(App, app_id)
+            app = db.session.query(App).where(App.id == app_id).first()
             if app and upload_file.tenant_id != app.tenant_id:
                 raise FileAccessDeniedError("File access denied: tenant mismatch")
 

api/controllers/service_api/app/message.py

@@ -15,7 +15,6 @@ from core.app.entities.app_invoke_entities import InvokeFrom
 from fields.conversation_fields import ResultResponse
 from fields.message_fields import MessageInfiniteScrollPagination, MessageListItem
 from libs.helper import UUIDStrOrEmpty
-from models.enums import FeedbackRating
 from models.model import App, AppMode, EndUser
 from services.errors.message import (
     FirstMessageNotExistsError,
@@ -117,7 +116,7 @@ class MessageFeedbackApi(Resource):
                 app_model=app_model,
                 message_id=message_id,
                 user=end_user,
-                rating=FeedbackRating(payload.rating) if payload.rating else None,
+                rating=payload.rating,
                 content=payload.content,
             )
         except MessageNotExistsError:

api/controllers/service_api/app/site.py

@@ -1,5 +1,4 @@
 from flask_restx import Resource
-from sqlalchemy import select
 from werkzeug.exceptions import Forbidden
 
 from controllers.common.fields import Site as SiteResponse
@@ -29,7 +28,7 @@ class AppSiteApi(Resource):
 
         Returns the site configuration for the application including theme, icons, and text.
         """
-        site = db.session.scalar(select(Site).where(Site.app_id == app_model.id).limit(1))
+        site = db.session.query(Site).where(Site.app_id == app_model.id).first()
 
         if not site:
             raise Forbidden()

api/controllers/service_api/app/workflow.py

@@ -27,12 +27,12 @@ from core.errors.error import (
     QuotaExceededError,
 )
 from core.helper.trace_id_helper import get_external_trace_id
+from dify_graph.enums import WorkflowExecutionStatus
+from dify_graph.graph_engine.manager import GraphEngineManager
+from dify_graph.model_runtime.errors.invoke import InvokeError
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from fields.workflow_app_log_fields import build_workflow_app_log_pagination_model
-from graphon.enums import WorkflowExecutionStatus
-from graphon.graph_engine.manager import GraphEngineManager
-from graphon.model_runtime.errors.invoke import InvokeError
 from libs import helper
 from libs.helper import OptionalTimestampField, TimestampField
 from models.model import App, AppMode, EndUser

api/controllers/service_api/dataset/dataset.py

@@ -14,11 +14,10 @@ from controllers.service_api.wraps import (
     DatasetApiResource,
     cloud_edition_billing_rate_limit_check,
 )
-from core.plugin.impl.model_runtime_factory import create_plugin_provider_manager
-from core.rag.index_processor.constant.index_type import IndexTechniqueType
+from core.provider_manager import ProviderManager
+from dify_graph.model_runtime.entities.model_entities import ModelType
 from fields.dataset_fields import dataset_detail_fields
 from fields.tag_fields import DataSetTag
-from graphon.model_runtime.entities.model_entities import ModelType
 from libs.login import current_user
 from models.account import Account
 from models.dataset import DatasetPermissionEnum
@@ -140,10 +139,10 @@ class DatasetListApi(DatasetApiResource):
             query.page, query.limit, tenant_id, current_user, query.keyword, query.tag_ids, query.include_all
         )
         # check embedding setting
+        provider_manager = ProviderManager()
         assert isinstance(current_user, Account)
         cid = current_user.current_tenant_id
         assert cid is not None
-        provider_manager = create_plugin_provider_manager(tenant_id=cid)
         configurations = provider_manager.get_configurations(tenant_id=cid)
 
         embedding_models = configurations.get_models(model_type=ModelType.TEXT_EMBEDDING, only_active=True)
@@ -154,20 +153,15 @@ class DatasetListApi(DatasetApiResource):
 
         data = marshal(datasets, dataset_detail_fields)
         for item in data:
-            if (
-                item["indexing_technique"] == IndexTechniqueType.HIGH_QUALITY  # pyrefly: ignore[bad-index]
-                and item["embedding_model_provider"]  # pyrefly: ignore[bad-index]
-            ):
-                item["embedding_model_provider"] = str(  # pyrefly: ignore[unsupported-operation]
-                    ModelProviderID(item["embedding_model_provider"])  # pyrefly: ignore[bad-index]
-                )
-                item_model = f"{item['embedding_model']}:{item['embedding_model_provider']}"  # pyrefly: ignore[bad-index]
+            if item["indexing_technique"] == "high_quality" and item["embedding_model_provider"]:
+                item["embedding_model_provider"] = str(ModelProviderID(item["embedding_model_provider"]))
+                item_model = f"{item['embedding_model']}:{item['embedding_model_provider']}"
                 if item_model in model_names:
-                    item["embedding_available"] = True  # type: ignore
+                    item["embedding_available"] = True
                 else:
-                    item["embedding_available"] = False  # type: ignore
+                    item["embedding_available"] = False
             else:
-                item["embedding_available"] = True  # type: ignore
+                item["embedding_available"] = True
         response = {
             "data": data,
             "has_more": len(datasets) == query.limit,
@@ -259,10 +253,10 @@ class DatasetApi(DatasetApiResource):
             raise Forbidden(str(e))
         data = cast(dict[str, Any], marshal(dataset, dataset_detail_fields))
         # check embedding setting
+        provider_manager = ProviderManager()
         assert isinstance(current_user, Account)
         cid = current_user.current_tenant_id
         assert cid is not None
-        provider_manager = create_plugin_provider_manager(tenant_id=cid)
         configurations = provider_manager.get_configurations(tenant_id=cid)
 
         embedding_models = configurations.get_models(model_type=ModelType.TEXT_EMBEDDING, only_active=True)
@@ -271,7 +265,7 @@ class DatasetApi(DatasetApiResource):
         for embedding_model in embedding_models:
             model_names.append(f"{embedding_model.model}:{embedding_model.provider.provider}")
 
-        if data.get("indexing_technique") == IndexTechniqueType.HIGH_QUALITY:
+        if data.get("indexing_technique") == "high_quality":
             item_model = f"{data.get('embedding_model')}:{data.get('embedding_model_provider')}"
             if item_model in model_names:
                 data["embedding_available"] = True
@@ -321,7 +315,7 @@ class DatasetApi(DatasetApiResource):
         # check embedding model setting
         embedding_model_provider = payload.embedding_model_provider
         embedding_model = payload.embedding_model
-        if payload.indexing_technique == IndexTechniqueType.HIGH_QUALITY or embedding_model_provider:
+        if payload.indexing_technique == "high_quality" or embedding_model_provider:
             if embedding_model_provider and embedding_model:
                 DatasetService.check_embedding_model_setting(
                     dataset.tenant_id, embedding_model_provider, embedding_model

api/controllers/service_api/dataset/document.py

@@ -36,7 +36,6 @@ from extensions.ext_database import db
 from fields.document_fields import document_fields, document_status_fields
 from libs.login import current_user
 from models.dataset import Dataset, Document, DocumentSegment
-from models.enums import SegmentStatus
 from services.dataset_service import DatasetService, DocumentService
 from services.entities.knowledge_entities.knowledge_entities import (
     KnowledgeConfig,
@@ -623,15 +622,13 @@ class DocumentIndexingStatusApi(DatasetApiResource):
                 .where(
                     DocumentSegment.completed_at.isnot(None),
                     DocumentSegment.document_id == str(document.id),
-                    DocumentSegment.status != SegmentStatus.RE_SEGMENT,
+                    DocumentSegment.status != "re_segment",
                 )
                 .count()
             )
             total_segments = (
                 db.session.query(DocumentSegment)
-                .where(
-                    DocumentSegment.document_id == str(document.id), DocumentSegment.status != SegmentStatus.RE_SEGMENT
-                )
+                .where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
                 .count()
             )
             # Create a dictionary with document attributes and additional fields