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Merge main HEAD (segment 5) into sandboxed-agent-rebase

Browse Source 
Resolve 83 conflicts: 10 backend, 62 frontend, 11 config/lock files.
Preserve sandbox/agent/collaboration features while adopting main's
UI refactorings (Dialog/AlertDialog/Popover), model provider updates,
and enterprise features.

Made-with: Cursor
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Novice
2026-03-23 14:20:06 +08:00
parent 4f236cab7f 886854eff8
commit fd124e6d32
1671 changed files with 124822 additions and 22302 deletions
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53
.agents/skills/component-refactoring/SKILL.md
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@@ -187,53 +187,12 @@ const Template = useMemo(() => {
**When**: Component directly handles API calls, data transformation, or complex async operations.
**Dify Convention**: Use `@tanstack/react-query` hooks from `web/service/use-*.ts` or create custom data hooks.
```typescript
// ❌ Before: API logic in component
const MCPServiceCard = () => {
const [basicAppConfig, setBasicAppConfig] = useState({})
useEffect(() => {
if (isBasicApp && appId) {
(async () => {
const res = await fetchAppDetail({ url: '/apps', id: appId })
setBasicAppConfig(res?.model_config || {})
})()
}
}, [appId, isBasicApp])
// More API-related logic...
}
// ✅ After: Extract to data hook using React Query
// use-app-config.ts
import { useQuery } from '@tanstack/react-query'
import { get } from '@/service/base'
const NAME_SPACE = 'appConfig'
export const useAppConfig = (appId: string, isBasicApp: boolean) => {
return useQuery({
enabled: isBasicApp && !!appId,
queryKey: [NAME_SPACE, 'detail', appId],
queryFn: () => get<AppDetailResponse>(`/apps/${appId}`),
select: data => data?.model_config || {},
})
}
// Component becomes cleaner
const MCPServiceCard = () => {
const { data: config, isLoading } = useAppConfig(appId, isBasicApp)
// UI only
}
```
**React Query Best Practices in Dify**:
- Define `NAME_SPACE` for query key organization
- Use `enabled` option for conditional fetching
- Use `select` for data transformation
- Export invalidation hooks: `useInvalidXxx`
**Dify Convention**:
- This skill is for component decomposition, not query/mutation design.
- When refactoring data fetching, follow `web/AGENTS.md`.
- Use `frontend-query-mutation` for contracts, query shape, data-fetching wrappers, query/mutation call-site patterns, conditional queries, invalidation, and mutation error handling.
- Do not introduce deprecated `useInvalid` / `useReset`.
- Do not add thin passthrough `useQuery` wrappers during refactoring; only extract a custom hook when it truly orchestrates multiple queries/mutations or shared derived state.
**Dify Examples**:
- `web/service/use-workflow.ts`

46
.agents/skills/component-refactoring/references/hook-extraction.md
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@@ -155,48 +155,14 @@ const Configuration: FC = () => {
## Common Hook Patterns in Dify
### 1. Data Fetching Hook (React Query)
### 1. Data Fetching / Mutation Hooks
```typescript
// Pattern: Use @tanstack/react-query for data fetching
import { useQuery, useQueryClient } from '@tanstack/react-query'
import { get } from '@/service/base'
import { useInvalid } from '@/service/use-base'
When hook extraction touches query or mutation code, do not use this reference as the source of truth for data-layer patterns.
const NAME_SPACE = 'appConfig'
// Query keys for cache management
export const appConfigQueryKeys = {
detail: (appId: string) => [NAME_SPACE, 'detail', appId] as const,
}
// Main data hook
export const useAppConfig = (appId: string) => {
return useQuery({
enabled: !!appId,
queryKey: appConfigQueryKeys.detail(appId),
queryFn: () => get<AppDetailResponse>(`/apps/${appId}`),
select: data => data?.model_config || null,
})
}
// Invalidation hook for refreshing data
export const useInvalidAppConfig = () => {
return useInvalid([NAME_SPACE])
}
// Usage in component
const Component = () => {
const { data: config, isLoading, error, refetch } = useAppConfig(appId)
const invalidAppConfig = useInvalidAppConfig()
const handleRefresh = () => {
invalidAppConfig() // Invalidates cache and triggers refetch
}
return <div>...</div>
}
```
- Follow `web/AGENTS.md` first.
- Use `frontend-query-mutation` for contracts, query shape, data-fetching wrappers, query/mutation call-site patterns, conditional queries, invalidation, and mutation error handling.
- Do not introduce deprecated `useInvalid` / `useReset`.
- Do not extract thin passthrough `useQuery` hooks; only extract orchestration hooks.
### 2. Form State Hook

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.agents/skills/frontend-query-mutation/SKILL.md Normal file
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@@ -0,0 +1,44 @@
---
name: frontend-query-mutation
description: Guide for implementing Dify frontend query and mutation patterns with TanStack Query and oRPC. Trigger when creating or updating contracts in web/contract, wiring router composition, consuming consoleQuery or marketplaceQuery in components or services, deciding whether to call queryOptions() directly or extract a helper or use-* hook, handling conditional queries, cache invalidation, mutation error handling, or migrating legacy service calls to contract-first query and mutation helpers.
---
# Frontend Query & Mutation
## Intent
- Keep contract as the single source of truth in `web/contract/*`.
- Prefer contract-shaped `queryOptions()` and `mutationOptions()`.
- Keep invalidation and mutation flow knowledge in the service layer.
- Keep abstractions minimal to preserve TypeScript inference.
## Workflow
1. Identify the change surface.
- Read `references/contract-patterns.md` for contract files, router composition, client helpers, and query or mutation call-site shape.
- Read `references/runtime-rules.md` for conditional queries, invalidation, error handling, and legacy migrations.
- Read both references when a task spans contract shape and runtime behavior.
2. Implement the smallest abstraction that fits the task.
- Default to direct `useQuery(...)` or `useMutation(...)` calls with oRPC helpers at the call site.
- Extract a small shared query helper only when multiple call sites share the same extra options.
- Create `web/service/use-{domain}.ts` only for orchestration or shared domain behavior.
3. Preserve Dify conventions.
- Keep contract inputs in `{ params, query?, body? }` shape.
- Bind invalidation in the service-layer mutation definition.
- Prefer `mutate(...)`; use `mutateAsync(...)` only when Promise semantics are required.
## Files Commonly Touched
- `web/contract/console/*.ts`
- `web/contract/marketplace.ts`
- `web/contract/router.ts`
- `web/service/client.ts`
- `web/service/use-*.ts`
- component and hook call sites using `consoleQuery` or `marketplaceQuery`
## References
- Use `references/contract-patterns.md` for contract shape, router registration, query and mutation helpers, and anti-patterns that degrade inference.
- Use `references/runtime-rules.md` for conditional queries, invalidation, `mutate` versus `mutateAsync`, and legacy migration rules.
Treat this skill as the single query and mutation entry point for Dify frontend work. Keep detailed rules in the reference files instead of duplicating them in project docs.

4
.agents/skills/frontend-query-mutation/agents/openai.yaml Normal file
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@@ -0,0 +1,4 @@
interface:
display_name: "Frontend Query & Mutation"
short_description: "Dify TanStack Query and oRPC patterns"
default_prompt: "Use this skill when implementing or reviewing Dify frontend contracts, query and mutation call sites, conditional queries, invalidation, or legacy query/mutation migrations."

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.agents/skills/frontend-query-mutation/references/contract-patterns.md Normal file
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@@ -0,0 +1,98 @@
# Contract Patterns
## Table of Contents
- Intent
- Minimal structure
- Core workflow
- Query usage decision rule
- Mutation usage decision rule
- Anti-patterns
- Contract rules
- Type export
## Intent
- Keep contract as the single source of truth in `web/contract/*`.
- Default query usage to call-site `useQuery(consoleQuery|marketplaceQuery.xxx.queryOptions(...))` when endpoint behavior maps 1:1 to the contract.
- Keep abstractions minimal and preserve TypeScript inference.
## Minimal Structure
```text
web/contract/
├── base.ts
├── router.ts
├── marketplace.ts
└── console/
├── billing.ts
└── ...other domains
web/service/client.ts
```
## Core Workflow
1. Define contract in `web/contract/console/{domain}.ts` or `web/contract/marketplace.ts`.
- Use `base.route({...}).output(type<...>())` as the baseline.
- Add `.input(type<...>())` only when the request has `params`, `query`, or `body`.
- For `GET` without input, omit `.input(...)`; do not use `.input(type<unknown>())`.
2. Register contract in `web/contract/router.ts`.
- Import directly from domain files and nest by API prefix.
3. Consume from UI call sites via oRPC query utilities.
```typescript
import { useQuery } from '@tanstack/react-query'
import { consoleQuery } from '@/service/client'
const invoiceQuery = useQuery(consoleQuery.billing.invoices.queryOptions({
staleTime: 5 * 60 * 1000,
throwOnError: true,
select: invoice => invoice.url,
}))
```
## Query Usage Decision Rule
1. Default to direct `*.queryOptions(...)` usage at the call site.
2. If 3 or more call sites share the same extra options, extract a small query helper, not a `use-*` passthrough hook.
3. Create `web/service/use-{domain}.ts` only for orchestration.
- Combine multiple queries or mutations.
- Share domain-level derived state or invalidation helpers.
```typescript
const invoicesBaseQueryOptions = () =>
consoleQuery.billing.invoices.queryOptions({ retry: false })
const invoiceQuery = useQuery({
...invoicesBaseQueryOptions(),
throwOnError: true,
})
```
## Mutation Usage Decision Rule
1. Default to mutation helpers from `consoleQuery` or `marketplaceQuery`, for example `useMutation(consoleQuery.billing.bindPartnerStack.mutationOptions(...))`.
2. If the mutation flow is heavily custom, use oRPC clients as `mutationFn`, for example `consoleClient.xxx` or `marketplaceClient.xxx`, instead of handwritten non-oRPC mutation logic.
## Anti-Patterns
- Do not wrap `useQuery` with `options?: Partial<UseQueryOptions>`.
- Do not split local `queryKey` and `queryFn` when oRPC `queryOptions` already exists and fits the use case.
- Do not create thin `use-*` passthrough hooks for a single endpoint.
- These patterns can degrade inference, especially around `throwOnError` and `select`, and add unnecessary indirection.
## Contract Rules
- Input structure: always use `{ params, query?, body? }`.
- No-input `GET`: omit `.input(...)`; do not use `.input(type<unknown>())`.
- Path params: use `{paramName}` in the path and match it in the `params` object.
- Router nesting: group by API prefix, for example `/billing/*` becomes `billing: {}`.
- No barrel files: import directly from specific files.
- Types: import from `@/types/` and use the `type<T>()` helper.
- Mutations: prefer `mutationOptions`; use explicit `mutationKey` mainly for defaults, filtering, and devtools.
## Type Export
```typescript
export type ConsoleInputs = InferContractRouterInputs<typeof consoleRouterContract>
```

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.agents/skills/frontend-query-mutation/references/runtime-rules.md Normal file
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@@ -0,0 +1,133 @@
# Runtime Rules
## Table of Contents
- Conditional queries
- Cache invalidation
- Key API guide
- `mutate` vs `mutateAsync`
- Legacy migration
## Conditional Queries
Prefer contract-shaped `queryOptions(...)`.
When required input is missing, prefer `input: skipToken` instead of placeholder params or non-null assertions.
Use `enabled` only for extra business gating after the input itself is already valid.
```typescript
import { skipToken, useQuery } from '@tanstack/react-query'
// Disable the query by skipping input construction.
function useAccessMode(appId: string | undefined) {
return useQuery(consoleQuery.accessControl.appAccessMode.queryOptions({
input: appId
? { params: { appId } }
: skipToken,
}))
}
// Avoid runtime-only guards that bypass type checking.
function useBadAccessMode(appId: string | undefined) {
return useQuery(consoleQuery.accessControl.appAccessMode.queryOptions({
input: { params: { appId: appId! } },
enabled: !!appId,
}))
}
```
## Cache Invalidation
Bind invalidation in the service-layer mutation definition.
Components may add UI feedback in call-site callbacks, but they should not decide which queries to invalidate.
Use:
- `.key()` for namespace or prefix invalidation
- `.queryKey(...)` only for exact cache reads or writes such as `getQueryData` and `setQueryData`
- `queryClient.invalidateQueries(...)` in mutation `onSuccess`
Do not use deprecated `useInvalid` from `use-base.ts`.
```typescript
// Service layer owns cache invalidation.
export const useUpdateAccessMode = () => {
const queryClient = useQueryClient()
return useMutation(consoleQuery.accessControl.updateAccessMode.mutationOptions({
onSuccess: () => {
queryClient.invalidateQueries({
queryKey: consoleQuery.accessControl.appWhitelistSubjects.key(),
})
},
}))
}
// Component only adds UI behavior.
updateAccessMode({ appId, mode }, {
onSuccess: () => Toast.notify({ type: 'success', message: '...' }),
})
// Avoid putting invalidation knowledge in the component.
mutate({ appId, mode }, {
onSuccess: () => {
queryClient.invalidateQueries({
queryKey: consoleQuery.accessControl.appWhitelistSubjects.key(),
})
},
})
```
## Key API Guide
- `.key(...)`
- Use for partial matching operations.
- Prefer it for invalidation, refetch, and cancel patterns.
- Example: `queryClient.invalidateQueries({ queryKey: consoleQuery.billing.key() })`
- `.queryKey(...)`
- Use for a specific query's full key.
- Prefer it for exact cache addressing and direct reads or writes.
- `.mutationKey(...)`
- Use for a specific mutation's full key.
- Prefer it for mutation defaults registration, mutation-status filtering, and devtools grouping.
## `mutate` vs `mutateAsync`
Prefer `mutate` by default.
Use `mutateAsync` only when Promise semantics are truly required, such as parallel mutations or sequential steps with result dependencies.
Rules:
- Event handlers should usually call `mutate(...)` with `onSuccess` or `onError`.
- Every `await mutateAsync(...)` must be wrapped in `try/catch`.
- Do not use `mutateAsync` when callbacks already express the flow clearly.
```typescript
// Default case.
mutation.mutate(data, {
onSuccess: result => router.push(result.url),
})
// Promise semantics are required.
try {
const order = await createOrder.mutateAsync(orderData)
await confirmPayment.mutateAsync({ orderId: order.id, token })
router.push(`/orders/${order.id}`)
}
catch (error) {
Toast.notify({
type: 'error',
message: error instanceof Error ? error.message : 'Unknown error',
})
}
```
## Legacy Migration
When touching old code, migrate it toward these rules:
| Old pattern | New pattern |
|---|---|
| `useInvalid(key)` in service layer | `queryClient.invalidateQueries(...)` inside mutation `onSuccess` |
| component-triggered invalidation after mutation | move invalidation into the service-layer mutation definition |
| imperative fetch plus manual invalidation | wrap it in `useMutation(...mutationOptions(...))` |
| `await mutateAsync()` without `try/catch` | switch to `mutate(...)` or add `try/catch` |

3
.agents/skills/frontend-testing/SKILL.md
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@@ -63,7 +63,8 @@ pnpm analyze-component <path> --review
### File Naming
- Test files: `ComponentName.spec.tsx` (same directory as component)
- 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`.
- Integration tests: `web/__tests__/` directory
## Test Structure Template

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.agents/skills/frontend-testing/assets/component-test.template.tsx
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@@ -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',
// }))

103
.agents/skills/orpc-contract-first/SKILL.md
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@@ -1,103 +0,0 @@
---
name: orpc-contract-first
description: Guide for implementing oRPC contract-first API patterns in Dify frontend. Trigger when creating or updating contracts in web/contract, wiring router composition, integrating TanStack Query with typed contracts, migrating legacy service calls to oRPC, or deciding whether to call queryOptions directly vs extracting a helper or use-* hook in web/service.
---
# oRPC Contract-First Development
## Intent
- Keep contract as single source of truth in `web/contract/*`.
- Default query usage: call-site `useQuery(consoleQuery|marketplaceQuery.xxx.queryOptions(...))` when endpoint behavior maps 1:1 to the contract.
- Keep abstractions minimal and preserve TypeScript inference.
## Minimal Structure
```text
web/contract/
├── base.ts
├── router.ts
├── marketplace.ts
└── console/
├── billing.ts
└── ...other domains
web/service/client.ts
```
## Core Workflow
1. Define contract in `web/contract/console/{domain}.ts` or `web/contract/marketplace.ts`
- Use `base.route({...}).output(type<...>())` as baseline.
- Add `.input(type<...>())` only when request has `params/query/body`.
- For `GET` without input, omit `.input(...)` (do not use `.input(type<unknown>())`).
2. Register contract in `web/contract/router.ts`
- Import directly from domain files and nest by API prefix.
3. Consume from UI call sites via oRPC query utils.
```typescript
import { useQuery } from '@tanstack/react-query'
import { consoleQuery } from '@/service/client'
const invoiceQuery = useQuery(consoleQuery.billing.invoices.queryOptions({
staleTime: 5 * 60 * 1000,
throwOnError: true,
select: invoice => invoice.url,
}))
```
## Query Usage Decision Rule
1. Default: call site directly uses `*.queryOptions(...)`.
2. If 3+ call sites share the same extra options (for example `retry: false`), extract a small queryOptions helper, not a `use-*` passthrough hook.
3. Create `web/service/use-{domain}.ts` only for orchestration:
- Combine multiple queries/mutations.
- Share domain-level derived state or invalidation helpers.
```typescript
const invoicesBaseQueryOptions = () =>
consoleQuery.billing.invoices.queryOptions({ retry: false })
const invoiceQuery = useQuery({
...invoicesBaseQueryOptions(),
throwOnError: true,
})
```
## Mutation Usage Decision Rule
1. Default: call mutation helpers from `consoleQuery` / `marketplaceQuery`, for example `useMutation(consoleQuery.billing.bindPartnerStack.mutationOptions(...))`.
2. If mutation flow is heavily custom, use oRPC clients as `mutationFn` (for example `consoleClient.xxx` / `marketplaceClient.xxx`), instead of generic handwritten non-oRPC mutation logic.
## Key API Guide (`.key` vs `.queryKey` vs `.mutationKey`)
- `.key(...)`:
- Use for partial matching operations (recommended for invalidation/refetch/cancel patterns).
- Example: `queryClient.invalidateQueries({ queryKey: consoleQuery.billing.key() })`
- `.queryKey(...)`:
- Use for a specific query's full key (exact query identity / direct cache addressing).
- `.mutationKey(...)`:
- Use for a specific mutation's full key.
- Typical use cases: mutation defaults registration, mutation-status filtering (`useIsMutating`, `queryClient.isMutating`), or explicit devtools grouping.
## Anti-Patterns
- Do not wrap `useQuery` with `options?: Partial<UseQueryOptions>`.
- Do not split local `queryKey/queryFn` when oRPC `queryOptions` already exists and fits the use case.
- Do not create thin `use-*` passthrough hooks for a single endpoint.
- Reason: these patterns can degrade inference (`data` may become `unknown`, especially around `throwOnError`/`select`) and add unnecessary indirection.
## Contract Rules
- **Input structure**: Always use `{ params, query?, body? }` format
- **No-input GET**: Omit `.input(...)`; do not use `.input(type<unknown>())`
- **Path params**: Use `{paramName}` in path, match in `params` object
- **Router nesting**: Group by API prefix (e.g., `/billing/*` -> `billing: {}`)
- **No barrel files**: Import directly from specific files
- **Types**: Import from `@/types/`, use `type<T>()` helper
- **Mutations**: Prefer `mutationOptions`; use explicit `mutationKey` mainly for defaults/filtering/devtools
## Type Export
```typescript
export type ConsoleInputs = InferContractRouterInputs<typeof consoleRouterContract>
```

1
.claude/skills/frontend-query-mutation Symbolic link
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@@ -0,0 +1 @@
../../.agents/skills/frontend-query-mutation

1
.claude/skills/orpc-contract-first
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@@ -1 +0,0 @@
../../.agents/skills/orpc-contract-first

8
.github/actions/setup-web/action.yml vendored
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@@ -4,10 +4,10 @@ runs:
using: composite
steps:
- name: Setup Vite+
uses: voidzero-dev/setup-vp@b5d848f5a62488f3d3d920f8aa6ac318a60c5f07 # v1
uses: voidzero-dev/setup-vp@4a524139920f87f9f7080d3b8545acac019e1852 # v1.0.0
with:
node-version-file: "./web/.nvmrc"
node-version-file: web/.nvmrc
cache: true
cache-dependency-path: web/pnpm-lock.yaml
run-install: |
- cwd: ./web
args: ['--frozen-lockfile']
cwd: ./web

2
.github/workflows/anti-slop.yml vendored
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@@ -12,7 +12,7 @@ jobs:
anti-slop:
runs-on: ubuntu-latest
steps:
- uses: peakoss/anti-slop@v0
- uses: peakoss/anti-slop@85daca1880e9e1af197fc06ea03349daf08f4202 # v0.2.1
with:
github-token: ${{ secrets.GITHUB_TOKEN }}
close-pr: false

38
.github/workflows/api-tests.yml vendored
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@@ -2,6 +2,12 @@ name: Run Pytest
on:
workflow_call:
secrets:
CODECOV_TOKEN:
required: false
permissions:
contents: read
concurrency:
group: api-tests-${{ github.head_ref || github.run_id }}
@@ -11,6 +17,8 @@ jobs:
test:
name: API Tests
runs-on: ubuntu-latest
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
defaults:
run:
shell: bash
@@ -24,10 +32,11 @@ 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@6ee6290f1cbc4156c0bdd66691b2c144ef8df19a # v7.4.0
uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
with:
enable-cache: true
python-version: ${{ matrix.python-version }}
@@ -79,21 +88,12 @@ jobs:
api/tests/test_containers_integration_tests \
api/tests/unit_tests
- name: Coverage Summary
run: |
set -x
# Extract coverage percentage and create a summary
TOTAL_COVERAGE=$(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
- 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 }}

7
.github/workflows/autofix.yml vendored
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@@ -39,7 +39,7 @@ jobs:
with:
python-version: "3.11"
- uses: astral-sh/setup-uv@6ee6290f1cbc4156c0bdd66691b2c144ef8df19a # v7.4.0
- uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
- name: Generate Docker Compose
if: steps.docker-compose-changes.outputs.any_changed == 'true'
@@ -94,11 +94,6 @@ 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

2
.github/workflows/build-push.yml vendored
View File

@@ -115,7 +115,7 @@ jobs:
context: "web"
steps:
- name: Download digests
uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8.0.0
uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
path: /tmp/digests
pattern: digests-${{ matrix.context }}-*

4
.github/workflows/db-migration-test.yml vendored
View File

@@ -19,7 +19,7 @@ jobs:
persist-credentials: false
- name: Setup UV and Python
uses: astral-sh/setup-uv@6ee6290f1cbc4156c0bdd66691b2c144ef8df19a # v7.4.0
uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
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@6ee6290f1cbc4156c0bdd66691b2c144ef8df19a # v7.4.0
uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
with:
enable-cache: true
python-version: "3.12"

7
.github/workflows/main-ci.yml vendored
View File

@@ -28,7 +28,7 @@ jobs:
migration-changed: ${{ steps.changes.outputs.migration }}
steps:
- uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
- uses: dorny/paths-filter@de90cc6fb38fc0963ad72b210f1f284cd68cea36 # v3.0.2
- uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
id: changes
with:
filters: |
@@ -56,15 +56,14 @@ 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
with:
base_sha: ${{ github.event_name == 'pull_request' && github.event.pull_request.base.sha || github.event.before }}
head_sha: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
secrets: inherit
style-check:
name: Style Check

2
.github/workflows/pyrefly-diff.yml vendored
View File

@@ -22,7 +22,7 @@ jobs:
fetch-depth: 0
- name: Setup Python & UV
uses: astral-sh/setup-uv@6ee6290f1cbc4156c0bdd66691b2c144ef8df19a # v7.4.0
uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
with:
enable-cache: true

2
.github/workflows/style.yml vendored
View File

@@ -33,7 +33,7 @@ jobs:
- name: Setup UV and Python
if: steps.changed-files.outputs.any_changed == 'true'
uses: astral-sh/setup-uv@6ee6290f1cbc4156c0bdd66691b2c144ef8df19a # v7.4.0
uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
with:
enable-cache: false
python-version: "3.12"

2
.github/workflows/translate-i18n-claude.yml vendored
View File

@@ -120,7 +120,7 @@ jobs:
- name: Run Claude Code for Translation Sync
if: steps.detect_changes.outputs.CHANGED_FILES != ''
uses: anthropics/claude-code-action@26ec041249acb0a944c0a47b6c0c13f05dbc5b44 # v1.0.70
uses: anthropics/claude-code-action@6062f3709600659be5e47fcddf2cf76993c235c2 # v1.0.76
with:
anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }}
github_token: ${{ secrets.GITHUB_TOKEN }}

2
.github/workflows/vdb-tests.yml vendored
View File

@@ -31,7 +31,7 @@ jobs:
remove_tool_cache: true
- name: Setup UV and Python
uses: astral-sh/setup-uv@6ee6290f1cbc4156c0bdd66691b2c144ef8df19a # v7.4.0
uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
with:
enable-cache: true
python-version: ${{ matrix.python-version }}

355
.github/workflows/web-tests.yml vendored
View File

@@ -2,13 +2,9 @@ name: Web Tests
on:
workflow_call:
inputs:
base_sha:
secrets:
CODECOV_TOKEN:
required: false
type: string
head_sha:
required: false
type: string
permissions:
contents: read
@@ -26,8 +22,8 @@ jobs:
strategy:
fail-fast: false
matrix:
shardIndex: [1, 2, 3, 4]
shardTotal: [4]
shardIndex: [1, 2, 3, 4, 5, 6]
shardTotal: [6]
defaults:
run:
shell: bash
@@ -60,7 +56,7 @@ jobs:
needs: [test]
runs-on: ubuntu-latest
env:
VITEST_COVERAGE_SCOPE: app-components
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
defaults:
run:
shell: bash
@@ -77,346 +73,23 @@ jobs:
uses: ./.github/actions/setup-web
- name: Download blob reports
uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3 # v8.0.0
uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
path: web/.vitest-reports
pattern: blob-report-*
merge-multiple: true
- name: Merge reports
run: vp test --merge-reports --reporter=json --reporter=agent --coverage
run: vp test --merge-reports --coverage --silent=passed-only
- name: Check app/components diff coverage
env:
BASE_SHA: ${{ inputs.base_sha }}
HEAD_SHA: ${{ inputs.head_sha }}
run: node ./scripts/check-components-diff-coverage.mjs
- name: Coverage Summary
if: always()
id: coverage-summary
run: |
set -eo pipefail
COVERAGE_FILE="coverage/coverage-final.json"
COVERAGE_SUMMARY_FILE="coverage/coverage-summary.json"
if [ ! -f "$COVERAGE_FILE" ] && [ ! -f "$COVERAGE_SUMMARY_FILE" ]; then
echo "has_coverage=false" >> "$GITHUB_OUTPUT"
echo "### 🚨 Test Coverage Report :test_tube:" >> "$GITHUB_STEP_SUMMARY"
echo "Coverage data not found. Ensure Vitest runs with coverage enabled." >> "$GITHUB_STEP_SUMMARY"
exit 0
fi
echo "has_coverage=true" >> "$GITHUB_OUTPUT"
node <<'NODE' >> "$GITHUB_STEP_SUMMARY"
const fs = require('fs');
const path = require('path');
let libCoverage = null;
try {
libCoverage = require('istanbul-lib-coverage');
} catch (error) {
libCoverage = null;
}
const summaryPath = path.join('coverage', 'coverage-summary.json');
const finalPath = path.join('coverage', 'coverage-final.json');
const hasSummary = fs.existsSync(summaryPath);
const hasFinal = fs.existsSync(finalPath);
if (!hasSummary && !hasFinal) {
console.log('### Test Coverage Summary :test_tube:');
console.log('');
console.log('No coverage data found.');
process.exit(0);
}
const summary = hasSummary
? JSON.parse(fs.readFileSync(summaryPath, 'utf8'))
: null;
const coverage = hasFinal
? JSON.parse(fs.readFileSync(finalPath, 'utf8'))
: null;
const getLineCoverageFromStatements = (statementMap, statementHits) => {
const lineHits = {};
if (!statementMap || !statementHits) {
return lineHits;
}
Object.entries(statementMap).forEach(([key, statement]) => {
const line = statement?.start?.line;
if (!line) {
return;
}
const hits = statementHits[key] ?? 0;
const previous = lineHits[line];
lineHits[line] = previous === undefined ? hits : Math.max(previous, hits);
});
return lineHits;
};
const getFileCoverage = (entry) => (
libCoverage ? libCoverage.createFileCoverage(entry) : null
);
const getLineHits = (entry, fileCoverage) => {
const lineHits = entry.l ?? {};
if (Object.keys(lineHits).length > 0) {
return lineHits;
}
if (fileCoverage) {
return fileCoverage.getLineCoverage();
}
return getLineCoverageFromStatements(entry.statementMap ?? {}, entry.s ?? {});
};
const getUncoveredLines = (entry, fileCoverage, lineHits) => {
if (lineHits && Object.keys(lineHits).length > 0) {
return Object.entries(lineHits)
.filter(([, count]) => count === 0)
.map(([line]) => Number(line))
.sort((a, b) => a - b);
}
if (fileCoverage) {
return fileCoverage.getUncoveredLines();
}
return [];
};
const totals = {
lines: { covered: 0, total: 0 },
statements: { covered: 0, total: 0 },
branches: { covered: 0, total: 0 },
functions: { covered: 0, total: 0 },
};
const fileSummaries = [];
if (summary) {
const totalEntry = summary.total ?? {};
['lines', 'statements', 'branches', 'functions'].forEach((key) => {
if (totalEntry[key]) {
totals[key].covered = totalEntry[key].covered ?? 0;
totals[key].total = totalEntry[key].total ?? 0;
}
});
Object.entries(summary)
.filter(([file]) => file !== 'total')
.forEach(([file, data]) => {
fileSummaries.push({
file,
pct: data.lines?.pct ?? data.statements?.pct ?? 0,
lines: {
covered: data.lines?.covered ?? 0,
total: data.lines?.total ?? 0,
},
});
});
} else if (coverage) {
Object.entries(coverage).forEach(([file, entry]) => {
const fileCoverage = getFileCoverage(entry);
const lineHits = getLineHits(entry, fileCoverage);
const statementHits = entry.s ?? {};
const branchHits = entry.b ?? {};
const functionHits = entry.f ?? {};
const lineTotal = Object.keys(lineHits).length;
const lineCovered = Object.values(lineHits).filter((n) => n > 0).length;
const statementTotal = Object.keys(statementHits).length;
const statementCovered = Object.values(statementHits).filter((n) => n > 0).length;
const branchTotal = Object.values(branchHits).reduce((acc, branches) => acc + branches.length, 0);
const branchCovered = Object.values(branchHits).reduce(
(acc, branches) => acc + branches.filter((n) => n > 0).length,
0,
);
const functionTotal = Object.keys(functionHits).length;
const functionCovered = Object.values(functionHits).filter((n) => n > 0).length;
totals.lines.total += lineTotal;
totals.lines.covered += lineCovered;
totals.statements.total += statementTotal;
totals.statements.covered += statementCovered;
totals.branches.total += branchTotal;
totals.branches.covered += branchCovered;
totals.functions.total += functionTotal;
totals.functions.covered += functionCovered;
const pct = (covered, tot) => (tot > 0 ? (covered / tot) * 100 : 0);
fileSummaries.push({
file,
pct: pct(lineCovered || statementCovered, lineTotal || statementTotal),
lines: {
covered: lineCovered || statementCovered,
total: lineTotal || statementTotal,
},
});
});
}
const pct = (covered, tot) => (tot > 0 ? ((covered / tot) * 100).toFixed(2) : '0.00');
console.log('### Test Coverage Summary :test_tube:');
console.log('');
console.log('| Metric | Coverage | Covered / Total |');
console.log('|--------|----------|-----------------|');
console.log(`| Lines | ${pct(totals.lines.covered, totals.lines.total)}% | ${totals.lines.covered} / ${totals.lines.total} |`);
console.log(`| Statements | ${pct(totals.statements.covered, totals.statements.total)}% | ${totals.statements.covered} / ${totals.statements.total} |`);
console.log(`| Branches | ${pct(totals.branches.covered, totals.branches.total)}% | ${totals.branches.covered} / ${totals.branches.total} |`);
console.log(`| Functions | ${pct(totals.functions.covered, totals.functions.total)}% | ${totals.functions.covered} / ${totals.functions.total} |`);
console.log('');
console.log('<details><summary>File coverage (lowest lines first)</summary>');
console.log('');
console.log('```');
fileSummaries
.sort((a, b) => (a.pct - b.pct) || (b.lines.total - a.lines.total))
.slice(0, 25)
.forEach(({ file, pct, lines }) => {
console.log(`${pct.toFixed(2)}%\t${lines.covered}/${lines.total}\t${file}`);
});
console.log('```');
console.log('</details>');
if (coverage) {
const pctValue = (covered, tot) => {
if (tot === 0) {
return '0';
}
return ((covered / tot) * 100)
.toFixed(2)
.replace(/\.?0+$/, '');
};
const formatLineRanges = (lines) => {
if (lines.length === 0) {
return '';
}
const ranges = [];
let start = lines[0];
let end = lines[0];
for (let i = 1; i < lines.length; i += 1) {
const current = lines[i];
if (current === end + 1) {
end = current;
continue;
}
ranges.push(start === end ? `${start}` : `${start}-${end}`);
start = current;
end = current;
}
ranges.push(start === end ? `${start}` : `${start}-${end}`);
return ranges.join(',');
};
const tableTotals = {
statements: { covered: 0, total: 0 },
branches: { covered: 0, total: 0 },
functions: { covered: 0, total: 0 },
lines: { covered: 0, total: 0 },
};
const tableRows = Object.entries(coverage)
.map(([file, entry]) => {
const fileCoverage = getFileCoverage(entry);
const lineHits = getLineHits(entry, fileCoverage);
const statementHits = entry.s ?? {};
const branchHits = entry.b ?? {};
const functionHits = entry.f ?? {};
const lineTotal = Object.keys(lineHits).length;
const lineCovered = Object.values(lineHits).filter((n) => n > 0).length;
const statementTotal = Object.keys(statementHits).length;
const statementCovered = Object.values(statementHits).filter((n) => n > 0).length;
const branchTotal = Object.values(branchHits).reduce((acc, branches) => acc + branches.length, 0);
const branchCovered = Object.values(branchHits).reduce(
(acc, branches) => acc + branches.filter((n) => n > 0).length,
0,
);
const functionTotal = Object.keys(functionHits).length;
const functionCovered = Object.values(functionHits).filter((n) => n > 0).length;
tableTotals.lines.total += lineTotal;
tableTotals.lines.covered += lineCovered;
tableTotals.statements.total += statementTotal;
tableTotals.statements.covered += statementCovered;
tableTotals.branches.total += branchTotal;
tableTotals.branches.covered += branchCovered;
tableTotals.functions.total += functionTotal;
tableTotals.functions.covered += functionCovered;
const uncoveredLines = getUncoveredLines(entry, fileCoverage, lineHits);
const filePath = entry.path ?? file;
const relativePath = path.isAbsolute(filePath)
? path.relative(process.cwd(), filePath)
: filePath;
return {
file: relativePath || file,
statements: pctValue(statementCovered, statementTotal),
branches: pctValue(branchCovered, branchTotal),
functions: pctValue(functionCovered, functionTotal),
lines: pctValue(lineCovered, lineTotal),
uncovered: formatLineRanges(uncoveredLines),
};
})
.sort((a, b) => a.file.localeCompare(b.file));
const columns = [
{ key: 'file', header: 'File', align: 'left' },
{ key: 'statements', header: '% Stmts', align: 'right' },
{ key: 'branches', header: '% Branch', align: 'right' },
{ key: 'functions', header: '% Funcs', align: 'right' },
{ key: 'lines', header: '% Lines', align: 'right' },
{ key: 'uncovered', header: 'Uncovered Line #s', align: 'left' },
];
const allFilesRow = {
file: 'All files',
statements: pctValue(tableTotals.statements.covered, tableTotals.statements.total),
branches: pctValue(tableTotals.branches.covered, tableTotals.branches.total),
functions: pctValue(tableTotals.functions.covered, tableTotals.functions.total),
lines: pctValue(tableTotals.lines.covered, tableTotals.lines.total),
uncovered: '',
};
const rowsForOutput = [allFilesRow, ...tableRows];
const formatRow = (row) => `| ${columns
.map(({ key }) => String(row[key] ?? ''))
.join(' | ')} |`;
const headerRow = `| ${columns.map(({ header }) => header).join(' | ')} |`;
const dividerRow = `| ${columns
.map(({ align }) => (align === 'right' ? '---:' : ':---'))
.join(' | ')} |`;
console.log('');
console.log('<details><summary>Vitest coverage table</summary>');
console.log('');
console.log(headerRow);
console.log(dividerRow);
rowsForOutput.forEach((row) => console.log(formatRow(row)));
console.log('</details>');
}
NODE
- name: Upload Coverage Artifact
if: steps.coverage-summary.outputs.has_coverage == 'true'
uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
- name: Report coverage
if: ${{ env.CODECOV_TOKEN != '' }}
uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5.5.3
with:
name: web-coverage-report
path: web/coverage
retention-days: 30
if-no-files-found: error
directory: web/coverage
flags: web
env:
CODECOV_TOKEN: ${{ env.CODECOV_TOKEN }}
web-build:
name: Web Build

3
.gitignore vendored
View File

@@ -239,3 +239,6 @@ scripts/stress-test/reports/
# settings
*.local.json
*.local.md
# Code Agent Folder
.qoder/*

5
CONTRIBUTING.md
View File

@@ -97,3 +97,8 @@ 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.

49
api/.env.example
View File

@@ -22,10 +22,10 @@ APP_WEB_URL=http://localhost:3000
# Files URL
FILES_URL=http://localhost:5001
# INTERNAL_FILES_URL is used for plugin daemon communication within Docker network.
# Set this to the internal Docker service URL for proper plugin file access.
# Example: INTERNAL_FILES_URL=http://api:5001
INTERNAL_FILES_URL=http://127.0.0.1:5001
# INTERNAL_FILES_URL is used by services running in Docker to reach the API file endpoints.
# For Docker Desktop (Mac/Windows), use http://host.docker.internal:5001 when the API runs on the host.
# For Docker Compose on Linux, use http://api:5001 when the API runs inside the Docker network.
INTERNAL_FILES_URL=http://host.docker.internal:5001
# TRIGGER URL
TRIGGER_URL=http://localhost:5001
@@ -183,7 +183,7 @@ CONSOLE_CORS_ALLOW_ORIGINS=http://localhost:3000,*
COOKIE_DOMAIN=
# Vector database configuration
# Supported values are `weaviate`, `oceanbase`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
# Supported values are `weaviate`, `oceanbase`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`, `hologres`.
VECTOR_STORE=weaviate
# Prefix used to create collection name in vector database
VECTOR_INDEX_NAME_PREFIX=Vector_index
@@ -220,6 +220,20 @@ COUCHBASE_PASSWORD=password
COUCHBASE_BUCKET_NAME=Embeddings
COUCHBASE_SCOPE_NAME=_default
# Hologres configuration
# access_key_id is used as the PG username, access_key_secret is used as the PG password
HOLOGRES_HOST=
HOLOGRES_PORT=80
HOLOGRES_DATABASE=
HOLOGRES_ACCESS_KEY_ID=
HOLOGRES_ACCESS_KEY_SECRET=
HOLOGRES_SCHEMA=public
HOLOGRES_TOKENIZER=jieba
HOLOGRES_DISTANCE_METHOD=Cosine
HOLOGRES_BASE_QUANTIZATION_TYPE=rabitq
HOLOGRES_MAX_DEGREE=64
HOLOGRES_EF_CONSTRUCTION=400
# Milvus configuration
MILVUS_URI=http://127.0.0.1:19530
MILVUS_TOKEN=
@@ -759,24 +773,25 @@ SSH_SANDBOX_USERNAME=agentbox
SSH_SANDBOX_PASSWORD=agentbox
SSH_SANDBOX_BASE_WORKING_PATH=/workspace/sandboxes
# Redis URL used for PubSub between API and
# Redis URL used for event bus between API and
# celery worker
# defaults to url constructed from `REDIS_*`
# configurations
PUBSUB_REDIS_URL=
# Pub/sub channel type for streaming events.
# valid options are:
EVENT_BUS_REDIS_URL=
# Event transport type. Options are:
#
# - pubsub: for normal Pub/Sub
# - sharded: for sharded Pub/Sub
# - pubsub: normal Pub/Sub (at-most-once)
# - sharded: sharded Pub/Sub (at-most-once)
# - streams: Redis Streams (at-least-once, recommended to avoid subscriber races)
#
# It's highly recommended to use sharded Pub/Sub AND redis cluster
# for large deployments.
PUBSUB_REDIS_CHANNEL_TYPE=pubsub
# Whether to use Redis cluster mode while running
# PubSub.
# Note: Before enabling 'streams' in production, estimate your expected event volume and retention needs.
# Configure Redis memory limits and stream trimming appropriately (e.g., MAXLEN and key expiry) to reduce
# the risk of data loss from Redis auto-eviction under memory pressure.
# Also accepts ENV: EVENT_BUS_REDIS_CHANNEL_TYPE.
EVENT_BUS_REDIS_CHANNEL_TYPE=pubsub
# Whether to use Redis cluster mode while use redis as event bus.
# It's highly recommended to enable this for large deployments.
PUBSUB_REDIS_USE_CLUSTERS=false
EVENT_BUS_REDIS_USE_CLUSTERS=false
# Whether to Enable human input timeout check task
ENABLE_HUMAN_INPUT_TIMEOUT_TASK=true

1
api/.importlinter
View File

@@ -103,7 +103,6 @@ ignore_imports =
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.helper.code_executor
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

2
api/AGENTS.md
View File

@@ -78,7 +78,7 @@ class UserProfile(TypedDict):
nickname: NotRequired[str]
```
- For classes, declare member variables at the top of the class body (before `__init__`) so the class shape is obvious at a glance:
- 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:
```python
from datetime import datetime

2
api/Dockerfile
View File

@@ -97,7 +97,7 @@ ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
# Download nltk data
RUN mkdir -p /usr/local/share/nltk_data \
&& NLTK_DATA=/usr/local/share/nltk_data python -c "import nltk; from unstructured.nlp.tokenize import download_nltk_packages; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger'); nltk.download('stopwords'); download_nltk_packages()" \
&& NLTK_DATA=/usr/local/share/nltk_data python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger'); nltk.download('stopwords')" \
&& chmod -R 755 /usr/local/share/nltk_data
ENV TIKTOKEN_CACHE_DIR=/app/api/.tiktoken_cache

62
api/app_factory.py
View File

@@ -2,17 +2,46 @@ import logging
import time
import socketio # type: ignore[reportMissingTypeStubs]
from flask import request
from opentelemetry.trace import get_current_span
from opentelemetry.trace.span import INVALID_SPAN_ID, INVALID_TRACE_ID
from configs import dify_config
from contexts.wrapper import RecyclableContextVar
from controllers.console.error import UnauthorizedAndForceLogout
from core.logging.context import init_request_context
from dify_app import DifyApp
from extensions.ext_socketio import sio
from services.enterprise.enterprise_service import EnterpriseService
from services.feature_service import LicenseStatus
logger = logging.getLogger(__name__)
# Console bootstrap APIs exempt from license check.
# Defined at module level to avoid per-request tuple construction.
# - system-features: license status for expiry UI (GlobalPublicStoreProvider)
# - setup: install/setup status check (AppInitializer)
# - init: init password validation for fresh install (InitPasswordPopup)
# - login: auto-login after setup completion (InstallForm)
# - features: billing/plan features (ProviderContextProvider)
# - account/profile: login check + user profile (AppContextProvider, useIsLogin)
# - workspaces/current: workspace + model providers (AppContextProvider)
# - version: version check (AppContextProvider)
# - activate/check: invitation link validation (signin page)
# Without these exemptions, the signin page triggers location.reload()
# on unauthorized_and_force_logout, causing an infinite loop.
_CONSOLE_EXEMPT_PREFIXES = (
"/console/api/system-features",
"/console/api/setup",
"/console/api/init",
"/console/api/login",
"/console/api/features",
"/console/api/account/profile",
"/console/api/workspaces/current",
"/console/api/version",
"/console/api/activate/check",
)
# ----------------------------
# Application Factory Function
@@ -33,6 +62,39 @@ def create_flask_app_with_configs() -> DifyApp:
init_request_context()
RecyclableContextVar.increment_thread_recycles()
# Enterprise license validation for API endpoints (both console and webapp)
# When license expires, block all API access except bootstrap endpoints needed
# for the frontend to load the license expiration page without infinite reloads.
if dify_config.ENTERPRISE_ENABLED:
is_console_api = request.path.startswith("/console/api/")
is_webapp_api = request.path.startswith("/api/")
if is_console_api or is_webapp_api:
if is_console_api:
is_exempt = any(request.path.startswith(p) for p in _CONSOLE_EXEMPT_PREFIXES)
else: # webapp API
is_exempt = request.path.startswith("/api/system-features")
if not is_exempt:
try:
# Check license status (cached — see EnterpriseService for TTL details)
license_status = EnterpriseService.get_cached_license_status()
if license_status in (LicenseStatus.INACTIVE, LicenseStatus.EXPIRED, LicenseStatus.LOST):
raise UnauthorizedAndForceLogout(
f"Enterprise license is {license_status}. Please contact your administrator."
)
if license_status is None:
raise UnauthorizedAndForceLogout(
"Unable to verify enterprise license. Please contact your administrator."
)
except UnauthorizedAndForceLogout:
raise
except Exception:
logger.exception("Failed to check enterprise license status")
raise UnauthorizedAndForceLogout(
"Unable to verify enterprise license. Please contact your administrator."
)
# add after request hook for injecting trace headers from OpenTelemetry span context
# Only adds headers when OTEL is enabled and has valid context
@dify_app.after_request

73
api/commands/plugin.py
View File

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

41
api/commands/retention.py
View File

@@ -88,6 +88,8 @@ def clean_workflow_runs(
"""
Clean workflow runs and related workflow data for free tenants.
"""
from extensions.otel.runtime import flush_telemetry
if (start_from is None) ^ (end_before is None):
raise click.UsageError("--start-from and --end-before must be provided together.")
@@ -104,16 +106,27 @@ def clean_workflow_runs(
end_before = now - datetime.timedelta(days=to_days_ago)
before_days = 0
if from_days_ago is not None and to_days_ago is not None:
task_label = f"{from_days_ago}to{to_days_ago}"
elif start_from is None:
task_label = f"before-{before_days}"
else:
task_label = "custom"
start_time = datetime.datetime.now(datetime.UTC)
click.echo(click.style(f"Starting workflow run cleanup at {start_time.isoformat()}.", fg="white"))
WorkflowRunCleanup(
days=before_days,
batch_size=batch_size,
start_from=start_from,
end_before=end_before,
dry_run=dry_run,
).run()
try:
WorkflowRunCleanup(
days=before_days,
batch_size=batch_size,
start_from=start_from,
end_before=end_before,
dry_run=dry_run,
task_label=task_label,
).run()
finally:
flush_telemetry()
end_time = datetime.datetime.now(datetime.UTC)
elapsed = end_time - start_time
@@ -659,6 +672,8 @@ def clean_expired_messages(
"""
Clean expired messages and related data for tenants based on clean policy.
"""
from extensions.otel.runtime import flush_telemetry
click.echo(click.style("clean_messages: start clean messages.", fg="green"))
start_at = time.perf_counter()
@@ -698,6 +713,13 @@ def clean_expired_messages(
# NOTE: graceful_period will be ignored when billing is disabled.
policy = create_message_clean_policy(graceful_period_days=graceful_period)
if from_days_ago is not None and before_days is not None:
task_label = f"{from_days_ago}to{before_days}"
elif start_from is None and before_days is not None:
task_label = f"before-{before_days}"
else:
task_label = "custom"
# Create and run the cleanup service
if abs_mode:
assert start_from is not None
@@ -708,6 +730,7 @@ def clean_expired_messages(
end_before=end_before,
batch_size=batch_size,
dry_run=dry_run,
task_label=task_label,
)
elif from_days_ago is None:
assert before_days is not None
@@ -716,6 +739,7 @@ def clean_expired_messages(
days=before_days,
batch_size=batch_size,
dry_run=dry_run,
task_label=task_label,
)
else:
assert before_days is not None
@@ -727,6 +751,7 @@ def clean_expired_messages(
end_before=now - datetime.timedelta(days=before_days),
batch_size=batch_size,
dry_run=dry_run,
task_label=task_label,
)
stats = service.run()
@@ -752,6 +777,8 @@ def clean_expired_messages(
)
)
raise
finally:
flush_telemetry()
click.echo(click.style("messages cleanup completed.", fg="green"))

22
api/commands/storage.py
View File

@@ -1,7 +1,10 @@
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
@@ -740,14 +743,17 @@ def migrate_oss(
else:
try:
source_storage_type = StorageType.LOCAL if is_source_local else StorageType.OPENDAL
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)
)
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
db.session.commit()
click.echo(click.style(f"Updated storage_type for {updated} upload_files records.", fg="green"))
except Exception as e:

15
api/commands/system.py
View File

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

53
api/commands/vector.py
View File

@@ -14,6 +14,7 @@ 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
@@ -40,14 +41,13 @@ def migrate_annotation_vector_database():
# get apps info
per_page = 50
with sessionmaker(db.engine, expire_on_commit=False).begin() as session:
apps = (
session.query(App)
apps = session.scalars(
select(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:
@@ -62,8 +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.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app.id).first()
app_annotation_setting = session.scalar(
select(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app.id).limit(1)
)
if not app_annotation_setting:
@@ -71,10 +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.query(DatasetCollectionBinding)
.where(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
.first()
dataset_collection_binding = session.scalar(
select(DatasetCollectionBinding).where(
DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id
)
)
if not dataset_collection_binding:
click.echo(f"App annotation collection binding not found: {app.id}")
@@ -160,6 +160,7 @@ def migrate_knowledge_vector_database():
}
lower_collection_vector_types = {
VectorType.ANALYTICDB,
VectorType.HOLOGRES,
VectorType.CHROMA,
VectorType.MYSCALE,
VectorType.PGVECTO_RS,
@@ -203,11 +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.query(DatasetCollectionBinding)
.where(DatasetCollectionBinding.id == dataset.collection_binding_id)
.one_or_none()
)
dataset_collection_binding = db.session.execute(
select(DatasetCollectionBinding).where(
DatasetCollectionBinding.id == dataset.collection_binding_id
)
).scalar_one_or_none()
if dataset_collection_binding:
collection_name = dataset_collection_binding.collection_name
else:
@@ -241,7 +242,7 @@ def migrate_knowledge_vector_database():
dataset_documents = db.session.scalars(
select(DatasetDocument).where(
DatasetDocument.dataset_id == dataset.id,
DatasetDocument.indexing_status == "completed",
DatasetDocument.indexing_status == IndexingStatus.COMPLETED,
DatasetDocument.enabled == True,
DatasetDocument.archived == False,
)
@@ -253,7 +254,7 @@ def migrate_knowledge_vector_database():
segments = db.session.scalars(
select(DocumentSegment).where(
DocumentSegment.document_id == dataset_document.id,
DocumentSegment.status == "completed",
DocumentSegment.status == SegmentStatus.COMPLETED,
DocumentSegment.enabled == True,
)
).all()
@@ -332,7 +333,7 @@ def add_qdrant_index(field: str):
create_count = 0
try:
bindings = db.session.query(DatasetCollectionBinding).all()
bindings = db.session.scalars(select(DatasetCollectionBinding)).all()
if not bindings:
click.echo(click.style("No dataset collection bindings found.", fg="red"))
return
@@ -419,22 +420,22 @@ def old_metadata_migration():
if field.value == key:
break
else:
dataset_metadata = (
db.session.query(DatasetMetadata)
dataset_metadata = db.session.scalar(
select(DatasetMetadata)
.where(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
.first()
.limit(1)
)
if not dataset_metadata:
dataset_metadata = DatasetMetadata(
tenant_id=document.tenant_id,
dataset_id=document.dataset_id,
name=key,
type="string",
type=DatasetMetadataType.STRING,
created_by=document.created_by,
)
db.session.add(dataset_metadata)
db.session.flush()
dataset_metadata_binding = DatasetMetadataBinding(
dataset_metadata_binding: DatasetMetadataBinding | None = DatasetMetadataBinding(
tenant_id=document.tenant_id,
dataset_id=document.dataset_id,
metadata_id=dataset_metadata.id,
@@ -443,14 +444,14 @@ def old_metadata_migration():
)
db.session.add(dataset_metadata_binding)
else:
dataset_metadata_binding = (
db.session.query(DatasetMetadataBinding) # type: ignore
dataset_metadata_binding = db.session.scalar(
select(DatasetMetadataBinding)
.where(
DatasetMetadataBinding.dataset_id == document.dataset_id,
DatasetMetadataBinding.document_id == document.id,
DatasetMetadataBinding.metadata_id == dataset_metadata.id,
)
.first()
.limit(1)
)
if not dataset_metadata_binding:
dataset_metadata_binding = DatasetMetadataBinding(

2
api/configs/middleware/__init__.py
View File

@@ -26,6 +26,7 @@ from .vdb.chroma_config import ChromaConfig
from .vdb.clickzetta_config import ClickzettaConfig
from .vdb.couchbase_config import CouchbaseConfig
from .vdb.elasticsearch_config import ElasticsearchConfig
from .vdb.hologres_config import HologresConfig
from .vdb.huawei_cloud_config import HuaweiCloudConfig
from .vdb.iris_config import IrisVectorConfig
from .vdb.lindorm_config import LindormConfig
@@ -347,6 +348,7 @@ class MiddlewareConfig(
AnalyticdbConfig,
ChromaConfig,
ClickzettaConfig,
HologresConfig,
HuaweiCloudConfig,
IrisVectorConfig,
MilvusConfig,

12
api/configs/middleware/cache/redis_config.py vendored
View File

@@ -1,4 +1,4 @@
from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt
from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt, field_validator
from pydantic_settings import BaseSettings
@@ -116,3 +116,13 @@ 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

21
api/configs/middleware/cache/redis_pubsub_config.py vendored
View File

@@ -1,4 +1,4 @@
from typing import Literal, Protocol
from typing import Literal, Protocol, cast
from urllib.parse import quote_plus, urlunparse
from pydantic import AliasChoices, Field
@@ -12,16 +12,13 @@ class RedisConfigDefaults(Protocol):
REDIS_PASSWORD: str | None
REDIS_DB: int
REDIS_USE_SSL: bool
REDIS_USE_SENTINEL: bool | None
REDIS_USE_CLUSTERS: bool
class RedisConfigDefaultsMixin:
def _redis_defaults(self: RedisConfigDefaults) -> RedisConfigDefaults:
return self
def _redis_defaults(config: object) -> RedisConfigDefaults:
return cast(RedisConfigDefaults, config)
class RedisPubSubConfig(BaseSettings, RedisConfigDefaultsMixin):
class RedisPubSubConfig(BaseSettings):
"""
Configuration settings for event transport between API and workers.
@@ -41,10 +38,10 @@ class RedisPubSubConfig(BaseSettings, RedisConfigDefaultsMixin):
)
PUBSUB_REDIS_USE_CLUSTERS: bool = Field(
validation_alias=AliasChoices("EVENT_BUS_REDIS_CLUSTERS", "PUBSUB_REDIS_USE_CLUSTERS"),
validation_alias=AliasChoices("EVENT_BUS_REDIS_USE_CLUSTERS", "PUBSUB_REDIS_USE_CLUSTERS"),
description=(
"Enable Redis Cluster mode for pub/sub or streams transport. Recommended for large deployments. "
"Also accepts ENV: EVENT_BUS_REDIS_CLUSTERS."
"Also accepts ENV: EVENT_BUS_REDIS_USE_CLUSTERS."
),
default=False,
)
@@ -74,7 +71,7 @@ class RedisPubSubConfig(BaseSettings, RedisConfigDefaultsMixin):
)
def _build_default_pubsub_url(self) -> str:
defaults = self._redis_defaults()
defaults = _redis_defaults(self)
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")
@@ -91,11 +88,9 @@ class RedisPubSubConfig(BaseSettings, RedisConfigDefaultsMixin):
if userinfo:
userinfo = f"{userinfo}@"
host = defaults.REDIS_HOST
port = defaults.REDIS_PORT
db = defaults.REDIS_DB
netloc = f"{userinfo}{host}:{port}"
netloc = f"{userinfo}{defaults.REDIS_HOST}:{defaults.REDIS_PORT}"
return urlunparse((scheme, netloc, f"/{db}", "", "", ""))
@property

68
api/configs/middleware/vdb/hologres_config.py Normal file
View File

@@ -0,0 +1,68 @@
from holo_search_sdk.types import BaseQuantizationType, DistanceType, TokenizerType
from pydantic import Field
from pydantic_settings import BaseSettings
class HologresConfig(BaseSettings):
"""
Configuration settings for Hologres vector database.
Hologres is compatible with PostgreSQL protocol.
access_key_id is used as the PostgreSQL username,
and access_key_secret is used as the PostgreSQL password.
"""
HOLOGRES_HOST: str | None = Field(
description="Hostname or IP address of the Hologres instance.",
default=None,
)
HOLOGRES_PORT: int = Field(
description="Port number for connecting to the Hologres instance.",
default=80,
)
HOLOGRES_DATABASE: str | None = Field(
description="Name of the Hologres database to connect to.",
default=None,
)
HOLOGRES_ACCESS_KEY_ID: str | None = Field(
description="Alibaba Cloud AccessKey ID, also used as the PostgreSQL username.",
default=None,
)
HOLOGRES_ACCESS_KEY_SECRET: str | None = Field(
description="Alibaba Cloud AccessKey Secret, also used as the PostgreSQL password.",
default=None,
)
HOLOGRES_SCHEMA: str = Field(
description="Schema name in the Hologres database.",
default="public",
)
HOLOGRES_TOKENIZER: TokenizerType = Field(
description="Tokenizer for full-text search index (e.g., 'jieba', 'ik', 'standard', 'simple').",
default="jieba",
)
HOLOGRES_DISTANCE_METHOD: DistanceType = Field(
description="Distance method for vector index (e.g., 'Cosine', 'Euclidean', 'InnerProduct').",
default="Cosine",
)
HOLOGRES_BASE_QUANTIZATION_TYPE: BaseQuantizationType = Field(
description="Base quantization type for vector index (e.g., 'rabitq', 'sq8', 'fp16', 'fp32').",
default="rabitq",
)
HOLOGRES_MAX_DEGREE: int = Field(
description="Max degree (M) parameter for HNSW vector index.",
default=64,
)
HOLOGRES_EF_CONSTRUCTION: int = Field(
description="ef_construction parameter for HNSW vector index.",
default=400,
)

35
api/controllers/console/apikey.py
View File

@@ -1,7 +1,7 @@
import flask_restx
from flask_restx import Resource, fields, marshal_with
from flask_restx._http import HTTPStatus
from sqlalchemy import select
from sqlalchemy import delete, func, select
from sqlalchemy.orm import Session
from werkzeug.exceptions import Forbidden
@@ -33,16 +33,10 @@ api_key_list_model = console_ns.model(
def _get_resource(resource_id, tenant_id, resource_model):
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()
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.")
@@ -80,10 +74,13 @@ 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 = (
db.session.query(ApiToken)
.where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
.count()
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
)
if current_key_count >= self.max_keys:
@@ -119,14 +116,14 @@ class BaseApiKeyResource(Resource):
if not current_user.is_admin_or_owner:
raise Forbidden()
key = (
db.session.query(ApiToken)
key = db.session.scalar(
select(ApiToken)
.where(
getattr(ApiToken, self.resource_id_field) == resource_id,
ApiToken.type == self.resource_type,
ApiToken.id == api_key_id,
)
.first()
.limit(1)
)
if key is None:
@@ -137,7 +134,7 @@ class BaseApiKeyResource(Resource):
assert key is not None # nosec - for type checker only
ApiTokenCache.delete(key.token, key.type)
db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
db.session.execute(delete(ApiToken).where(ApiToken.id == api_key_id))
db.session.commit()
return {"result": "success"}, 204

18
api/controllers/console/app/conversation.py
View File

@@ -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 joinedload
from sqlalchemy.orm import selectinload
from werkzeug.exceptions import NotFound
from controllers.console import console_ns
@@ -376,8 +376,12 @@ class CompletionConversationApi(Resource):
# FIXME, the type ignore in this file
if args.annotation_status == "annotated":
query = query.options(joinedload(Conversation.message_annotations)).join( # type: ignore
MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
query = (
query.options(selectinload(Conversation.message_annotations)) # type: ignore[arg-type]
.join( # type: ignore
MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
)
.distinct()
)
elif args.annotation_status == "not_annotated":
query = (
@@ -511,8 +515,12 @@ class ChatConversationApi(Resource):
match args.annotation_status:
case "annotated":
query = query.options(joinedload(Conversation.message_annotations)).join( # type: ignore
MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
query = (
query.options(selectinload(Conversation.message_annotations)) # type: ignore[arg-type]
.join( # type: ignore
MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
)
.distinct()
)
case "not_annotated":
query = (

6
api/controllers/console/app/mcp_server.py
View File

@@ -103,13 +103,13 @@ class AppMCPServerController(Resource):
raise NotFound()
description = payload.description
if description is None:
pass
elif not description:
if description is None or 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:

7
api/controllers/console/app/message.py
View File

@@ -30,6 +30,7 @@ from fields.raws import FilesContainedField
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
@@ -336,7 +337,7 @@ class MessageFeedbackApi(Resource):
if not args.rating and feedback:
db.session.delete(feedback)
elif args.rating and feedback:
feedback.rating = args.rating
feedback.rating = FeedbackRating(args.rating)
feedback.content = args.content
elif not args.rating and not feedback:
raise ValueError("rating cannot be None when feedback not exists")
@@ -348,9 +349,9 @@ class MessageFeedbackApi(Resource):
app_id=app_model.id,
conversation_id=message.conversation_id,
message_id=message.id,
rating=rating_value,
rating=FeedbackRating(rating_value),
content=args.content,
from_source="admin",
from_source=FeedbackFromSource.ADMIN,
from_account_id=current_user.id,
)
db.session.add(feedback)

46
api/controllers/console/app/workflow.py
View File

@@ -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 Forbidden, InternalServerError, NotFound
from werkzeug.exceptions import BadRequest, Forbidden, InternalServerError, NotFound
import services
from controllers.console import console_ns
@@ -48,7 +48,7 @@ from models.model import AppMode
from models.workflow import Workflow
from repositories.workflow_collaboration_repository import WORKFLOW_ONLINE_USERS_PREFIX
from services.app_generate_service import AppGenerateService
from services.errors.app import WorkflowHashNotEqualError
from services.errors.app import IsDraftWorkflowError, WorkflowHashNotEqualError, WorkflowNotFoundError
from services.errors.llm import InvokeRateLimitError
from services.workflow.entities import NestedNodeGraphRequest, NestedNodeParameterSchema
from services.workflow.nested_node_graph_service import NestedNodeGraphService
@@ -57,6 +57,7 @@ from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseE
logger = logging.getLogger(__name__)
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
@@ -308,7 +309,9 @@ class DraftWorkflowApi(Resource):
workflow_service = WorkflowService()
try:
environment_variables_list = args.get("environment_variables") or []
environment_variables_list = Workflow.normalize_environment_variable_mappings(
args.get("environment_variables") or [],
)
environment_variables = [
variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
]
@@ -1044,6 +1047,43 @@ 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")

73
api/controllers/console/app/workflow_draft_variable.py
View File

@@ -23,7 +23,7 @@ from dify_graph.variables.types import SegmentType
from extensions.ext_database import db
from factories import variable_factory
from factories.file_factory import build_from_mapping, build_from_mappings
from libs.login import current_account_with_tenant, login_required
from libs.login import current_account_with_tenant, current_user, login_required
from models import App, AppMode
from models.workflow import WorkflowDraftVariable
from services.sandbox.sandbox_service import SandboxService
@@ -121,6 +121,18 @@ def _serialize_full_content(variable: WorkflowDraftVariable) -> dict | None:
}
def _ensure_variable_access(
variable: WorkflowDraftVariable | None,
app_id: str,
variable_id: str,
) -> WorkflowDraftVariable:
if variable is None:
raise NotFoundError(description=f"variable not found, id={variable_id}")
if variable.app_id != app_id or variable.user_id != current_user.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
return variable
_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS = {
"id": fields.String,
"type": fields.String(attribute=lambda model: model.get_variable_type()),
@@ -259,6 +271,7 @@ class WorkflowVariableCollectionApi(Resource):
app_id=app_model.id,
page=args.page,
limit=args.limit,
user_id=current_user.id,
)
return workflow_vars
@@ -273,7 +286,7 @@ class WorkflowVariableCollectionApi(Resource):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
draft_var_srv.delete_workflow_variables(app_model.id)
draft_var_srv.delete_user_workflow_variables(app_model.id, user_id=current_user.id)
db.session.commit()
return Response("", 204)
@@ -310,7 +323,7 @@ class NodeVariableCollectionApi(Resource):
draft_var_srv = WorkflowDraftVariableService(
session=session,
)
node_vars = draft_var_srv.list_node_variables(app_model.id, node_id)
node_vars = draft_var_srv.list_node_variables(app_model.id, node_id, user_id=current_user.id)
return node_vars
@@ -321,7 +334,7 @@ class NodeVariableCollectionApi(Resource):
def delete(self, app_model: App, node_id: str):
validate_node_id(node_id)
srv = WorkflowDraftVariableService(db.session())
srv.delete_node_variables(app_model.id, node_id)
srv.delete_node_variables(app_model.id, node_id, user_id=current_user.id)
db.session.commit()
return Response("", 204)
@@ -342,11 +355,11 @@ class VariableApi(Resource):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
variable = draft_var_srv.get_variable(variable_id=variable_id)
if variable is None:
raise NotFoundError(description=f"variable not found, id={variable_id}")
if variable.app_id != app_model.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
variable = _ensure_variable_access(
variable=draft_var_srv.get_variable(variable_id=variable_id),
app_id=app_model.id,
variable_id=variable_id,
)
return variable
@console_ns.doc("update_variable")
@@ -383,11 +396,11 @@ class VariableApi(Resource):
)
args_model = WorkflowDraftVariableUpdatePayload.model_validate(console_ns.payload or {})
variable = draft_var_srv.get_variable(variable_id=variable_id)
if variable is None:
raise NotFoundError(description=f"variable not found, id={variable_id}")
if variable.app_id != app_model.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
variable = _ensure_variable_access(
variable=draft_var_srv.get_variable(variable_id=variable_id),
app_id=app_model.id,
variable_id=variable_id,
)
new_name = args_model.name
raw_value = args_model.value
@@ -420,11 +433,11 @@ class VariableApi(Resource):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
variable = draft_var_srv.get_variable(variable_id=variable_id)
if variable is None:
raise NotFoundError(description=f"variable not found, id={variable_id}")
if variable.app_id != app_model.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
variable = _ensure_variable_access(
variable=draft_var_srv.get_variable(variable_id=variable_id),
app_id=app_model.id,
variable_id=variable_id,
)
draft_var_srv.delete_variable(variable)
db.session.commit()
return Response("", 204)
@@ -450,11 +463,11 @@ class VariableResetApi(Resource):
raise NotFoundError(
f"Draft workflow not found, app_id={app_model.id}",
)
variable = draft_var_srv.get_variable(variable_id=variable_id)
if variable is None:
raise NotFoundError(description=f"variable not found, id={variable_id}")
if variable.app_id != app_model.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
variable = _ensure_variable_access(
variable=draft_var_srv.get_variable(variable_id=variable_id),
app_id=app_model.id,
variable_id=variable_id,
)
resetted = draft_var_srv.reset_variable(draft_workflow, variable)
db.session.commit()
@@ -470,11 +483,15 @@ def _get_variable_list(app_model: App, node_id) -> WorkflowDraftVariableList:
session=session,
)
if node_id == CONVERSATION_VARIABLE_NODE_ID:
draft_vars = draft_var_srv.list_conversation_variables(app_model.id)
draft_vars = draft_var_srv.list_conversation_variables(app_model.id, user_id=current_user.id)
elif node_id == SYSTEM_VARIABLE_NODE_ID:
draft_vars = draft_var_srv.list_system_variables(app_model.id)
draft_vars = draft_var_srv.list_system_variables(app_model.id, user_id=current_user.id)
else:
draft_vars = draft_var_srv.list_node_variables(app_id=app_model.id, node_id=node_id)
draft_vars = draft_var_srv.list_node_variables(
app_id=app_model.id,
node_id=node_id,
user_id=current_user.id,
)
return draft_vars
@@ -495,7 +512,7 @@ class ConversationVariableCollectionApi(Resource):
if draft_workflow is None:
raise NotFoundError(description=f"draft workflow not found, id={app_model.id}")
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(draft_workflow)
draft_var_srv.prefill_conversation_variable_default_values(draft_workflow, user_id=current_user.id)
db.session.commit()
return _get_variable_list(app_model, CONVERSATION_VARIABLE_NODE_ID)

8
api/controllers/console/datasets/datasets.py
View File

@@ -54,6 +54,7 @@ from fields.document_fields import document_status_fields
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 SegmentStatus
from models.provider_ids import ModelProviderID
from services.api_token_service import ApiTokenCache
from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService
@@ -263,6 +264,7 @@ def _get_retrieval_methods_by_vector_type(vector_type: str | None, is_mock: bool
VectorType.BAIDU,
VectorType.ALIBABACLOUD_MYSQL,
VectorType.IRIS,
VectorType.HOLOGRES,
}
semantic_methods = {"retrieval_method": [RetrievalMethod.SEMANTIC_SEARCH.value]}
@@ -740,13 +742,15 @@ class DatasetIndexingStatusApi(Resource):
.where(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != "re_segment",
DocumentSegment.status != SegmentStatus.RE_SEGMENT,
)
.count()
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.where(
DocumentSegment.document_id == str(document.id), DocumentSegment.status != SegmentStatus.RE_SEGMENT
)
.count()
)
# Create a dictionary with document attributes and additional fields

33
api/controllers/console/datasets/datasets_document.py
View File

@@ -42,6 +42,7 @@ 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
@@ -297,6 +298,7 @@ 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()
)
@@ -332,13 +334,16 @@ class DatasetDocumentListApi(Resource):
.where(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != "re_segment",
DocumentSegment.status != SegmentStatus.RE_SEGMENT,
)
.count()
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.where(
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != SegmentStatus.RE_SEGMENT,
)
.count()
)
document.completed_segments = completed_segments
@@ -503,7 +508,7 @@ class DocumentIndexingEstimateApi(DocumentResource):
document_id = str(document_id)
document = self.get_document(dataset_id, document_id)
if document.indexing_status in {"completed", "error"}:
if document.indexing_status in {IndexingStatus.COMPLETED, IndexingStatus.ERROR}:
raise DocumentAlreadyFinishedError()
data_process_rule = document.dataset_process_rule
@@ -573,7 +578,7 @@ 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 {"completed", "error"}:
if document.indexing_status in {IndexingStatus.COMPLETED, IndexingStatus.ERROR}:
raise DocumentAlreadyFinishedError()
data_source_info = document.data_source_info_dict
match document.data_source_type:
@@ -671,19 +676,21 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
.where(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != "re_segment",
DocumentSegment.status != SegmentStatus.RE_SEGMENT,
)
.count()
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.where(
DocumentSegment.document_id == str(document.id), DocumentSegment.status != SegmentStatus.RE_SEGMENT
)
.count()
)
# Create a dictionary with document attributes and additional fields
document_dict = {
"id": document.id,
"indexing_status": "paused" if document.is_paused else document.indexing_status,
"indexing_status": IndexingStatus.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,
@@ -720,20 +727,20 @@ class DocumentIndexingStatusApi(DocumentResource):
.where(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document_id),
DocumentSegment.status != "re_segment",
DocumentSegment.status != SegmentStatus.RE_SEGMENT,
)
.count()
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
.where(DocumentSegment.document_id == str(document_id), DocumentSegment.status != SegmentStatus.RE_SEGMENT)
.count()
)
# Create a dictionary with document attributes and additional fields
document_dict = {
"id": document.id,
"indexing_status": "paused" if document.is_paused else document.indexing_status,
"indexing_status": IndexingStatus.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,
@@ -955,7 +962,7 @@ class DocumentProcessingApi(DocumentResource):
match action:
case "pause":
if document.indexing_status != "indexing":
if document.indexing_status != IndexingStatus.INDEXING:
raise InvalidActionError("Document not in indexing state.")
document.paused_by = current_user.id
@@ -964,7 +971,7 @@ class DocumentProcessingApi(DocumentResource):
db.session.commit()
case "resume":
if document.indexing_status not in {"paused", "error"}:
if document.indexing_status not in {IndexingStatus.PAUSED, IndexingStatus.ERROR}:
raise InvalidActionError("Document not in paused or error state.")
document.paused_by = None
@@ -1169,7 +1176,7 @@ class DocumentRetryApi(DocumentResource):
raise ArchivedDocumentImmutableError()
# 400 if document is completed
if document.indexing_status == "completed":
if document.indexing_status == IndexingStatus.COMPLETED:
raise DocumentAlreadyFinishedError()
retry_documents.append(document)
except Exception:

3
api/controllers/console/datasets/hit_testing_base.py
View File

@@ -24,6 +24,7 @@ from fields.hit_testing_fields import hit_testing_record_fields
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__)
@@ -31,7 +32,7 @@ logger = logging.getLogger(__name__)
class HitTestingPayload(BaseModel):
query: str = Field(max_length=250)
retrieval_model: dict[str, Any] | None = None
retrieval_model: RetrievalModel | None = None
external_retrieval_model: dict[str, Any] | None = None
attachment_ids: list[str] | None = None

2
api/controllers/console/datasets/rag_pipeline/rag_pipeline.py
View File

@@ -46,6 +46,8 @@ 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

13
api/controllers/console/datasets/rag_pipeline/rag_pipeline_draft_variable.py
View File

@@ -102,6 +102,7 @@ class RagPipelineVariableCollectionApi(Resource):
app_id=pipeline.id,
page=query.page,
limit=query.limit,
user_id=current_user.id,
)
return workflow_vars
@@ -111,7 +112,7 @@ class RagPipelineVariableCollectionApi(Resource):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
draft_var_srv.delete_workflow_variables(pipeline.id)
draft_var_srv.delete_user_workflow_variables(pipeline.id, user_id=current_user.id)
db.session.commit()
return Response("", 204)
@@ -144,7 +145,7 @@ class RagPipelineNodeVariableCollectionApi(Resource):
draft_var_srv = WorkflowDraftVariableService(
session=session,
)
node_vars = draft_var_srv.list_node_variables(pipeline.id, node_id)
node_vars = draft_var_srv.list_node_variables(pipeline.id, node_id, user_id=current_user.id)
return node_vars
@@ -152,7 +153,7 @@ class RagPipelineNodeVariableCollectionApi(Resource):
def delete(self, pipeline: Pipeline, node_id: str):
validate_node_id(node_id)
srv = WorkflowDraftVariableService(db.session())
srv.delete_node_variables(pipeline.id, node_id)
srv.delete_node_variables(pipeline.id, node_id, user_id=current_user.id)
db.session.commit()
return Response("", 204)
@@ -283,11 +284,11 @@ def _get_variable_list(pipeline: Pipeline, node_id) -> WorkflowDraftVariableList
session=session,
)
if node_id == CONVERSATION_VARIABLE_NODE_ID:
draft_vars = draft_var_srv.list_conversation_variables(pipeline.id)
draft_vars = draft_var_srv.list_conversation_variables(pipeline.id, user_id=current_user.id)
elif node_id == SYSTEM_VARIABLE_NODE_ID:
draft_vars = draft_var_srv.list_system_variables(pipeline.id)
draft_vars = draft_var_srv.list_system_variables(pipeline.id, user_id=current_user.id)
else:
draft_vars = draft_var_srv.list_node_variables(app_id=pipeline.id, node_id=node_id)
draft_vars = draft_var_srv.list_node_variables(app_id=pipeline.id, node_id=node_id, user_id=current_user.id)
return draft_vars

47
api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py
View File

@@ -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 Forbidden, InternalServerError, NotFound
from werkzeug.exceptions import BadRequest, Forbidden, InternalServerError, NotFound
import services
from controllers.common.schema import register_schema_models
@@ -16,7 +16,11 @@ from controllers.console.app.error import (
DraftWorkflowNotExist,
DraftWorkflowNotSync,
)
from controllers.console.app.workflow import workflow_model, workflow_pagination_model
from controllers.console.app.workflow import (
RESTORE_SOURCE_WORKFLOW_MUST_BE_PUBLISHED_MESSAGE,
workflow_model,
workflow_pagination_model,
)
from controllers.console.app.workflow_run import (
workflow_run_detail_model,
workflow_run_node_execution_list_model,
@@ -42,7 +46,8 @@ 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 services.errors.app import WorkflowHashNotEqualError
from models.workflow import Workflow
from services.errors.app import IsDraftWorkflowError, WorkflowHashNotEqualError, WorkflowNotFoundError
from services.errors.llm import InvokeRateLimitError
from services.rag_pipeline.pipeline_generate_service import PipelineGenerateService
from services.rag_pipeline.rag_pipeline import RagPipelineService
@@ -203,9 +208,12 @@ class DraftRagPipelineApi(Resource):
abort(415)
payload = DraftWorkflowSyncPayload.model_validate(payload_dict)
rag_pipeline_service = RagPipelineService()
try:
environment_variables_list = payload.environment_variables or []
environment_variables_list = Workflow.normalize_environment_variable_mappings(
payload.environment_variables or [],
)
environment_variables = [
variable_factory.build_environment_variable_from_mapping(obj) for obj in environment_variables_list
]
@@ -213,7 +221,6 @@ 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,
@@ -705,6 +712,36 @@ 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

12
api/controllers/console/explore/banner.py
View File

@@ -1,9 +1,11 @@
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
@@ -16,14 +18,18 @@ class BannerApi(Resource):
language = request.args.get("language", "en-US")
# Build base query for enabled banners
base_query = db.session.query(ExporleBanner).where(ExporleBanner.status == "enabled")
base_query = select(ExporleBanner).where(ExporleBanner.status == BannerStatus.ENABLED)
# Try to get banners in the requested language
banners = base_query.where(ExporleBanner.language == language).order_by(ExporleBanner.sort).all()
banners = db.session.scalars(
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 = base_query.where(ExporleBanner.language == "en-US").order_by(ExporleBanner.sort).all()
banners = db.session.scalars(
base_query.where(ExporleBanner.language == "en-US").order_by(ExporleBanner.sort)
).all()
# Convert banners to serializable format
result = []
for banner in banners:

12
api/controllers/console/explore/installed_app.py
View File

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

3
api/controllers/console/explore/message.py
View File

@@ -27,6 +27,7 @@ from fields.message_fields import MessageInfiniteScrollPagination, MessageListIt
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
@@ -116,7 +117,7 @@ class MessageFeedbackApi(InstalledAppResource):
app_model=app_model,
message_id=message_id,
user=current_user,
rating=payload.rating,
rating=FeedbackRating(payload.rating) if payload.rating else None,
content=payload.content,
)
except MessageNotExistsError:

11
api/controllers/console/explore/trial.py
View File

@@ -4,6 +4,7 @@ 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
@@ -476,7 +477,7 @@ class TrialSitApi(Resource):
Returns the site configuration for the application including theme, icons, and text.
"""
site = db.session.query(Site).where(Site.app_id == app_model.id).first()
site = db.session.scalar(select(Site).where(Site.app_id == app_model.id).limit(1))
if not site:
raise Forbidden()
@@ -541,13 +542,7 @@ class AppWorkflowApi(Resource):
if not app_model.workflow_id:
raise AppUnavailableError()
workflow = (
db.session.query(Workflow)
.where(
Workflow.id == app_model.workflow_id,
)
.first()
)
workflow = db.session.get(Workflow, app_model.workflow_id)
return workflow

15
api/controllers/console/explore/wraps.py
View File

@@ -4,6 +4,7 @@ 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
@@ -24,10 +25,10 @@ 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.query(InstalledApp)
installed_app = db.session.scalar(
select(InstalledApp)
.where(InstalledApp.id == str(installed_app_id), InstalledApp.tenant_id == current_tenant_id)
.first()
.limit(1)
)
if installed_app is None:
@@ -78,7 +79,7 @@ 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.query(TrialApp).where(TrialApp.app_id == str(app_id)).first()
trial_app = db.session.scalar(select(TrialApp).where(TrialApp.app_id == str(app_id)).limit(1))
if trial_app is None:
raise TrialAppNotAllowed()
@@ -87,10 +88,10 @@ def trial_app_required(view: Callable[Concatenate[App, P], R] | None = None):
if app is None:
raise TrialAppNotAllowed()
account_trial_app_record = (
db.session.query(AccountTrialAppRecord)
account_trial_app_record = db.session.scalar(
select(AccountTrialAppRecord)
.where(AccountTrialAppRecord.account_id == current_user.id, AccountTrialAppRecord.app_id == app_id)
.first()
.limit(1)
)
if account_trial_app_record:
if account_trial_app_record.count >= trial_app.trial_limit:

3
api/controllers/console/setup.py
View File

@@ -2,6 +2,7 @@ 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
@@ -100,6 +101,6 @@ def setup_system(payload: SetupRequestPayload) -> SetupResponse:
def get_setup_status() -> DifySetup | bool | None:
if dify_config.EDITION == "SELF_HOSTED":
return db.session.query(DifySetup).first()
return db.session.scalar(select(DifySetup).limit(1))
return True

6
api/controllers/console/workspace/account.py
View File

@@ -218,13 +218,13 @@ class AccountInitApi(Resource):
raise ValueError("invitation_code is required")
# check invitation code
invitation_code = (
db.session.query(InvitationCode)
invitation_code = db.session.scalar(
select(InvitationCode)
.where(
InvitationCode.code == args.invitation_code,
InvitationCode.status == InvitationCodeStatus.UNUSED,
)
.first()
.limit(1)
)
if not invitation_code:

2
api/controllers/console/workspace/members.py
View File

@@ -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.query(Account).where(Account.id == str(member_id)).first()
member = db.session.get(Account, str(member_id))
if member is None:
abort(404)
else:

28
api/controllers/console/workspace/workspace.py
View File

@@ -7,6 +7,7 @@ from sqlalchemy import select
from werkzeug.exceptions import Unauthorized
import services
from configs import dify_config
from controllers.common.errors import (
FilenameNotExistsError,
FileTooLargeError,
@@ -29,6 +30,7 @@ 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
@@ -108,9 +110,29 @@ 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:
features = FeatureService.get_features(tenant.id)
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
# Create a dictionary with tenant attributes
tenant_dict = {
@@ -118,7 +140,7 @@ class TenantListApi(Resource):
"name": tenant.name,
"status": tenant.status,
"created_at": tenant.created_at,
"plan": features.billing.subscription.plan if features.billing.enabled else CloudPlan.SANDBOX,
"plan": plan,
"current": tenant.id == current_tenant_id if current_tenant_id else False,
}
@@ -198,7 +220,7 @@ class SwitchWorkspaceApi(Resource):
except Exception:
raise AccountNotLinkTenantError("Account not link tenant")
new_tenant = db.session.query(Tenant).get(args.tenant_id) # Get new tenant
new_tenant = db.session.get(Tenant, args.tenant_id) # Get new tenant
if new_tenant is None:
raise ValueError("Tenant not found")

11
api/controllers/console/wraps.py
View File

@@ -7,6 +7,7 @@ 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
@@ -218,13 +219,9 @@ 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 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():
if dify_config.EDITION == "SELF_HOSTED" and not db.session.scalar(select(DifySetup).limit(1)):
if os.environ.get("INIT_PASSWORD"):
raise NotInitValidateError()
raise NotSetupError()
return view(*args, **kwargs)

27
api/controllers/inner_api/plugin/wraps.py
View File

@@ -5,6 +5,7 @@ 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
@@ -36,23 +37,16 @@ def get_user(tenant_id: str, user_id: str | None) -> EndUser:
user_model = None
if is_anonymous:
user_model = (
session.query(EndUser)
user_model = session.scalar(
select(EndUser)
.where(
EndUser.session_id == user_id,
EndUser.tenant_id == tenant_id,
)
.first()
.limit(1)
)
else:
user_model = (
session.query(EndUser)
.where(
EndUser.id == user_id,
EndUser.tenant_id == tenant_id,
)
.first()
)
user_model = session.get(EndUser, user_id)
if not user_model:
user_model = EndUser(
@@ -84,16 +78,7 @@ def get_user_tenant(view_func: Callable[P, R]):
if not user_id:
user_id = DefaultEndUserSessionID.DEFAULT_SESSION_ID
try:
tenant_model = (
db.session.query(Tenant)
.where(
Tenant.id == tenant_id,
)
.first()
)
except Exception:
raise ValueError("tenant not found")
tenant_model = db.session.get(Tenant, tenant_id)
if not tenant_model:
raise ValueError("tenant not found")

3
api/controllers/inner_api/workspace/workspace.py
View File

@@ -2,6 +2,7 @@ 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
@@ -42,7 +43,7 @@ class EnterpriseWorkspace(Resource):
def post(self):
args = WorkspaceCreatePayload.model_validate(inner_api_ns.payload or {})
account = db.session.query(Account).filter_by(email=args.owner_email).first()
account = db.session.scalar(select(Account).where(Account.email == args.owner_email).limit(1))
if account is None:
return {"message": "owner account not found."}, 404

2
api/controllers/inner_api/wraps.py
View File

@@ -76,7 +76,7 @@ def enterprise_inner_api_user_auth(view: Callable[P, R]):
if signature_base64 != token:
return view(*args, **kwargs)
kwargs["user"] = db.session.query(EndUser).where(EndUser.id == user_id).first()
kwargs["user"] = db.session.get(EndUser, user_id)
return view(*args, **kwargs)

3
api/controllers/service_api/app/message.py
View File

@@ -15,6 +15,7 @@ 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,
@@ -116,7 +117,7 @@ class MessageFeedbackApi(Resource):
app_model=app_model,
message_id=message_id,
user=end_user,
rating=payload.rating,
rating=FeedbackRating(payload.rating) if payload.rating else None,
content=payload.content,
)
except MessageNotExistsError:

7
api/controllers/service_api/dataset/document.py
View File

@@ -36,6 +36,7 @@ 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,
@@ -622,13 +623,15 @@ class DocumentIndexingStatusApi(DatasetApiResource):
.where(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != "re_segment",
DocumentSegment.status != SegmentStatus.RE_SEGMENT,
)
.count()
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.where(
DocumentSegment.document_id == str(document.id), DocumentSegment.status != SegmentStatus.RE_SEGMENT
)
.count()
)
# Create a dictionary with document attributes and additional fields

40
api/controllers/service_api/wraps.py
View File

@@ -3,7 +3,7 @@ import time
from collections.abc import Callable
from enum import StrEnum, auto
from functools import wraps
from typing import Concatenate, ParamSpec, TypeVar, cast
from typing import Concatenate, ParamSpec, TypeVar, cast, overload
from flask import current_app, request
from flask_login import user_logged_in
@@ -44,10 +44,22 @@ class FetchUserArg(BaseModel):
required: bool = False
def validate_app_token(view: Callable[P, R] | None = None, *, fetch_user_arg: FetchUserArg | None = None):
def decorator(view_func: Callable[P, R]):
@overload
def validate_app_token(view: Callable[P, R]) -> Callable[P, R]: ...
@overload
def validate_app_token(
view: None = None, *, fetch_user_arg: FetchUserArg | None = None
) -> Callable[[Callable[P, R]], Callable[P, R]]: ...
def validate_app_token(
view: Callable[P, R] | None = None, *, fetch_user_arg: FetchUserArg | None = None
) -> Callable[P, R] | Callable[[Callable[P, R]], Callable[P, R]]:
def decorator(view_func: Callable[P, R]) -> Callable[P, R]:
@wraps(view_func)
def decorated_view(*args: P.args, **kwargs: P.kwargs):
def decorated_view(*args: P.args, **kwargs: P.kwargs) -> R:
api_token = validate_and_get_api_token("app")
app_model = db.session.query(App).where(App.id == api_token.app_id).first()
@@ -213,10 +225,20 @@ def cloud_edition_billing_rate_limit_check(resource: str, api_token_type: str):
return interceptor
def validate_dataset_token(view: Callable[Concatenate[T, P], R] | None = None):
def decorator(view: Callable[Concatenate[T, P], R]):
@wraps(view)
def decorated(*args: P.args, **kwargs: P.kwargs):
@overload
def validate_dataset_token(view: Callable[Concatenate[T, P], R]) -> Callable[P, R]: ...
@overload
def validate_dataset_token(view: None = None) -> Callable[[Callable[Concatenate[T, P], R]], Callable[P, R]]: ...
def validate_dataset_token(
view: Callable[Concatenate[T, P], R] | None = None,
) -> Callable[P, R] | Callable[[Callable[Concatenate[T, P], R]], Callable[P, R]]:
def decorator(view_func: Callable[Concatenate[T, P], R]) -> Callable[P, R]:
@wraps(view_func)
def decorated(*args: P.args, **kwargs: P.kwargs) -> R:
api_token = validate_and_get_api_token("dataset")
# get url path dataset_id from positional args or kwargs
@@ -287,7 +309,7 @@ def validate_dataset_token(view: Callable[Concatenate[T, P], R] | None = None):
raise Unauthorized("Tenant owner account does not exist.")
else:
raise Unauthorized("Tenant does not exist.")
return view(api_token.tenant_id, *args, **kwargs)
return view_func(api_token.tenant_id, *args, **kwargs) # type: ignore[arg-type]
return decorated

32
api/controllers/trigger/webhook.py
View File

@@ -70,7 +70,14 @@ def handle_webhook(webhook_id: str):
@bp.route("/webhook-debug/<string:webhook_id>", methods=["GET", "POST", "PUT", "PATCH", "DELETE", "HEAD", "OPTIONS"])
def handle_webhook_debug(webhook_id: str):
"""Handle webhook debug calls without triggering production workflow execution."""
"""Handle webhook debug calls without triggering production workflow execution.
The debug webhook endpoint is only for draft inspection flows. It never enqueues
Celery work for the published workflow; instead it dispatches an in-memory debug
event to an active Variable Inspector listener. Returning a clear error when no
listener is registered prevents a misleading 200 response for requests that are
effectively dropped.
"""
try:
webhook_trigger, _, node_config, webhook_data, error = _prepare_webhook_execution(webhook_id, is_debug=True)
if error:
@@ -94,11 +101,32 @@ def handle_webhook_debug(webhook_id: str):
"method": webhook_data.get("method"),
},
)
TriggerDebugEventBus.dispatch(
dispatch_count = TriggerDebugEventBus.dispatch(
tenant_id=webhook_trigger.tenant_id,
event=event,
pool_key=pool_key,
)
if dispatch_count == 0:
logger.warning(
"Webhook debug request dropped without an active listener for webhook %s (tenant=%s, app=%s, node=%s)",
webhook_trigger.webhook_id,
webhook_trigger.tenant_id,
webhook_trigger.app_id,
webhook_trigger.node_id,
)
return (
jsonify(
{
"error": "No active debug listener",
"message": (
"The webhook debug URL only works while the Variable Inspector is listening. "
"Use the published webhook URL to execute the workflow in Celery."
),
"execution_url": webhook_trigger.webhook_url,
}
),
409,
)
response_data, status_code = WebhookService.generate_webhook_response(node_config)
return jsonify(response_data), status_code

5
api/controllers/web/human_input_form.py
View File

@@ -8,6 +8,7 @@ from datetime import datetime
from flask import Response, request
from flask_restx import Resource, reqparse
from sqlalchemy import select
from werkzeug.exceptions import Forbidden
from configs import dify_config
@@ -147,11 +148,11 @@ class HumanInputFormApi(Resource):
def _get_app_site_from_form(form: Form) -> tuple[App, Site]:
"""Resolve App/Site for the form's app and validate tenant status."""
app_model = db.session.query(App).where(App.id == form.app_id).first()
app_model = db.session.get(App, form.app_id)
if app_model is None or app_model.tenant_id != form.tenant_id:
raise NotFoundError("Form not found")
site = db.session.query(Site).where(Site.app_id == app_model.id).first()
site = db.session.scalar(select(Site).where(Site.app_id == app_model.id).limit(1))
if site is None:
raise Forbidden()

3
api/controllers/web/message.py
View File

@@ -25,6 +25,7 @@ from fields.conversation_fields import ResultResponse
from fields.message_fields import SuggestedQuestionsResponse, WebMessageInfiniteScrollPagination, WebMessageListItem
from libs import helper
from libs.helper import uuid_value
from models.enums import FeedbackRating
from models.model import AppMode
from services.app_generate_service import AppGenerateService
from services.errors.app import MoreLikeThisDisabledError
@@ -157,7 +158,7 @@ class MessageFeedbackApi(WebApiResource):
app_model=app_model,
message_id=message_id,
user=end_user,
rating=payload.rating,
rating=FeedbackRating(payload.rating) if payload.rating else None,
content=payload.content,
)
except MessageNotExistsError:

3
api/controllers/web/site.py
View File

@@ -1,6 +1,7 @@
from typing import cast
from flask_restx import fields, marshal, marshal_with
from sqlalchemy import select
from werkzeug.exceptions import Forbidden
from configs import dify_config
@@ -72,7 +73,7 @@ class AppSiteApi(WebApiResource):
def get(self, app_model, end_user):
"""Retrieve app site info."""
# get site
site = db.session.query(Site).where(Site.app_id == app_model.id).first()
site = db.session.scalar(select(Site).where(Site.app_id == app_model.id).limit(1))
if not site:
raise Forbidden()

2
api/core/agent/base_agent_runner.py
View File

@@ -452,7 +452,7 @@ class BaseAgentRunner(AppRunner):
continue
result.append(self.organize_agent_user_prompt(message))
agent_thoughts: list[MessageAgentThought] = message.agent_thoughts
agent_thoughts = message.agent_thoughts
if agent_thoughts:
for agent_thought in agent_thoughts:
tool_names_raw = agent_thought.tool

27
api/core/app/app_config/common/parameters_mapping/__init__.py
View File

@@ -1,13 +1,36 @@
from collections.abc import Mapping
from typing import Any
from typing import Any, TypedDict
from configs import dify_config
from constants import DEFAULT_FILE_NUMBER_LIMITS
class SystemParametersDict(TypedDict):
image_file_size_limit: int
video_file_size_limit: int
audio_file_size_limit: int
file_size_limit: int
workflow_file_upload_limit: int
class AppParametersDict(TypedDict):
opening_statement: str | None
suggested_questions: list[str]
suggested_questions_after_answer: dict[str, Any]
speech_to_text: dict[str, Any]
text_to_speech: dict[str, Any]
retriever_resource: dict[str, Any]
annotation_reply: dict[str, Any]
more_like_this: dict[str, Any]
user_input_form: list[dict[str, Any]]
sensitive_word_avoidance: dict[str, Any]
file_upload: dict[str, Any]
system_parameters: SystemParametersDict
def get_parameters_from_feature_dict(
*, features_dict: Mapping[str, Any], user_input_form: list[dict[str, Any]]
) -> Mapping[str, Any]:
) -> AppParametersDict:
"""
Mapping from feature dict to webapp parameters
"""

7
api/core/app/app_config/easy_ui_based_app/dataset/manager.py
View File

@@ -8,6 +8,7 @@ from core.app.app_config.entities import (
ModelConfig,
)
from core.entities.agent_entities import PlanningStrategy
from core.rag.data_post_processor.data_post_processor import RerankingModelDict, WeightsDict
from models.model import AppMode, AppModelConfigDict
from services.dataset_service import DatasetService
@@ -117,8 +118,10 @@ class DatasetConfigManager:
score_threshold=float(score_threshold_val)
if dataset_configs.get("score_threshold_enabled", False) and score_threshold_val is not None
else None,
reranking_model=reranking_model_val if isinstance(reranking_model_val, dict) else None,
weights=weights_val if isinstance(weights_val, dict) else None,
reranking_model=cast(RerankingModelDict, reranking_model_val)
if isinstance(reranking_model_val, dict)
else None,
weights=cast(WeightsDict, weights_val) if isinstance(weights_val, dict) else None,
reranking_enabled=bool(dataset_configs.get("reranking_enabled", True)),
rerank_mode=dataset_configs.get("reranking_mode", "reranking_model"),
metadata_filtering_mode=cast(

5
api/core/app/app_config/entities.py
View File

@@ -4,6 +4,7 @@ from typing import Any, Literal
from pydantic import BaseModel, Field
from core.rag.data_post_processor.data_post_processor import RerankingModelDict, WeightsDict
from dify_graph.file import FileUploadConfig
from dify_graph.model_runtime.entities.llm_entities import LLMMode
from dify_graph.model_runtime.entities.message_entities import PromptMessageRole
@@ -194,8 +195,8 @@ class DatasetRetrieveConfigEntity(BaseModel):
top_k: int | None = None
score_threshold: float | None = 0.0
rerank_mode: str | None = "reranking_model"
reranking_model: dict | None = None
weights: dict | None = None
reranking_model: RerankingModelDict | None = None
weights: WeightsDict | None = None
reranking_enabled: bool | None = True
metadata_filtering_mode: Literal["disabled", "automatic", "manual"] | None = "disabled"
metadata_model_config: ModelConfig | None = None

6
api/core/app/apps/advanced_chat/app_generator.py
View File

@@ -335,9 +335,10 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
user_id=user.id,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
draft_var_srv.prefill_conversation_variable_default_values(workflow, user_id=user.id)
return self._generate(
workflow=workflow,
@@ -418,9 +419,10 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
user_id=user.id,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
draft_var_srv.prefill_conversation_variable_default_values(workflow, user_id=user.id)
return self._generate(
workflow=workflow,

4
api/core/app/apps/advanced_chat/generate_task_pipeline.py
View File

@@ -78,7 +78,7 @@ from dify_graph.system_variable import SystemVariable
from extensions.ext_database import db
from libs.datetime_utils import naive_utc_now
from models import Account, Conversation, EndUser, LLMGenerationDetail, Message, MessageFile
from models.enums import CreatorUserRole, MessageStatus
from models.enums import CreatorUserRole, MessageFileBelongsTo, MessageStatus
from models.execution_extra_content import HumanInputContent
from models.workflow import Workflow
@@ -1116,7 +1116,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
type=file["type"],
transfer_method=file["transfer_method"],
url=file["remote_url"],
belongs_to="assistant",
belongs_to=MessageFileBelongsTo.ASSISTANT,
upload_file_id=file["related_id"],
created_by_role=CreatorUserRole.ACCOUNT
if message.invoke_from in {InvokeFrom.EXPLORE, InvokeFrom.DEBUGGER}

11
api/core/app/apps/base_app_generate_response_converter.py
View File

@@ -74,11 +74,22 @@ class AppGenerateResponseConverter(ABC):
for resource in metadata["retriever_resources"]:
updated_resources.append(
{
"dataset_id": resource.get("dataset_id"),
"dataset_name": resource.get("dataset_name"),
"document_id": resource.get("document_id"),
"segment_id": resource.get("segment_id", ""),
"position": resource["position"],
"data_source_type": resource.get("data_source_type"),
"document_name": resource["document_name"],
"score": resource["score"],
"hit_count": resource.get("hit_count"),
"word_count": resource.get("word_count"),
"segment_position": resource.get("segment_position"),
"index_node_hash": resource.get("index_node_hash"),
"content": resource["content"],
"page": resource.get("page"),
"title": resource.get("title"),
"files": resource.get("files"),
"summary": resource.get("summary"),
}
)

4
api/core/app/apps/base_app_runner.py
View File

@@ -40,7 +40,7 @@ from dify_graph.model_runtime.entities.message_entities import (
from dify_graph.model_runtime.entities.model_entities import ModelPropertyKey
from dify_graph.model_runtime.errors.invoke import InvokeBadRequestError
from extensions.ext_database import db
from models.enums import CreatorUserRole
from models.enums import CreatorUserRole, MessageFileBelongsTo
from models.model import App, AppMode, Message, MessageAnnotation, MessageFile
if TYPE_CHECKING:
@@ -419,7 +419,7 @@ class AppRunner:
message_id=message_id,
type=FileType.IMAGE,
transfer_method=FileTransferMethod.TOOL_FILE,
belongs_to="assistant",
belongs_to=MessageFileBelongsTo.ASSISTANT,
url=f"/files/tools/{tool_file.id}",
upload_file_id=tool_file.id,
created_by_role=(

40
api/core/app/apps/common/workflow_response_converter.py
View File

@@ -3,7 +3,7 @@ import time
from collections.abc import Mapping, Sequence
from dataclasses import dataclass
from datetime import datetime
from typing import Any, NewType, Union
from typing import Any, NewType, TypedDict, Union
from sqlalchemy import select
from sqlalchemy.orm import Session
@@ -76,6 +76,20 @@ NodeExecutionId = NewType("NodeExecutionId", str)
logger = logging.getLogger(__name__)
class AccountCreatedByDict(TypedDict):
id: str
name: str
email: str
class EndUserCreatedByDict(TypedDict):
id: str
user: str
CreatedByDict = AccountCreatedByDict | EndUserCreatedByDict
@dataclass(slots=True)
class _NodeSnapshot:
"""In-memory cache for node metadata between start and completion events."""
@@ -252,19 +266,19 @@ class WorkflowResponseConverter:
outputs_mapping = graph_runtime_state.outputs or {}
encoded_outputs = WorkflowRuntimeTypeConverter().to_json_encodable(outputs_mapping)
created_by: Mapping[str, object] | None
created_by: CreatedByDict | dict[str, object] = {}
user = self._user
if isinstance(user, Account):
created_by = {
"id": user.id,
"name": user.name,
"email": user.email,
}
else:
created_by = {
"id": user.id,
"user": user.session_id,
}
created_by = AccountCreatedByDict(
id=user.id,
name=user.name,
email=user.email,
)
elif isinstance(user, EndUser):
created_by = EndUserCreatedByDict(
id=user.id,
user=user.session_id,
)
return WorkflowFinishStreamResponse(
task_id=task_id,
@@ -507,7 +521,7 @@ class WorkflowResponseConverter:
snapshot = self._pop_snapshot(event.node_execution_id)
start_at = snapshot.start_at if snapshot else event.start_at
finished_at = naive_utc_now()
finished_at = event.finished_at or naive_utc_now()
elapsed_time = (finished_at - start_at).total_seconds()
inputs, inputs_truncated = self._truncate_mapping(event.inputs)

8
api/core/app/apps/message_based_app_generator.py
View File

@@ -33,7 +33,7 @@ from extensions.ext_redis import get_pubsub_broadcast_channel
from libs.broadcast_channel.channel import Topic
from libs.datetime_utils import naive_utc_now
from models import Account
from models.enums import CreatorUserRole
from models.enums import ConversationFromSource, CreatorUserRole, MessageFileBelongsTo
from models.model import App, AppMode, AppModelConfig, Conversation, EndUser, Message, MessageFile
from services.errors.app_model_config import AppModelConfigBrokenError
from services.errors.conversation import ConversationNotExistsError
@@ -130,10 +130,10 @@ class MessageBasedAppGenerator(BaseAppGenerator):
end_user_id = None
account_id = None
if application_generate_entity.invoke_from in {InvokeFrom.WEB_APP, InvokeFrom.SERVICE_API}:
from_source = "api"
from_source = ConversationFromSource.API
end_user_id = application_generate_entity.user_id
else:
from_source = "console"
from_source = ConversationFromSource.CONSOLE
account_id = application_generate_entity.user_id
if isinstance(application_generate_entity, AdvancedChatAppGenerateEntity):
@@ -225,7 +225,7 @@ class MessageBasedAppGenerator(BaseAppGenerator):
message_id=message.id,
type=file.type,
transfer_method=file.transfer_method,
belongs_to="user",
belongs_to=MessageFileBelongsTo.USER,
url=file.remote_url,
upload_file_id=file.related_id,
created_by_role=(CreatorUserRole.ACCOUNT if account_id else CreatorUserRole.END_USER),

6
api/core/app/apps/pipeline/pipeline_generator.py
View File

@@ -419,11 +419,12 @@ class PipelineGenerator(BaseAppGenerator):
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
draft_var_srv.prefill_conversation_variable_default_values(workflow, user_id=user.id)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
user_id=user.id,
)
return self._generate(
@@ -514,11 +515,12 @@ class PipelineGenerator(BaseAppGenerator):
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
draft_var_srv.prefill_conversation_variable_default_values(workflow, user_id=user.id)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
user_id=user.id,
)
return self._generate(

6
api/core/app/apps/workflow/app_generator.py
View File

@@ -445,11 +445,12 @@ class WorkflowAppGenerator(BaseAppGenerator):
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
draft_var_srv.prefill_conversation_variable_default_values(workflow, user_id=user.id)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
user_id=user.id,
)
return self._generate(
@@ -528,11 +529,12 @@ class WorkflowAppGenerator(BaseAppGenerator):
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
draft_var_srv.prefill_conversation_variable_default_values(workflow, user_id=user.id)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
user_id=user.id,
)
return self._generate(
app_model=app_model,

3
api/core/app/apps/workflow_app_runner.py
View File

@@ -458,6 +458,7 @@ class WorkflowBasedAppRunner:
node_id=event.node_id,
node_type=event.node_type,
start_at=event.start_at,
finished_at=event.finished_at,
inputs=inputs,
process_data=process_data,
outputs=outputs,
@@ -474,6 +475,7 @@ class WorkflowBasedAppRunner:
node_id=event.node_id,
node_type=event.node_type,
start_at=event.start_at,
finished_at=event.finished_at,
inputs=event.node_run_result.inputs,
process_data=event.node_run_result.process_data,
outputs=event.node_run_result.outputs,
@@ -491,6 +493,7 @@ class WorkflowBasedAppRunner:
node_id=event.node_id,
node_type=event.node_type,
start_at=event.start_at,
finished_at=event.finished_at,
inputs=event.node_run_result.inputs,
process_data=event.node_run_result.process_data,
outputs=event.node_run_result.outputs,

3
api/core/app/entities/queue_entities.py
View File

@@ -378,6 +378,7 @@ class QueueNodeSucceededEvent(AppQueueEvent):
in_parent_node_id: str | None = None
"""parent node id if this is an extractor node event"""
start_at: datetime
finished_at: datetime | None = None
inputs: Mapping[str, object] = Field(default_factory=dict)
process_data: Mapping[str, object] = Field(default_factory=dict)
@@ -435,6 +436,7 @@ class QueueNodeExceptionEvent(AppQueueEvent):
in_parent_node_id: str | None = None
"""parent node id if this is an extractor node event"""
start_at: datetime
finished_at: datetime | None = None
inputs: Mapping[str, object] = Field(default_factory=dict)
process_data: Mapping[str, object] = Field(default_factory=dict)
@@ -461,6 +463,7 @@ class QueueNodeFailedEvent(AppQueueEvent):
in_parent_node_id: str | None = None
"""parent node id if this is an extractor node event"""
start_at: datetime
finished_at: datetime | None = None
inputs: Mapping[str, object] = Field(default_factory=dict)
process_data: Mapping[str, object] = Field(default_factory=dict)

7
api/core/app/features/annotation_reply/annotation_reply.py
View File

@@ -6,6 +6,7 @@ from core.app.entities.app_invoke_entities import InvokeFrom
from core.rag.datasource.vdb.vector_factory import Vector
from extensions.ext_database import db
from models.dataset import Dataset
from models.enums import CollectionBindingType, ConversationFromSource
from models.model import App, AppAnnotationSetting, Message, MessageAnnotation
from services.annotation_service import AppAnnotationService
from services.dataset_service import DatasetCollectionBindingService
@@ -43,7 +44,7 @@ class AnnotationReplyFeature:
embedding_model_name = collection_binding_detail.model_name
dataset_collection_binding = DatasetCollectionBindingService.get_dataset_collection_binding(
embedding_provider_name, embedding_model_name, "annotation"
embedding_provider_name, embedding_model_name, CollectionBindingType.ANNOTATION
)
dataset = Dataset(
@@ -67,9 +68,9 @@ class AnnotationReplyFeature:
annotation = AppAnnotationService.get_annotation_by_id(annotation_id)
if annotation:
if invoke_from in {InvokeFrom.SERVICE_API, InvokeFrom.WEB_APP}:
from_source = "api"
from_source = ConversationFromSource.API
else:
from_source = "console"
from_source = ConversationFromSource.CONSOLE
# insert annotation history
AppAnnotationService.add_annotation_history(

3
api/core/app/task_pipeline/message_cycle_manager.py
View File

@@ -34,6 +34,7 @@ from core.llm_generator.llm_generator import LLMGenerator
from core.tools.signature import sign_tool_file
from extensions.ext_database import db
from extensions.ext_redis import redis_client
from models.enums import MessageFileBelongsTo
from models.model import AppMode, Conversation, MessageAnnotation, MessageFile
from services.annotation_service import AppAnnotationService
@@ -233,7 +234,7 @@ class MessageCycleManager:
task_id=self._application_generate_entity.task_id,
id=message_file.id,
type=message_file.type,
belongs_to=message_file.belongs_to or "user",
belongs_to=message_file.belongs_to or MessageFileBelongsTo.USER,
url=url,
)

17
api/core/app/task_pipeline/message_file_utils.py
View File

@@ -1,3 +1,5 @@
from typing import TypedDict
from core.tools.signature import sign_tool_file
from dify_graph.file import helpers as file_helpers
from dify_graph.file.enums import FileTransferMethod
@@ -6,7 +8,20 @@ from models.model import MessageFile, UploadFile
MAX_TOOL_FILE_EXTENSION_LENGTH = 10
def prepare_file_dict(message_file: MessageFile, upload_files_map: dict[str, UploadFile]) -> dict:
class MessageFileInfoDict(TypedDict):
related_id: str
extension: str
filename: str
size: int
mime_type: str
transfer_method: str
type: str
url: str
upload_file_id: str
remote_url: str | None
def prepare_file_dict(message_file: MessageFile, upload_files_map: dict[str, UploadFile]) -> MessageFileInfoDict:
"""
Prepare file dictionary for message end stream response.

16
api/core/app/workflow/layers/persistence.py
View File

@@ -271,7 +271,12 @@ class WorkflowPersistenceLayer(GraphEngineLayer):
def _handle_node_succeeded(self, event: NodeRunSucceededEvent) -> None:
domain_execution = self._get_node_execution(event.id)
self._update_node_execution(domain_execution, event.node_run_result, WorkflowNodeExecutionStatus.SUCCEEDED)
self._update_node_execution(
domain_execution,
event.node_run_result,
WorkflowNodeExecutionStatus.SUCCEEDED,
finished_at=event.finished_at,
)
def _handle_node_failed(self, event: NodeRunFailedEvent) -> None:
domain_execution = self._get_node_execution(event.id)
@@ -280,6 +285,7 @@ class WorkflowPersistenceLayer(GraphEngineLayer):
event.node_run_result,
WorkflowNodeExecutionStatus.FAILED,
error=event.error,
finished_at=event.finished_at,
)
def _handle_node_exception(self, event: NodeRunExceptionEvent) -> None:
@@ -289,6 +295,7 @@ class WorkflowPersistenceLayer(GraphEngineLayer):
event.node_run_result,
WorkflowNodeExecutionStatus.EXCEPTION,
error=event.error,
finished_at=event.finished_at,
)
def _handle_node_pause_requested(self, event: NodeRunPauseRequestedEvent) -> None:
@@ -355,13 +362,14 @@ class WorkflowPersistenceLayer(GraphEngineLayer):
*,
error: str | None = None,
update_outputs: bool = True,
finished_at: datetime | None = None,
) -> None:
finished_at = naive_utc_now()
actual_finished_at = finished_at or naive_utc_now()
snapshot = self._node_snapshots.get(domain_execution.id)
start_at = snapshot.created_at if snapshot else domain_execution.created_at
domain_execution.status = status
domain_execution.finished_at = finished_at
domain_execution.elapsed_time = max((finished_at - start_at).total_seconds(), 0.0)
domain_execution.finished_at = actual_finished_at
domain_execution.elapsed_time = max((actual_finished_at - start_at).total_seconds(), 0.0)
if error:
domain_execution.error = error

4
api/core/callback_handler/index_tool_callback_handler.py
View File

@@ -11,7 +11,7 @@ from core.rag.models.document import Document
from extensions.ext_database import db
from models.dataset import ChildChunk, DatasetQuery, DocumentSegment
from models.dataset import Document as DatasetDocument
from models.enums import CreatorUserRole
from models.enums import CreatorUserRole, DatasetQuerySource
_logger = logging.getLogger(__name__)
@@ -35,7 +35,7 @@ class DatasetIndexToolCallbackHandler:
dataset_query = DatasetQuery(
dataset_id=dataset_id,
content=query,
source="app",
source=DatasetQuerySource.APP,
source_app_id=self._app_id,
created_by_role=(
CreatorUserRole.ACCOUNT

3
api/core/datasource/datasource_file_manager.py
View File

@@ -15,6 +15,7 @@ from configs import dify_config
from core.helper import ssrf_proxy
from extensions.ext_database import db
from extensions.ext_storage import storage
from extensions.storage.storage_type import StorageType
from models.enums import CreatorUserRole
from models.model import MessageFile, UploadFile
from models.tools import ToolFile
@@ -81,7 +82,7 @@ class DatasourceFileManager:
upload_file = UploadFile(
tenant_id=tenant_id,
storage_type=dify_config.STORAGE_TYPE,
storage_type=StorageType(dify_config.STORAGE_TYPE),
key=filepath,
name=present_filename,
size=len(file_binary),

31
api/core/entities/provider_configuration.py
View File

@@ -30,6 +30,7 @@ from dify_graph.model_runtime.model_providers.__base.ai_model import AIModel
from dify_graph.model_runtime.model_providers.model_provider_factory import ModelProviderFactory
from libs.datetime_utils import naive_utc_now
from models.engine import db
from models.enums import CredentialSourceType
from models.provider import (
LoadBalancingModelConfig,
Provider,
@@ -473,9 +474,21 @@ class ProviderConfiguration(BaseModel):
self.switch_preferred_provider_type(provider_type=ProviderType.CUSTOM, session=session)
else:
# some historical data may have a provider record but not be set as valid
provider_record.is_valid = True
if provider_record.credential_id is None:
provider_record.credential_id = new_record.id
provider_record.updated_at = naive_utc_now()
provider_model_credentials_cache = ProviderCredentialsCache(
tenant_id=self.tenant_id,
identity_id=provider_record.id,
cache_type=ProviderCredentialsCacheType.PROVIDER,
)
provider_model_credentials_cache.delete()
self.switch_preferred_provider_type(provider_type=ProviderType.CUSTOM, session=session)
session.commit()
except Exception:
session.rollback()
@@ -534,7 +547,7 @@ class ProviderConfiguration(BaseModel):
self._update_load_balancing_configs_with_credential(
credential_id=credential_id,
credential_record=credential_record,
credential_source="provider",
credential_source=CredentialSourceType.PROVIDER,
session=session,
)
except Exception:
@@ -611,7 +624,7 @@ class ProviderConfiguration(BaseModel):
LoadBalancingModelConfig.tenant_id == self.tenant_id,
LoadBalancingModelConfig.provider_name.in_(self._get_provider_names()),
LoadBalancingModelConfig.credential_id == credential_id,
LoadBalancingModelConfig.credential_source_type == "provider",
LoadBalancingModelConfig.credential_source_type == CredentialSourceType.PROVIDER,
)
lb_configs_using_credential = session.execute(lb_stmt).scalars().all()
try:
@@ -1031,7 +1044,7 @@ class ProviderConfiguration(BaseModel):
self._update_load_balancing_configs_with_credential(
credential_id=credential_id,
credential_record=credential_record,
credential_source="custom_model",
credential_source=CredentialSourceType.CUSTOM_MODEL,
session=session,
)
except Exception:
@@ -1061,7 +1074,7 @@ class ProviderConfiguration(BaseModel):
LoadBalancingModelConfig.tenant_id == self.tenant_id,
LoadBalancingModelConfig.provider_name.in_(self._get_provider_names()),
LoadBalancingModelConfig.credential_id == credential_id,
LoadBalancingModelConfig.credential_source_type == "custom_model",
LoadBalancingModelConfig.credential_source_type == CredentialSourceType.CUSTOM_MODEL,
)
lb_configs_using_credential = session.execute(lb_stmt).scalars().all()
@@ -1409,12 +1422,12 @@ class ProviderConfiguration(BaseModel):
preferred_model_provider = s.execute(stmt).scalars().first()
if preferred_model_provider:
preferred_model_provider.preferred_provider_type = provider_type.value
preferred_model_provider.preferred_provider_type = provider_type
else:
preferred_model_provider = TenantPreferredModelProvider(
tenant_id=self.tenant_id,
provider_name=self.provider.provider,
preferred_provider_type=provider_type.value,
preferred_provider_type=provider_type,
)
s.add(preferred_model_provider)
s.commit()
@@ -1699,7 +1712,7 @@ class ProviderConfiguration(BaseModel):
provider_model_lb_configs = [
config
for config in model_setting.load_balancing_configs
if config.credential_source_type != "custom_model"
if config.credential_source_type != CredentialSourceType.CUSTOM_MODEL
]
load_balancing_enabled = model_setting.load_balancing_enabled
@@ -1757,7 +1770,7 @@ class ProviderConfiguration(BaseModel):
custom_model_lb_configs = [
config
for config in model_setting.load_balancing_configs
if config.credential_source_type != "provider"
if config.credential_source_type != CredentialSourceType.PROVIDER
]
load_balancing_enabled = model_setting.load_balancing_enabled

41
api/core/indexing_runner.py
View File

@@ -5,6 +5,7 @@ import re
import threading
import time
import uuid
from collections.abc import Mapping
from typing import Any
from flask import Flask, current_app
@@ -37,8 +38,9 @@ from extensions.ext_storage import storage
from libs import helper
from libs.datetime_utils import naive_utc_now
from models import Account
from models.dataset import ChildChunk, Dataset, DatasetProcessRule, DocumentSegment
from models.dataset import AutomaticRulesConfig, ChildChunk, Dataset, DatasetProcessRule, DocumentSegment
from models.dataset import Document as DatasetDocument
from models.enums import DataSourceType, IndexingStatus, ProcessRuleMode, SegmentStatus
from models.model import UploadFile
from services.feature_service import FeatureService
@@ -55,7 +57,7 @@ class IndexingRunner:
logger.exception("consume document failed")
document = db.session.get(DatasetDocument, document_id)
if document:
document.indexing_status = "error"
document.indexing_status = IndexingStatus.ERROR
error_message = getattr(error, "description", str(error))
document.error = str(error_message)
document.stopped_at = naive_utc_now()
@@ -218,7 +220,7 @@ class IndexingRunner:
if document_segments:
for document_segment in document_segments:
# transform segment to node
if document_segment.status != "completed":
if document_segment.status != SegmentStatus.COMPLETED:
document = Document(
page_content=document_segment.content,
metadata={
@@ -265,7 +267,7 @@ class IndexingRunner:
self,
tenant_id: str,
extract_settings: list[ExtractSetting],
tmp_processing_rule: dict,
tmp_processing_rule: Mapping[str, Any],
doc_form: str | None = None,
doc_language: str = "English",
dataset_id: str | None = None,
@@ -376,12 +378,12 @@ class IndexingRunner:
return IndexingEstimate(total_segments=total_segments, preview=preview_texts)
def _extract(
self, index_processor: BaseIndexProcessor, dataset_document: DatasetDocument, process_rule: dict
self, index_processor: BaseIndexProcessor, dataset_document: DatasetDocument, process_rule: Mapping[str, Any]
) -> list[Document]:
data_source_info = dataset_document.data_source_info_dict
text_docs = []
match dataset_document.data_source_type:
case "upload_file":
case DataSourceType.UPLOAD_FILE:
if not data_source_info or "upload_file_id" not in data_source_info:
raise ValueError("no upload file found")
stmt = select(UploadFile).where(UploadFile.id == data_source_info["upload_file_id"])
@@ -394,7 +396,7 @@ class IndexingRunner:
document_model=dataset_document.doc_form,
)
text_docs = index_processor.extract(extract_setting, process_rule_mode=process_rule["mode"])
case "notion_import":
case DataSourceType.NOTION_IMPORT:
if (
not data_source_info
or "notion_workspace_id" not in data_source_info
@@ -416,7 +418,7 @@ class IndexingRunner:
document_model=dataset_document.doc_form,
)
text_docs = index_processor.extract(extract_setting, process_rule_mode=process_rule["mode"])
case "website_crawl":
case DataSourceType.WEBSITE_CRAWL:
if (
not data_source_info
or "provider" not in data_source_info
@@ -444,7 +446,7 @@ class IndexingRunner:
# update document status to splitting
self._update_document_index_status(
document_id=dataset_document.id,
after_indexing_status="splitting",
after_indexing_status=IndexingStatus.SPLITTING,
extra_update_params={
DatasetDocument.parsing_completed_at: naive_utc_now(),
},
@@ -543,7 +545,8 @@ class IndexingRunner:
"""
Clean the document text according to the processing rules.
"""
if processing_rule.mode == "automatic":
rules: AutomaticRulesConfig | dict[str, Any]
if processing_rule.mode == ProcessRuleMode.AUTOMATIC:
rules = DatasetProcessRule.AUTOMATIC_RULES
else:
rules = json.loads(processing_rule.rules) if processing_rule.rules else {}
@@ -634,7 +637,7 @@ class IndexingRunner:
# update document status to completed
self._update_document_index_status(
document_id=dataset_document.id,
after_indexing_status="completed",
after_indexing_status=IndexingStatus.COMPLETED,
extra_update_params={
DatasetDocument.tokens: tokens,
DatasetDocument.completed_at: naive_utc_now(),
@@ -657,10 +660,10 @@ class IndexingRunner:
DocumentSegment.document_id == document_id,
DocumentSegment.dataset_id == dataset_id,
DocumentSegment.index_node_id.in_(document_ids),
DocumentSegment.status == "indexing",
DocumentSegment.status == SegmentStatus.INDEXING,
).update(
{
DocumentSegment.status: "completed",
DocumentSegment.status: SegmentStatus.COMPLETED,
DocumentSegment.enabled: True,
DocumentSegment.completed_at: naive_utc_now(),
}
@@ -701,10 +704,10 @@ class IndexingRunner:
DocumentSegment.document_id == dataset_document.id,
DocumentSegment.dataset_id == dataset.id,
DocumentSegment.index_node_id.in_(document_ids),
DocumentSegment.status == "indexing",
DocumentSegment.status == SegmentStatus.INDEXING,
).update(
{
DocumentSegment.status: "completed",
DocumentSegment.status: SegmentStatus.COMPLETED,
DocumentSegment.enabled: True,
DocumentSegment.completed_at: naive_utc_now(),
}
@@ -723,7 +726,7 @@ class IndexingRunner:
@staticmethod
def _update_document_index_status(
document_id: str, after_indexing_status: str, extra_update_params: dict | None = None
document_id: str, after_indexing_status: IndexingStatus, extra_update_params: dict | None = None
):
"""
Update the document indexing status.
@@ -756,7 +759,7 @@ class IndexingRunner:
dataset: Dataset,
text_docs: list[Document],
doc_language: str,
process_rule: dict,
process_rule: Mapping[str, Any],
current_user: Account | None = None,
) -> list[Document]:
# get embedding model instance
@@ -801,7 +804,7 @@ class IndexingRunner:
cur_time = naive_utc_now()
self._update_document_index_status(
document_id=dataset_document.id,
after_indexing_status="indexing",
after_indexing_status=IndexingStatus.INDEXING,
extra_update_params={
DatasetDocument.cleaning_completed_at: cur_time,
DatasetDocument.splitting_completed_at: cur_time,
@@ -813,7 +816,7 @@ class IndexingRunner:
self._update_segments_by_document(
dataset_document_id=dataset_document.id,
update_params={
DocumentSegment.status: "indexing",
DocumentSegment.status: SegmentStatus.INDEXING,
DocumentSegment.indexing_at: naive_utc_now(),
},
)

26
api/core/mcp/auth/auth_flow.py
View File

@@ -55,15 +55,31 @@ def build_protected_resource_metadata_discovery_urls(
"""
urls = []
parsed_server_url = urlparse(server_url)
base_url = f"{parsed_server_url.scheme}://{parsed_server_url.netloc}"
path = parsed_server_url.path.rstrip("/")
# First priority: URL from WWW-Authenticate header
if www_auth_resource_metadata_url:
urls.append(www_auth_resource_metadata_url)
parsed_metadata_url = urlparse(www_auth_resource_metadata_url)
normalized_metadata_url = None
if parsed_metadata_url.scheme and parsed_metadata_url.netloc:
normalized_metadata_url = www_auth_resource_metadata_url
elif not parsed_metadata_url.scheme and parsed_metadata_url.netloc:
normalized_metadata_url = f"{parsed_server_url.scheme}:{www_auth_resource_metadata_url}"
elif (
not parsed_metadata_url.scheme
and not parsed_metadata_url.netloc
and parsed_metadata_url.path.startswith("/")
):
first_segment = parsed_metadata_url.path.lstrip("/").split("/", 1)[0]
if first_segment == ".well-known" or "." not in first_segment:
normalized_metadata_url = urljoin(base_url, parsed_metadata_url.path)
if normalized_metadata_url:
urls.append(normalized_metadata_url)
# Fallback: construct from server URL
parsed = urlparse(server_url)
base_url = f"{parsed.scheme}://{parsed.netloc}"
path = parsed.path.rstrip("/")
# Priority 2: With path insertion (e.g., /.well-known/oauth-protected-resource/public/mcp)
if path:
path_url = f"{base_url}/.well-known/oauth-protected-resource{path}"

8
api/core/provider_manager.py
View File

@@ -195,7 +195,9 @@ class ProviderManager:
preferred_provider_type_record = provider_name_to_preferred_model_provider_records_dict.get(provider_name)
if preferred_provider_type_record:
preferred_provider_type = ProviderType.value_of(preferred_provider_type_record.preferred_provider_type)
preferred_provider_type = preferred_provider_type_record.preferred_provider_type
elif dify_config.EDITION == "CLOUD" and system_configuration.enabled:
preferred_provider_type = ProviderType.SYSTEM
elif custom_configuration.provider or custom_configuration.models:
preferred_provider_type = ProviderType.CUSTOM
elif system_configuration.enabled:
@@ -305,9 +307,7 @@ class ProviderManager:
available_models = provider_configurations.get_models(model_type=model_type, only_active=True)
if available_models:
available_model = next(
(model for model in available_models if model.model == "gpt-4"), available_models[0]
)
available_model = available_models[0]
default_model = TenantDefaultModel(
tenant_id=tenant_id,

3
api/core/rag/cleaner/clean_processor.py
View File

@@ -1,9 +1,10 @@
import re
from typing import Any
class CleanProcessor:
@classmethod
def clean(cls, text: str, process_rule: dict) -> str:
def clean(cls, text: str, process_rule: dict[str, Any] | None) -> str:
# default clean
# remove invalid symbol
text = re.sub(r"<\|", "<", text)

38
api/core/rag/data_post_processor/data_post_processor.py
View File

@@ -1,3 +1,5 @@
from typing_extensions import TypedDict
from core.model_manager import ModelInstance, ModelManager
from core.rag.data_post_processor.reorder import ReorderRunner
from core.rag.index_processor.constant.query_type import QueryType
@@ -10,6 +12,26 @@ from dify_graph.model_runtime.entities.model_entities import ModelType
from dify_graph.model_runtime.errors.invoke import InvokeAuthorizationError
class RerankingModelDict(TypedDict):
reranking_provider_name: str
reranking_model_name: str
class VectorSettingDict(TypedDict):
vector_weight: float
embedding_provider_name: str
embedding_model_name: str
class KeywordSettingDict(TypedDict):
keyword_weight: float
class WeightsDict(TypedDict):
vector_setting: VectorSettingDict
keyword_setting: KeywordSettingDict
class DataPostProcessor:
"""Interface for data post-processing document."""
@@ -17,8 +39,8 @@ class DataPostProcessor:
self,
tenant_id: str,
reranking_mode: str,
reranking_model: dict | None = None,
weights: dict | None = None,
reranking_model: RerankingModelDict | None = None,
weights: WeightsDict | None = None,
reorder_enabled: bool = False,
):
self.rerank_runner = self._get_rerank_runner(reranking_mode, tenant_id, reranking_model, weights)
@@ -45,8 +67,8 @@ class DataPostProcessor:
self,
reranking_mode: str,
tenant_id: str,
reranking_model: dict | None = None,
weights: dict | None = None,
reranking_model: RerankingModelDict | None = None,
weights: WeightsDict | None = None,
) -> BaseRerankRunner | None:
if reranking_mode == RerankMode.WEIGHTED_SCORE and weights:
runner = RerankRunnerFactory.create_rerank_runner(
@@ -79,12 +101,14 @@ class DataPostProcessor:
return ReorderRunner()
return None
def _get_rerank_model_instance(self, tenant_id: str, reranking_model: dict | None) -> ModelInstance | None:
def _get_rerank_model_instance(
self, tenant_id: str, reranking_model: RerankingModelDict | None
) -> ModelInstance | None:
if reranking_model:
try:
model_manager = ModelManager()
reranking_provider_name = reranking_model.get("reranking_provider_name")
reranking_model_name = reranking_model.get("reranking_model_name")
reranking_provider_name = reranking_model["reranking_provider_name"]
reranking_model_name = reranking_model["reranking_model_name"]
if not reranking_provider_name or not reranking_model_name:
return None
rerank_model_instance = model_manager.get_model_instance(

20
api/core/rag/datasource/keyword/jieba/jieba.py
View File

@@ -4,6 +4,7 @@ from typing import Any
import orjson
from pydantic import BaseModel
from sqlalchemy import select
from typing_extensions import TypedDict
from configs import dify_config
from core.rag.datasource.keyword.jieba.jieba_keyword_table_handler import JiebaKeywordTableHandler
@@ -15,6 +16,11 @@ from extensions.ext_storage import storage
from models.dataset import Dataset, DatasetKeywordTable, DocumentSegment
class PreSegmentData(TypedDict):
segment: DocumentSegment
keywords: list[str]
class KeywordTableConfig(BaseModel):
max_keywords_per_chunk: int = 10
@@ -128,7 +134,7 @@ class Jieba(BaseKeyword):
file_key = "keyword_files/" + self.dataset.tenant_id + "/" + self.dataset.id + ".txt"
storage.delete(file_key)
def _save_dataset_keyword_table(self, keyword_table):
def _save_dataset_keyword_table(self, keyword_table: dict[str, set[str]] | None):
keyword_table_dict = {
"__type__": "keyword_table",
"__data__": {"index_id": self.dataset.id, "summary": None, "table": keyword_table},
@@ -144,7 +150,7 @@ class Jieba(BaseKeyword):
storage.delete(file_key)
storage.save(file_key, dumps_with_sets(keyword_table_dict).encode("utf-8"))
def _get_dataset_keyword_table(self) -> dict | None:
def _get_dataset_keyword_table(self) -> dict[str, set[str]] | None:
dataset_keyword_table = self.dataset.dataset_keyword_table
if dataset_keyword_table:
keyword_table_dict = dataset_keyword_table.keyword_table_dict
@@ -169,14 +175,16 @@ class Jieba(BaseKeyword):
return {}
def _add_text_to_keyword_table(self, keyword_table: dict, id: str, keywords: list[str]):
def _add_text_to_keyword_table(
self, keyword_table: dict[str, set[str]], id: str, keywords: list[str]
) -> dict[str, set[str]]:
for keyword in keywords:
if keyword not in keyword_table:
keyword_table[keyword] = set()
keyword_table[keyword].add(id)
return keyword_table
def _delete_ids_from_keyword_table(self, keyword_table: dict, ids: list[str]):
def _delete_ids_from_keyword_table(self, keyword_table: dict[str, set[str]], ids: list[str]) -> dict[str, set[str]]:
# get set of ids that correspond to node
node_idxs_to_delete = set(ids)
@@ -193,7 +201,7 @@ class Jieba(BaseKeyword):
return keyword_table
def _retrieve_ids_by_query(self, keyword_table: dict, query: str, k: int = 4):
def _retrieve_ids_by_query(self, keyword_table: dict[str, set[str]], query: str, k: int = 4) -> list[str]:
keyword_table_handler = JiebaKeywordTableHandler()
keywords = keyword_table_handler.extract_keywords(query)
@@ -228,7 +236,7 @@ class Jieba(BaseKeyword):
keyword_table = self._add_text_to_keyword_table(keyword_table or {}, node_id, keywords)
self._save_dataset_keyword_table(keyword_table)
def multi_create_segment_keywords(self, pre_segment_data_list: list):
def multi_create_segment_keywords(self, pre_segment_data_list: list[PreSegmentData]):
keyword_table_handler = JiebaKeywordTableHandler()
keyword_table = self._get_dataset_keyword_table()
for pre_segment_data in pre_segment_data_list:

129
api/core/rag/datasource/retrieval_service.py
View File

@@ -1,19 +1,20 @@
import concurrent.futures
import logging
from concurrent.futures import ThreadPoolExecutor
from typing import Any
from typing import Any, NotRequired
from flask import Flask, current_app
from sqlalchemy import select
from sqlalchemy.orm import Session, load_only
from typing_extensions import TypedDict
from configs import dify_config
from core.db.session_factory import session_factory
from core.model_manager import ModelManager
from core.rag.data_post_processor.data_post_processor import DataPostProcessor
from core.rag.data_post_processor.data_post_processor import DataPostProcessor, RerankingModelDict, WeightsDict
from core.rag.datasource.keyword.keyword_factory import Keyword
from core.rag.datasource.vdb.vector_factory import Vector
from core.rag.embedding.retrieval import RetrievalChildChunk, RetrievalSegments
from core.rag.embedding.retrieval import AttachmentInfoDict, RetrievalChildChunk, RetrievalSegments
from core.rag.entities.metadata_entities import MetadataCondition
from core.rag.index_processor.constant.doc_type import DocType
from core.rag.index_processor.constant.index_type import IndexStructureType
@@ -35,7 +36,49 @@ from models.dataset import Document as DatasetDocument
from models.model import UploadFile
from services.external_knowledge_service import ExternalDatasetService
default_retrieval_model = {
class SegmentAttachmentResult(TypedDict):
attachment_info: AttachmentInfoDict
segment_id: str
class SegmentAttachmentInfoResult(TypedDict):
attachment_id: str
attachment_info: AttachmentInfoDict
segment_id: str
class ChildChunkDetail(TypedDict):
id: str
content: str
position: int
score: float
class SegmentChildMapDetail(TypedDict):
max_score: float
child_chunks: list[ChildChunkDetail]
class SegmentRecord(TypedDict):
segment: DocumentSegment
score: NotRequired[float]
child_chunks: NotRequired[list[ChildChunkDetail]]
files: NotRequired[list[AttachmentInfoDict]]
class DefaultRetrievalModelDict(TypedDict):
search_method: RetrievalMethod
reranking_enable: bool
reranking_model: RerankingModelDict
reranking_mode: NotRequired[str]
weights: NotRequired[WeightsDict | None]
score_threshold: NotRequired[float]
top_k: int
score_threshold_enabled: bool
default_retrieval_model: DefaultRetrievalModelDict = {
"search_method": RetrievalMethod.SEMANTIC_SEARCH,
"reranking_enable": False,
"reranking_model": {"reranking_provider_name": "", "reranking_model_name": ""},
@@ -56,11 +99,11 @@ class RetrievalService:
query: str,
top_k: int = 4,
score_threshold: float | None = 0.0,
reranking_model: dict | None = None,
reranking_model: RerankingModelDict | None = None,
reranking_mode: str = "reranking_model",
weights: dict | None = None,
weights: WeightsDict | None = None,
document_ids_filter: list[str] | None = None,
attachment_ids: list | None = None,
attachment_ids: list[str] | None = None,
):
if not query and not attachment_ids:
return []
@@ -207,8 +250,8 @@ class RetrievalService:
dataset_id: str,
query: str,
top_k: int,
all_documents: list,
exceptions: list,
all_documents: list[Document],
exceptions: list[str],
document_ids_filter: list[str] | None = None,
):
with flask_app.app_context():
@@ -235,10 +278,10 @@ class RetrievalService:
query: str,
top_k: int,
score_threshold: float | None,
reranking_model: dict | None,
all_documents: list,
reranking_model: RerankingModelDict | None,
all_documents: list[Document],
retrieval_method: RetrievalMethod,
exceptions: list,
exceptions: list[str],
document_ids_filter: list[str] | None = None,
query_type: QueryType = QueryType.TEXT_QUERY,
):
@@ -277,8 +320,8 @@ class RetrievalService:
if documents:
if (
reranking_model
and reranking_model.get("reranking_model_name")
and reranking_model.get("reranking_provider_name")
and reranking_model["reranking_model_name"]
and reranking_model["reranking_provider_name"]
and retrieval_method == RetrievalMethod.SEMANTIC_SEARCH
):
data_post_processor = DataPostProcessor(
@@ -288,8 +331,8 @@ class RetrievalService:
model_manager = ModelManager()
is_support_vision = model_manager.check_model_support_vision(
tenant_id=dataset.tenant_id,
provider=reranking_model.get("reranking_provider_name") or "",
model=reranking_model.get("reranking_model_name") or "",
provider=reranking_model["reranking_provider_name"],
model=reranking_model["reranking_model_name"],
model_type=ModelType.RERANK,
)
if is_support_vision:
@@ -329,10 +372,10 @@ class RetrievalService:
query: str,
top_k: int,
score_threshold: float | None,
reranking_model: dict | None,
all_documents: list,
reranking_model: RerankingModelDict | None,
all_documents: list[Document],
retrieval_method: str,
exceptions: list,
exceptions: list[str],
document_ids_filter: list[str] | None = None,
):
with flask_app.app_context():
@@ -349,8 +392,8 @@ class RetrievalService:
if documents:
if (
reranking_model
and reranking_model.get("reranking_model_name")
and reranking_model.get("reranking_provider_name")
and reranking_model["reranking_model_name"]
and reranking_model["reranking_provider_name"]
and retrieval_method == RetrievalMethod.FULL_TEXT_SEARCH
):
data_post_processor = DataPostProcessor(
@@ -459,7 +502,7 @@ class RetrievalService:
segment_ids: list[str] = []
index_node_segments: list[DocumentSegment] = []
segments: list[DocumentSegment] = []
attachment_map: dict[str, list[dict[str, Any]]] = {}
attachment_map: dict[str, list[AttachmentInfoDict]] = {}
child_chunk_map: dict[str, list[ChildChunk]] = {}
doc_segment_map: dict[str, list[str]] = {}
segment_summary_map: dict[str, str] = {} # Map segment_id to summary content
@@ -544,12 +587,12 @@ class RetrievalService:
segment_summary_map[summary.chunk_id] = summary.summary_content
include_segment_ids = set()
segment_child_map: dict[str, dict[str, Any]] = {}
records: list[dict[str, Any]] = []
segment_child_map: dict[str, SegmentChildMapDetail] = {}
records: list[SegmentRecord] = []
for segment in segments:
child_chunks: list[ChildChunk] = child_chunk_map.get(segment.id, [])
attachment_infos: list[dict[str, Any]] = attachment_map.get(segment.id, [])
attachment_infos: list[AttachmentInfoDict] = attachment_map.get(segment.id, [])
ds_dataset_document: DatasetDocument | None = valid_dataset_documents.get(segment.document_id)
if ds_dataset_document and ds_dataset_document.doc_form == IndexStructureType.PARENT_CHILD_INDEX:
@@ -560,14 +603,14 @@ class RetrievalService:
max_score = summary_score_map.get(segment.id, 0.0)
if child_chunks or attachment_infos:
child_chunk_details = []
child_chunk_details: list[ChildChunkDetail] = []
for child_chunk in child_chunks:
child_document: Document | None = doc_to_document_map.get(child_chunk.index_node_id)
if child_document:
child_score = child_document.metadata.get("score", 0.0)
else:
child_score = 0.0
child_chunk_detail = {
child_chunk_detail: ChildChunkDetail = {
"id": child_chunk.id,
"content": child_chunk.content,
"position": child_chunk.position,
@@ -580,7 +623,7 @@ class RetrievalService:
if file_document:
max_score = max(max_score, file_document.metadata.get("score", 0.0))
map_detail = {
map_detail: SegmentChildMapDetail = {
"max_score": max_score,
"child_chunks": child_chunk_details,
}
@@ -593,7 +636,7 @@ class RetrievalService:
"max_score": summary_score,
"child_chunks": [],
}
record: dict[str, Any] = {
record: SegmentRecord = {
"segment": segment,
}
records.append(record)
@@ -617,19 +660,19 @@ class RetrievalService:
if file_doc:
max_score = max(max_score, file_doc.metadata.get("score", 0.0))
record = {
another_record: SegmentRecord = {
"segment": segment,
"score": max_score,
}
records.append(record)
records.append(another_record)
# Add child chunks information to records
for record in records:
if record["segment"].id in segment_child_map:
record["child_chunks"] = segment_child_map[record["segment"].id].get("child_chunks") # type: ignore
record["score"] = segment_child_map[record["segment"].id]["max_score"] # type: ignore
record["child_chunks"] = segment_child_map[record["segment"].id]["child_chunks"]
record["score"] = segment_child_map[record["segment"].id]["max_score"]
if record["segment"].id in attachment_map:
record["files"] = attachment_map[record["segment"].id] # type: ignore[assignment]
record["files"] = attachment_map[record["segment"].id]
result: list[RetrievalSegments] = []
for record in records:
@@ -693,9 +736,9 @@ class RetrievalService:
query: str | None = None,
top_k: int = 4,
score_threshold: float | None = 0.0,
reranking_model: dict | None = None,
reranking_model: RerankingModelDict | None = None,
reranking_mode: str = "reranking_model",
weights: dict | None = None,
weights: WeightsDict | None = None,
document_ids_filter: list[str] | None = None,
attachment_id: str | None = None,
):
@@ -807,7 +850,7 @@ class RetrievalService:
@classmethod
def get_segment_attachment_info(
cls, dataset_id: str, tenant_id: str, attachment_id: str, session: Session
) -> dict[str, Any] | None:
) -> SegmentAttachmentResult | None:
upload_file = session.query(UploadFile).where(UploadFile.id == attachment_id).first()
if upload_file:
attachment_binding = (
@@ -816,7 +859,7 @@ class RetrievalService:
.first()
)
if attachment_binding:
attachment_info = {
attachment_info: AttachmentInfoDict = {
"id": upload_file.id,
"name": upload_file.name,
"extension": "." + upload_file.extension,
@@ -828,8 +871,10 @@ class RetrievalService:
return None
@classmethod
def get_segment_attachment_infos(cls, attachment_ids: list[str], session: Session) -> list[dict[str, Any]]:
attachment_infos = []
def get_segment_attachment_infos(
cls, attachment_ids: list[str], session: Session
) -> list[SegmentAttachmentInfoResult]:
attachment_infos: list[SegmentAttachmentInfoResult] = []
upload_files = session.query(UploadFile).where(UploadFile.id.in_(attachment_ids)).all()
if upload_files:
upload_file_ids = [upload_file.id for upload_file in upload_files]
@@ -843,7 +888,7 @@ class RetrievalService:
if attachment_bindings:
for upload_file in upload_files:
attachment_binding = attachment_binding_map.get(upload_file.id)
attachment_info = {
info: AttachmentInfoDict = {
"id": upload_file.id,
"name": upload_file.name,
"extension": "." + upload_file.extension,
@@ -855,7 +900,7 @@ class RetrievalService:
attachment_infos.append(
{
"attachment_id": attachment_binding.attachment_id,
"attachment_info": attachment_info,
"attachment_info": info,
"segment_id": attachment_binding.segment_id,
}
)

0
web/app/components/header/account-setting/members-page/edit-workspace-modal/index.module.css → api/core/rag/datasource/vdb/hologres/__init__.py
View File

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