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2906 changed files with 30610 additions and 176007 deletions

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@@ -1,15 +1,14 @@
#!/bin/bash
npm add -g pnpm@10.13.1
npm add -g pnpm@10.11.1
cd web && pnpm install
pipx install uv
echo 'alias start-api="cd /workspaces/dify/api && uv run python -m flask run --host 0.0.0.0 --port=5001 --debug"' >> ~/.bashrc
echo 'alias start-worker="cd /workspaces/dify/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage"' >> ~/.bashrc
echo 'alias start-worker="cd /workspaces/dify/api && uv run python -m celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion"' >> ~/.bashrc
echo 'alias start-web="cd /workspaces/dify/web && pnpm dev"' >> ~/.bashrc
echo 'alias start-web-prod="cd /workspaces/dify/web && pnpm build && pnpm start"' >> ~/.bashrc
echo 'alias start-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d"' >> ~/.bashrc
echo 'alias stop-containers="cd /workspaces/dify/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env down"' >> ~/.bashrc
source /home/vscode/.bashrc

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@@ -8,15 +8,13 @@ body:
label: Self Checks
description: "To make sure we get to you in time, please check the following :)"
options:
- label: I have read the [Contributing Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) and [Language Policy](https://github.com/langgenius/dify/issues/1542).
required: true
- label: This is only for bug report, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
required: true
- label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
required: true
- label: I confirm that I am using English to submit this report, otherwise it will be closed.
- label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
required: true
- label: 【中文用户 & Non English User】请使用英提交,否则会被关闭
- label: "[FOR CHINESE USERS] 请务必使用英提交 Issue,否则会被关闭。谢谢!:)"
required: true
- label: "Please do not modify this template :) and fill in all the required fields."
required: true
@@ -44,22 +42,20 @@ body:
attributes:
label: Steps to reproduce
description: We highly suggest including screenshots and a bug report log. Please use the right markdown syntax for code blocks.
placeholder: Having detailed steps helps us reproduce the bug. If you have logs, please use fenced code blocks (triple backticks ```) to format them.
placeholder: Having detailed steps helps us reproduce the bug.
validations:
required: true
- type: textarea
attributes:
label: ✔️ Expected Behavior
description: Describe what you expected to happen.
placeholder: What were you expecting? Please do not copy and paste the steps to reproduce here.
placeholder: What were you expecting?
validations:
required: true
required: false
- type: textarea
attributes:
label: ❌ Actual Behavior
description: Describe what actually happened.
placeholder: What happened instead? Please do not copy and paste the steps to reproduce here.
placeholder: What happened instead?
validations:
required: false

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@@ -1,11 +1,5 @@
blank_issues_enabled: false
contact_links:
- name: "\U0001F4A1 Model Providers & Plugins"
url: "https://github.com/langgenius/dify-official-plugins/issues/new/choose"
about: Report issues with official plugins or model providers, you will need to provide the plugin version and other relevant details.
- name: "\U0001F4AC Documentation Issues"
url: "https://github.com/langgenius/dify-docs/issues/new"
about: Report issues with the documentation, such as typos, outdated information, or missing content. Please provide the specific section and details of the issue.
- name: "\U0001F4E7 Discussions"
url: https://github.com/langgenius/dify/discussions/categories/general
about: General discussions and seek help from the community
about: General discussions and request help from the community

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@@ -0,0 +1,24 @@
name: "📚 Documentation Issue"
description: Report issues in our documentation
labels:
- documentation
body:
- type: checkboxes
attributes:
label: Self Checks
description: "To make sure we get to you in time, please check the following :)"
options:
- label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
required: true
- label: I confirm that I am using English to submit report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
required: true
- label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue否则会被关闭。谢谢:)"
required: true
- label: "Please do not modify this template :) and fill in all the required fields."
required: true
- type: textarea
attributes:
label: Provide a description of requested docs changes
placeholder: Briefly describe which document needs to be corrected and why.
validations:
required: true

View File

@@ -8,11 +8,11 @@ body:
label: Self Checks
description: "To make sure we get to you in time, please check the following :)"
options:
- label: I have read the [Contributing Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) and [Language Policy](https://github.com/langgenius/dify/issues/1542).
required: true
- label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
required: true
- label: I confirm that I am using English to submit this report, otherwise it will be closed.
- label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
required: true
- label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue否则会被关闭。谢谢:)"
required: true
- label: "Please do not modify this template :) and fill in all the required fields."
required: true

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@@ -1,44 +0,0 @@
name: "✨ Refactor"
description: Refactor existing code for improved readability and maintainability.
title: "[Chore/Refactor] "
labels:
- refactor
body:
- type: checkboxes
attributes:
label: Self Checks
description: "To make sure we get to you in time, please check the following :)"
options:
- label: I have read the [Contributing Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) and [Language Policy](https://github.com/langgenius/dify/issues/1542).
required: true
- label: This is only for refactoring, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general).
required: true
- label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
required: true
- label: I confirm that I am using English to submit this report, otherwise it will be closed.
required: true
- label: 【中文用户 & Non English User】请使用英语提交否则会被关闭
required: true
- label: "Please do not modify this template :) and fill in all the required fields."
required: true
- type: textarea
id: description
attributes:
label: Description
placeholder: "Describe the refactor you are proposing."
validations:
required: true
- type: textarea
id: motivation
attributes:
label: Motivation
placeholder: "Explain why this refactor is necessary."
validations:
required: false
- type: textarea
id: additional-context
attributes:
label: Additional Context
placeholder: "Add any other context or screenshots about the request here."
validations:
required: false

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@@ -0,0 +1,55 @@
name: "🌐 Localization/Translation issue"
description: Report incorrect translations. [please use English :)]
labels:
- translation
body:
- type: checkboxes
attributes:
label: Self Checks
description: "To make sure we get to you in time, please check the following :)"
options:
- label: I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones.
required: true
- label: I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)).
required: true
- label: "[FOR CHINESE USERS] 请务必使用英文提交 Issue否则会被关闭。谢谢:)"
required: true
- label: "Please do not modify this template :) and fill in all the required fields."
required: true
- type: input
attributes:
label: Dify version
description: Hover over system tray icon or look at Settings
validations:
required: true
- type: input
attributes:
label: Utility with translation issue
placeholder: Some area
description: Please input here the utility with the translation issue
validations:
required: true
- type: input
attributes:
label: 🌐 Language affected
placeholder: "German"
validations:
required: true
- type: textarea
attributes:
label: ❌ Actual phrase(s)
placeholder: What is there? Please include a screenshot as that is extremely helpful.
validations:
required: true
- type: textarea
attributes:
label: ✔️ Expected phrase(s)
placeholder: What was expected?
validations:
required: true
- type: textarea
attributes:
label: Why is the current translation wrong
placeholder: Why do you feel this is incorrect?
validations:
required: true

View File

@@ -8,7 +8,7 @@ inputs:
uv-version:
description: UV version to set up
required: true
default: '0.8.9'
default: '~=0.7.11'
uv-lockfile:
description: Path to the UV lockfile to restore cache from
required: true
@@ -26,7 +26,7 @@ runs:
python-version: ${{ inputs.python-version }}
- name: Install uv
uses: astral-sh/setup-uv@v6
uses: astral-sh/setup-uv@v5
with:
version: ${{ inputs.uv-version }}
python-version: ${{ inputs.python-version }}

View File

@@ -47,17 +47,15 @@ jobs:
- name: Run Unit tests
run: |
uv run --project api bash dev/pytest/pytest_unit_tests.sh
- 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
uv run --project api coverage report --format=markdown >> $GITHUB_STEP_SUMMARY
echo "\`\`\`" >> $GITHUB_STEP_SUMMARY
uv run --project api coverage report >> $GITHUB_STEP_SUMMARY
echo "\`\`\`" >> $GITHUB_STEP_SUMMARY
- name: Run dify config tests
run: uv run --project api dev/pytest/pytest_config_tests.py
@@ -99,6 +97,3 @@ jobs:
- name: Run Tool
run: uv run --project api bash dev/pytest/pytest_tools.sh
- name: Run TestContainers
run: uv run --project api bash dev/pytest/pytest_testcontainers.sh

View File

@@ -1,28 +0,0 @@
name: autofix.ci
on:
workflow_call:
pull_request:
push:
branches: [ "main" ]
permissions:
contents: read
jobs:
autofix:
if: github.repository == 'langgenius/dify'
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
# Use uv to ensure we have the same ruff version in CI and locally.
- uses: astral-sh/setup-uv@7edac99f961f18b581bbd960d59d049f04c0002f
- run: |
cd api
uv sync --dev
# Fix lint errors
uv run ruff check --fix-only .
# Format code
uv run ruff format .
- uses: autofix-ci/action@635ffb0c9798bd160680f18fd73371e355b85f27

View File

@@ -6,9 +6,7 @@ on:
- "main"
- "deploy/dev"
- "deploy/enterprise"
- "build/**"
- "release/e-*"
- "deploy/rag-dev"
tags:
- "*"

View File

@@ -4,7 +4,7 @@ on:
workflow_run:
workflows: ["Build and Push API & Web"]
branches:
- "deploy/rag-dev"
- "deploy/dev"
types:
- completed
@@ -12,13 +12,12 @@ jobs:
deploy:
runs-on: ubuntu-latest
if: |
github.event.workflow_run.conclusion == 'success' &&
github.event.workflow_run.head_branch == 'deploy/rag-dev'
github.event.workflow_run.conclusion == 'success'
steps:
- name: Deploy to server
uses: appleboy/ssh-action@v0.1.8
with:
host: ${{ secrets.RAG_SSH_HOST }}
host: ${{ secrets.SSH_HOST }}
username: ${{ secrets.SSH_USER }}
key: ${{ secrets.SSH_PRIVATE_KEY }}
script: |

View File

@@ -28,7 +28,7 @@ jobs:
- name: Check changed files
id: changed-files
uses: tj-actions/changed-files@v46
uses: tj-actions/changed-files@v45
with:
files: |
api/**
@@ -49,8 +49,8 @@ jobs:
if: steps.changed-files.outputs.any_changed == 'true'
run: |
uv run --directory api ruff --version
uv run --directory api ruff check ./
uv run --directory api ruff format --check ./
uv run --directory api ruff check --diff ./
uv run --directory api ruff format --check --diff ./
- name: Dotenv check
if: steps.changed-files.outputs.any_changed == 'true'
@@ -75,14 +75,14 @@ jobs:
- name: Check changed files
id: changed-files
uses: tj-actions/changed-files@v46
uses: tj-actions/changed-files@v45
with:
files: web/**
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
package_json_file: web/package.json
version: 10
run_install: false
- name: Setup NodeJS
@@ -95,12 +95,10 @@ jobs:
- name: Web dependencies
if: steps.changed-files.outputs.any_changed == 'true'
working-directory: ./web
run: pnpm install --frozen-lockfile
- name: Web style check
if: steps.changed-files.outputs.any_changed == 'true'
working-directory: ./web
run: pnpm run lint
docker-compose-template:
@@ -115,7 +113,7 @@ jobs:
- name: Check changed files
id: changed-files
uses: tj-actions/changed-files@v46
uses: tj-actions/changed-files@v45
with:
files: |
docker/generate_docker_compose
@@ -146,7 +144,7 @@ jobs:
- name: Check changed files
id: changed-files
uses: tj-actions/changed-files@v46
uses: tj-actions/changed-files@v45
with:
files: |
**.sh
@@ -154,15 +152,13 @@ jobs:
**.yml
**Dockerfile
dev/**
.editorconfig
- name: Super-linter
uses: super-linter/super-linter/slim@v8
uses: super-linter/super-linter/slim@v7
if: steps.changed-files.outputs.any_changed == 'true'
env:
BASH_SEVERITY: warning
DEFAULT_BRANCH: origin/main
EDITORCONFIG_FILE_NAME: editorconfig-checker.json
DEFAULT_BRANCH: main
FILTER_REGEX_INCLUDE: pnpm-lock.yaml
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
IGNORE_GENERATED_FILES: true
@@ -172,6 +168,16 @@ jobs:
# FIXME: temporarily disabled until api-docker.yaml's run script is fixed for shellcheck
# VALIDATE_GITHUB_ACTIONS: true
VALIDATE_DOCKERFILE_HADOLINT: true
VALIDATE_EDITORCONFIG: true
VALIDATE_XML: true
VALIDATE_YAML: true
- name: EditorConfig checks
uses: super-linter/super-linter/slim@v7
env:
DEFAULT_BRANCH: main
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
IGNORE_GENERATED_FILES: true
IGNORE_GITIGNORED_FILES: true
# EditorConfig validation
VALIDATE_EDITORCONFIG: true
EDITORCONFIG_FILE_NAME: editorconfig-checker.json

View File

@@ -1,18 +1,13 @@
name: Check i18n Files and Create PR
on:
push:
pull_request:
types: [closed]
branches: [main]
paths:
- 'web/i18n/en-US/*.ts'
permissions:
contents: write
pull-requests: write
jobs:
check-and-update:
if: github.repository == 'langgenius/dify'
if: github.event.pull_request.merged == true
runs-on: ubuntu-latest
defaults:
run:
@@ -20,8 +15,8 @@ jobs:
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 2
token: ${{ secrets.GITHUB_TOKEN }}
fetch-depth: 2 # last 2 commits
persist-credentials: false
- name: Check for file changes in i18n/en-US
id: check_files
@@ -32,13 +27,6 @@ jobs:
echo "Changed files: $changed_files"
if [ -n "$changed_files" ]; then
echo "FILES_CHANGED=true" >> $GITHUB_ENV
file_args=""
for file in $changed_files; do
filename=$(basename "$file" .ts)
file_args="$file_args --file=$filename"
done
echo "FILE_ARGS=$file_args" >> $GITHUB_ENV
echo "File arguments: $file_args"
else
echo "FILES_CHANGED=false" >> $GITHUB_ENV
fi
@@ -46,7 +34,7 @@ jobs:
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
package_json_file: web/package.json
version: 10
run_install: false
- name: Set up Node.js
@@ -59,19 +47,16 @@ jobs:
- name: Install dependencies
if: env.FILES_CHANGED == 'true'
working-directory: ./web
run: pnpm install --frozen-lockfile
- name: Generate i18n translations
- name: Run npm script
if: env.FILES_CHANGED == 'true'
working-directory: ./web
run: pnpm run auto-gen-i18n ${{ env.FILE_ARGS }}
run: pnpm run auto-gen-i18n
- name: Create Pull Request
if: env.FILES_CHANGED == 'true'
uses: peter-evans/create-pull-request@v6
with:
token: ${{ secrets.GITHUB_TOKEN }}
commit-message: Update i18n files based on en-US changes
title: 'chore: translate i18n files'
body: This PR was automatically created to update i18n files based on changes in en-US locale.

View File

@@ -27,7 +27,7 @@ jobs:
- name: Check changed files
id: changed-files
uses: tj-actions/changed-files@v46
uses: tj-actions/changed-files@v45
with:
files: web/**
@@ -35,7 +35,7 @@ jobs:
if: steps.changed-files.outputs.any_changed == 'true'
uses: pnpm/action-setup@v4
with:
package_json_file: web/package.json
version: 10
run_install: false
- name: Setup Node.js
@@ -48,10 +48,8 @@ jobs:
- name: Install dependencies
if: steps.changed-files.outputs.any_changed == 'true'
working-directory: ./web
run: pnpm install --frozen-lockfile
- name: Run tests
if: steps.changed-files.outputs.any_changed == 'true'
working-directory: ./web
run: pnpm test

2
.gitignore vendored
View File

@@ -214,5 +214,3 @@ mise.toml
# AI Assistant
.roo/
api/.env.backup
/clickzetta

View File

@@ -1,83 +0,0 @@
# CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
## Project Overview
Dify is an open-source platform for developing LLM applications with an intuitive interface combining agentic AI workflows, RAG pipelines, agent capabilities, and model management.
The codebase consists of:
- **Backend API** (`/api`): Python Flask application with Domain-Driven Design architecture
- **Frontend Web** (`/web`): Next.js 15 application with TypeScript and React 19
- **Docker deployment** (`/docker`): Containerized deployment configurations
## Development Commands
### Backend (API)
All Python commands must be prefixed with `uv run --project api`:
```bash
# Start development servers
./dev/start-api # Start API server
./dev/start-worker # Start Celery worker
# Run tests
uv run --project api pytest # Run all tests
uv run --project api pytest tests/unit_tests/ # Unit tests only
uv run --project api pytest tests/integration_tests/ # Integration tests
# Code quality
./dev/reformat # Run all formatters and linters
uv run --project api ruff check --fix ./ # Fix linting issues
uv run --project api ruff format ./ # Format code
uv run --project api mypy . # Type checking
```
### Frontend (Web)
```bash
cd web
pnpm lint # Run ESLint
pnpm eslint-fix # Fix ESLint issues
pnpm test # Run Jest tests
```
## Testing Guidelines
### Backend Testing
- Use `pytest` for all backend tests
- Write tests first (TDD approach)
- Test structure: Arrange-Act-Assert
## Code Style Requirements
### Python
- Use type hints for all functions and class attributes
- No `Any` types unless absolutely necessary
- Implement special methods (`__repr__`, `__str__`) appropriately
### TypeScript/JavaScript
- Strict TypeScript configuration
- ESLint with Prettier integration
- Avoid `any` type
## Important Notes
- **Environment Variables**: Always use UV for Python commands: `uv run --project api <command>`
- **Comments**: Only write meaningful comments that explain "why", not "what"
- **File Creation**: Always prefer editing existing files over creating new ones
- **Documentation**: Don't create documentation files unless explicitly requested
- **Code Quality**: Always run `./dev/reformat` before committing backend changes
## Common Development Tasks
### Adding a New API Endpoint
1. Create controller in `/api/controllers/`
2. Add service logic in `/api/services/`
3. Update routes in controller's `__init__.py`
4. Write tests in `/api/tests/`
## Project-Specific Conventions
- All async tasks use Celery with Redis as broker

View File

@@ -54,7 +54,7 @@
<a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
</p>
Dify is an open-source platform for developing LLM applications. Its intuitive interface combines agentic AI workflows, RAG pipelines, agent capabilities, model management, observability features, and moreallowing you to quickly move from prototype to production.
Dify is an open-source LLM app development platform. Its intuitive interface combines agentic AI workflow, RAG pipeline, agent capabilities, model management, observability features, and more, allowing you to quickly move from prototype to production.
## Quick start
@@ -65,7 +65,7 @@ Dify is an open-source platform for developing LLM applications. Its intuitive i
</br>
The easiest way to start the Dify server is through [Docker Compose](docker/docker-compose.yaml). Before running Dify with the following commands, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
The easiest way to start the Dify server is through [docker compose](docker/docker-compose.yaml). Before running Dify with the following commands, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
```bash
cd dify
@@ -205,7 +205,6 @@ If you'd like to configure a highly-available setup, there are community-contrib
- [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Using Terraform for Deployment
@@ -225,8 +224,7 @@ Deploy Dify to AWS with [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Using Alibaba Cloud Computing Nest
@@ -236,17 +234,13 @@ Quickly deploy Dify to Alibaba cloud with [Alibaba Cloud Computing Nest](https:/
One-Click deploy Dify to Alibaba Cloud with [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### Deploy to AKS with Azure Devops Pipeline
One-Click deploy Dify to AKS with [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
## Contributing
For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
> We are looking for contributors to help translate Dify into languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
> We are looking for contributors to help translate Dify into languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
## Community & contact
@@ -267,8 +261,8 @@ At the same time, please consider supporting Dify by sharing it on social media
## Security disclosure
To protect your privacy, please avoid posting security issues on GitHub. Instead, report issues to security@dify.ai, and our team will respond with detailed answer.
To protect your privacy, please avoid posting security issues on GitHub. Instead, send your questions to security@dify.ai and we will provide you with a more detailed answer.
## License
This repository is licensed under the [Dify Open Source License](LICENSE), based on Apache 2.0 with additional conditions.
This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions.

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@@ -188,7 +188,6 @@ docker compose up -d
- [رسم بياني Helm من قبل @magicsong](https://github.com/magicsong/ai-charts)
- [ملف YAML من قبل @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [ملف YAML من قبل @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 جديد! ملفات YAML (تدعم Dify v1.6.0) بواسطة @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### استخدام Terraform للتوزيع
@@ -208,8 +207,7 @@ docker compose up -d
##### AWS
- [AWS CDK بواسطة @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK بواسطة @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK بواسطة @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### استخدام Alibaba Cloud للنشر
[بسرعة نشر Dify إلى سحابة علي بابا مع عش الحوسبة السحابية علي بابا](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Dify%E7%A4%BE%E5%8C%BA%E7%89%88)
@@ -218,17 +216,13 @@ docker compose up -d
انشر Dify على علي بابا كلاود بنقرة واحدة باستخدام [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### استخدام Azure Devops Pipeline للنشر على AKS
انشر Dify على AKS بنقرة واحدة باستخدام [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
## المساهمة
لأولئك الذين يرغبون في المساهمة، انظر إلى [دليل المساهمة](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) لدينا.
في الوقت نفسه، يرجى النظر في دعم Dify عن طريق مشاركته على وسائل التواصل الاجتماعي وفي الفعاليات والمؤتمرات.
> نحن نبحث عن مساهمين لمساعدة في ترجمة Dify إلى لغات أخرى غير اللغة الصينية المندرين أو الإنجليزية. إذا كنت مهتمًا بالمساعدة، يرجى الاطلاع على [README للترجمة](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) لمزيد من المعلومات، واترك لنا تعليقًا في قناة `global-users` على [خادم المجتمع على Discord](https://discord.gg/8Tpq4AcN9c).
> نحن نبحث عن مساهمين لمساعدة في ترجمة Dify إلى لغات أخرى غير اللغة الصينية المندرين أو الإنجليزية. إذا كنت مهتمًا بالمساعدة، يرجى الاطلاع على [README للترجمة](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) لمزيد من المعلومات، واترك لنا تعليقًا في قناة `global-users` على [خادم المجتمع على Discord](https://discord.gg/8Tpq4AcN9c).
**المساهمون**

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@@ -204,8 +204,6 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
- [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 নতুন! YAML ফাইলসমূহ (Dify v1.6.0 সমর্থিত) তৈরি করেছেন @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### টেরাফর্ম ব্যবহার করে ডিপ্লয়
@@ -225,8 +223,7 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
##### AWS
- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud ব্যবহার করে ডিপ্লয়
@@ -236,17 +233,13 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### AKS-এ ডিপ্লয় করার জন্য Azure Devops Pipeline ব্যবহার
[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) ব্যবহার করে Dify কে AKS-এ এক ক্লিকে ডিপ্লয় করুন
## Contributing
যারা কোড অবদান রাখতে চান, তাদের জন্য আমাদের [অবদান নির্দেশিকা] দেখুন (https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)।
একই সাথে, সোশ্যাল মিডিয়া এবং ইভেন্ট এবং কনফারেন্সে এটি শেয়ার করে Dify কে সমর্থন করুন।
> আমরা ম্যান্ডারিন বা ইংরেজি ছাড়া অন্য ভাষায় Dify অনুবাদ করতে সাহায্য করার জন্য অবদানকারীদের খুঁজছি। আপনি যদি সাহায্য করতে আগ্রহী হন, তাহলে আরও তথ্যের জন্য [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) দেখুন এবং আমাদের [ডিসকর্ড কমিউনিটি সার্ভার](https://discord.gg/8Tpq4AcN9c) এর `গ্লোবাল-ইউজারস` চ্যানেলে আমাদের একটি মন্তব্য করুন।
> আমরা ম্যান্ডারিন বা ইংরেজি ছাড়া অন্য ভাষায় Dify অনুবাদ করতে সাহায্য করার জন্য অবদানকারীদের খুঁজছি। আপনি যদি সাহায্য করতে আগ্রহী হন, তাহলে আরও তথ্যের জন্য [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) দেখুন এবং আমাদের [ডিসকর্ড কমিউনিটি সার্ভার](https://discord.gg/8Tpq4AcN9c) এর `গ্লোবাল-ইউজারস` চ্যানেলে আমাদের একটি মন্তব্য করুন।
## কমিউনিটি এবং যোগাযোগ

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@@ -194,9 +194,9 @@ docker compose up -d
如果您需要自定义配置,请参考 [.env.example](docker/.env.example) 文件中的注释,并更新 `.env` 文件中对应的值。此外,您可能需要根据您的具体部署环境和需求对 `docker-compose.yaml` 文件本身进行调整,例如更改镜像版本、端口映射或卷挂载。完成任何更改后,请重新运行 `docker-compose up -d`。您可以在[此处](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用环境变量的完整列表。
#### 使用 Helm Chart 或 Kubernetes 资源清单YAML部署
#### 使用 Helm Chart 部署
使用 [Helm Chart](https://helm.sh/) 版本或者 Kubernetes 资源清单(YAML,可以在 Kubernetes 上部署 Dify。
使用 [Helm Chart](https://helm.sh/) 版本或者 YAML 文件,可以在 Kubernetes 上部署 Dify。
- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
@@ -204,10 +204,6 @@ docker compose up -d
- [YAML 文件 by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML 文件 (支持 Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### 使用 Terraform 部署
使用 [terraform](https://www.terraform.io/) 一键将 Dify 部署到云平台
@@ -223,8 +219,7 @@ docker compose up -d
使用 [CDK](https://aws.amazon.com/cdk/) 将 Dify 部署到 AWS
##### AWS
- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### 使用 阿里云计算巢 部署
@@ -234,9 +229,6 @@ docker compose up -d
使用 [阿里云数据管理DMS](https://help.aliyun.com/zh/dms/dify-in-invitational-preview) 将 Dify 一键部署到 阿里云
#### 使用 Azure Devops Pipeline 部署到AKS
使用[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) 将 Dify 一键部署到 AKS
## Star History
@@ -248,7 +240,7 @@ docker compose up -d
对于那些想要贡献代码的人,请参阅我们的[贡献指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。
同时,请考虑通过社交媒体、活动和会议来支持 Dify 的分享。
> 我们正在寻找贡献者来帮助将 Dify 翻译成除了中文和英文之外的其他语言。如果您有兴趣帮助,请参阅我们的[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)获取更多信息,并在我们的[Discord 社区服务器](https://discord.gg/8Tpq4AcN9c)的`global-users`频道中留言。
> 我们正在寻找贡献者来帮助将 Dify 翻译成除了中文和英文之外的其他语言。如果您有兴趣帮助,请参阅我们的[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)获取更多信息,并在我们的[Discord 社区服务器](https://discord.gg/8Tpq4AcN9c)的`global-users`频道中留言。
**Contributors**

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@@ -203,7 +203,6 @@ Falls Sie eine hochverfügbare Konfiguration einrichten möchten, gibt es von de
- [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Terraform für die Bereitstellung verwenden
@@ -220,8 +219,7 @@ Stellen Sie Dify mit nur einem Klick mithilfe von [terraform](https://www.terraf
Bereitstellung von Dify auf AWS mit [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -231,17 +229,13 @@ Bereitstellung von Dify auf AWS mit [CDK](https://aws.amazon.com/cdk/)
Ein-Klick-Bereitstellung von Dify in der Alibaba Cloud mit [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### Verwendung von Azure Devops Pipeline für AKS-Bereitstellung
Stellen Sie Dify mit einem Klick in AKS bereit, indem Sie [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) verwenden
## Contributing
Falls Sie Code beitragen möchten, lesen Sie bitte unseren [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md). Gleichzeitig bitten wir Sie, Dify zu unterstützen, indem Sie es in den sozialen Medien teilen und auf Veranstaltungen und Konferenzen präsentieren.
> Wir suchen Mitwirkende, die dabei helfen, Dify in weitere Sprachen zu übersetzen außer Mandarin oder Englisch. Wenn Sie Interesse an einer Mitarbeit haben, lesen Sie bitte die [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) für weitere Informationen und hinterlassen Sie einen Kommentar im `global-users`-Kanal unseres [Discord Community Servers](https://discord.gg/8Tpq4AcN9c).
> Wir suchen Mitwirkende, die dabei helfen, Dify in weitere Sprachen zu übersetzen außer Mandarin oder Englisch. Wenn Sie Interesse an einer Mitarbeit haben, lesen Sie bitte die [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) für weitere Informationen und hinterlassen Sie einen Kommentar im `global-users`-Kanal unseres [Discord Community Servers](https://discord.gg/8Tpq4AcN9c).
## Gemeinschaft & Kontakt

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@@ -203,7 +203,6 @@ Si desea configurar una configuración de alta disponibilidad, la comunidad prop
- [Gráfico Helm por @magicsong](https://github.com/magicsong/ai-charts)
- [Ficheros YAML por @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [Ficheros YAML por @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 ¡NUEVO! Archivos YAML (compatible con Dify v1.6.0) por @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Uso de Terraform para el despliegue
@@ -220,8 +219,7 @@ Despliega Dify en una plataforma en la nube con un solo clic utilizando [terrafo
Despliegue Dify en AWS usando [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK por @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK por @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK por @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -231,10 +229,6 @@ Despliegue Dify en AWS usando [CDK](https://aws.amazon.com/cdk/)
Despliega Dify en Alibaba Cloud con un solo clic con [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### Uso de Azure Devops Pipeline para implementar en AKS
Implementa Dify en AKS con un clic usando [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
## Contribuir
@@ -242,7 +236,7 @@ Para aquellos que deseen contribuir con código, consulten nuestra [Guía de con
Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en eventos y conferencias.
> Estamos buscando colaboradores para ayudar con la traducción de Dify a idiomas que no sean el mandarín o el inglés. Si estás interesado en ayudar, consulta el [README de i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para obtener más información y déjanos un comentario en el canal `global-users` de nuestro [Servidor de Comunidad en Discord](https://discord.gg/8Tpq4AcN9c).
> Estamos buscando colaboradores para ayudar con la traducción de Dify a idiomas que no sean el mandarín o el inglés. Si estás interesado en ayudar, consulta el [README de i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) para obtener más información y déjanos un comentario en el canal `global-users` de nuestro [Servidor de Comunidad en Discord](https://discord.gg/8Tpq4AcN9c).
**Contribuidores**

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@@ -201,7 +201,6 @@ Si vous souhaitez configurer une configuration haute disponibilité, la communau
- [Helm Chart par @magicsong](https://github.com/magicsong/ai-charts)
- [Fichier YAML par @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [Fichier YAML par @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NOUVEAU ! Fichiers YAML (compatible avec Dify v1.6.0) par @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Utilisation de Terraform pour le déploiement
@@ -218,8 +217,7 @@ Déployez Dify sur une plateforme cloud en un clic en utilisant [terraform](http
Déployez Dify sur AWS en utilisant [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK par @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK par @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK par @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -229,10 +227,6 @@ Déployez Dify sur AWS en utilisant [CDK](https://aws.amazon.com/cdk/)
Déployez Dify en un clic sur Alibaba Cloud avec [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### Utilisation d'Azure Devops Pipeline pour déployer sur AKS
Déployez Dify sur AKS en un clic en utilisant [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
## Contribuer
@@ -240,7 +234,7 @@ Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribut
Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur les réseaux sociaux et lors d'événements et de conférences.
> Nous recherchons des contributeurs pour aider à traduire Dify dans des langues autres que le mandarin ou l'anglais. Si vous êtes intéressé à aider, veuillez consulter le [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) pour plus d'informations, et laissez-nous un commentaire dans le canal `global-users` de notre [Serveur communautaire Discord](https://discord.gg/8Tpq4AcN9c).
> Nous recherchons des contributeurs pour aider à traduire Dify dans des langues autres que le mandarin ou l'anglais. Si vous êtes intéressé à aider, veuillez consulter le [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) pour plus d'informations, et laissez-nous un commentaire dans le canal `global-users` de notre [Serveur communautaire Discord](https://discord.gg/8Tpq4AcN9c).
**Contributeurs**

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@@ -202,7 +202,6 @@ docker compose up -d
- [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 新着YAML ファイルDify v1.6.0 対応by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Terraformを使用したデプロイ
@@ -219,8 +218,7 @@ docker compose up -d
[CDK](https://aws.amazon.com/cdk/) を使用して、DifyをAWSにデプロイします
##### AWS
- [@KevinZhaoによるAWS CDK (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [@tmokmssによるAWS CDK (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [@KevinZhaoによるAWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
[Alibaba Cloud Computing Nest](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Dify%E7%A4%BE%E5%8C%BA%E7%89%88)
@@ -228,10 +226,6 @@ docker compose up -d
#### Alibaba Cloud Data Management
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/) を利用して、DifyをAlibaba Cloudへワンクリックでデプロイできます
#### AKSへのデプロイにAzure Devops Pipelineを使用
[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)を使用してDifyをAKSにワンクリックでデプロイ
## 貢献
@@ -239,7 +233,7 @@ docker compose up -d
同時に、DifyをSNSやイベント、カンファレンスで共有してサポートしていただけると幸いです。
> Difyを英語または中国語以外の言語に翻訳してくれる貢献者を募集しています。興味がある場合は、詳細については[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)を参照してください。また、[Discordコミュニティサーバー](https://discord.gg/8Tpq4AcN9c)の`global-users`チャンネルにコメントを残してください。
> Difyを英語または中国語以外の言語に翻訳してくれる貢献者を募集しています。興味がある場合は、詳細については[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)を参照してください。また、[Discordコミュニティサーバー](https://discord.gg/8Tpq4AcN9c)の`global-users`チャンネルにコメントを残してください。
**貢献者**

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@@ -201,7 +201,6 @@ If you'd like to configure a highly-available setup, there are community-contrib
- [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Terraform atorlugu pilersitsineq
@@ -218,8 +217,7 @@ wa'logh nIqHom neH ghun deployment toy'wI' [terraform](https://www.terraform.io/
wa'logh nIqHom neH ghun deployment toy'wI' [CDK](https://aws.amazon.com/cdk/) lo'laH.
##### AWS
- [AWS CDK qachlot @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK qachlot @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK qachlot @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -229,10 +227,6 @@ wa'logh nIqHom neH ghun deployment toy'wI' [CDK](https://aws.amazon.com/cdk/) lo
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### AKS 'e' Deploy je Azure Devops Pipeline lo'laH
[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) lo'laH Dify AKS 'e' wa'DIch click 'e' Deploy
## Contributing
@@ -240,7 +234,7 @@ For those who'd like to contribute code, see our [Contribution Guide](https://gi
At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
> We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
> We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
**Contributors**

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@@ -195,7 +195,6 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
- [Helm Chart by @magicsong](https://github.com/magicsong/ai-charts)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Terraform을 사용한 배포
@@ -212,8 +211,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
[CDK](https://aws.amazon.com/cdk/)를 사용하여 AWS에 Dify 배포
##### AWS
- [KevinZhao의 AWS CDK (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [tmokmss의 AWS CDK (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [KevinZhao의 AWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -223,10 +221,6 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)를 통해 원클릭으로 Dify를 Alibaba Cloud에 배포할 수 있습니다
#### AKS에 배포하기 위해 Azure Devops Pipeline 사용
[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)을 사용하여 Dify를 AKS에 원클릭으로 배포
## 기여
@@ -234,7 +228,7 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
동시에 Dify를 소셜 미디어와 행사 및 컨퍼런스에 공유하여 지원하는 것을 고려해 주시기 바랍니다.
> 우리는 Dify를 중국어나 영어 이외의 언어로 번역하는 데 도움을 줄 수 있는 기여자를 찾고 있습니다. 도움을 주고 싶으시다면 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요.
> 우리는 Dify를 중국어나 영어 이외의 언어로 번역하는 데 도움을 줄 수 있는 기여자를 찾고 있습니다. 도움을 주고 싶으시다면 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요.
**기여자**

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@@ -200,7 +200,6 @@ Se deseja configurar uma instalação de alta disponibilidade, há [Helm Charts]
- [Helm Chart de @magicsong](https://github.com/magicsong/ai-charts)
- [Arquivo YAML por @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [Arquivo YAML por @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NOVO! Arquivos YAML (Compatível com Dify v1.6.0) por @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Usando o Terraform para Implantação
@@ -217,8 +216,7 @@ Implante o Dify na Plataforma Cloud com um único clique usando [terraform](http
Implante o Dify na AWS usando [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK por @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK por @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK por @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -228,17 +226,13 @@ Implante o Dify na AWS usando [CDK](https://aws.amazon.com/cdk/)
Implante o Dify na Alibaba Cloud com um clique usando o [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### Usando Azure Devops Pipeline para Implantar no AKS
Implante o Dify no AKS com um clique usando [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
## Contribuindo
Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
Ao mesmo tempo, considere apoiar o Dify compartilhando-o nas redes sociais e em eventos e conferências.
> Estamos buscando contribuidores para ajudar na tradução do Dify para idiomas além de Mandarim e Inglês. Se você tiver interesse em ajudar, consulte o [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) para mais informações e deixe-nos um comentário no canal `global-users` em nosso [Servidor da Comunidade no Discord](https://discord.gg/8Tpq4AcN9c).
> Estamos buscando contribuidores para ajudar na tradução do Dify para idiomas além de Mandarim e Inglês. Se você tiver interesse em ajudar, consulte o [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) para mais informações e deixe-nos um comentário no canal `global-users` em nosso [Servidor da Comunidade no Discord](https://discord.gg/8Tpq4AcN9c).
**Contribuidores**

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@@ -201,7 +201,6 @@ Star Dify on GitHub and be instantly notified of new releases.
- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Uporaba Terraform za uvajanje
@@ -218,8 +217,7 @@ namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.
Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK by @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK by @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -229,10 +227,6 @@ Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
Z enim klikom namestite Dify na Alibaba Cloud z [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### Uporaba Azure Devops Pipeline za uvajanje v AKS
Z enim klikom namestite Dify v AKS z uporabo [Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
## Prispevam

View File

@@ -194,7 +194,6 @@ Yüksek kullanılabilirliğe sahip bir kurulum yapılandırmak isterseniz, Dify'
- [@BorisPolonsky tarafından Helm Chart](https://github.com/BorisPolonsky/dify-helm)
- [@Winson-030 tarafından YAML dosyası](https://github.com/Winson-030/dify-kubernetes)
- [@wyy-holding tarafından YAML dosyası](https://github.com/wyy-holding/dify-k8s)
- [🚀 YENİ! YAML dosyaları (Dify v1.6.0 destekli) @Zhoneym tarafından](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Dağıtım için Terraform Kullanımı
@@ -211,8 +210,7 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
[CDK](https://aws.amazon.com/cdk/) kullanarak Dify'ı AWS'ye dağıtın
##### AWS
- [AWS CDK tarafından @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK tarafından @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK tarafından @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -222,17 +220,13 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/) kullanarak Dify'ı tek tıkla Alibaba Cloud'a dağıtın
#### AKS'ye Dağıtım için Azure Devops Pipeline Kullanımı
[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) kullanarak Dify'ı tek tıkla AKS'ye dağıtın
## Katkıda Bulunma
Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakabilirsiniz.
Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda paylaşarak desteklemeyi düşünün.
> Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.
> Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.
**Katkıda Bulunanlar**

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@@ -197,13 +197,12 @@ Dify 的所有功能都提供相應的 API因此您可以輕鬆地將 Dify
如果您需要自定義配置,請參考我們的 [.env.example](docker/.env.example) 文件中的註釋,並在您的 `.env` 文件中更新相應的值。此外,根據您特定的部署環境和需求,您可能需要調整 `docker-compose.yaml` 文件本身,例如更改映像版本、端口映射或卷掛載。進行任何更改後,請重新運行 `docker-compose up -d`。您可以在[這裡](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用環境變數的完整列表。
如果您想配置高可用性設置,社區貢獻的 [Helm Charts](https://helm.sh/) 和 Kubernetes 資源清單(YAML允許在 Kubernetes 上部署 Dify。
如果您想配置高可用性設置,社區貢獻的 [Helm Charts](https://helm.sh/) 和 YAML 文件允許在 Kubernetes 上部署 Dify。
- [由 @LeoQuote 提供的 Helm Chart](https://github.com/douban/charts/tree/master/charts/dify)
- [由 @BorisPolonsky 提供的 Helm Chart](https://github.com/BorisPolonsky/dify-helm)
- [由 @Winson-030 提供的 YAML 文件](https://github.com/Winson-030/dify-kubernetes)
- [由 @wyy-holding 提供的 YAML 文件](https://github.com/wyy-holding/dify-k8s)
- [🚀 NEW! YAML 檔案(支援 Dify v1.6.0by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
### 使用 Terraform 進行部署
@@ -223,8 +222,7 @@ Dify 的所有功能都提供相應的 API因此您可以輕鬆地將 Dify
### AWS
- [由 @KevinZhao 提供的 AWS CDK (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [由 @tmokmss 提供的 AWS CDK (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [由 @KevinZhao 提供的 AWS CDK](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### 使用 阿里云计算巢進行部署
@@ -234,17 +232,13 @@ Dify 的所有功能都提供相應的 API因此您可以輕鬆地將 Dify
透過 [阿里雲數據管理DMS](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/),一鍵將 Dify 部署至阿里雲
#### 使用 Azure Devops Pipeline 部署到AKS
使用[Azure Devops Pipeline Helm Chart by @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS) 將 Dify 一鍵部署到 AKS
## 貢獻
對於想要貢獻程式碼的開發者,請參閱我們的[貢獻指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。
同時,也請考慮透過在社群媒體和各種活動與會議上分享 Dify 來支持我們。
> 我們正在尋找貢獻者協助將 Dify 翻譯成中文和英文以外的語言。如果您有興趣幫忙,請查看 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) 獲取更多資訊,並在我們的 [Discord 社群伺服器](https://discord.gg/8Tpq4AcN9c) 的 `global-users` 頻道留言給我們。
> 我們正在尋找貢獻者協助將 Dify 翻譯成中文和英文以外的語言。如果您有興趣幫忙,請查看 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) 獲取更多資訊,並在我們的 [Discord 社群伺服器](https://discord.gg/8Tpq4AcN9c) 的 `global-users` 頻道留言給我們。
## 社群與聯絡方式

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@@ -196,7 +196,6 @@ Nếu bạn muốn cấu hình một cài đặt có độ sẵn sàng cao, có
- [Helm Chart bởi @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
- [Tệp YAML bởi @Winson-030](https://github.com/Winson-030/dify-kubernetes)
- [Tệp YAML bởi @wyy-holding](https://github.com/wyy-holding/dify-k8s)
- [🚀 MỚI! Tệp YAML (Hỗ trợ Dify v1.6.0) bởi @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
#### Sử dụng Terraform để Triển khai
@@ -213,8 +212,7 @@ Triển khai Dify lên nền tảng đám mây với một cú nhấp chuột b
Triển khai Dify trên AWS bằng [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK bởi @KevinZhao (EKS based)](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
- [AWS CDK bởi @tmokmss (ECS based)](https://github.com/aws-samples/dify-self-hosted-on-aws)
- [AWS CDK bởi @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud
@@ -225,10 +223,6 @@ Triển khai Dify trên AWS bằng [CDK](https://aws.amazon.com/cdk/)
Triển khai Dify lên Alibaba Cloud chỉ với một cú nhấp chuột bằng [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
#### Sử dụng Azure Devops Pipeline để Triển khai lên AKS
Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure Devops Pipeline Helm Chart bởi @LeoZhang](https://github.com/Ruiruiz30/Dify-helm-chart-AKS)
## Đóng góp
@@ -236,7 +230,7 @@ Triển khai Dify lên AKS chỉ với một cú nhấp chuột bằng [Azure De
Đồng thời, vui lòng xem xét hỗ trợ Dify bằng cách chia sẻ nó trên mạng xã hội và tại các sự kiện và hội nghị.
> Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n-config/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi.
> Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi.
**Người đóng góp**

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@@ -4,28 +4,18 @@
# Alternatively you can set it with `SECRET_KEY` environment variable.
SECRET_KEY=
# Ensure UTF-8 encoding
LANG=en_US.UTF-8
LC_ALL=en_US.UTF-8
PYTHONIOENCODING=utf-8
# Console API base URL
CONSOLE_API_URL=http://localhost:5001
CONSOLE_WEB_URL=http://localhost:3000
CONSOLE_API_URL=http://127.0.0.1:5001
CONSOLE_WEB_URL=http://127.0.0.1:3000
# Service API base URL
SERVICE_API_URL=http://localhost:5001
SERVICE_API_URL=http://127.0.0.1:5001
# Web APP base URL
APP_WEB_URL=http://localhost:3000
APP_WEB_URL=http://127.0.0.1:3000
# 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
FILES_URL=http://127.0.0.1:5001
# The time in seconds after the signature is rejected
FILES_ACCESS_TIMEOUT=300
@@ -42,15 +32,6 @@ REDIS_PORT=6379
REDIS_USERNAME=
REDIS_PASSWORD=difyai123456
REDIS_USE_SSL=false
# SSL configuration for Redis (when REDIS_USE_SSL=true)
REDIS_SSL_CERT_REQS=CERT_NONE
# Options: CERT_NONE, CERT_OPTIONAL, CERT_REQUIRED
REDIS_SSL_CA_CERTS=
# Path to CA certificate file for SSL verification
REDIS_SSL_CERTFILE=
# Path to client certificate file for SSL authentication
REDIS_SSL_KEYFILE=
# Path to client private key file for SSL authentication
REDIS_DB=0
# redis Sentinel configuration.
@@ -68,7 +49,7 @@ REDIS_CLUSTERS_PASSWORD=
# celery configuration
CELERY_BROKER_URL=redis://:difyai123456@localhost:${REDIS_PORT}/1
CELERY_BACKEND=redis
# PostgreSQL database configuration
DB_USERNAME=postgres
DB_PASSWORD=difyai123456
@@ -152,14 +133,12 @@ SUPABASE_API_KEY=your-access-key
SUPABASE_URL=your-server-url
# CORS configuration
WEB_API_CORS_ALLOW_ORIGINS=http://localhost:3000,*
CONSOLE_CORS_ALLOW_ORIGINS=http://localhost:3000,*
WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
CONSOLE_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
# Vector database configuration
# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss, tablestore, matrixone
VECTOR_STORE=weaviate
# Prefix used to create collection name in vector database
VECTOR_INDEX_NAME_PREFIX=Vector_index
# Weaviate configuration
WEAVIATE_ENDPOINT=http://localhost:8080
@@ -241,7 +220,6 @@ TABLESTORE_ENDPOINT=https://instance-name.cn-hangzhou.ots.aliyuncs.com
TABLESTORE_INSTANCE_NAME=instance-name
TABLESTORE_ACCESS_KEY_ID=xxx
TABLESTORE_ACCESS_KEY_SECRET=xxx
TABLESTORE_NORMALIZE_FULLTEXT_BM25_SCORE=false
# Tidb Vector configuration
TIDB_VECTOR_HOST=xxx.eu-central-1.xxx.aws.tidbcloud.com
@@ -466,19 +444,6 @@ MAX_VARIABLE_SIZE=204800
# hybrid: Save new data to object storage, read from both object storage and RDBMS
WORKFLOW_NODE_EXECUTION_STORAGE=rdbms
# Repository configuration
# Core workflow execution repository implementation
CORE_WORKFLOW_EXECUTION_REPOSITORY=core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository
# Core workflow node execution repository implementation
CORE_WORKFLOW_NODE_EXECUTION_REPOSITORY=core.repositories.sqlalchemy_workflow_node_execution_repository.SQLAlchemyWorkflowNodeExecutionRepository
# API workflow node execution repository implementation
API_WORKFLOW_NODE_EXECUTION_REPOSITORY=repositories.sqlalchemy_api_workflow_node_execution_repository.DifyAPISQLAlchemyWorkflowNodeExecutionRepository
# API workflow run repository implementation
API_WORKFLOW_RUN_REPOSITORY=repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository
# App configuration
APP_MAX_EXECUTION_TIME=1200
APP_MAX_ACTIVE_REQUESTS=0
@@ -486,16 +451,6 @@ APP_MAX_ACTIVE_REQUESTS=0
# Celery beat configuration
CELERY_BEAT_SCHEDULER_TIME=1
# Celery schedule tasks configuration
ENABLE_CLEAN_EMBEDDING_CACHE_TASK=false
ENABLE_CLEAN_UNUSED_DATASETS_TASK=false
ENABLE_CREATE_TIDB_SERVERLESS_TASK=false
ENABLE_UPDATE_TIDB_SERVERLESS_STATUS_TASK=false
ENABLE_CLEAN_MESSAGES=false
ENABLE_MAIL_CLEAN_DOCUMENT_NOTIFY_TASK=false
ENABLE_DATASETS_QUEUE_MONITOR=false
ENABLE_CHECK_UPGRADABLE_PLUGIN_TASK=true
# Position configuration
POSITION_TOOL_PINS=
POSITION_TOOL_INCLUDES=
@@ -522,8 +477,6 @@ ENDPOINT_URL_TEMPLATE=http://localhost:5002/e/{hook_id}
# Reset password token expiry minutes
RESET_PASSWORD_TOKEN_EXPIRY_MINUTES=5
CHANGE_EMAIL_TOKEN_EXPIRY_MINUTES=5
OWNER_TRANSFER_TOKEN_EXPIRY_MINUTES=5
CREATE_TIDB_SERVICE_JOB_ENABLED=false
@@ -534,8 +487,6 @@ LOGIN_LOCKOUT_DURATION=86400
# Enable OpenTelemetry
ENABLE_OTEL=false
OTLP_TRACE_ENDPOINT=
OTLP_METRIC_ENDPOINT=
OTLP_BASE_ENDPOINT=http://localhost:4318
OTLP_API_KEY=
OTEL_EXPORTER_OTLP_PROTOCOL=

View File

@@ -42,8 +42,6 @@ select = [
"S301", # suspicious-pickle-usage, disallow use of `pickle` and its wrappers.
"S302", # suspicious-marshal-usage, disallow use of `marshal` module
"S311", # suspicious-non-cryptographic-random-usage
"G001", # don't use str format to logging messages
"G004", # don't use f-strings to format logging messages
]
ignore = [

View File

@@ -4,7 +4,7 @@ FROM python:3.12-slim-bookworm AS base
WORKDIR /app/api
# Install uv
ENV UV_VERSION=0.8.9
ENV UV_VERSION=0.7.11
RUN pip install --no-cache-dir uv==${UV_VERSION}
@@ -19,7 +19,7 @@ RUN apt-get update \
# Install Python dependencies
COPY pyproject.toml uv.lock ./
RUN uv sync --locked --no-dev
RUN uv sync --locked
# production stage
FROM base AS production
@@ -37,11 +37,6 @@ EXPOSE 5001
# set timezone
ENV TZ=UTC
# Set UTF-8 locale
ENV LANG=en_US.UTF-8
ENV LC_ALL=en_US.UTF-8
ENV PYTHONIOENCODING=utf-8
WORKDIR /app/api
RUN \
@@ -52,8 +47,6 @@ RUN \
curl nodejs libgmp-dev libmpfr-dev libmpc-dev \
# For Security
expat libldap-2.5-0 perl libsqlite3-0 zlib1g \
# install fonts to support the use of tools like pypdfium2
fonts-noto-cjk \
# install a package to improve the accuracy of guessing mime type and file extension
media-types \
# install libmagic to support the use of python-magic guess MIMETYPE

View File

@@ -74,12 +74,7 @@
10. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
```bash
uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion,plugin,workflow_storage
```
Addition, if you want to debug the celery scheduled tasks, you can use the following command in another terminal:
```bash
uv run celery -A app.celery beat
uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace,app_deletion
```
## Testing

View File

@@ -1,3 +1,4 @@
import os
import sys
@@ -16,20 +17,20 @@ else:
# It seems that JetBrains Python debugger does not work well with gevent,
# so we need to disable gevent in debug mode.
# If you are using debugpy and set GEVENT_SUPPORT=True, you can debug with gevent.
# if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
# from gevent import monkey
#
# # gevent
# monkey.patch_all()
#
# from grpc.experimental import gevent as grpc_gevent # type: ignore
#
# # grpc gevent
# grpc_gevent.init_gevent()
if (flask_debug := os.environ.get("FLASK_DEBUG", "0")) and flask_debug.lower() in {"false", "0", "no"}:
from gevent import monkey
# import psycogreen.gevent # type: ignore
#
# psycogreen.gevent.patch_psycopg()
# gevent
monkey.patch_all()
from grpc.experimental import gevent as grpc_gevent # type: ignore
# grpc gevent
grpc_gevent.init_gevent()
import psycogreen.gevent # type: ignore
psycogreen.gevent.patch_psycopg()
from app_factory import create_app

View File

@@ -32,7 +32,7 @@ def create_app() -> DifyApp:
initialize_extensions(app)
end_time = time.perf_counter()
if dify_config.DEBUG:
logging.info("Finished create_app (%s ms)", round((end_time - start_time) * 1000, 2))
logging.info(f"Finished create_app ({round((end_time - start_time) * 1000, 2)} ms)")
return app
@@ -51,7 +51,6 @@ def initialize_extensions(app: DifyApp):
ext_login,
ext_mail,
ext_migrate,
ext_orjson,
ext_otel,
ext_proxy_fix,
ext_redis,
@@ -68,7 +67,6 @@ def initialize_extensions(app: DifyApp):
ext_logging,
ext_warnings,
ext_import_modules,
ext_orjson,
ext_set_secretkey,
ext_compress,
ext_code_based_extension,
@@ -93,14 +91,14 @@ def initialize_extensions(app: DifyApp):
is_enabled = ext.is_enabled() if hasattr(ext, "is_enabled") else True
if not is_enabled:
if dify_config.DEBUG:
logging.info("Skipped %s", short_name)
logging.info(f"Skipped {short_name}")
continue
start_time = time.perf_counter()
ext.init_app(app)
end_time = time.perf_counter()
if dify_config.DEBUG:
logging.info("Loaded %s (%s ms)", short_name, round((end_time - start_time) * 1000, 2))
logging.info(f"Loaded {short_name} ({round((end_time - start_time) * 1000, 2)} ms)")
def create_migrations_app():

View File

@@ -2,26 +2,19 @@ import base64
import json
import logging
import secrets
from typing import Any, Optional
from typing import Optional
import click
import sqlalchemy as sa
from flask import current_app
from pydantic import TypeAdapter
from sqlalchemy import select
from sqlalchemy.exc import SQLAlchemyError
from werkzeug.exceptions import NotFound
from configs import dify_config
from constants.languages import languages
from core.helper import encrypter
from core.plugin.entities.plugin import DatasourceProviderID, PluginInstallationSource, ToolProviderID
from core.plugin.impl.plugin import PluginInstaller
from core.rag.datasource.vdb.vector_factory import Vector
from core.rag.datasource.vdb.vector_type import VectorType
from core.rag.index_processor.constant.built_in_field import BuiltInField
from core.rag.models.document import Document
from core.tools.entities.tool_entities import CredentialType
from core.tools.utils.system_oauth_encryption import encrypt_system_oauth_params
from events.app_event import app_was_created
from extensions.ext_database import db
from extensions.ext_redis import redis_client
@@ -33,15 +26,11 @@ from models import Tenant
from models.dataset import Dataset, DatasetCollectionBinding, DatasetMetadata, DatasetMetadataBinding, DocumentSegment
from models.dataset import Document as DatasetDocument
from models.model import Account, App, AppAnnotationSetting, AppMode, Conversation, MessageAnnotation
from models.oauth import DatasourceOauthParamConfig, DatasourceProvider
from models.provider import Provider, ProviderModel
from models.source import DataSourceApiKeyAuthBinding, DataSourceOauthBinding
from models.tools import ToolOAuthSystemClient
from services.account_service import AccountService, RegisterService, TenantService
from services.clear_free_plan_tenant_expired_logs import ClearFreePlanTenantExpiredLogs
from services.plugin.data_migration import PluginDataMigration
from services.plugin.plugin_migration import PluginMigration
from tasks.remove_app_and_related_data_task import delete_draft_variables_batch
@click.command("reset-password", help="Reset the account password.")
@@ -57,16 +46,16 @@ def reset_password(email, new_password, password_confirm):
click.echo(click.style("Passwords do not match.", fg="red"))
return
account = db.session.query(Account).where(Account.email == email).one_or_none()
account = db.session.query(Account).filter(Account.email == email).one_or_none()
if not account:
click.echo(click.style(f"Account not found for email: {email}", fg="red"))
click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
return
try:
valid_password(new_password)
except:
click.echo(click.style(f"Invalid password. Must match {password_pattern}", fg="red"))
click.echo(click.style("Invalid password. Must match {}".format(password_pattern), fg="red"))
return
# generate password salt
@@ -96,16 +85,16 @@ def reset_email(email, new_email, email_confirm):
click.echo(click.style("New emails do not match.", fg="red"))
return
account = db.session.query(Account).where(Account.email == email).one_or_none()
account = db.session.query(Account).filter(Account.email == email).one_or_none()
if not account:
click.echo(click.style(f"Account not found for email: {email}", fg="red"))
click.echo(click.style("Account not found for email: {}".format(email), fg="red"))
return
try:
email_validate(new_email)
except:
click.echo(click.style(f"Invalid email: {new_email}", fg="red"))
click.echo(click.style("Invalid email: {}".format(new_email), fg="red"))
return
account.email = new_email
@@ -143,13 +132,13 @@ def reset_encrypt_key_pair():
tenant.encrypt_public_key = generate_key_pair(tenant.id)
db.session.query(Provider).where(Provider.provider_type == "custom", Provider.tenant_id == tenant.id).delete()
db.session.query(ProviderModel).where(ProviderModel.tenant_id == tenant.id).delete()
db.session.query(Provider).filter(Provider.provider_type == "custom", Provider.tenant_id == tenant.id).delete()
db.session.query(ProviderModel).filter(ProviderModel.tenant_id == tenant.id).delete()
db.session.commit()
click.echo(
click.style(
f"Congratulations! The asymmetric key pair of workspace {tenant.id} has been reset.",
"Congratulations! The asymmetric key pair of workspace {} has been reset.".format(tenant.id),
fg="green",
)
)
@@ -179,7 +168,7 @@ def migrate_annotation_vector_database():
per_page = 50
apps = (
db.session.query(App)
.where(App.status == "normal")
.filter(App.status == "normal")
.order_by(App.created_at.desc())
.limit(per_page)
.offset((page - 1) * per_page)
@@ -187,8 +176,8 @@ def migrate_annotation_vector_database():
)
if not apps:
break
except SQLAlchemyError:
raise
except NotFound:
break
page += 1
for app in apps:
@@ -197,25 +186,25 @@ def migrate_annotation_vector_database():
f"Processing the {total_count} app {app.id}. " + f"{create_count} created, {skipped_count} skipped."
)
try:
click.echo(f"Creating app annotation index: {app.id}")
click.echo("Creating app annotation index: {}".format(app.id))
app_annotation_setting = (
db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app.id).first()
db.session.query(AppAnnotationSetting).filter(AppAnnotationSetting.app_id == app.id).first()
)
if not app_annotation_setting:
skipped_count = skipped_count + 1
click.echo(f"App annotation setting disabled: {app.id}")
click.echo("App annotation setting disabled: {}".format(app.id))
continue
# get dataset_collection_binding info
dataset_collection_binding = (
db.session.query(DatasetCollectionBinding)
.where(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
.filter(DatasetCollectionBinding.id == app_annotation_setting.collection_binding_id)
.first()
)
if not dataset_collection_binding:
click.echo(f"App annotation collection binding not found: {app.id}")
click.echo("App annotation collection binding not found: {}".format(app.id))
continue
annotations = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app.id).all()
annotations = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app.id).all()
dataset = Dataset(
id=app.id,
tenant_id=app.tenant_id,
@@ -259,7 +248,9 @@ def migrate_annotation_vector_database():
create_count += 1
except Exception as e:
click.echo(
click.style(f"Error creating app annotation index: {e.__class__.__name__} {str(e)}", fg="red")
click.style(
"Error creating app annotation index: {} {}".format(e.__class__.__name__, str(e)), fg="red"
)
)
continue
@@ -310,12 +301,12 @@ def migrate_knowledge_vector_database():
while True:
try:
stmt = (
select(Dataset).where(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
select(Dataset).filter(Dataset.indexing_technique == "high_quality").order_by(Dataset.created_at.desc())
)
datasets = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
except SQLAlchemyError:
raise
except NotFound:
break
page += 1
for dataset in datasets:
@@ -324,7 +315,7 @@ def migrate_knowledge_vector_database():
f"Processing the {total_count} dataset {dataset.id}. {create_count} created, {skipped_count} skipped."
)
try:
click.echo(f"Creating dataset vector database index: {dataset.id}")
click.echo("Creating dataset vector database index: {}".format(dataset.id))
if dataset.index_struct_dict:
if dataset.index_struct_dict["type"] == vector_type:
skipped_count = skipped_count + 1
@@ -337,7 +328,7 @@ def migrate_knowledge_vector_database():
if dataset.collection_binding_id:
dataset_collection_binding = (
db.session.query(DatasetCollectionBinding)
.where(DatasetCollectionBinding.id == dataset.collection_binding_id)
.filter(DatasetCollectionBinding.id == dataset.collection_binding_id)
.one_or_none()
)
if dataset_collection_binding:
@@ -372,7 +363,7 @@ def migrate_knowledge_vector_database():
dataset_documents = (
db.session.query(DatasetDocument)
.where(
.filter(
DatasetDocument.dataset_id == dataset.id,
DatasetDocument.indexing_status == "completed",
DatasetDocument.enabled == True,
@@ -386,7 +377,7 @@ def migrate_knowledge_vector_database():
for dataset_document in dataset_documents:
segments = (
db.session.query(DocumentSegment)
.where(
.filter(
DocumentSegment.document_id == dataset_document.id,
DocumentSegment.status == "completed",
DocumentSegment.enabled == True,
@@ -428,7 +419,9 @@ def migrate_knowledge_vector_database():
create_count += 1
except Exception as e:
db.session.rollback()
click.echo(click.style(f"Error creating dataset index: {e.__class__.__name__} {str(e)}", fg="red"))
click.echo(
click.style("Error creating dataset index: {} {}".format(e.__class__.__name__, str(e)), fg="red")
)
continue
click.echo(
@@ -464,14 +457,14 @@ def convert_to_agent_apps():
"""
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query))
rs = conn.execute(db.text(sql_query))
apps = []
for i in rs:
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.query(App).filter(App.id == app_id).first()
if app is not None:
apps.append(app)
@@ -479,23 +472,23 @@ def convert_to_agent_apps():
break
for app in apps:
click.echo(f"Converting app: {app.id}")
click.echo("Converting app: {}".format(app.id))
try:
app.mode = AppMode.AGENT_CHAT.value
db.session.commit()
# update conversation mode to agent
db.session.query(Conversation).where(Conversation.app_id == app.id).update(
db.session.query(Conversation).filter(Conversation.app_id == app.id).update(
{Conversation.mode: AppMode.AGENT_CHAT.value}
)
db.session.commit()
click.echo(click.style(f"Converted app: {app.id}", fg="green"))
click.echo(click.style("Converted app: {}".format(app.id), fg="green"))
except Exception as e:
click.echo(click.style(f"Convert app error: {e.__class__.__name__} {str(e)}", fg="red"))
click.echo(click.style("Convert app error: {} {}".format(e.__class__.__name__, str(e)), fg="red"))
click.echo(click.style(f"Conversion complete. Converted {len(proceeded_app_ids)} agent apps.", fg="green"))
click.echo(click.style("Conversion complete. Converted {} agent apps.".format(len(proceeded_app_ids)), fg="green"))
@click.command("add-qdrant-index", help="Add Qdrant index.")
@@ -563,12 +556,12 @@ def old_metadata_migration():
try:
stmt = (
select(DatasetDocument)
.where(DatasetDocument.doc_metadata.is_not(None))
.filter(DatasetDocument.doc_metadata.is_not(None))
.order_by(DatasetDocument.created_at.desc())
)
documents = db.paginate(select=stmt, page=page, per_page=50, max_per_page=50, error_out=False)
except SQLAlchemyError:
raise
except NotFound:
break
if not documents:
break
for document in documents:
@@ -581,7 +574,7 @@ def old_metadata_migration():
else:
dataset_metadata = (
db.session.query(DatasetMetadata)
.where(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
.filter(DatasetMetadata.dataset_id == document.dataset_id, DatasetMetadata.name == key)
.first()
)
if not dataset_metadata:
@@ -605,7 +598,7 @@ def old_metadata_migration():
else:
dataset_metadata_binding = (
db.session.query(DatasetMetadataBinding) # type: ignore
.where(
.filter(
DatasetMetadataBinding.dataset_id == document.dataset_id,
DatasetMetadataBinding.document_id == document.id,
DatasetMetadataBinding.metadata_id == dataset_metadata.id,
@@ -668,7 +661,7 @@ def create_tenant(email: str, language: Optional[str] = None, name: Optional[str
click.echo(
click.style(
f"Account and tenant created.\nAccount: {email}\nPassword: {new_password}",
"Account and tenant created.\nAccount: {}\nPassword: {}".format(email, new_password),
fg="green",
)
)
@@ -709,7 +702,7 @@ def fix_app_site_missing():
sql = """select apps.id as id from apps left join sites on sites.app_id=apps.id
where sites.id is null limit 1000"""
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql))
rs = conn.execute(db.text(sql))
processed_count = 0
for i in rs:
@@ -720,7 +713,7 @@ where sites.id is null limit 1000"""
continue
try:
app = db.session.query(App).where(App.id == app_id).first()
app = db.session.query(App).filter(App.id == app_id).first()
if not app:
print(f"App {app_id} not found")
continue
@@ -729,16 +722,16 @@ where sites.id is null limit 1000"""
if tenant:
accounts = tenant.get_accounts()
if not accounts:
print(f"Fix failed for app {app.id}")
print("Fix failed for app {}".format(app.id))
continue
account = accounts[0]
print(f"Fixing missing site for app {app.id}")
print("Fixing missing site for app {}".format(app.id))
app_was_created.send(app, account=account)
except Exception:
failed_app_ids.append(app_id)
click.echo(click.style(f"Failed to fix missing site for app {app_id}", fg="red"))
logging.exception("Failed to fix app related site missing issue, app_id: %s", app_id)
click.echo(click.style("Failed to fix missing site for app {}".format(app_id), fg="red"))
logging.exception(f"Failed to fix app related site missing issue, app_id: {app_id}")
continue
if not processed_count:
@@ -923,7 +916,7 @@ def clear_orphaned_file_records(force: bool):
)
orphaned_message_files = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(query))
rs = conn.execute(db.text(query))
for i in rs:
orphaned_message_files.append({"id": str(i[0]), "message_id": str(i[1])})
@@ -944,7 +937,7 @@ def clear_orphaned_file_records(force: bool):
click.echo(click.style("- Deleting orphaned message_files records", fg="white"))
query = "DELETE FROM message_files WHERE id IN :ids"
with db.engine.begin() as conn:
conn.execute(sa.text(query), {"ids": tuple([record["id"] for record in orphaned_message_files])})
conn.execute(db.text(query), {"ids": tuple([record["id"] for record in orphaned_message_files])})
click.echo(
click.style(f"Removed {len(orphaned_message_files)} orphaned message_files records.", fg="green")
)
@@ -961,7 +954,7 @@ def clear_orphaned_file_records(force: bool):
click.echo(click.style(f"- Listing file records in table {files_table['table']}", fg="white"))
query = f"SELECT {files_table['id_column']}, {files_table['key_column']} FROM {files_table['table']}"
with db.engine.begin() as conn:
rs = conn.execute(sa.text(query))
rs = conn.execute(db.text(query))
for i in rs:
all_files_in_tables.append({"table": files_table["table"], "id": str(i[0]), "key": i[1]})
click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
@@ -981,7 +974,7 @@ def clear_orphaned_file_records(force: bool):
f"SELECT {ids_table['column']} FROM {ids_table['table']} WHERE {ids_table['column']} IS NOT NULL"
)
with db.engine.begin() as conn:
rs = conn.execute(sa.text(query))
rs = conn.execute(db.text(query))
for i in rs:
all_ids_in_tables.append({"table": ids_table["table"], "id": str(i[0])})
elif ids_table["type"] == "text":
@@ -996,7 +989,7 @@ def clear_orphaned_file_records(force: bool):
f"FROM {ids_table['table']}"
)
with db.engine.begin() as conn:
rs = conn.execute(sa.text(query))
rs = conn.execute(db.text(query))
for i in rs:
for j in i[0]:
all_ids_in_tables.append({"table": ids_table["table"], "id": j})
@@ -1015,7 +1008,7 @@ def clear_orphaned_file_records(force: bool):
f"FROM {ids_table['table']}"
)
with db.engine.begin() as conn:
rs = conn.execute(sa.text(query))
rs = conn.execute(db.text(query))
for i in rs:
for j in i[0]:
all_ids_in_tables.append({"table": ids_table["table"], "id": j})
@@ -1044,7 +1037,7 @@ def clear_orphaned_file_records(force: bool):
click.echo(click.style(f"- Deleting orphaned file records in table {files_table['table']}", fg="white"))
query = f"DELETE FROM {files_table['table']} WHERE {files_table['id_column']} IN :ids"
with db.engine.begin() as conn:
conn.execute(sa.text(query), {"ids": tuple(orphaned_files)})
conn.execute(db.text(query), {"ids": tuple(orphaned_files)})
except Exception as e:
click.echo(click.style(f"Error deleting orphaned file records: {str(e)}", fg="red"))
return
@@ -1114,7 +1107,7 @@ def remove_orphaned_files_on_storage(force: bool):
click.echo(click.style(f"- Listing files from table {files_table['table']}", fg="white"))
query = f"SELECT {files_table['key_column']} FROM {files_table['table']}"
with db.engine.begin() as conn:
rs = conn.execute(sa.text(query))
rs = conn.execute(db.text(query))
for i in rs:
all_files_in_tables.append(str(i[0]))
click.echo(click.style(f"Found {len(all_files_in_tables)} files in tables.", fg="white"))
@@ -1162,409 +1155,3 @@ def remove_orphaned_files_on_storage(force: bool):
click.echo(click.style(f"Removed {removed_files} orphaned files without errors.", fg="green"))
else:
click.echo(click.style(f"Removed {removed_files} orphaned files, with {error_files} errors.", fg="yellow"))
@click.command("setup-system-tool-oauth-client", help="Setup system tool oauth client.")
@click.option("--provider", prompt=True, help="Provider name")
@click.option("--client-params", prompt=True, help="Client Params")
def setup_system_tool_oauth_client(provider, client_params):
"""
Setup system tool oauth client
"""
provider_id = ToolProviderID(provider)
provider_name = provider_id.provider_name
plugin_id = provider_id.plugin_id
try:
# json validate
click.echo(click.style(f"Validating client params: {client_params}", fg="yellow"))
client_params_dict = TypeAdapter(dict[str, Any]).validate_json(client_params)
click.echo(click.style("Client params validated successfully.", fg="green"))
click.echo(click.style(f"Encrypting client params: {client_params}", fg="yellow"))
click.echo(click.style(f"Using SECRET_KEY: `{dify_config.SECRET_KEY}`", fg="yellow"))
oauth_client_params = encrypt_system_oauth_params(client_params_dict)
click.echo(click.style("Client params encrypted successfully.", fg="green"))
except Exception as e:
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()
)
if deleted_count > 0:
click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
oauth_client = ToolOAuthSystemClient(
provider=provider_name,
plugin_id=plugin_id,
encrypted_oauth_params=oauth_client_params,
)
db.session.add(oauth_client)
db.session.commit()
click.echo(click.style(f"OAuth client params setup successfully. id: {oauth_client.id}", fg="green"))
def _find_orphaned_draft_variables(batch_size: int = 1000) -> list[str]:
"""
Find draft variables that reference non-existent apps.
Args:
batch_size: Maximum number of orphaned app IDs to return
Returns:
List of app IDs that have draft variables but don't exist in the apps table
"""
query = """
SELECT DISTINCT wdv.app_id
FROM workflow_draft_variables AS wdv
WHERE NOT EXISTS(
SELECT 1 FROM apps WHERE apps.id = wdv.app_id
)
LIMIT :batch_size
"""
with db.engine.connect() as conn:
result = conn.execute(sa.text(query), {"batch_size": batch_size})
return [row[0] for row in result]
def _count_orphaned_draft_variables() -> dict[str, Any]:
"""
Count orphaned draft variables by app.
Returns:
Dictionary with statistics about orphaned variables
"""
query = """
SELECT
wdv.app_id,
COUNT(*) as variable_count
FROM workflow_draft_variables AS wdv
WHERE NOT EXISTS(
SELECT 1 FROM apps WHERE apps.id = wdv.app_id
)
GROUP BY wdv.app_id
ORDER BY variable_count DESC
"""
with db.engine.connect() as conn:
result = conn.execute(sa.text(query))
orphaned_by_app = {row[0]: row[1] for row in result}
total_orphaned = sum(orphaned_by_app.values())
app_count = len(orphaned_by_app)
return {
"total_orphaned_variables": total_orphaned,
"orphaned_app_count": app_count,
"orphaned_by_app": orphaned_by_app,
}
@click.command()
@click.option("--dry-run", is_flag=True, help="Show what would be deleted without actually deleting")
@click.option("--batch-size", default=1000, help="Number of records to process per batch (default 1000)")
@click.option("--max-apps", default=None, type=int, help="Maximum number of apps to process (default: no limit)")
@click.option("-f", "--force", is_flag=True, help="Skip user confirmation and force the command to execute.")
def cleanup_orphaned_draft_variables(
dry_run: bool,
batch_size: int,
max_apps: int | None,
force: bool = False,
):
"""
Clean up orphaned draft variables from the database.
This script finds and removes draft variables that belong to apps
that no longer exist in the database.
"""
logger = logging.getLogger(__name__)
# Get statistics
stats = _count_orphaned_draft_variables()
logger.info("Found %s orphaned draft variables", stats["total_orphaned_variables"])
logger.info("Across %s non-existent apps", stats["orphaned_app_count"])
if stats["total_orphaned_variables"] == 0:
logger.info("No orphaned draft variables found. Exiting.")
return
if dry_run:
logger.info("DRY RUN: Would delete the following:")
for app_id, count in sorted(stats["orphaned_by_app"].items(), key=lambda x: x[1], reverse=True)[
:10
]: # Show top 10
logger.info(" App %s: %s variables", app_id, count)
if len(stats["orphaned_by_app"]) > 10:
logger.info(" ... and %s more apps", len(stats["orphaned_by_app"]) - 10)
return
# Confirm deletion
if not force:
click.confirm(
f"Are you sure you want to delete {stats['total_orphaned_variables']} "
f"orphaned draft variables from {stats['orphaned_app_count']} apps?",
abort=True,
)
total_deleted = 0
processed_apps = 0
while True:
if max_apps and processed_apps >= max_apps:
logger.info("Reached maximum app limit (%s). Stopping.", max_apps)
break
orphaned_app_ids = _find_orphaned_draft_variables(batch_size=10)
if not orphaned_app_ids:
logger.info("No more orphaned draft variables found.")
break
for app_id in orphaned_app_ids:
if max_apps and processed_apps >= max_apps:
break
try:
deleted_count = delete_draft_variables_batch(app_id, batch_size)
total_deleted += deleted_count
processed_apps += 1
logger.info("Deleted %s variables for app %s", deleted_count, app_id)
except Exception:
logger.exception("Error processing app %s", app_id)
continue
logger.info("Cleanup completed. Total deleted: %s variables across %s apps", total_deleted, processed_apps)
@click.command("setup-datasource-oauth-client", help="Setup datasource oauth client.")
@click.option("--provider", prompt=True, help="Provider name")
@click.option("--client-params", prompt=True, help="Client Params")
def setup_datasource_oauth_client(provider, client_params):
"""
Setup datasource oauth client
"""
provider_id = DatasourceProviderID(provider)
provider_name = provider_id.provider_name
plugin_id = provider_id.plugin_id
try:
# json validate
click.echo(click.style(f"Validating client params: {client_params}", fg="yellow"))
client_params_dict = TypeAdapter(dict[str, Any]).validate_json(client_params)
click.echo(click.style("Client params validated successfully.", fg="green"))
except Exception as e:
click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
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()
)
if deleted_count > 0:
click.echo(click.style(f"Deleted {deleted_count} existing oauth client params.", fg="yellow"))
click.echo(click.style(f"Ready to setup datasource oauth client: {provider_name}", fg="yellow"))
oauth_client = DatasourceOauthParamConfig(
provider=provider_name,
plugin_id=plugin_id,
system_credentials=client_params_dict,
)
db.session.add(oauth_client)
db.session.commit()
click.echo(click.style(f"provider: {provider_name}", fg="green"))
click.echo(click.style(f"plugin_id: {plugin_id}", fg="green"))
click.echo(click.style(f"params: {json.dumps(client_params_dict, indent=2, ensure_ascii=False)}", fg="green"))
click.echo(click.style(f"Datasource oauth client setup successfully. id: {oauth_client.id}", fg="green"))
@click.command("transform-datasource-credentials", help="Transform datasource credentials.")
def transform_datasource_credentials():
"""
Transform datasource credentials
"""
try:
installer_manager = PluginInstaller()
plugin_migration = PluginMigration()
notion_plugin_id = "langgenius/notion_datasource"
firecrawl_plugin_id = "langgenius/firecrawl_datasource"
jina_plugin_id = "langgenius/jina_datasource"
notion_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(notion_plugin_id)
firecrawl_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(firecrawl_plugin_id)
jina_plugin_unique_identifier = plugin_migration._fetch_plugin_unique_identifier(jina_plugin_id)
oauth_credential_type = CredentialType.OAUTH2
api_key_credential_type = CredentialType.API_KEY
# deal notion credentials
deal_notion_count = 0
notion_credentials = db.session.query(DataSourceOauthBinding).filter_by(provider="notion").all()
notion_credentials_tenant_mapping: dict[str, list[DataSourceOauthBinding]] = {}
for credential in notion_credentials:
tenant_id = credential.tenant_id
if tenant_id not in notion_credentials_tenant_mapping:
notion_credentials_tenant_mapping[tenant_id] = []
notion_credentials_tenant_mapping[tenant_id].append(credential)
for tenant_id, credentials in notion_credentials_tenant_mapping.items():
# check notion plugin is installed
installed_plugins = installer_manager.list_plugins(tenant_id)
installed_plugins_ids = [plugin.plugin_id for plugin in installed_plugins]
if notion_plugin_id not in installed_plugins_ids:
if notion_plugin_unique_identifier:
# install notion plugin
installer_manager.install_from_identifiers(
tenant_id,
[notion_plugin_unique_identifier],
PluginInstallationSource.Marketplace,
metas=[
{
"plugin_unique_identifier": notion_plugin_unique_identifier,
}
],
)
auth_count = 0
for credential in credentials:
auth_count += 1
# get credential oauth params
access_token = credential.access_token
# notion info
notion_info = credential.source_info
workspace_id = notion_info.get("workspace_id")
workspace_name = notion_info.get("workspace_name")
workspace_icon = notion_info.get("workspace_icon")
new_credentials = {
"integration_secret": encrypter.encrypt_token(tenant_id, access_token),
"workspace_id": workspace_id,
"workspace_name": workspace_name,
"workspace_icon": workspace_icon,
}
datasource_provider = DatasourceProvider(
provider="notion",
tenant_id=tenant_id,
plugin_id=notion_plugin_id,
auth_type=oauth_credential_type.value,
encrypted_credentials=new_credentials,
name=f"Auth {auth_count}",
avatar_url=workspace_icon or "default",
is_default=False,
)
db.session.add(datasource_provider)
deal_notion_count += 1
db.session.commit()
# deal firecrawl credentials
deal_firecrawl_count = 0
firecrawl_credentials = db.session.query(DataSourceApiKeyAuthBinding).filter_by(provider="firecrawl").all()
firecrawl_credentials_tenant_mapping: dict[str, list[DataSourceApiKeyAuthBinding]] = {}
for credential in firecrawl_credentials:
tenant_id = credential.tenant_id
if tenant_id not in firecrawl_credentials_tenant_mapping:
firecrawl_credentials_tenant_mapping[tenant_id] = []
firecrawl_credentials_tenant_mapping[tenant_id].append(credential)
for tenant_id, credentials in firecrawl_credentials_tenant_mapping.items():
# check firecrawl plugin is installed
installed_plugins = installer_manager.list_plugins(tenant_id)
installed_plugins_ids = [plugin.plugin_id for plugin in installed_plugins]
if firecrawl_plugin_id not in installed_plugins_ids:
if firecrawl_plugin_unique_identifier:
# install firecrawl plugin
installer_manager.install_from_identifiers(
tenant_id,
[firecrawl_plugin_unique_identifier],
PluginInstallationSource.Marketplace,
metas=[
{
"plugin_unique_identifier": firecrawl_plugin_unique_identifier,
}
],
)
auth_count = 0
for credential in credentials:
auth_count += 1
# get credential api key
api_key = credential.credentials.get("config", {}).get("api_key")
base_url = credential.credentials.get("config", {}).get("base_url")
new_credentials = {
"firecrawl_api_key": api_key,
"base_url": base_url,
}
datasource_provider = DatasourceProvider(
provider="firecrawl",
tenant_id=tenant_id,
plugin_id=firecrawl_plugin_id,
auth_type=api_key_credential_type.value,
encrypted_credentials=new_credentials,
name=f"Auth {auth_count}",
avatar_url="default",
is_default=False,
)
db.session.add(datasource_provider)
deal_firecrawl_count += 1
db.session.commit()
# deal jina credentials
deal_jina_count = 0
jina_credentials = db.session.query(DataSourceApiKeyAuthBinding).filter_by(provider="jina").all()
jina_credentials_tenant_mapping: dict[str, list[DataSourceApiKeyAuthBinding]] = {}
for credential in jina_credentials:
tenant_id = credential.tenant_id
if tenant_id not in jina_credentials_tenant_mapping:
jina_credentials_tenant_mapping[tenant_id] = []
jina_credentials_tenant_mapping[tenant_id].append(credential)
for tenant_id, credentials in jina_credentials_tenant_mapping.items():
# check jina plugin is installed
installed_plugins = installer_manager.list_plugins(tenant_id)
installed_plugins_ids = [plugin.plugin_id for plugin in installed_plugins]
if jina_plugin_id not in installed_plugins_ids:
if jina_plugin_unique_identifier:
# install jina plugin
installer_manager.install_from_identifiers(
tenant_id,
[jina_plugin_unique_identifier],
PluginInstallationSource.Marketplace,
metas=[
{
"plugin_unique_identifier": jina_plugin_unique_identifier,
}
],
)
auth_count = 0
for credential in credentials:
auth_count += 1
# get credential api key
api_key = credential.credentials.get("config", {}).get("api_key")
new_credentials = {
"integration_secret": api_key,
}
datasource_provider = DatasourceProvider(
provider="jina",
tenant_id=tenant_id,
plugin_id=jina_plugin_id,
auth_type=api_key_credential_type.value,
encrypted_credentials=new_credentials,
name=f"Auth {auth_count}",
avatar_url="default",
is_default=False,
)
db.session.add(datasource_provider)
deal_jina_count += 1
db.session.commit()
except Exception as e:
click.echo(click.style(f"Error parsing client params: {str(e)}", fg="red"))
return
click.echo(click.style(f"Transforming notion successfully. deal_notion_count: {deal_notion_count}", fg="green"))
click.echo(
click.style(f"Transforming firecrawl successfully. deal_firecrawl_count: {deal_firecrawl_count}", fg="green")
)
click.echo(click.style(f"Transforming jina successfully. deal_jina_count: {deal_jina_count}", fg="green"))

View File

@@ -1,11 +1,8 @@
import logging
from pathlib import Path
from typing import Any
from pydantic.fields import FieldInfo
from pydantic_settings import BaseSettings, PydanticBaseSettingsSource, SettingsConfigDict, TomlConfigSettingsSource
from libs.file_utils import search_file_upwards
from pydantic_settings import BaseSettings, PydanticBaseSettingsSource, SettingsConfigDict
from .deploy import DeploymentConfig
from .enterprise import EnterpriseFeatureConfig
@@ -41,7 +38,7 @@ class RemoteSettingsSourceFactory(PydanticBaseSettingsSource):
case RemoteSettingsSourceName.NACOS:
remote_source = NacosSettingsSource(current_state)
case _:
logger.warning("Unsupported remote source: %s", remote_source_name)
logger.warning(f"Unsupported remote source: {remote_source_name}")
return {}
d: dict[str, Any] = {}
@@ -102,12 +99,4 @@ class DifyConfig(
RemoteSettingsSourceFactory(settings_cls),
dotenv_settings,
file_secret_settings,
TomlConfigSettingsSource(
settings_cls=settings_cls,
toml_file=search_file_upwards(
base_dir_path=Path(__file__).parent,
target_file_name="pyproject.toml",
max_search_parent_depth=2,
),
),
)

View File

@@ -31,15 +31,6 @@ class SecurityConfig(BaseSettings):
description="Duration in minutes for which a password reset token remains valid",
default=5,
)
CHANGE_EMAIL_TOKEN_EXPIRY_MINUTES: PositiveInt = Field(
description="Duration in minutes for which a change email token remains valid",
default=5,
)
OWNER_TRANSFER_TOKEN_EXPIRY_MINUTES: PositiveInt = Field(
description="Duration in minutes for which a owner transfer token remains valid",
default=5,
)
LOGIN_DISABLED: bool = Field(
description="Whether to disable login checks",
@@ -246,13 +237,6 @@ class FileAccessConfig(BaseSettings):
default="",
)
INTERNAL_FILES_URL: str = Field(
description="Internal base URL for file access within Docker network,"
" used for plugin daemon and internal service communication."
" Falls back to FILES_URL if not specified.",
default="",
)
FILES_ACCESS_TIMEOUT: int = Field(
description="Expiration time in seconds for file access URLs",
default=300,
@@ -330,17 +314,17 @@ class HttpConfig(BaseSettings):
def WEB_API_CORS_ALLOW_ORIGINS(self) -> list[str]:
return self.inner_WEB_API_CORS_ALLOW_ORIGINS.split(",")
HTTP_REQUEST_MAX_CONNECT_TIMEOUT: int = Field(
ge=1, description="Maximum connection timeout in seconds for HTTP requests", default=10
)
HTTP_REQUEST_MAX_CONNECT_TIMEOUT: Annotated[
PositiveInt, Field(ge=10, description="Maximum connection timeout in seconds for HTTP requests")
] = 10
HTTP_REQUEST_MAX_READ_TIMEOUT: int = Field(
ge=1, description="Maximum read timeout in seconds for HTTP requests", default=60
)
HTTP_REQUEST_MAX_READ_TIMEOUT: Annotated[
PositiveInt, Field(ge=60, description="Maximum read timeout in seconds for HTTP requests")
] = 60
HTTP_REQUEST_MAX_WRITE_TIMEOUT: int = Field(
ge=1, description="Maximum write timeout in seconds for HTTP requests", default=20
)
HTTP_REQUEST_MAX_WRITE_TIMEOUT: Annotated[
PositiveInt, Field(ge=10, description="Maximum write timeout in seconds for HTTP requests")
] = 20
HTTP_REQUEST_NODE_MAX_BINARY_SIZE: PositiveInt = Field(
description="Maximum allowed size in bytes for binary data in HTTP requests",
@@ -546,39 +530,6 @@ class WorkflowNodeExecutionConfig(BaseSettings):
)
class RepositoryConfig(BaseSettings):
"""
Configuration for repository implementations
"""
CORE_WORKFLOW_EXECUTION_REPOSITORY: str = Field(
description="Repository implementation for WorkflowExecution. Options: "
"'core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository' (default), "
"'core.repositories.celery_workflow_execution_repository.CeleryWorkflowExecutionRepository'",
default="core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository",
)
CORE_WORKFLOW_NODE_EXECUTION_REPOSITORY: str = Field(
description="Repository implementation for WorkflowNodeExecution. Options: "
"'core.repositories.sqlalchemy_workflow_node_execution_repository."
"SQLAlchemyWorkflowNodeExecutionRepository' (default), "
"'core.repositories.celery_workflow_node_execution_repository."
"CeleryWorkflowNodeExecutionRepository'",
default="core.repositories.sqlalchemy_workflow_node_execution_repository.SQLAlchemyWorkflowNodeExecutionRepository",
)
API_WORKFLOW_NODE_EXECUTION_REPOSITORY: str = Field(
description="Service-layer repository implementation for WorkflowNodeExecutionModel operations. "
"Specify as a module path",
default="repositories.sqlalchemy_api_workflow_node_execution_repository.DifyAPISQLAlchemyWorkflowNodeExecutionRepository",
)
API_WORKFLOW_RUN_REPOSITORY: str = Field(
description="Service-layer repository implementation for WorkflowRun operations. Specify as a module path",
default="repositories.sqlalchemy_api_workflow_run_repository.DifyAPISQLAlchemyWorkflowRunRepository",
)
class AuthConfig(BaseSettings):
"""
Configuration for authentication and OAuth
@@ -629,16 +580,6 @@ class AuthConfig(BaseSettings):
default=86400,
)
CHANGE_EMAIL_LOCKOUT_DURATION: PositiveInt = Field(
description="Time (in seconds) a user must wait before retrying change email after exceeding the rate limit.",
default=86400,
)
OWNER_TRANSFER_LOCKOUT_DURATION: PositiveInt = Field(
description="Time (in seconds) a user must wait before retrying owner transfer after exceeding the rate limit.",
default=86400,
)
class ModerationConfig(BaseSettings):
"""
@@ -838,41 +779,6 @@ class CeleryBeatConfig(BaseSettings):
)
class CeleryScheduleTasksConfig(BaseSettings):
ENABLE_CLEAN_EMBEDDING_CACHE_TASK: bool = Field(
description="Enable clean embedding cache task",
default=False,
)
ENABLE_CLEAN_UNUSED_DATASETS_TASK: bool = Field(
description="Enable clean unused datasets task",
default=False,
)
ENABLE_CREATE_TIDB_SERVERLESS_TASK: bool = Field(
description="Enable create tidb service job task",
default=False,
)
ENABLE_UPDATE_TIDB_SERVERLESS_STATUS_TASK: bool = Field(
description="Enable update tidb service job status task",
default=False,
)
ENABLE_CLEAN_MESSAGES: bool = Field(
description="Enable clean messages task",
default=False,
)
ENABLE_MAIL_CLEAN_DOCUMENT_NOTIFY_TASK: bool = Field(
description="Enable mail clean document notify task",
default=False,
)
ENABLE_DATASETS_QUEUE_MONITOR: bool = Field(
description="Enable queue monitor task",
default=False,
)
ENABLE_CHECK_UPGRADABLE_PLUGIN_TASK: bool = Field(
description="Enable check upgradable plugin task",
default=True,
)
class PositionConfig(BaseSettings):
POSITION_PROVIDER_PINS: str = Field(
description="Comma-separated list of pinned model providers",
@@ -990,7 +896,6 @@ class FeatureConfig(
MultiModalTransferConfig,
PositionConfig,
RagEtlConfig,
RepositoryConfig,
SecurityConfig,
ToolConfig,
UpdateConfig,
@@ -1002,6 +907,5 @@ class FeatureConfig(
# hosted services config
HostedServiceConfig,
CeleryBeatConfig,
CeleryScheduleTasksConfig,
):
pass

View File

@@ -222,28 +222,11 @@ class HostedFetchAppTemplateConfig(BaseSettings):
)
class HostedFetchPipelineTemplateConfig(BaseSettings):
"""
Configuration for fetching pipeline templates
"""
HOSTED_FETCH_PIPELINE_TEMPLATES_MODE: str = Field(
description="Mode for fetching pipeline templates: remote, db, or builtin default to remote,",
default="database",
)
HOSTED_FETCH_PIPELINE_TEMPLATES_REMOTE_DOMAIN: str = Field(
description="Domain for fetching remote pipeline templates",
default="https://tmpl.dify.ai",
)
class HostedServiceConfig(
# place the configs in alphabet order
HostedAnthropicConfig,
HostedAzureOpenAiConfig,
HostedFetchAppTemplateConfig,
HostedFetchPipelineTemplateConfig,
HostedMinmaxConfig,
HostedOpenAiConfig,
HostedSparkConfig,

View File

@@ -10,7 +10,6 @@ from .storage.aliyun_oss_storage_config import AliyunOSSStorageConfig
from .storage.amazon_s3_storage_config import S3StorageConfig
from .storage.azure_blob_storage_config import AzureBlobStorageConfig
from .storage.baidu_obs_storage_config import BaiduOBSStorageConfig
from .storage.clickzetta_volume_storage_config import ClickZettaVolumeStorageConfig
from .storage.google_cloud_storage_config import GoogleCloudStorageConfig
from .storage.huawei_obs_storage_config import HuaweiCloudOBSStorageConfig
from .storage.oci_storage_config import OCIStorageConfig
@@ -21,7 +20,6 @@ from .storage.volcengine_tos_storage_config import VolcengineTOSStorageConfig
from .vdb.analyticdb_config import AnalyticdbConfig
from .vdb.baidu_vector_config import BaiduVectorDBConfig
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.huawei_cloud_config import HuaweiCloudConfig
@@ -54,7 +52,6 @@ class StorageConfig(BaseSettings):
"aliyun-oss",
"azure-blob",
"baidu-obs",
"clickzetta-volume",
"google-storage",
"huawei-obs",
"oci-storage",
@@ -64,9 +61,8 @@ class StorageConfig(BaseSettings):
"local",
] = Field(
description="Type of storage to use."
" Options: 'opendal', '(deprecated) local', 's3', 'aliyun-oss', 'azure-blob', 'baidu-obs', "
"'clickzetta-volume', 'google-storage', 'huawei-obs', 'oci-storage', 'tencent-cos', "
"'volcengine-tos', 'supabase'. Default is 'opendal'.",
" Options: 'opendal', '(deprecated) local', 's3', 'aliyun-oss', 'azure-blob', 'baidu-obs', 'google-storage', "
"'huawei-obs', 'oci-storage', 'tencent-cos', 'volcengine-tos', 'supabase'. Default is 'opendal'.",
default="opendal",
)
@@ -89,11 +85,6 @@ class VectorStoreConfig(BaseSettings):
default=False,
)
VECTOR_INDEX_NAME_PREFIX: Optional[str] = Field(
description="Prefix used to create collection name in vector database",
default="Vector_index",
)
class KeywordStoreConfig(BaseSettings):
KEYWORD_STORE: str = Field(
@@ -144,8 +135,7 @@ class DatabaseConfig(BaseSettings):
default="postgresql",
)
@computed_field # type: ignore[misc]
@property
@computed_field
def SQLALCHEMY_DATABASE_URI(self) -> str:
db_extras = (
f"{self.DB_EXTRAS}&client_encoding={self.DB_CHARSET}" if self.DB_CHARSET else self.DB_EXTRAS
@@ -172,11 +162,6 @@ class DatabaseConfig(BaseSettings):
default=3600,
)
SQLALCHEMY_POOL_USE_LIFO: bool = Field(
description="If True, SQLAlchemy will use last-in-first-out way to retrieve connections from pool.",
default=False,
)
SQLALCHEMY_POOL_PRE_PING: bool = Field(
description="If True, enables connection pool pre-ping feature to check connections.",
default=False,
@@ -214,14 +199,13 @@ class DatabaseConfig(BaseSettings):
"pool_recycle": self.SQLALCHEMY_POOL_RECYCLE,
"pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING,
"connect_args": connect_args,
"pool_use_lifo": self.SQLALCHEMY_POOL_USE_LIFO,
}
class CeleryConfig(DatabaseConfig):
CELERY_BACKEND: str = Field(
description="Backend for Celery task results. Options: 'database', 'redis', 'rabbitmq'.",
default="redis",
description="Backend for Celery task results. Options: 'database', 'redis'.",
default="database",
)
CELERY_BROKER_URL: Optional[str] = Field(
@@ -250,12 +234,11 @@ class CeleryConfig(DatabaseConfig):
@computed_field
def CELERY_RESULT_BACKEND(self) -> str | None:
if self.CELERY_BACKEND in ("database", "rabbitmq"):
return f"db+{self.SQLALCHEMY_DATABASE_URI}"
elif self.CELERY_BACKEND == "redis":
return self.CELERY_BROKER_URL
else:
return None
return (
"db+{}".format(self.SQLALCHEMY_DATABASE_URI)
if self.CELERY_BACKEND == "database"
else self.CELERY_BROKER_URL
)
@property
def BROKER_USE_SSL(self) -> bool:
@@ -308,7 +291,6 @@ class MiddlewareConfig(
AliyunOSSStorageConfig,
AzureBlobStorageConfig,
BaiduOBSStorageConfig,
ClickZettaVolumeStorageConfig,
GoogleCloudStorageConfig,
HuaweiCloudOBSStorageConfig,
OCIStorageConfig,
@@ -321,7 +303,6 @@ class MiddlewareConfig(
VectorStoreConfig,
AnalyticdbConfig,
ChromaConfig,
ClickzettaConfig,
HuaweiCloudConfig,
MilvusConfig,
MyScaleConfig,

View File

@@ -39,26 +39,6 @@ class RedisConfig(BaseSettings):
default=False,
)
REDIS_SSL_CERT_REQS: str = Field(
description="SSL certificate requirements (CERT_NONE, CERT_OPTIONAL, CERT_REQUIRED)",
default="CERT_NONE",
)
REDIS_SSL_CA_CERTS: Optional[str] = Field(
description="Path to the CA certificate file for SSL verification",
default=None,
)
REDIS_SSL_CERTFILE: Optional[str] = Field(
description="Path to the client certificate file for SSL authentication",
default=None,
)
REDIS_SSL_KEYFILE: Optional[str] = Field(
description="Path to the client private key file for SSL authentication",
default=None,
)
REDIS_USE_SENTINEL: Optional[bool] = Field(
description="Enable Redis Sentinel mode for high availability",
default=False,

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@@ -1,65 +0,0 @@
"""ClickZetta Volume Storage Configuration"""
from typing import Optional
from pydantic import Field
from pydantic_settings import BaseSettings
class ClickZettaVolumeStorageConfig(BaseSettings):
"""Configuration for ClickZetta Volume storage."""
CLICKZETTA_VOLUME_USERNAME: Optional[str] = Field(
description="Username for ClickZetta Volume authentication",
default=None,
)
CLICKZETTA_VOLUME_PASSWORD: Optional[str] = Field(
description="Password for ClickZetta Volume authentication",
default=None,
)
CLICKZETTA_VOLUME_INSTANCE: Optional[str] = Field(
description="ClickZetta instance identifier",
default=None,
)
CLICKZETTA_VOLUME_SERVICE: str = Field(
description="ClickZetta service endpoint",
default="api.clickzetta.com",
)
CLICKZETTA_VOLUME_WORKSPACE: str = Field(
description="ClickZetta workspace name",
default="quick_start",
)
CLICKZETTA_VOLUME_VCLUSTER: str = Field(
description="ClickZetta virtual cluster name",
default="default_ap",
)
CLICKZETTA_VOLUME_SCHEMA: str = Field(
description="ClickZetta schema name",
default="dify",
)
CLICKZETTA_VOLUME_TYPE: str = Field(
description="ClickZetta volume type (table|user|external)",
default="user",
)
CLICKZETTA_VOLUME_NAME: Optional[str] = Field(
description="ClickZetta volume name for external volumes",
default=None,
)
CLICKZETTA_VOLUME_TABLE_PREFIX: str = Field(
description="Prefix for ClickZetta volume table names",
default="dataset_",
)
CLICKZETTA_VOLUME_DIFY_PREFIX: str = Field(
description="Directory prefix for User Volume to organize Dify files",
default="dify_km",
)

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@@ -1,69 +0,0 @@
from typing import Optional
from pydantic import BaseModel, Field
class ClickzettaConfig(BaseModel):
"""
Clickzetta Lakehouse vector database configuration
"""
CLICKZETTA_USERNAME: Optional[str] = Field(
description="Username for authenticating with Clickzetta Lakehouse",
default=None,
)
CLICKZETTA_PASSWORD: Optional[str] = Field(
description="Password for authenticating with Clickzetta Lakehouse",
default=None,
)
CLICKZETTA_INSTANCE: Optional[str] = Field(
description="Clickzetta Lakehouse instance ID",
default=None,
)
CLICKZETTA_SERVICE: Optional[str] = Field(
description="Clickzetta API service endpoint (e.g., 'api.clickzetta.com')",
default="api.clickzetta.com",
)
CLICKZETTA_WORKSPACE: Optional[str] = Field(
description="Clickzetta workspace name",
default="default",
)
CLICKZETTA_VCLUSTER: Optional[str] = Field(
description="Clickzetta virtual cluster name",
default="default_ap",
)
CLICKZETTA_SCHEMA: Optional[str] = Field(
description="Database schema name in Clickzetta",
default="public",
)
CLICKZETTA_BATCH_SIZE: Optional[int] = Field(
description="Batch size for bulk insert operations",
default=100,
)
CLICKZETTA_ENABLE_INVERTED_INDEX: Optional[bool] = Field(
description="Enable inverted index for full-text search capabilities",
default=True,
)
CLICKZETTA_ANALYZER_TYPE: Optional[str] = Field(
description="Analyzer type for full-text search: keyword, english, chinese, unicode",
default="chinese",
)
CLICKZETTA_ANALYZER_MODE: Optional[str] = Field(
description="Analyzer mode for tokenization: max_word (fine-grained) or smart (intelligent)",
default="smart",
)
CLICKZETTA_VECTOR_DISTANCE_FUNCTION: Optional[str] = Field(
description="Distance function for vector similarity: l2_distance or cosine_distance",
default="cosine_distance",
)

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@@ -1,13 +1,12 @@
from typing import Optional
from pydantic import Field, PositiveInt, model_validator
from pydantic import Field, PositiveInt
from pydantic_settings import BaseSettings
class ElasticsearchConfig(BaseSettings):
"""
Configuration settings for both self-managed and Elastic Cloud deployments.
Can load from environment variables or .env files.
Configuration settings for Elasticsearch
"""
ELASTICSEARCH_HOST: Optional[str] = Field(
@@ -29,50 +28,3 @@ class ElasticsearchConfig(BaseSettings):
description="Password for authenticating with Elasticsearch (default is 'elastic')",
default="elastic",
)
# Elastic Cloud (optional)
ELASTICSEARCH_USE_CLOUD: Optional[bool] = Field(
description="Set to True to use Elastic Cloud instead of self-hosted Elasticsearch", default=False
)
ELASTICSEARCH_CLOUD_URL: Optional[str] = Field(
description="Full URL for Elastic Cloud deployment (e.g., 'https://example.es.region.aws.found.io:443')",
default=None,
)
ELASTICSEARCH_API_KEY: Optional[str] = Field(
description="API key for authenticating with Elastic Cloud", default=None
)
# Common options
ELASTICSEARCH_CA_CERTS: Optional[str] = Field(
description="Path to CA certificate file for SSL verification", default=None
)
ELASTICSEARCH_VERIFY_CERTS: bool = Field(
description="Whether to verify SSL certificates (default is False)", default=False
)
ELASTICSEARCH_REQUEST_TIMEOUT: int = Field(
description="Request timeout in milliseconds (default is 100000)", default=100000
)
ELASTICSEARCH_RETRY_ON_TIMEOUT: bool = Field(
description="Whether to retry requests on timeout (default is True)", default=True
)
ELASTICSEARCH_MAX_RETRIES: int = Field(
description="Maximum number of retry attempts (default is 10000)", default=10000
)
@model_validator(mode="after")
def validate_elasticsearch_config(self):
"""Validate Elasticsearch configuration based on deployment type."""
if self.ELASTICSEARCH_USE_CLOUD:
if not self.ELASTICSEARCH_CLOUD_URL:
raise ValueError("ELASTICSEARCH_CLOUD_URL is required when using Elastic Cloud")
if not self.ELASTICSEARCH_API_KEY:
raise ValueError("ELASTICSEARCH_API_KEY is required when using Elastic Cloud")
else:
if not self.ELASTICSEARCH_HOST:
raise ValueError("ELASTICSEARCH_HOST is required for self-hosted Elasticsearch")
if not self.ELASTICSEARCH_USERNAME:
raise ValueError("ELASTICSEARCH_USERNAME is required for self-hosted Elasticsearch")
if not self.ELASTICSEARCH_PASSWORD:
raise ValueError("ELASTICSEARCH_PASSWORD is required for self-hosted Elasticsearch")
return self

View File

@@ -28,8 +28,3 @@ class TableStoreConfig(BaseSettings):
description="AccessKey secret for the instance name",
default=None,
)
TABLESTORE_NORMALIZE_FULLTEXT_BM25_SCORE: bool = Field(
description="Whether to normalize full-text search scores to [0, 1]",
default=False,
)

View File

@@ -12,16 +12,6 @@ class OTelConfig(BaseSettings):
default=False,
)
OTLP_TRACE_ENDPOINT: str = Field(
description="OTLP trace endpoint",
default="",
)
OTLP_METRIC_ENDPOINT: str = Field(
description="OTLP metric endpoint",
default="",
)
OTLP_BASE_ENDPOINT: str = Field(
description="OTLP base endpoint",
default="http://localhost:4318",

View File

@@ -1,13 +1,17 @@
from pydantic import Field
from configs.packaging.pyproject import PyProjectConfig, PyProjectTomlConfig
from pydantic_settings import BaseSettings
class PackagingInfo(PyProjectTomlConfig):
class PackagingInfo(BaseSettings):
"""
Packaging build information
"""
CURRENT_VERSION: str = Field(
description="Dify version",
default="1.5.0",
)
COMMIT_SHA: str = Field(
description="SHA-1 checksum of the git commit used to build the app",
default="",

View File

@@ -1,17 +0,0 @@
from pydantic import BaseModel, Field
from pydantic_settings import BaseSettings
class PyProjectConfig(BaseModel):
version: str = Field(description="Dify version", default="")
class PyProjectTomlConfig(BaseSettings):
"""
configs in api/pyproject.toml
"""
project: PyProjectConfig = Field(
description="configs in the project section of pyproject.toml",
default=PyProjectConfig(),
)

View File

@@ -76,7 +76,7 @@ class ApolloClient:
code, body = http_request(url, timeout=3, headers=self._sign_headers(url))
if code == 200:
if not body:
logger.error("get_json_from_net load configs failed, body is %s", body)
logger.error(f"get_json_from_net load configs failed, body is {body}")
return None
data = json.loads(body)
data = data["configurations"]
@@ -207,7 +207,7 @@ class ApolloClient:
# if the length is 0 it is returned directly
if len(notifications) == 0:
return
url = f"{self.config_url}/notifications/v2"
url = "{}/notifications/v2".format(self.config_url)
params = {
"appId": self.app_id,
"cluster": self.cluster,
@@ -222,7 +222,7 @@ class ApolloClient:
return
if http_code == 200:
if not body:
logger.error("_long_poll load configs failed,body is %s", body)
logger.error(f"_long_poll load configs failed,body is {body}")
return
data = json.loads(body)
for entry in data:
@@ -273,12 +273,12 @@ class ApolloClient:
time.sleep(60 * 10) # 10 minutes
def _do_heart_beat(self, namespace):
url = f"{self.config_url}/configs/{self.app_id}/{self.cluster}/{namespace}?ip={self.ip}"
url = "{}/configs/{}/{}/{}?ip={}".format(self.config_url, self.app_id, self.cluster, namespace, self.ip)
try:
code, body = http_request(url, timeout=3, headers=self._sign_headers(url))
if code == 200:
if not body:
logger.error("_do_heart_beat load configs failed,body is %s", body)
logger.error(f"_do_heart_beat load configs failed,body is {body}")
return None
data = json.loads(body)
if self.last_release_key == data["releaseKey"]:

View File

@@ -24,7 +24,7 @@ def url_encode_wrapper(params):
def no_key_cache_key(namespace, key):
return f"{namespace}{len(namespace)}{key}"
return "{}{}{}".format(namespace, len(namespace), key)
# Returns whether the obtained value is obtained, and None if it does not

View File

@@ -1,7 +1,6 @@
from configs import dify_config
HIDDEN_VALUE = "[__HIDDEN__]"
UNKNOWN_VALUE = "[__UNKNOWN__]"
UUID_NIL = "00000000-0000-0000-0000-000000000000"
DEFAULT_FILE_NUMBER_LIMITS = 3
@@ -9,10 +8,10 @@ DEFAULT_FILE_NUMBER_LIMITS = 3
IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "webm"]
VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "mpga"]
VIDEO_EXTENSIONS.extend([ext.upper() for ext in VIDEO_EXTENSIONS])
AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "amr", "mpga"]
AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "webm", "amr"]
AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])

View File

@@ -28,5 +28,5 @@ def supported_language(lang):
if lang in languages:
return lang
error = f"{lang} is not a valid language."
error = "{lang} is not a valid language.".format(lang=lang)
raise ValueError(error)

View File

@@ -3,7 +3,6 @@ from threading import Lock
from typing import TYPE_CHECKING
from contexts.wrapper import RecyclableContextVar
from core.datasource.__base.datasource_provider import DatasourcePluginProviderController
if TYPE_CHECKING:
from core.model_runtime.entities.model_entities import AIModelEntity
@@ -34,11 +33,3 @@ plugin_model_schema_lock: RecyclableContextVar[Lock] = RecyclableContextVar(Cont
plugin_model_schemas: RecyclableContextVar[dict[str, "AIModelEntity"]] = RecyclableContextVar(
ContextVar("plugin_model_schemas")
)
datasource_plugin_providers: RecyclableContextVar[dict[str, "DatasourcePluginProviderController"]] = (
RecyclableContextVar(ContextVar("datasource_plugin_providers"))
)
datasource_plugin_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
ContextVar("datasource_plugin_providers_lock")
)

View File

@@ -1,7 +1,5 @@
from werkzeug.exceptions import HTTPException
from libs.exception import BaseHTTPException
class FilenameNotExistsError(HTTPException):
code = 400
@@ -11,27 +9,3 @@ class FilenameNotExistsError(HTTPException):
class RemoteFileUploadError(HTTPException):
code = 400
description = "Error uploading remote file."
class FileTooLargeError(BaseHTTPException):
error_code = "file_too_large"
description = "File size exceeded. {message}"
code = 413
class UnsupportedFileTypeError(BaseHTTPException):
error_code = "unsupported_file_type"
description = "File type not allowed."
code = 415
class TooManyFilesError(BaseHTTPException):
error_code = "too_many_files"
description = "Only one file is allowed."
code = 400
class NoFileUploadedError(BaseHTTPException):
error_code = "no_file_uploaded"
description = "Please upload your file."
code = 400

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@@ -56,7 +56,6 @@ from .app import (
conversation,
conversation_variables,
generator,
mcp_server,
message,
model_config,
ops_trace,
@@ -84,18 +83,8 @@ from .datasets import (
external,
hit_testing,
metadata,
upload_file,
website,
)
from .datasets.rag_pipeline import (
datasource_auth,
datasource_content_preview,
rag_pipeline,
rag_pipeline_datasets,
rag_pipeline_draft_variable,
rag_pipeline_import,
rag_pipeline_workflow,
)
# Import explore controllers
from .explore import (

View File

@@ -56,7 +56,7 @@ class InsertExploreAppListApi(Resource):
parser.add_argument("position", type=int, required=True, nullable=False, location="json")
args = parser.parse_args()
app = db.session.execute(select(App).where(App.id == args["app_id"])).scalar_one_or_none()
app = db.session.execute(select(App).filter(App.id == args["app_id"])).scalar_one_or_none()
if not app:
raise NotFound(f"App '{args['app_id']}' is not found")
@@ -74,7 +74,7 @@ class InsertExploreAppListApi(Resource):
with Session(db.engine) as session:
recommended_app = session.execute(
select(RecommendedApp).where(RecommendedApp.app_id == args["app_id"])
select(RecommendedApp).filter(RecommendedApp.app_id == args["app_id"])
).scalar_one_or_none()
if not recommended_app:
@@ -117,21 +117,21 @@ class InsertExploreAppApi(Resource):
def delete(self, app_id):
with Session(db.engine) as session:
recommended_app = session.execute(
select(RecommendedApp).where(RecommendedApp.app_id == str(app_id))
select(RecommendedApp).filter(RecommendedApp.app_id == str(app_id))
).scalar_one_or_none()
if not recommended_app:
return {"result": "success"}, 204
with Session(db.engine) as session:
app = session.execute(select(App).where(App.id == recommended_app.app_id)).scalar_one_or_none()
app = session.execute(select(App).filter(App.id == recommended_app.app_id)).scalar_one_or_none()
if app:
app.is_public = False
with Session(db.engine) as session:
installed_apps = session.execute(
select(InstalledApp).where(
select(InstalledApp).filter(
InstalledApp.app_id == recommended_app.app_id,
InstalledApp.tenant_id != InstalledApp.app_owner_tenant_id,
)

View File

@@ -61,7 +61,7 @@ class BaseApiKeyListResource(Resource):
_get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
keys = (
db.session.query(ApiToken)
.where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
.filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
.all()
)
return {"items": keys}
@@ -76,7 +76,7 @@ class BaseApiKeyListResource(Resource):
current_key_count = (
db.session.query(ApiToken)
.where(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
.filter(ApiToken.type == self.resource_type, getattr(ApiToken, self.resource_id_field) == resource_id)
.count()
)
@@ -117,7 +117,7 @@ class BaseApiKeyResource(Resource):
key = (
db.session.query(ApiToken)
.where(
.filter(
getattr(ApiToken, self.resource_id_field) == resource_id,
ApiToken.type == self.resource_type,
ApiToken.id == api_key_id,
@@ -128,7 +128,7 @@ class BaseApiKeyResource(Resource):
if key is None:
flask_restful.abort(404, message="API key not found")
db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
db.session.query(ApiToken).filter(ApiToken.id == api_key_id).delete()
db.session.commit()
return {"result": "success"}, 204

View File

@@ -3,8 +3,9 @@ from flask_login import current_user
from flask_restful import Resource, marshal, marshal_with, reqparse
from werkzeug.exceptions import Forbidden
from controllers.common.errors import NoFileUploadedError, TooManyFilesError
from controllers.console import api
from controllers.console.app.error import NoFileUploadedError
from controllers.console.datasets.error import TooManyFilesError
from controllers.console.wraps import (
account_initialization_required,
cloud_edition_billing_resource_check,
@@ -85,7 +86,7 @@ class AnnotationReplyActionStatusApi(Resource):
raise Forbidden()
job_id = str(job_id)
app_annotation_job_key = f"{action}_app_annotation_job_{str(job_id)}"
app_annotation_job_key = "{}_app_annotation_job_{}".format(action, str(job_id))
cache_result = redis_client.get(app_annotation_job_key)
if cache_result is None:
raise ValueError("The job does not exist.")
@@ -93,13 +94,13 @@ class AnnotationReplyActionStatusApi(Resource):
job_status = cache_result.decode()
error_msg = ""
if job_status == "error":
app_annotation_error_key = f"{action}_app_annotation_error_{str(job_id)}"
app_annotation_error_key = "{}_app_annotation_error_{}".format(action, str(job_id))
error_msg = redis_client.get(app_annotation_error_key).decode()
return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200
class AnnotationApi(Resource):
class AnnotationListApi(Resource):
@setup_required
@login_required
@account_initialization_required
@@ -122,6 +123,22 @@ class AnnotationApi(Resource):
}
return response, 200
class AnnotationExportApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, app_id):
if not current_user.is_editor:
raise Forbidden()
app_id = str(app_id)
annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)
response = {"data": marshal(annotation_list, annotation_fields)}
return response, 200
class AnnotationCreateApi(Resource):
@setup_required
@login_required
@account_initialization_required
@@ -139,48 +156,6 @@ class AnnotationApi(Resource):
annotation = AppAnnotationService.insert_app_annotation_directly(args, app_id)
return annotation
@setup_required
@login_required
@account_initialization_required
def delete(self, app_id):
if not current_user.is_editor:
raise Forbidden()
app_id = str(app_id)
# Use request.args.getlist to get annotation_ids array directly
annotation_ids = request.args.getlist("annotation_id")
# If annotation_ids are provided, handle batch deletion
if annotation_ids:
# Check if any annotation_ids contain empty strings or invalid values
if not all(annotation_id.strip() for annotation_id in annotation_ids if annotation_id):
return {
"code": "bad_request",
"message": "annotation_ids are required if the parameter is provided.",
}, 400
result = AppAnnotationService.delete_app_annotations_in_batch(app_id, annotation_ids)
return result, 204
# If no annotation_ids are provided, handle clearing all annotations
else:
AppAnnotationService.clear_all_annotations(app_id)
return {"result": "success"}, 204
class AnnotationExportApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, app_id):
if not current_user.is_editor:
raise Forbidden()
app_id = str(app_id)
annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)
response = {"data": marshal(annotation_list, annotation_fields)}
return response, 200
class AnnotationUpdateDeleteApi(Resource):
@setup_required
@@ -224,15 +199,14 @@ class AnnotationBatchImportApi(Resource):
raise Forbidden()
app_id = str(app_id)
# get file from request
file = request.files["file"]
# check file
if "file" not in request.files:
raise NoFileUploadedError()
if len(request.files) > 1:
raise TooManyFilesError()
# get file from request
file = request.files["file"]
# check file type
if not file.filename or not file.filename.lower().endswith(".csv"):
raise ValueError("Invalid file type. Only CSV files are allowed")
@@ -249,14 +223,14 @@ class AnnotationBatchImportStatusApi(Resource):
raise Forbidden()
job_id = str(job_id)
indexing_cache_key = f"app_annotation_batch_import_{str(job_id)}"
indexing_cache_key = "app_annotation_batch_import_{}".format(str(job_id))
cache_result = redis_client.get(indexing_cache_key)
if cache_result is None:
raise ValueError("The job does not exist.")
job_status = cache_result.decode()
error_msg = ""
if job_status == "error":
indexing_error_msg_key = f"app_annotation_batch_import_error_msg_{str(job_id)}"
indexing_error_msg_key = "app_annotation_batch_import_error_msg_{}".format(str(job_id))
error_msg = redis_client.get(indexing_error_msg_key).decode()
return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200
@@ -291,7 +265,7 @@ api.add_resource(AnnotationReplyActionApi, "/apps/<uuid:app_id>/annotation-reply
api.add_resource(
AnnotationReplyActionStatusApi, "/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>"
)
api.add_resource(AnnotationApi, "/apps/<uuid:app_id>/annotations")
api.add_resource(AnnotationListApi, "/apps/<uuid:app_id>/annotations")
api.add_resource(AnnotationExportApi, "/apps/<uuid:app_id>/annotations/export")
api.add_resource(AnnotationUpdateDeleteApi, "/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
api.add_resource(AnnotationBatchImportApi, "/apps/<uuid:app_id>/annotations/batch-import")

View File

@@ -28,12 +28,6 @@ from services.feature_service import FeatureService
ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
def _validate_description_length(description):
if description and len(description) > 400:
raise ValueError("Description cannot exceed 400 characters.")
return description
class AppListApi(Resource):
@setup_required
@login_required
@@ -100,7 +94,7 @@ class AppListApi(Resource):
"""Create app"""
parser = reqparse.RequestParser()
parser.add_argument("name", type=str, required=True, location="json")
parser.add_argument("description", type=_validate_description_length, location="json")
parser.add_argument("description", type=str, location="json")
parser.add_argument("mode", type=str, choices=ALLOW_CREATE_APP_MODES, location="json")
parser.add_argument("icon_type", type=str, location="json")
parser.add_argument("icon", type=str, location="json")
@@ -152,12 +146,11 @@ class AppApi(Resource):
parser = reqparse.RequestParser()
parser.add_argument("name", type=str, required=True, nullable=False, location="json")
parser.add_argument("description", type=_validate_description_length, location="json")
parser.add_argument("description", type=str, location="json")
parser.add_argument("icon_type", type=str, location="json")
parser.add_argument("icon", type=str, location="json")
parser.add_argument("icon_background", type=str, location="json")
parser.add_argument("use_icon_as_answer_icon", type=bool, location="json")
parser.add_argument("max_active_requests", type=int, location="json")
args = parser.parse_args()
app_service = AppService()
@@ -195,7 +188,7 @@ class AppCopyApi(Resource):
parser = reqparse.RequestParser()
parser.add_argument("name", type=str, location="json")
parser.add_argument("description", type=_validate_description_length, location="json")
parser.add_argument("description", type=str, location="json")
parser.add_argument("icon_type", type=str, location="json")
parser.add_argument("icon", type=str, location="json")
parser.add_argument("icon_background", type=str, location="json")

View File

@@ -90,11 +90,23 @@ class ChatMessageTextApi(Resource):
message_id = args.get("message_id", None)
text = args.get("text", None)
voice = args.get("voice", None)
response = AudioService.transcript_tts(
app_model=app_model, text=text, voice=voice, message_id=message_id, is_draft=True
)
if (
app_model.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}
and app_model.workflow
and app_model.workflow.features_dict
):
text_to_speech = app_model.workflow.features_dict.get("text_to_speech")
if text_to_speech is None:
raise ValueError("TTS is not enabled")
voice = args.get("voice") or text_to_speech.get("voice")
else:
try:
if app_model.app_model_config is None:
raise ValueError("AppModelConfig not found")
voice = args.get("voice") or app_model.app_model_config.text_to_speech_dict.get("voice")
except Exception:
voice = None
response = AudioService.transcript_tts(app_model=app_model, text=text, message_id=message_id, voice=voice)
return response
except services.errors.app_model_config.AppModelConfigBrokenError:
logging.exception("App model config broken.")

View File

@@ -1,7 +1,6 @@
import logging
import flask_login
from flask import request
from flask_restful import Resource, reqparse
from werkzeug.exceptions import InternalServerError, NotFound
@@ -25,7 +24,6 @@ from core.errors.error import (
ProviderTokenNotInitError,
QuotaExceededError,
)
from core.helper.trace_id_helper import get_external_trace_id
from core.model_runtime.errors.invoke import InvokeError
from libs import helper
from libs.helper import uuid_value
@@ -117,10 +115,6 @@ class ChatMessageApi(Resource):
streaming = args["response_mode"] != "blocking"
args["auto_generate_name"] = False
external_trace_id = get_external_trace_id(request)
if external_trace_id:
args["external_trace_id"] = external_trace_id
account = flask_login.current_user
try:

View File

@@ -1,4 +1,4 @@
from datetime import datetime
from datetime import UTC, datetime
import pytz # pip install pytz
from flask_login import current_user
@@ -19,7 +19,6 @@ from fields.conversation_fields import (
conversation_pagination_fields,
conversation_with_summary_pagination_fields,
)
from libs.datetime_utils import naive_utc_now
from libs.helper import DatetimeString
from libs.login import login_required
from models import Conversation, EndUser, Message, MessageAnnotation
@@ -49,10 +48,10 @@ class CompletionConversationApi(Resource):
query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.mode == "completion")
if args["keyword"]:
query = query.join(Message, Message.conversation_id == Conversation.id).where(
query = query.join(Message, Message.conversation_id == Conversation.id).filter(
or_(
Message.query.ilike(f"%{args['keyword']}%"),
Message.answer.ilike(f"%{args['keyword']}%"),
Message.query.ilike("%{}%".format(args["keyword"])),
Message.answer.ilike("%{}%".format(args["keyword"])),
)
)
@@ -121,7 +120,7 @@ class CompletionConversationDetailApi(Resource):
conversation = (
db.session.query(Conversation)
.where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
.filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
.first()
)
@@ -174,14 +173,14 @@ class ChatConversationApi(Resource):
query = db.select(Conversation).where(Conversation.app_id == app_model.id)
if args["keyword"]:
keyword_filter = f"%{args['keyword']}%"
keyword_filter = "%{}%".format(args["keyword"])
query = (
query.join(
Message,
Message.conversation_id == Conversation.id,
)
.join(subquery, subquery.c.conversation_id == Conversation.id)
.where(
.filter(
or_(
Message.query.ilike(keyword_filter),
Message.answer.ilike(keyword_filter),
@@ -286,7 +285,7 @@ class ChatConversationDetailApi(Resource):
conversation = (
db.session.query(Conversation)
.where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
.filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
.first()
)
@@ -308,7 +307,7 @@ api.add_resource(ChatConversationDetailApi, "/apps/<uuid:app_id>/chat-conversati
def _get_conversation(app_model, conversation_id):
conversation = (
db.session.query(Conversation)
.where(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
.filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id)
.first()
)
@@ -316,7 +315,7 @@ def _get_conversation(app_model, conversation_id):
raise NotFound("Conversation Not Exists.")
if not conversation.read_at:
conversation.read_at = naive_utc_now()
conversation.read_at = datetime.now(UTC).replace(tzinfo=None)
conversation.read_account_id = current_user.id
db.session.commit()

View File

@@ -79,6 +79,18 @@ class ProviderNotSupportSpeechToTextError(BaseHTTPException):
code = 400
class NoFileUploadedError(BaseHTTPException):
error_code = "no_file_uploaded"
description = "Please upload your file."
code = 400
class TooManyFilesError(BaseHTTPException):
error_code = "too_many_files"
description = "Only one file is allowed."
code = 400
class DraftWorkflowNotExist(BaseHTTPException):
error_code = "draft_workflow_not_exist"
description = "Draft workflow need to be initialized."

View File

@@ -1,3 +1,5 @@
import os
from flask_login import current_user
from flask_restful import Resource, reqparse
@@ -27,12 +29,15 @@ class RuleGenerateApi(Resource):
args = parser.parse_args()
account = current_user
PROMPT_GENERATION_MAX_TOKENS = int(os.getenv("PROMPT_GENERATION_MAX_TOKENS", "512"))
try:
rules = LLMGenerator.generate_rule_config(
tenant_id=account.current_tenant_id,
instruction=args["instruction"],
model_config=args["model_config"],
no_variable=args["no_variable"],
rule_config_max_tokens=PROMPT_GENERATION_MAX_TOKENS,
)
except ProviderTokenNotInitError as ex:
raise ProviderNotInitializeError(ex.description)
@@ -59,12 +64,14 @@ class RuleCodeGenerateApi(Resource):
args = parser.parse_args()
account = current_user
CODE_GENERATION_MAX_TOKENS = int(os.getenv("CODE_GENERATION_MAX_TOKENS", "1024"))
try:
code_result = LLMGenerator.generate_code(
tenant_id=account.current_tenant_id,
instruction=args["instruction"],
model_config=args["model_config"],
code_language=args["code_language"],
max_tokens=CODE_GENERATION_MAX_TOKENS,
)
except ProviderTokenNotInitError as ex:
raise ProviderNotInitializeError(ex.description)

View File

@@ -1,119 +0,0 @@
import json
from enum import StrEnum
from flask_login import current_user
from flask_restful import Resource, marshal_with, reqparse
from werkzeug.exceptions import NotFound
from controllers.console import api
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from extensions.ext_database import db
from fields.app_fields import app_server_fields
from libs.login import login_required
from models.model import AppMCPServer
class AppMCPServerStatus(StrEnum):
ACTIVE = "active"
INACTIVE = "inactive"
class AppMCPServerController(Resource):
@setup_required
@login_required
@account_initialization_required
@get_app_model
@marshal_with(app_server_fields)
def get(self, app_model):
server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == app_model.id).first()
return server
@setup_required
@login_required
@account_initialization_required
@get_app_model
@marshal_with(app_server_fields)
def post(self, app_model):
if not current_user.is_editor:
raise NotFound()
parser = reqparse.RequestParser()
parser.add_argument("description", type=str, required=False, location="json")
parser.add_argument("parameters", type=dict, required=True, location="json")
args = parser.parse_args()
description = args.get("description")
if not description:
description = app_model.description or ""
server = AppMCPServer(
name=app_model.name,
description=description,
parameters=json.dumps(args["parameters"], ensure_ascii=False),
status=AppMCPServerStatus.ACTIVE,
app_id=app_model.id,
tenant_id=current_user.current_tenant_id,
server_code=AppMCPServer.generate_server_code(16),
)
db.session.add(server)
db.session.commit()
return server
@setup_required
@login_required
@account_initialization_required
@get_app_model
@marshal_with(app_server_fields)
def put(self, app_model):
if not current_user.is_editor:
raise NotFound()
parser = reqparse.RequestParser()
parser.add_argument("id", type=str, required=True, location="json")
parser.add_argument("description", type=str, required=False, location="json")
parser.add_argument("parameters", type=dict, required=True, location="json")
parser.add_argument("status", type=str, required=False, location="json")
args = parser.parse_args()
server = db.session.query(AppMCPServer).where(AppMCPServer.id == args["id"]).first()
if not server:
raise NotFound()
description = args.get("description")
if description is None:
pass
elif not description:
server.description = app_model.description or ""
else:
server.description = description
server.parameters = json.dumps(args["parameters"], ensure_ascii=False)
if args["status"]:
if args["status"] not in [status.value for status in AppMCPServerStatus]:
raise ValueError("Invalid status")
server.status = args["status"]
db.session.commit()
return server
class AppMCPServerRefreshController(Resource):
@setup_required
@login_required
@account_initialization_required
@marshal_with(app_server_fields)
def get(self, server_id):
if not current_user.is_editor:
raise NotFound()
server = (
db.session.query(AppMCPServer)
.where(AppMCPServer.id == server_id)
.where(AppMCPServer.tenant_id == current_user.current_tenant_id)
.first()
)
if not server:
raise NotFound()
server.server_code = AppMCPServer.generate_server_code(16)
db.session.commit()
return server
api.add_resource(AppMCPServerController, "/apps/<uuid:app_id>/server")
api.add_resource(AppMCPServerRefreshController, "/apps/<uuid:server_id>/server/refresh")

View File

@@ -55,7 +55,7 @@ class ChatMessageListApi(Resource):
conversation = (
db.session.query(Conversation)
.where(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id)
.filter(Conversation.id == args["conversation_id"], Conversation.app_id == app_model.id)
.first()
)
@@ -65,7 +65,7 @@ class ChatMessageListApi(Resource):
if args["first_id"]:
first_message = (
db.session.query(Message)
.where(Message.conversation_id == conversation.id, Message.id == args["first_id"])
.filter(Message.conversation_id == conversation.id, Message.id == args["first_id"])
.first()
)
@@ -74,7 +74,7 @@ class ChatMessageListApi(Resource):
history_messages = (
db.session.query(Message)
.where(
.filter(
Message.conversation_id == conversation.id,
Message.created_at < first_message.created_at,
Message.id != first_message.id,
@@ -86,7 +86,7 @@ class ChatMessageListApi(Resource):
else:
history_messages = (
db.session.query(Message)
.where(Message.conversation_id == conversation.id)
.filter(Message.conversation_id == conversation.id)
.order_by(Message.created_at.desc())
.limit(args["limit"])
.all()
@@ -97,7 +97,7 @@ class ChatMessageListApi(Resource):
current_page_first_message = history_messages[-1]
rest_count = (
db.session.query(Message)
.where(
.filter(
Message.conversation_id == conversation.id,
Message.created_at < current_page_first_message.created_at,
Message.id != current_page_first_message.id,
@@ -183,7 +183,7 @@ class MessageAnnotationCountApi(Resource):
@account_initialization_required
@get_app_model
def get(self, app_model):
count = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app_model.id).count()
count = db.session.query(MessageAnnotation).filter(MessageAnnotation.app_id == app_model.id).count()
return {"count": count}
@@ -230,7 +230,7 @@ class MessageApi(Resource):
def get(self, app_model, message_id):
message_id = str(message_id)
message = db.session.query(Message).where(Message.id == message_id, Message.app_id == app_model.id).first()
message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first()
if not message:
raise NotFound("Message Not Exists.")

View File

@@ -42,7 +42,7 @@ class ModelConfigResource(Resource):
if app_model.mode == AppMode.AGENT_CHAT.value or app_model.is_agent:
# get original app model config
original_app_model_config = (
db.session.query(AppModelConfig).where(AppModelConfig.id == app_model.app_model_config_id).first()
db.session.query(AppModelConfig).filter(AppModelConfig.id == app_model.app_model_config_id).first()
)
if original_app_model_config is None:
raise ValueError("Original app model config not found")

View File

@@ -1,3 +1,5 @@
from datetime import UTC, datetime
from flask_login import current_user
from flask_restful import Resource, marshal_with, reqparse
from werkzeug.exceptions import Forbidden, NotFound
@@ -8,7 +10,6 @@ from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from extensions.ext_database import db
from fields.app_fields import app_site_fields
from libs.datetime_utils import naive_utc_now
from libs.login import login_required
from models import Site
@@ -49,7 +50,7 @@ class AppSite(Resource):
if not current_user.is_editor:
raise Forbidden()
site = db.session.query(Site).where(Site.app_id == app_model.id).first()
site = db.session.query(Site).filter(Site.app_id == app_model.id).first()
if not site:
raise NotFound
@@ -76,7 +77,7 @@ class AppSite(Resource):
setattr(site, attr_name, value)
site.updated_by = current_user.id
site.updated_at = naive_utc_now()
site.updated_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
return site
@@ -93,14 +94,14 @@ class AppSiteAccessTokenReset(Resource):
if not current_user.is_admin_or_owner:
raise Forbidden()
site = db.session.query(Site).where(Site.app_id == app_model.id).first()
site = db.session.query(Site).filter(Site.app_id == app_model.id).first()
if not site:
raise NotFound
site.code = Site.generate_code(16)
site.updated_by = current_user.id
site.updated_at = naive_utc_now()
site.updated_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
return site

View File

@@ -2,7 +2,6 @@ from datetime import datetime
from decimal import Decimal
import pytz
import sqlalchemy as sa
from flask import jsonify
from flask_login import current_user
from flask_restful import Resource, reqparse
@@ -10,11 +9,10 @@ from flask_restful import Resource, reqparse
from controllers.console import api
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from core.app.entities.app_invoke_entities import InvokeFrom
from extensions.ext_database import db
from libs.helper import DatetimeString
from libs.login import login_required
from models import AppMode, Message
from models.model import AppMode
class DailyMessageStatistic(Resource):
@@ -67,7 +65,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append({"date": str(i.date), "message_count": i.message_count})
@@ -87,41 +85,46 @@ class DailyConversationStatistic(Resource):
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """SELECT
DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
COUNT(DISTINCT messages.conversation_id) AS conversation_count
FROM
messages
WHERE
app_id = :app_id"""
arg_dict = {"tz": account.timezone, "app_id": app_model.id}
timezone = pytz.timezone(account.timezone)
utc_timezone = pytz.utc
stmt = (
sa.select(
sa.func.date(
sa.func.date_trunc("day", sa.text("created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz"))
).label("date"),
sa.func.count(sa.distinct(Message.conversation_id)).label("conversation_count"),
)
.select_from(Message)
.where(Message.app_id == app_model.id, Message.invoke_from != InvokeFrom.DEBUGGER.value)
)
if args["start"]:
start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M")
start_datetime = start_datetime.replace(second=0)
start_datetime_timezone = timezone.localize(start_datetime)
start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
stmt = stmt.where(Message.created_at >= start_datetime_utc)
sql_query += " AND created_at >= :start"
arg_dict["start"] = start_datetime_utc
if args["end"]:
end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
end_datetime = end_datetime.replace(second=0)
end_datetime_timezone = timezone.localize(end_datetime)
end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
stmt = stmt.where(Message.created_at < end_datetime_utc)
stmt = stmt.group_by("date").order_by("date")
sql_query += " AND created_at < :end"
arg_dict["end"] = end_datetime_utc
sql_query += " GROUP BY date ORDER BY date"
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(stmt, {"tz": account.timezone})
for row in rs:
response_data.append({"date": str(row.date), "conversation_count": row.conversation_count})
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append({"date": str(i.date), "conversation_count": i.conversation_count})
return jsonify({"data": response_data})
@@ -176,7 +179,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
@@ -234,7 +237,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append(
{"date": str(i.date), "token_count": i.token_count, "total_price": i.total_price, "currency": "USD"}
@@ -310,7 +313,7 @@ ORDER BY
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append(
{"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}
@@ -373,7 +376,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append(
{
@@ -435,7 +438,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append({"date": str(i.date), "latency": round(i.latency * 1000, 4)})
@@ -495,7 +498,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append({"date": str(i.date), "tps": round(i.tokens_per_second, 4)})

View File

@@ -23,7 +23,6 @@ from core.app.app_config.features.file_upload.manager import FileUploadConfigMan
from core.app.apps.base_app_queue_manager import AppQueueManager
from core.app.entities.app_invoke_entities import InvokeFrom
from core.file.models import File
from core.helper.trace_id_helper import get_external_trace_id
from extensions.ext_database import db
from factories import file_factory, variable_factory
from fields.workflow_fields import workflow_fields, workflow_pagination_fields
@@ -186,10 +185,6 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
args = parser.parse_args()
external_trace_id = get_external_trace_id(request)
if external_trace_id:
args["external_trace_id"] = external_trace_id
try:
response = AppGenerateService.generate(
app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=True
@@ -378,10 +373,6 @@ class DraftWorkflowRunApi(Resource):
parser.add_argument("files", type=list, required=False, location="json")
args = parser.parse_args()
external_trace_id = get_external_trace_id(request)
if external_trace_id:
args["external_trace_id"] = external_trace_id
try:
response = AppGenerateService.generate(
app_model=app_model,

View File

@@ -68,18 +68,13 @@ def _create_pagination_parser():
return parser
def _serialize_variable_type(workflow_draft_var: WorkflowDraftVariable) -> str:
value_type = workflow_draft_var.value_type
return value_type.exposed_type().value
_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS = {
"id": fields.String,
"type": fields.String(attribute=lambda model: model.get_variable_type()),
"name": fields.String,
"description": fields.String,
"selector": fields.List(fields.String, attribute=lambda model: model.get_selector()),
"value_type": fields.String(attribute=_serialize_variable_type),
"value_type": fields.String,
"edited": fields.Boolean(attribute=lambda model: model.edited),
"visible": fields.Boolean,
}
@@ -95,7 +90,7 @@ _WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS = {
"name": fields.String,
"description": fields.String,
"selector": fields.List(fields.String, attribute=lambda model: model.get_selector()),
"value_type": fields.String(attribute=_serialize_variable_type),
"value_type": fields.String,
"edited": fields.Boolean(attribute=lambda model: model.edited),
"visible": fields.Boolean,
}
@@ -163,11 +158,11 @@ class WorkflowVariableCollectionApi(Resource):
draft_var_srv = WorkflowDraftVariableService(
session=session,
)
workflow_vars = draft_var_srv.list_variables_without_values(
app_id=app_model.id,
page=args.page,
limit=args.limit,
)
workflow_vars = draft_var_srv.list_variables_without_values(
app_id=app_model.id,
page=args.page,
limit=args.limit,
)
return workflow_vars
@@ -401,7 +396,7 @@ class EnvironmentVariableCollectionApi(Resource):
"name": v.name,
"description": v.description,
"selector": v.selector,
"value_type": v.value_type.exposed_type().value,
"value_type": v.value_type.value,
"value": v.value,
# Do not track edited for env vars.
"edited": False,

View File

@@ -2,7 +2,6 @@ from datetime import datetime
from decimal import Decimal
import pytz
import sqlalchemy as sa
from flask import jsonify
from flask_login import current_user
from flask_restful import Resource, reqparse
@@ -72,7 +71,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append({"date": str(i.date), "runs": i.runs})
@@ -134,7 +133,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append({"date": str(i.date), "terminal_count": i.terminal_count})
@@ -196,7 +195,7 @@ WHERE
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append(
{
@@ -278,7 +277,7 @@ GROUP BY
response_data = []
with db.engine.begin() as conn:
rs = conn.execute(sa.text(sql_query), arg_dict)
rs = conn.execute(db.text(sql_query), arg_dict)
for i in rs:
response_data.append(
{"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))}

View File

@@ -11,7 +11,7 @@ from models import App, AppMode
def _load_app_model(app_id: str) -> Optional[App]:
app_model = (
db.session.query(App)
.where(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
.filter(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
.first()
)
return app_model
@@ -35,6 +35,8 @@ def get_app_model(view: Optional[Callable] = None, *, mode: Union[AppMode, list[
raise AppNotFoundError()
app_mode = AppMode.value_of(app_model.mode)
if app_mode == AppMode.CHANNEL:
raise AppNotFoundError()
if mode is not None:
if isinstance(mode, list):

View File

@@ -1,3 +1,5 @@
import datetime
from flask import request
from flask_restful import Resource, reqparse
@@ -5,7 +7,6 @@ from constants.languages import supported_language
from controllers.console import api
from controllers.console.error import AlreadyActivateError
from extensions.ext_database import db
from libs.datetime_utils import naive_utc_now
from libs.helper import StrLen, email, extract_remote_ip, timezone
from models.account import AccountStatus
from services.account_service import AccountService, RegisterService
@@ -64,7 +65,7 @@ class ActivateApi(Resource):
account.timezone = args["timezone"]
account.interface_theme = "light"
account.status = AccountStatus.ACTIVE.value
account.initialized_at = naive_utc_now()
account.initialized_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
db.session.commit()
token_pair = AccountService.login(account, ip_address=extract_remote_ip(request))

View File

@@ -41,7 +41,7 @@ class OAuthDataSource(Resource):
if not internal_secret:
return ({"error": "Internal secret is not set"},)
oauth_provider.save_internal_access_token(internal_secret)
return {"data": "internal"}
return {"data": ""}
else:
auth_url = oauth_provider.get_authorization_url()
return {"data": auth_url}, 200
@@ -81,7 +81,7 @@ class OAuthDataSourceBinding(Resource):
oauth_provider.get_access_token(code)
except requests.exceptions.HTTPError as e:
logging.exception(
"An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text
f"An error occurred during the OAuthCallback process with {provider}: {e.response.text}"
)
return {"error": "OAuth data source process failed"}, 400
@@ -103,9 +103,7 @@ class OAuthDataSourceSync(Resource):
try:
oauth_provider.sync_data_source(binding_id)
except requests.exceptions.HTTPError as e:
logging.exception(
"An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text
)
logging.exception(f"An error occurred during the OAuthCallback process with {provider}: {e.response.text}")
return {"error": "OAuth data source process failed"}, 400
return {"result": "success"}, 200

View File

@@ -27,19 +27,7 @@ class InvalidTokenError(BaseHTTPException):
class PasswordResetRateLimitExceededError(BaseHTTPException):
error_code = "password_reset_rate_limit_exceeded"
description = "Too many password reset emails have been sent. Please try again in 1 minute."
code = 429
class EmailChangeRateLimitExceededError(BaseHTTPException):
error_code = "email_change_rate_limit_exceeded"
description = "Too many email change emails have been sent. Please try again in 1 minute."
code = 429
class OwnerTransferRateLimitExceededError(BaseHTTPException):
error_code = "owner_transfer_rate_limit_exceeded"
description = "Too many owner transfer emails have been sent. Please try again in 1 minute."
description = "Too many password reset emails have been sent. Please try again in 1 minutes."
code = 429
@@ -77,39 +65,3 @@ class EmailPasswordResetLimitError(BaseHTTPException):
error_code = "email_password_reset_limit"
description = "Too many failed password reset attempts. Please try again in 24 hours."
code = 429
class EmailChangeLimitError(BaseHTTPException):
error_code = "email_change_limit"
description = "Too many failed email change attempts. Please try again in 24 hours."
code = 429
class EmailAlreadyInUseError(BaseHTTPException):
error_code = "email_already_in_use"
description = "A user with this email already exists."
code = 400
class OwnerTransferLimitError(BaseHTTPException):
error_code = "owner_transfer_limit"
description = "Too many failed owner transfer attempts. Please try again in 24 hours."
code = 429
class NotOwnerError(BaseHTTPException):
error_code = "not_owner"
description = "You are not the owner of the workspace."
code = 400
class CannotTransferOwnerToSelfError(BaseHTTPException):
error_code = "cannot_transfer_owner_to_self"
description = "You cannot transfer ownership to yourself."
code = 400
class MemberNotInTenantError(BaseHTTPException):
error_code = "member_not_in_tenant"
description = "The member is not in the workspace."
code = 400

View File

@@ -1,4 +1,5 @@
import logging
from datetime import UTC, datetime
from typing import Optional
import requests
@@ -12,7 +13,6 @@ from configs import dify_config
from constants.languages import languages
from events.tenant_event import tenant_was_created
from extensions.ext_database import db
from libs.datetime_utils import naive_utc_now
from libs.helper import extract_remote_ip
from libs.oauth import GitHubOAuth, GoogleOAuth, OAuthUserInfo
from models import Account
@@ -80,7 +80,7 @@ class OAuthCallback(Resource):
user_info = oauth_provider.get_user_info(token)
except requests.exceptions.RequestException as e:
error_text = e.response.text if e.response else str(e)
logging.exception("An error occurred during the OAuth process with %s: %s", provider, error_text)
logging.exception(f"An error occurred during the OAuth process with {provider}: {error_text}")
return {"error": "OAuth process failed"}, 400
if invite_token and RegisterService.is_valid_invite_token(invite_token):
@@ -110,7 +110,7 @@ class OAuthCallback(Resource):
if account.status == AccountStatus.PENDING.value:
account.status = AccountStatus.ACTIVE.value
account.initialized_at = naive_utc_now()
account.initialized_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
try:

View File

@@ -1,6 +1,5 @@
import datetime
import json
from collections.abc import Generator
from typing import cast
from flask import request
from flask_login import current_user
@@ -11,18 +10,14 @@ from werkzeug.exceptions import NotFound
from controllers.console import api
from controllers.console.wraps import account_initialization_required, setup_required
from core.datasource.entities.datasource_entities import DatasourceProviderType, OnlineDocumentPagesMessage
from core.datasource.online_document.online_document_plugin import OnlineDocumentDatasourcePlugin
from core.indexing_runner import IndexingRunner
from core.rag.extractor.entity.extract_setting import ExtractSetting
from core.rag.extractor.notion_extractor import NotionExtractor
from extensions.ext_database import db
from fields.data_source_fields import integrate_list_fields, integrate_notion_info_list_fields
from libs.datetime_utils import naive_utc_now
from libs.login import login_required
from models import DataSourceOauthBinding, Document
from services.dataset_service import DatasetService, DocumentService
from services.datasource_provider_service import DatasourceProviderService
from tasks.document_indexing_sync_task import document_indexing_sync_task
@@ -35,7 +30,7 @@ class DataSourceApi(Resource):
# get workspace data source integrates
data_source_integrates = (
db.session.query(DataSourceOauthBinding)
.where(
.filter(
DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
DataSourceOauthBinding.disabled == False,
)
@@ -93,7 +88,7 @@ class DataSourceApi(Resource):
if action == "enable":
if data_source_binding.disabled:
data_source_binding.disabled = False
data_source_binding.updated_at = naive_utc_now()
data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
db.session.add(data_source_binding)
db.session.commit()
else:
@@ -102,7 +97,7 @@ class DataSourceApi(Resource):
if action == "disable":
if not data_source_binding.disabled:
data_source_binding.disabled = True
data_source_binding.updated_at = naive_utc_now()
data_source_binding.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
db.session.add(data_source_binding)
db.session.commit()
else:
@@ -117,18 +112,6 @@ class DataSourceNotionListApi(Resource):
@marshal_with(integrate_notion_info_list_fields)
def get(self):
dataset_id = request.args.get("dataset_id", default=None, type=str)
credential_id = request.args.get("credential_id", default=None, type=str)
if not credential_id:
raise ValueError("Credential id is required.")
datasource_provider_service = DatasourceProviderService()
credential = datasource_provider_service.get_datasource_credentials(
tenant_id=current_user.current_tenant_id,
credential_id=credential_id,
provider="notion_datasource",
plugin_id="langgenius/notion_datasource",
)
if not credential:
raise NotFound("Credential not found.")
exist_page_ids = []
with Session(db.engine) as session:
# import notion in the exist dataset
@@ -152,49 +135,31 @@ class DataSourceNotionListApi(Resource):
data_source_info = json.loads(document.data_source_info)
exist_page_ids.append(data_source_info["notion_page_id"])
# get all authorized pages
from core.datasource.datasource_manager import DatasourceManager
datasource_runtime = DatasourceManager.get_datasource_runtime(
provider_id="langgenius/notion_datasource/notion_datasource",
datasource_name="notion_datasource",
tenant_id=current_user.current_tenant_id,
datasource_type=DatasourceProviderType.ONLINE_DOCUMENT,
)
datasource_provider_service = DatasourceProviderService()
if credential:
datasource_runtime.runtime.credentials = credential
datasource_runtime = cast(OnlineDocumentDatasourcePlugin, datasource_runtime)
online_document_result: Generator[OnlineDocumentPagesMessage, None, None] = (
datasource_runtime.get_online_document_pages(
user_id=current_user.id,
datasource_parameters={},
provider_type=datasource_runtime.datasource_provider_type(),
data_source_bindings = session.scalars(
select(DataSourceOauthBinding).filter_by(
tenant_id=current_user.current_tenant_id, provider="notion", disabled=False
)
)
try:
pages = []
workspace_info = {}
for message in online_document_result:
result = message.result
for info in result:
workspace_info = {
"workspace_id": info.workspace_id,
"workspace_name": info.workspace_name,
"workspace_icon": info.workspace_icon,
}
for page in info.pages:
page_info = {
"page_id": page.page_id,
"page_name": page.page_name,
"type": page.type,
"parent_id": page.parent_id,
"is_bound": page.page_id in exist_page_ids,
"page_icon": page.page_icon,
}
pages.append(page_info)
except Exception as e:
raise e
return {"notion_info": {**workspace_info, "pages": pages}}, 200
).all()
if not data_source_bindings:
return {"notion_info": []}, 200
pre_import_info_list = []
for data_source_binding in data_source_bindings:
source_info = data_source_binding.source_info
pages = source_info["pages"]
# Filter out already bound pages
for page in pages:
if page["page_id"] in exist_page_ids:
page["is_bound"] = True
else:
page["is_bound"] = False
pre_import_info = {
"workspace_name": source_info["workspace_name"],
"workspace_icon": source_info["workspace_icon"],
"workspace_id": source_info["workspace_id"],
"pages": pages,
}
pre_import_info_list.append(pre_import_info)
return {"notion_info": pre_import_info_list}, 200
class DataSourceNotionApi(Resource):
@@ -202,25 +167,27 @@ class DataSourceNotionApi(Resource):
@login_required
@account_initialization_required
def get(self, workspace_id, page_id, page_type):
credential_id = request.args.get("credential_id", default=None, type=str)
if not credential_id:
raise ValueError("Credential id is required.")
datasource_provider_service = DatasourceProviderService()
credential = datasource_provider_service.get_datasource_credentials(
tenant_id=current_user.current_tenant_id,
credential_id=credential_id,
provider="notion_datasource",
plugin_id="langgenius/notion_datasource",
)
workspace_id = str(workspace_id)
page_id = str(page_id)
with Session(db.engine) as session:
data_source_binding = session.execute(
select(DataSourceOauthBinding).filter(
db.and_(
DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
DataSourceOauthBinding.provider == "notion",
DataSourceOauthBinding.disabled == False,
DataSourceOauthBinding.source_info["workspace_id"] == f'"{workspace_id}"',
)
)
).scalar_one_or_none()
if not data_source_binding:
raise NotFound("Data source binding not found.")
extractor = NotionExtractor(
notion_workspace_id=workspace_id,
notion_obj_id=page_id,
notion_page_type=page_type,
notion_access_token=credential.get("integration_secret"),
notion_access_token=data_source_binding.access_token,
tenant_id=current_user.current_tenant_id,
)
@@ -245,12 +212,10 @@ class DataSourceNotionApi(Resource):
extract_settings = []
for notion_info in notion_info_list:
workspace_id = notion_info["workspace_id"]
credential_id = notion_info.get("credential_id")
for page in notion_info["pages"]:
extract_setting = ExtractSetting(
datasource_type="notion_import",
notion_info={
"credential_id": credential_id,
"notion_workspace_id": workspace_id,
"notion_obj_id": page["page_id"],
"notion_page_type": page["type"],

View File

@@ -41,7 +41,7 @@ def _validate_name(name):
def _validate_description_length(description):
if description and len(description) > 400:
if len(description) > 400:
raise ValueError("Description cannot exceed 400 characters.")
return description
@@ -113,7 +113,7 @@ class DatasetListApi(Resource):
)
parser.add_argument(
"description",
type=_validate_description_length,
type=str,
nullable=True,
required=False,
default="",
@@ -211,6 +211,10 @@ class DatasetApi(Resource):
else:
data["embedding_available"] = True
if data.get("permission") == "partial_members":
part_users_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str)
data.update({"partial_member_list": part_users_list})
return data, 200
@setup_required
@@ -279,15 +283,6 @@ class DatasetApi(Resource):
location="json",
help="Invalid external knowledge api id.",
)
parser.add_argument(
"icon_info",
type=dict,
required=False,
nullable=True,
location="json",
help="Invalid icon info.",
)
args = parser.parse_args()
data = request.get_json()
@@ -421,7 +416,7 @@ class DatasetIndexingEstimateApi(Resource):
file_ids = args["info_list"]["file_info_list"]["file_ids"]
file_details = (
db.session.query(UploadFile)
.where(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id.in_(file_ids))
.filter(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id.in_(file_ids))
.all()
)
@@ -438,12 +433,10 @@ class DatasetIndexingEstimateApi(Resource):
notion_info_list = args["info_list"]["notion_info_list"]
for notion_info in notion_info_list:
workspace_id = notion_info["workspace_id"]
credential_id = notion_info.get("credential_id")
for page in notion_info["pages"]:
extract_setting = ExtractSetting(
datasource_type="notion_import",
notion_info={
"credential_id": credential_id,
"notion_workspace_id": workspace_id,
"notion_obj_id": page["page_id"],
"notion_page_type": page["type"],
@@ -528,14 +521,14 @@ class DatasetIndexingStatusApi(Resource):
dataset_id = str(dataset_id)
documents = (
db.session.query(Document)
.where(Document.dataset_id == dataset_id, Document.tenant_id == current_user.current_tenant_id)
.filter(Document.dataset_id == dataset_id, Document.tenant_id == current_user.current_tenant_id)
.all()
)
documents_status = []
for document in documents:
completed_segments = (
db.session.query(DocumentSegment)
.where(
.filter(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != "re_segment",
@@ -544,7 +537,7 @@ class DatasetIndexingStatusApi(Resource):
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.count()
)
# Create a dictionary with document attributes and additional fields
@@ -579,7 +572,7 @@ class DatasetApiKeyApi(Resource):
def get(self):
keys = (
db.session.query(ApiToken)
.where(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
.filter(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
.all()
)
return {"items": keys}
@@ -595,7 +588,7 @@ class DatasetApiKeyApi(Resource):
current_key_count = (
db.session.query(ApiToken)
.where(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
.filter(ApiToken.type == self.resource_type, ApiToken.tenant_id == current_user.current_tenant_id)
.count()
)
@@ -631,7 +624,7 @@ class DatasetApiDeleteApi(Resource):
key = (
db.session.query(ApiToken)
.where(
.filter(
ApiToken.tenant_id == current_user.current_tenant_id,
ApiToken.type == self.resource_type,
ApiToken.id == api_key_id,
@@ -642,7 +635,7 @@ class DatasetApiDeleteApi(Resource):
if key is None:
flask_restful.abort(404, message="API key not found")
db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
db.session.query(ApiToken).filter(ApiToken.id == api_key_id).delete()
db.session.commit()
return {"result": "success"}, 204
@@ -694,7 +687,6 @@ class DatasetRetrievalSettingApi(Resource):
| VectorType.HUAWEI_CLOUD
| VectorType.TENCENT
| VectorType.MATRIXONE
| VectorType.CLICKZETTA
):
return {
"retrieval_method": [
@@ -743,7 +735,6 @@ class DatasetRetrievalSettingMockApi(Resource):
| VectorType.TENCENT
| VectorType.HUAWEI_CLOUD
| VectorType.MATRIXONE
| VectorType.CLICKZETTA
):
return {
"retrieval_method": [

View File

@@ -1,6 +1,6 @@
import json
import logging
from argparse import ArgumentTypeError
from datetime import UTC, datetime
from typing import cast
from flask import request
@@ -49,10 +49,8 @@ from fields.document_fields import (
document_status_fields,
document_with_segments_fields,
)
from libs.datetime_utils import naive_utc_now
from libs.login import login_required
from models import Dataset, DatasetProcessRule, Document, DocumentSegment, UploadFile
from models.dataset import DocumentPipelineExecutionLog
from services.dataset_service import DatasetService, DocumentService
from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
@@ -126,7 +124,7 @@ class GetProcessRuleApi(Resource):
# get the latest process rule
dataset_process_rule = (
db.session.query(DatasetProcessRule)
.where(DatasetProcessRule.dataset_id == document.dataset_id)
.filter(DatasetProcessRule.dataset_id == document.dataset_id)
.order_by(DatasetProcessRule.created_at.desc())
.limit(1)
.one_or_none()
@@ -178,7 +176,7 @@ class DatasetDocumentListApi(Resource):
if search:
search = f"%{search}%"
query = query.where(Document.name.like(search))
query = query.filter(Document.name.like(search))
if sort.startswith("-"):
sort_logic = desc
@@ -214,7 +212,7 @@ class DatasetDocumentListApi(Resource):
for document in documents:
completed_segments = (
db.session.query(DocumentSegment)
.where(
.filter(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != "re_segment",
@@ -223,7 +221,7 @@ class DatasetDocumentListApi(Resource):
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.count()
)
document.completed_segments = completed_segments
@@ -419,7 +417,7 @@ class DocumentIndexingEstimateApi(DocumentResource):
file = (
db.session.query(UploadFile)
.where(UploadFile.tenant_id == document.tenant_id, UploadFile.id == file_id)
.filter(UploadFile.tenant_id == document.tenant_id, UploadFile.id == file_id)
.first()
)
@@ -494,7 +492,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
file_id = data_source_info["upload_file_id"]
file_detail = (
db.session.query(UploadFile)
.where(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id == file_id)
.filter(UploadFile.tenant_id == current_user.current_tenant_id, UploadFile.id == file_id)
.first()
)
@@ -510,7 +508,6 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
extract_setting = ExtractSetting(
datasource_type="notion_import",
notion_info={
"credential_id": data_source_info["credential_id"],
"notion_workspace_id": data_source_info["notion_workspace_id"],
"notion_obj_id": data_source_info["notion_page_id"],
"notion_page_type": data_source_info["type"],
@@ -571,7 +568,7 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
for document in documents:
completed_segments = (
db.session.query(DocumentSegment)
.where(
.filter(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document.id),
DocumentSegment.status != "re_segment",
@@ -580,7 +577,7 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.filter(DocumentSegment.document_id == str(document.id), DocumentSegment.status != "re_segment")
.count()
)
# Create a dictionary with document attributes and additional fields
@@ -614,7 +611,7 @@ class DocumentIndexingStatusApi(DocumentResource):
completed_segments = (
db.session.query(DocumentSegment)
.where(
.filter(
DocumentSegment.completed_at.isnot(None),
DocumentSegment.document_id == str(document_id),
DocumentSegment.status != "re_segment",
@@ -623,7 +620,7 @@ class DocumentIndexingStatusApi(DocumentResource):
)
total_segments = (
db.session.query(DocumentSegment)
.where(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
.filter(DocumentSegment.document_id == str(document_id), DocumentSegment.status != "re_segment")
.count()
)
@@ -645,7 +642,7 @@ class DocumentIndexingStatusApi(DocumentResource):
return marshal(document_dict, document_status_fields)
class DocumentApi(DocumentResource):
class DocumentDetailApi(DocumentResource):
METADATA_CHOICES = {"all", "only", "without"}
@setup_required
@@ -664,7 +661,7 @@ class DocumentApi(DocumentResource):
response = {"id": document.id, "doc_type": document.doc_type, "doc_metadata": document.doc_metadata_details}
elif metadata == "without":
dataset_process_rules = DatasetService.get_process_rules(dataset_id)
document_process_rules = document.dataset_process_rule.to_dict() if document.dataset_process_rule else {}
document_process_rules = document.dataset_process_rule.to_dict()
data_source_info = document.data_source_detail_dict
response = {
"id": document.id,
@@ -733,6 +730,45 @@ class DocumentApi(DocumentResource):
return response, 200
class DocumentProcessingApi(DocumentResource):
@setup_required
@login_required
@account_initialization_required
@cloud_edition_billing_rate_limit_check("knowledge")
def patch(self, dataset_id, document_id, action):
dataset_id = str(dataset_id)
document_id = str(document_id)
document = self.get_document(dataset_id, document_id)
# The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
if not current_user.is_dataset_editor:
raise Forbidden()
if action == "pause":
if document.indexing_status != "indexing":
raise InvalidActionError("Document not in indexing state.")
document.paused_by = current_user.id
document.paused_at = datetime.now(UTC).replace(tzinfo=None)
document.is_paused = True
db.session.commit()
elif action == "resume":
if document.indexing_status not in {"paused", "error"}:
raise InvalidActionError("Document not in paused or error state.")
document.paused_by = None
document.paused_at = None
document.is_paused = False
db.session.commit()
else:
raise InvalidActionError()
return {"result": "success"}, 200
class DocumentDeleteApi(DocumentResource):
@setup_required
@login_required
@account_initialization_required
@@ -756,43 +792,6 @@ class DocumentApi(DocumentResource):
return {"result": "success"}, 204
class DocumentProcessingApi(DocumentResource):
@setup_required
@login_required
@account_initialization_required
@cloud_edition_billing_rate_limit_check("knowledge")
def patch(self, dataset_id, document_id, action):
dataset_id = str(dataset_id)
document_id = str(document_id)
document = self.get_document(dataset_id, document_id)
# The role of the current user in the ta table must be admin, owner, dataset_operator, or editor
if not current_user.is_dataset_editor:
raise Forbidden()
if action == "pause":
if document.indexing_status != "indexing":
raise InvalidActionError("Document not in indexing state.")
document.paused_by = current_user.id
document.paused_at = naive_utc_now()
document.is_paused = True
db.session.commit()
elif action == "resume":
if document.indexing_status not in {"paused", "error"}:
raise InvalidActionError("Document not in paused or error state.")
document.paused_by = None
document.paused_at = None
document.is_paused = False
db.session.commit()
else:
raise InvalidActionError()
return {"result": "success"}, 200
class DocumentMetadataApi(DocumentResource):
@setup_required
@login_required
@@ -831,7 +830,7 @@ class DocumentMetadataApi(DocumentResource):
document.doc_metadata[key] = value
document.doc_type = doc_type
document.updated_at = naive_utc_now()
document.updated_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
return {"result": "success", "message": "Document metadata updated."}, 200
@@ -971,7 +970,7 @@ class DocumentRetryApi(DocumentResource):
raise DocumentAlreadyFinishedError()
retry_documents.append(document)
except Exception:
logging.exception("Failed to retry document, document id: %s", document_id)
logging.exception(f"Failed to retry document, document id: {document_id}")
continue
# retry document
DocumentService.retry_document(dataset_id, retry_documents)
@@ -1029,41 +1028,6 @@ class WebsiteDocumentSyncApi(DocumentResource):
return {"result": "success"}, 200
class DocumentPipelineExecutionLogApi(DocumentResource):
@setup_required
@login_required
@account_initialization_required
def get(self, dataset_id, document_id):
dataset_id = str(dataset_id)
document_id = str(document_id)
dataset = DatasetService.get_dataset(dataset_id)
if not dataset:
raise NotFound("Dataset not found.")
document = DocumentService.get_document(dataset.id, document_id)
if not document:
raise NotFound("Document not found.")
log = (
db.session.query(DocumentPipelineExecutionLog)
.filter_by(document_id=document_id)
.order_by(DocumentPipelineExecutionLog.created_at.desc())
.first()
)
if not log:
return {
"datasource_info": None,
"datasource_type": None,
"input_data": None,
"datasource_node_id": None,
}, 200
return {
"datasource_info": json.loads(log.datasource_info),
"datasource_type": log.datasource_type,
"input_data": log.input_data,
"datasource_node_id": log.datasource_node_id,
}, 200
api.add_resource(GetProcessRuleApi, "/datasets/process-rule")
api.add_resource(DatasetDocumentListApi, "/datasets/<uuid:dataset_id>/documents")
api.add_resource(DatasetInitApi, "/datasets/init")
@@ -1073,10 +1037,11 @@ api.add_resource(
api.add_resource(DocumentBatchIndexingEstimateApi, "/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-estimate")
api.add_resource(DocumentBatchIndexingStatusApi, "/datasets/<uuid:dataset_id>/batch/<string:batch>/indexing-status")
api.add_resource(DocumentIndexingStatusApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/indexing-status")
api.add_resource(DocumentApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
api.add_resource(DocumentDetailApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
api.add_resource(
DocumentProcessingApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/<string:action>"
)
api.add_resource(DocumentDeleteApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>")
api.add_resource(DocumentMetadataApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/metadata")
api.add_resource(DocumentStatusApi, "/datasets/<uuid:dataset_id>/documents/status/<string:action>/batch")
api.add_resource(DocumentPauseApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/processing/pause")
@@ -1085,6 +1050,3 @@ api.add_resource(DocumentRetryApi, "/datasets/<uuid:dataset_id>/retry")
api.add_resource(DocumentRenameApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/rename")
api.add_resource(WebsiteDocumentSyncApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/website-sync")
api.add_resource(
DocumentPipelineExecutionLogApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/pipeline-execution-log"
)

View File

@@ -1,5 +1,6 @@
import uuid
import pandas as pd
from flask import request
from flask_login import current_user
from flask_restful import Resource, marshal, reqparse
@@ -13,6 +14,8 @@ from controllers.console.datasets.error import (
ChildChunkDeleteIndexError,
ChildChunkIndexingError,
InvalidActionError,
NoFileUploadedError,
TooManyFilesError,
)
from controllers.console.wraps import (
account_initialization_required,
@@ -29,7 +32,6 @@ from extensions.ext_redis import redis_client
from fields.segment_fields import child_chunk_fields, segment_fields
from libs.login import login_required
from models.dataset import ChildChunk, DocumentSegment
from models.model import UploadFile
from services.dataset_service import DatasetService, DocumentService, SegmentService
from services.entities.knowledge_entities.knowledge_entities import ChildChunkUpdateArgs, SegmentUpdateArgs
from services.errors.chunk import ChildChunkDeleteIndexError as ChildChunkDeleteIndexServiceError
@@ -76,7 +78,7 @@ class DatasetDocumentSegmentListApi(Resource):
query = (
select(DocumentSegment)
.where(
.filter(
DocumentSegment.document_id == str(document_id),
DocumentSegment.tenant_id == current_user.current_tenant_id,
)
@@ -84,19 +86,19 @@ class DatasetDocumentSegmentListApi(Resource):
)
if status_list:
query = query.where(DocumentSegment.status.in_(status_list))
query = query.filter(DocumentSegment.status.in_(status_list))
if hit_count_gte is not None:
query = query.where(DocumentSegment.hit_count >= hit_count_gte)
query = query.filter(DocumentSegment.hit_count >= hit_count_gte)
if keyword:
query = query.where(DocumentSegment.content.ilike(f"%{keyword}%"))
if args["enabled"].lower() != "all":
if args["enabled"].lower() == "true":
query = query.where(DocumentSegment.enabled == True)
query = query.filter(DocumentSegment.enabled == True)
elif args["enabled"].lower() == "false":
query = query.where(DocumentSegment.enabled == False)
query = query.filter(DocumentSegment.enabled == False)
segments = db.paginate(select=query, page=page, per_page=limit, max_per_page=100, error_out=False)
@@ -182,7 +184,7 @@ class DatasetDocumentSegmentApi(Resource):
raise ProviderNotInitializeError(ex.description)
segment_ids = request.args.getlist("segment_id")
document_indexing_cache_key = f"document_{document.id}_indexing"
document_indexing_cache_key = "document_{}_indexing".format(document.id)
cache_result = redis_client.get(document_indexing_cache_key)
if cache_result is not None:
raise InvalidActionError("Document is being indexed, please try again later")
@@ -283,7 +285,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
segment_id = str(segment_id)
segment = (
db.session.query(DocumentSegment)
.where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.first()
)
if not segment:
@@ -329,7 +331,7 @@ class DatasetDocumentSegmentUpdateApi(Resource):
segment_id = str(segment_id)
segment = (
db.session.query(DocumentSegment)
.where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.first()
)
if not segment:
@@ -363,28 +365,37 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
document = DocumentService.get_document(dataset_id, document_id)
if not document:
raise NotFound("Document not found.")
# get file from request
file = request.files["file"]
# check file
if "file" not in request.files:
raise NoFileUploadedError()
parser = reqparse.RequestParser()
parser.add_argument("upload_file_id", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
upload_file_id = args["upload_file_id"]
upload_file = db.session.query(UploadFile).where(UploadFile.id == upload_file_id).first()
if not upload_file:
raise NotFound("UploadFile not found.")
if len(request.files) > 1:
raise TooManyFilesError()
# check file type
if not upload_file.name or not upload_file.name.lower().endswith(".csv"):
if not file.filename or not file.filename.lower().endswith(".csv"):
raise ValueError("Invalid file type. Only CSV files are allowed")
try:
# Skip the first row
df = pd.read_csv(file)
result = []
for index, row in df.iterrows():
if document.doc_form == "qa_model":
data = {"content": row.iloc[0], "answer": row.iloc[1]}
else:
data = {"content": row.iloc[0]}
result.append(data)
if len(result) == 0:
raise ValueError("The CSV file is empty.")
# async job
job_id = str(uuid.uuid4())
indexing_cache_key = f"segment_batch_import_{str(job_id)}"
indexing_cache_key = "segment_batch_import_{}".format(str(job_id))
# send batch add segments task
redis_client.setnx(indexing_cache_key, "waiting")
batch_create_segment_to_index_task.delay(
str(job_id), upload_file_id, dataset_id, document_id, current_user.current_tenant_id, current_user.id
str(job_id), result, dataset_id, document_id, current_user.current_tenant_id, current_user.id
)
except Exception as e:
return {"error": str(e)}, 500
@@ -395,7 +406,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
@account_initialization_required
def get(self, job_id):
job_id = str(job_id)
indexing_cache_key = f"segment_batch_import_{job_id}"
indexing_cache_key = "segment_batch_import_{}".format(job_id)
cache_result = redis_client.get(indexing_cache_key)
if cache_result is None:
raise ValueError("The job does not exist.")
@@ -425,7 +436,7 @@ class ChildChunkAddApi(Resource):
segment_id = str(segment_id)
segment = (
db.session.query(DocumentSegment)
.where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.first()
)
if not segment:
@@ -482,7 +493,7 @@ class ChildChunkAddApi(Resource):
segment_id = str(segment_id)
segment = (
db.session.query(DocumentSegment)
.where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.first()
)
if not segment:
@@ -529,7 +540,7 @@ class ChildChunkAddApi(Resource):
segment_id = str(segment_id)
segment = (
db.session.query(DocumentSegment)
.where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.first()
)
if not segment:
@@ -575,7 +586,7 @@ class ChildChunkUpdateApi(Resource):
segment_id = str(segment_id)
segment = (
db.session.query(DocumentSegment)
.where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.first()
)
if not segment:
@@ -584,7 +595,7 @@ class ChildChunkUpdateApi(Resource):
child_chunk_id = str(child_chunk_id)
child_chunk = (
db.session.query(ChildChunk)
.where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
.filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
.first()
)
if not child_chunk:
@@ -624,7 +635,7 @@ class ChildChunkUpdateApi(Resource):
segment_id = str(segment_id)
segment = (
db.session.query(DocumentSegment)
.where(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.filter(DocumentSegment.id == str(segment_id), DocumentSegment.tenant_id == current_user.current_tenant_id)
.first()
)
if not segment:
@@ -633,7 +644,7 @@ class ChildChunkUpdateApi(Resource):
child_chunk_id = str(child_chunk_id)
child_chunk = (
db.session.query(ChildChunk)
.where(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
.filter(ChildChunk.id == str(child_chunk_id), ChildChunk.tenant_id == current_user.current_tenant_id)
.first()
)
if not child_chunk:

View File

@@ -1,6 +1,36 @@
from libs.exception import BaseHTTPException
class NoFileUploadedError(BaseHTTPException):
error_code = "no_file_uploaded"
description = "Please upload your file."
code = 400
class TooManyFilesError(BaseHTTPException):
error_code = "too_many_files"
description = "Only one file is allowed."
code = 400
class FileTooLargeError(BaseHTTPException):
error_code = "file_too_large"
description = "File size exceeded. {message}"
code = 413
class UnsupportedFileTypeError(BaseHTTPException):
error_code = "unsupported_file_type"
description = "File type not allowed."
code = 415
class HighQualityDatasetOnlyError(BaseHTTPException):
error_code = "high_quality_dataset_only"
description = "Current operation only supports 'high-quality' datasets."
code = 400
class DatasetNotInitializedError(BaseHTTPException):
error_code = "dataset_not_initialized"
description = "The dataset is still being initialized or indexing. Please wait a moment."
@@ -71,9 +101,3 @@ class ChildChunkDeleteIndexError(BaseHTTPException):
error_code = "child_chunk_delete_index_error"
description = "Delete child chunk index failed: {message}"
code = 500
class PipelineNotFoundError(BaseHTTPException):
error_code = "pipeline_not_found"
description = "Pipeline not found."
code = 404

View File

@@ -22,8 +22,8 @@ class DatasetMetadataCreateApi(Resource):
@marshal_with(dataset_metadata_fields)
def post(self, dataset_id):
parser = reqparse.RequestParser()
parser.add_argument("type", type=str, required=True, nullable=False, location="json")
parser.add_argument("name", type=str, required=True, nullable=False, location="json")
parser.add_argument("type", type=str, required=True, nullable=True, location="json")
parser.add_argument("name", type=str, required=True, nullable=True, location="json")
args = parser.parse_args()
metadata_args = MetadataArgs(**args)
@@ -56,7 +56,7 @@ class DatasetMetadataApi(Resource):
@marshal_with(dataset_metadata_fields)
def patch(self, dataset_id, metadata_id):
parser = reqparse.RequestParser()
parser.add_argument("name", type=str, required=True, nullable=False, location="json")
parser.add_argument("name", type=str, required=True, nullable=True, location="json")
args = parser.parse_args()
dataset_id_str = str(dataset_id)
@@ -127,7 +127,7 @@ class DocumentMetadataEditApi(Resource):
DatasetService.check_dataset_permission(dataset, current_user)
parser = reqparse.RequestParser()
parser.add_argument("operation_data", type=list, required=True, nullable=False, location="json")
parser.add_argument("operation_data", type=list, required=True, nullable=True, location="json")
args = parser.parse_args()
metadata_args = MetadataOperationData(**args)

View File

@@ -1,365 +0,0 @@
from fastapi.encoders import jsonable_encoder
from flask import make_response, redirect, request
from flask_login import current_user # type: ignore
from flask_restful import ( # type: ignore
Resource, # type: ignore
reqparse,
)
from werkzeug.exceptions import Forbidden, NotFound
from configs import dify_config
from controllers.console import api
from controllers.console.wraps import (
account_initialization_required,
setup_required,
)
from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.plugin.entities.plugin import DatasourceProviderID
from core.plugin.impl.oauth import OAuthHandler
from libs.helper import StrLen
from libs.login import login_required
from services.datasource_provider_service import DatasourceProviderService
from services.plugin.oauth_service import OAuthProxyService
class DatasourcePluginOAuthAuthorizationUrl(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, provider_id: str):
user = current_user
tenant_id = user.current_tenant_id
if not current_user.is_editor:
raise Forbidden()
credential_id = request.args.get("credential_id")
datasource_provider_id = DatasourceProviderID(provider_id)
provider_name = datasource_provider_id.provider_name
plugin_id = datasource_provider_id.plugin_id
oauth_config = DatasourceProviderService().get_oauth_client(
tenant_id=tenant_id,
datasource_provider_id=datasource_provider_id,
)
if not oauth_config:
raise ValueError(f"No OAuth Client Config for {provider_id}")
context_id = OAuthProxyService.create_proxy_context(
user_id=current_user.id,
tenant_id=tenant_id,
plugin_id=plugin_id,
provider=provider_name,
credential_id=credential_id,
)
oauth_handler = OAuthHandler()
redirect_uri = f"{dify_config.CONSOLE_API_URL}/console/api/oauth/plugin/{provider_id}/datasource/callback"
authorization_url_response = oauth_handler.get_authorization_url(
tenant_id=tenant_id,
user_id=user.id,
plugin_id=plugin_id,
provider=provider_name,
redirect_uri=redirect_uri,
system_credentials=oauth_config,
)
response = make_response(jsonable_encoder(authorization_url_response))
response.set_cookie(
"context_id",
context_id,
httponly=True,
samesite="Lax",
max_age=OAuthProxyService.__MAX_AGE__,
)
return response
class DatasourceOAuthCallback(Resource):
@setup_required
def get(self, provider_id: str):
context_id = request.cookies.get("context_id") or request.args.get("context_id")
if not context_id:
raise Forbidden("context_id not found")
context = OAuthProxyService.use_proxy_context(context_id)
if context is None:
raise Forbidden("Invalid context_id")
user_id, tenant_id = context.get("user_id"), context.get("tenant_id")
datasource_provider_id = DatasourceProviderID(provider_id)
plugin_id = datasource_provider_id.plugin_id
datasource_provider_service = DatasourceProviderService()
oauth_client_params = datasource_provider_service.get_oauth_client(
tenant_id=tenant_id,
datasource_provider_id=datasource_provider_id,
)
if not oauth_client_params:
raise NotFound()
redirect_uri = f"{dify_config.CONSOLE_API_URL}/console/api/oauth/plugin/{provider_id}/datasource/callback"
oauth_handler = OAuthHandler()
oauth_response = oauth_handler.get_credentials(
tenant_id=tenant_id,
user_id=user_id,
plugin_id=plugin_id,
provider=datasource_provider_id.provider_name,
redirect_uri=redirect_uri,
system_credentials=oauth_client_params,
request=request,
)
credential_id = context.get("credential_id")
if credential_id:
datasource_provider_service.reauthorize_datasource_oauth_provider(
tenant_id=tenant_id,
provider_id=datasource_provider_id,
avatar_url=oauth_response.metadata.get("avatar_url") or None,
name=oauth_response.metadata.get("name") or None,
expire_at=oauth_response.expires_at,
credentials=dict(oauth_response.credentials),
credential_id=context.get("credential_id"),
)
else:
datasource_provider_service.add_datasource_oauth_provider(
tenant_id=tenant_id,
provider_id=datasource_provider_id,
avatar_url=oauth_response.metadata.get("avatar_url") or None,
name=oauth_response.metadata.get("name") or None,
expire_at=oauth_response.expires_at,
credentials=dict(oauth_response.credentials),
)
return redirect(f"{dify_config.CONSOLE_WEB_URL}/oauth-callback")
class DatasourceAuth(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self, provider_id: str):
if not current_user.is_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument(
"name", type=StrLen(max_length=100), required=False, nullable=True, location="json", default=None
)
parser.add_argument("credentials", type=dict, required=True, nullable=False, location="json")
args = parser.parse_args()
datasource_provider_id = DatasourceProviderID(provider_id)
datasource_provider_service = DatasourceProviderService()
try:
datasource_provider_service.add_datasource_api_key_provider(
tenant_id=current_user.current_tenant_id,
provider_id=datasource_provider_id,
credentials=args["credentials"],
name=args["name"],
)
except CredentialsValidateFailedError as ex:
raise ValueError(str(ex))
return {"result": "success"}, 200
@setup_required
@login_required
@account_initialization_required
def get(self, provider_id: str):
datasource_provider_id = DatasourceProviderID(provider_id)
datasource_provider_service = DatasourceProviderService()
datasources = datasource_provider_service.list_datasource_credentials(
tenant_id=current_user.current_tenant_id,
provider=datasource_provider_id.provider_name,
plugin_id=datasource_provider_id.plugin_id,
)
return {"result": datasources}, 200
class DatasourceAuthDeleteApi(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self, provider_id: str):
datasource_provider_id = DatasourceProviderID(provider_id)
plugin_id = datasource_provider_id.plugin_id
provider_name = datasource_provider_id.provider_name
if not current_user.is_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
datasource_provider_service = DatasourceProviderService()
datasource_provider_service.remove_datasource_credentials(
tenant_id=current_user.current_tenant_id,
auth_id=args["credential_id"],
provider=provider_name,
plugin_id=plugin_id,
)
return {"result": "success"}, 200
class DatasourceAuthUpdateApi(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self, provider_id: str):
datasource_provider_id = DatasourceProviderID(provider_id)
parser = reqparse.RequestParser()
parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
parser.add_argument("name", type=StrLen(max_length=100), required=False, nullable=True, location="json")
parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
if not current_user.is_editor:
raise Forbidden()
datasource_provider_service = DatasourceProviderService()
datasource_provider_service.update_datasource_credentials(
tenant_id=current_user.current_tenant_id,
auth_id=args["credential_id"],
provider=datasource_provider_id.provider_name,
plugin_id=datasource_provider_id.plugin_id,
credentials=args.get("credentials", {}),
name=args.get("name", None),
)
return {"result": "success"}, 201
class DatasourceAuthListApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self):
datasource_provider_service = DatasourceProviderService()
datasources = datasource_provider_service.get_all_datasource_credentials(
tenant_id=current_user.current_tenant_id
)
return {"result": jsonable_encoder(datasources)}, 200
class DatasourceHardCodeAuthListApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self):
datasource_provider_service = DatasourceProviderService()
datasources = datasource_provider_service.get_hard_code_datasource_credentials(
tenant_id=current_user.current_tenant_id
)
return {"result": jsonable_encoder(datasources)}, 200
class DatasourceAuthOauthCustomClient(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self, provider_id: str):
if not current_user.is_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("client_params", type=dict, required=False, nullable=True, location="json")
parser.add_argument("enable_oauth_custom_client", type=bool, required=False, nullable=True, location="json")
args = parser.parse_args()
datasource_provider_id = DatasourceProviderID(provider_id)
datasource_provider_service = DatasourceProviderService()
datasource_provider_service.setup_oauth_custom_client_params(
tenant_id=current_user.current_tenant_id,
datasource_provider_id=datasource_provider_id,
client_params=args.get("client_params", {}),
enabled=args.get("enable_oauth_custom_client", False),
)
return {"result": "success"}, 200
@setup_required
@login_required
@account_initialization_required
def delete(self, provider_id: str):
datasource_provider_id = DatasourceProviderID(provider_id)
datasource_provider_service = DatasourceProviderService()
datasource_provider_service.remove_oauth_custom_client_params(
tenant_id=current_user.current_tenant_id,
datasource_provider_id=datasource_provider_id,
)
return {"result": "success"}, 200
class DatasourceAuthDefaultApi(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self, provider_id: str):
if not current_user.is_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("id", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
datasource_provider_id = DatasourceProviderID(provider_id)
datasource_provider_service = DatasourceProviderService()
datasource_provider_service.set_default_datasource_provider(
tenant_id=current_user.current_tenant_id,
datasource_provider_id=datasource_provider_id,
credential_id=args["id"],
)
return {"result": "success"}, 200
class DatasourceUpdateProviderNameApi(Resource):
@setup_required
@login_required
@account_initialization_required
def post(self, provider_id: str):
if not current_user.is_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("name", type=StrLen(max_length=100), required=True, nullable=False, location="json")
parser.add_argument("credential_id", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
datasource_provider_id = DatasourceProviderID(provider_id)
datasource_provider_service = DatasourceProviderService()
datasource_provider_service.update_datasource_provider_name(
tenant_id=current_user.current_tenant_id,
datasource_provider_id=datasource_provider_id,
name=args["name"],
credential_id=args["credential_id"],
)
return {"result": "success"}, 200
api.add_resource(
DatasourcePluginOAuthAuthorizationUrl,
"/oauth/plugin/<path:provider_id>/datasource/get-authorization-url",
)
api.add_resource(
DatasourceOAuthCallback,
"/oauth/plugin/<path:provider_id>/datasource/callback",
)
api.add_resource(
DatasourceAuth,
"/auth/plugin/datasource/<path:provider_id>",
)
api.add_resource(
DatasourceAuthUpdateApi,
"/auth/plugin/datasource/<path:provider_id>/update",
)
api.add_resource(
DatasourceAuthDeleteApi,
"/auth/plugin/datasource/<path:provider_id>/delete",
)
api.add_resource(
DatasourceAuthListApi,
"/auth/plugin/datasource/list",
)
api.add_resource(
DatasourceHardCodeAuthListApi,
"/auth/plugin/datasource/default-list",
)
api.add_resource(
DatasourceAuthOauthCustomClient,
"/auth/plugin/datasource/<path:provider_id>/custom-client",
)
api.add_resource(
DatasourceAuthDefaultApi,
"/auth/plugin/datasource/<path:provider_id>/default",
)
api.add_resource(
DatasourceUpdateProviderNameApi,
"/auth/plugin/datasource/<path:provider_id>/update-name",
)

View File

@@ -1,57 +0,0 @@
from flask_restful import ( # type: ignore
Resource, # type: ignore
reqparse,
)
from werkzeug.exceptions import Forbidden
from controllers.console import api
from controllers.console.datasets.wraps import get_rag_pipeline
from controllers.console.wraps import account_initialization_required, setup_required
from libs.login import current_user, login_required
from models import Account
from models.dataset import Pipeline
from services.rag_pipeline.rag_pipeline import RagPipelineService
class DataSourceContentPreviewApi(Resource):
@setup_required
@login_required
@account_initialization_required
@get_rag_pipeline
def post(self, pipeline: Pipeline, node_id: str):
"""
Run datasource content preview
"""
if not isinstance(current_user, Account):
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
parser.add_argument("datasource_type", type=str, required=True, location="json")
parser.add_argument("credential_id", type=str, required=False, location="json")
args = parser.parse_args()
inputs = args.get("inputs")
if inputs is None:
raise ValueError("missing inputs")
datasource_type = args.get("datasource_type")
if datasource_type is None:
raise ValueError("missing datasource_type")
rag_pipeline_service = RagPipelineService()
preview_content = rag_pipeline_service.run_datasource_node_preview(
pipeline=pipeline,
node_id=node_id,
user_inputs=inputs,
account=current_user,
datasource_type=datasource_type,
is_published=True,
credential_id=args.get("credential_id"),
)
return preview_content, 200
api.add_resource(
DataSourceContentPreviewApi,
"/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview",
)

View File

@@ -1,164 +0,0 @@
import logging
from flask import request
from flask_restful import Resource, reqparse
from sqlalchemy.orm import Session
from controllers.console import api
from controllers.console.wraps import (
account_initialization_required,
enterprise_license_required,
knowledge_pipeline_publish_enabled,
setup_required,
)
from extensions.ext_database import db
from libs.login import login_required
from models.dataset import PipelineCustomizedTemplate
from services.entities.knowledge_entities.rag_pipeline_entities import PipelineTemplateInfoEntity
from services.rag_pipeline.rag_pipeline import RagPipelineService
logger = logging.getLogger(__name__)
def _validate_name(name):
if not name or len(name) < 1 or len(name) > 40:
raise ValueError("Name must be between 1 to 40 characters.")
return name
def _validate_description_length(description):
if len(description) > 400:
raise ValueError("Description cannot exceed 400 characters.")
return description
class PipelineTemplateListApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def get(self):
type = request.args.get("type", default="built-in", type=str)
language = request.args.get("language", default="en-US", type=str)
# get pipeline templates
pipeline_templates = RagPipelineService.get_pipeline_templates(type, language)
return pipeline_templates, 200
class PipelineTemplateDetailApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def get(self, template_id: str):
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)
return pipeline_template, 200
class CustomizedPipelineTemplateApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def patch(self, template_id: str):
parser = reqparse.RequestParser()
parser.add_argument(
"name",
nullable=False,
required=True,
help="Name must be between 1 to 40 characters.",
type=_validate_name,
)
parser.add_argument(
"description",
type=str,
nullable=True,
required=False,
default="",
)
parser.add_argument(
"icon_info",
type=dict,
location="json",
nullable=True,
)
args = parser.parse_args()
pipeline_template_info = PipelineTemplateInfoEntity(**args)
RagPipelineService.update_customized_pipeline_template(template_id, pipeline_template_info)
return 200
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def delete(self, template_id: str):
RagPipelineService.delete_customized_pipeline_template(template_id)
return 200
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def post(self, template_id: str):
with Session(db.engine) as session:
template = (
session.query(PipelineCustomizedTemplate).filter(PipelineCustomizedTemplate.id == template_id).first()
)
if not template:
raise ValueError("Customized pipeline template not found.")
return {"data": template.yaml_content}, 200
class PublishCustomizedPipelineTemplateApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
@knowledge_pipeline_publish_enabled
def post(self, pipeline_id: str):
parser = reqparse.RequestParser()
parser.add_argument(
"name",
nullable=False,
required=True,
help="Name must be between 1 to 40 characters.",
type=_validate_name,
)
parser.add_argument(
"description",
type=str,
nullable=True,
required=False,
default="",
)
parser.add_argument(
"icon_info",
type=dict,
location="json",
nullable=True,
)
args = parser.parse_args()
rag_pipeline_service = RagPipelineService()
rag_pipeline_service.publish_customized_pipeline_template(pipeline_id, args)
return {"result": "success"}
api.add_resource(
PipelineTemplateListApi,
"/rag/pipeline/templates",
)
api.add_resource(
PipelineTemplateDetailApi,
"/rag/pipeline/templates/<string:template_id>",
)
api.add_resource(
CustomizedPipelineTemplateApi,
"/rag/pipeline/customized/templates/<string:template_id>",
)
api.add_resource(
PublishCustomizedPipelineTemplateApi,
"/rag/pipelines/<string:pipeline_id>/customized/publish",
)

View File

@@ -1,171 +0,0 @@
from flask_login import current_user # type: ignore # type: ignore
from flask_restful import Resource, marshal, reqparse # type: ignore
from werkzeug.exceptions import Forbidden
import services
from controllers.console import api
from controllers.console.datasets.error import DatasetNameDuplicateError
from controllers.console.wraps import (
account_initialization_required,
cloud_edition_billing_rate_limit_check,
setup_required,
)
from fields.dataset_fields import dataset_detail_fields
from libs.login import login_required
from models.dataset import DatasetPermissionEnum
from services.dataset_service import DatasetPermissionService, DatasetService
from services.entities.knowledge_entities.rag_pipeline_entities import RagPipelineDatasetCreateEntity
from services.rag_pipeline.rag_pipeline_dsl_service import RagPipelineDslService
def _validate_name(name):
if not name or len(name) < 1 or len(name) > 40:
raise ValueError("Name must be between 1 to 40 characters.")
return name
def _validate_description_length(description):
if len(description) > 400:
raise ValueError("Description cannot exceed 400 characters.")
return description
class CreateRagPipelineDatasetApi(Resource):
@setup_required
@login_required
@account_initialization_required
@cloud_edition_billing_rate_limit_check("knowledge")
def post(self):
parser = reqparse.RequestParser()
parser.add_argument(
"name",
nullable=False,
required=True,
help="type is required. Name must be between 1 to 40 characters.",
type=_validate_name,
)
parser.add_argument(
"description",
type=str,
nullable=True,
required=False,
default="",
)
parser.add_argument(
"icon_info",
type=dict,
nullable=True,
required=False,
default={},
)
parser.add_argument(
"permission",
type=str,
choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM),
nullable=True,
required=False,
default=DatasetPermissionEnum.ONLY_ME,
)
parser.add_argument(
"partial_member_list",
type=list,
nullable=True,
required=False,
default=[],
)
parser.add_argument(
"yaml_content",
type=str,
nullable=False,
required=True,
help="yaml_content is required.",
)
args = parser.parse_args()
# The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
if not current_user.is_dataset_editor:
raise Forbidden()
rag_pipeline_dataset_create_entity = RagPipelineDatasetCreateEntity(**args)
try:
import_info = RagPipelineDslService.create_rag_pipeline_dataset(
tenant_id=current_user.current_tenant_id,
rag_pipeline_dataset_create_entity=rag_pipeline_dataset_create_entity,
)
if rag_pipeline_dataset_create_entity.permission == "partial_members":
DatasetPermissionService.update_partial_member_list(
current_user.current_tenant_id,
import_info["dataset_id"],
rag_pipeline_dataset_create_entity.partial_member_list,
)
except services.errors.dataset.DatasetNameDuplicateError:
raise DatasetNameDuplicateError()
return import_info, 201
class CreateEmptyRagPipelineDatasetApi(Resource):
@setup_required
@login_required
@account_initialization_required
@cloud_edition_billing_rate_limit_check("knowledge")
def post(self):
# The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
if not current_user.is_dataset_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument(
"name",
nullable=False,
required=True,
help="type is required. Name must be between 1 to 40 characters.",
type=_validate_name,
)
parser.add_argument(
"description",
type=str,
nullable=True,
required=False,
default="",
)
parser.add_argument(
"icon_info",
type=dict,
nullable=True,
required=False,
default={},
)
parser.add_argument(
"permission",
type=str,
choices=(DatasetPermissionEnum.ONLY_ME, DatasetPermissionEnum.ALL_TEAM, DatasetPermissionEnum.PARTIAL_TEAM),
nullable=True,
required=False,
default=DatasetPermissionEnum.ONLY_ME,
)
parser.add_argument(
"partial_member_list",
type=list,
nullable=True,
required=False,
default=[],
)
args = parser.parse_args()
dataset = DatasetService.create_empty_rag_pipeline_dataset(
tenant_id=current_user.current_tenant_id,
rag_pipeline_dataset_create_entity=RagPipelineDatasetCreateEntity(**args),
)
return marshal(dataset, dataset_detail_fields), 201
api.add_resource(CreateRagPipelineDatasetApi, "/rag/pipeline/dataset")
api.add_resource(CreateEmptyRagPipelineDatasetApi, "/rag/pipeline/empty-dataset")

View File

@@ -1,416 +0,0 @@
import logging
from typing import Any, NoReturn
from flask import Response
from flask_restful import Resource, fields, inputs, marshal, marshal_with, reqparse
from sqlalchemy.orm import Session
from werkzeug.exceptions import Forbidden
from controllers.console import api
from controllers.console.app.error import (
DraftWorkflowNotExist,
)
from controllers.console.datasets.wraps import get_rag_pipeline
from controllers.console.wraps import account_initialization_required, setup_required
from controllers.web.error import InvalidArgumentError, NotFoundError
from core.variables.segment_group import SegmentGroup
from core.variables.segments import ArrayFileSegment, FileSegment, Segment
from core.variables.types import SegmentType
from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
from factories.file_factory import build_from_mapping, build_from_mappings
from factories.variable_factory import build_segment_with_type
from libs.login import current_user, login_required
from models import db
from models.dataset import Pipeline
from models.workflow import WorkflowDraftVariable
from services.rag_pipeline.rag_pipeline import RagPipelineService
from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
logger = logging.getLogger(__name__)
def _convert_values_to_json_serializable_object(value: Segment) -> Any:
if isinstance(value, FileSegment):
return value.value.model_dump()
elif isinstance(value, ArrayFileSegment):
return [i.model_dump() for i in value.value]
elif isinstance(value, SegmentGroup):
return [_convert_values_to_json_serializable_object(i) for i in value.value]
else:
return value.value
def _serialize_var_value(variable: WorkflowDraftVariable) -> Any:
value = variable.get_value()
# create a copy of the value to avoid affecting the model cache.
value = value.model_copy(deep=True)
# Refresh the url signature before returning it to client.
if isinstance(value, FileSegment):
file = value.value
file.remote_url = file.generate_url()
elif isinstance(value, ArrayFileSegment):
files = value.value
for file in files:
file.remote_url = file.generate_url()
return _convert_values_to_json_serializable_object(value)
def _create_pagination_parser():
parser = reqparse.RequestParser()
parser.add_argument(
"page",
type=inputs.int_range(1, 100_000),
required=False,
default=1,
location="args",
help="the page of data requested",
)
parser.add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
return parser
_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS = {
"id": fields.String,
"type": fields.String(attribute=lambda model: model.get_variable_type()),
"name": fields.String,
"description": fields.String,
"selector": fields.List(fields.String, attribute=lambda model: model.get_selector()),
"value_type": fields.String,
"edited": fields.Boolean(attribute=lambda model: model.edited),
"visible": fields.Boolean,
}
_WORKFLOW_DRAFT_VARIABLE_FIELDS = dict(
_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS,
value=fields.Raw(attribute=_serialize_var_value),
)
_WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS = {
"id": fields.String,
"type": fields.String(attribute=lambda _: "env"),
"name": fields.String,
"description": fields.String,
"selector": fields.List(fields.String, attribute=lambda model: model.get_selector()),
"value_type": fields.String,
"edited": fields.Boolean(attribute=lambda model: model.edited),
"visible": fields.Boolean,
}
_WORKFLOW_DRAFT_ENV_VARIABLE_LIST_FIELDS = {
"items": fields.List(fields.Nested(_WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS)),
}
def _get_items(var_list: WorkflowDraftVariableList) -> list[WorkflowDraftVariable]:
return var_list.variables
_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS = {
"items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS), attribute=_get_items),
"total": fields.Raw(),
}
_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS = {
"items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_FIELDS), attribute=_get_items),
}
def _api_prerequisite(f):
"""Common prerequisites for all draft workflow variable APIs.
It ensures the following conditions are satisfied:
- Dify has been property setup.
- The request user has logged in and initialized.
- The requested app is a workflow or a chat flow.
- The request user has the edit permission for the app.
"""
@setup_required
@login_required
@account_initialization_required
@get_rag_pipeline
def wrapper(*args, **kwargs):
if not current_user.is_editor:
raise Forbidden()
return f(*args, **kwargs)
return wrapper
class RagPipelineVariableCollectionApi(Resource):
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
def get(self, pipeline: Pipeline):
"""
Get draft workflow
"""
parser = _create_pagination_parser()
args = parser.parse_args()
# fetch draft workflow by app_model
rag_pipeline_service = RagPipelineService()
workflow_exist = rag_pipeline_service.is_workflow_exist(pipeline=pipeline)
if not workflow_exist:
raise DraftWorkflowNotExist()
# fetch draft workflow by app_model
with Session(bind=db.engine, expire_on_commit=False) as session:
draft_var_srv = WorkflowDraftVariableService(
session=session,
)
workflow_vars = draft_var_srv.list_variables_without_values(
app_id=pipeline.id,
page=args.page,
limit=args.limit,
)
return workflow_vars
@_api_prerequisite
def delete(self, pipeline: Pipeline):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
draft_var_srv.delete_workflow_variables(pipeline.id)
db.session.commit()
return Response("", 204)
def validate_node_id(node_id: str) -> NoReturn | None:
if node_id in [
CONVERSATION_VARIABLE_NODE_ID,
SYSTEM_VARIABLE_NODE_ID,
]:
# NOTE(QuantumGhost): While we store the system and conversation variables as node variables
# with specific `node_id` in database, we still want to make the API separated. By disallowing
# accessing system and conversation variables in `WorkflowDraftNodeVariableListApi`,
# we mitigate the risk that user of the API depending on the implementation detail of the API.
#
# ref: [Hyrum's Law](https://www.hyrumslaw.com/)
raise InvalidArgumentError(
f"invalid node_id, please use correspond api for conversation and system variables, node_id={node_id}",
)
return None
class RagPipelineNodeVariableCollectionApi(Resource):
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
def get(self, pipeline: Pipeline, node_id: str):
validate_node_id(node_id)
with Session(bind=db.engine, expire_on_commit=False) as session:
draft_var_srv = WorkflowDraftVariableService(
session=session,
)
node_vars = draft_var_srv.list_node_variables(pipeline.id, node_id)
return node_vars
@_api_prerequisite
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)
db.session.commit()
return Response("", 204)
class RagPipelineVariableApi(Resource):
_PATCH_NAME_FIELD = "name"
_PATCH_VALUE_FIELD = "value"
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
def get(self, pipeline: Pipeline, variable_id: str):
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 != pipeline.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
return variable
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
def patch(self, pipeline: Pipeline, variable_id: str):
# Request payload for file types:
#
# Local File:
#
# {
# "type": "image",
# "transfer_method": "local_file",
# "url": "",
# "upload_file_id": "daded54f-72c7-4f8e-9d18-9b0abdd9f190"
# }
#
# Remote File:
#
#
# {
# "type": "image",
# "transfer_method": "remote_url",
# "url": "http://127.0.0.1:5001/files/1602650a-4fe4-423c-85a2-af76c083e3c4/file-preview?timestamp=1750041099&nonce=...&sign=...=",
# "upload_file_id": "1602650a-4fe4-423c-85a2-af76c083e3c4"
# }
parser = reqparse.RequestParser()
parser.add_argument(self._PATCH_NAME_FIELD, type=str, required=False, nullable=True, location="json")
# Parse 'value' field as-is to maintain its original data structure
parser.add_argument(self._PATCH_VALUE_FIELD, type=lambda x: x, required=False, nullable=True, location="json")
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
args = parser.parse_args(strict=True)
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 != pipeline.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
new_name = args.get(self._PATCH_NAME_FIELD, None)
raw_value = args.get(self._PATCH_VALUE_FIELD, None)
if new_name is None and raw_value is None:
return variable
new_value = None
if raw_value is not None:
if variable.value_type == SegmentType.FILE:
if not isinstance(raw_value, dict):
raise InvalidArgumentError(description=f"expected dict for file, got {type(raw_value)}")
raw_value = build_from_mapping(mapping=raw_value, tenant_id=pipeline.tenant_id)
elif variable.value_type == SegmentType.ARRAY_FILE:
if not isinstance(raw_value, list):
raise InvalidArgumentError(description=f"expected list for files, got {type(raw_value)}")
if len(raw_value) > 0 and not isinstance(raw_value[0], dict):
raise InvalidArgumentError(description=f"expected dict for files[0], got {type(raw_value)}")
raw_value = build_from_mappings(mappings=raw_value, tenant_id=pipeline.tenant_id)
new_value = build_segment_with_type(variable.value_type, raw_value)
draft_var_srv.update_variable(variable, name=new_name, value=new_value)
db.session.commit()
return variable
@_api_prerequisite
def delete(self, pipeline: Pipeline, variable_id: str):
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 != pipeline.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
draft_var_srv.delete_variable(variable)
db.session.commit()
return Response("", 204)
class RagPipelineVariableResetApi(Resource):
@_api_prerequisite
def put(self, pipeline: Pipeline, variable_id: str):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
rag_pipeline_service = RagPipelineService()
draft_workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
if draft_workflow is None:
raise NotFoundError(
f"Draft workflow not found, pipeline_id={pipeline.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 != pipeline.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
resetted = draft_var_srv.reset_variable(draft_workflow, variable)
db.session.commit()
if resetted is None:
return Response("", 204)
else:
return marshal(resetted, _WORKFLOW_DRAFT_VARIABLE_FIELDS)
def _get_variable_list(pipeline: Pipeline, node_id) -> WorkflowDraftVariableList:
with Session(bind=db.engine, expire_on_commit=False) as session:
draft_var_srv = WorkflowDraftVariableService(
session=session,
)
if node_id == CONVERSATION_VARIABLE_NODE_ID:
draft_vars = draft_var_srv.list_conversation_variables(pipeline.id)
elif node_id == SYSTEM_VARIABLE_NODE_ID:
draft_vars = draft_var_srv.list_system_variables(pipeline.id)
else:
draft_vars = draft_var_srv.list_node_variables(app_id=pipeline.id, node_id=node_id)
return draft_vars
class RagPipelineSystemVariableCollectionApi(Resource):
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
def get(self, pipeline: Pipeline):
return _get_variable_list(pipeline, SYSTEM_VARIABLE_NODE_ID)
class RagPipelineEnvironmentVariableCollectionApi(Resource):
@_api_prerequisite
def get(self, pipeline: Pipeline):
"""
Get draft workflow
"""
# fetch draft workflow by app_model
rag_pipeline_service = RagPipelineService()
workflow = rag_pipeline_service.get_draft_workflow(pipeline=pipeline)
if workflow is None:
raise DraftWorkflowNotExist()
env_vars = workflow.environment_variables
env_vars_list = []
for v in env_vars:
env_vars_list.append(
{
"id": v.id,
"type": "env",
"name": v.name,
"description": v.description,
"selector": v.selector,
"value_type": v.value_type.value,
"value": v.value,
# Do not track edited for env vars.
"edited": False,
"visible": True,
"editable": True,
}
)
return {"items": env_vars_list}
api.add_resource(
RagPipelineVariableCollectionApi,
"/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables",
)
api.add_resource(
RagPipelineNodeVariableCollectionApi,
"/rag/pipelines/<uuid:pipeline_id>/workflows/draft/nodes/<string:node_id>/variables",
)
api.add_resource(
RagPipelineVariableApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>"
)
api.add_resource(
RagPipelineVariableResetApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/variables/<uuid:variable_id>/reset"
)
api.add_resource(
RagPipelineSystemVariableCollectionApi, "/rag/pipelines/<uuid:pipeline_id>/workflows/draft/system-variables"
)
api.add_resource(
RagPipelineEnvironmentVariableCollectionApi,
"/rag/pipelines/<uuid:pipeline_id>/workflows/draft/environment-variables",
)

View File

@@ -1,147 +0,0 @@
from typing import cast
from flask_login import current_user # type: ignore
from flask_restful import Resource, marshal_with, reqparse # type: ignore
from sqlalchemy.orm import Session
from werkzeug.exceptions import Forbidden
from controllers.console import api
from controllers.console.datasets.wraps import get_rag_pipeline
from controllers.console.wraps import (
account_initialization_required,
setup_required,
)
from extensions.ext_database import db
from fields.rag_pipeline_fields import pipeline_import_check_dependencies_fields, pipeline_import_fields
from libs.login import login_required
from models import Account
from models.dataset import Pipeline
from services.app_dsl_service import ImportStatus
from services.rag_pipeline.rag_pipeline_dsl_service import RagPipelineDslService
class RagPipelineImportApi(Resource):
@setup_required
@login_required
@account_initialization_required
@marshal_with(pipeline_import_fields)
def post(self):
# Check user role first
if not current_user.is_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("mode", type=str, required=True, location="json")
parser.add_argument("yaml_content", type=str, location="json")
parser.add_argument("yaml_url", type=str, location="json")
parser.add_argument("name", type=str, location="json")
parser.add_argument("description", type=str, location="json")
parser.add_argument("icon_type", type=str, location="json")
parser.add_argument("icon", type=str, location="json")
parser.add_argument("icon_background", type=str, location="json")
parser.add_argument("pipeline_id", type=str, location="json")
args = parser.parse_args()
# Create service with session
with Session(db.engine) as session:
import_service = RagPipelineDslService(session)
# Import app
account = cast(Account, current_user)
result = import_service.import_rag_pipeline(
account=account,
import_mode=args["mode"],
yaml_content=args.get("yaml_content"),
yaml_url=args.get("yaml_url"),
pipeline_id=args.get("pipeline_id"),
dataset_name=args.get("name"),
)
session.commit()
# Return appropriate status code based on result
status = result.status
if status == ImportStatus.FAILED.value:
return result.model_dump(mode="json"), 400
elif status == ImportStatus.PENDING.value:
return result.model_dump(mode="json"), 202
return result.model_dump(mode="json"), 200
class RagPipelineImportConfirmApi(Resource):
@setup_required
@login_required
@account_initialization_required
@marshal_with(pipeline_import_fields)
def post(self, import_id):
# Check user role first
if not current_user.is_editor:
raise Forbidden()
# Create service with session
with Session(db.engine) as session:
import_service = RagPipelineDslService(session)
# Confirm import
account = cast(Account, current_user)
result = import_service.confirm_import(import_id=import_id, account=account)
session.commit()
# Return appropriate status code based on result
if result.status == ImportStatus.FAILED.value:
return result.model_dump(mode="json"), 400
return result.model_dump(mode="json"), 200
class RagPipelineImportCheckDependenciesApi(Resource):
@setup_required
@login_required
@get_rag_pipeline
@account_initialization_required
@marshal_with(pipeline_import_check_dependencies_fields)
def get(self, pipeline: Pipeline):
if not current_user.is_editor:
raise Forbidden()
with Session(db.engine) as session:
import_service = RagPipelineDslService(session)
result = import_service.check_dependencies(pipeline=pipeline)
return result.model_dump(mode="json"), 200
class RagPipelineExportApi(Resource):
@setup_required
@login_required
@get_rag_pipeline
@account_initialization_required
def get(self, pipeline: Pipeline):
if not current_user.is_editor:
raise Forbidden()
# Add include_secret params
parser = reqparse.RequestParser()
parser.add_argument("include_secret", type=bool, default=False, location="args")
args = parser.parse_args()
with Session(db.engine) as session:
export_service = RagPipelineDslService(session)
result = export_service.export_rag_pipeline_dsl(pipeline=pipeline, include_secret=args["include_secret"])
return {"data": result}, 200
# Import Rag Pipeline
api.add_resource(
RagPipelineImportApi,
"/rag/pipelines/imports",
)
api.add_resource(
RagPipelineImportConfirmApi,
"/rag/pipelines/imports/<string:import_id>/confirm",
)
api.add_resource(
RagPipelineImportCheckDependenciesApi,
"/rag/pipelines/imports/<string:pipeline_id>/check-dependencies",
)
api.add_resource(
RagPipelineExportApi,
"/rag/pipelines/<string:pipeline_id>/exports",
)

View File

@@ -1,62 +0,0 @@
from flask_login import current_user
from flask_restful import Resource
from werkzeug.exceptions import NotFound
from controllers.console import api
from controllers.console.wraps import (
account_initialization_required,
setup_required,
)
from core.file import helpers as file_helpers
from extensions.ext_database import db
from models.dataset import Dataset
from models.model import UploadFile
from services.dataset_service import DocumentService
class UploadFileApi(Resource):
@setup_required
@account_initialization_required
def get(self, dataset_id, document_id):
"""Get upload file."""
# check dataset
dataset_id = str(dataset_id)
dataset = (
db.session.query(Dataset)
.filter(Dataset.tenant_id == current_user.current_tenant_id, Dataset.id == dataset_id)
.first()
)
if not dataset:
raise NotFound("Dataset not found.")
# check document
document_id = str(document_id)
document = DocumentService.get_document(dataset.id, document_id)
if not document:
raise NotFound("Document not found.")
# check upload file
if document.data_source_type != "upload_file":
raise ValueError(f"Document data source type ({document.data_source_type}) is not upload_file.")
data_source_info = document.data_source_info_dict
if data_source_info and "upload_file_id" in data_source_info:
file_id = data_source_info["upload_file_id"]
upload_file = db.session.query(UploadFile).filter(UploadFile.id == file_id).first()
if not upload_file:
raise NotFound("UploadFile not found.")
else:
raise ValueError("Upload file id not found in document data source info.")
url = file_helpers.get_signed_file_url(upload_file_id=upload_file.id)
return {
"id": upload_file.id,
"name": upload_file.name,
"size": upload_file.size,
"extension": upload_file.extension,
"url": url,
"download_url": f"{url}&as_attachment=true",
"mime_type": upload_file.mime_type,
"created_by": upload_file.created_by,
"created_at": upload_file.created_at.timestamp(),
}, 200
api.add_resource(UploadFileApi, "/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/upload-file")

View File

@@ -4,7 +4,7 @@ from controllers.console import api
from controllers.console.datasets.error import WebsiteCrawlError
from controllers.console.wraps import account_initialization_required, setup_required
from libs.login import login_required
from services.website_service import WebsiteCrawlApiRequest, WebsiteCrawlStatusApiRequest, WebsiteService
from services.website_service import WebsiteService
class WebsiteCrawlApi(Resource):
@@ -24,16 +24,10 @@ class WebsiteCrawlApi(Resource):
parser.add_argument("url", type=str, required=True, nullable=True, location="json")
parser.add_argument("options", type=dict, required=True, nullable=True, location="json")
args = parser.parse_args()
# Create typed request and validate
WebsiteService.document_create_args_validate(args)
# crawl url
try:
api_request = WebsiteCrawlApiRequest.from_args(args)
except ValueError as e:
raise WebsiteCrawlError(str(e))
# Crawl URL using typed request
try:
result = WebsiteService.crawl_url(api_request)
result = WebsiteService.crawl_url(args)
except Exception as e:
raise WebsiteCrawlError(str(e))
return result, 200
@@ -49,16 +43,9 @@ class WebsiteCrawlStatusApi(Resource):
"provider", type=str, choices=["firecrawl", "watercrawl", "jinareader"], required=True, location="args"
)
args = parser.parse_args()
# Create typed request and validate
# get crawl status
try:
api_request = WebsiteCrawlStatusApiRequest.from_args(args, job_id)
except ValueError as e:
raise WebsiteCrawlError(str(e))
# Get crawl status using typed request
try:
result = WebsiteService.get_crawl_status_typed(api_request)
result = WebsiteService.get_crawl_status(job_id, args["provider"])
except Exception as e:
raise WebsiteCrawlError(str(e))
return result, 200

View File

@@ -1,43 +0,0 @@
from collections.abc import Callable
from functools import wraps
from typing import Optional
from controllers.console.datasets.error import PipelineNotFoundError
from extensions.ext_database import db
from libs.login import current_user
from models.dataset import Pipeline
def get_rag_pipeline(
view: Optional[Callable] = None,
):
def decorator(view_func):
@wraps(view_func)
def decorated_view(*args, **kwargs):
if not kwargs.get("pipeline_id"):
raise ValueError("missing pipeline_id in path parameters")
pipeline_id = kwargs.get("pipeline_id")
pipeline_id = str(pipeline_id)
del kwargs["pipeline_id"]
pipeline = (
db.session.query(Pipeline)
.filter(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_user.current_tenant_id)
.first()
)
if not pipeline:
raise PipelineNotFoundError()
kwargs["pipeline"] = pipeline
return view_func(*args, **kwargs)
return decorated_view
if view is None:
return decorator
else:
return decorator(view)

View File

@@ -76,6 +76,30 @@ class EmailSendIpLimitError(BaseHTTPException):
code = 429
class FileTooLargeError(BaseHTTPException):
error_code = "file_too_large"
description = "File size exceeded. {message}"
code = 413
class UnsupportedFileTypeError(BaseHTTPException):
error_code = "unsupported_file_type"
description = "File type not allowed."
code = 415
class TooManyFilesError(BaseHTTPException):
error_code = "too_many_files"
description = "Only one file is allowed."
code = 400
class NoFileUploadedError(BaseHTTPException):
error_code = "no_file_uploaded"
description = "Please upload your file."
code = 400
class UnauthorizedAndForceLogout(BaseHTTPException):
error_code = "unauthorized_and_force_logout"
description = "Unauthorized and force logout."
@@ -103,7 +127,7 @@ class EducationActivateLimitError(BaseHTTPException):
code = 429
class ComplianceRateLimitError(BaseHTTPException):
error_code = "compliance_rate_limit"
class CompilanceRateLimitError(BaseHTTPException):
error_code = "compilance_rate_limit"
description = "Rate limit exceeded for downloading compliance report."
code = 429

View File

@@ -18,6 +18,7 @@ from controllers.console.app.error import (
from controllers.console.explore.wraps import InstalledAppResource
from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
from core.model_runtime.errors.invoke import InvokeError
from models.model import AppMode
from services.audio_service import AudioService
from services.errors.audio import (
AudioTooLargeServiceError,
@@ -78,9 +79,19 @@ class ChatTextApi(InstalledAppResource):
message_id = args.get("message_id", None)
text = args.get("text", None)
voice = args.get("voice", None)
response = AudioService.transcript_tts(app_model=app_model, text=text, voice=voice, message_id=message_id)
if (
app_model.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}
and app_model.workflow
and app_model.workflow.features_dict
):
text_to_speech = app_model.workflow.features_dict.get("text_to_speech")
voice = args.get("voice") or text_to_speech.get("voice")
else:
try:
voice = args.get("voice") or app_model.app_model_config.text_to_speech_dict.get("voice")
except Exception:
voice = None
response = AudioService.transcript_tts(app_model=app_model, message_id=message_id, voice=voice, text=text)
return response
except services.errors.app_model_config.AppModelConfigBrokenError:
logging.exception("App model config broken.")

View File

@@ -1,4 +1,5 @@
import logging
from datetime import UTC, datetime
from flask_login import current_user
from flask_restful import reqparse
@@ -26,7 +27,6 @@ from core.errors.error import (
from core.model_runtime.errors.invoke import InvokeError
from extensions.ext_database import db
from libs import helper
from libs.datetime_utils import naive_utc_now
from libs.helper import uuid_value
from models.model import AppMode
from services.app_generate_service import AppGenerateService
@@ -51,7 +51,7 @@ class CompletionApi(InstalledAppResource):
streaming = args["response_mode"] == "streaming"
args["auto_generate_name"] = False
installed_app.last_used_at = naive_utc_now()
installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
try:
@@ -111,7 +111,7 @@ class ChatApi(InstalledAppResource):
args["auto_generate_name"] = False
installed_app.last_used_at = naive_utc_now()
installed_app.last_used_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
try:

View File

@@ -1,4 +1,5 @@
import logging
from datetime import UTC, datetime
from typing import Any
from flask import request
@@ -12,7 +13,6 @@ from controllers.console.explore.wraps import InstalledAppResource
from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
from extensions.ext_database import db
from fields.installed_app_fields import installed_app_list_fields
from libs.datetime_utils import naive_utc_now
from libs.login import login_required
from models import App, InstalledApp, RecommendedApp
from services.account_service import TenantService
@@ -34,11 +34,11 @@ class InstalledAppsListApi(Resource):
if app_id:
installed_apps = (
db.session.query(InstalledApp)
.where(and_(InstalledApp.tenant_id == current_tenant_id, InstalledApp.app_id == app_id))
.filter(and_(InstalledApp.tenant_id == current_tenant_id, InstalledApp.app_id == app_id))
.all()
)
else:
installed_apps = db.session.query(InstalledApp).where(InstalledApp.tenant_id == current_tenant_id).all()
installed_apps = db.session.query(InstalledApp).filter(InstalledApp.tenant_id == current_tenant_id).all()
current_user.role = TenantService.get_user_role(current_user, current_user.current_tenant)
installed_app_list: list[dict[str, Any]] = [
@@ -58,40 +58,23 @@ class InstalledAppsListApi(Resource):
# filter out apps that user doesn't have access to
if FeatureService.get_system_features().webapp_auth.enabled:
user_id = current_user.id
res = []
app_ids = [installed_app["app"].id for installed_app in installed_app_list]
webapp_settings = EnterpriseService.WebAppAuth.batch_get_app_access_mode_by_id(app_ids)
# Pre-filter out apps without setting or with sso_verified
filtered_installed_apps = []
app_id_to_app_code = {}
for installed_app in installed_app_list:
app_id = installed_app["app"].id
webapp_setting = webapp_settings.get(app_id)
if not webapp_setting or webapp_setting.access_mode == "sso_verified":
webapp_setting = webapp_settings.get(installed_app["app"].id)
if not webapp_setting:
continue
app_code = AppService.get_app_code_by_id(str(app_id))
app_id_to_app_code[app_id] = app_code
filtered_installed_apps.append(installed_app)
app_codes = list(app_id_to_app_code.values())
# Batch permission check
permissions = EnterpriseService.WebAppAuth.batch_is_user_allowed_to_access_webapps(
user_id=user_id,
app_codes=app_codes,
)
# Keep only allowed apps
res = []
for installed_app in filtered_installed_apps:
app_id = installed_app["app"].id
app_code = app_id_to_app_code[app_id]
if permissions.get(app_code):
if webapp_setting.access_mode == "sso_verified":
continue
app_code = AppService.get_app_code_by_id(str(installed_app["app"].id))
if EnterpriseService.WebAppAuth.is_user_allowed_to_access_webapp(
user_id=user_id,
app_code=app_code,
):
res.append(installed_app)
installed_app_list = res
logger.debug("installed_app_list: %s, user_id: %s", installed_app_list, user_id)
logger.debug(f"installed_app_list: {installed_app_list}, user_id: {user_id}")
installed_app_list.sort(
key=lambda app: (
@@ -111,12 +94,12 @@ class InstalledAppsListApi(Resource):
parser.add_argument("app_id", type=str, required=True, help="Invalid app_id")
args = parser.parse_args()
recommended_app = db.session.query(RecommendedApp).where(RecommendedApp.app_id == args["app_id"]).first()
recommended_app = db.session.query(RecommendedApp).filter(RecommendedApp.app_id == args["app_id"]).first()
if recommended_app is None:
raise NotFound("App not found")
current_tenant_id = current_user.current_tenant_id
app = db.session.query(App).where(App.id == args["app_id"]).first()
app = db.session.query(App).filter(App.id == args["app_id"]).first()
if app is None:
raise NotFound("App not found")
@@ -126,7 +109,7 @@ class InstalledAppsListApi(Resource):
installed_app = (
db.session.query(InstalledApp)
.where(and_(InstalledApp.app_id == args["app_id"], InstalledApp.tenant_id == current_tenant_id))
.filter(and_(InstalledApp.app_id == args["app_id"], InstalledApp.tenant_id == current_tenant_id))
.first()
)
@@ -139,7 +122,7 @@ class InstalledAppsListApi(Resource):
tenant_id=current_tenant_id,
app_owner_tenant_id=app.tenant_id,
is_pinned=False,
last_used_at=naive_utc_now(),
last_used_at=datetime.now(UTC).replace(tzinfo=None),
)
db.session.add(new_installed_app)
db.session.commit()

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