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4 Commits

Author SHA1 Message Date
NFish
151d68b5b3 fix: add github ci on branch v141-hotfix 2025-05-28 18:28:33 +08:00
NFish
9d38441c8d Merge branch 'fix/branding-broken' into v141-hotfix 2025-05-28 18:23:27 +08:00
NFish
7ab0b7346e fix: branding logo broken 2025-05-28 18:23:10 +08:00
zxhlyh
861cdbd8b6 fix: workflow plugins list update (#20357) 2025-05-28 17:46:36 +08:00
936 changed files with 11979 additions and 31910 deletions

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@@ -1,6 +1,6 @@
#!/bin/bash
npm add -g pnpm@10.11.1
npm add -g pnpm@10.8.0
cd web && pnpm install
pipx install uv

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@@ -8,7 +8,7 @@ inputs:
uv-version:
description: UV version to set up
required: true
default: '~=0.7.11'
default: '0.6.14'
uv-lockfile:
description: Path to the UV lockfile to restore cache from
required: true

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@@ -1,23 +1,25 @@
> [!IMPORTANT]
>
> 1. Make sure you have read our [contribution guidelines](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)
> 2. Ensure there is an associated issue and you have been assigned to it
> 3. Use the correct syntax to link this PR: `Fixes #<issue number>`.
# Summary
## Summary
Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.
<!-- Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change. -->
> [!Tip]
> Close issue syntax: `Fixes #<issue number>` or `Resolves #<issue number>`, see [documentation](https://docs.github.com/en/issues/tracking-your-work-with-issues/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword) for more details.
## Screenshots
# Screenshots
| Before | After |
|--------|-------|
| ... | ... |
## Checklist
# Checklist
> [!IMPORTANT]
> Please review the checklist below before submitting your pull request.
- [ ] This change requires a documentation update, included: [Dify Document](https://github.com/langgenius/dify-docs)
- [x] I understand that this PR may be closed in case there was no previous discussion or issues. (This doesn't apply to typos!)
- [x] I've added a test for each change that was introduced, and I tried as much as possible to make a single atomic change.
- [x] I've updated the documentation accordingly.
- [x] I ran `dev/reformat`(backend) and `cd web && npx lint-staged`(frontend) to appease the lint gods

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@@ -83,15 +83,9 @@ jobs:
compose-file: |
docker/docker-compose.middleware.yaml
services: |
db
redis
sandbox
ssrf_proxy
- name: setup test config
run: |
cp api/tests/integration_tests/.env.example api/tests/integration_tests/.env
- name: Run Workflow
run: uv run --project api bash dev/pytest/pytest_workflow.sh

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@@ -6,6 +6,7 @@ on:
- "main"
- "deploy/dev"
- "deploy/enterprise"
- "v141-hotfix"
tags:
- "*"

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@@ -1,28 +0,0 @@
name: Deploy RAG Dev
permissions:
contents: read
on:
workflow_run:
workflows: ["Build and Push API & Web"]
branches:
- "deploy/rag-dev"
types:
- completed
jobs:
deploy:
runs-on: ubuntu-latest
if: |
github.event.workflow_run.conclusion == 'success' &&
github.event.workflow_run.head_branch == 'deploy/rag-dev'
steps:
- name: Deploy to server
uses: appleboy/ssh-action@v0.1.8
with:
host: ${{ secrets.RAG_SSH_HOST }}
username: ${{ secrets.SSH_USER }}
key: ${{ secrets.SSH_PRIVATE_KEY }}
script: |
${{ vars.SSH_SCRIPT || secrets.SSH_SCRIPT }}

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@@ -10,7 +10,6 @@ yq eval '.services["elasticsearch"].ports += ["9200:9200"]' -i docker/docker-com
yq eval '.services.couchbase-server.ports += ["8091-8096:8091-8096"]' -i docker/docker-compose.yaml
yq eval '.services.couchbase-server.ports += ["11210:11210"]' -i docker/docker-compose.yaml
yq eval '.services.tidb.ports += ["4000:4000"]' -i docker/tidb/docker-compose.yaml
yq eval '.services.oceanbase.ports += ["2881:2881"]' -i docker/docker-compose.yaml
yq eval '.services.opengauss.ports += ["6600:6600"]' -i docker/docker-compose.yaml
echo "Ports exposed for sandbox, weaviate, tidb, qdrant, chroma, milvus, pgvector, pgvecto-rs, elasticsearch, couchbase, opengauss"

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@@ -31,13 +31,6 @@ jobs:
with:
persist-credentials: false
- name: Free Disk Space
uses: endersonmenezes/free-disk-space@v2
with:
remove_dotnet: true
remove_haskell: true
remove_tool_cache: true
- name: Setup UV and Python
uses: ./.github/actions/setup-uv
with:
@@ -66,7 +59,7 @@ jobs:
tidb
tiflash
- name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase, OceanBase)
- name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase)
uses: hoverkraft-tech/compose-action@v2.0.2
with:
compose-file: |
@@ -82,15 +75,8 @@ jobs:
pgvector
chroma
elasticsearch
oceanbase
- name: setup test config
run: |
echo $(pwd)
ls -lah .
cp api/tests/integration_tests/.env.example api/tests/integration_tests/.env
- name: Check VDB Ready (TiDB)
- name: Check TiDB Ready
run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
- name: Test Vector Stores

11
.gitignore vendored
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@@ -179,7 +179,6 @@ docker/volumes/pgvecto_rs/data/*
docker/volumes/couchbase/*
docker/volumes/oceanbase/*
docker/volumes/plugin_daemon/*
docker/volumes/matrixone/*
!docker/volumes/oceanbase/init.d
docker/nginx/conf.d/default.conf
@@ -193,12 +192,12 @@ sdks/python-client/dist
sdks/python-client/dify_client.egg-info
.vscode/*
!.vscode/launch.json.template
!.vscode/README.md
!.vscode/launch.json
pyrightconfig.json
api/.vscode
.idea/
.vscode
# pnpm
/.pnpm-store
@@ -208,9 +207,3 @@ plugins.jsonl
# mise
mise.toml
# Next.js build output
.next/
# AI Assistant
.roo/

14
.vscode/README.md vendored
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@@ -1,14 +0,0 @@
# Debugging with VS Code
This `launch.json.template` file provides various debug configurations for the Dify project within VS Code / Cursor. To use these configurations, you should copy the contents of this file into a new file named `launch.json` in the same `.vscode` directory.
## How to Use
1. **Create `launch.json`**: If you don't have one, create a file named `launch.json` inside the `.vscode` directory.
2. **Copy Content**: Copy the entire content from `launch.json.template` into your newly created `launch.json` file.
3. **Select Debug Configuration**: Go to the Run and Debug view in VS Code / Cursor (Ctrl+Shift+D or Cmd+Shift+D).
4. **Start Debugging**: Select the desired configuration from the dropdown menu and click the green play button.
## Tips
- If you need to debug with Edge browser instead of Chrome, modify the `serverReadyAction` configuration in the "Next.js: debug full stack" section, change `"debugWithChrome"` to `"debugWithEdge"` to use Microsoft Edge for debugging.

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@@ -1,68 +0,0 @@
{
"version": "0.2.0",
"configurations": [
{
"name": "Python: Flask API",
"type": "debugpy",
"request": "launch",
"module": "flask",
"env": {
"FLASK_APP": "app.py",
"FLASK_ENV": "development",
"GEVENT_SUPPORT": "True"
},
"args": [
"run",
"--host=0.0.0.0",
"--port=5001",
"--no-debugger",
"--no-reload"
],
"jinja": true,
"justMyCode": true,
"cwd": "${workspaceFolder}/api",
"python": "${workspaceFolder}/api/.venv/bin/python"
},
{
"name": "Python: Celery Worker (Solo)",
"type": "debugpy",
"request": "launch",
"module": "celery",
"env": {
"GEVENT_SUPPORT": "True"
},
"args": [
"-A",
"app.celery",
"worker",
"-P",
"solo",
"-c",
"1",
"-Q",
"dataset,generation,mail,ops_trace",
"--loglevel",
"INFO"
],
"justMyCode": false,
"cwd": "${workspaceFolder}/api",
"python": "${workspaceFolder}/api/.venv/bin/python"
},
{
"name": "Next.js: debug full stack",
"type": "node",
"request": "launch",
"program": "${workspaceFolder}/web/node_modules/next/dist/bin/next",
"runtimeArgs": ["--inspect"],
"skipFiles": ["<node_internals>/**"],
"serverReadyAction": {
"action": "debugWithChrome",
"killOnServerStop": true,
"pattern": "- Local:.+(https?://.+)",
"uriFormat": "%s",
"webRoot": "${workspaceFolder}/web"
},
"cwd": "${workspaceFolder}/web"
}
]
}

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@@ -226,15 +226,6 @@ Deploy Dify to AWS with [CDK](https://aws.amazon.com/cdk/)
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Using Alibaba Cloud Computing Nest
Quickly deploy Dify to Alibaba cloud with [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)
#### Using Alibaba Cloud Data Management
One-Click deploy Dify to Alibaba Cloud with [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
## Contributing
For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).

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@@ -209,14 +209,6 @@ docker compose up -d
- [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)
#### استخدام Alibaba Cloud Data Management للنشر
انشر Dify على علي بابا كلاود بنقرة واحدة باستخدام [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
## المساهمة
لأولئك الذين يرغبون في المساهمة، انظر إلى [دليل المساهمة](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) لدينا.

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@@ -225,15 +225,6 @@ GitHub-এ ডিফাইকে স্টার দিয়ে রাখুন
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
#### Alibaba Cloud ব্যবহার করে ডিপ্লয়
[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)
#### Alibaba Cloud Data Management ব্যবহার করে ডিপ্লয়
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
## Contributing
যারা কোড অবদান রাখতে চান, তাদের জন্য আমাদের [অবদান নির্দেশিকা] দেখুন (https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)।

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@@ -221,15 +221,6 @@ docker compose up -d
##### 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
使用 [阿里云计算巢](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Dify%E7%A4%BE%E5%8C%BA%E7%89%88) 将 Dify 一键部署到 阿里云
#### 使用 阿里云数据管理DMS 部署
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
## Star History
[![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)

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@@ -221,15 +221,6 @@ Bereitstellung von Dify auf AWS mit [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK by @KevinZhao](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)
#### Alibaba Cloud Data Management
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/)
## 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.

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@@ -221,15 +221,6 @@ Despliegue Dify en AWS usando [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK por @KevinZhao](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)
#### Alibaba Cloud Data Management
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/)
## Contribuir
Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).

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@@ -219,15 +219,6 @@ Déployez Dify sur AWS en utilisant [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK par @KevinZhao](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)
#### Alibaba Cloud Data Management
Déployez Dify en un clic sur Alibaba Cloud avec [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
## Contribuer
Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).

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@@ -155,7 +155,7 @@ DifyはオープンソースのLLMアプリケーション開発プラットフ
[こちら](https://dify.ai)のDify Cloudサービスを利用して、セットアップ不要で試すことができます。サンドボックスプランには、200回のGPT-4呼び出しが無料で含まれています。
- **Dify Community Editionのセルフホスティング</br>**
この[スタートガイド](#クイックスタート)を使用して、ローカル環境でDifyを簡単に実行できます。
この[スタートガイド](#quick-start)を使用して、ローカル環境でDifyを簡単に実行できます。
詳しくは[ドキュメント](https://docs.dify.ai)をご覧ください。
- **企業/組織向けのDify</br>**
@@ -220,13 +220,6 @@ docker compose up -d
##### 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)
#### 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
## 貢献
コードに貢献したい方は、[Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)を参照してください。

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@@ -219,15 +219,6 @@ wa'logh nIqHom neH ghun deployment toy'wI' [CDK](https://aws.amazon.com/cdk/) lo
##### AWS
- [AWS CDK qachlot @KevinZhao](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)
#### Alibaba Cloud Data Management
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
## Contributing
For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).

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@@ -213,15 +213,6 @@ Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했
##### AWS
- [KevinZhao의 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)
#### Alibaba Cloud Data Management
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)를 통해 원클릭으로 Dify를 Alibaba Cloud에 배포할 수 있습니다
## 기여
코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요.

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@@ -218,15 +218,6 @@ Implante o Dify na AWS usando [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK por @KevinZhao](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)
#### Alibaba Cloud Data Management
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/)
## Contribuindo
Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).

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@@ -219,15 +219,6 @@ Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK by @KevinZhao](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)
#### Alibaba Cloud Data Management
Z enim klikom namestite Dify na Alibaba Cloud z [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
## Prispevam
Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah.

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@@ -212,15 +212,6 @@ Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.ter
##### AWS
- [AWS CDK tarafından @KevinZhao](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)
#### Alibaba Cloud Data Management
[Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/) kullanarak Dify'ı tek tıkla Alibaba Cloud'a dağıtın
## Katkıda Bulunma
Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakabilirsiniz.

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@@ -224,15 +224,6 @@ Dify 的所有功能都提供相應的 API因此您可以輕鬆地將 Dify
- [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
[阿里云](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Dify%E7%A4%BE%E5%8C%BA%E7%89%88)
#### 使用 阿里雲數據管理DMS 進行部署
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
## 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)。

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@@ -214,16 +214,6 @@ Triển khai Dify trên AWS bằng [CDK](https://aws.amazon.com/cdk/)
##### AWS
- [AWS CDK bởi @KevinZhao](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)
#### Alibaba Cloud Data Management
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/)
## Đóng góp
Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi.

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@@ -137,7 +137,7 @@ WEB_API_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
CONSOLE_CORS_ALLOW_ORIGINS=http://127.0.0.1:3000,*
# Vector database configuration
# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss, tablestore, matrixone
# support: weaviate, qdrant, milvus, myscale, relyt, pgvecto_rs, pgvector, pgvector, chroma, opensearch, tidb_vector, couchbase, vikingdb, upstash, lindorm, oceanbase, opengauss, tablestore
VECTOR_STORE=weaviate
# Weaviate configuration
@@ -294,13 +294,6 @@ VIKINGDB_SCHEMA=http
VIKINGDB_CONNECTION_TIMEOUT=30
VIKINGDB_SOCKET_TIMEOUT=30
# Matrixone configration
MATRIXONE_HOST=127.0.0.1
MATRIXONE_PORT=6001
MATRIXONE_USER=dump
MATRIXONE_PASSWORD=111
MATRIXONE_DATABASE=dify
# Lindorm configuration
LINDORM_URL=http://ld-*******************-proxy-search-pub.lindorm.aliyuncs.com:30070
LINDORM_USERNAME=admin
@@ -339,11 +332,9 @@ PROMPT_GENERATION_MAX_TOKENS=512
CODE_GENERATION_MAX_TOKENS=1024
PLUGIN_BASED_TOKEN_COUNTING_ENABLED=false
# Mail configuration, support: resend, smtp, sendgrid
# Mail configuration, support: resend, smtp
MAIL_TYPE=
# If using SendGrid, use the 'from' field for authentication if necessary.
MAIL_DEFAULT_SEND_FROM=no-reply <no-reply@dify.ai>
# resend configuration
RESEND_API_KEY=
RESEND_API_URL=https://api.resend.com
# smtp configuration
@@ -353,8 +344,7 @@ SMTP_USERNAME=123
SMTP_PASSWORD=abc
SMTP_USE_TLS=true
SMTP_OPPORTUNISTIC_TLS=false
# Sendgid configuration
SENDGRID_API_KEY=
# Sentry configuration
SENTRY_DSN=
@@ -501,10 +491,3 @@ OTEL_METRIC_EXPORT_TIMEOUT=30000
# Prevent Clickjacking
ALLOW_EMBED=false
# Dataset queue monitor configuration
QUEUE_MONITOR_THRESHOLD=200
# You can configure multiple ones, separated by commas. eg: test1@dify.ai,test2@dify.ai
QUEUE_MONITOR_ALERT_EMAILS=
# Monitor interval in minutes, default is 30 minutes
QUEUE_MONITOR_INTERVAL=30

View File

@@ -1,4 +1,6 @@
exclude = ["migrations/*"]
exclude = [
"migrations/*",
]
line-length = 120
[format]
@@ -7,14 +9,14 @@ quote-style = "double"
[lint]
preview = false
select = [
"B", # flake8-bugbear rules
"C4", # flake8-comprehensions
"E", # pycodestyle E rules
"F", # pyflakes rules
"FURB", # refurb rules
"I", # isort rules
"N", # pep8-naming
"PT", # flake8-pytest-style rules
"B", # flake8-bugbear rules
"C4", # flake8-comprehensions
"E", # pycodestyle E rules
"F", # pyflakes rules
"FURB", # refurb rules
"I", # isort rules
"N", # pep8-naming
"PT", # flake8-pytest-style rules
"PLC0208", # iteration-over-set
"PLC0414", # useless-import-alias
"PLE0604", # invalid-all-object
@@ -22,60 +24,58 @@ select = [
"PLR0402", # manual-from-import
"PLR1711", # useless-return
"PLR1714", # repeated-equality-comparison
"RUF013", # implicit-optional
"RUF019", # unnecessary-key-check
"RUF100", # unused-noqa
"RUF101", # redirected-noqa
"RUF200", # invalid-pyproject-toml
"RUF022", # unsorted-dunder-all
"S506", # unsafe-yaml-load
"SIM", # flake8-simplify rules
"TRY400", # error-instead-of-exception
"TRY401", # verbose-log-message
"UP", # pyupgrade rules
"W191", # tab-indentation
"W605", # invalid-escape-sequence
"RUF013", # implicit-optional
"RUF019", # unnecessary-key-check
"RUF100", # unused-noqa
"RUF101", # redirected-noqa
"RUF200", # invalid-pyproject-toml
"RUF022", # unsorted-dunder-all
"S506", # unsafe-yaml-load
"SIM", # flake8-simplify rules
"TRY400", # error-instead-of-exception
"TRY401", # verbose-log-message
"UP", # pyupgrade rules
"W191", # tab-indentation
"W605", # invalid-escape-sequence
# security related linting rules
# RCE proctection (sort of)
"S102", # exec-builtin, disallow use of `exec`
"S307", # suspicious-eval-usage, disallow use of `eval` and `ast.literal_eval`
"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
]
ignore = [
"E402", # module-import-not-at-top-of-file
"E711", # none-comparison
"E712", # true-false-comparison
"E721", # type-comparison
"E722", # bare-except
"F821", # undefined-name
"F841", # unused-variable
"E402", # module-import-not-at-top-of-file
"E711", # none-comparison
"E712", # true-false-comparison
"E721", # type-comparison
"E722", # bare-except
"F821", # undefined-name
"F841", # unused-variable
"FURB113", # repeated-append
"FURB152", # math-constant
"UP007", # non-pep604-annotation
"UP032", # f-string
"UP045", # non-pep604-annotation-optional
"B005", # strip-with-multi-characters
"B006", # mutable-argument-default
"B007", # unused-loop-control-variable
"B026", # star-arg-unpacking-after-keyword-arg
"B903", # class-as-data-structure
"B904", # raise-without-from-inside-except
"B905", # zip-without-explicit-strict
"N806", # non-lowercase-variable-in-function
"N815", # mixed-case-variable-in-class-scope
"PT011", # pytest-raises-too-broad
"SIM102", # collapsible-if
"SIM103", # needless-bool
"SIM105", # suppressible-exception
"SIM107", # return-in-try-except-finally
"SIM108", # if-else-block-instead-of-if-exp
"SIM113", # enumerate-for-loop
"SIM117", # multiple-with-statements
"SIM210", # if-expr-with-true-false
"UP038", # deprecated and not recommended by Ruff, https://docs.astral.sh/ruff/rules/non-pep604-isinstance/
"UP007", # non-pep604-annotation
"UP032", # f-string
"UP045", # non-pep604-annotation-optional
"B005", # strip-with-multi-characters
"B006", # mutable-argument-default
"B007", # unused-loop-control-variable
"B026", # star-arg-unpacking-after-keyword-arg
"B903", # class-as-data-structure
"B904", # raise-without-from-inside-except
"B905", # zip-without-explicit-strict
"N806", # non-lowercase-variable-in-function
"N815", # mixed-case-variable-in-class-scope
"PT011", # pytest-raises-too-broad
"SIM102", # collapsible-if
"SIM103", # needless-bool
"SIM105", # suppressible-exception
"SIM107", # return-in-try-except-finally
"SIM108", # if-else-block-instead-of-if-exp
"SIM113", # enumerate-for-loop
"SIM117", # multiple-with-statements
"SIM210", # if-expr-with-true-false
]
[lint.per-file-ignores]

View File

@@ -4,7 +4,7 @@ FROM python:3.12-slim-bookworm AS base
WORKDIR /app/api
# Install uv
ENV UV_VERSION=0.7.11
ENV UV_VERSION=0.6.14
RUN pip install --no-cache-dir uv==${UV_VERSION}

View File

@@ -27,7 +27,7 @@ from models.dataset import Dataset, DatasetCollectionBinding, DatasetMetadata, D
from models.dataset import Document as DatasetDocument
from models.model import Account, App, AppAnnotationSetting, AppMode, Conversation, MessageAnnotation
from models.provider import Provider, ProviderModel
from services.account_service import AccountService, RegisterService, TenantService
from services.account_service import 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
@@ -68,7 +68,6 @@ def reset_password(email, new_password, password_confirm):
account.password = base64_password_hashed
account.password_salt = base64_salt
db.session.commit()
AccountService.reset_login_error_rate_limit(email)
click.echo(click.style("Password reset successfully.", fg="green"))
@@ -281,7 +280,6 @@ def migrate_knowledge_vector_database():
VectorType.ELASTICSEARCH,
VectorType.OPENGAUSS,
VectorType.TABLESTORE,
VectorType.MATRIXONE,
}
lower_collection_vector_types = {
VectorType.ANALYTICDB,
@@ -848,9 +846,6 @@ def clear_orphaned_file_records(force: bool):
{"type": "text", "table": "workflow_node_executions", "column": "outputs"},
{"type": "text", "table": "conversations", "column": "introduction"},
{"type": "text", "table": "conversations", "column": "system_instruction"},
{"type": "text", "table": "accounts", "column": "avatar"},
{"type": "text", "table": "apps", "column": "icon"},
{"type": "text", "table": "sites", "column": "icon"},
{"type": "json", "table": "messages", "column": "inputs"},
{"type": "json", "table": "messages", "column": "message"},
]

View File

@@ -609,7 +609,7 @@ class MailConfig(BaseSettings):
"""
MAIL_TYPE: Optional[str] = Field(
description="Email service provider type ('smtp' or 'resend' or 'sendGrid), default to None.",
description="Email service provider type ('smtp' or 'resend'), default to None.",
default=None,
)
@@ -663,11 +663,6 @@ class MailConfig(BaseSettings):
default=50,
)
SENDGRID_API_KEY: Optional[str] = Field(
description="API key for SendGrid service",
default=None,
)
class RagEtlConfig(BaseSettings):
"""

View File

@@ -2,7 +2,7 @@ import os
from typing import Any, Literal, Optional
from urllib.parse import parse_qsl, quote_plus
from pydantic import Field, NonNegativeFloat, NonNegativeInt, PositiveFloat, PositiveInt, computed_field
from pydantic import Field, NonNegativeInt, PositiveFloat, PositiveInt, computed_field
from pydantic_settings import BaseSettings
from .cache.redis_config import RedisConfig
@@ -24,7 +24,6 @@ from .vdb.couchbase_config import CouchbaseConfig
from .vdb.elasticsearch_config import ElasticsearchConfig
from .vdb.huawei_cloud_config import HuaweiCloudConfig
from .vdb.lindorm_config import LindormConfig
from .vdb.matrixone_config import MatrixoneConfig
from .vdb.milvus_config import MilvusConfig
from .vdb.myscale_config import MyScaleConfig
from .vdb.oceanbase_config import OceanBaseVectorConfig
@@ -257,25 +256,6 @@ class InternalTestConfig(BaseSettings):
)
class DatasetQueueMonitorConfig(BaseSettings):
"""
Configuration settings for Dataset Queue Monitor
"""
QUEUE_MONITOR_THRESHOLD: Optional[NonNegativeInt] = Field(
description="Threshold for dataset queue monitor",
default=200,
)
QUEUE_MONITOR_ALERT_EMAILS: Optional[str] = Field(
description="Emails for dataset queue monitor alert, separated by commas",
default=None,
)
QUEUE_MONITOR_INTERVAL: Optional[NonNegativeFloat] = Field(
description="Interval for dataset queue monitor in minutes",
default=30,
)
class MiddlewareConfig(
# place the configs in alphabet order
CeleryConfig,
@@ -323,7 +303,5 @@ class MiddlewareConfig(
BaiduVectorDBConfig,
OpenGaussConfig,
TableStoreConfig,
DatasetQueueMonitorConfig,
MatrixoneConfig,
):
pass

View File

@@ -1,14 +0,0 @@
from pydantic import BaseModel, Field
class MatrixoneConfig(BaseModel):
"""Matrixone vector database configuration."""
MATRIXONE_HOST: str = Field(default="localhost", description="Host address of the Matrixone server")
MATRIXONE_PORT: int = Field(default=6001, description="Port number of the Matrixone server")
MATRIXONE_USER: str = Field(default="dump", description="Username for authenticating with Matrixone")
MATRIXONE_PASSWORD: str = Field(default="111", description="Password for authenticating with Matrixone")
MATRIXONE_DATABASE: str = Field(default="dify", description="Name of the Matrixone database to connect to")
MATRIXONE_METRIC: str = Field(
default="l2", description="Distance metric type for vector similarity search (cosine or l2)"
)

View File

@@ -9,7 +9,7 @@ class PackagingInfo(BaseSettings):
CURRENT_VERSION: str = Field(
description="Dify version",
default="1.5.0",
default="1.4.1",
)
COMMIT_SHA: str = Field(

View File

@@ -60,7 +60,8 @@ class NacosHttpClient:
sign_str = tenant + "+"
if group:
sign_str = sign_str + group + "+"
sign_str += ts # Directly concatenate ts without conditional checks, because the nacos auth header forced it.
if sign_str:
sign_str += ts
return sign_str
def get_access_token(self, force_refresh=False):

View File

@@ -63,7 +63,6 @@ from .app import (
statistic,
workflow,
workflow_app_log,
workflow_draft_variable,
workflow_run,
workflow_statistic,
)

View File

@@ -56,7 +56,8 @@ 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).filter(App.id == args["app_id"])).scalar_one_or_none()
with Session(db.engine) as session:
app = 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")
@@ -77,38 +78,38 @@ class InsertExploreAppListApi(Resource):
select(RecommendedApp).filter(RecommendedApp.app_id == args["app_id"])
).scalar_one_or_none()
if not recommended_app:
recommended_app = RecommendedApp(
app_id=app.id,
description=desc,
copyright=copy_right,
privacy_policy=privacy_policy,
custom_disclaimer=custom_disclaimer,
language=args["language"],
category=args["category"],
position=args["position"],
)
if not recommended_app:
recommended_app = RecommendedApp(
app_id=app.id,
description=desc,
copyright=copy_right,
privacy_policy=privacy_policy,
custom_disclaimer=custom_disclaimer,
language=args["language"],
category=args["category"],
position=args["position"],
)
db.session.add(recommended_app)
db.session.add(recommended_app)
app.is_public = True
db.session.commit()
app.is_public = True
db.session.commit()
return {"result": "success"}, 201
else:
recommended_app.description = desc
recommended_app.copyright = copy_right
recommended_app.privacy_policy = privacy_policy
recommended_app.custom_disclaimer = custom_disclaimer
recommended_app.language = args["language"]
recommended_app.category = args["category"]
recommended_app.position = args["position"]
return {"result": "success"}, 201
else:
recommended_app.description = desc
recommended_app.copyright = copy_right
recommended_app.privacy_policy = privacy_policy
recommended_app.custom_disclaimer = custom_disclaimer
recommended_app.language = args["language"]
recommended_app.category = args["category"]
recommended_app.position = args["position"]
app.is_public = True
app.is_public = True
db.session.commit()
db.session.commit()
return {"result": "success"}, 200
return {"result": "success"}, 200
class InsertExploreAppApi(Resource):

View File

@@ -208,7 +208,7 @@ class AnnotationBatchImportApi(Resource):
if len(request.files) > 1:
raise TooManyFilesError()
# check file type
if not file.filename or not file.filename.lower().endswith(".csv"):
if not file.filename.endswith(".csv"):
raise ValueError("Invalid file type. Only CSV files are allowed")
return AppAnnotationService.batch_import_app_annotations(app_id, file)

View File

@@ -17,8 +17,6 @@ from libs.login import login_required
from models import Account
from models.model import App
from services.app_dsl_service import AppDslService, ImportStatus
from services.enterprise.enterprise_service import EnterpriseService
from services.feature_service import FeatureService
class AppImportApi(Resource):
@@ -62,9 +60,7 @@ class AppImportApi(Resource):
app_id=args.get("app_id"),
)
session.commit()
if result.app_id and FeatureService.get_system_features().webapp_auth.enabled:
# update web app setting as private
EnterpriseService.WebAppAuth.update_app_access_mode(result.app_id, "private")
# Return appropriate status code based on result
status = result.status
if status == ImportStatus.FAILED.value:

View File

@@ -1,6 +1,5 @@
import json
import logging
from collections.abc import Sequence
from typing import cast
from flask import abort, request
@@ -19,12 +18,10 @@ from controllers.console.app.error import (
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
from core.app.app_config.features.file_upload.manager import FileUploadConfigManager
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 extensions.ext_database import db
from factories import file_factory, variable_factory
from factories import variable_factory
from fields.workflow_fields import workflow_fields, workflow_pagination_fields
from fields.workflow_run_fields import workflow_run_node_execution_fields
from libs import helper
@@ -33,7 +30,6 @@ from libs.login import current_user, login_required
from models import App
from models.account import Account
from models.model import AppMode
from models.workflow import Workflow
from services.app_generate_service import AppGenerateService
from services.errors.app import WorkflowHashNotEqualError
from services.errors.llm import InvokeRateLimitError
@@ -42,24 +38,6 @@ from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseE
logger = logging.getLogger(__name__)
# TODO(QuantumGhost): Refactor existing node run API to handle file parameter parsing
# at the controller level rather than in the workflow logic. This would improve separation
# of concerns and make the code more maintainable.
def _parse_file(workflow: Workflow, files: list[dict] | None = None) -> Sequence[File]:
files = files or []
file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False)
file_objs: Sequence[File] = []
if file_extra_config is None:
return file_objs
file_objs = file_factory.build_from_mappings(
mappings=files,
tenant_id=workflow.tenant_id,
config=file_extra_config,
)
return file_objs
class DraftWorkflowApi(Resource):
@setup_required
@login_required
@@ -424,30 +402,15 @@ class DraftWorkflowNodeRunApi(Resource):
parser = reqparse.RequestParser()
parser.add_argument("inputs", type=dict, required=True, nullable=False, location="json")
parser.add_argument("query", type=str, required=False, location="json", default="")
parser.add_argument("files", type=list, location="json", default=[])
args = parser.parse_args()
user_inputs = args.get("inputs")
if user_inputs is None:
inputs = args.get("inputs")
if inputs == None:
raise ValueError("missing inputs")
workflow_srv = WorkflowService()
# fetch draft workflow by app_model
draft_workflow = workflow_srv.get_draft_workflow(app_model=app_model)
if not draft_workflow:
raise ValueError("Workflow not initialized")
files = _parse_file(draft_workflow, args.get("files"))
workflow_service = WorkflowService()
workflow_node_execution = workflow_service.run_draft_workflow_node(
app_model=app_model,
draft_workflow=draft_workflow,
node_id=node_id,
user_inputs=user_inputs,
account=current_user,
query=args.get("query", ""),
files=files,
app_model=app_model, node_id=node_id, user_inputs=inputs, account=current_user
)
return workflow_node_execution
@@ -768,27 +731,6 @@ class WorkflowByIdApi(Resource):
return None, 204
class DraftWorkflowNodeLastRunApi(Resource):
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
@marshal_with(workflow_run_node_execution_fields)
def get(self, app_model: App, node_id: str):
srv = WorkflowService()
workflow = srv.get_draft_workflow(app_model)
if not workflow:
raise NotFound("Workflow not found")
node_exec = srv.get_node_last_run(
app_model=app_model,
workflow=workflow,
node_id=node_id,
)
if node_exec is None:
raise NotFound("last run not found")
return node_exec
api.add_resource(
DraftWorkflowApi,
"/apps/<uuid:app_id>/workflows/draft",
@@ -853,7 +795,3 @@ api.add_resource(
WorkflowByIdApi,
"/apps/<uuid:app_id>/workflows/<string:workflow_id>",
)
api.add_resource(
DraftWorkflowNodeLastRunApi,
"/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/last-run",
)

View File

@@ -6,12 +6,12 @@ from sqlalchemy.orm import Session
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.workflow.entities.workflow_execution import WorkflowExecutionStatus
from extensions.ext_database import db
from fields.workflow_app_log_fields import workflow_app_log_pagination_fields
from libs.login import login_required
from models import App
from models.model import AppMode
from models.workflow import WorkflowRunStatus
from services.workflow_app_service import WorkflowAppService
@@ -34,25 +34,11 @@ class WorkflowAppLogApi(Resource):
parser.add_argument(
"created_at__after", type=str, location="args", help="Filter logs created after this timestamp"
)
parser.add_argument(
"created_by_end_user_session_id",
type=str,
location="args",
required=False,
default=None,
)
parser.add_argument(
"created_by_account",
type=str,
location="args",
required=False,
default=None,
)
parser.add_argument("page", type=int_range(1, 99999), default=1, location="args")
parser.add_argument("limit", type=int_range(1, 100), default=20, location="args")
args = parser.parse_args()
args.status = WorkflowExecutionStatus(args.status) if args.status else None
args.status = WorkflowRunStatus(args.status) if args.status else None
if args.created_at__before:
args.created_at__before = isoparse(args.created_at__before)
@@ -71,8 +57,6 @@ class WorkflowAppLogApi(Resource):
created_at_after=args.created_at__after,
page=args.page,
limit=args.limit,
created_by_end_user_session_id=args.created_by_end_user_session_id,
created_by_account=args.created_by_account,
)
return workflow_app_log_pagination

View File

@@ -1,421 +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.app.wraps import get_app_model
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 App, AppMode, db
from models.workflow import WorkflowDraftVariable
from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
from services.workflow_service import WorkflowService
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_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
def wrapper(*args, **kwargs):
if not current_user.is_editor:
raise Forbidden()
return f(*args, **kwargs)
return wrapper
class WorkflowVariableCollectionApi(Resource):
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
def get(self, app_model: App):
"""
Get draft workflow
"""
parser = _create_pagination_parser()
args = parser.parse_args()
# fetch draft workflow by app_model
workflow_service = WorkflowService()
workflow_exist = workflow_service.is_workflow_exist(app_model=app_model)
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=app_model.id,
page=args.page,
limit=args.limit,
)
return workflow_vars
@_api_prerequisite
def delete(self, app_model: App):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
draft_var_srv.delete_workflow_variables(app_model.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 NodeVariableCollectionApi(Resource):
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
def get(self, app_model: App, 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(app_model.id, node_id)
return node_vars
@_api_prerequisite
def delete(self, app_model: App, node_id: str):
validate_node_id(node_id)
srv = WorkflowDraftVariableService(db.session())
srv.delete_node_variables(app_model.id, node_id)
db.session.commit()
return Response("", 204)
class VariableApi(Resource):
_PATCH_NAME_FIELD = "name"
_PATCH_VALUE_FIELD = "value"
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
def get(self, app_model: App, 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 != app_model.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
return variable
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
def patch(self, app_model: App, 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 != app_model.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=app_model.tenant_id)
elif variable.value_type == SegmentType.ARRAY_FILE:
if not isinstance(raw_value, list):
raise InvalidArgumentError(description=f"expected list for files, got {type(raw_value)}")
if len(raw_value) > 0 and not isinstance(raw_value[0], dict):
raise InvalidArgumentError(description=f"expected dict for files[0], got {type(raw_value)}")
raw_value = build_from_mappings(mappings=raw_value, tenant_id=app_model.tenant_id)
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, app_model: App, 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 != app_model.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
draft_var_srv.delete_variable(variable)
db.session.commit()
return Response("", 204)
class VariableResetApi(Resource):
@_api_prerequisite
def put(self, app_model: App, variable_id: str):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
)
workflow_srv = WorkflowService()
draft_workflow = workflow_srv.get_draft_workflow(app_model)
if draft_workflow is None:
raise NotFoundError(
f"Draft workflow not found, app_id={app_model.id}",
)
variable = draft_var_srv.get_variable(variable_id=variable_id)
if variable is None:
raise NotFoundError(description=f"variable not found, id={variable_id}")
if variable.app_id != app_model.id:
raise NotFoundError(description=f"variable not found, id={variable_id}")
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(app_model: App, 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(app_model.id)
elif node_id == SYSTEM_VARIABLE_NODE_ID:
draft_vars = draft_var_srv.list_system_variables(app_model.id)
else:
draft_vars = draft_var_srv.list_node_variables(app_id=app_model.id, node_id=node_id)
return draft_vars
class ConversationVariableCollectionApi(Resource):
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
def get(self, app_model: App):
# NOTE(QuantumGhost): Prefill conversation variables into the draft variables table
# so their IDs can be returned to the caller.
workflow_srv = WorkflowService()
draft_workflow = workflow_srv.get_draft_workflow(app_model)
if draft_workflow is None:
raise NotFoundError(description=f"draft workflow not found, id={app_model.id}")
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(draft_workflow)
db.session.commit()
return _get_variable_list(app_model, CONVERSATION_VARIABLE_NODE_ID)
class SystemVariableCollectionApi(Resource):
@_api_prerequisite
@marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
def get(self, app_model: App):
return _get_variable_list(app_model, SYSTEM_VARIABLE_NODE_ID)
class EnvironmentVariableCollectionApi(Resource):
@_api_prerequisite
def get(self, app_model: App):
"""
Get draft workflow
"""
# fetch draft workflow by app_model
workflow_service = WorkflowService()
workflow = workflow_service.get_draft_workflow(app_model=app_model)
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(
WorkflowVariableCollectionApi,
"/apps/<uuid:app_id>/workflows/draft/variables",
)
api.add_resource(NodeVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/nodes/<string:node_id>/variables")
api.add_resource(VariableApi, "/apps/<uuid:app_id>/workflows/draft/variables/<uuid:variable_id>")
api.add_resource(VariableResetApi, "/apps/<uuid:app_id>/workflows/draft/variables/<uuid:variable_id>/reset")
api.add_resource(ConversationVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/conversation-variables")
api.add_resource(SystemVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/system-variables")
api.add_resource(EnvironmentVariableCollectionApi, "/apps/<uuid:app_id>/workflows/draft/environment-variables")

View File

@@ -8,15 +8,6 @@ from libs.login import current_user
from models import App, AppMode
def _load_app_model(app_id: str) -> Optional[App]:
app_model = (
db.session.query(App)
.filter(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
.first()
)
return app_model
def get_app_model(view: Optional[Callable] = None, *, mode: Union[AppMode, list[AppMode], None] = None):
def decorator(view_func):
@wraps(view_func)
@@ -29,7 +20,11 @@ def get_app_model(view: Optional[Callable] = None, *, mode: Union[AppMode, list[
del kwargs["app_id"]
app_model = _load_app_model(app_id)
app_model = (
db.session.query(App)
.filter(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal")
.first()
)
if not app_model:
raise AppNotFoundError()

View File

@@ -119,6 +119,9 @@ class ForgotPasswordResetApi(Resource):
if not reset_data:
raise InvalidTokenError()
# Must use token in reset phase
if reset_data.get("phase", "") != "reset":
raise InvalidTokenError()
# Must use token in reset phase
if reset_data.get("phase", "") != "reset":
raise InvalidTokenError()

View File

@@ -686,7 +686,6 @@ class DatasetRetrievalSettingApi(Resource):
| VectorType.TABLESTORE
| VectorType.HUAWEI_CLOUD
| VectorType.TENCENT
| VectorType.MATRIXONE
):
return {
"retrieval_method": [
@@ -734,7 +733,6 @@ class DatasetRetrievalSettingMockApi(Resource):
| VectorType.TABLESTORE
| VectorType.TENCENT
| VectorType.HUAWEI_CLOUD
| VectorType.MATRIXONE
):
return {
"retrieval_method": [

View File

@@ -5,7 +5,7 @@ from typing import cast
from flask import request
from flask_login import current_user
from flask_restful import Resource, marshal, marshal_with, reqparse
from flask_restful import Resource, fields, marshal, marshal_with, reqparse
from sqlalchemy import asc, desc, select
from werkzeug.exceptions import Forbidden, NotFound
@@ -43,6 +43,7 @@ from core.model_runtime.errors.invoke import InvokeAuthorizationError
from core.plugin.impl.exc import PluginDaemonClientSideError
from core.rag.extractor.entity.extract_setting import ExtractSetting
from extensions.ext_database import db
from extensions.ext_redis import redis_client
from fields.document_fields import (
dataset_and_document_fields,
document_fields,
@@ -53,6 +54,8 @@ from libs.login import login_required
from models import Dataset, DatasetProcessRule, Document, DocumentSegment, UploadFile
from services.dataset_service import DatasetService, DocumentService
from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
from tasks.add_document_to_index_task import add_document_to_index_task
from tasks.remove_document_from_index_task import remove_document_from_index_task
class DocumentResource(Resource):
@@ -239,10 +242,12 @@ class DatasetDocumentListApi(Resource):
return response
documents_and_batch_fields = {"documents": fields.List(fields.Nested(document_fields)), "batch": fields.String}
@setup_required
@login_required
@account_initialization_required
@marshal_with(dataset_and_document_fields)
@marshal_with(documents_and_batch_fields)
@cloud_edition_billing_resource_check("vector_space")
@cloud_edition_billing_rate_limit_check("knowledge")
def post(self, dataset_id):
@@ -288,8 +293,6 @@ class DatasetDocumentListApi(Resource):
try:
documents, batch = DocumentService.save_document_with_dataset_id(dataset, knowledge_config, current_user)
dataset = DatasetService.get_dataset(dataset_id)
except ProviderTokenNotInitError as ex:
raise ProviderNotInitializeError(ex.description)
except QuotaExceededError:
@@ -297,7 +300,7 @@ class DatasetDocumentListApi(Resource):
except ModelCurrentlyNotSupportError:
raise ProviderModelCurrentlyNotSupportError()
return {"dataset": dataset, "documents": documents, "batch": batch}
return {"documents": documents, "batch": batch}
@setup_required
@login_required
@@ -859,16 +862,77 @@ class DocumentStatusApi(DocumentResource):
DatasetService.check_dataset_permission(dataset, current_user)
document_ids = request.args.getlist("document_id")
for document_id in document_ids:
document = self.get_document(dataset_id, document_id)
try:
DocumentService.batch_update_document_status(dataset, document_ids, action, current_user)
except services.errors.document.DocumentIndexingError as e:
raise InvalidActionError(str(e))
except ValueError as e:
raise InvalidActionError(str(e))
except NotFound as e:
raise NotFound(str(e))
indexing_cache_key = "document_{}_indexing".format(document.id)
cache_result = redis_client.get(indexing_cache_key)
if cache_result is not None:
raise InvalidActionError(f"Document:{document.name} is being indexed, please try again later")
if action == "enable":
if document.enabled:
continue
document.enabled = True
document.disabled_at = None
document.disabled_by = None
document.updated_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
# Set cache to prevent indexing the same document multiple times
redis_client.setex(indexing_cache_key, 600, 1)
add_document_to_index_task.delay(document_id)
elif action == "disable":
if not document.completed_at or document.indexing_status != "completed":
raise InvalidActionError(f"Document: {document.name} is not completed.")
if not document.enabled:
continue
document.enabled = False
document.disabled_at = datetime.now(UTC).replace(tzinfo=None)
document.disabled_by = current_user.id
document.updated_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
# Set cache to prevent indexing the same document multiple times
redis_client.setex(indexing_cache_key, 600, 1)
remove_document_from_index_task.delay(document_id)
elif action == "archive":
if document.archived:
continue
document.archived = True
document.archived_at = datetime.now(UTC).replace(tzinfo=None)
document.archived_by = current_user.id
document.updated_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
if document.enabled:
# Set cache to prevent indexing the same document multiple times
redis_client.setex(indexing_cache_key, 600, 1)
remove_document_from_index_task.delay(document_id)
elif action == "un_archive":
if not document.archived:
continue
document.archived = False
document.archived_at = None
document.archived_by = None
document.updated_at = datetime.now(UTC).replace(tzinfo=None)
db.session.commit()
# Set cache to prevent indexing the same document multiple times
redis_client.setex(indexing_cache_key, 600, 1)
add_document_to_index_task.delay(document_id)
else:
raise InvalidActionError()
return {"result": "success"}, 200

View File

@@ -374,7 +374,7 @@ class DatasetDocumentSegmentBatchImportApi(Resource):
if len(request.files) > 1:
raise TooManyFilesError()
# check file type
if not file.filename or not file.filename.lower().endswith(".csv"):
if not file.filename.endswith(".csv"):
raise ValueError("Invalid file type. Only CSV files are allowed")
try:

View File

@@ -59,14 +59,7 @@ class InstalledAppsListApi(Resource):
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)
for installed_app in installed_app_list:
webapp_setting = webapp_settings.get(installed_app["app"].id)
if not webapp_setting:
continue
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,

View File

@@ -15,7 +15,7 @@ class LoadBalancingCredentialsValidateApi(Resource):
@login_required
@account_initialization_required
def post(self, provider: str):
if not TenantAccountRole.is_privileged_role(current_user.current_role):
if not TenantAccountRole.is_privileged_role(current_user.current_tenant.current_role):
raise Forbidden()
tenant_id = current_user.current_tenant_id
@@ -64,7 +64,7 @@ class LoadBalancingConfigCredentialsValidateApi(Resource):
@login_required
@account_initialization_required
def post(self, provider: str, config_id: str):
if not TenantAccountRole.is_privileged_role(current_user.current_role):
if not TenantAccountRole.is_privileged_role(current_user.current_tenant.current_role):
raise Forbidden()
tenant_id = current_user.current_tenant_id

View File

@@ -44,17 +44,6 @@ def only_edition_cloud(view):
return decorated
def only_edition_enterprise(view):
@wraps(view)
def decorated(*args, **kwargs):
if not dify_config.ENTERPRISE_ENABLED:
abort(404)
return view(*args, **kwargs)
return decorated
def only_edition_self_hosted(view):
@wraps(view)
def decorated(*args, **kwargs):

View File

@@ -29,7 +29,7 @@ from core.plugin.entities.request import (
RequestRequestUploadFile,
)
from core.tools.entities.tool_entities import ToolProviderType
from libs.helper import length_prefixed_response
from libs.helper import compact_generate_response
from models.account import Account, Tenant
from models.model import EndUser
@@ -44,7 +44,7 @@ class PluginInvokeLLMApi(Resource):
response = PluginModelBackwardsInvocation.invoke_llm(user_model.id, tenant_model, payload)
return PluginModelBackwardsInvocation.convert_to_event_stream(response)
return length_prefixed_response(0xF, generator())
return compact_generate_response(generator())
class PluginInvokeTextEmbeddingApi(Resource):
@@ -101,7 +101,7 @@ class PluginInvokeTTSApi(Resource):
)
return PluginModelBackwardsInvocation.convert_to_event_stream(response)
return length_prefixed_response(0xF, generator())
return compact_generate_response(generator())
class PluginInvokeSpeech2TextApi(Resource):
@@ -162,7 +162,7 @@ class PluginInvokeToolApi(Resource):
),
)
return length_prefixed_response(0xF, generator())
return compact_generate_response(generator())
class PluginInvokeParameterExtractorNodeApi(Resource):
@@ -228,7 +228,7 @@ class PluginInvokeAppApi(Resource):
files=payload.files,
)
return length_prefixed_response(0xF, PluginAppBackwardsInvocation.convert_to_event_stream(response))
return compact_generate_response(PluginAppBackwardsInvocation.convert_to_event_stream(response))
class PluginInvokeEncryptApi(Resource):

View File

@@ -2,14 +2,12 @@ from collections.abc import Callable
from functools import wraps
from typing import Optional
from flask import current_app, request
from flask_login import user_logged_in
from flask import request
from flask_restful import reqparse
from pydantic import BaseModel
from sqlalchemy.orm import Session
from extensions.ext_database import db
from libs.login import _get_user
from models.account import Account, Tenant
from models.model import EndUser
from services.account_service import AccountService
@@ -32,7 +30,6 @@ def get_user(tenant_id: str, user_id: str | None) -> Account | EndUser:
)
session.add(user_model)
session.commit()
session.refresh(user_model)
else:
user_model = AccountService.load_user(user_id)
if not user_model:
@@ -83,12 +80,7 @@ def get_user_tenant(view: Optional[Callable] = None):
raise ValueError("tenant not found")
kwargs["tenant_model"] = tenant_model
user = get_user(tenant_id, user_id)
kwargs["user_model"] = user
current_app.login_manager._update_request_context_with_user(user) # type: ignore
user_logged_in.send(current_app._get_current_object(), user=_get_user()) # type: ignore
kwargs["user_model"] = get_user(tenant_id, user_id)
return view_func(*args, **kwargs)

View File

@@ -9,13 +9,13 @@ from fields.annotation_fields import (
annotation_fields,
)
from libs.login import current_user
from models.model import App
from models.model import App, EndUser
from services.annotation_service import AppAnnotationService
class AnnotationReplyActionApi(Resource):
@validate_app_token
def post(self, app_model: App, action):
def post(self, app_model: App, end_user: EndUser, action):
parser = reqparse.RequestParser()
parser.add_argument("score_threshold", required=True, type=float, location="json")
parser.add_argument("embedding_provider_name", required=True, type=str, location="json")
@@ -32,7 +32,7 @@ class AnnotationReplyActionApi(Resource):
class AnnotationReplyActionStatusApi(Resource):
@validate_app_token
def get(self, app_model: App, job_id, action):
def get(self, app_model: App, end_user: EndUser, job_id, action):
job_id = str(job_id)
app_annotation_job_key = "{}_app_annotation_job_{}".format(action, str(job_id))
cache_result = redis_client.get(app_annotation_job_key)
@@ -50,7 +50,7 @@ class AnnotationReplyActionStatusApi(Resource):
class AnnotationListApi(Resource):
@validate_app_token
def get(self, app_model: App):
def get(self, app_model: App, end_user: EndUser):
page = request.args.get("page", default=1, type=int)
limit = request.args.get("limit", default=20, type=int)
keyword = request.args.get("keyword", default="", type=str)
@@ -67,7 +67,7 @@ class AnnotationListApi(Resource):
@validate_app_token
@marshal_with(annotation_fields)
def post(self, app_model: App):
def post(self, app_model: App, end_user: EndUser):
parser = reqparse.RequestParser()
parser.add_argument("question", required=True, type=str, location="json")
parser.add_argument("answer", required=True, type=str, location="json")
@@ -79,7 +79,7 @@ class AnnotationListApi(Resource):
class AnnotationUpdateDeleteApi(Resource):
@validate_app_token
@marshal_with(annotation_fields)
def put(self, app_model: App, annotation_id):
def put(self, app_model: App, end_user: EndUser, annotation_id):
if not current_user.is_editor:
raise Forbidden()
@@ -92,7 +92,7 @@ class AnnotationUpdateDeleteApi(Resource):
return annotation
@validate_app_token
def delete(self, app_model: App, annotation_id):
def delete(self, app_model: App, end_user: EndUser, annotation_id):
if not current_user.is_editor:
raise Forbidden()

View File

@@ -47,13 +47,7 @@ class AppInfoApi(Resource):
def get(self, app_model: App):
"""Get app information"""
tags = [tag.name for tag in app_model.tags]
return {
"name": app_model.name,
"description": app_model.description,
"tags": tags,
"mode": app_model.mode,
"author_name": app_model.author_name,
}
return {"name": app_model.name, "description": app_model.description, "tags": tags, "mode": app_model.mode}
api.add_resource(AppParameterApi, "/parameters")

View File

@@ -24,13 +24,12 @@ from core.errors.error import (
QuotaExceededError,
)
from core.model_runtime.errors.invoke import InvokeError
from core.workflow.entities.workflow_execution import WorkflowExecutionStatus
from extensions.ext_database import db
from fields.workflow_app_log_fields import workflow_app_log_pagination_fields
from libs import helper
from libs.helper import TimestampField
from models.model import App, AppMode, EndUser
from models.workflow import WorkflowRun
from models.workflow import WorkflowRun, WorkflowRunStatus
from services.app_generate_service import AppGenerateService
from services.errors.llm import InvokeRateLimitError
from services.workflow_app_service import WorkflowAppService
@@ -135,25 +134,11 @@ class WorkflowAppLogApi(Resource):
parser.add_argument("status", type=str, choices=["succeeded", "failed", "stopped"], location="args")
parser.add_argument("created_at__before", type=str, location="args")
parser.add_argument("created_at__after", type=str, location="args")
parser.add_argument(
"created_by_end_user_session_id",
type=str,
location="args",
required=False,
default=None,
)
parser.add_argument(
"created_by_account",
type=str,
location="args",
required=False,
default=None,
)
parser.add_argument("page", type=int_range(1, 99999), default=1, location="args")
parser.add_argument("limit", type=int_range(1, 100), default=20, location="args")
args = parser.parse_args()
args.status = WorkflowExecutionStatus(args.status) if args.status else None
args.status = WorkflowRunStatus(args.status) if args.status else None
if args.created_at__before:
args.created_at__before = isoparse(args.created_at__before)
@@ -172,8 +157,6 @@ class WorkflowAppLogApi(Resource):
created_at_after=args.created_at__after,
page=args.page,
limit=args.limit,
created_by_end_user_session_id=args.created_by_end_user_session_id,
created_by_account=args.created_by_account,
)
return workflow_app_log_pagination

View File

@@ -1,25 +1,19 @@
from flask import request
from flask_restful import marshal, marshal_with, reqparse
from flask_restful import marshal, reqparse
from werkzeug.exceptions import Forbidden, NotFound
import services.dataset_service
from controllers.service_api import api
from controllers.service_api.dataset.error import DatasetInUseError, DatasetNameDuplicateError, InvalidActionError
from controllers.service_api.wraps import (
DatasetApiResource,
cloud_edition_billing_rate_limit_check,
validate_dataset_token,
)
from controllers.service_api.dataset.error import DatasetInUseError, DatasetNameDuplicateError
from controllers.service_api.wraps import DatasetApiResource
from core.model_runtime.entities.model_entities import ModelType
from core.plugin.entities.plugin import ModelProviderID
from core.provider_manager import ProviderManager
from fields.dataset_fields import dataset_detail_fields
from fields.tag_fields import tag_fields
from libs.login import current_user
from models.dataset import Dataset, DatasetPermissionEnum
from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService
from services.dataset_service import DatasetPermissionService, DatasetService
from services.entities.knowledge_entities.knowledge_entities import RetrievalModel
from services.tag_service import TagService
def _validate_name(name):
@@ -74,7 +68,6 @@ class DatasetListApi(DatasetApiResource):
response = {"data": data, "has_more": len(datasets) == limit, "limit": limit, "total": total, "page": page}
return response, 200
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id):
"""Resource for creating datasets."""
parser = reqparse.RequestParser()
@@ -198,7 +191,6 @@ class DatasetApi(DatasetApiResource):
return data, 200
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def patch(self, _, dataset_id):
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)
@@ -299,7 +291,6 @@ class DatasetApi(DatasetApiResource):
return result_data, 200
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def delete(self, _, dataset_id):
"""
Deletes a dataset given its ID.
@@ -329,186 +320,5 @@ class DatasetApi(DatasetApiResource):
raise DatasetInUseError()
class DocumentStatusApi(DatasetApiResource):
"""Resource for batch document status operations."""
def patch(self, tenant_id, dataset_id, action):
"""
Batch update document status.
Args:
tenant_id: tenant id
dataset_id: dataset id
action: action to perform (enable, disable, archive, un_archive)
Returns:
dict: A dictionary with a key 'result' and a value 'success'
int: HTTP status code 200 indicating that the operation was successful.
Raises:
NotFound: If the dataset with the given ID does not exist.
Forbidden: If the user does not have permission.
InvalidActionError: If the action is invalid or cannot be performed.
"""
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
# Check user's permission
try:
DatasetService.check_dataset_permission(dataset, current_user)
except services.errors.account.NoPermissionError as e:
raise Forbidden(str(e))
# Check dataset model setting
DatasetService.check_dataset_model_setting(dataset)
# Get document IDs from request body
data = request.get_json()
document_ids = data.get("document_ids", [])
try:
DocumentService.batch_update_document_status(dataset, document_ids, action, current_user)
except services.errors.document.DocumentIndexingError as e:
raise InvalidActionError(str(e))
except ValueError as e:
raise InvalidActionError(str(e))
return {"result": "success"}, 200
class DatasetTagsApi(DatasetApiResource):
@validate_dataset_token
@marshal_with(tag_fields)
def get(self, _, dataset_id):
"""Get all knowledge type tags."""
tags = TagService.get_tags("knowledge", current_user.current_tenant_id)
return tags, 200
@validate_dataset_token
def post(self, _, dataset_id):
"""Add a knowledge type tag."""
if not (current_user.is_editor or current_user.is_dataset_editor):
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument(
"name",
nullable=False,
required=True,
help="Name must be between 1 to 50 characters.",
type=DatasetTagsApi._validate_tag_name,
)
args = parser.parse_args()
args["type"] = "knowledge"
tag = TagService.save_tags(args)
response = {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": 0}
return response, 200
@validate_dataset_token
def patch(self, _, dataset_id):
if not (current_user.is_editor or current_user.is_dataset_editor):
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument(
"name",
nullable=False,
required=True,
help="Name must be between 1 to 50 characters.",
type=DatasetTagsApi._validate_tag_name,
)
parser.add_argument("tag_id", nullable=False, required=True, help="Id of a tag.", type=str)
args = parser.parse_args()
args["type"] = "knowledge"
tag = TagService.update_tags(args, args.get("tag_id"))
binding_count = TagService.get_tag_binding_count(args.get("tag_id"))
response = {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": binding_count}
return response, 200
@validate_dataset_token
def delete(self, _, dataset_id):
"""Delete a knowledge type tag."""
if not current_user.is_editor:
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("tag_id", nullable=False, required=True, help="Id of a tag.", type=str)
args = parser.parse_args()
TagService.delete_tag(args.get("tag_id"))
return 204
@staticmethod
def _validate_tag_name(name):
if not name or len(name) < 1 or len(name) > 50:
raise ValueError("Name must be between 1 to 50 characters.")
return name
class DatasetTagBindingApi(DatasetApiResource):
@validate_dataset_token
def post(self, _, dataset_id):
# The role of the current user in the ta table must be admin, owner, editor, or dataset_operator
if not (current_user.is_editor or current_user.is_dataset_editor):
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument(
"tag_ids", type=list, nullable=False, required=True, location="json", help="Tag IDs is required."
)
parser.add_argument(
"target_id", type=str, nullable=False, required=True, location="json", help="Target Dataset ID is required."
)
args = parser.parse_args()
args["type"] = "knowledge"
TagService.save_tag_binding(args)
return 204
class DatasetTagUnbindingApi(DatasetApiResource):
@validate_dataset_token
def post(self, _, dataset_id):
# The role of the current user in the ta table must be admin, owner, editor, or dataset_operator
if not (current_user.is_editor or current_user.is_dataset_editor):
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("tag_id", type=str, nullable=False, required=True, help="Tag ID is required.")
parser.add_argument("target_id", type=str, nullable=False, required=True, help="Target ID is required.")
args = parser.parse_args()
args["type"] = "knowledge"
TagService.delete_tag_binding(args)
return 204
class DatasetTagsBindingStatusApi(DatasetApiResource):
@validate_dataset_token
def get(self, _, *args, **kwargs):
"""Get all knowledge type tags."""
dataset_id = kwargs.get("dataset_id")
tags = TagService.get_tags_by_target_id("knowledge", current_user.current_tenant_id, str(dataset_id))
tags_list = [{"id": tag.id, "name": tag.name} for tag in tags]
response = {"data": tags_list, "total": len(tags)}
return response, 200
api.add_resource(DatasetListApi, "/datasets")
api.add_resource(DatasetApi, "/datasets/<uuid:dataset_id>")
api.add_resource(DocumentStatusApi, "/datasets/<uuid:dataset_id>/documents/status/<string:action>")
api.add_resource(DatasetTagsApi, "/datasets/tags")
api.add_resource(DatasetTagBindingApi, "/datasets/tags/binding")
api.add_resource(DatasetTagUnbindingApi, "/datasets/tags/unbinding")
api.add_resource(DatasetTagsBindingStatusApi, "/datasets/<uuid:dataset_id>/tags")

View File

@@ -19,11 +19,7 @@ from controllers.service_api.dataset.error import (
ArchivedDocumentImmutableError,
DocumentIndexingError,
)
from controllers.service_api.wraps import (
DatasetApiResource,
cloud_edition_billing_rate_limit_check,
cloud_edition_billing_resource_check,
)
from controllers.service_api.wraps import DatasetApiResource, cloud_edition_billing_resource_check
from core.errors.error import ProviderTokenNotInitError
from extensions.ext_database import db
from fields.document_fields import document_fields, document_status_fields
@@ -39,7 +35,6 @@ class DocumentAddByTextApi(DatasetApiResource):
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_resource_check("documents", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id):
"""Create document by text."""
parser = reqparse.RequestParser()
@@ -104,7 +99,6 @@ class DocumentUpdateByTextApi(DatasetApiResource):
"""Resource for update documents."""
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id, document_id):
"""Update document by text."""
parser = reqparse.RequestParser()
@@ -164,7 +158,6 @@ class DocumentAddByFileApi(DatasetApiResource):
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_resource_check("documents", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id):
"""Create document by upload file."""
args = {}
@@ -182,11 +175,8 @@ class DocumentAddByFileApi(DatasetApiResource):
if not dataset:
raise ValueError("Dataset does not exist.")
indexing_technique = args.get("indexing_technique") or dataset.indexing_technique
if not indexing_technique:
if not dataset.indexing_technique and not args.get("indexing_technique"):
raise ValueError("indexing_technique is required.")
args["indexing_technique"] = indexing_technique
# save file info
file = request.files["file"]
@@ -216,16 +206,12 @@ class DocumentAddByFileApi(DatasetApiResource):
knowledge_config = KnowledgeConfig(**args)
DocumentService.document_create_args_validate(knowledge_config)
dataset_process_rule = dataset.latest_process_rule if "process_rule" not in args else None
if not knowledge_config.original_document_id and not dataset_process_rule and not knowledge_config.process_rule:
raise ValueError("process_rule is required.")
try:
documents, batch = DocumentService.save_document_with_dataset_id(
dataset=dataset,
knowledge_config=knowledge_config,
account=dataset.created_by_account,
dataset_process_rule=dataset_process_rule,
dataset_process_rule=dataset.latest_process_rule if "process_rule" not in args else None,
created_from="api",
)
except ProviderTokenNotInitError as ex:
@@ -239,7 +225,6 @@ class DocumentUpdateByFileApi(DatasetApiResource):
"""Resource for update documents."""
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id, document_id):
"""Update document by upload file."""
args = {}
@@ -310,7 +295,6 @@ class DocumentUpdateByFileApi(DatasetApiResource):
class DocumentDeleteApi(DatasetApiResource):
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def delete(self, tenant_id, dataset_id, document_id):
"""Delete document."""
document_id = str(document_id)

View File

@@ -1,10 +1,9 @@
from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase
from controllers.service_api import api
from controllers.service_api.wraps import DatasetApiResource, cloud_edition_billing_rate_limit_check
from controllers.service_api.wraps import DatasetApiResource
class HitTestingApi(DatasetApiResource, DatasetsHitTestingBase):
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id):
dataset_id_str = str(dataset_id)

View File

@@ -3,7 +3,7 @@ from flask_restful import marshal, reqparse
from werkzeug.exceptions import NotFound
from controllers.service_api import api
from controllers.service_api.wraps import DatasetApiResource, cloud_edition_billing_rate_limit_check
from controllers.service_api.wraps import DatasetApiResource
from fields.dataset_fields import dataset_metadata_fields
from services.dataset_service import DatasetService
from services.entities.knowledge_entities.knowledge_entities import (
@@ -14,7 +14,6 @@ from services.metadata_service import MetadataService
class DatasetMetadataCreateServiceApi(DatasetApiResource):
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id):
parser = reqparse.RequestParser()
parser.add_argument("type", type=str, required=True, nullable=True, location="json")
@@ -40,7 +39,6 @@ class DatasetMetadataCreateServiceApi(DatasetApiResource):
class DatasetMetadataServiceApi(DatasetApiResource):
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def patch(self, tenant_id, dataset_id, metadata_id):
parser = reqparse.RequestParser()
parser.add_argument("name", type=str, required=True, nullable=True, location="json")
@@ -56,7 +54,6 @@ class DatasetMetadataServiceApi(DatasetApiResource):
metadata = MetadataService.update_metadata_name(dataset_id_str, metadata_id_str, args.get("name"))
return marshal(metadata, dataset_metadata_fields), 200
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def delete(self, tenant_id, dataset_id, metadata_id):
dataset_id_str = str(dataset_id)
metadata_id_str = str(metadata_id)
@@ -76,7 +73,6 @@ class DatasetMetadataBuiltInFieldServiceApi(DatasetApiResource):
class DatasetMetadataBuiltInFieldActionServiceApi(DatasetApiResource):
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id, action):
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)
@@ -92,7 +88,6 @@ class DatasetMetadataBuiltInFieldActionServiceApi(DatasetApiResource):
class DocumentMetadataEditServiceApi(DatasetApiResource):
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id):
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)

View File

@@ -8,7 +8,6 @@ from controllers.service_api.app.error import ProviderNotInitializeError
from controllers.service_api.wraps import (
DatasetApiResource,
cloud_edition_billing_knowledge_limit_check,
cloud_edition_billing_rate_limit_check,
cloud_edition_billing_resource_check,
)
from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
@@ -36,7 +35,6 @@ class SegmentApi(DatasetApiResource):
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_knowledge_limit_check("add_segment", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id, document_id):
"""Create single segment."""
# check dataset
@@ -141,7 +139,6 @@ class SegmentApi(DatasetApiResource):
class DatasetSegmentApi(DatasetApiResource):
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def delete(self, tenant_id, dataset_id, document_id, segment_id):
# check dataset
dataset_id = str(dataset_id)
@@ -165,7 +162,6 @@ class DatasetSegmentApi(DatasetApiResource):
return 204
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id, document_id, segment_id):
# check dataset
dataset_id = str(dataset_id)
@@ -212,35 +208,12 @@ class DatasetSegmentApi(DatasetApiResource):
)
return {"data": marshal(updated_segment, segment_fields), "doc_form": document.doc_form}, 200
def get(self, tenant_id, dataset_id, document_id, segment_id):
# check dataset
dataset_id = str(dataset_id)
tenant_id = str(tenant_id)
dataset = db.session.query(Dataset).filter(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first()
if not dataset:
raise NotFound("Dataset not found.")
# check user's model setting
DatasetService.check_dataset_model_setting(dataset)
# check document
document_id = str(document_id)
document = DocumentService.get_document(dataset_id, document_id)
if not document:
raise NotFound("Document not found.")
# check segment
segment_id = str(segment_id)
segment = SegmentService.get_segment_by_id(segment_id=segment_id, tenant_id=current_user.current_tenant_id)
if not segment:
raise NotFound("Segment not found.")
return {"data": marshal(segment, segment_fields), "doc_form": document.doc_form}, 200
class ChildChunkApi(DatasetApiResource):
"""Resource for child chunks."""
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_knowledge_limit_check("add_segment", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def post(self, tenant_id, dataset_id, document_id, segment_id):
"""Create child chunk."""
# check dataset
@@ -337,7 +310,6 @@ class DatasetChildChunkApi(DatasetApiResource):
"""Resource for updating child chunks."""
@cloud_edition_billing_knowledge_limit_check("add_segment", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def delete(self, tenant_id, dataset_id, document_id, segment_id, child_chunk_id):
"""Delete child chunk."""
# check dataset
@@ -376,7 +348,6 @@ class DatasetChildChunkApi(DatasetApiResource):
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_knowledge_limit_check("add_segment", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
def patch(self, tenant_id, dataset_id, document_id, segment_id, child_chunk_id):
"""Update child chunk."""
# check dataset

View File

@@ -15,17 +15,4 @@ api.add_resource(FileApi, "/files/upload")
api.add_resource(RemoteFileInfoApi, "/remote-files/<path:url>")
api.add_resource(RemoteFileUploadApi, "/remote-files/upload")
from . import (
app,
audio,
completion,
conversation,
feature,
forgot_password,
login,
message,
passport,
saved_message,
site,
workflow,
)
from . import app, audio, completion, conversation, feature, message, passport, saved_message, site, workflow

View File

@@ -10,8 +10,6 @@ from libs.passport import PassportService
from models.model import App, AppMode
from services.app_service import AppService
from services.enterprise.enterprise_service import EnterpriseService
from services.feature_service import FeatureService
from services.webapp_auth_service import WebAppAuthService
class AppParameterApi(WebApiResource):
@@ -48,22 +46,10 @@ class AppMeta(WebApiResource):
class AppAccessMode(Resource):
def get(self):
parser = reqparse.RequestParser()
parser.add_argument("appId", type=str, required=False, location="args")
parser.add_argument("appCode", type=str, required=False, location="args")
parser.add_argument("appId", type=str, required=True, location="args")
args = parser.parse_args()
features = FeatureService.get_system_features()
if not features.webapp_auth.enabled:
return {"accessMode": "public"}
app_id = args.get("appId")
if args.get("appCode"):
app_code = args["appCode"]
app_id = AppService.get_app_id_by_code(app_code)
if not app_id:
raise ValueError("appId or appCode must be provided")
app_id = args["appId"]
res = EnterpriseService.WebAppAuth.get_app_access_mode_by_id(app_id)
return {"accessMode": res.access_mode}
@@ -89,10 +75,6 @@ class AppWebAuthPermission(Resource):
except Exception as e:
pass
features = FeatureService.get_system_features()
if not features.webapp_auth.enabled:
return {"result": True}
parser = reqparse.RequestParser()
parser.add_argument("appId", type=str, required=True, location="args")
args = parser.parse_args()
@@ -100,9 +82,7 @@ class AppWebAuthPermission(Resource):
app_id = args["appId"]
app_code = AppService.get_app_code_by_id(app_id)
res = True
if WebAppAuthService.is_app_require_permission_check(app_id=app_id):
res = EnterpriseService.WebAppAuth.is_user_allowed_to_access_webapp(str(user_id), app_code)
res = EnterpriseService.WebAppAuth.is_user_allowed_to_access_webapp(str(user_id), app_code)
return {"result": res}

View File

@@ -139,13 +139,3 @@ class InvokeRateLimitError(BaseHTTPException):
error_code = "rate_limit_error"
description = "Rate Limit Error"
code = 429
class NotFoundError(BaseHTTPException):
error_code = "not_found"
code = 404
class InvalidArgumentError(BaseHTTPException):
error_code = "invalid_param"
code = 400

View File

@@ -1,147 +0,0 @@
import base64
import secrets
from flask import request
from flask_restful import Resource, reqparse
from sqlalchemy import select
from sqlalchemy.orm import Session
from controllers.console.auth.error import (
EmailCodeError,
EmailPasswordResetLimitError,
InvalidEmailError,
InvalidTokenError,
PasswordMismatchError,
)
from controllers.console.error import AccountNotFound, EmailSendIpLimitError
from controllers.console.wraps import email_password_login_enabled, only_edition_enterprise, setup_required
from controllers.web import api
from extensions.ext_database import db
from libs.helper import email, extract_remote_ip
from libs.password import hash_password, valid_password
from models.account import Account
from services.account_service import AccountService
class ForgotPasswordSendEmailApi(Resource):
@only_edition_enterprise
@setup_required
@email_password_login_enabled
def post(self):
parser = reqparse.RequestParser()
parser.add_argument("email", type=email, required=True, location="json")
parser.add_argument("language", type=str, required=False, location="json")
args = parser.parse_args()
ip_address = extract_remote_ip(request)
if AccountService.is_email_send_ip_limit(ip_address):
raise EmailSendIpLimitError()
if args["language"] is not None and args["language"] == "zh-Hans":
language = "zh-Hans"
else:
language = "en-US"
with Session(db.engine) as session:
account = session.execute(select(Account).filter_by(email=args["email"])).scalar_one_or_none()
token = None
if account is None:
raise AccountNotFound()
else:
token = AccountService.send_reset_password_email(account=account, email=args["email"], language=language)
return {"result": "success", "data": token}
class ForgotPasswordCheckApi(Resource):
@only_edition_enterprise
@setup_required
@email_password_login_enabled
def post(self):
parser = reqparse.RequestParser()
parser.add_argument("email", type=str, required=True, location="json")
parser.add_argument("code", type=str, required=True, location="json")
parser.add_argument("token", type=str, required=True, nullable=False, location="json")
args = parser.parse_args()
user_email = args["email"]
is_forgot_password_error_rate_limit = AccountService.is_forgot_password_error_rate_limit(args["email"])
if is_forgot_password_error_rate_limit:
raise EmailPasswordResetLimitError()
token_data = AccountService.get_reset_password_data(args["token"])
if token_data is None:
raise InvalidTokenError()
if user_email != token_data.get("email"):
raise InvalidEmailError()
if args["code"] != token_data.get("code"):
AccountService.add_forgot_password_error_rate_limit(args["email"])
raise EmailCodeError()
# Verified, revoke the first token
AccountService.revoke_reset_password_token(args["token"])
# Refresh token data by generating a new token
_, new_token = AccountService.generate_reset_password_token(
user_email, code=args["code"], additional_data={"phase": "reset"}
)
AccountService.reset_forgot_password_error_rate_limit(args["email"])
return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
class ForgotPasswordResetApi(Resource):
@only_edition_enterprise
@setup_required
@email_password_login_enabled
def post(self):
parser = reqparse.RequestParser()
parser.add_argument("token", type=str, required=True, nullable=False, location="json")
parser.add_argument("new_password", type=valid_password, required=True, nullable=False, location="json")
parser.add_argument("password_confirm", type=valid_password, required=True, nullable=False, location="json")
args = parser.parse_args()
# Validate passwords match
if args["new_password"] != args["password_confirm"]:
raise PasswordMismatchError()
# Validate token and get reset data
reset_data = AccountService.get_reset_password_data(args["token"])
if not reset_data:
raise InvalidTokenError()
# Must use token in reset phase
if reset_data.get("phase", "") != "reset":
raise InvalidTokenError()
# Revoke token to prevent reuse
AccountService.revoke_reset_password_token(args["token"])
# Generate secure salt and hash password
salt = secrets.token_bytes(16)
password_hashed = hash_password(args["new_password"], salt)
email = reset_data.get("email", "")
with Session(db.engine) as session:
account = session.execute(select(Account).filter_by(email=email)).scalar_one_or_none()
if account:
self._update_existing_account(account, password_hashed, salt, session)
else:
raise AccountNotFound()
return {"result": "success"}
def _update_existing_account(self, account, password_hashed, salt, session):
# Update existing account credentials
account.password = base64.b64encode(password_hashed).decode()
account.password_salt = base64.b64encode(salt).decode()
session.commit()
api.add_resource(ForgotPasswordSendEmailApi, "/forgot-password")
api.add_resource(ForgotPasswordCheckApi, "/forgot-password/validity")
api.add_resource(ForgotPasswordResetApi, "/forgot-password/resets")

View File

@@ -1,11 +1,12 @@
from flask import request
from flask_restful import Resource, reqparse
from jwt import InvalidTokenError # type: ignore
from werkzeug.exceptions import BadRequest
import services
from controllers.console.auth.error import EmailCodeError, EmailOrPasswordMismatchError, InvalidEmailError
from controllers.console.error import AccountBannedError, AccountNotFound
from controllers.console.wraps import only_edition_enterprise, setup_required
from controllers.web import api
from controllers.console.wraps import setup_required
from libs.helper import email
from libs.password import valid_password
from services.account_service import AccountService
@@ -15,8 +16,6 @@ from services.webapp_auth_service import WebAppAuthService
class LoginApi(Resource):
"""Resource for web app email/password login."""
@setup_required
@only_edition_enterprise
def post(self):
"""Authenticate user and login."""
parser = reqparse.RequestParser()
@@ -24,6 +23,10 @@ class LoginApi(Resource):
parser.add_argument("password", type=valid_password, required=True, location="json")
args = parser.parse_args()
app_code = request.headers.get("X-App-Code")
if app_code is None:
raise BadRequest("X-App-Code header is missing.")
try:
account = WebAppAuthService.authenticate(args["email"], args["password"])
except services.errors.account.AccountLoginError:
@@ -33,8 +36,12 @@ class LoginApi(Resource):
except services.errors.account.AccountNotFoundError:
raise AccountNotFound()
token = WebAppAuthService.login(account=account)
return {"result": "success", "data": {"access_token": token}}
WebAppAuthService._validate_user_accessibility(account=account, app_code=app_code)
end_user = WebAppAuthService.create_end_user(email=args["email"], app_code=app_code)
token = WebAppAuthService.login(account=account, app_code=app_code, end_user_id=end_user.id)
return {"result": "success", "token": token}
# class LogoutApi(Resource):
@@ -49,7 +56,6 @@ class LoginApi(Resource):
class EmailCodeLoginSendEmailApi(Resource):
@setup_required
@only_edition_enterprise
def post(self):
parser = reqparse.RequestParser()
parser.add_argument("email", type=email, required=True, location="json")
@@ -72,7 +78,6 @@ class EmailCodeLoginSendEmailApi(Resource):
class EmailCodeLoginApi(Resource):
@setup_required
@only_edition_enterprise
def post(self):
parser = reqparse.RequestParser()
parser.add_argument("email", type=str, required=True, location="json")
@@ -81,6 +86,9 @@ class EmailCodeLoginApi(Resource):
args = parser.parse_args()
user_email = args["email"]
app_code = request.headers.get("X-App-Code")
if app_code is None:
raise BadRequest("X-App-Code header is missing.")
token_data = WebAppAuthService.get_email_code_login_data(args["token"])
if token_data is None:
@@ -97,12 +105,16 @@ class EmailCodeLoginApi(Resource):
if not account:
raise AccountNotFound()
token = WebAppAuthService.login(account=account)
WebAppAuthService._validate_user_accessibility(account=account, app_code=app_code)
end_user = WebAppAuthService.create_end_user(email=user_email, app_code=app_code)
token = WebAppAuthService.login(account=account, app_code=app_code, end_user_id=end_user.id)
AccountService.reset_login_error_rate_limit(args["email"])
return {"result": "success", "data": {"access_token": token}}
return {"result": "success", "token": token}
api.add_resource(LoginApi, "/login")
# api.add_resource(LoginApi, "/login")
# api.add_resource(LogoutApi, "/logout")
api.add_resource(EmailCodeLoginSendEmailApi, "/email-code-login")
api.add_resource(EmailCodeLoginApi, "/email-code-login/validity")
# api.add_resource(EmailCodeLoginSendEmailApi, "/email-code-login")
# api.add_resource(EmailCodeLoginApi, "/email-code-login/validity")

View File

@@ -1,11 +1,9 @@
import uuid
from datetime import UTC, datetime, timedelta
from flask import request
from flask_restful import Resource
from werkzeug.exceptions import NotFound, Unauthorized
from configs import dify_config
from controllers.web import api
from controllers.web.error import WebAppAuthRequiredError
from extensions.ext_database import db
@@ -13,7 +11,6 @@ from libs.passport import PassportService
from models.model import App, EndUser, Site
from services.enterprise.enterprise_service import EnterpriseService
from services.feature_service import FeatureService
from services.webapp_auth_service import WebAppAuthService, WebAppAuthType
class PassportResource(Resource):
@@ -23,19 +20,10 @@ class PassportResource(Resource):
system_features = FeatureService.get_system_features()
app_code = request.headers.get("X-App-Code")
user_id = request.args.get("user_id")
web_app_access_token = request.args.get("web_app_access_token")
if app_code is None:
raise Unauthorized("X-App-Code header is missing.")
# exchange token for enterprise logined web user
enterprise_user_decoded = decode_enterprise_webapp_user_id(web_app_access_token)
if enterprise_user_decoded:
# a web user has already logged in, exchange a token for this app without redirecting to the login page
return exchange_token_for_existing_web_user(
app_code=app_code, enterprise_user_decoded=enterprise_user_decoded
)
if system_features.webapp_auth.enabled:
app_settings = EnterpriseService.WebAppAuth.get_app_access_mode_by_code(app_code=app_code)
if not app_settings or not app_settings.access_mode == "public":
@@ -96,128 +84,6 @@ class PassportResource(Resource):
api.add_resource(PassportResource, "/passport")
def decode_enterprise_webapp_user_id(jwt_token: str | None):
"""
Decode the enterprise user session from the Authorization header.
"""
if not jwt_token:
return None
decoded = PassportService().verify(jwt_token)
source = decoded.get("token_source")
if not source or source != "webapp_login_token":
raise Unauthorized("Invalid token source. Expected 'webapp_login_token'.")
return decoded
def exchange_token_for_existing_web_user(app_code: str, enterprise_user_decoded: dict):
"""
Exchange a token for an existing web user session.
"""
user_id = enterprise_user_decoded.get("user_id")
end_user_id = enterprise_user_decoded.get("end_user_id")
session_id = enterprise_user_decoded.get("session_id")
user_auth_type = enterprise_user_decoded.get("auth_type")
if not user_auth_type:
raise Unauthorized("Missing auth_type in the token.")
site = db.session.query(Site).filter(Site.code == app_code, Site.status == "normal").first()
if not site:
raise NotFound()
app_model = db.session.query(App).filter(App.id == site.app_id).first()
if not app_model or app_model.status != "normal" or not app_model.enable_site:
raise NotFound()
app_auth_type = WebAppAuthService.get_app_auth_type(app_code=app_code)
if app_auth_type == WebAppAuthType.PUBLIC:
return _exchange_for_public_app_token(app_model, site, enterprise_user_decoded)
elif app_auth_type == WebAppAuthType.EXTERNAL and user_auth_type != "external":
raise WebAppAuthRequiredError("Please login as external user.")
elif app_auth_type == WebAppAuthType.INTERNAL and user_auth_type != "internal":
raise WebAppAuthRequiredError("Please login as internal user.")
end_user = None
if end_user_id:
end_user = db.session.query(EndUser).filter(EndUser.id == end_user_id).first()
if session_id:
end_user = (
db.session.query(EndUser)
.filter(
EndUser.session_id == session_id,
EndUser.tenant_id == app_model.tenant_id,
EndUser.app_id == app_model.id,
)
.first()
)
if not end_user:
if not session_id:
raise NotFound("Missing session_id for existing web user.")
end_user = EndUser(
tenant_id=app_model.tenant_id,
app_id=app_model.id,
type="browser",
is_anonymous=True,
session_id=session_id,
)
db.session.add(end_user)
db.session.commit()
exp_dt = datetime.now(UTC) + timedelta(minutes=dify_config.ACCESS_TOKEN_EXPIRE_MINUTES)
exp = int(exp_dt.timestamp())
payload = {
"iss": site.id,
"sub": "Web API Passport",
"app_id": site.app_id,
"app_code": site.code,
"user_id": user_id,
"end_user_id": end_user.id,
"auth_type": user_auth_type,
"granted_at": int(datetime.now(UTC).timestamp()),
"token_source": "webapp",
"exp": exp,
}
token: str = PassportService().issue(payload)
return {
"access_token": token,
}
def _exchange_for_public_app_token(app_model, site, token_decoded):
user_id = token_decoded.get("user_id")
end_user = None
if user_id:
end_user = (
db.session.query(EndUser).filter(EndUser.app_id == app_model.id, EndUser.session_id == user_id).first()
)
if not end_user:
end_user = EndUser(
tenant_id=app_model.tenant_id,
app_id=app_model.id,
type="browser",
is_anonymous=True,
session_id=generate_session_id(),
)
db.session.add(end_user)
db.session.commit()
payload = {
"iss": site.app_id,
"sub": "Web API Passport",
"app_id": site.app_id,
"app_code": site.code,
"end_user_id": end_user.id,
}
tk = PassportService().issue(payload)
return {
"access_token": tk,
}
def generate_session_id():
"""
Generate a unique session ID.

View File

@@ -1,4 +1,3 @@
from datetime import UTC, datetime
from functools import wraps
from flask import request
@@ -9,9 +8,8 @@ from controllers.web.error import WebAppAuthAccessDeniedError, WebAppAuthRequire
from extensions.ext_database import db
from libs.passport import PassportService
from models.model import App, EndUser, Site
from services.enterprise.enterprise_service import EnterpriseService, WebAppSettings
from services.enterprise.enterprise_service import EnterpriseService
from services.feature_service import FeatureService
from services.webapp_auth_service import WebAppAuthService
def validate_jwt_token(view=None):
@@ -47,8 +45,7 @@ def decode_jwt_token():
raise Unauthorized("Invalid Authorization header format. Expected 'Bearer <api-key>' format.")
decoded = PassportService().verify(tk)
app_code = decoded.get("app_code")
app_id = decoded.get("app_id")
app_model = db.session.query(App).filter(App.id == app_id).first()
app_model = db.session.query(App).filter(App.id == decoded["app_id"]).first()
site = db.session.query(Site).filter(Site.code == app_code).first()
if not app_model:
raise NotFound()
@@ -56,30 +53,23 @@ def decode_jwt_token():
raise BadRequest("Site URL is no longer valid.")
if app_model.enable_site is False:
raise BadRequest("Site is disabled.")
end_user_id = decoded.get("end_user_id")
end_user = db.session.query(EndUser).filter(EndUser.id == end_user_id).first()
end_user = db.session.query(EndUser).filter(EndUser.id == decoded["end_user_id"]).first()
if not end_user:
raise NotFound()
# for enterprise webapp auth
app_web_auth_enabled = False
webapp_settings = None
if system_features.webapp_auth.enabled:
webapp_settings = EnterpriseService.WebAppAuth.get_app_access_mode_by_code(app_code=app_code)
if not webapp_settings:
raise NotFound("Web app settings not found.")
app_web_auth_enabled = webapp_settings.access_mode != "public"
app_web_auth_enabled = (
EnterpriseService.WebAppAuth.get_app_access_mode_by_code(app_code=app_code).access_mode != "public"
)
_validate_webapp_token(decoded, app_web_auth_enabled, system_features.webapp_auth.enabled)
_validate_user_accessibility(
decoded, app_code, app_web_auth_enabled, system_features.webapp_auth.enabled, webapp_settings
)
_validate_user_accessibility(decoded, app_code, app_web_auth_enabled, system_features.webapp_auth.enabled)
return app_model, end_user
except Unauthorized as e:
if system_features.webapp_auth.enabled:
if not app_code:
raise Unauthorized("Please re-login to access the web app.")
app_web_auth_enabled = (
EnterpriseService.WebAppAuth.get_app_access_mode_by_code(app_code=str(app_code)).access_mode != "public"
)
@@ -105,41 +95,15 @@ def _validate_webapp_token(decoded, app_web_auth_enabled: bool, system_webapp_au
raise Unauthorized("webapp token expired.")
def _validate_user_accessibility(
decoded,
app_code,
app_web_auth_enabled: bool,
system_webapp_auth_enabled: bool,
webapp_settings: WebAppSettings | None,
):
def _validate_user_accessibility(decoded, app_code, app_web_auth_enabled: bool, system_webapp_auth_enabled: bool):
if system_webapp_auth_enabled and app_web_auth_enabled:
# Check if the user is allowed to access the web app
user_id = decoded.get("user_id")
if not user_id:
raise WebAppAuthRequiredError()
if not webapp_settings:
raise WebAppAuthRequiredError("Web app settings not found.")
if WebAppAuthService.is_app_require_permission_check(access_mode=webapp_settings.access_mode):
if not EnterpriseService.WebAppAuth.is_user_allowed_to_access_webapp(user_id, app_code=app_code):
raise WebAppAuthAccessDeniedError()
auth_type = decoded.get("auth_type")
granted_at = decoded.get("granted_at")
if not auth_type:
raise WebAppAuthAccessDeniedError("Missing auth_type in the token.")
if not granted_at:
raise WebAppAuthAccessDeniedError("Missing granted_at in the token.")
# check if sso has been updated
if auth_type == "external":
last_update_time = EnterpriseService.get_app_sso_settings_last_update_time()
if granted_at and datetime.fromtimestamp(granted_at, tz=UTC) < last_update_time:
raise WebAppAuthAccessDeniedError("SSO settings have been updated. Please re-login.")
elif auth_type == "internal":
last_update_time = EnterpriseService.get_workspace_sso_settings_last_update_time()
if granted_at and datetime.fromtimestamp(granted_at, tz=UTC) < last_update_time:
raise WebAppAuthAccessDeniedError("SSO settings have been updated. Please re-login.")
if not EnterpriseService.WebAppAuth.is_user_allowed_to_access_webapp(user_id, app_code=app_code):
raise WebAppAuthAccessDeniedError()
class WebApiResource(Resource):

View File

@@ -63,7 +63,7 @@ class CotAgentRunner(BaseAgentRunner, ABC):
self._instruction = self._fill_in_inputs_from_external_data_tools(instruction, inputs)
iteration_step = 1
max_iteration_steps = min(app_config.agent.max_iteration, 99) + 1
max_iteration_steps = min(app_config.agent.max_iteration if app_config.agent else 5, 5) + 1
# convert tools into ModelRuntime Tool format
tool_instances, prompt_messages_tools = self._init_prompt_tools()

View File

@@ -82,7 +82,7 @@ class AgentEntity(BaseModel):
strategy: Strategy
prompt: Optional[AgentPromptEntity] = None
tools: Optional[list[AgentToolEntity]] = None
max_iteration: int = 10
max_iteration: int = 5
class AgentInvokeMessage(ToolInvokeMessage):

View File

@@ -48,7 +48,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
assert app_config.agent
iteration_step = 1
max_iteration_steps = min(app_config.agent.max_iteration, 99) + 1
max_iteration_steps = min(app_config.agent.max_iteration, 5) + 1
# continue to run until there is not any tool call
function_call_state = True

View File

@@ -75,7 +75,7 @@ class AgentConfigManager:
strategy=strategy,
prompt=agent_prompt_entity,
tools=agent_tools,
max_iteration=agent_dict.get("max_iteration", 10),
max_iteration=agent_dict.get("max_iteration", 5),
)
return None

View File

@@ -138,11 +138,14 @@ class DatasetConfigManager:
if not config.get("dataset_configs"):
config["dataset_configs"] = {"retrieval_model": "single"}
if not config["dataset_configs"].get("datasets"):
config["dataset_configs"]["datasets"] = {"strategy": "router", "datasets": []}
if not isinstance(config["dataset_configs"], dict):
raise ValueError("dataset_configs must be of object type")
if not config["dataset_configs"].get("datasets"):
config["dataset_configs"]["datasets"] = {"strategy": "router", "datasets": []}
if not isinstance(config["dataset_configs"], dict):
raise ValueError("dataset_configs must be of object type")
need_manual_query_datasets = config.get("dataset_configs") and config["dataset_configs"].get(
"datasets", {}

View File

@@ -70,7 +70,7 @@ class ModelConfigConverter:
if not model_mode:
model_mode = LLMMode.CHAT.value
if model_schema and model_schema.model_properties.get(ModelPropertyKey.MODE):
model_mode = LLMMode(model_schema.model_properties[ModelPropertyKey.MODE]).value
model_mode = LLMMode.value_of(model_schema.model_properties[ModelPropertyKey.MODE]).value
if not model_schema:
raise ValueError(f"Model {model_name} not exist.")

View File

@@ -104,7 +104,6 @@ class VariableEntity(BaseModel):
Variable Entity.
"""
# `variable` records the name of the variable in user inputs.
variable: str
label: str
description: str = ""

View File

@@ -5,7 +5,7 @@ import uuid
from collections.abc import Generator, Mapping
from typing import Any, Literal, Optional, Union, overload
from flask import Flask, current_app
from flask import Flask, copy_current_request_context, current_app, has_request_context
from pydantic import ValidationError
from sqlalchemy.orm import sessionmaker
@@ -27,17 +27,14 @@ from core.ops.ops_trace_manager import TraceQueueManager
from core.prompt.utils.get_thread_messages_length import get_thread_messages_length
from core.repositories import SQLAlchemyWorkflowNodeExecutionRepository
from core.repositories.sqlalchemy_workflow_execution_repository import SQLAlchemyWorkflowExecutionRepository
from core.workflow.repositories.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from core.workflow.variable_loader import DUMMY_VARIABLE_LOADER, VariableLoader
from core.workflow.repository.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repository.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from extensions.ext_database import db
from factories import file_factory
from libs.flask_utils import preserve_flask_contexts
from models import Account, App, Conversation, EndUser, Message, Workflow, WorkflowNodeExecutionTriggeredFrom
from models.enums import WorkflowRunTriggeredFrom
from services.conversation_service import ConversationService
from services.errors.message import MessageNotExistsError
from services.workflow_draft_variable_service import DraftVarLoader, WorkflowDraftVariableService
logger = logging.getLogger(__name__)
@@ -118,11 +115,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
)
# parse files
# TODO(QuantumGhost): Move file parsing logic to the API controller layer
# for better separation of concerns.
#
# For implementation reference, see the `_parse_file` function and
# `DraftWorkflowNodeRunApi` class which handle this properly.
files = args["files"] if args.get("files") else []
file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False)
if file_extra_config:
@@ -268,13 +260,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
app_id=application_generate_entity.app_config.app_id,
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
return self._generate(
workflow=workflow,
@@ -285,7 +270,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
workflow_node_execution_repository=workflow_node_execution_repository,
conversation=None,
stream=streaming,
variable_loader=var_loader,
)
def single_loop_generate(
@@ -351,13 +335,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
app_id=application_generate_entity.app_config.app_id,
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
return self._generate(
workflow=workflow,
@@ -368,7 +345,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
workflow_node_execution_repository=workflow_node_execution_repository,
conversation=None,
stream=streaming,
variable_loader=var_loader,
)
def _generate(
@@ -382,7 +358,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
workflow_node_execution_repository: WorkflowNodeExecutionRepository,
conversation: Optional[Conversation] = None,
stream: bool = True,
variable_loader: VariableLoader = DUMMY_VARIABLE_LOADER,
) -> Mapping[str, Any] | Generator[str | Mapping[str, Any], Any, None]:
"""
Generate App response.
@@ -391,7 +366,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
:param user: account or end user
:param invoke_from: invoke from source
:param application_generate_entity: application generate entity
:param workflow_execution_repository: repository for workflow execution
:param workflow_node_execution_repository: repository for workflow node execution
:param conversation: conversation
:param stream: is stream
@@ -425,18 +399,20 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
# new thread with request context and contextvars
context = contextvars.copy_context()
worker_thread = threading.Thread(
target=self._generate_worker,
kwargs={
"flask_app": current_app._get_current_object(), # type: ignore
"application_generate_entity": application_generate_entity,
"queue_manager": queue_manager,
"conversation_id": conversation.id,
"message_id": message.id,
"context": context,
"variable_loader": variable_loader,
},
)
@copy_current_request_context
def worker_with_context():
# Run the worker within the copied context
return context.run(
self._generate_worker,
flask_app=current_app._get_current_object(), # type: ignore
application_generate_entity=application_generate_entity,
queue_manager=queue_manager,
conversation_id=conversation.id,
message_id=message.id,
context=context,
)
worker_thread = threading.Thread(target=worker_with_context)
worker_thread.start()
@@ -463,7 +439,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
conversation_id: str,
message_id: str,
context: contextvars.Context,
variable_loader: VariableLoader,
) -> None:
"""
Generate worker in a new thread.
@@ -474,9 +449,24 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
:param message_id: message ID
:return:
"""
for var, val in context.items():
var.set(val)
with preserve_flask_contexts(flask_app, context_vars=context):
# FIXME(-LAN-): Save current user before entering new app context
from flask import g
saved_user = None
if has_request_context() and hasattr(g, "_login_user"):
saved_user = g._login_user
with flask_app.app_context():
try:
# Restore user in new app context
if saved_user is not None:
from flask import g
g._login_user = saved_user
# get conversation and message
conversation = self._get_conversation(conversation_id)
message = self._get_message(message_id)
@@ -490,7 +480,6 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
conversation=conversation,
message=message,
dialogue_count=self._dialogue_count,
variable_loader=variable_loader,
)
runner.run()

View File

@@ -19,7 +19,6 @@ from core.moderation.base import ModerationError
from core.workflow.callbacks import WorkflowCallback, WorkflowLoggingCallback
from core.workflow.entities.variable_pool import VariablePool
from core.workflow.enums import SystemVariableKey
from core.workflow.variable_loader import VariableLoader
from core.workflow.workflow_entry import WorkflowEntry
from extensions.ext_database import db
from models.enums import UserFrom
@@ -41,17 +40,14 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
conversation: Conversation,
message: Message,
dialogue_count: int,
variable_loader: VariableLoader,
) -> None:
super().__init__(queue_manager, variable_loader)
super().__init__(queue_manager)
self.application_generate_entity = application_generate_entity
self.conversation = conversation
self.message = message
self._dialogue_count = dialogue_count
def _get_app_id(self) -> str:
return self.application_generate_entity.app_config.app_id
def run(self) -> None:
app_config = self.application_generate_entity.app_config
app_config = cast(AdvancedChatAppConfig, app_config)
@@ -144,7 +140,7 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
SystemVariableKey.DIALOGUE_COUNT: self._dialogue_count,
SystemVariableKey.APP_ID: app_config.app_id,
SystemVariableKey.WORKFLOW_ID: app_config.workflow_id,
SystemVariableKey.WORKFLOW_EXECUTION_ID: self.application_generate_entity.workflow_run_id,
SystemVariableKey.WORKFLOW_RUN_ID: self.application_generate_entity.workflow_run_id,
}
# init variable pool

View File

@@ -1,3 +1,4 @@
import json
import logging
import time
from collections.abc import Generator, Mapping
@@ -56,23 +57,26 @@ from core.app.entities.task_entities import (
WorkflowTaskState,
)
from core.app.task_pipeline.based_generate_task_pipeline import BasedGenerateTaskPipeline
from core.app.task_pipeline.message_cycle_manager import MessageCycleManager
from core.app.task_pipeline.message_cycle_manage import MessageCycleManage
from core.base.tts import AppGeneratorTTSPublisher, AudioTrunk
from core.model_runtime.entities.llm_entities import LLMUsage
from core.model_runtime.utils.encoders import jsonable_encoder
from core.ops.ops_trace_manager import TraceQueueManager
from core.workflow.entities.workflow_execution import WorkflowExecutionStatus, WorkflowType
from core.workflow.enums import SystemVariableKey
from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
from core.workflow.nodes import NodeType
from core.workflow.repositories.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from core.workflow.workflow_cycle_manager import CycleManagerWorkflowInfo, WorkflowCycleManager
from core.workflow.repository.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repository.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from core.workflow.workflow_cycle_manager import WorkflowCycleManager
from events.message_event import message_was_created
from extensions.ext_database import db
from models import Conversation, EndUser, Message, MessageFile
from models.account import Account
from models.enums import CreatorUserRole
from models.workflow import Workflow
from models.workflow import (
Workflow,
WorkflowRunStatus,
)
logger = logging.getLogger(__name__)
@@ -122,14 +126,8 @@ class AdvancedChatAppGenerateTaskPipeline:
SystemVariableKey.DIALOGUE_COUNT: dialogue_count,
SystemVariableKey.APP_ID: application_generate_entity.app_config.app_id,
SystemVariableKey.WORKFLOW_ID: workflow.id,
SystemVariableKey.WORKFLOW_EXECUTION_ID: application_generate_entity.workflow_run_id,
SystemVariableKey.WORKFLOW_RUN_ID: application_generate_entity.workflow_run_id,
},
workflow_info=CycleManagerWorkflowInfo(
workflow_id=workflow.id,
workflow_type=WorkflowType(workflow.type),
version=workflow.version,
graph_data=workflow.graph_dict,
),
workflow_execution_repository=workflow_execution_repository,
workflow_node_execution_repository=workflow_node_execution_repository,
)
@@ -139,7 +137,7 @@ class AdvancedChatAppGenerateTaskPipeline:
)
self._task_state = WorkflowTaskState()
self._message_cycle_manager = MessageCycleManager(
self._message_cycle_manager = MessageCycleManage(
application_generate_entity=application_generate_entity, task_state=self._task_state
)
@@ -160,7 +158,7 @@ class AdvancedChatAppGenerateTaskPipeline:
:return:
"""
# start generate conversation name thread
self._conversation_name_generate_thread = self._message_cycle_manager.generate_conversation_name(
self._conversation_name_generate_thread = self._message_cycle_manager._generate_conversation_name(
conversation_id=self._conversation_id, query=self._application_generate_entity.query
)
@@ -304,12 +302,15 @@ class AdvancedChatAppGenerateTaskPipeline:
with Session(db.engine, expire_on_commit=False) as session:
# init workflow run
workflow_execution = self._workflow_cycle_manager.handle_workflow_run_start()
self._workflow_run_id = workflow_execution.id_
workflow_execution = self._workflow_cycle_manager.handle_workflow_run_start(
session=session,
workflow_id=self._workflow_id,
)
self._workflow_run_id = workflow_execution.id
message = self._get_message(session=session)
if not message:
raise ValueError(f"Message not found: {self._message_id}")
message.workflow_run_id = workflow_execution.id_
message.workflow_run_id = workflow_execution.id
workflow_start_resp = self._workflow_response_converter.workflow_start_to_stream_response(
task_id=self._application_generate_entity.task_id,
workflow_execution=workflow_execution,
@@ -549,7 +550,7 @@ class AdvancedChatAppGenerateTaskPipeline:
workflow_run_id=self._workflow_run_id,
total_tokens=graph_runtime_state.total_tokens,
total_steps=graph_runtime_state.node_run_steps,
status=WorkflowExecutionStatus.FAILED,
status=WorkflowRunStatus.FAILED,
error_message=event.error,
conversation_id=self._conversation_id,
trace_manager=trace_manager,
@@ -575,7 +576,7 @@ class AdvancedChatAppGenerateTaskPipeline:
workflow_run_id=self._workflow_run_id,
total_tokens=graph_runtime_state.total_tokens,
total_steps=graph_runtime_state.node_run_steps,
status=WorkflowExecutionStatus.STOPPED,
status=WorkflowRunStatus.STOPPED,
error_message=event.get_stop_reason(),
conversation_id=self._conversation_id,
trace_manager=trace_manager,
@@ -603,18 +604,22 @@ class AdvancedChatAppGenerateTaskPipeline:
yield self._message_end_to_stream_response()
break
elif isinstance(event, QueueRetrieverResourcesEvent):
self._message_cycle_manager.handle_retriever_resources(event)
self._message_cycle_manager._handle_retriever_resources(event)
with Session(db.engine, expire_on_commit=False) as session:
message = self._get_message(session=session)
message.message_metadata = self._task_state.metadata.model_dump_json()
message.message_metadata = (
json.dumps(jsonable_encoder(self._task_state.metadata)) if self._task_state.metadata else None
)
session.commit()
elif isinstance(event, QueueAnnotationReplyEvent):
self._message_cycle_manager.handle_annotation_reply(event)
self._message_cycle_manager._handle_annotation_reply(event)
with Session(db.engine, expire_on_commit=False) as session:
message = self._get_message(session=session)
message.message_metadata = self._task_state.metadata.model_dump_json()
message.message_metadata = (
json.dumps(jsonable_encoder(self._task_state.metadata)) if self._task_state.metadata else None
)
session.commit()
elif isinstance(event, QueueTextChunkEvent):
delta_text = event.text
@@ -631,12 +636,12 @@ class AdvancedChatAppGenerateTaskPipeline:
tts_publisher.publish(queue_message)
self._task_state.answer += delta_text
yield self._message_cycle_manager.message_to_stream_response(
yield self._message_cycle_manager._message_to_stream_response(
answer=delta_text, message_id=self._message_id, from_variable_selector=event.from_variable_selector
)
elif isinstance(event, QueueMessageReplaceEvent):
# published by moderation
yield self._message_cycle_manager.message_replace_to_stream_response(
yield self._message_cycle_manager._message_replace_to_stream_response(
answer=event.text, reason=event.reason
)
elif isinstance(event, QueueAdvancedChatMessageEndEvent):
@@ -648,7 +653,7 @@ class AdvancedChatAppGenerateTaskPipeline:
)
if output_moderation_answer:
self._task_state.answer = output_moderation_answer
yield self._message_cycle_manager.message_replace_to_stream_response(
yield self._message_cycle_manager._message_replace_to_stream_response(
answer=output_moderation_answer,
reason=QueueMessageReplaceEvent.MessageReplaceReason.OUTPUT_MODERATION,
)
@@ -677,7 +682,9 @@ class AdvancedChatAppGenerateTaskPipeline:
message = self._get_message(session=session)
message.answer = self._task_state.answer
message.provider_response_latency = time.perf_counter() - self._base_task_pipeline._start_at
message.message_metadata = self._task_state.metadata.model_dump_json()
message.message_metadata = (
json.dumps(jsonable_encoder(self._task_state.metadata)) if self._task_state.metadata else None
)
message_files = [
MessageFile(
message_id=message.id,
@@ -705,9 +712,9 @@ class AdvancedChatAppGenerateTaskPipeline:
message.answer_price_unit = usage.completion_price_unit
message.total_price = usage.total_price
message.currency = usage.currency
self._task_state.metadata.usage = usage
self._task_state.metadata["usage"] = jsonable_encoder(usage)
else:
self._task_state.metadata.usage = LLMUsage.empty_usage()
self._task_state.metadata["usage"] = jsonable_encoder(LLMUsage.empty_usage())
message_was_created.send(
message,
application_generate_entity=self._application_generate_entity,
@@ -718,16 +725,18 @@ class AdvancedChatAppGenerateTaskPipeline:
Message end to stream response.
:return:
"""
extras = self._task_state.metadata.model_dump()
extras = {}
if self._task_state.metadata:
extras["metadata"] = self._task_state.metadata.copy()
if self._task_state.metadata.annotation_reply:
del extras["annotation_reply"]
if "annotation_reply" in extras["metadata"]:
del extras["metadata"]["annotation_reply"]
return MessageEndStreamResponse(
task_id=self._application_generate_entity.task_id,
id=self._message_id,
files=self._recorded_files,
metadata=extras,
metadata=extras.get("metadata", {}),
)
def _handle_output_moderation_chunk(self, text: str) -> bool:

View File

@@ -5,7 +5,7 @@ import uuid
from collections.abc import Generator, Mapping
from typing import Any, Literal, Union, overload
from flask import Flask, current_app
from flask import Flask, copy_current_request_context, current_app, has_request_context
from pydantic import ValidationError
from configs import dify_config
@@ -23,7 +23,6 @@ from core.model_runtime.errors.invoke import InvokeAuthorizationError
from core.ops.ops_trace_manager import TraceQueueManager
from extensions.ext_database import db
from factories import file_factory
from libs.flask_utils import preserve_flask_contexts
from models import Account, App, EndUser
from services.conversation_service import ConversationService
from services.errors.message import MessageNotExistsError
@@ -124,11 +123,6 @@ class AgentChatAppGenerator(MessageBasedAppGenerator):
override_model_config_dict["retriever_resource"] = {"enabled": True}
# parse files
# TODO(QuantumGhost): Move file parsing logic to the API controller layer
# for better separation of concerns.
#
# For implementation reference, see the `_parse_file` function and
# `DraftWorkflowNodeRunApi` class which handle this properly.
files = args.get("files") or []
file_extra_config = FileUploadConfigManager.convert(override_model_config_dict or app_model_config.to_dict())
if file_extra_config:
@@ -188,17 +182,20 @@ class AgentChatAppGenerator(MessageBasedAppGenerator):
# new thread with request context and contextvars
context = contextvars.copy_context()
worker_thread = threading.Thread(
target=self._generate_worker,
kwargs={
"flask_app": current_app._get_current_object(), # type: ignore
"context": context,
"application_generate_entity": application_generate_entity,
"queue_manager": queue_manager,
"conversation_id": conversation.id,
"message_id": message.id,
},
)
@copy_current_request_context
def worker_with_context():
# Run the worker within the copied context
return context.run(
self._generate_worker,
flask_app=current_app._get_current_object(), # type: ignore
context=context,
application_generate_entity=application_generate_entity,
queue_manager=queue_manager,
conversation_id=conversation.id,
message_id=message.id,
)
worker_thread = threading.Thread(target=worker_with_context)
worker_thread.start()
@@ -232,9 +229,24 @@ class AgentChatAppGenerator(MessageBasedAppGenerator):
:param message_id: message ID
:return:
"""
for var, val in context.items():
var.set(val)
with preserve_flask_contexts(flask_app, context_vars=context):
# FIXME(-LAN-): Save current user before entering new app context
from flask import g
saved_user = None
if has_request_context() and hasattr(g, "_login_user"):
saved_user = g._login_user
with flask_app.app_context():
try:
# Restore user in new app context
if saved_user is not None:
from flask import g
g._login_user = saved_user
# get conversation and message
conversation = self._get_conversation(conversation_id)
message = self._get_message(message_id)

View File

@@ -1,4 +1,3 @@
import logging
import time
from collections.abc import Generator, Mapping, Sequence
from typing import TYPE_CHECKING, Any, Optional, Union
@@ -34,8 +33,6 @@ from models.model import App, AppMode, Message, MessageAnnotation
if TYPE_CHECKING:
from core.file.models import File
_logger = logging.getLogger(__name__)
class AppRunner:
def get_pre_calculate_rest_tokens(
@@ -301,7 +298,7 @@ class AppRunner:
)
def _handle_invoke_result_stream(
self, invoke_result: Generator[LLMResultChunk, None, None], queue_manager: AppQueueManager, agent: bool
self, invoke_result: Generator, queue_manager: AppQueueManager, agent: bool
) -> None:
"""
Handle invoke result
@@ -320,28 +317,18 @@ class AppRunner:
else:
queue_manager.publish(QueueAgentMessageEvent(chunk=result), PublishFrom.APPLICATION_MANAGER)
message = result.delta.message
if isinstance(message.content, str):
text += message.content
elif isinstance(message.content, list):
for content in message.content:
if not isinstance(content, str):
# TODO(QuantumGhost): Add multimodal output support for easy ui.
_logger.warning("received multimodal output, type=%s", type(content))
text += content.data
else:
text += content # failback to str
text += result.delta.message.content
if not model:
model = result.model
if not prompt_messages:
prompt_messages = list(result.prompt_messages)
prompt_messages = result.prompt_messages
if result.delta.usage:
usage = result.delta.usage
if usage is None:
if not usage:
usage = LLMUsage.empty_usage()
llm_result = LLMResult(

View File

@@ -115,11 +115,6 @@ class ChatAppGenerator(MessageBasedAppGenerator):
override_model_config_dict["retriever_resource"] = {"enabled": True}
# parse files
# TODO(QuantumGhost): Move file parsing logic to the API controller layer
# for better separation of concerns.
#
# For implementation reference, see the `_parse_file` function and
# `DraftWorkflowNodeRunApi` class which handle this properly.
files = args["files"] if args.get("files") else []
file_extra_config = FileUploadConfigManager.convert(override_model_config_dict or app_model_config.to_dict())
if file_extra_config:

View File

@@ -44,15 +44,15 @@ from core.app.entities.task_entities import (
)
from core.file import FILE_MODEL_IDENTITY, File
from core.tools.tool_manager import ToolManager
from core.workflow.entities.workflow_execution import WorkflowExecution
from core.workflow.entities.workflow_node_execution import WorkflowNodeExecution, WorkflowNodeExecutionStatus
from core.workflow.entities.node_execution_entities import NodeExecution
from core.workflow.entities.workflow_execution_entities import WorkflowExecution
from core.workflow.nodes import NodeType
from core.workflow.nodes.tool.entities import ToolNodeData
from core.workflow.workflow_type_encoder import WorkflowRuntimeTypeConverter
from models import (
Account,
CreatorUserRole,
EndUser,
WorkflowNodeExecutionStatus,
WorkflowRun,
)
@@ -73,10 +73,11 @@ class WorkflowResponseConverter:
) -> WorkflowStartStreamResponse:
return WorkflowStartStreamResponse(
task_id=task_id,
workflow_run_id=workflow_execution.id_,
workflow_run_id=workflow_execution.id,
data=WorkflowStartStreamResponse.Data(
id=workflow_execution.id_,
id=workflow_execution.id,
workflow_id=workflow_execution.workflow_id,
sequence_number=workflow_execution.sequence_number,
inputs=workflow_execution.inputs,
created_at=int(workflow_execution.started_at.timestamp()),
),
@@ -90,7 +91,7 @@ class WorkflowResponseConverter:
workflow_execution: WorkflowExecution,
) -> WorkflowFinishStreamResponse:
created_by = None
workflow_run = session.scalar(select(WorkflowRun).where(WorkflowRun.id == workflow_execution.id_))
workflow_run = session.scalar(select(WorkflowRun).where(WorkflowRun.id == workflow_execution.id))
assert workflow_run is not None
if workflow_run.created_by_role == CreatorUserRole.ACCOUNT:
stmt = select(Account).where(Account.id == workflow_run.created_by)
@@ -121,12 +122,13 @@ class WorkflowResponseConverter:
return WorkflowFinishStreamResponse(
task_id=task_id,
workflow_run_id=workflow_execution.id_,
workflow_run_id=workflow_execution.id,
data=WorkflowFinishStreamResponse.Data(
id=workflow_execution.id_,
id=workflow_execution.id,
workflow_id=workflow_execution.workflow_id,
sequence_number=workflow_execution.sequence_number,
status=workflow_execution.status,
outputs=WorkflowRuntimeTypeConverter().to_json_encodable(workflow_execution.outputs),
outputs=workflow_execution.outputs,
error=workflow_execution.error_message,
elapsed_time=workflow_execution.elapsed_time,
total_tokens=workflow_execution.total_tokens,
@@ -144,16 +146,16 @@ class WorkflowResponseConverter:
*,
event: QueueNodeStartedEvent,
task_id: str,
workflow_node_execution: WorkflowNodeExecution,
workflow_node_execution: NodeExecution,
) -> Optional[NodeStartStreamResponse]:
if workflow_node_execution.node_type in {NodeType.ITERATION, NodeType.LOOP}:
return None
if not workflow_node_execution.workflow_execution_id:
if not workflow_node_execution.workflow_run_id:
return None
response = NodeStartStreamResponse(
task_id=task_id,
workflow_run_id=workflow_node_execution.workflow_execution_id,
workflow_run_id=workflow_node_execution.workflow_run_id,
data=NodeStartStreamResponse.Data(
id=workflow_node_execution.id,
node_id=workflow_node_execution.node_id,
@@ -194,20 +196,18 @@ class WorkflowResponseConverter:
| QueueNodeInLoopFailedEvent
| QueueNodeExceptionEvent,
task_id: str,
workflow_node_execution: WorkflowNodeExecution,
workflow_node_execution: NodeExecution,
) -> Optional[NodeFinishStreamResponse]:
if workflow_node_execution.node_type in {NodeType.ITERATION, NodeType.LOOP}:
return None
if not workflow_node_execution.workflow_execution_id:
if not workflow_node_execution.workflow_run_id:
return None
if not workflow_node_execution.finished_at:
return None
json_converter = WorkflowRuntimeTypeConverter()
return NodeFinishStreamResponse(
task_id=task_id,
workflow_run_id=workflow_node_execution.workflow_execution_id,
workflow_run_id=workflow_node_execution.workflow_run_id,
data=NodeFinishStreamResponse.Data(
id=workflow_node_execution.id,
node_id=workflow_node_execution.node_id,
@@ -217,7 +217,7 @@ class WorkflowResponseConverter:
predecessor_node_id=workflow_node_execution.predecessor_node_id,
inputs=workflow_node_execution.inputs,
process_data=workflow_node_execution.process_data,
outputs=json_converter.to_json_encodable(workflow_node_execution.outputs),
outputs=workflow_node_execution.outputs,
status=workflow_node_execution.status,
error=workflow_node_execution.error,
elapsed_time=workflow_node_execution.elapsed_time,
@@ -239,20 +239,18 @@ class WorkflowResponseConverter:
*,
event: QueueNodeRetryEvent,
task_id: str,
workflow_node_execution: WorkflowNodeExecution,
workflow_node_execution: NodeExecution,
) -> Optional[Union[NodeRetryStreamResponse, NodeFinishStreamResponse]]:
if workflow_node_execution.node_type in {NodeType.ITERATION, NodeType.LOOP}:
return None
if not workflow_node_execution.workflow_execution_id:
if not workflow_node_execution.workflow_run_id:
return None
if not workflow_node_execution.finished_at:
return None
json_converter = WorkflowRuntimeTypeConverter()
return NodeRetryStreamResponse(
task_id=task_id,
workflow_run_id=workflow_node_execution.workflow_execution_id,
workflow_run_id=workflow_node_execution.workflow_run_id,
data=NodeRetryStreamResponse.Data(
id=workflow_node_execution.id,
node_id=workflow_node_execution.node_id,
@@ -262,7 +260,7 @@ class WorkflowResponseConverter:
predecessor_node_id=workflow_node_execution.predecessor_node_id,
inputs=workflow_node_execution.inputs,
process_data=workflow_node_execution.process_data,
outputs=json_converter.to_json_encodable(workflow_node_execution.outputs),
outputs=workflow_node_execution.outputs,
status=workflow_node_execution.status,
error=workflow_node_execution.error,
elapsed_time=workflow_node_execution.elapsed_time,
@@ -381,7 +379,6 @@ class WorkflowResponseConverter:
workflow_execution_id: str,
event: QueueIterationCompletedEvent,
) -> IterationNodeCompletedStreamResponse:
json_converter = WorkflowRuntimeTypeConverter()
return IterationNodeCompletedStreamResponse(
task_id=task_id,
workflow_run_id=workflow_execution_id,
@@ -390,7 +387,7 @@ class WorkflowResponseConverter:
node_id=event.node_id,
node_type=event.node_type.value,
title=event.node_data.title,
outputs=json_converter.to_json_encodable(event.outputs),
outputs=event.outputs,
created_at=int(time.time()),
extras={},
inputs=event.inputs or {},
@@ -469,7 +466,7 @@ class WorkflowResponseConverter:
node_id=event.node_id,
node_type=event.node_type.value,
title=event.node_data.title,
outputs=WorkflowRuntimeTypeConverter().to_json_encodable(event.outputs),
outputs=event.outputs,
created_at=int(time.time()),
extras={},
inputs=event.inputs or {},

View File

@@ -101,11 +101,6 @@ class CompletionAppGenerator(MessageBasedAppGenerator):
)
# parse files
# TODO(QuantumGhost): Move file parsing logic to the API controller layer
# for better separation of concerns.
#
# For implementation reference, see the `_parse_file` function and
# `DraftWorkflowNodeRunApi` class which handle this properly.
files = args["files"] if args.get("files") else []
file_extra_config = FileUploadConfigManager.convert(override_model_config_dict or app_model_config.to_dict())
if file_extra_config:

View File

@@ -5,7 +5,7 @@ import uuid
from collections.abc import Generator, Mapping, Sequence
from typing import Any, Literal, Optional, Union, overload
from flask import Flask, current_app
from flask import Flask, copy_current_request_context, current_app, has_request_context
from pydantic import ValidationError
from sqlalchemy.orm import sessionmaker
@@ -25,15 +25,12 @@ from core.model_runtime.errors.invoke import InvokeAuthorizationError
from core.ops.ops_trace_manager import TraceQueueManager
from core.repositories import SQLAlchemyWorkflowNodeExecutionRepository
from core.repositories.sqlalchemy_workflow_execution_repository import SQLAlchemyWorkflowExecutionRepository
from core.workflow.repositories.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from core.workflow.variable_loader import DUMMY_VARIABLE_LOADER, VariableLoader
from core.workflow.repository.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repository.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from extensions.ext_database import db
from factories import file_factory
from libs.flask_utils import preserve_flask_contexts
from models import Account, App, EndUser, Workflow, WorkflowNodeExecutionTriggeredFrom
from models.enums import WorkflowRunTriggeredFrom
from services.workflow_draft_variable_service import DraftVarLoader, WorkflowDraftVariableService
logger = logging.getLogger(__name__)
@@ -96,11 +93,6 @@ class WorkflowAppGenerator(BaseAppGenerator):
files: Sequence[Mapping[str, Any]] = args.get("files") or []
# parse files
# TODO(QuantumGhost): Move file parsing logic to the API controller layer
# for better separation of concerns.
#
# For implementation reference, see the `_parse_file` function and
# `DraftWorkflowNodeRunApi` class which handle this properly.
file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False)
system_files = file_factory.build_from_mappings(
mappings=files,
@@ -140,7 +132,7 @@ class WorkflowAppGenerator(BaseAppGenerator):
invoke_from=invoke_from,
call_depth=call_depth,
trace_manager=trace_manager,
workflow_execution_id=workflow_run_id,
workflow_run_id=workflow_run_id,
)
contexts.plugin_tool_providers.set({})
@@ -193,7 +185,6 @@ class WorkflowAppGenerator(BaseAppGenerator):
workflow_node_execution_repository: WorkflowNodeExecutionRepository,
streaming: bool = True,
workflow_thread_pool_id: Optional[str] = None,
variable_loader: VariableLoader = DUMMY_VARIABLE_LOADER,
) -> Union[Mapping[str, Any], Generator[str | Mapping[str, Any], None, None]]:
"""
Generate App response.
@@ -203,7 +194,6 @@ class WorkflowAppGenerator(BaseAppGenerator):
:param user: account or end user
:param application_generate_entity: application generate entity
:param invoke_from: invoke from source
:param workflow_execution_repository: repository for workflow execution
:param workflow_node_execution_repository: repository for workflow node execution
:param streaming: is stream
:param workflow_thread_pool_id: workflow thread pool id
@@ -219,17 +209,19 @@ class WorkflowAppGenerator(BaseAppGenerator):
# new thread with request context and contextvars
context = contextvars.copy_context()
worker_thread = threading.Thread(
target=self._generate_worker,
kwargs={
"flask_app": current_app._get_current_object(), # type: ignore
"application_generate_entity": application_generate_entity,
"queue_manager": queue_manager,
"context": context,
"workflow_thread_pool_id": workflow_thread_pool_id,
"variable_loader": variable_loader,
},
)
@copy_current_request_context
def worker_with_context():
# Run the worker within the copied context
return context.run(
self._generate_worker,
flask_app=current_app._get_current_object(), # type: ignore
application_generate_entity=application_generate_entity,
queue_manager=queue_manager,
context=context,
workflow_thread_pool_id=workflow_thread_pool_id,
)
worker_thread = threading.Thread(target=worker_with_context)
worker_thread.start()
@@ -287,7 +279,7 @@ class WorkflowAppGenerator(BaseAppGenerator):
single_iteration_run=WorkflowAppGenerateEntity.SingleIterationRunEntity(
node_id=node_id, inputs=args["inputs"]
),
workflow_execution_id=str(uuid.uuid4()),
workflow_run_id=str(uuid.uuid4()),
)
contexts.plugin_tool_providers.set({})
contexts.plugin_tool_providers_lock.set(threading.Lock())
@@ -312,13 +304,6 @@ class WorkflowAppGenerator(BaseAppGenerator):
app_id=application_generate_entity.app_config.app_id,
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
)
return self._generate(
app_model=app_model,
@@ -329,7 +314,6 @@ class WorkflowAppGenerator(BaseAppGenerator):
workflow_execution_repository=workflow_execution_repository,
workflow_node_execution_repository=workflow_node_execution_repository,
streaming=streaming,
variable_loader=var_loader,
)
def single_loop_generate(
@@ -371,7 +355,7 @@ class WorkflowAppGenerator(BaseAppGenerator):
invoke_from=InvokeFrom.DEBUGGER,
extras={"auto_generate_conversation_name": False},
single_loop_run=WorkflowAppGenerateEntity.SingleLoopRunEntity(node_id=node_id, inputs=args["inputs"]),
workflow_execution_id=str(uuid.uuid4()),
workflow_run_id=str(uuid.uuid4()),
)
contexts.plugin_tool_providers.set({})
contexts.plugin_tool_providers_lock.set(threading.Lock())
@@ -396,13 +380,7 @@ class WorkflowAppGenerator(BaseAppGenerator):
app_id=application_generate_entity.app_config.app_id,
triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP,
)
draft_var_srv = WorkflowDraftVariableService(db.session())
draft_var_srv.prefill_conversation_variable_default_values(workflow)
var_loader = DraftVarLoader(
engine=db.engine,
app_id=application_generate_entity.app_config.app_id,
tenant_id=application_generate_entity.app_config.tenant_id,
)
return self._generate(
app_model=app_model,
workflow=workflow,
@@ -412,7 +390,6 @@ class WorkflowAppGenerator(BaseAppGenerator):
workflow_execution_repository=workflow_execution_repository,
workflow_node_execution_repository=workflow_node_execution_repository,
streaming=streaming,
variable_loader=var_loader,
)
def _generate_worker(
@@ -421,7 +398,6 @@ class WorkflowAppGenerator(BaseAppGenerator):
application_generate_entity: WorkflowAppGenerateEntity,
queue_manager: AppQueueManager,
context: contextvars.Context,
variable_loader: VariableLoader,
workflow_thread_pool_id: Optional[str] = None,
) -> None:
"""
@@ -432,15 +408,29 @@ class WorkflowAppGenerator(BaseAppGenerator):
:param workflow_thread_pool_id: workflow thread pool id
:return:
"""
for var, val in context.items():
var.set(val)
with preserve_flask_contexts(flask_app, context_vars=context):
# FIXME(-LAN-): Save current user before entering new app context
from flask import g
saved_user = None
if has_request_context() and hasattr(g, "_login_user"):
saved_user = g._login_user
with flask_app.app_context():
try:
# Restore user in new app context
if saved_user is not None:
from flask import g
g._login_user = saved_user
# workflow app
runner = WorkflowAppRunner(
application_generate_entity=application_generate_entity,
queue_manager=queue_manager,
workflow_thread_pool_id=workflow_thread_pool_id,
variable_loader=variable_loader,
)
runner.run()

View File

@@ -12,7 +12,6 @@ from core.app.entities.app_invoke_entities import (
from core.workflow.callbacks import WorkflowCallback, WorkflowLoggingCallback
from core.workflow.entities.variable_pool import VariablePool
from core.workflow.enums import SystemVariableKey
from core.workflow.variable_loader import VariableLoader
from core.workflow.workflow_entry import WorkflowEntry
from extensions.ext_database import db
from models.enums import UserFrom
@@ -31,7 +30,6 @@ class WorkflowAppRunner(WorkflowBasedAppRunner):
self,
application_generate_entity: WorkflowAppGenerateEntity,
queue_manager: AppQueueManager,
variable_loader: VariableLoader,
workflow_thread_pool_id: Optional[str] = None,
) -> None:
"""
@@ -39,13 +37,10 @@ class WorkflowAppRunner(WorkflowBasedAppRunner):
:param queue_manager: application queue manager
:param workflow_thread_pool_id: workflow thread pool id
"""
super().__init__(queue_manager, variable_loader)
self.application_generate_entity = application_generate_entity
self.queue_manager = queue_manager
self.workflow_thread_pool_id = workflow_thread_pool_id
def _get_app_id(self) -> str:
return self.application_generate_entity.app_config.app_id
def run(self) -> None:
"""
Run application
@@ -100,7 +95,7 @@ class WorkflowAppRunner(WorkflowBasedAppRunner):
SystemVariableKey.USER_ID: user_id,
SystemVariableKey.APP_ID: app_config.app_id,
SystemVariableKey.WORKFLOW_ID: app_config.workflow_id,
SystemVariableKey.WORKFLOW_EXECUTION_ID: self.application_generate_entity.workflow_execution_id,
SystemVariableKey.WORKFLOW_RUN_ID: self.application_generate_entity.workflow_run_id,
}
variable_pool = VariablePool(

View File

@@ -50,15 +50,16 @@ from core.app.entities.task_entities import (
WorkflowAppStreamResponse,
WorkflowFinishStreamResponse,
WorkflowStartStreamResponse,
WorkflowTaskState,
)
from core.app.task_pipeline.based_generate_task_pipeline import BasedGenerateTaskPipeline
from core.base.tts import AppGeneratorTTSPublisher, AudioTrunk
from core.ops.ops_trace_manager import TraceQueueManager
from core.workflow.entities.workflow_execution import WorkflowExecution, WorkflowExecutionStatus, WorkflowType
from core.workflow.entities.workflow_execution_entities import WorkflowExecution
from core.workflow.enums import SystemVariableKey
from core.workflow.repositories.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from core.workflow.workflow_cycle_manager import CycleManagerWorkflowInfo, WorkflowCycleManager
from core.workflow.repository.workflow_execution_repository import WorkflowExecutionRepository
from core.workflow.repository.workflow_node_execution_repository import WorkflowNodeExecutionRepository
from core.workflow.workflow_cycle_manager import WorkflowCycleManager
from extensions.ext_database import db
from models.account import Account
from models.enums import CreatorUserRole
@@ -68,6 +69,7 @@ from models.workflow import (
WorkflowAppLog,
WorkflowAppLogCreatedFrom,
WorkflowRun,
WorkflowRunStatus,
)
logger = logging.getLogger(__name__)
@@ -112,14 +114,8 @@ class WorkflowAppGenerateTaskPipeline:
SystemVariableKey.USER_ID: user_session_id,
SystemVariableKey.APP_ID: application_generate_entity.app_config.app_id,
SystemVariableKey.WORKFLOW_ID: workflow.id,
SystemVariableKey.WORKFLOW_EXECUTION_ID: application_generate_entity.workflow_execution_id,
SystemVariableKey.WORKFLOW_RUN_ID: application_generate_entity.workflow_run_id,
},
workflow_info=CycleManagerWorkflowInfo(
workflow_id=workflow.id,
workflow_type=WorkflowType(workflow.type),
version=workflow.version,
graph_data=workflow.graph_dict,
),
workflow_execution_repository=workflow_execution_repository,
workflow_node_execution_repository=workflow_node_execution_repository,
)
@@ -129,7 +125,9 @@ class WorkflowAppGenerateTaskPipeline:
)
self._application_generate_entity = application_generate_entity
self._workflow_id = workflow.id
self._workflow_features_dict = workflow.features_dict
self._task_state = WorkflowTaskState()
self._workflow_run_id = ""
def process(self) -> Union[WorkflowAppBlockingResponse, Generator[WorkflowAppStreamResponse, None, None]]:
@@ -268,13 +266,17 @@ class WorkflowAppGenerateTaskPipeline:
# override graph runtime state
graph_runtime_state = event.graph_runtime_state
# init workflow run
workflow_execution = self._workflow_cycle_manager.handle_workflow_run_start()
self._workflow_run_id = workflow_execution.id_
start_resp = self._workflow_response_converter.workflow_start_to_stream_response(
task_id=self._application_generate_entity.task_id,
workflow_execution=workflow_execution,
)
with Session(db.engine, expire_on_commit=False) as session:
# init workflow run
workflow_execution = self._workflow_cycle_manager.handle_workflow_run_start(
session=session,
workflow_id=self._workflow_id,
)
self._workflow_run_id = workflow_execution.id
start_resp = self._workflow_response_converter.workflow_start_to_stream_response(
task_id=self._application_generate_entity.task_id,
workflow_execution=workflow_execution,
)
yield start_resp
elif isinstance(
@@ -509,9 +511,9 @@ class WorkflowAppGenerateTaskPipeline:
workflow_run_id=self._workflow_run_id,
total_tokens=graph_runtime_state.total_tokens,
total_steps=graph_runtime_state.node_run_steps,
status=WorkflowExecutionStatus.FAILED
status=WorkflowRunStatus.FAILED
if isinstance(event, QueueWorkflowFailedEvent)
else WorkflowExecutionStatus.STOPPED,
else WorkflowRunStatus.STOPPED,
error_message=event.error
if isinstance(event, QueueWorkflowFailedEvent)
else event.get_stop_reason(),
@@ -540,6 +542,7 @@ class WorkflowAppGenerateTaskPipeline:
if tts_publisher:
tts_publisher.publish(queue_message)
self._task_state.answer += delta_text
yield self._text_chunk_to_stream_response(
delta_text, from_variable_selector=event.from_variable_selector
)
@@ -554,7 +557,7 @@ class WorkflowAppGenerateTaskPipeline:
tts_publisher.publish(None)
def _save_workflow_app_log(self, *, session: Session, workflow_execution: WorkflowExecution) -> None:
workflow_run = session.scalar(select(WorkflowRun).where(WorkflowRun.id == workflow_execution.id_))
workflow_run = session.scalar(select(WorkflowRun).where(WorkflowRun.id == workflow_execution.id))
assert workflow_run is not None
invoke_from = self._application_generate_entity.invoke_from
if invoke_from == InvokeFrom.SERVICE_API:

View File

@@ -1,8 +1,6 @@
from collections.abc import Mapping
from typing import Any, Optional, cast
from sqlalchemy.orm import Session
from core.app.apps.base_app_queue_manager import AppQueueManager, PublishFrom
from core.app.apps.base_app_runner import AppRunner
from core.app.entities.queue_entities import (
@@ -31,11 +29,10 @@ from core.app.entities.queue_entities import (
QueueWorkflowStartedEvent,
QueueWorkflowSucceededEvent,
)
from core.workflow.entities.node_entities import NodeRunMetadataKey
from core.workflow.entities.variable_pool import VariablePool
from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey
from core.workflow.graph_engine.entities.event import (
AgentLogEvent,
BaseNodeEvent,
GraphEngineEvent,
GraphRunFailedEvent,
GraphRunPartialSucceededEvent,
@@ -65,23 +62,15 @@ from core.workflow.graph_engine.entities.event import (
from core.workflow.graph_engine.entities.graph import Graph
from core.workflow.nodes import NodeType
from core.workflow.nodes.node_mapping import NODE_TYPE_CLASSES_MAPPING
from core.workflow.variable_loader import DUMMY_VARIABLE_LOADER, VariableLoader, load_into_variable_pool
from core.workflow.workflow_entry import WorkflowEntry
from extensions.ext_database import db
from models.model import App
from models.workflow import Workflow
from services.workflow_draft_variable_service import (
DraftVariableSaver,
)
class WorkflowBasedAppRunner(AppRunner):
def __init__(self, queue_manager: AppQueueManager, variable_loader: VariableLoader = DUMMY_VARIABLE_LOADER) -> None:
def __init__(self, queue_manager: AppQueueManager):
self.queue_manager = queue_manager
self._variable_loader = variable_loader
def _get_app_id(self) -> str:
raise NotImplementedError("not implemented")
def _init_graph(self, graph_config: Mapping[str, Any]) -> Graph:
"""
@@ -184,13 +173,6 @@ class WorkflowBasedAppRunner(AppRunner):
except NotImplementedError:
variable_mapping = {}
load_into_variable_pool(
variable_loader=self._variable_loader,
variable_pool=variable_pool,
variable_mapping=variable_mapping,
user_inputs=user_inputs,
)
WorkflowEntry.mapping_user_inputs_to_variable_pool(
variable_mapping=variable_mapping,
user_inputs=user_inputs,
@@ -280,12 +262,6 @@ class WorkflowBasedAppRunner(AppRunner):
)
except NotImplementedError:
variable_mapping = {}
load_into_variable_pool(
self._variable_loader,
variable_pool=variable_pool,
variable_mapping=variable_mapping,
user_inputs=user_inputs,
)
WorkflowEntry.mapping_user_inputs_to_variable_pool(
variable_mapping=variable_mapping,
@@ -319,7 +295,7 @@ class WorkflowBasedAppRunner(AppRunner):
inputs: Mapping[str, Any] | None = {}
process_data: Mapping[str, Any] | None = {}
outputs: Mapping[str, Any] | None = {}
execution_metadata: Mapping[WorkflowNodeExecutionMetadataKey, Any] | None = {}
execution_metadata: Mapping[NodeRunMetadataKey, Any] | None = {}
if node_run_result:
inputs = node_run_result.inputs
process_data = node_run_result.process_data
@@ -400,8 +376,6 @@ class WorkflowBasedAppRunner(AppRunner):
in_loop_id=event.in_loop_id,
)
)
self._save_draft_var_for_event(event)
elif isinstance(event, NodeRunFailedEvent):
self._publish_event(
QueueNodeFailedEvent(
@@ -464,8 +438,6 @@ class WorkflowBasedAppRunner(AppRunner):
in_loop_id=event.in_loop_id,
)
)
self._save_draft_var_for_event(event)
elif isinstance(event, NodeInIterationFailedEvent):
self._publish_event(
QueueNodeInIterationFailedEvent(
@@ -718,30 +690,3 @@ class WorkflowBasedAppRunner(AppRunner):
def _publish_event(self, event: AppQueueEvent) -> None:
self.queue_manager.publish(event, PublishFrom.APPLICATION_MANAGER)
def _save_draft_var_for_event(self, event: BaseNodeEvent):
run_result = event.route_node_state.node_run_result
if run_result is None:
return
process_data = run_result.process_data
outputs = run_result.outputs
with Session(bind=db.engine) as session, session.begin():
draft_var_saver = DraftVariableSaver(
session=session,
app_id=self._get_app_id(),
node_id=event.node_id,
node_type=event.node_type,
# FIXME(QuantumGhost): rely on private state of queue_manager is not ideal.
invoke_from=self.queue_manager._invoke_from,
node_execution_id=event.id,
enclosing_node_id=event.in_loop_id or event.in_iteration_id or None,
)
draft_var_saver.save(process_data=process_data, outputs=outputs)
def _remove_first_element_from_variable_string(key: str) -> str:
"""
Remove the first element from the prefix.
"""
prefix, remaining = key.split(".", maxsplit=1)
return remaining

View File

@@ -17,24 +17,9 @@ class InvokeFrom(Enum):
Invoke From.
"""
# SERVICE_API indicates that this invocation is from an API call to Dify app.
#
# Description of service api in Dify docs:
# https://docs.dify.ai/en/guides/application-publishing/developing-with-apis
SERVICE_API = "service-api"
# WEB_APP indicates that this invocation is from
# the web app of the workflow (or chatflow).
#
# Description of web app in Dify docs:
# https://docs.dify.ai/en/guides/application-publishing/launch-your-webapp-quickly/README
WEB_APP = "web-app"
# EXPLORE indicates that this invocation is from
# the workflow (or chatflow) explore page.
EXPLORE = "explore"
# DEBUGGER indicates that this invocation is from
# the workflow (or chatflow) edit page.
DEBUGGER = "debugger"
@classmethod
@@ -91,8 +76,6 @@ class AppGenerateEntity(BaseModel):
App Generate Entity.
"""
model_config = ConfigDict(arbitrary_types_allowed=True)
task_id: str
# app config
@@ -116,6 +99,9 @@ class AppGenerateEntity(BaseModel):
# tracing instance
trace_manager: Optional[TraceQueueManager] = None
class Config:
arbitrary_types_allowed = True
class EasyUIBasedAppGenerateEntity(AppGenerateEntity):
"""
@@ -219,7 +205,7 @@ class WorkflowAppGenerateEntity(AppGenerateEntity):
# app config
app_config: WorkflowUIBasedAppConfig
workflow_execution_id: str
workflow_run_id: str
class SingleIterationRunEntity(BaseModel):
"""

View File

@@ -1,4 +1,4 @@
from collections.abc import Mapping, Sequence
from collections.abc import Mapping
from datetime import datetime
from enum import Enum, StrEnum
from typing import Any, Optional
@@ -6,9 +6,7 @@ from typing import Any, Optional
from pydantic import BaseModel
from core.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk
from core.rag.entities.citation_metadata import RetrievalSourceMetadata
from core.workflow.entities.node_entities import AgentNodeStrategyInit
from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey
from core.workflow.entities.node_entities import AgentNodeStrategyInit, NodeRunMetadataKey
from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
from core.workflow.nodes import NodeType
from core.workflow.nodes.base import BaseNodeData
@@ -284,7 +282,7 @@ class QueueRetrieverResourcesEvent(AppQueueEvent):
"""
event: QueueEvent = QueueEvent.RETRIEVER_RESOURCES
retriever_resources: Sequence[RetrievalSourceMetadata]
retriever_resources: list[dict]
in_iteration_id: Optional[str] = None
"""iteration id if node is in iteration"""
in_loop_id: Optional[str] = None
@@ -414,7 +412,7 @@ class QueueNodeSucceededEvent(AppQueueEvent):
inputs: Optional[Mapping[str, Any]] = None
process_data: Optional[Mapping[str, Any]] = None
outputs: Optional[Mapping[str, Any]] = None
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
error: Optional[str] = None
"""single iteration duration map"""
@@ -448,7 +446,7 @@ class QueueNodeRetryEvent(QueueNodeStartedEvent):
inputs: Optional[Mapping[str, Any]] = None
process_data: Optional[Mapping[str, Any]] = None
outputs: Optional[Mapping[str, Any]] = None
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
error: str
retry_index: int # retry index
@@ -482,7 +480,7 @@ class QueueNodeInIterationFailedEvent(AppQueueEvent):
inputs: Optional[Mapping[str, Any]] = None
process_data: Optional[Mapping[str, Any]] = None
outputs: Optional[Mapping[str, Any]] = None
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
error: str
@@ -515,7 +513,7 @@ class QueueNodeInLoopFailedEvent(AppQueueEvent):
inputs: Optional[Mapping[str, Any]] = None
process_data: Optional[Mapping[str, Any]] = None
outputs: Optional[Mapping[str, Any]] = None
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
error: str
@@ -548,7 +546,7 @@ class QueueNodeExceptionEvent(AppQueueEvent):
inputs: Optional[Mapping[str, Any]] = None
process_data: Optional[Mapping[str, Any]] = None
outputs: Optional[Mapping[str, Any]] = None
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
error: str
@@ -581,7 +579,7 @@ class QueueNodeFailedEvent(AppQueueEvent):
inputs: Optional[Mapping[str, Any]] = None
process_data: Optional[Mapping[str, Any]] = None
outputs: Optional[Mapping[str, Any]] = None
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
error: str

View File

@@ -2,29 +2,12 @@ from collections.abc import Mapping, Sequence
from enum import Enum
from typing import Any, Optional
from pydantic import BaseModel, ConfigDict, Field
from pydantic import BaseModel, ConfigDict
from core.model_runtime.entities.llm_entities import LLMResult, LLMUsage
from core.model_runtime.entities.llm_entities import LLMResult
from core.model_runtime.utils.encoders import jsonable_encoder
from core.rag.entities.citation_metadata import RetrievalSourceMetadata
from core.workflow.entities.node_entities import AgentNodeStrategyInit
from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey, WorkflowNodeExecutionStatus
class AnnotationReplyAccount(BaseModel):
id: str
name: str
class AnnotationReply(BaseModel):
id: str
account: AnnotationReplyAccount
class TaskStateMetadata(BaseModel):
annotation_reply: AnnotationReply | None = None
retriever_resources: Sequence[RetrievalSourceMetadata] = Field(default_factory=list)
usage: LLMUsage | None = None
from core.workflow.entities.node_entities import AgentNodeStrategyInit, NodeRunMetadataKey
from models.workflow import WorkflowNodeExecutionStatus
class TaskState(BaseModel):
@@ -32,7 +15,7 @@ class TaskState(BaseModel):
TaskState entity
"""
metadata: TaskStateMetadata = Field(default_factory=TaskStateMetadata)
metadata: dict = {}
class EasyUITaskState(TaskState):
@@ -206,6 +189,7 @@ class WorkflowStartStreamResponse(StreamResponse):
id: str
workflow_id: str
sequence_number: int
inputs: Mapping[str, Any]
created_at: int
@@ -226,6 +210,7 @@ class WorkflowFinishStreamResponse(StreamResponse):
id: str
workflow_id: str
sequence_number: int
status: str
outputs: Optional[Mapping[str, Any]] = None
error: Optional[str] = None
@@ -322,7 +307,7 @@ class NodeFinishStreamResponse(StreamResponse):
status: str
error: Optional[str] = None
elapsed_time: float
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
created_at: int
finished_at: int
files: Optional[Sequence[Mapping[str, Any]]] = []
@@ -391,7 +376,7 @@ class NodeRetryStreamResponse(StreamResponse):
status: str
error: Optional[str] = None
elapsed_time: float
execution_metadata: Optional[Mapping[WorkflowNodeExecutionMetadataKey, Any]] = None
execution_metadata: Optional[Mapping[NodeRunMetadataKey, Any]] = None
created_at: int
finished_at: int
files: Optional[Sequence[Mapping[str, Any]]] = []

View File

@@ -1,3 +1,4 @@
import json
import logging
import time
from collections.abc import Generator
@@ -42,15 +43,15 @@ from core.app.entities.task_entities import (
StreamResponse,
)
from core.app.task_pipeline.based_generate_task_pipeline import BasedGenerateTaskPipeline
from core.app.task_pipeline.message_cycle_manager import MessageCycleManager
from core.app.task_pipeline.message_cycle_manage import MessageCycleManage
from core.base.tts import AppGeneratorTTSPublisher, AudioTrunk
from core.model_manager import ModelInstance
from core.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk, LLMResultChunkDelta, LLMUsage
from core.model_runtime.entities.message_entities import (
AssistantPromptMessage,
TextPromptMessageContent,
)
from core.model_runtime.model_providers.__base.large_language_model import LargeLanguageModel
from core.model_runtime.utils.encoders import jsonable_encoder
from core.ops.entities.trace_entity import TraceTaskName
from core.ops.ops_trace_manager import TraceQueueManager, TraceTask
from core.prompt.utils.prompt_message_util import PromptMessageUtil
@@ -62,7 +63,7 @@ from models.model import AppMode, Conversation, Message, MessageAgentThought
logger = logging.getLogger(__name__)
class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline, MessageCycleManage):
"""
EasyUIBasedGenerateTaskPipeline is a class that generate stream output and state management for Application.
"""
@@ -103,11 +104,6 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
)
)
self._message_cycle_manager = MessageCycleManager(
application_generate_entity=application_generate_entity,
task_state=self._task_state,
)
self._conversation_name_generate_thread: Optional[Thread] = None
def process(
@@ -119,7 +115,7 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
]:
if self._application_generate_entity.app_config.app_mode != AppMode.COMPLETION:
# start generate conversation name thread
self._conversation_name_generate_thread = self._message_cycle_manager.generate_conversation_name(
self._conversation_name_generate_thread = self._generate_conversation_name(
conversation_id=self._conversation_id, query=self._application_generate_entity.query or ""
)
@@ -140,9 +136,9 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
if isinstance(stream_response, ErrorStreamResponse):
raise stream_response.err
elif isinstance(stream_response, MessageEndStreamResponse):
extras = {"usage": self._task_state.llm_result.usage.model_dump()}
extras = {"usage": jsonable_encoder(self._task_state.llm_result.usage)}
if self._task_state.metadata:
extras["metadata"] = self._task_state.metadata.model_dump()
extras["metadata"] = self._task_state.metadata
response: Union[ChatbotAppBlockingResponse, CompletionAppBlockingResponse]
if self._conversation_mode == AppMode.COMPLETION.value:
response = CompletionAppBlockingResponse(
@@ -281,9 +277,7 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
)
if output_moderation_answer:
self._task_state.llm_result.message.content = output_moderation_answer
yield self._message_cycle_manager.message_replace_to_stream_response(
answer=output_moderation_answer
)
yield self._message_replace_to_stream_response(answer=output_moderation_answer)
with Session(db.engine) as session:
# Save message
@@ -292,9 +286,9 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
message_end_resp = self._message_end_to_stream_response()
yield message_end_resp
elif isinstance(event, QueueRetrieverResourcesEvent):
self._message_cycle_manager.handle_retriever_resources(event)
self._handle_retriever_resources(event)
elif isinstance(event, QueueAnnotationReplyEvent):
annotation = self._message_cycle_manager.handle_annotation_reply(event)
annotation = self._handle_annotation_reply(event)
if annotation:
self._task_state.llm_result.message.content = annotation.content
elif isinstance(event, QueueAgentThoughtEvent):
@@ -302,7 +296,7 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
if agent_thought_response is not None:
yield agent_thought_response
elif isinstance(event, QueueMessageFileEvent):
response = self._message_cycle_manager.message_file_to_stream_response(event)
response = self._message_file_to_stream_response(event)
if response:
yield response
elif isinstance(event, QueueLLMChunkEvent | QueueAgentMessageEvent):
@@ -310,23 +304,6 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
delta_text = chunk.delta.message.content
if delta_text is None:
continue
if isinstance(chunk.delta.message.content, list):
delta_text = ""
for content in chunk.delta.message.content:
logger.debug(
"The content type %s in LLM chunk delta message content.: %r", type(content), content
)
if isinstance(content, TextPromptMessageContent):
delta_text += content.data
elif isinstance(content, str):
delta_text += content # failback to str
else:
logger.warning(
"Unsupported content type %s in LLM chunk delta message content.: %r",
type(content),
content,
)
continue
if not self._task_state.llm_result.prompt_messages:
self._task_state.llm_result.prompt_messages = chunk.prompt_messages
@@ -341,7 +318,7 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
self._task_state.llm_result.message.content = current_content
if isinstance(event, QueueLLMChunkEvent):
yield self._message_cycle_manager.message_to_stream_response(
yield self._message_to_stream_response(
answer=cast(str, delta_text),
message_id=self._message_id,
)
@@ -351,7 +328,7 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
message_id=self._message_id,
)
elif isinstance(event, QueueMessageReplaceEvent):
yield self._message_cycle_manager.message_replace_to_stream_response(answer=event.text)
yield self._message_replace_to_stream_response(answer=event.text)
elif isinstance(event, QueuePingEvent):
yield self._ping_stream_response()
else:
@@ -395,7 +372,9 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
message.provider_response_latency = time.perf_counter() - self._start_at
message.total_price = usage.total_price
message.currency = usage.currency
message.message_metadata = self._task_state.metadata.model_dump_json()
message.message_metadata = (
json.dumps(jsonable_encoder(self._task_state.metadata)) if self._task_state.metadata else None
)
if trace_manager:
trace_manager.add_trace_task(
@@ -444,12 +423,16 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
Message end to stream response.
:return:
"""
self._task_state.metadata.usage = self._task_state.llm_result.usage
metadata_dict = self._task_state.metadata.model_dump()
self._task_state.metadata["usage"] = jsonable_encoder(self._task_state.llm_result.usage)
extras = {}
if self._task_state.metadata:
extras["metadata"] = self._task_state.metadata
return MessageEndStreamResponse(
task_id=self._application_generate_entity.task_id,
id=self._message_id,
metadata=metadata_dict,
metadata=extras.get("metadata", {}),
)
def _agent_message_to_stream_response(self, answer: str, message_id: str) -> AgentMessageStreamResponse:

View File

@@ -17,8 +17,6 @@ from core.app.entities.queue_entities import (
QueueRetrieverResourcesEvent,
)
from core.app.entities.task_entities import (
AnnotationReply,
AnnotationReplyAccount,
EasyUITaskState,
MessageFileStreamResponse,
MessageReplaceStreamResponse,
@@ -32,7 +30,7 @@ from models.model import AppMode, Conversation, MessageAnnotation, MessageFile
from services.annotation_service import AppAnnotationService
class MessageCycleManager:
class MessageCycleManage:
def __init__(
self,
*,
@@ -47,7 +45,7 @@ class MessageCycleManager:
self._application_generate_entity = application_generate_entity
self._task_state = task_state
def generate_conversation_name(self, *, conversation_id: str, query: str) -> Optional[Thread]:
def _generate_conversation_name(self, *, conversation_id: str, query: str) -> Optional[Thread]:
"""
Generate conversation name.
:param conversation_id: conversation id
@@ -104,7 +102,7 @@ class MessageCycleManager:
db.session.commit()
db.session.close()
def handle_annotation_reply(self, event: QueueAnnotationReplyEvent) -> Optional[MessageAnnotation]:
def _handle_annotation_reply(self, event: QueueAnnotationReplyEvent) -> Optional[MessageAnnotation]:
"""
Handle annotation reply.
:param event: event
@@ -113,28 +111,25 @@ class MessageCycleManager:
annotation = AppAnnotationService.get_annotation_by_id(event.message_annotation_id)
if annotation:
account = annotation.account
self._task_state.metadata.annotation_reply = AnnotationReply(
id=annotation.id,
account=AnnotationReplyAccount(
id=annotation.account_id,
name=account.name if account else "Dify user",
),
)
self._task_state.metadata["annotation_reply"] = {
"id": annotation.id,
"account": {"id": annotation.account_id, "name": account.name if account else "Dify user"},
}
return annotation
return None
def handle_retriever_resources(self, event: QueueRetrieverResourcesEvent) -> None:
def _handle_retriever_resources(self, event: QueueRetrieverResourcesEvent) -> None:
"""
Handle retriever resources.
:param event: event
:return:
"""
if self._application_generate_entity.app_config.additional_features.show_retrieve_source:
self._task_state.metadata.retriever_resources = event.retriever_resources
self._task_state.metadata["retriever_resources"] = event.retriever_resources
def message_file_to_stream_response(self, event: QueueMessageFileEvent) -> Optional[MessageFileStreamResponse]:
def _message_file_to_stream_response(self, event: QueueMessageFileEvent) -> Optional[MessageFileStreamResponse]:
"""
Message file to stream response.
:param event: event
@@ -171,7 +166,7 @@ class MessageCycleManager:
return None
def message_to_stream_response(
def _message_to_stream_response(
self, answer: str, message_id: str, from_variable_selector: Optional[list[str]] = None
) -> MessageStreamResponse:
"""
@@ -187,7 +182,7 @@ class MessageCycleManager:
from_variable_selector=from_variable_selector,
)
def message_replace_to_stream_response(self, answer: str, reason: str = "") -> MessageReplaceStreamResponse:
def _message_replace_to_stream_response(self, answer: str, reason: str = "") -> MessageReplaceStreamResponse:
"""
Message replace to stream response.
:param answer: answer

View File

@@ -1,10 +1,8 @@
import logging
from collections.abc import Sequence
from core.app.apps.base_app_queue_manager import AppQueueManager, PublishFrom
from core.app.entities.app_invoke_entities import InvokeFrom
from core.app.entities.queue_entities import QueueRetrieverResourcesEvent
from core.rag.entities.citation_metadata import RetrievalSourceMetadata
from core.rag.index_processor.constant.index_type import IndexType
from core.rag.models.document import Document
from extensions.ext_database import db
@@ -87,8 +85,7 @@ class DatasetIndexToolCallbackHandler:
db.session.commit()
# TODO(-LAN-): Improve type check
def return_retriever_resource_info(self, resource: Sequence[RetrievalSourceMetadata]):
def return_retriever_resource_info(self, resource: list):
"""Handle return_retriever_resource_info."""
self._queue_manager.publish(
QueueRetrieverResourcesEvent(retriever_resources=resource), PublishFrom.APPLICATION_MANAGER

View File

@@ -55,25 +55,6 @@ class ProviderModelWithStatusEntity(ProviderModel):
status: ModelStatus
load_balancing_enabled: bool = False
def raise_for_status(self) -> None:
"""
Check model status and raise ValueError if not active.
:raises ValueError: When model status is not active, with a descriptive message
"""
if self.status == ModelStatus.ACTIVE:
return
error_messages = {
ModelStatus.NO_CONFIGURE: "Model is not configured",
ModelStatus.QUOTA_EXCEEDED: "Model quota has been exceeded",
ModelStatus.NO_PERMISSION: "No permission to use this model",
ModelStatus.DISABLED: "Model is disabled",
}
if self.status in error_messages:
raise ValueError(error_messages[self.status])
class ModelWithProviderEntity(ProviderModelWithStatusEntity):
"""

View File

@@ -41,53 +41,45 @@ class Extensible:
extensions = []
position_map: dict[str, int] = {}
# Get the package name from the module path
package_name = ".".join(cls.__module__.split(".")[:-1])
# get the path of the current class
current_path = os.path.abspath(cls.__module__.replace(".", os.path.sep) + ".py")
current_dir_path = os.path.dirname(current_path)
try:
# Get package directory path
package_spec = importlib.util.find_spec(package_name)
if not package_spec or not package_spec.origin:
raise ImportError(f"Could not find package {package_name}")
# traverse subdirectories
for subdir_name in os.listdir(current_dir_path):
if subdir_name.startswith("__"):
continue
package_dir = os.path.dirname(package_spec.origin)
# Traverse subdirectories
for subdir_name in os.listdir(package_dir):
if subdir_name.startswith("__"):
continue
subdir_path = os.path.join(package_dir, subdir_name)
if not os.path.isdir(subdir_path):
continue
extension_name = subdir_name
subdir_path = os.path.join(current_dir_path, subdir_name)
extension_name = subdir_name
if os.path.isdir(subdir_path):
file_names = os.listdir(subdir_path)
# Check for extension module file
if (extension_name + ".py") not in file_names:
logging.warning(f"Missing {extension_name}.py file in {subdir_path}, Skip.")
continue
# Check for builtin flag and position
# is builtin extension, builtin extension
# in the front-end page and business logic, there are special treatments.
builtin = False
# default position is 0 can not be None for sort_to_dict_by_position_map
position = 0
if "__builtin__" in file_names:
builtin = True
builtin_file_path = os.path.join(subdir_path, "__builtin__")
if os.path.exists(builtin_file_path):
position = int(Path(builtin_file_path).read_text(encoding="utf-8").strip())
position_map[extension_name] = position
# Import the extension module
module_name = f"{package_name}.{extension_name}.{extension_name}"
spec = importlib.util.find_spec(module_name)
if (extension_name + ".py") not in file_names:
logging.warning(f"Missing {extension_name}.py file in {subdir_path}, Skip.")
continue
# Dynamic loading {subdir_name}.py file and find the subclass of Extensible
py_path = os.path.join(subdir_path, extension_name + ".py")
spec = importlib.util.spec_from_file_location(extension_name, py_path)
if not spec or not spec.loader:
raise ImportError(f"Failed to load module {module_name}")
raise Exception(f"Failed to load module {extension_name} from {py_path}")
mod = importlib.util.module_from_spec(spec)
spec.loader.exec_module(mod)
# Find extension class
extension_class = None
for name, obj in vars(mod).items():
if isinstance(obj, type) and issubclass(obj, cls) and obj != cls:
@@ -95,21 +87,21 @@ class Extensible:
break
if not extension_class:
logging.warning(f"Missing subclass of {cls.__name__} in {module_name}, Skip.")
logging.warning(f"Missing subclass of {cls.__name__} in {py_path}, Skip.")
continue
# Load schema if not builtin
json_data: dict[str, Any] = {}
if not builtin:
json_path = os.path.join(subdir_path, "schema.json")
if not os.path.exists(json_path):
if "schema.json" not in file_names:
logging.warning(f"Missing schema.json file in {subdir_path}, Skip.")
continue
with open(json_path, encoding="utf-8") as f:
json_data = json.load(f)
json_path = os.path.join(subdir_path, "schema.json")
json_data = {}
if os.path.exists(json_path):
with open(json_path, encoding="utf-8") as f:
json_data = json.load(f)
# Create extension
extensions.append(
ModuleExtension(
extension_class=extension_class,
@@ -121,11 +113,6 @@ class Extensible:
)
)
except Exception as e:
logging.exception("Error scanning extensions")
raise
# Sort extensions by position
sorted_extensions = sort_to_dict_by_position_map(
position_map=position_map, data=extensions, name_func=lambda x: x.name
)

View File

@@ -1,11 +1 @@
from typing import Any
# TODO(QuantumGhost): Refactor variable type identification. Instead of directly
# comparing `dify_model_identity` with constants throughout the codebase, extract
# this logic into a dedicated function. This would encapsulate the implementation
# details of how different variable types are identified.
FILE_MODEL_IDENTITY = "__dify__file__"
def maybe_file_object(o: Any) -> bool:
return isinstance(o, dict) and o.get("dify_model_identity") == FILE_MODEL_IDENTITY

View File

@@ -15,7 +15,6 @@ from core.helper.code_executor.python3.python3_transformer import Python3Templat
from core.helper.code_executor.template_transformer import TemplateTransformer
logger = logging.getLogger(__name__)
code_execution_endpoint_url = URL(str(dify_config.CODE_EXECUTION_ENDPOINT))
class CodeExecutionError(Exception):
@@ -65,7 +64,7 @@ class CodeExecutor:
:param code: code
:return:
"""
url = code_execution_endpoint_url / "v1" / "sandbox" / "run"
url = URL(str(dify_config.CODE_EXECUTION_ENDPOINT)) / "v1" / "sandbox" / "run"
headers = {"X-Api-Key": dify_config.CODE_EXECUTION_API_KEY}

View File

@@ -7,28 +7,29 @@ from configs import dify_config
from core.helper.download import download_with_size_limit
from core.plugin.entities.marketplace import MarketplacePluginDeclaration
marketplace_api_url = URL(str(dify_config.MARKETPLACE_API_URL))
def get_plugin_pkg_url(plugin_unique_identifier: str) -> str:
return str((marketplace_api_url / "api/v1/plugins/download").with_query(unique_identifier=plugin_unique_identifier))
def get_plugin_pkg_url(plugin_unique_identifier: str):
return (URL(str(dify_config.MARKETPLACE_API_URL)) / "api/v1/plugins/download").with_query(
unique_identifier=plugin_unique_identifier
)
def download_plugin_pkg(plugin_unique_identifier: str):
return download_with_size_limit(get_plugin_pkg_url(plugin_unique_identifier), dify_config.PLUGIN_MAX_PACKAGE_SIZE)
url = str(get_plugin_pkg_url(plugin_unique_identifier))
return download_with_size_limit(url, dify_config.PLUGIN_MAX_PACKAGE_SIZE)
def batch_fetch_plugin_manifests(plugin_ids: list[str]) -> Sequence[MarketplacePluginDeclaration]:
if len(plugin_ids) == 0:
return []
url = str(marketplace_api_url / "api/v1/plugins/batch")
url = str(URL(str(dify_config.MARKETPLACE_API_URL)) / "api/v1/plugins/batch")
response = requests.post(url, json={"plugin_ids": plugin_ids})
response.raise_for_status()
return [MarketplacePluginDeclaration(**plugin) for plugin in response.json()["data"]["plugins"]]
def record_install_plugin_event(plugin_unique_identifier: str):
url = str(marketplace_api_url / "api/v1/stats/plugins/install_count")
url = str(URL(str(dify_config.MARKETPLACE_API_URL)) / "api/v1/stats/plugins/install_count")
response = requests.post(url, json={"unique_identifier": plugin_unique_identifier})
response.raise_for_status()

View File

@@ -1,5 +1,5 @@
import logging
import secrets
import random
from typing import cast
from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEntity
@@ -38,7 +38,7 @@ def check_moderation(tenant_id: str, model_config: ModelConfigWithCredentialsEnt
if len(text_chunks) == 0:
return True
text_chunk = secrets.choice(text_chunks)
text_chunk = random.choice(text_chunks)
try:
model_provider_factory = ModelProviderFactory(tenant_id)

View File

@@ -1,20 +1,61 @@
# Written by YORKI MINAKO🤡, Edited by Xiaoyi, Edited by yasu-oh
CONVERSATION_TITLE_PROMPT = """You are asked to generate a concise chat title by decomposing the users input into two parts: “Intention” and “Subject”.
# Written by YORKI MINAKO🤡, Edited by Xiaoyi
CONVERSATION_TITLE_PROMPT = """You need to decompose the user's input into "subject" and "intention" in order to accurately figure out what the user's input language actually is.
Notice: the language type user uses could be diverse, which can be English, Chinese, Italian, Español, Arabic, Japanese, French, and etc.
ENSURE your output is in the SAME language as the user's input!
Your output is restricted only to: (Input language) Intention + Subject(short as possible)
Your output MUST be a valid JSON.
1. Detect Input Language
Automatically identify the language of the users input (e.g. English, Chinese, Italian, Español, Arabic, Japanese, French, and etc.).
Tip: When the user's question is directed at you (the language model), you can add an emoji to make it more fun.
2. Generate Title
- Combine Intention + Subject into a single, as-short-as-possible phrase.
- The title must be natural, friendly, and in the same language as the input.
- If the input is a direct question to the model, you may add an emoji at the end.
3. Output Format
Return **only** a valid JSON object with these exact keys and no additional text:
example 1:
User Input: hi, yesterday i had some burgers.
{
"Language Type": "<Detected language>",
"Your Reasoning": "<Brief explanation in that language>",
"Your Output": "<Intention + Subject>"
"Language Type": "The user's input is pure English",
"Your Reasoning": "The language of my output must be pure English.",
"Your Output": "sharing yesterday's food"
}
example 2:
User Input: hello
{
"Language Type": "The user's input is pure English",
"Your Reasoning": "The language of my output must be pure English.",
"Your Output": "Greeting myself☺"
}
example 3:
User Input: why mmap file: oom
{
"Language Type": "The user's input is written in pure English",
"Your Reasoning": "The language of my output must be pure English.",
"Your Output": "Asking about the reason for mmap file: oom"
}
example 4:
User Input: www.convinceme.yesterday-you-ate-seafood.tv讲了什么
{
"Language Type": "The user's input English-Chinese mixed",
"Your Reasoning": "The English-part is an URL, the main intention is still written in Chinese, so the language of my output must be using Chinese.",
"Your Output": "询问网站www.convinceme.yesterday-you-ate-seafood.tv"
}
example 5:
User Input: why小红的年龄is老than小明
{
"Language Type": "The user's input is English-Chinese mixed",
"Your Reasoning": "The English parts are filler words, the main intention is written in Chinese, besides, Chinese occupies a greater \"actual meaning\" than English, so the language of my output must be using Chinese.",
"Your Output": "询问小红和小明的年龄"
}
example 6:
User Input: yo, 你今天咋样?
{
"Language Type": "The user's input is English-Chinese mixed",
"Your Reasoning": "The English-part is a subjective particle, the main intention is written in Chinese, so the language of my output must be using Chinese.",
"Your Output": "查询今日我的状态☺️"
}
User Input:

View File

@@ -542,6 +542,8 @@ class LBModelManager:
return config
return None
def cooldown(self, config: ModelLoadBalancingConfiguration, expire: int = 60) -> None:
"""
Cooldown model load balancing config

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