v0.2.0

[hhhhsc701]

1. 核心模块迭代

模块	更新内容	价值与影响
数据归集	将原来的OBS归集模板修改为S3归集模板，增强对于S3存储的支持能力增加MYSQL归集模板、StarRocks归集模板、GlusterFS归集模板	增加了数据归集支持的外部系统，丰富了数据归集的能力。
数据处理	支持清洗到已创建的数据集中；清洗任务创建筛选逻辑优化，支持多选；更新paddlepaddle图像文本方向识别模型；支持清洗表格标签；	提升数据处理的灵活性、效率。
数据管理	数据管理内增加新建文件夹功能，可在数据集中使用文件夹；数据管理中增加‘数据/文件夹’重命名功能；优化‘数据集’根据数据类型的图标和微动态互动效果。	增强了数据管理的组织与可维护能力，提升了复杂数据集在使用中的灵活性。提升了界面可读性与操作直观性。
数据标注	新增图像目标检测自动标注功能，支持80类可选分类；自动标注结果已可以与Label-Studio进行互联；自动/手动标注创建任务可以任选数据集和数据。	降低了人工标注成本，加快了大规模数据集的标注效率。提升了标注流程的灵活性与工程落地效率。
知识生成	知识生成新增生成知识图谱能力：支持.txt、.md、.doc、.docx、.pdf等泛文本文件生成知识图谱前端支持显示知识图谱关系，支持查询节点与边的详情	将非结构化文本转化为可视化、可检索的知识关联网络，可大幅提升 RAG 数据质量和效率
部署模块	重构docker-compose.yml文件，支持随版本发布docker-compose.yml支持配置证书以开启https，支持加密后的密钥统一数据库密码配置入口，密码存放到secret中支持ModelEngine对接，前端菜单能跳转到DataMate首页	简化docker安装方式，支持单行一键安装增加系统安全性
用户模块	增加用户登录和注册功能，默认部署不对用户进行要求用户功能开启后，仅可查看首页，其余页面点击后弹出登录弹窗	增加用户功能，增加系统安全性

2. 体验、兼容性优化与问题修复

• 开放数据集、数据清洗、算子市场相关接口mcp能力，支持通过Agent创建清洗任务
• 算子市场，对各个数据种类的算子进行了图标与颜色的全新设计，使前端更加美观，粗略可读性更强
• 数据库切换，由mysql切换为pgsql，去除GPL以便公司内部开源引入，且与LabelStudio的数据库合并，减少部署时资源消耗
• 修复数据清洗任务创建时切换选中算子导致已配置的参数丢失问题
• 修复算子市场分页状态在「全选 / 细分分类」切换时未重置，导致分页错乱及空结果问题
• 修复设置界面前端拉伸时会出现无限拉伸的情况。

What's Changed

• fix: ray部署修改 by @hhhhsc701 in fix: ray部署修改 #221
• feature: add mysql collection and starrocks collection by @hefanli in feature: add mysql collection and starrocks collection #222
• feat(auto-annotation): integrate YOLO auto-labeling and enhance data management by @o0Shark0o in feat(auto-annotation): integrate YOLO auto-labeling and enhance data management #223
• fix the ratio task config by @hefanli in fix the ratio task config #224
• 优化合成任务数据集选择交互体验 by @o0Shark0o in 优化合成任务数据集选择交互体验 #225
• fix: 修复入库可能重复;筛选逻辑优化 by @hhhhsc701 in fix: 修复入库可能重复;筛选逻辑优化 #226
• feat: mcp支持创建清洗任务 by @hhhhsc701 in feat: mcp支持创建清洗任务 #227
• feature: could create dataset while creating collection task by @hefanli in feature: could create dataset while creating collection task #228
• feat(auto-annotation): integrate auto-label results with Label Studio and improve task creation by @o0Shark0o in feat(auto-annotation): integrate auto-label results with Label Studio and improve task creation #230
• feat: enhance Docker configuration with additional services and profiles by @Dallas98 in feat: enhance Docker configuration with additional services and profiles #231
• feature: support data intelligence orchestation front by @yafengzhang2025 in feature: support data intelligence orchestation front #232
• feat: update knowledge base file detail view with pagination and metadata display by @Dallas98 in feat: update knowledge base file detail view with pagination and metadata display #233
• feat(text-annotation): improve manual text annotation and enable visibility in Label Studio by @o0Shark0o in feat(text-annotation): improve manual text annotation and enable visibility in Label Studio #235
• refactor: replace the database from mysql to pgsql by @hefanli in refactor: replace the database from mysql to pgsql #236
• feat: enhance Makefile and README for improved image download process and user prompts by @Dallas98 in feat: enhance Makefile and README for improved image download process and user prompts #237
• fix: fix the LabelStudio jumps without login by @hefanli in fix: fix the LabelStudio jumps without login #238
• fix: 修复paddleocr模型报错 by @hhhhsc701 in fix: 修复paddleocr模型报错 #239
• feat: enhance Makefile and update logging to mask database URL in main.py by @Dallas98 in feat: enhance Makefile and update logging to mask database URL in main.py #240
• feat(operator): add YOLOv8 image object detection operator by @o0Shark0o in feat(operator): add YOLOv8 image object detection operator #241
• feat: Add Glusterfs LocalFs S3-CompatibleFs Support by @q792602257 in feat: Add Glusterfs LocalFs S3-CompatibleFs Support #229
• feat: nginx支持https/密码通过secret存放 by @hhhhsc701 in feat: nginx支持https/密码通过secret存放 #242
• fix: 修复参数传递问题 by @hhhhsc701 in fix: 修复参数传递问题 #243
• feature: add user login and signup functions by @hefanli in feature: add user login and signup functions #244
• fix(auto-annotation): resolve task bugs and add dataset and folder renaming support by @o0Shark0o in fix(auto-annotation): resolve task bugs and add dataset and folder renaming support #245
• fix: pg数据库环境变量 by @hhhhsc701 in fix: pg数据库环境变量 #247
• feat: 支持通过configmap挂载证书并解密 by @hhhhsc701 in feat: 支持通过configmap挂载证书并解密 #248
• feat: 支持清洗到已有数据集中 by @hhhhsc701 in feat: 支持清洗到已有数据集中 #249
• add user-related interactions on the frontend by @hefanli in add user-related interactions on the frontend #250
• fix: 修复https证书配置 by @hhhhsc701 in fix: 修复https证书配置 #252
• feat: 新增知识图谱功能 by @Dallas98 in feat: 新增知识图谱功能 #251
• no login required by default by @hefanli in no login required by default #253
• feat: 支持清洗表格标签 by @hhhhsc701 in feat: 支持清洗表格标签 #254
• feat: add graph RAG service routing and storage configuration by @Dallas98 in feat: add graph RAG service routing and storage configuration #255
• feat: add lightrag-hku dependency to pyproject.toml by @Dallas98 in feat: add lightrag-hku dependency to pyproject.toml #256
• fix: 修复日志打印 by @hhhhsc701 in fix: 修复日志打印 #257

New Contributors

• @yafengzhang2025 made their first contribution in feature: support data intelligence orchestation front #232
• @q792602257 made their first contribution in feat: Add Glusterfs LocalFs S3-CompatibleFs Support #229

Full Changelog: v0.1.0...v0.2.0

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This discussion was created from the release v0.2.0.