v0.12.0b0

[0.12.0]

Added

• 【功能】新增SCQL组件
• 【功能】新增三方隐私求交组件
• 【功能】新增SQL单边预处理组件
• 【功能】新增非平衡PSI组件
• 【功能】新增WOE报告各箱bad_rate/total_rate指标
• 【功能】新增两方PSI组件展示report
• 【功能】新增训练组件运行进度展示
• 【文档】SCQL使用事项

Changed

• 【优化】mysql数据源注册提示

Fixd

• 【修复】修复三方建模数据查询问题

[0.12.0b0] - 2024-12-15

Added

• [Feature] Added a SCQL component
• [Feature] Added a PSI component for three parties
• [Feature] Added a SQL component for one-side data preprocessing
• [Feature] Added an Unbalanced PSI Cache component and an Unbalanced PSI calculate component
• [Feature] Added bad_rate / total_rate metrics in the report of WOE component
• [Feature] Added original_count / total_count metrics in the report of PSI component
• [Feature] Added running progress display on training components
• [Documentation] Operation Manual for SCQL component

Changed

• [Optimization] Improved MySQL datasource registration prompts

Fixed

• [Fixed] data query issues in P2P deploy mode

v0.11.0b0

What's Changed

Features

• 支持MySQL数据库的数据源
• 新增读取模型和模型回测组件。
• 支持读取ODPS数据表分区。
• 支持定期调度任务：包括配置、任务列表和结果查看。

Other Changes

• release/0.11.0b0 by @yinrouni in #36

Full Changelog: v0.10.0b0...v0.11.0b0

v0.10.0b0

What's Changed

Other Changes

Feature:

• 支持部署并管理多计算节点，支持用户隔离研发和生产环境
• 新增ODPS数据源，并支持模型发布到oss、odps数据源
• 支持在新增数据时，对空值进行自定义
• 隐私求交组件支持数据仅输出导某一方
• 行级过滤算子支持过滤空值行

Chore:

• npm update by @yinrouni in #34

Docs:

• docs: 修复开发文档构建问题 by @yinrouni in #35

Full Changelog: v0.9.0b0...v0.10.0b0

v0.9.0b0

核心变更 🎉🎉🎉

新增

• SGB 组件支持 tweedie 训练
• 多节点底层 grpc 改造 & 日志监控升级

优化

• 单边算子支持 & proto 协议升级(依赖 kuscia)
• 若干 bugfix：
  • 修复分箱修改组件粘贴导致执行失败问题
  • 调整组件面板数值前置校验的文案展示逻辑
  • 更新采样组件部分提示语

Main Changes 🎉🎉🎉

Added

• [Feature] Added support for tweedie training in SGB component.
• [Feature] Multi-node architecture restructured with gRPC and logging/monitoring enhancements.

Optimized

• [Optimization] Single-sided operator support & proto protocol upgrade (dependent on Kuscia).

Several bug fixes and optimizations:

• [Optimization] Resolved an issue where pasting in the binning modification component led to execution failure.
• [Optimization] Adjusted the logic for displaying pre-validation messages on the component panel for numeric inputs.
• [Optimization] Updated some prompts in the sampling component for enhanced user guidance.

v0.8.0b0

核心变更 🎉🎉🎉

【功能】建模画布-组件，新增 类型转换 组件
【功能】建模画布-组件，新增 分层采样 组件
【功能】建模画布-组件，新增 评分卡转换 组件
【功能】建模画布-组件，新增 PSI人群稳定性 组件
【功能】数据源新增页面交互，并支持 OSS/HTTP数据源(不包含odps)
【功能】新增数据源管理功能：新增、列表、删除、状态等
【功能】数据源全局设置

Main Changes 🎉🎉🎉

[Feature] Add Type Conversion component.
[Feature] Add Sampling component.
[Feature] Add Scorecard Transformation component.
[Feature] Add PSI (Population Stability Index) Audience Stability analysis component.
[Feature] Support OSS/HTTP data sources (excluding ODPS).
[Feature] Enhance data source management modules: creation, listing, deletion, status monitoring, etc.
[Feature] Enhance Global Settings for managing data sources.

v0.7.0b0

🆕 核心变更 🎉

• 【功能】secretpad arm & amd 镜像构建，mvp 包支持 arm & amd
• 【功能】画布支持 SecretFlow 1.6.0变动: pvalue 评估支持 GLM 模型、onehot 支持丢弃众数列、LR 训练组件增加输出权重选项、增加数据集垂直 union 算子、psi 版本升级等
• 【功能】画布任务并行值配置
• 【功能】前端展示隐语各组件版本
• 【功能】集成阿里云 SLS，web 界面展示 SLS 各组件详细日志
• 【功能】secretpad 版本升级数据保留
• 【功能】serving 在线预测发布时可指定系统资源 cpu、内存
• 【功能】新增平台组件线性模型参数修改（目前支持 glm 模型修改）

若干优化：

• http-data-add view 增加 tooltip 文案提示
• 解决断点续传继续执行按钮初次不展示问题
• 调整线性模型修改组件 float32 值范围
• 解决 case when、group by 组件面板接口重复请求问题
• 更新 circle ci 配置：限制 pnpm 版本，仅限 main 分支执行

🆕 Main Changes 🎉

[Feature] Secretpad arm & amd image builds, MVP package supports arm & amd.
[Feature] Canvas supports changes in SecretFlow 1.6.0: support for GLM model in pvalue evaluation, onehot encoding supports dropping the mode column, LR training components add an option to output weights, addition of vertical union operator for datasets, psi version upgrade, etc.
[Feature] Canvas task parallel value configuration.
[Feature] Front-end display of Secretpad component versions.
[Feature] Integration with Alibaba Cloud SLS to display detailed logs of SLS components on the web interface.
[Feature] Secretpad version upgrade data retention.
[Feature] Serving online prediction release can specify system resources CPU, memory.
[Feature] Addition of platform component linear model parameter modification (currently supports modification of glm model).

Some refactor:

• Add tooltip text prompts to the http-data-add view.
• Fix the issue where the "Continue Execution" button does not display at first.
• Adjust the float32 value range in the linear model edit component.
• Resolve the issue of repeated API requests in the case when, group by component panels.
• Update CircleCI configuration: limit the pnpm version and only execute on the main branch.

v0.6.0b0

What's Changed

核心变更

• 新增 notls kuscia 网络协议
• PSI 组件支持关联键重复特性
• 修复拖拽组件时，因为序列号产生的状态问题

Main Changes

• add notls for kuscia network protocols
• support duplicate values of association keys for PSI component in platform
• fix The serial number of the front-end initiating component has a status

New Contributors

• @tonywu6 made their first contribution in #15
• @Angelii made their first contribution in #18

Full Changelog: v0.5.0b0...v0.6.0b0

v0.5.0b0

What's Changed

Exciting New Features 🎉

• v1.4: 新增模型部署 by @yinrouni in #13

新功能

画布模型导出
模型管理（发布、下线、废弃、删除）
模型http特征服务管理
支持secreflow 算子模型导入、GLM优化、可以保存额外的特征列到预测算子的结果中、提供分箱修改功能、PSI升级0.0.2等

New Features

• Support model export on canvas
• Add model management (release, retire, delete, deploy)
• Add http feature service Management for model
• Support features in SF components, Model Import, GLM Optimization, saving extra feature columns to the prediction result table, WOE Modification, PSI Upgrade 0.0.2, etc.

Full Changelog: v0.4.1b0...v0.5.0b0

v0.4.1b0

What's Changed

• Added 10+ components, such as feature calculation, cross-decision, outlier handling, grouping statistics, binning
  modification, GLM model training/prediction, to support the whole link of insurance pricing
• The model prediction (SecureBoost),glm component is optimized to support batch prediction
• WOE binning and general binning added report output and configuration, added error feature columns to the prediction
  component, and supported PSI 0.0.2
• Fix the missing SGD prediction tag column

Other Changes

• chore: upgrade pnpm in build.yml by @yinrouni in #9

Full Changelog: v0.4.0b0...v0.4.1b0

v0.4.0b0

What's Changed

1. The platform supports P2P deployment architecture, supports project cooperation from the end side, and does not rely on trusted third parties
2. Node routing support P2P mode

Improvement

1. Configuration parameters are added to the existing components to facilitate more flexible construction of training tasks
2. In the P2P mode, the creation of platform projects requires the approval of the invitee
3. The model prediction (SecureBoost) component is optimized to support batch prediction

新功能

1. 平台支持 P2P 部署架构，支持从端侧发起项目合作，不依赖可信第三方
2. 节点路由创建支持 P2P 模式

功能更新

1. 存量组件增加配置参数，便于更灵活构造训练任务
2. P2P 模式下平台项目创建需要受邀方审批同意
3. 模型预测（SecureBoost）组件优化，支持分批预测

Breaking Changes 🛠

• feat/p2p by @yinrouni in #7

Other Changes

• chore: fix build and release yml by @yinrouni in #8

Full Changelog: v0.3.0b1...v0.4.0b0