Pro Edition Release Notes

📝 v1.3.0 - 2026-02-05

This release focuses on commercial edition experience innovation and platform capability completion, with major improvements to the usability and professionalism of Data Development and Job Management.
On the Data Development side, new capabilities such as task execution logs, historical execution records, and query result preview significantly shorten troubleshooting and debugging cycles. On the Job Management side, the process-based configuration experience has been optimized, detail pages and page interaction standards have been unified, and operation interruptions have been reduced.
At the same time, in response to data security and compliance requirements, Data Connection SSL security capabilities have been comprehensively enhanced, and functions have been completed for multi-source scenarios. On this basis, Data Integration cleansing rule capabilities continue to expand, and a batch of historical issues has been centrally fixed and optimized, further strengthening platform stability.

🛠 Main Updates

1️⃣ Core Capability Expansion

• Logical Model now supports DB2, OSCAR, and ClickHouse data sources.
• Data Assets and Data Quality modules now support SQL Server 2008, DB2, OSCAR, and Doris data sources.
• Data Services now supports OSCAR and DB2 data sources.
• Data Connections adds SSL security adaptation for DM, SQL Server, and MySQL databases, meeting encrypted transmission and compliance requirements.
• Data Development adds latest log query, execution record query, and query result preview features, improving development debugging and issue location efficiency.
• Data Integration task cleansing rules have been enhanced with the following five rule types:
  • Numeric null filling: fills empty numeric fields with a specified default value, such as 0, -1, or an average value.
  • String null filling: fills empty string fields with a specified string, such as "unknown" or "none".
  • Date null filling: fills empty time fields with the current system time or a default time.
  • Keyword masking: masks sensitive keywords in field values and supports custom masking characters.
  • Invalid enumeration replacement: replaces field values outside the specified value range with a default value or empty value.

2️⃣ Performance and Experience Optimization

• Optimized the creation and orchestration interaction process in Job Management, reducing frequent pop-up interruptions.
• Unified the display logic of the Job Management detail page and synchronized it with page interaction changes, improving overall continuity of use.

🐞 Fixed Issues

• Fixed inconsistent regular expression logic among monitoring, sampling, and task execution for Data Quality field character type validation.
• Fixed an issue where deleted audit objects and audit rules were still saved when editing Data Quality tasks.
• Fixed occasional errors in Data Services under MySQL database scenarios.
• Fixed inconsistency between API Management catalogs and Data Services categories.
• Fixed a type exception caused by adding standard data elements on the Standard Registration detail page.
• Fixed edit exceptions in the Logical Model module and abnormal field ordering in detail properties.
• Fixed page exceptions after opening detail pages for Audit Rules and Cleansing Rules.
• Fixed pagination or query condition failures in multiple module lists, including Data Standards, Logical Model, Data Quality, Data Development, and Job Management.
• Fixed cases where lists were not refreshed after adding or editing data on some pages.
• Fixed a page exception when marking all top-menu notification reminders as read.

📌 Version Summary

While strengthening foundational capabilities, this release focuses on improving Data Development observability, Job Management process experience, and Data Connection security. Through multi-source capability completion and numerous issue fixes, it significantly improves the implementation capability of qData Commercial Edition in complex projects and compliance scenarios.

📝 v1.2.2 - 2026-01-08

This release focuses on performance transformation and integration flexibility. The core breakthrough is a 100x increase in Doris transmission speed, thoroughly resolving large-scale data write bottlenecks. It also adds a ClickHouse data source and Java script component, greatly expanding business adaptation capabilities.
In addition, page standardization has been comprehensively promoted, interaction standards have been unified, and product operation experience has been improved.

🛠 Main Updates

1️⃣ Core Capability Expansion

• Added ClickHouse data source adaptation, officially supporting connection and read/write operations for ClickHouse databases to meet massive-data OLAP analysis needs.
• Added a Java script component for Data Integration, allowing users to write custom Java code for data cleansing and transformation, greatly improving flexibility for complex business logic such as custom encryption and complex calculations.

2️⃣ Performance Optimization

• Doris performance transformation: reconstructed the underlying write logic, increasing data transmission speed by 100x compared with the previous version and greatly shortening synchronization time for hundred-million-level data.
• Data Integration logic reconstruction: deeply optimized the underlying logic of incremental updates, resolved data consistency issues in extreme scenarios, and improved data synchronization stability.

3️⃣ User Experience Upgrade

• Page standardization transformation: unified visual and interaction standards for platform-wide lists, forms, and detail pages.
• Missing page completion: fixed missing detail pages in some modules, eliminating operation fragmentation and providing a unified, smooth operation experience.

🐞 Fixed Issues

• Fixed an issue where error logs were not output when testing Data Connections, making connection failures easier to locate.
• Fixed an issue where some Data Quality detection logs were not correctly written to database tables, ensuring archive completeness.
• Fixed an issue where SQL generated by the Data Quality repair function missed database and schema names, causing execution failure.

📌 Version Summary

This release centers on the 100x Doris performance improvement and the flexibility expansion brought by ClickHouse and Java scripts, significantly solving pain points for enterprise customers in massive data transmission and complex cleansing scenarios.

📝 v1.1.10 - 2025-10-31

This release focuses on multi-source Data Integration, MongoDB data source access, and cleansing rule system improvement, comprehensively improving qData task orchestration, data processing, and visual operation experience in heterogeneous data environments.
It also optimizes the Data Assets module, logging mechanism, and frontend interaction experience, further strengthening system stability and maintainability.

🛠 Main Updates

1️⃣ Data Integration

• Added a multi-table Join component, supporting multi-table left/inner joins, field mapping, condition configuration, and type validation to meet complex data fusion needs.
• Added MongoDB data source connection, supporting connection testing, automatic collection structure recognition, and field mapping.
• Added MongoDB input and output components, supporting collection-level data reading and writing, including insert, update, and overwrite.
• Added a Java script component, allowing flexible custom logic to be written in the Data Integration process.
• Supports multi-heterogeneous data source input and output such as MySQL, DM8, Kingbase, Doris, and MongoDB, enabling cross-source data aggregation and multi-end distribution.
• Optimized ETL component property configuration and interaction logic, improving the smoothness and stability of visual modeling.

2️⃣ Cleansing Rules

• Improved the cleansing rule system with consistent frontend and backend behavior, more intuitive configuration, and more efficient execution.
  • Field value replacement
  • Long field truncation
  • Date format unification
  • Primary key deduplication
  • Date null filling
  • Mobile phone number format unification
• Optimized the cleansing rule configuration layout and added support for example preview and parameter validation.
• Improved the readability of rule execution logs and exception prompts, making troubleshooting and maintenance easier.

3️⃣ Feature Optimization

• Optimized the Data Quality task log storage mechanism, making log structure clearer and retrieval more efficient.
• Refactored the Data Assets module code, optimizing catalog structure and dependencies while improving module extensibility and maintenance efficiency.
• Optimized data discovery and resource retrieval performance, improving response speed in large-data-volume scenarios.
• Enhanced system exception capture and error prompt mechanisms to reduce task execution risks.
• Optimized ETL page connection interaction, improving operation smoothness and accuracy in complex processes.
• Image preview now supports closing by clicking any blank area, making interaction more natural.
• Added a description field to the Job Management component for task configuration notes and later maintenance.
• Optimized frontend loading performance and page response speed for a smoother overall operation experience.

This release focuses on expanding multi-source Data Integration capabilities and improving the cleansing rule system.

📝 v1.1.8 - 2025-08-28

This version focuses on data cleansing reconstruction and asset management optimization.

🆕 New Features

• Cleansing Rule Management
  • Added rule category management, supporting multi-level categories.
  • Entered all planned rules, including code, name, description, scenario, and examples.
• Data Assets
  • Optimized the asset detail page.
  • Integrated asset lineage, allowing direct viewing of upstream and downstream data source relationships.
  • Added Quality / Cleansing tabs, supporting task creation, report display, and schedule cycle editing.
• Data Development
  • Added and optimized ETL transformation components.
  • Reconstructed transformation component interaction logic to stay consistent with quality task rule interactions.
  • Table input components now only support "assets I have applied for".
• Data Services
  • Removed table scope restrictions for API publishing and supported selecting all tables in a database.

🐛 Bug Fixes

• Log issue: solved the problem that DS and the backend had to be deployed together, and supported multi-node log merging.
• Data source management: optimized error message display when table structures cannot be pulled due to missing permissions.
• Logical Model: fixed missing prompts for materialization failure, optimized required primary-key field logic, and fixed inconsistent Kingbase field type length issues.

📝 v1.0.0 - 2025-05-26

• 🎉 Initial Pro Edition release of qData Data Platform.
• Includes core features such as System Management, Data Integration, Data Development, and Data Services.