Product updates - Shared mode (fully managed)
July 21, 2026 - Dataphin V6.2 release
Dataphin V6.2 was released on July 21, 2026. This release includes the following updates:
Adds support for the Milvus 2.6.x data source for offline integration.
Offline physical tables now support StarRocks, Doris, and SelectDB data sources.
Database SQL now supports TDSQL for MySQL, TDSQL for PostgreSQL, and ClickHouse (v20/v21 and versions prior to v23+) data sources.
Data quality rules now support run configurations, allowing you to set automatic termination on timeout and automatic retries on failure.
The metadata center now supports TDSQL for PostgreSQL and DataWorks (public cloud) as collection sources.
Introduces support for the dataset API. You can create APIs from datasets by using a visual interface to configure parameters (wizard mode) or by writing SQL statements (SQL mode). This feature natively supports vector retrieval and file download link generation, providing an out-of-the-box knowledge query service for AI agents.
Direct-connect data source APIs now support AnalyticDB for MySQL 3.0, TDSQL for MySQL, and TDSQL for PostgreSQL data sources.
For more information about feature updates, see Feature updates in 2026.
May 19, 2026 - Dataphin V6.1 release
Dataphin V6.1 was released on May 19, 2026. This release includes the following updates:
Introduces a new commercial offering for unstructured data, available in Basic Edition, Standard Edition, and Enterprise Edition. You can purchase Credit resources as needed.
Adds support for unstructured datasets. You can specify the data storage location based on the dataset type (file dataset, table dataset, or hybrid dataset).
Adds support for the workflow feature, which serves as the core engine for unstructured data processing. You can orchestrate various operators to build complete pipelines from input to output, enabling automated batch processing of unstructured data such as audio, video, images, and documents.
For more information about feature updates, see Feature updates in 2026.
March 13, 2026 - Dataphin V6.0 release
Dataphin V6.0 was released on March 13, 2026. This release includes the following updates:
Adds support for compute task tags, which can be used to filter tasks during O&M.
Data source and offline integration now support GBase 8c and Data Lake Formation (DLF).
Adds support for unstructured data collection, allowing you to centralize data from unstructured data sources like OSS, S3, and FTP into a specified location.
Data security now supports batch import and export of data classifications to improve configuration efficiency.
Data standard now lets you manually add mapping relationships between data standards and asset objects.
Direct-connect data source APIs now support DolphinDB, GBase 8c, OpenSearch, and GBase 8a data sources. Service unit APIs now support GBase 8c and GBase 8a data sources.
For more information about feature updates, see Feature updates in 2026.
January 27, 2026 - Dataphin V5.4 release
Dataphin V5.4 was released on January 27, 2026. This release includes the following updates:
Adds support for offline integration with Easysearch, PolarDB-X 2.0, Feishu Base, and Snowflake.
Database SQL now supports Trino and PolarDB-X 2.0 data sources.
Data quality now supports quality rule monitoring for GoldenDB, PolarDB, PolarDB-X 1.0, and PolarDB-X 2.0 data sources.
The metadata center introduces a sampling configuration feature to help business users better understand data patterns and assist with SQL development.
Introduces the asset tag feature to centralize the management of tags in the asset catalog, helping to optimize resource allocation.
Direct-connect data source APIs now support Create, Update, and Delete operation types.
For more information about feature updates, see Feature updates in 2026.
November 4, 2025 - Dataphin V5.3 release
Dataphin V5.3 was released on November 4, 2025. This release includes the following updates:
Adds support for the DolphinDB data source for data integration.
Database SQL now supports the OceanBase data source.
The metadata center now supports DolphinDB and openGauss as collection sources.
Adds the ability to register large model APIs. You can now monitor, analyze, and apply rate limiting to large model API calls, as well as query call logs. Data service applications are not tied to specific data service projects and can request permissions for APIs from any project.
Introduces an approval rules feature. Before an asset is listed or delisted, these rules can verify whether its attributes are complete or assess the business impact of delisting. This establishes a structured and controlled environment for asset management.
For more information about feature updates, see Feature updates in 2025.
September 18, 2025 - Dataphin V5.2 release
Dataphin V5.2 was released on September 18, 2025. This release includes the following updates:
Launches the new Super X series of intelligent applications, including X-DataEngineering, X-OpsAssistant, X-CodingAssistant, and X-Analytics. These applications provide an integrated, intelligent solution for the entire data lifecycle, covering development, governance, and operations. They significantly reduce manual effort and improve business responsiveness and data processing accuracy.
Adds support for the TDSQL for MySQL data source, which can be used for offline integration and as a source for full-database migration.
Adds support for offline scheduling templates. Compute tasks, integration tasks, logical table tasks, derived metrics, and offline dataset objects are now scheduled based on their referenced scheduling templates.
Database SQL now supports DM (Dameng) and openGauss data sources.
The metadata center now supports SelectDB, Doris, and DM (Dameng) as collection sources.
Business metrics now support generating drill-down metric relationship diagrams by configuring logical expressions based on related business metrics.
Data service adds gateway timeout configuration to monitor API call duration and now supports Amazon Redshift and Databricks data sources. It also supports enabling row-level security, which automatically inherits table-level row-level security policies, and supports two authentication modes: Application Proxy and Personal Account.
For more information about feature updates, see Feature updates in 2025.
June 24, 2025 - Dataphin V5.1 release
Dataphin V5.1 was released on June 24, 2025. This release includes the following updates:
Database SQL now supports Microsoft SQL Server and Hologres data sources.
Asset governance has been upgraded. Data standard now supports defining standards by importing from tables, allowing you to create code tables from source tables in compute engines or collected data source tables for which you have SELECT permissions. Data quality now supports configuring monitoring rules for data source tables that are not directly connected to the Dataphin application cluster (requires registering a scheduling cluster and enabling metadata collection). The data profiling feature is now available for some data source tables.
Adds support for managing the listing of business metrics.
Adds support for Amazon Redshift and Amazon RDS for PostgreSQL, MySQL, SQL Server, Oracle, and DB2 data sources. These can be used for offline integration, metadata collection, creation of quality rules for global tables and monitoring rules for data sources, and API development (data service is not yet supported for Redshift and DB2 data sources).
Creating APIs in asynchronous mode for direct-connect data sources now supports the MaxCompute data source.
For more information about feature updates, see Feature updates in 2025.
April 15, 2025 - Dataphin V5.0 release
Dataphin V5.0 was released on April 15, 2025. This release includes the following updates:
Authorized sub-accounts can now activate, upgrade, and renew Dataphin instances.
Directory management introduces the Intelligent Generation (Public Preview) feature. This feature uses a large model to intelligently generate attribute information for tables or metrics. It is free during the public preview and will become a paid feature when it is officially released.
Adds the AI assistant feature, which uses a large model to intelligently answer your questions.
Adds support for Data Service OpenAPI.
Adds support for offline integration with TDengine and Databricks data sources.
Backfill tasks are optimized to support custom business dates, allowing you to backfill data for a specific day.
The Asset Governance feature is improved. The data lineage display in asset details is more comprehensive and now includes field-level lineage for integration tasks. Data Standard now lets you choose whether to add the built-in compliance monitoring configuration for system properties. Data Security now supports the manual addition or batch import of discovery results for data source tables. For deactivated data classifications, you can now choose to keep or delete the generated discovery results.
Metadata collection sources now support ClickHouse, Greenplum, and OceanBase data sources, as well as Quick BI dashboards.
Adds support for managing the listing of Quick BI dashboards.
Direct-connect data source APIs now support the GaussDB (DWS) data source.
For more information about feature updates, see Feature updates in 2025.
February 11, 2025 - Dataphin V4.5 release
Dataphin V4.5 was released on February 11, 2025. This release includes the following updates:
The asset operation module now supports managing the listing of API assets (requires the data service feature to be enabled).
Database SQL now supports three new data sources: AnalyticDB for MySQL 2.0, AnalyticDB for MySQL 3.0, and GaussDB (DWS).
The conditional scheduling feature is enhanced. You can now control how instances are scheduled for different dates and time periods by using the run date and run time. You can also preview scheduling plans by run date.
Asset operation has been upgraded. You can now manage the listing of API assets. In asset details, you can view lineage, quality summaries, and metadata change history for table and metric assets. New auto-listing rules are available for assets that are not yet listed. You can also batch import and export asset topic directory configurations and information for table and metric assets.
The Label Factory has been optimized. Offline tags now include compute tags. The offline label service now supports exporting behavioral preference labels and their associated code tables. The offline label and group service now supports batch exporting selected label values or code descriptions.
For more information about feature updates, see Feature updates in 2025.
December 3, 2024 - Dataphin V4.4 release
Dataphin V4.4 was released on December 3, 2024. This release includes the following updates:
Introduces a system announcement feature, allowing you to publish system notifications with text or images.
Offline integration tasks now include a performance diagnostics feature. You can analyze read/write durations, time-consuming operations, and memory garbage collection (GC) times to troubleshoot slow integration tasks. This update also adds a run record list to manage the run records of all offline integration tasks in the current project.
Database SQL now supports three new data sources: PostgreSQL, StarRocks, and ClickHouse.
Data standard introduces a standard template library. The system provides built-in common code tables based on national standards, including currency codes, administrative division codes of the People's Republic of China, and gender codes.
Metadata collection now supports three big data storage data sources: StarRocks, Hive (with MySQL metadatabase), and Hologres.
Asset operation has been upgraded. You can now add usage instructions and custom attributes. Auto-listing rules now provide execution details to help troubleshoot asset change records. You can also define custom metrics when listing table assets.
Data service now lets you view API call logs, configure the storage location for detailed call logs and call statistics, and download OpenAPI YAML files from API documentation.
For more information about feature updates, see Feature updates in 2024.
October 9, 2024 - Dataphin V4.3 release
Dataphin V4.3 was released on October 9, 2024. This release includes the following updates:
The Elasticsearch data source now supports HTTPS connections and self-signed certificates.
Python 3.11 is now available as a built-in Python version.
When deleting a project, the system now displays a list of objects within the project, helping you quickly identify what is blocking the deletion.
The PolarDB-X input component now supports QuerySQL mode, and the PostgreSQL output component supports one-click table creation.
Offline full-database migration: Tasks now support custom prefixes and suffixes for task names. You can also create and move tasks within the system-generated directory.
Offline compute task attribute configuration has been optimized. Non-SQL tasks now have runtime resource configuration, allowing you to allocate the required CPU and memory. You can set the priority for new tasks, and a default priority can be configured globally. You can also configure whether to hide the MaxCompute logview URL for SQL tasks that reference global variables for account credentials.
The asset list experience has been optimized. Data table, metric, and field lists can now be viewed from a project perspective. The lineage graph can be configured to show only direct lineage.
Data Quality now supports exporting custom SQL rules.
Data security adds a built-in template library, including classification and grading templates for the energy and power, Internet of Vehicles (IoV), and intelligent connected vehicle industries.
Metadata collection now supports four new data sources: AnalyticDB for MySQL, PolarDB-X, IBM DB2, and SAP HANA.
Asset operation has been upgraded. It now supports managing the listing of metric assets. You can configure auto-listing rules to automatically complete asset information or perform listing operations. You can also view asset change history, including attribute and status changes, for traceability.
Data service now supports SelectDB as a data source (direct-connect mode only). APIs now support SQL injection detection.
Deprecation Notice: The Dataphin Data Source feature in data service is deprecated. You can continue to use existing Dataphin data sources, but you cannot create new ones.
For more information about feature updates, see Feature updates in 2024.
August 27, 2024 - Dataphin V4.2.4 release
Dataphin V4.2.4 was released on August 27, 2024. This release includes the following updates:
Introduces new commercial editions: Personal Edition, and an Agile R&D Edition with a Database compute engine type to meet diverse business needs.
In development platform settings, you can now set the default scheduling time for periodic tasks to a fixed time or a random time within an interval. Using a random time helps distribute server load and improve stability.
Data quality now supports exporting the issue list to an Excel file for business users to compile and analyze.
For more information about feature updates, see Feature updates in 2024.
July 25, 2024 - Dataphin V4.2 release
Dataphin V4.2 was released on July 25, 2024. This release includes the following updates:
Menu changes: The Assets module is split into Governance and Assets. The Governance module includes: Asset List (formerly Asset Catalog), Data Standard, Data Quality, Data Security, Resource Governance, and Metadata Center. The Assets module includes: Asset Panorama, Asset Catalog (new feature), Standard List, and Directory Management (formerly Asset Topic Management).
Introduces the metadata center module, which includes features for managing collection tasks and instances, managing business systems, and viewing the metadata inventory. It supports extracting, processing, and centrally storing and managing metadata from various business systems to support data governance and enhance data organization, retrieval, and analysis.
The asset list now provides a unified view of Dataphin assets and business system table assets collected from data sources.
Asset topics have been upgraded to asset topic directories. You can now set up multiple topics, each with a multi-level directory structure. Assets can be manually listed in different asset directories, where you can configure display names and view permissions to improve data discovery, reduce data comprehension costs, and support asset operations.
For more information about feature updates, see Feature updates in 2024.
June 13, 2024 - Dataphin V4.1 release
Dataphin V4.1 was released on June 13, 2024. This release includes the following updates:
Global visual optimization: We have updated the UI theme from a traditional dark style to a bright, light one. The lighter color scheme helps reduce visual fatigue and guides user attention to the main content, improving work efficiency.
Code search has been optimized to support cross-project searches for related tasks and allows secondary filtering of search results.
Offline integration has been optimized:
Input and output components for relational databases now support configuring the batch size for reads.
The DM output component now supports one-click generation of a target table, including its name, field types, and precision.
The filter component now supports the NOT LIKE operator.
Offline full-database migration table selection has been optimized. You can now enter table names in batches for exact matching and automatic selection, or use fuzzy matching to display relevant results for batch selection.
The scheduled run time for backfill tasks now supports selecting the end of the month. You can configure the retention period for instances and run logs, and choose whether to periodically clean up backfill workflows and manually created instances.
The data standard feature has been upgraded:
Standard templates now support configuring code generation rules. Standard codes generated from these templates are more standardized, reducing manual configuration and management costs.
Adds a standard change subscription feature. You can receive change notifications via internal messages and email, and also batch subscribe to change notifications from the data standard list.
For more information about feature updates, see Feature updates in 2024.
May 16, 2024 - Dataphin V4.0 release
Dataphin V4.0 was released on May 16, 2024. This release includes the following updates:
Supports purchasing additional tags. Different Label Factory editions support purchasing different numbers of tags. The Trial edition includes 10 tags by default and does not support add-ons. The Basic edition includes 50 tags by default and does not support add-ons. The Standard and Advanced editions include 300 tags by default and support purchasing an additional 500, 700, 1000, or 1500 tags.
Introduces custom resource groups. You can now manage scheduling resources in groups to achieve resource isolation and assign custom resource groups to tasks.
The offline integration FTP input/output, Elasticsearch input, and MongoDB input components have been optimized. You can now favorite frequently used components.
Logical tables now support custom naming conventions.
Introduces a global role management feature. You can create custom global roles to control user access to specific feature modules, functions within a module, and view/manage permissions. You can also enable or disable built-in system global roles.
Introduces the image repository feature, allowing you to install Python modules online from a Python image repository.
Adds the SelectDB data source, which can be used for offline integration.
Introduces intelligent recommendation of mapping relationships based on recognition features. The data standard and data security modules share this recognition capability, allowing you to associate recognition features with data standards.
Introduces a custom quality rule attribute feature. When creating a quality rule, you can fill in corresponding business attributes based on attribute definitions to enrich the rule information.
The governance workbench is upgraded to support manually entering quality issues. These issues are included in the issue management for tagged objects. This system notifies the person in charge to make prompt corrections, improving asset availability and health.
For more information about feature updates, see Feature updates in 2024.
April 16, 2024 - Dataphin V3.14 release
Dataphin V3.14 was released on April 16, 2024. This release includes the following updates:
Introduces global management for third-party Python packages. Install a package once and reference it multiple times to improve Python task development efficiency.
Adds support for page watermark settings. You can customize the watermark content and style, including font size, bolding, rotation angle, font color, and spacing.
Real-time tasks now support referencing global variables to avoid using plaintext passwords in DDL statements.
The O&M Center now allows you to operate on cross-project nodes in the DAG for which you have permission, without switching projects. Real-time O&M now includes a Completed run status.
Data standard introduces a code table directory for classifying and managing code tables. It also supports batch import and export of code tables and roots. The approval configuration for standard sets has been upgraded to support enabling standard decommissioning approval, and you can configure whether to merge batch operations into a single approval task.
Data Security now automatically inherits upstream data classifications based on data lineage. This feature works with the default desensitization policy to ensure that desensitization algorithms process the inherited data, which improves data security. The management of identification results is also improved. The system now automatically provides recommendations based on identification records when you modify data classifications.
Adds cross-tenant release for code table directories, public calendars, offline code templates, and offline physical table objects.
For more information about feature updates, see Feature updates in 2024.
February 27, 2024 - Dataphin V3.13 release
Dataphin V3.13 was released on February 27, 2024. This release includes the following updates:
Introduces an exclusive edit lock feature. This prevents other users from taking over the lock during the lock period, ensuring content security.
Adds support for Amazon S3 and TDengine data sources. The MySQL data source adds an RDS MySQL version that uses the MySQL 8.0 driver, supports OpenSSL 3.0, and is compatible with MySQL 5.6 and 5.7.
Introduces the cross-node parameter feature. Python, SQL, and Shell compute tasks can now assign values to one or more variables and pass these parameters and their values directly to the immediate downstream nodes that depend on the task.
Data quality introduces a knowledge base feature. You can record configuration issues and solutions, providing context on related quality problems and policy documents. The knowledge base can also be associated with quality rules and governance processes.
APIs created from a direct data source connection now support TDengine data sources and complex custom SQL. APIs created from service units can return up to 10,000 entries, regardless of the data source type. Advanced SQL mode lets you dynamically specify the fields returned by an SQL query by passing a parameter. The parameter name must start with
var_cols. The publishing process for API changes is optimized and has fewer editing restrictions.The analysis platform introduces a manual table feature. You can now edit your My manual table data online in a spreadsheet-like interface and choose whether to persist changes in the compute engine. It also supports sharing analyses with others for flexible collaboration.
For more information about feature updates, see Feature updates in 2024.
November 21, 2023 - Dataphin V3.12 release
Dataphin V3.12 was released on November 21, 2023. This release includes the following updates:
The public calendar now includes financial calendar templates, such as 4-5-5, 5-4-4, 4-5-4, and 4*13 patterns. You can also customize the start day of the week and the fiscal base day.
A new real-time task migration tool is available to support the one-click migration of real-time tasks from the Flink VVP platform to Dataphin.
Supports alert configuration for scheduled tasks that do not complete on an hourly or minute-based cycle.
Added the data profiling feature (requires the Quality module), which supports automatic and manual profiling tasks for physical tables, physical views, and logical tables.
Data standard is refactored into standard sets and standard templates. Standard sets define management properties (like view permissions and approval templates), while standard templates define content specifications (attribute definitions). This simplifies the operational workflow.
The security scan now supports tables where the partition field is not ds or that do not have partitions. It now uses a full table scan + LIMIT rows approach.
Data service introduces composite APIs. You can now create new APIs by orchestrating existing published APIs, which helps avoid redundant development and reduces management costs.
For more information about feature updates, see Feature updates in 2023.
August 8, 2023 - Dataphin V3.11 release
Dataphin V3.11 was released on August 8, 2023. This release includes the following updates:
Introduces the Label Factory module, which includes features for offline labels, offline views, behavioral relationships, a label marketplace, an offline label service, and application management. This platform allows enterprises to produce, apply, and manage first-party labels, enabling developers, business users, and managers to build valuable and governable core label assets that are easy to develop and use.
Introduces the analysis platform module, a fast and convenient data platform designed for individual users. This version supports Notebook tasks, allowing you to create rich media content that combines SQL code and Markdown text in a notebook format.
The asset catalog adds a Topic Square for asset classification and management. The asset list is upgraded to optimize search and access paths.
The asset governance feature has been comprehensively upgraded:
In-development governance has been optimized. When creating a logical table, you can now set asset governance attributes for fields, such as matching roots, associating data standards, quickly creating quality monitoring rules (is null, is unique), and specifying data security classifications. You can also set similar asset governance attributes for fields when creating offline physical tables.
The data standard module adds a batch export feature. It also supports batch importing mapped relationships from Excel, viewing import records, configuring quality monitoring for data standards, and setting up global standard application assessment tasks.
Asset quality now supports viewing quality rules, validation records, the governance workbench, and rectification processes from global, project, and personal perspectives to improve governance efficiency.
Asset security now supports an industry-level, multi-level data classification system, allowing you to build a hierarchical data classification structure by topic. Built-in security industry templates are provided for out-of-the-box use. Table owners can now modify the classification and grading of the tables they are responsible for, improving security operations efficiency.
The notification center adds a notification settings feature. You can configure delivery channels for messages, such as approval task initiations or approval actions, to notify relevant personnel. Email and DingTalk group message notifications have been added.
For more information about feature updates, see Feature updates in 2023.
June 20, 2023 - Dataphin V3.10 release
Dataphin V3.10 was released on June 20, 2023. This release includes the following updates:
Adds data download settings to better control the scope of data downloads and enhance data security. You can add watermarks to downloaded data and set the file format. Adds a data permission approval policy feature, allowing you to set approval policies based on project, business segment, environment, table type, data security level, and permission type.
Monitoring and alerts now support automatically configuring alerts for objects at the project and data table levels, reducing the cost of batch configuration. You can configure project-level alerts by task type and scheduling type. Table-level monitoring alerts can also be configured for entire logical tables.
Data standard now includes system attributes such as data grading, data classification, value range, and uniqueness. These attributes have built-in quality monitoring configurations. By referencing these system attributes, you can quickly configure quality monitoring templates when creating data standards, reducing configuration costs and improving accuracy.
The new governance workbench for asset quality provides a complete quality improvement workflow, from configuring quality rules and discovering quality issues to resolving them.
For more information about feature updates, see Feature updates in 2023.
April 25, 2023 - Dataphin V3.9 release
Dataphin V3.9 was released on April 25, 2023. This release includes the following updates:
Adds support for the Hologres compute engine.
Adds support for OpenGauss, SAP Table, StarRocks, Hudi, Doris, and Greenplum data sources.
Asset quality adds a quality rule template for checking the consistency of statistical values between two fields across different sources for cross-data-source comparison. The validity/field format check rule template now supports the LIKE expression. Scheduled jobs can now reference a public calendar for conditional triggering. You can now batch configure quality rules.
Data standard and asset quality are now interconnected. Data standards can be referenced by asset quality to quickly create quality monitoring rules. Asset security has built-in common recognition rules for ID cards, addresses, and phone numbers. A default desensitization policy feature has been added.
For more information about feature updates, see Feature updates in 2023.
January 18, 2023 - Dataphin V3.7 release
Dataphin V3.7 was released on January 18, 2023. This release includes the following updates:
Adds a feature to view run records for development environment tasks, optimizes the logical table creation experience, and supports automatic dependency parsing for integration tasks to improve the overall efficiency of the data development process.
Added support for more domestic software, including the GBase 8a, TiDB, KingBase, and GoldenDB data sources, and the QiAnXin Browser.
The data standard experience has been optimized, now supporting approval templates and public attribute configurations, and adding standard adherence details. Security recognition rules have been upgraded, allowing you to view task execution details and recognition results for a more complete asset governance workflow.
For more information about feature updates, see Feature updates in 2023.
November 3, 2022 - Dataphin V3.6 release
Dataphin V3.6 was released on November 3, 2022. This release includes the following updates:
Adds the intelligent O&M module, which includes scheduling throttling and baseline O&M.
The new permission audit module allows you to audit your own permissions.
Added a global quality module, and real-time quality now supports Apache HBase.
Enhanced features, including data warehouse planning, data integration, conceptual modeling, O&M Center, data standards, asset security, data quality, services, and security.
For more information about feature updates, see Feature updates in 2022.
July 19, 2022 - Dataphin V3.3 release
Dataphin V3.3 was released on July 19, 2022. This release includes the following updates:
Adds Basic R&D Edition and Agile R&D Edition to the commercial offerings.
Comprehensively optimized and upgraded modules such as data modeling, data refinery, asset, and service.
For more information about feature updates, see Feature updates in 2022.