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Release Notes
Last updated:2026-01-27 17:21:28
Release Notes
Last updated: 2026-01-27 17:21:28

December 2025

Update
Description
Release Date
Documentation
Explore Data AI SQL Error Correction
Data exploration now supports automatic SQL error correction, offering one-click repair recommendations to drastically improve development efficiency.
2025-12
-
Multilingual Internationalization (Japanese)
The international site console and official documentation are now available in Japanese, supporting global office needs.
2025-12
-
Time-sharing elastic configuration
The standard engine (Spark Monthly Subscription) supports setting multiple auto scaling policies by period to optimize performance during peak hours and reduce cost during off-peak hours.
2025-12
-
Machine Learning Resource Group Monitoring
Newly-added monitoring for Dedicated Resource Groups in machine learning supports real-time dashboards for core metrics like CU, making resource utilization more transparent.
2025-12
-
Spark logsubmission show
The engine log module now shows submission phase logs to help developers accurately locate job initiation issues.
2025-12
-
Native table supports Excel Import
Support direct Excel Format import to the data lake, simplifying the process of importing unstructured office data.
2025-12
-
Computational resource startup speed optimization
Underlying image upgrade optimization enhances computational resource startup speed and shortens job waiting time.
2025-12
-
Upgrade the toolchain dlcutils
Dlcutils supports built-in utility function expansion to further enhance development flexibility.
2025-12
-
Private DNS support
Added support for private DNS, optimized resource access in VPC environment.
2025-12
Dependency package management optimization
Dependency package management supports batch operations to enhance library file management efficiency.
2025-12
Spark Streaming monitoring
Add new streaming compute metrics monitoring for real-time monitoring of Spark Streaming job running status.
2025-12
-
New process center module
The process center module goes live, offering task flow orchestration and management capability.
2025-12
-

September 2025

Update
Description
Release Date
Documentation
DLC APIs integration with the Terraform platform
The DLC APIs are integrated with the Terraform platform, supporting unified management through Terraform.
2025-09
Standard engine support for GPU heterogeneous resources
The standard engine adds support for GPU heterogeneous resources (this is an allowlist feature; contact the after-sales in advance for purchase).
2025-09
Standard engine adds job resource group
The standard engine adds the job resource group, enabling fine-grained resource management.
2025-09

July 2025

Update
Description
Release Date
Documentation
SuperSQL SparkSQL engine supports data desensitization
The SuperSQL SparkSQL engine adds support for the data desensitization feature, ensuring data security and privacy.
2025-07
Standard engine resource group-level monitoring
The standard engine adds the "SQL analysis only resource group" monitoring, enabling more granular resource management and performance analysis.
2025-07
Log category separate display
For historical task instances, the logs can be categorized by the type. This supports the display of Log4j, Stdout, and Stderr logs individually, making it easy for log troubleshooting and analysis.
2025-07
Task Logs
Task resource usage condition
A task-level resource usage fluctuation chart has been added, providing an intuitive display of resource usage trends and improving task monitoring capabilities.
2025-07
External data source optimization in metadata management
External data sources in metadata management add support for configuring advanced settings, including rollback configurations, enhancing both configuration flexibility and security.
2025-07

June 2025

Update
Description
Release Date
Documentation
Scheduled scaling policy
The SuperSQL SparkSQL engine and Presto engine support scheduled scaling policies, enhancing resource scheduling flexibility.
2025-06
Standard engine enables dynamic resource allocation by default
The standard engine configurations enable dynamic resource allocation by default, allowing automatic load adjustment.
2025-06
-
TC-Iceberg optimization
TC-Iceberg supports aggregation merge functions and related performance optimization, enhancing data processing capabilities.
2025-06
-
SuperSQL Presto engine support for ANALYZE syntax
The SuperSQL Presto engine adds support for ANALYZE syntax, optimizing query performance.

2025-06
-

May 2025

Update
Description
Release Date
Documentation
Data Recycle Bin
The data recycle bin feature is added under the DataLakeCatalog. Once this feature is enabled, when Iceberg native tables in this directory are deleted, these tables in this directory will not be permanently deleted but retained in the data recycle bin. Administrators can perform permanent deletion or restoration operations on these tables, while regular users can restore tables for which they have permissions.
2025-05
Python-Created UDF
Python-created UDFs support authorization for function operation management by creators and administrators.
2025-05
Job Access Policy
Configure an access policy under the root account as a resident access policy. After configuring the access policy as a resident access policy, the user under the account will automatically run the policy when running job tasks if not specifically selected.
2025-05
-
Query Result Optimization
For search results that are NULL, use the frontend style to distinguish whether NULL means the data itself is NULL or the character contains NULL.
2025-05
-
DLC Log Shipping
Support shipping log data from CLS directly to DLC, facilitating users to further process and analyze the log data using Spark.
2025-05

March 2025

Update
Description
Release Date
Documentation
Resource Group Optimization of Standard Engine
Support entering custom parameters.
2025-03
-
Permission Management Feature Upgrade of Standard Engine
Permission control is unified and managed through the CAM platform.
2025-03
Standard Engine Supporting Startup and Stop Logs
Standard Engine supports the startup and stop log feature.
2025-03
Historical Task Instance Upgrade
Newly upgraded historical task instances provide an optimization of the user task Ops experience.
2025-03
Navigation Experience Optimization of DLC Console
Optimize console navigation categorization.
2025-03
DLC Native Tables Adding TC-Iceberg Table Format (Beta)
The TC-Iceberg batch-stream integrated table format type (beta version) is added to DLC-managed storage native tables, which supports the near-real-time construction capability of data warehouse.
2025-03
 

January 2025

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Quick configuration of resource group for the standard engine
Support users to conveniently and quickly configure the total specification of resource groups.
2025-01
Metadata API optimization
Support querying data in Cloud File Storage (CFS) storage formats.
2025-01
-
Optimization of dlcutils functions
dlcutils provides parameter management functionality.
2025-01
-
magic command %run support
Support using %run to call scripts across notebooks
2025-01
-

December 2024

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Smart Storage
Provide an overall view of the current storage situation and governance optimization. Help users diagnose storage-related risks, and then configure data optimization to resolve potential risks.
2024-12
Task insight and engine usage insight support Standard Spark Engine.
The extended feature of task insight and engine usage insight is applicable to Standard Spark Engine.
2024-12
Billing mode upgrade
The pay-as-you-go engine switches to the monthly subscription mode.
2024-12
-
UDF function optimization
Support the auto-refresh function of UDF functions.
2024-12
-

November 2024

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Support SDK lightweight writing data
Support writing data in real time via the SDK.
2024-11
-
Optimization of the method for adding users in permission management
DLC administrators can batch add users as DLC users through the DLC workbench.
2024-11
-
Data exploration
Add a new demo experience dataset for data exploration to assist customers in better pre-understanding feature usage. (Test dataset name: tpch / demo_tpch)
2024-11
-

July 2024

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Newly-added SuperSQL spark Engine 3.2 native runtime beta Version
By using the Native runtime environment provided by Tencent Cloud Meson Engine, the execution performance of SQL category applications can be accelerated through technologies such as vectorization. In some scenarios, the performance can be improved by more than 2 times compared to SuperSQL version 1.0.
2024-07-19
Support Tencent Cloud TCHouse-D federated query of DLC data
Support one-click enabling lakehouse integration functionality through the Tencent Cloud TCHouse-D console. Once enabled, Tencent Cloud TCHouse-D can directly query DLC internal managed data without the need to replicate data or build external tables.
2024-07-19

June 2024

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Newly-added insight management feature
Perform detailed insight analysis on the parallelism, scheduling situation, and tasks of the spark cluster to improve tuning efficiency.
Enhance the overall running status observability of the spark engine, and provide insight metrics such as: engine resource usage, engine execution duration, data scan size, and data shuffle size.
Add new spark task insight functionality, providing insight metrics such as: resource preemption, shuffle anomaly, insufficient disk space, slow task.
2024-06-07

May 2024

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Optimize the standard engine module (gray version)
Supports the standard Presto and Spark engine (gray version) based on Kyuubi unified gateway. Add new standard engine configurations in the feature layer. The specifications are as follows:
Monthly Subscription and pay-as-you-go standard engine supporting Presto native syntax
Monthly Subscription and pay-as-you-go standard engine supporting Spark native syntax
2024-05-08
Newly-added SuperSQL spark Engine Version 3.5
spark Job engine and SparkSQL engine in Superset support Version 3.5 (gray version)
2024-05-13
-
Support Python to register UDF
Support Python UDF registration for SuperSQL Spark 3.2 cluster
2024-05-21

April 2024

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Support insight into Iceberg native tables
Enrich Iceberg native table data governance configuration items and support visualization insight optimization results
2024-04-02

December 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Expand the scope of function support
Add new support for multiple functions
2023-12-08

November 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Upgrade data optimization feature
Added support for batch clusters to perform data governance
2023-11-29
-
Add new standard engine module (gray version)
Supports the standard Presto and Spark engine (gray version) based on kyuubi unified gateway. Add new standard engine configurations in the feature layer. The specifications are as follows:
Monthly Subscription standard engine supporting Presto native syntax
Monthly Subscription standard Spark SQL engine supporting Spark native syntax
2023-11-16
-

October 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Product Experience Optimization
Optimize the feature of returning error codes, update more error code types and operational recommendations
Optimized the workbench overview page to help new users activate product permissions better.
Data exploration: Optimize the product experience of SQL editor
Optimize the experience of permission management function: integrate the engine permission and database and table permission configuration links, and enhance the perception of the feature permission configuration link after adding members.
2023-10-17
-
Add default engine operation class permissions
Targeting the engine, permission is granted to select the default open: operation permissions of the engine.
Involve: operate, monitor, use.
2023-10-17
-

September 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Performance Optimization
Governance optimization targeting slow queries and slow APIs
2023-09-15
-
Metadata Acceleration Bucket
Metadata Acceleration Bucket Permission Supports Binding to Oceanus
2023-09-15
Data job supports packaging custom image.
When creating a job, users are allowed to package a custom image on the basis of a basic image.
2023-09-15
-

August 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Elastic resources are supported across multi-AZs by default.
Elastic resources are supported across multi-AZs by default. Resources are more stable when pulled up, with stronger disaster recovery capability.
2023-08-10
-
Default parameters of the optimization engine
Optimize parameters take effect priority. Data exploration supports using engine default parameters.
2023-08-10
Support destroying managed storage
Support users through the console to destroy managed storage on their own.
2023-08-10
Optimized Spark Job business log
Show more info in Spark Job business log
2023-08-10
-
Support TDLC Command Line Tool
Submit tasks via TCCLI. Support Spark submit.
2023-08-10

July 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Query script supports finer-grained permission control.
Support controlling the visibility of query scripts for different users.
2023-07-05
Spark job can be configured with engine dimension parameters.
Support configuring engine dimension parameters. Submitted tasks can refer to engine dimension parameters.
2023-07-05
Optimized service gateway
Improved Overall Stability
2023-07-05
-
Optimization engine elastic scaling rules
Reduce scenarios of frequent scale-in. The process of engine auto scaling will be smoother.
2023-07-05
Optimize the metadata acceleration bucket binding process
Optimize the metadata acceleration bucket binding process and reduce the threshold for use.
2023-07-05

June 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Supports viewing statistical data of SQL execution results.
Supports viewing Cache Hit effect, materialized view rewrite status, phase duration, and other data.
2023-06-20
Support result cache.
Support result cache. It has an obvious acceleration effect in the repetition of the same query scenario.
2023-06-20
Support materialized view.
Support materialized views to improve query performance.
2023-06-20
-
Presto engine supports running mode.
Presto engine supports two running modes: fast and full.
2023-06-20

May 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Enhancement of data governance capability
Comprehensively enhance the stability and capacity of small file merging and expired snapshot deletion. Optimize governance rules to support easier data governance configuration.
2023-05-16
Productize Iceberg Upsert Bloom Filter and Bucketing Best Practice
In Iceberg V2 Upsert scenarios, supports configuration of Upsert primary keys, and optimize automatically Bloom Filter and Bucketing rules.
2023-05-16
-
Optimization of the permission binding process for metadata acceleration buckets
Support the creation/destruction of engines and automatic binding/unbinding of metadata acceleration buckets.
2023-05-16
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Optimization of the permission guide for new users to get started
Provide permission checks when new users explore data, optimizing the user experience for new users.
2023-05-16
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April 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Spark Job Engine supports SQL capability optimization.
Complement the download capability and log capability of the Spark Job Engine for running SQL, enhancing the experience and stability.
2023-04-20
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Monthly Subscription of Spark Job Engine supports elastic configuration.
Monthly Subscription of Spark Job Engine supports elastic configuration to meet the diverse elastic resource needs of the business.
2023-04-20
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March 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Native table managed storage commercialization
Native table managed storage officially commercially charged. For details on specific billing modes, see Billing Overview.
2023-03-15
Supports configuring a disaster recovery cluster.
Spark, SparkSQL, and Presto clusters all support configuring a disaster recovery cluster. This configuration item is off by default. If needed, it can be manually enabled.
2023-03-15
-
Data permission optimization
Data exploration tasks support configuring exclusive or shared. Exclusive tasks are only visible to developers and administrators.
2023-03-15
-
Support row-level permissions
Support setting row-level permissions for a single table to meet the scenario demand of customers for refined data permission management. For example, users in Shanghai can only see the data of "Region = Shanghai".
2023-03-15
-
Table association optimization
Interactive data exploration supports association of libraries, tables, and column names.
2023-03-15
-
Engine capability enhancement
Iceberg version upgrade to 1.1.0
2023-03-15
-
Enhancement of monitoring and alarm capabilities
Supports viewing the usage of cluster resource pools, with data refreshing granularity accurate to the minute; supports exporting monitoring results.
2023-03-15
-
Performance Optimization
Optimization of cold startup duration for monthly subscription clusters
2023-03-15
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February 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Support running Spark SQL through Spark cluster
Explore data, you can choose a Spark cluster as a data engine to run a query job. When choosing a Spark cluster, you need to allocate execution resources for task distribution.
2023-02-24
-
Spark engine capability enhancement
Spark cluster supports dynamic resource allocation; Spark engine parameters can be configured in an open manner.
2023-02-24
-
Data engine performance optimization
Engine auto-suspend optimization; Optimization of startup duration for monthly subscription clusters
2023-02-24
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Support federated PostgreSQL.
Support registration of PostgreSQL data directory and federated query of PostgreSQL data.
2023-02-24
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Support encryption in data computing processes.
The SparkSQL engine supports configuring sse-cos and sse-kms encryption. After turning on the encryption switch, data will be encrypted when performing data analysis and writing with this engine. (Note: Encryption causes performance degradation. It is recommended to enable it in scenarios with sensitive data.)
2023-02-24
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January 2023

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Query Performance Optimization
Optimize the SQL execution link of the Presto engine, supporting synchronous query mode (advisable for scenarios with small data volume and low delay). In synchronous query mode, results are not written to COS but returned directly from the engine, reducing query time by over 50%.
2023-01-13
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User experience optimization
Data exploration supports directory tree, library, and table search.
2023-01-13
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Optimization of cluster startup time consumption
Cluster startup time optimization, average startup duration reduced by 50%
2023-01-13
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December 2022

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Native tables support asynchronous data deletion.
When deleting a native table, in addition to deleting metadata, the underlying data will also be deleted. An asynchronous data deletion mechanism is added to avoid excessive waiting time.
2022-12-30
-
Monthly Subscription Clusters support friendly restart.
Support restarting monthly subscription clusters on the data engine page. Restart will interrupt jobs running on the current engine.
2022-12-30
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Support more diverse cluster rules.
Spark engine supports cluster specification of 1:8 CU (This feature is in internal testing currently. If you want to experience it, please submit a ticket to apply).
2022-12-30
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Enhancement of Ops Capability
Spark job supports log filtering and downloading.
2022-12-30
-
Enhancement of Spark job capability
Besides Python3, Spark job also supports Python 2.7.
2022-12-30
-
Wedata connectivity experience optimization
Connect user permissions of both parties, optimize operation experience (users do not need to additionally input user key information when registering a data source in Wedata)
Wedata seamless integration with DLC data exploration capacity
2022-12-30
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November 2022

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Native tables support data governance.
After enabling the native table, you can configure data governance policies for databases and data tables. It supports four types of operations: small file merging, expired snapshot deletion, orphaned file deletion, and metadata consolidation. After completing the policy configuration, the trigger conditions can automatically conduct data governance.
2022-11-25
Preview data with the option of SparkSQL engine.
In data management, when previewing a table, you can select the SparkSQL engine in addition to the Presto engine.
2022-11-25
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SparkSQL supports customization of the maximum timeout duration.
SparkSQL can set the maximum job execution timeout with the parameter dlc.query.execution.timeout in the SQL compilation box.
2022-11-25
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Supports multi-version management of data engines.
Add multi-version management for Spark, SparkSQL, and Presto engines, support users to manually upgrade and rollback versions.
2022-11-25
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Enhanced function capability
Added support for functions such as MAP_UNION_SUM, MAP_UNION.
2022-11-25
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Optimization of COS read and write request fees
Optimize COS read/write and shard strategies to reduce the problem of excessive COS read/write requests caused by too many small files and reduce relevant fees.
2022-11-25
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October 2022

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Export Query Results Optimization
Add encoding options when exporting CSV, compatible with common software such as Excel
2022-10-26
Support Notebook
Notebook support, tool support for Zeppelin, Jupyter, etc. to directly connect to DLC
2022-10-26
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Support Hudi tables
Support Hudi table creation and querying through SparkSQL, and provide more data table format support.
2022-10-26
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Query Performance Optimization
Presto exclusive engine performance optimization, supports segment result cache, dynamic filtering, cache optimization, providing data tasks with an acceleration effect of more than 10 times.
2022-10-26
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Native tables are fully launched.
DLC native tables are fully launched, supporting storing data in DLC native tables and providing more convenient data storage services.
2022-10-26
The billing of native tables is subject to the COS service billing. Customers who were enabled through the allowlist in the past will not be charged for the time being. Subsequent commercial billing solutions will be notified through the customer base and message center notifications.
Support purchasing larger-scale clusters.
Support purchasing clusters exceeding 1024 CU, offering more engine specification options for actual production demands.
2022-10-26
To purchase large-scale clusters, to prevent insufficient resources, please contact us by submitting a ticket to reserve resources in advance.
Support PrestoUI
Supports viewing PrestoUI, analyzing cluster resource usage, as well as specific SQL task resource usage.
2022-10-26
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September 2022

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Enhancement of Monitoring and Alarm Capabilities
Integrate with Tencent Cloud Observability Platform (TCOP). Support configuring DLC data engine and data job monitoring and alerts through TCOP.
2022-09-30
Support log audit.
Docking operation with CloudAudit. Support auditing and viewing operation logs.
2022-09-30
Audit Log
Added support for data engine network configuration
Support unified management of the network VPC of data engines.
2022-09-06
SparkSQL kernel supports federated query analysis.
Support using the SparkSQL kernel engine to perform cross-origin federated query analysis.
2022-09-06
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New additions of data source support for federated query analysis
Add new data source support for PostgreSQL, SQL Server and ClickHouse in federated query analysis.
2022-09-06
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The data engine auto-suspend supports the configuration activation rule.
Support configuring minute-level suspension response rules for pay-as-you-go data engines.
2022-09-06

August 2022

Dynamic Name
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Release Time
Related Documentation
Support international site
Support international site: Eastern United States - Silicon Valley, Singapore region
2022-08-30
If you need business support for the international site, you can submit a ticket to contact us.
Support Shanghai Financial Zone
Support purchasing resources in Shanghai Financial Zone.
2022-08-30
If you need business support for the financial zone, you can submit a ticket to contact us.
Presto Query Performance Enhancement
Presto supports RaptorX precomputation, significantly accelerating analysis performance.
2022-08-30
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WeData metadata information connection
Support viewing DLC metadata information and data lineage information through WeData
2022-08-30
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Support InLong real-time import.
Support real-time import and file governance of data through InLong
2022-08-30
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July 2022

Dynamic Name
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Related Documentation
Support Lingguang BI
When using Lingguang BI, you can use DLC as a data source to perform BI analysis on query results.
2022-07-21
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New additions of data source support for federated query analysis
Add new CHDFS data source support
2022-07-21
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Data jobs support multiple task instances.
Data jobs support concurrent running of multiple task instances.
2022-07-21
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New kernel parameter configuration added for data exploration
Support session parameter configuration for SparkSQL and Presto kernels.
2022-07-13
Presto built-in function support
Supports the use of Presto built-in functions.
2022-07-13
Expand the scope of function support
Add new support for multiple functions
2022-07-13

June 2022

Dynamic Name
Dynamic Description
Release Time
Related Documentation
Data jobs support PySpark.
Data jobs support PySpark for data modeling analysis and data science applications.
2022-06-29
Presto engine upgrade
Reuse intermediate computing results during the query through RaptorX by leveraging Fragment Cache to accelerate aggregate queries and improve aggregate query performance.
Description: If you need to upgrade and use this feature, you can submit a ticket to contact us.
2022-06-29
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Spark engine upgrade
Upgrade Spark3.2
Support dynamic partition push down for Iceberg tables
Description: If you need to upgrade and use this feature, you can submit a ticket to contact us.
2022-06-29
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Iceberg feature upgrade
Iceberg tables support metadata queries such as Snapshot, History, Manifest, and Partitions.
Call syntax supports snapshot management, metadata management.
2022-06-29
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May 2022

Dynamic Name
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Release Time
Related Documentation
Federation query enhancement
Federated analysis data source support: emr-cos, emr-hdfs, chdfs; support hive2.X, hive3.X versions
2022-05-31
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Support fusion bucket acceleration
Support COS fusion bucket acceleration to improve query analysis performance
2022-05-31
Fusion WeData supports offline integration and task scheduling.
Fusion WeData realizes data integration capabilities, quickly connects and fuses various self-built data on or off the cloud, achieves offline integration of multi-source data, realizes data development and operation and maintenance in complex scenarios, and performs scheduling of complex tasks.
2022-05-23
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Data job
Support the creation of Spark job clusters. Can submit Spark jar, Spark streaming.
Support the creation of scheduling tasks for Spark jobs.
2022-05-19
Support Spark UI
2022-05-19
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Support lightweight level task scheduling.
Support creating scheduling tasks and managing scheduling plans.
2022-05-10

March 2022

Dynamic Name
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Related Documentation
Data engine supports monthly subscribed purchase.
Support purchasing a dedicated cluster by monthly subscription.
2022-03-31
Privilege Escalation
Support fine-grained permission control for data and engines under centralized management, and support view, function, engine permission management, and administrator user type.
2022-03-16
API upgrade
Support offline import and export of COS data.
2022-03-16
Experience upgrade
New usage overview and use guidance
2022-03-16
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Query Performance Upgrade
The exclusive cluster supports Presto + Alluxio adaptive, enhancing Ad-hoc query speed.
2022-03-16
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