TRAC D.A.P. 0.5.13

TRAC D.A.P. 0.5.13 adds an executor plugin for launching jobs on a remote server over SSH.

Version 0.5.13 is metadata-compatible with versions 0.5.0 through 0.5.12.

TRAC D.A.P. 0.5.12

Due to service issues with Maven Sonatype, we are releasing 0.5.12 without publishing JAR files to Maven. We will re-publish 0.5.11 including the Maven JAR files when Sonatype publishing becomes available.

Version 0.5.12 is metadata-compatible with versions 0.5.0 through 0.5.11.

TRAC D.A.P. 0.5.11

TRAC D.A.P. 0.5.11 includes a lightweight web server as part of the platform distribution. This is in line with the principle of reducing technology dependencies and is particularly intended for larger organisations where requesting a web server from IT may not be a quick or simple process.

The TRAC web server offers these capabilities:

• Serve static content (GET, HEAD)
• Use any location supported by a TRAC storage plugin as the content root (e.g. cloud storage)
• Mime type mapping for common file types (using Apache mime.types configuration)
• URL re-writing

Version 0.5.11 is metadata-compatible with versions 0.5.0 through 0.5.10.

TRAC D.A.P. 0.5.10

TRAC D.A.P. 0.5.10 is a point release with a few minor requested enchancements.

• Explicit support for not null fields in table schemas (applies to datasets as well as model inputs / outputs)
• Runtime validation of not null fields (inputs and outputs)
• Allow adding custom information into model schema files
• Make registration of runtime plugins a public API

Version 0.5.10 is metadata-compatible with versions 0.5.0 through 0.5.9.

TRAC D.A.P. 0.5.9

TRAC D.A.P. 0.5.9 is a point release with a few minor fixes and requested enchancements.

• Fix handling of content type for models loaded from PyPI
• Fix controlled path attr for models loaded from GitHub
• Increase validation of model inputs and outputs in the runtime library

Version 0.5.9 is metadata-compatible with versions 0.5.0 through 0.5.8.

TRAC D.A.P. 0.5.8

TRAC D.A.P. 0.5.8 is a point release to address two minor requested features:

• Support for loading model packages from PyPI using the simple+html protocol
• Extra validation for model import scans in the model runtime

Version 0.5.8 is metadata-compatible with versions 0.5.0 through 0.5.7.

TRAC D.A.P. 0.5.7

TRAC D.A.P. 0.5.7 is a feature release that adds support for streaming data operations in the web API. Both upload and download are supported. Since streaming upload is not (yet) supported in the grprc-web framework published by Google, this version of TRAC includes a new gRPC transport using WebSockets to support streaming operations. Client applications can enable the streaming transport by passing an option to the web API.

• Support for streaming upload and download operations in the web API
• Web sockets protocol support in the gateway, including authentication and connection management
• Intelligent management of user sessions with token auto-refresh and refresh limit
• Support for the PyPI "simple" protocol when loading model packages from PyPI
• Batching for related metadata updates (batches are atomic)
• Simplification of internal gPRC structures
• Various bug fixes and requested minor enhancements

Version 0.5.7 is metadata-compatible with versions 0.5.0 through 0.5.6.

TRAC D.A.P. 0.5.6

With version 0.5.6 we are releasing pre-packaged SQL drivers for drivers that use permissive licensing, initially PostgreSQL and Microsoft SQL Server. This is intended to simplify the deployment process for those SQL dialects. We will explore publishing drivers for more dialects in this manner, depending on the licensing constraints of each driver.

Version 0.5.6 is metadata-compatible with versions 0.5.0 through 0.5.5.

TRAC D.A.P. 0.5.5

This version is a point release to expose additional configuration options, needed to use the S3 storage protocol on private hardware.

Version 0.5.5 is metadata-compatible with versions 0.5.0 through 0.5.4.

TRAC D.A.P. 0.5.4

This release is to document TRAC's capabilities for dealing with sensitive configuration during deployment.

• Updated the documentation site to include examples using secrets and other sensitive configuration elements
• The auth-tool utility has been renamed secret-tool and includes new tasks to help managing secrets
• TRAC D.A.P. 0.5.4 supports models using Python 3.11, which is now tested in CI

Version 0.5.4 is metadata-compatible with versions 0.5.0 through 0.5.3.