v0.3.4

Highlights

• Improved tabular data loading In Aim UI — searching for runs that have many metrics is much faster!
• Bug fix: metrics that have NaN values could not be loaded in Aim UI
• Renamed "Log Iteration" to "Logging Iteration" in Aim UI

What's Changed

• Automatically announce latest release on our website by @jgiannuzzi in #422
• Add dynamic id to website announcement bar by @jgiannuzzi in #423
• Improve tabular data loading In Aim UI by @jgiannuzzi in #424
• Bump github.com/aws/aws-sdk-go-v2/config from 1.18.40 to 1.18.44 by @dependabot in #429
• Bump github.com/hashicorp/golang-lru/v2 from 2.0.6 to 2.0.7 by @dependabot in #410
• Bump github.com/spf13/viper from 1.16.0 to 1.17.0 by @dependabot in #426
• Bump github.com/aws/aws-sdk-go-v2/service/s3 from 1.38.5 to 1.40.1 by @dependabot in #427
• Rename "Log Iteration" to "Logging Iteration" in Aim UI by @suprjinx in #440
• Fix NaN json serialization in Aim GetRunMetrics by @jgiannuzzi in #439

Full Changelog: v0.3.3...v0.3.4

v0.3.3

Highlights

• Bug fix: add support for negative numbers in Aim query syntax
• Bug fix: resolve issue with searching for metric names via regex

What's Changed

• Announce version 0.3.2 on website by @jgiannuzzi in #408
• Add support for negative numbers in Aim query syntax by @jgiannuzzi in #417
• Fix issue with searching for metric names via regex by @jgiannuzzi in #418

Full Changelog: v0.3.2...v0.3.3

v0.3.2

Highlights

• A step in MLFlow logging is now shown as a Step in the Aim UI, and what used to be called a Step is now called a Log iteration
• Much improved support for artifacts
• Stability improvements with PostgreSQL backend

What's Changed

• Announce version 0.3.1 on website by @jgiannuzzi in #351
• Update Pipfile by @jgiannuzzi in #350
• Add VS Code debug binary and Go workspace files to .gitignore by @jgiannuzzi in #365
• Fix broken link to quickstart guide in README by @jgiannuzzi in #366
• Change UI static files serving to be under /static/<ui>/ by @jgiannuzzi in #364
• Rename Step and Epoch labels in Aim UI by @dependabot in #369
• Change get-artifact endpoint to ajax-api/2.0/mlflow/artifacts/get in MLFlow UI by @dependabot in #370
• Support multiple artifact storage backends by @dsuhinin in #378
• Fix website config linting issue by @jgiannuzzi in #379
• Fix typo in const used for GetRun in MLFlow API by @jgiannuzzi in #380
• Improve setup for integration tests by @jgiannuzzi in #381
• Make sure the results of integration tests are never cached by @jgiannuzzi in #382
• Fix ListArtifacts to return correct paths by @jgiannuzzi in #367
• Aim integration tests project by @suprjinx in #280
• Fix Postgres connection pool regression by @jgiannuzzi in #387
• Improve our mock setup by @jgiannuzzi in #389
• Get artifacts from local or s3 storage by @suprjinx in #368
• Fix bug preventing getting/listing artifacts with space in the name by @jgiannuzzi in #405

Full Changelog: v0.3.1...v0.3.2

v0.3.1

Highlights

• Stability improvements with SQLite backend
• Improved logging of SQL queries/warnings/errors

What's Changed

• Bump github.com/google/uuid from 1.3.0 to 1.3.1 by @dependabot in #285
• Bump gorm.io/gorm from 1.25.3 to 1.25.4 by @dependabot in #286
• Bump github.com/gofiber/fiber/v2 from 2.48.0 to 2.49.2 by @dependabot in #314
• Bump github.com/aws/aws-sdk-go-v2/config from 1.18.37 to 1.18.39 by @dependabot in #290
• Bump actions/checkout from 3 to 4 by @dependabot in #292
• Fix install scripts by @jgiannuzzi in #313
• Bump docker/setup-buildx-action from 2 to 3 by @dependabot in #320
• Bump docker/setup-qemu-action from 2 to 3 by @dependabot in #321
• Bump docker/login-action from 2 to 3 by @dependabot in #322
• Bump docker/build-push-action from 4 to 5 by @dependabot in #323
• Bump docker/metadata-action from 4 to 5 by @dependabot in #324
• Fix (again) "database is locked" issue by @jgiannuzzi in #326
• Bump github.com/aws/aws-sdk-go-v2/config from 1.18.39 to 1.18.40 by @dependabot in #339
• Improve logging of SQL queries/warnings/errors by @jgiannuzzi in #337
• Add integration tests for Aim API SearchRuns endpoint by @fabiovincenzi in #317
• Fix dev container and improve UI development guide by @jgiannuzzi in #341
• Improve help and version outputs by @jgiannuzzi in #342
• Fix typo in query parsing error by @jgiannuzzi in #343
• Improve README by @jgiannuzzi in #345
• Update website by @jgiannuzzi in #349

Full Changelog: v0.3.0...v0.3.1

v0.3.0

Highlights

• New logo
• Native binaries available for macOS, Linux, and Windows
• Installable via pip on macOS, Linux, and Windows
• Improved search query syntax in modern UI: string comparison and regex support
• Ability to delete runs and experiments in modern UI
• Increase amount of metrics that can be logged in batch
• Improved compatiblity with existing MLFlow databases
• Support for logging artifacts: local filesystem and S3-compatible storage
• Quick start examples in modern UI
• New import command to import the contents of a database into another

What's Changed

• Add stricter formatters by @jgiannuzzi in #155
• Stricter handling of tag name in release workflow by @jgiannuzzi in #157
• Various tooling improvements by @jgiannuzzi in #160
• Add basic CORS support via --dev-mode hidden option by @jgiannuzzi in #159
• Ability to delete experiments in Aim UI by @fabiovincenzi in #134
• Add banner to README.md by @naskio in #173
• Bump actions/upload-pages-artifact from 1 to 2 by @dependabot in #174
• Bump github.com/gofiber/fiber/v2 from 2.47.0 to 2.48.0 by @dependabot in #175
• Do not display metric/param names that only belong to archived runs by @dsuhinin in #172
• Aim integration tests app by @suprjinx in #153
• Fix integration tests with SQLite backend by @dsuhinin in #177
• ci: build Go binaries and upload them to a release by @jgiannuzzi in #179
• Bump github.com/apache/arrow from v11.0.0 to v12.0.1 by @jgiannuzzi in #176
• Fix "database is locked" issue with SQLite by @jgiannuzzi in #189
• Aim UI: change Quickstart to use FastTrackML server + fix code block copy by @dependabot in #193
• Bump gorm.io/plugin/dbresolver from 1.4.1 to 1.4.2 by @dependabot in #192
• Fix issue with logging batch metrics by @jgiannuzzi in #188
• Integration tests for Aim experiments API by @fabiovincenzi in #185
• Add ability to use regular expressions in Aim search queries by @dsuhinin in #171
• More integration tests for mlflow api. by @dsuhinin in #212
• Increase integration tests coverage for MLFlow by @dsuhinin in #190
• Fix database migrations that recreate table twice and delete run data on SQLite by @jgiannuzzi in #211
• Implement IN and NOT IN string comparison function in Aim query by @dsuhinin in #215
• Improve linter configuration by @jgiannuzzi in #218
• Add basic artifact support - S3 backend by @dsuhinin in #150
• Bump github.com/hashicorp/golang-lru/v2 from 2.0.4 to 2.0.5 by @dependabot in #221
• Aim integration tests dashboard by @galadd in #184
• Bump github.com/aws/aws-sdk-go-v2 from 1.18.1 to 1.20.1 by @dependabot in #229
• Bump github.com/aws/aws-sdk-go-v2/config from 1.18.27 to 1.18.33 by @dependabot in #230
• Bump github.com/aws/aws-sdk-go-v2/service/s3 from 1.36.0 to 1.38.2 by @dependabot in #231
• Fix "All required checks done" CI job to never be skipped by @jgiannuzzi in #237
• Add support for basic artifact logging - local storage by @dsuhinin in #232
• Create "All required checks succeeded" check run when "All required checks done" CI job is actually successful by @jgiannuzzi in #241
• Bump gorm.io/plugin/dbresolver from 1.4.2 to 1.4.5 by @dependabot in #242
• Bump gorm.io/gorm from 1.25.2 to 1.25.3 by @dependabot in #234
• Change pagination logic for /artifacts/list endpoint by @dsuhinin in #243
• Aim integration tests for runs endpoints by @suprjinx in #187
• Python wheels by @fabiovincenzi in #214
• Upgrade Go from 1.20 to 1.21 by @jgiannuzzi in #248
• Python formatting and linting by @jgiannuzzi in #249
• Python wheels fixes by @jgiannuzzi in #251
• Bump github.com/G-Research/fasttrackml-ui-mlflow from 0.20301.1 to 0.20301.4 by @dependabot in #253
• Test both dbs in the integration-tests container by @suprjinx in #254
• Copy the contents of one db instance to another by @suprjinx in #200
• Delete first run in AimUI by @galadd in #195
• Db conn refactor by @suprjinx in #250
• Update website title by @naskio in #261
• Add new logo and favicon to the chooser UI by @jgiannuzzi in #276
• Update go.mod to allow Dependabot to parse our Go dependencies by @jgiannuzzi in #277
• Bump github.com/G-Research/fasttrackml-ui-aim from 0.31602.7 to 0.31602.10 by @dependabot in #278
• developer.md and compose file changes for doing UI work by @suprjinx in #271
• Bump github.com/hashicorp/golang-lru/v2 from 2.0.5 to 2.0.6 by @dependabot in #281
• Installation script by @fabiovincenzi in #258
• Bump gorm.io/plugin/dbresolver from 1.4.5 to 1.4.7 by @dependabot in #264
• Bump github.com/aws/aws-sdk-go-v2 from 1.20.1 to 1.21.0 by @dependabot in #269
• Bump github.com/aws/aws-sdk-go-v2/config from 1.18.33 to 1.18.37 by @dependabot in #279
• Bump github.com/aws/aws-sdk-go-v2/service/s3 from 1.38.2 to 1.38.5 by @dependabot in #268
• Fix quickstart guide by @jgiannuzzi in #298
• Customize quickstart panel in Aim UI by @dependabot in #300
• Add database migrations support for MLFlow 2.3.0 to 2.6.0 by @jgiannuzzi in #303
• Fix database migrations to be fully compatible with MLFlow on Postgres by @jgiannuzzi in #308
• Improve logic for validating whether metrics are selected in the metrics explorer by @jgiannuzzi in #309
• Improve Python wheel metadata by @jgiannuzzi in #311

New Contributors

• @galadd made their first contribution in #184

Full Changelog: v0.2.0...v0.3.0

v0.2.0

What's Changed

• Refactor MLFlow API implementation by @dsuhinin in #17
• MLFlow API implementation refactor continued by @dsuhinin in #19
• Upgrade MLFlow UI to 2.3.1 by @jgiannuzzi in #20
• Rename to FastTrackML by @jgiannuzzi in #21
• improvements and code refactoring. by @dsuhinin in #23
• integrate integration tests into build pipeline. by @dsuhinin in #40
• Add some developer conveniences and doc by @suprjinx in #22
• Aim integration tests by @fabiovincenzi in #39
• Move runs to deleted stage when containing experiment is deleted by @suprjinx in #28
• Improve params/metrics listing in Aim UI by @jgiannuzzi in #65
• Expose MLFlow tags in Aim UI by @jgiannuzzi in #66
• Delete run functionality in aim ui by @suprjinx in #35
• [FML-35] - partially finish implementation. by @dsuhinin in #63
• MLFlow behaviour during metric logging by @fabiovincenzi in #69
• Applying fixes from other branch here as patch by @suprjinx in #89
• Integration tests for MLFlow experiments API by @fabiovincenzi in #73
• Fix run creation by properly implementing the Gorm interfaces again by @jgiannuzzi in #91
• Increase unit tests coverage. Refactoring. by @dsuhinin in #82
• Enable dependabot by @jgiannuzzi in #90
• Integrate GolangCI linter. by @dsuhinin in #88
• Bump alpine from 3.17 to 3.18 by @dependabot in #99
• Adding documentation website by @naskio in #24
• Copying run params in Aim UI in pretty-formatted JSON by @fabiovincenzi in #93
• Bump github.com/sirupsen/logrus from 1.9.0 to 1.9.3 by @dependabot in #94
• *hotfix for incorrect calculating of Iter and LastIter values. by @dsuhinin in #109
• Bump gorm.io/gorm from 1.24.2 to 1.25.1 by @dependabot in #95
• Bump gorm.io/plugin/dbresolver from 1.4.0 to 1.4.1 by @dependabot in #98
• Bump gorm.io/driver/postgres from 1.4.5 to 1.5.2 by @dependabot in #97
• Bump github.com/stretchr/testify from 1.8.2 to 1.8.4 by @dependabot in #96
• Bump github.com/gofiber/fiber/v2 from 2.42.0 to 2.43.0 by @dependabot in #111
• Fix run deletion by @suprjinx in #72
• Add integration tests for batch logging by @dsuhinin in #110
• Add integration tests for run deletion by @suprjinx in #106
• Revert gorm annotation for run model by @suprjinx in #113
• Bump github.com/spf13/cobra from 1.6.1 to 1.7.0 by @dependabot in #119
• Bump github.com/spf13/viper from 1.14.0 to 1.16.0 by @dependabot in #120
• Bump github.com/gofiber/fiber/v2 from 2.43.0 to 2.47.0 by @dependabot in #118
• Updating website workflow by @naskio in #115
• Don't display an error when server shuts down properly by @jgiannuzzi in #121
• Ensure database is properly closed when shutting down the server by @jgiannuzzi in #114
• Keep only security updates for website dependencies by @naskio in #124
• Bump react-hook-form from 7.43.9 to 7.45.0 in /website by @dependabot in #123
• Fix artifacts list by @jgiannuzzi in #126
• Redact sensitive values in DSN by @jgiannuzzi in #117
• Fix offset issue in Aim API GetExperimentRuns by @jgiannuzzi in #128
• Support SQLite DB reset by @jgiannuzzi in #129
• Add hidden 'decode' command by @jgiannuzzi in #130
• skip some steps when Pages is disabled by @naskio in #131
• Require metric name in SearchMetrics by @suprjinx in #116
• fix website CI by @naskio in #136
• Fix broken GetMetricsHistories endpoint by @jgiannuzzi in #141
• Bump gorm.io/gorm from 1.25.1 to 1.25.2 by @dependabot in #145
• Support for string functions in Aim query parser by @dsuhinin in #122
• Bump github.com/go-python/gpython from 0.1.0 to 0.2.0 by @dependabot in #144
• Change 'FTML' to 'FastTrackML' in svg's by @stackedsax in #146
• Split UIs into different repos by @jgiannuzzi in #151
• Various tooling improvements by @jgiannuzzi in #152

New Contributors

• @dsuhinin made their first contribution in #17
• @suprjinx made their first contribution in #22
• @fabiovincenzi made their first contribution in #39
• @dependabot made their first contribution in #99
• @naskio made their first contribution in #24
• @stackedsax made their first contribution in #146

Full Changelog: v0.1.3...v0.2.0

v0.1.3

What's Changed

• Fix server timeouts, allowing streaming of longer queries by @jgiannuzzi in #9
• Insert metrics/params/tags in batch by @jgiannuzzi in #10
• Add a quickstart guide by @Sharpz7 in #5
• Fix search on enter in Aim UI on Windows by @jgiannuzzi in #15
• Create database indices on recently added fields by @jgiannuzzi in #16

New Contributors

• @Sharpz7 made their first contribution in #5

Full Changelog: v0.1.2...v0.1.3

v0.1.2

What's Changed

• Add support for X axis metrics in Aim UI by @jgiannuzzi in #7
• Do not show archived experiments in Aim UI by @jgiannuzzi in #8

Full Changelog: v0.1.1...v0.1.2

v0.1.1

What's Changed

• Route refactoring and UI tweaks by @jgiannuzzi in #3

Full Changelog: v0.1.0...v0.1.1

v0.1.0

What's Changed

• Initial release by @jgiannuzzi in #1

New Contributors

• @jgiannuzzi made their first contribution in #1

Full Changelog: https://github.com/G-Research/fasttrack/commits/v0.1.0