v0.7.0

MLFlowClient v0.7.0

Diff since v0.6.1

Breaking changes

• Allowing compatibility with mlflow v3.x.x
  • Upgraded types with last changes in the API specification
  • Implemented logmodel function

Merged pull requests:

• Pairing mlflow v3 (#60) (@pebeto)

v0.6.1

MLFlowClient v0.6.1

Diff since v0.6.0

• Two new parameters in MLFlow instance constructor: username and password.
  • These will be injected to the Authorization header for each call to the server.
  • In the case username, password, and the Authorization header are provided, the instantiation will throw an error indicating that you can't do that.
• Allowing MLFLOW_TRACKING_USERNAME and MLFLOW_TRACKING_PASSWORD environment variables to set the username and password respectively.

Merged pull requests:

• Auth using environment variables (#56) (@characat0)

Closed issues:

• Authenticating via REST API (#33)
• Integrate with DagsHub's MLflow API (#35)
• Document how to set tags when creating an experiment (#50)

v0.6.0

MLFlowClient v0.6.0

Diff since v0.5.1

• New project structure to ensure better maintainability.
• Adopting Blue Style to improve readability.
• Pair with all the types from MLflow REST API.
• Implement all the endpoints from MLflow latest release.
• Improved documentation with multiple dispatch definitions.
• Simplify function definitions.
• Simplify test definitions.

Important

This update comes with some breaking changes. Projects like MLJFlow.jl will need to update carefully. It will be the same with personal projects.

Merged pull requests:

• Change MLFlow instances URI to use trailing /api (#47) (@pebeto)
• Improve documentation clarity for tags variable and update type in function definition. (#52) (@vonpetersenn)
• Add settag (#53) (@dpaetzel)
• Pairing with mlflow release api definition (#59) (@pebeto)

Closed issues:

• Improve tag definition (#30)
• Attributes such as model and dataset (#32)
• Proposal to buffer service requests (#41)
• Can't create experiment with v0.5.1 (#46)
• Update to the 2.x API (#54)
• Throw more readable HTTP error. (#58)

v0.5.1

MLFlowClient v0.5.1

Diff since v0.4.7

• Moved baseuri to apiroot, allowing users to specify its own API route (improving compatibility with platforms)
• Removed healthcheck function due to lack of support. It is not working on every platform providing a mlflow instance
• Added a MLFLOW_TRACKING_URI check when running tests

Merged pull requests:

• Adding use_ajax flag to MLFlow instances (#44) (@pebeto)

Closed issues:

• Potential for collaboration? (#5)
• How to log model? (#24)
• Support GitLabs MLFlow backend (#43)

v0.4.7

MLFlowClient v0.4.7

Diff since v0.4.6

Addings

• URI default to ENV["MLFLOW_TRACKING_URI"] if exists, just as mlflow documentation mentions.

Merged pull requests:

• Added dev. container (#38) (@stemann)

Closed issues:

• main doesn't pass it's own test (#42)

v0.4.6

MLFlowClient v0.4.6

Diff since v0.4.5

(fix)

• Solving Documenter pipeline failing on building
• Increasing project maintainability
• Increasing code test coverage

Merged pull requests:

• Improving code base (#37) (@pebeto)

Closed issues:

• Issue to trigger new releases (#39)

v0.4.5

MLFlowClient v0.4.5

Diff since v0.4.4

Merged pull requests:

• Migrating from /api to /ajax-api endpoint (#36) (@pebeto)

v0.4.4

MLFlowClient v0.4.4

Diff since v0.4.3

Merged pull requests:

• Adding MLFlow new methods, Julia LTS checks and tests (#28) (@pebeto)
• Adding health check function (#29) (@pebeto)

v0.4.3

MLFlowClient v0.4.3

Diff since v0.4.2

Merged pull requests:

• Adding artifact_location modification to getorcreateexperiment (#26) (@pebeto)
• Feature implementation, code refactoring, new test suite and increasing code coverage (#27) (@pebeto)

v0.4.2

MLFlowClient v0.4.2

Diff since v0.3.1

Closed issues:

• Improve implementation of listexperiments (#10)
• add pretty printing of types using ShowCases (#12)
• createrun fails when HTTP response dictionary contains Int64 values (#17)
• Incorrect start time displayed on MLFlow dashboard (#20)
• Extending support for remote MLFlow server (#21)

Merged pull requests:

• Enable remote logging (#22) (@svilupp)
• Bumped up compat for HTTP.jl (#23) (@svilupp)
• Sending the executions in UTC-0 (rel. issue 20) (#25) (@pebeto)