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vetiver (development version)

  • Added support for keras (#164) and recipes (#179).

  • Moved where required_pkgs metadata is stored remotely, from the binary blob to plain text YAML (#176).

  • Added an optional renv lockfile that can be stored remotely in model metadata, with a new check_renv argument for reading/writing (#154).

  • Exposed a new base_image argument for creating Dockerfiles (#182).

vetiver 0.2.0

Breaking changes

  • The arguments for dealing with a model's input data prototype have changed from using ptype to using prototype (#166):
    • In vetiver_model(), now use save_prototype.
    • In vetiver_api(), now use check_prototype.

Other improvements

  • Added support for k-Prototypes clustering from clustMixType (#163, thanks to @galen-ft).

  • Now vendor renv directly in package (#157).

  • Fixed how vetiver_ptype() finds predictors for models (lm() and glm()) with interactions (#160).

  • New argument added to vetiver_write_docker() to pass in additional packages to be installed, such as required_pkgs(board) (#159).

  • New function vetiver_prepare_docker() creates all necessary files to deploy a basic vetiver model via Docker (#165).

  • Fixed a bug in handling all-NA columns when predicting on a vetiver_endpoint() (#169).

vetiver 0.1.8

  • Trailing slashes are now removed from vetiver_endpoint() (#134).

  • Added support for GAMs from mgcv (#135) and stacks (#138).

  • Added augment method for vetiver endpoint (#141).

  • Added apt-get clean to Dockerfile to reduce container size (#142, thanks to @csgillespie).

  • Fixed bug where not all system requirements were added to the Dockerfile (#142, thanks to @csgillespie).

  • Added bundle support for relevant models (#145).

  • Fixed bug in generating Dockerfiles when explicitly requiring the stats package (#147).

vetiver 0.1.7

  • Now pass the dots for writing a pin through to vetiver allowing, for example, vetiver_pin_write(b, v, access_type = "all") on RStudio Connect (#121, #122).

  • vetiver_pin_metrics() now finds the type of the existing pin and updates with the same type (#122).

vetiver 0.1.6

  • The lockfile created by vetiver_write_docker() can now be named via the argument lockfile, and its default is vetiver_renv.lock (#100).

  • Switched the default for overwrite in vetiver_pin_metrics() from TRUE to FALSE. Using FALSE is a better choice for interactive use while TRUE is probably the right choice for reports or dashboards that are executed on a schedule (#104).

  • Added an optional EXPOSE PORT line to the generated Dockerfile, to help out Docker Desktop users (#105).

  • Added model monitoring dashboard template (#98). To knit the example vetiver monitoring dashboard, execute vetiver::pin_example_kc_housing_model() to set up demo model and metrics pins.

  • The OpenAPI spec generated for a vetiver model now includes the model version when applicable.

  • Added option to write a Plumber file without packages listed for RStudio Connect purposes (#112).

  • Added new function vetiver_create_rsconnect_bundle() as an alternative deployment strategy (#113).

vetiver 0.1.5

  • Add functions for model monitoring (#92).

  • Update all URLs in package for new documentation sites.

vetiver 0.1.4

  • Improve how Dockerfiles are generated.

vetiver 0.1.3

  • Update all tests to use redaction for snapshots.

  • Use ranger conditionally in examples/tests.

vetiver 0.1.2

  • Generate Dockerfiles to deploy model (#71).

  • Added support for glm (#75) and ranger (#76).

  • Deprecated vetiver_pr_predict() in favor of using vetiver_api() (#77).

vetiver 0.1.1

  • Added support for tidymodels (#51), caret (#52), and mlr3 (#56).

  • Added vignette.

  • Escalated parsing/conversion warnings to errors in vetiver_type_convert() (#60).

  • Added predict method for vetiver_model() (in addition to vetiver_endpoint()) (#61).

  • New function vetiver_deploy_rsconnect() to deploy to RStudio Connect.

  • Added R Markdown template for Model Card for responsible, transparent model reporting (#62, #63).

  • Modularized vetiver_pr_predict() to support more advanced use cases (#67).

vetiver 0.1.0

  • Initial CRAN release of package.