CRAN release: 2023-05-16
Added support for keras (#164), recipes (#179), and luz (#187, @dfalbel).
required_pkgsmetadata 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_renvargument for reading/writing (#154, #192).
Exposed a new
base_imageargument for creating Dockerfiles (#182).
vetiver_endpoint_sagemaker()and other needed functionality for deploying on Amazon SageMaker (#186, @DyfanJones).
Added new additional GET endpoint for model
CRAN release: 2023-01-26
- The arguments for dealing with a model’s input data prototype have changed from using
vetiver_model(), now use
vetiver_api(), now use
Added support for k-Prototypes clustering from clustMixType (#163, thanks to @galen-ft).
Now vendor renv directly in package (#157).
vetiver_ptype()finds predictors for models (
glm()) with interactions (#160).
New argument added to
vetiver_write_docker()to pass in additional packages to be installed, such as
vetiver_prepare_docker()creates all necessary files to deploy a basic vetiver model via Docker (#165).
Fixed a bug in handling all-
NAcolumns when predicting on a
CRAN release: 2022-09-29
Trailing slashes are now removed from
augmentmethod for vetiver endpoint (#141).
apt-get cleanto 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).
CRAN release: 2022-08-11
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
typeof the existing pin and updates with the same type (#122).
CRAN release: 2022-07-06
The lockfile created by
vetiver_write_docker()can now be named via the argument
lockfile, and its default is
Switched the default for
FALSEis a better choice for interactive use while
TRUEis probably the right choice for reports or dashboards that are executed on a schedule (#104).
Added an optional
EXPOSE PORTline 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).
CRAN release: 2022-05-25
Add functions for model monitoring (#92).
Update all URLs in package for new documentation sites.
CRAN release: 2022-03-09
Update all tests to use redaction for snapshots.
Use ranger conditionally in examples/tests.
CRAN release: 2022-02-16
Generate Dockerfiles to deploy model (#71).
vetiver_pr_predict()in favor of using
CRAN release: 2022-01-07
Added support for tidymodels (#51), caret (#52), and mlr3 (#56).
Escalated parsing/conversion warnings to errors in
vetiver_model()(in addition to
vetiver_deploy_rsconnect()to deploy to RStudio Connect.
Added R Markdown template for Model Card for responsible, transparent model reporting (#62, #63).
vetiver_pr_predict()to support more advanced use cases (#67).