From 38c8d6b5747574b93eedfb35c350de48a4a53e62 Mon Sep 17 00:00:00 2001 From: Ralf Date: Mon, 25 Sep 2023 14:47:36 +0200 Subject: [PATCH] [FSTORE-866] Add option to deprecate a feature group (#302) --- .../feature_group/feature_group_deprecate.png | Bin 0 -> 39881 bytes .../feature_group/feature_group_list.png | Bin 0 -> 44860 bytes .../feature_group/feature_group_version.png | Bin 0 -> 31837 bytes .../fs/feature_group/deprecation.md | 74 ++++++++++++++++++ docs/user_guides/fs/feature_group/index.md | 1 + mkdocs.yml | 1 + 6 files changed, 76 insertions(+) create mode 100644 docs/assets/images/guides/feature_group/feature_group_deprecate.png create mode 100644 docs/assets/images/guides/feature_group/feature_group_list.png create mode 100644 docs/assets/images/guides/feature_group/feature_group_version.png create mode 100644 docs/user_guides/fs/feature_group/deprecation.md diff --git a/docs/assets/images/guides/feature_group/feature_group_deprecate.png 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b/docs/user_guides/fs/feature_group/deprecation.md new file mode 100644 index 000000000..5ffc44bd4 --- /dev/null +++ b/docs/user_guides/fs/feature_group/deprecation.md @@ -0,0 +1,74 @@ +--- +description: Documentation on how to deprecate a feature group in Hopsworks. +--- + +# How to deprecate a Feature Group + +### Introduction + +To discourage the usage of specific feature groups it is possible to deprecate them. +When a feature group is deprecated, user will be warned when they try to use it or use a feature view that depends on it. + +In this guide you will learn how to deprecate a feature group within Hopsworks, showing examples in HSFS APIs as well as the user interface. + +## Prerequisites + +Before you begin this guide it is expected that there is an existing feature group in your project. You can familiarize yourself with [the creation of a feature group](./create.md) in the user guide. + +## Deprecate using the HSFS APIs + +### Retrieve the feature group + +To deprecate a feature group using the HSFS APIs you need to provide a [Feature Group](../../../concepts/fs/feature_group/fg_overview.md). + +=== "Python" + + ```python + fg = fs.get_feature_group(name="feature_group_name", version=feature_group_version) + ``` + +### Deprecate Feature Group + +Feature group deprecation occurs by calling the `update_deprecated` method on the feature group. + +=== "Python" + + ```python + fg.update_deprecated() + ``` + +Users can also un-deprecate the feature group if need be, by setting the `deprecate` parameter to False. + +=== "Python" + + ```python + fg.update_deprecated(deprecate=False) + ``` + +## Deprecate using the UI + +You can deprecate/de-deprecate feature groups through the UI. For this, navigate to the `Feature Groups` section and select a feature group. + +

+

+ List of Feature Groups +
+

+ +Subsequently, make sure that the necessary feature group version is picked. + +

+

+ Feature Group version selection +
+

+ +Finally, click on the button with three vertical dots in the right corner and select `Deprecate`. + +

+

+ Deprecate Feature Group +
+

+ +The Feature group can be de-deprecated by selecting the `Undeprecate` option on a deprecated feature group. diff --git a/docs/user_guides/fs/feature_group/index.md b/docs/user_guides/fs/feature_group/index.md index 9bb1285ca..ada8f4dc2 100644 --- a/docs/user_guides/fs/feature_group/index.md +++ b/docs/user_guides/fs/feature_group/index.md @@ -4,6 +4,7 @@ This section serves to provide guides and examples for the common usage of abstr - [Create a Feature Group](create.md) - [Create an external Feature Group](create_external.md) +- [Deprecating Feature Group](deprecation.md) - [Data Types and Schema management](data_types.md) - [Statistics](statistics.md) - [Data Validation](data_validation.md) \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index 724fcc38e..08793230c 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -71,6 +71,7 @@ nav: - user_guides/fs/feature_group/index.md - Create: user_guides/fs/feature_group/create.md - Create External: user_guides/fs/feature_group/create_external.md + - Deprecating: user_guides/fs/feature_group/deprecation.md - Data Types and Schema management: user_guides/fs/feature_group/data_types.md - Statistics: user_guides/fs/feature_group/statistics.md - Data Validation: user_guides/fs/feature_group/data_validation.md