From 6df7de9356c76852b3b13574ae3cbc3fd5373da4 Mon Sep 17 00:00:00 2001 From: Xiaoyong Zhu Date: Wed, 10 Aug 2022 10:27:30 -0700 Subject: [PATCH 1/4] create code structure --- docs/README.md | 2 +- docs/dev_guide/feathr-core-code-structure.md | 20 ++++++++++++++++++ .../feathr-feature-materliazation-flow.png | Bin 0 -> 100202 bytes .../feathr-get-offline-features-flow.png | Bin 0 -> 94784 bytes 4 files changed, 21 insertions(+), 1 deletion(-) create mode 100644 docs/dev_guide/feathr-core-code-structure.md create mode 100644 docs/images/feathr-feature-materliazation-flow.png create mode 100644 docs/images/feathr-get-offline-features-flow.png diff --git a/docs/README.md b/docs/README.md index 9fcf91ece..f13247dcb 100644 --- a/docs/README.md +++ b/docs/README.md @@ -161,7 +161,7 @@ Follow the [quick start Jupyter Notebook](./samples/product_recommendation_demo. | Offline store – SQL | Azure SQL DB, Azure Synapse Dedicated SQL Pools, Azure SQL in VM, Snowflake | | Streaming Source | Kafka, EventHub | | Online store | Azure Cache for Redis | -| Feature Registry and Governance | Azure Purview, ANSI SQL such as Azure SQL Server | +| Feature Registry and Governance | Azure Purview, SQL Databases such as Azure SQL Server/MySQL | | Compute Engine | Azure Synapse Spark Pools, Databricks | | Machine Learning Platform | Azure Machine Learning, Jupyter Notebook, Databricks Notebook | | File Format | Parquet, ORC, Avro, JSON, Delta Lake | diff --git a/docs/dev_guide/feathr-core-code-structure.md b/docs/dev_guide/feathr-core-code-structure.md new file mode 100644 index 000000000..bada4fe6e --- /dev/null +++ b/docs/dev_guide/feathr-core-code-structure.md @@ -0,0 +1,20 @@ +--- +layout: default +title: Documentation Guideline +parent: Developer Guides +--- + +# Feathr Code Structure + + +## Code Structure for get_offline_features() and materialize_features() API calls + +Credit goes to @csruiliu for creating those diagrams below: + +### Feathr get_offline_features() diagram + +![Feathr get_offline_features() diagram](../images/feathr-get-offline-features-flow.png) + +### Feathr materialize_features() diagram + +![Feathr materialize_features() diagram](../images/feathr-feature-materliazation-flow.png) diff --git a/docs/images/feathr-feature-materliazation-flow.png b/docs/images/feathr-feature-materliazation-flow.png new file mode 100644 index 0000000000000000000000000000000000000000..72ea2556fd0cacce8cf929d41b16fff4c5560cbe GIT binary patch literal 100202 zcmeFYbyQs2mOi?naCdhPE`>V@9yGx%2~OdzK@v1bfB?ZExVu|$NpLS*65KWDuX0Y` z?t9L7-S>5m_uhDaG>kQNt+A`tls(s6-<170_qYn+D9I_x0dR0|z$@54@VEdx1yGQX zkdY8kkdcv5QBlw^2rx0w(J@Hz@UaOf$*8F)$tWmj7&w_}=-BBgC|CrauygZ(!C-1; zVR0c|F-|@(@9#z6P*G7a&@o6bF-dr7DQJ2B+kcN=0bCRi4Tu5+M+d;;!hvw%9(w?4 z0Dwb;ar>L$fBS=j2O%ILA)}z8p~JpVhXcUFfk5yGAVfq21lYIzVD|w8Ttqxt9%&?e zjn~L@P6WJxvDql}GF6>~n&Za|d~ckCP|=8pNl3{UnV4Cgu!8vo1cih}o<5V6lUGnw zdht?ATSr$<-_*?9!qUpx#>Lgm-NVz%``!ECkkGL3h`9Jq35iLclT*IrP0!5E%|qALH#UF#+}hsRJvlu)zqq`*{&n+PE;s=6 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a/docs/dev_guide/feathr-core-code-structure.md b/docs/dev_guide/feathr-core-code-structure.md index bada4fe6e..ab812f32e 100644 --- a/docs/dev_guide/feathr-core-code-structure.md +++ b/docs/dev_guide/feathr-core-code-structure.md @@ -9,7 +9,7 @@ parent: Developer Guides ## Code Structure for get_offline_features() and materialize_features() API calls -Credit goes to @csruiliu for creating those diagrams below: +Credit goes to https://github.com/csruiliu for creating those diagrams below: ### Feathr get_offline_features() diagram From a2d0b1acc635ee6f6af27ec45039ef06e49301a8 Mon Sep 17 00:00:00 2001 From: Xiaoyong Zhu Date: Thu, 11 Aug 2022 01:14:56 -0700 Subject: [PATCH 3/4] Create AML docs --- .../feathr-azure-machine-learning.md | 25 ++++++++++++++++++ .../how-to-guides/feathr-job-configuration.md | 4 +-- docs/how-to-guides/local-feature-testing.md | 2 ++ .../troubleshoot-feature-definition.md | 2 ++ docs/images/aml-authentication.png | Bin 0 -> 97221 bytes docs/images/aml-environment-switch.png | Bin 0 -> 128775 bytes feathr_project/setup.py | 4 +-- 7 files changed, 33 insertions(+), 4 deletions(-) create mode 100644 docs/how-to-guides/feathr-azure-machine-learning.md create mode 100644 docs/images/aml-authentication.png create mode 100644 docs/images/aml-environment-switch.png diff --git a/docs/how-to-guides/feathr-azure-machine-learning.md b/docs/how-to-guides/feathr-azure-machine-learning.md new file mode 100644 index 000000000..9b38ae5b4 --- /dev/null +++ b/docs/how-to-guides/feathr-azure-machine-learning.md @@ -0,0 +1,25 @@ +--- +layout: default +title: Using Feathr in Azure Machine Learning +parent: How-to Guides +--- + +# Using Feathr in Azure Machine Learning + +Feathr has native integration with Azure Machine Learning (AML). However due to a few known issues, users have to do a little bit more on using Feathr in Azure Machine Learning. + +## Installing Feathr in Azure Machine Learning + +1. Switch python version. By default, Azure Machine Learning Notebooks uses an old Python version (3.6) which is not supported by Feathr. You should use the latest Python version in Azure Machine Learning. Switch it by using the button below: + ![Switch Python Version](../images/aml-environment-switch.png) +2. Install Feathr using the following command. Instead using `!pip install feathr` in Azure Machine Learning, you should use the following command to install Feathr, to make sure that Feathr is available in the current active Python environment: + + ```python + import pip + pip.main(['install', 'feathr']) + pip.main(['install', 'azure-identity>=1.8.0']) #fixing Azure Machine Learning authentication issue per https://stackoverflow.com/a/72262694/3193073 + ``` + +## Authentication in Azure Machine Learning + + ![Switch Python Version](../images/aml-authentication.png) \ No newline at end of file diff --git a/docs/how-to-guides/feathr-job-configuration.md b/docs/how-to-guides/feathr-job-configuration.md index 70a2e9505..84a0b4d4d 100644 --- a/docs/how-to-guides/feathr-job-configuration.md +++ b/docs/how-to-guides/feathr-job-configuration.md @@ -1,10 +1,10 @@ --- layout: default -title: Feathr Job Configuration +title: Feathr Job Configuration during Run Time parent: How-to Guides --- -# Feathr Job Configuration +# Feathr Job Configuration during Run Time Since Feathr uses Spark as the underlying execution engine, there's a way to override Spark configuration by `FeathrClient.get_offline_features()` with `execution_configurations` parameters. The complete list of the available spark configuration is located in [Spark Configuration](https://spark.apache.org/docs/latest/configuration.html) (though not all of those are honored for cloud hosted Spark platforms such as Databricks), and there are a few Feathr specific ones that are documented here: diff --git a/docs/how-to-guides/local-feature-testing.md b/docs/how-to-guides/local-feature-testing.md index e473a9c86..9e904badf 100644 --- a/docs/how-to-guides/local-feature-testing.md +++ b/docs/how-to-guides/local-feature-testing.md @@ -6,6 +6,8 @@ parent: How-to Guides # Local Feature Testing Guide +> Note: This document is out of date and will be updated in the future. + > **Local testing supports .csv and .parquet source format.** # What's Local Feature Testing diff --git a/docs/how-to-guides/troubleshoot-feature-definition.md b/docs/how-to-guides/troubleshoot-feature-definition.md index 1e60ce205..ab73c59e6 100644 --- a/docs/how-to-guides/troubleshoot-feature-definition.md +++ b/docs/how-to-guides/troubleshoot-feature-definition.md @@ -6,6 +6,8 @@ parent: How-to Guides # Feature Definition Troubleshooting Guide +> Note: This document is out of date and will be updated in the future. + You may come across some errors while creating your feature definition config. 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lower than that to workaround this issue. "azure-core<=1.22.1", "typing_extensions>=4.2.0" ], From 42412d7fc447f693f899cabd60e9829aeae0fd15 Mon Sep 17 00:00:00 2001 From: Xiaoyong Zhu Date: Thu, 11 Aug 2022 01:16:46 -0700 Subject: [PATCH 4/4] Revert "Create AML docs" This reverts commit a2d0b1acc635ee6f6af27ec45039ef06e49301a8. --- .../feathr-azure-machine-learning.md | 25 ------------------ .../how-to-guides/feathr-job-configuration.md | 4 +-- docs/how-to-guides/local-feature-testing.md | 2 -- .../troubleshoot-feature-definition.md | 2 -- docs/images/aml-authentication.png | Bin 97221 -> 0 bytes docs/images/aml-environment-switch.png | Bin 128775 -> 0 bytes feathr_project/setup.py | 4 +-- 7 files changed, 4 insertions(+), 33 deletions(-) delete mode 100644 docs/how-to-guides/feathr-azure-machine-learning.md delete mode 100644 docs/images/aml-authentication.png delete mode 100644 docs/images/aml-environment-switch.png diff --git a/docs/how-to-guides/feathr-azure-machine-learning.md b/docs/how-to-guides/feathr-azure-machine-learning.md deleted file mode 100644 index 9b38ae5b4..000000000 --- a/docs/how-to-guides/feathr-azure-machine-learning.md +++ /dev/null @@ -1,25 +0,0 @@ ---- -layout: default -title: Using Feathr in Azure Machine Learning -parent: How-to Guides ---- - -# Using Feathr in Azure Machine Learning - -Feathr has native integration with Azure Machine Learning (AML). However due to a few known issues, users have to do a little bit more on using Feathr in Azure Machine Learning. - -## Installing Feathr in Azure Machine Learning - -1. Switch python version. By default, Azure Machine Learning Notebooks uses an old Python version (3.6) which is not supported by Feathr. You should use the latest Python version in Azure Machine Learning. Switch it by using the button below: - ![Switch Python Version](../images/aml-environment-switch.png) -2. Install Feathr using the following command. Instead using `!pip install feathr` in Azure Machine Learning, you should use the following command to install Feathr, to make sure that Feathr is available in the current active Python environment: - - ```python - import pip - pip.main(['install', 'feathr']) - pip.main(['install', 'azure-identity>=1.8.0']) #fixing Azure Machine Learning authentication issue per https://stackoverflow.com/a/72262694/3193073 - ``` - -## Authentication in Azure Machine Learning - - ![Switch Python Version](../images/aml-authentication.png) \ No newline at end of file diff --git a/docs/how-to-guides/feathr-job-configuration.md b/docs/how-to-guides/feathr-job-configuration.md index 84a0b4d4d..70a2e9505 100644 --- a/docs/how-to-guides/feathr-job-configuration.md +++ b/docs/how-to-guides/feathr-job-configuration.md @@ -1,10 +1,10 @@ --- layout: default -title: Feathr Job Configuration during Run Time +title: Feathr Job Configuration parent: How-to Guides --- -# Feathr Job Configuration during Run Time +# Feathr Job Configuration Since Feathr uses Spark as the underlying execution engine, there's a way to override Spark configuration by `FeathrClient.get_offline_features()` with `execution_configurations` parameters. The complete list of the available spark configuration is located in [Spark Configuration](https://spark.apache.org/docs/latest/configuration.html) (though not all of those are honored for cloud hosted Spark platforms such as Databricks), and there are a few Feathr specific ones that are documented here: diff --git a/docs/how-to-guides/local-feature-testing.md b/docs/how-to-guides/local-feature-testing.md index 9e904badf..e473a9c86 100644 --- a/docs/how-to-guides/local-feature-testing.md +++ b/docs/how-to-guides/local-feature-testing.md @@ -6,8 +6,6 @@ parent: How-to Guides # Local Feature Testing Guide -> Note: This document is out of date and will be updated in the future. - > **Local testing supports .csv and .parquet source format.** # What's Local Feature Testing diff --git a/docs/how-to-guides/troubleshoot-feature-definition.md b/docs/how-to-guides/troubleshoot-feature-definition.md index ab73c59e6..1e60ce205 100644 --- a/docs/how-to-guides/troubleshoot-feature-definition.md +++ b/docs/how-to-guides/troubleshoot-feature-definition.md @@ -6,8 +6,6 @@ parent: How-to Guides # Feature Definition Troubleshooting Guide -> Note: This document is out of date and will be updated in the future. - You may come across some errors while creating your feature definition config. 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workaround this issue "azure-core<=1.22.1", "typing_extensions>=4.2.0" ],