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Feathr
Announce Feathr 1.0.0
Concepts for Beginners
Developer Guides
Aerospike local configuration guide
Cloud Integration Test/CI Pipeline
Cloud Resource Provisioning
Creating the BACPAC file
Developer Guide for Feathr Overall Release Guide
Developer Guide for Testing
Developer Guide for publishing to maven
Developer Guide for updating python SDK docs
Documentation Guideline
Feathr Core Code Structure
Feathr Pull Request(PR) Guideline
Feathr Python Project Developer Guide
Feathr Scala Project Developer Guide
Feathr Test Coverage Guide
How to build and push feathr registry docker image
Python Project Build and Release Guide
Feathr Concepts
Capabilities
Comparison between Feature Stores
Feathr FAQ
Feathr User Defined Functions (UDFs)
Feature Definition
Feature Materialization (also known as feature generation)
Feature Registry
Getting Offline Features using Feature Query
Point-in-time Join
Registry Access Control
How-to Guides
Advanced Usages for Feathr
Azure Resource Provisioning through Azure CLI
Azure Resource Provisioning through Azure Resource Manager
Configuration, environment variables, and store secrets in a secure way
Developing Customized Feathr Spark UDF
Feathr Job Configuration during Run Time
Feathr Local Feature Testing Guide
Feathr Online Transformation
Feature Definition Troubleshooting Guide
Input File for Feathr
Local Spark Provider Usage
Manage library for Azure Spark Compute (Azure Databricks and Azure Synapse)
Online Model Inference with Features from Feathr
Passing Through Credentials in Feathr
Storing secrets in Azure Key Vault
Streaming Source Ingestion and Feature Definition
Updating Feathr Registry and Feathr Client
Using Feathr in Azure Machine Learning
Using Feathr with MLOps v2
Using `SparkSQLSource` as Data Source
Quick Start Guide with Azure Synapse
Quick Start Guide with Databricks
Quick Start Guide with Local Sandbox
Feathr Concepts
This folder includes important Feathr concepts.
Table of contents
Capabilities
Comparison between Feature Stores
Feathr FAQ
Feathr User Defined Functions (UDFs)
Feature Definition
Feature Materialization (also known as feature generation)
Feature Registry
Getting Offline Features using Feature Query
Point-in-time Join
Registry Access Control