GitBook: [master] 35 pages modified

docs/advanced/audit-logging.md

@@ -4,11 +4,11 @@
 This page applies to Feast 0.7. The content may be out of date for Feast 0.8+
 {% endhint %}
 
-### Introduction
+## Introduction
 
 Feast provides audit logging functionality in order to debug problems and to trace the lineage of events.
 
-### Audit Log Types
+## Audit Log Types
 
 Audit Logs produced by Feast come in three favors:
 
@@ -18,15 +18,15 @@ Audit Logs produced by Feast come in three favors:
 | Transition Audit Log | Logs transitions in status in resources managed by Feast \(ie an Ingestion Job becoming RUNNING\). |
 | Action Audit Log | Logs actions performed on a specific resource managed by Feast \(ie an Ingestion Job is aborted\). |
 
-### Configuration
+## Configuration
 
 | Audit Log Type | Description |
 | :--- | :--- |
 | Message Audit Log | Enabled when both `feast.logging.audit.enabled` and `feast.logging.audit.messageLogging.enabled` is set to `true` |
 | Transition Audit Log | Enabled when `feast.logging.audit.enabled` is set to `true` |
 | Action Audit Log | Enabled when `feast.logging.audit.enabled` is set to `true` |
 
-### JSON Format
+## JSON Format
 
 Audit Logs produced by Feast are written to the console similar to normal logs but in a structured, machine parsable JSON. Example of a Message Audit Log JSON entry produced:
 
@@ -56,7 +56,7 @@ Audit Logs produced by Feast are written to the console similar to normal logs b
 }
 ```
 
-### Log Entry Schema
+## Log Entry Schema
 
 Fields common to all Audit Log Types:
 
@@ -95,11 +95,11 @@ Fields in Transition Audit Log Type
 | `resource.type` | Type of resource of which the transition occurred \(i.e `FeatureTable`\) |
 | `resource.id` | Identifier specifying the specific resource of which the transition occurred. |
 
-### Log Forwarder
+## Log Forwarder
 
 Feast currently only supports forwarding Request/Response \(Message Audit Log Type\) logs to an external fluentD service with `feast.**` Fluentd tag.
 
-#### Request/Response Log Example
+### Request/Response Log Example
 
 ```text
 {
@@ -118,7 +118,7 @@ Feast currently only supports forwarding Request/Response \(Message Audit Log Ty
 }
 ```
 
-#### Configuration
+### Configuration
 
 The Fluentd Log Forwarder configured with the with the following configuration options in `application.yml`:
 

docs/contributing/development-guide.md

@@ -18,6 +18,7 @@ The following software is required for Feast development
 * Java SE Development Kit 11
 * Python version 3.6 \(or above\) and pip
 * [Maven](https://maven.apache.org/install.html) version 3.6.x
+* PySpark 2.4.2
 
 ### **Services**