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API Node & API Deployer: Real-time APIs
Introduction
Concepts
Installing API nodes
Setting up the API Deployer and deployment infrastructures
First API (with API Deployer)
First API (without API Deployer)
Types of Endpoints
Enriching prediction queries
Security
Managing versions of your endpoint
Deploying on Kubernetes
APINode APIs reference
Operations reference
Using the apinode-admin tool
High availability and scalability
Logging and auditing
Health monitoring
Without API Deployer
With API Deployer
Governance
APIs
Python APIs
R API
Public REST API
Additional APIs
Installation & Administration
Installing and setting up
Elastic AI computation
DSS in the cloud
DSS and Hadoop
Metastore catalog
Operating DSS
Security
User Isolation
Other topics
Plugins
Streaming data
Formula language
Custom variables expansion
Sampling methods
Accessibility
Troubleshooting
Release notes
Other Documentation
Third-party acknowledgements
Hive RCFile
MapR
Hive SequenceFile
Guided setup 2: Use an existing VPC
Impute with computed value
Columns selection
Mitigation for PwnKit (CVE-2021-4034)
Incorrect access control allows users to edit discussions
Ability to tamper with creation and ownership metadata
Directory traversal vulnerability in Shapefile parser
Incorrect access control in Jupyter notebooks
Stored XSS in object titles
Stored XSS in object titles
Access control issue on downloading project exports
Access control issue on changing dataset connections
Access control issue on dashboards listing
Access control issue on saving project permissions
PwnKit Linux vulnerability (CVE-2021-4034)
Access control issue on foreign managed folders
Cross-script-scripting on model reports
Code execution through server-side-template-injection
Insufficient access control on managed cluster logs and configuration
Multiple access control issues
Multiple access control issues
Stored XSS in dataset settings
Stored XSS in machine learning results
Insufficient access control on export to dataset
Remote code execution in API designer
Session credential disclosure
Insufficient access control to project variables
Insufficient access control to projects list and information
Insufficient access control in troubleshooting tools
Credentials disclosure through path traversal
Cross-site-scripting through custom metric names
Cross-site-scripting through imported Jupyter notebooks
Host blacklist bypass
Takeover of Jupyter notebooks
Missing authentication on internal API call
Cross-site-scripting through Jupyter notebooks
Race condition on UIF can lead to account takeover
Compatibility of DSS with CIS Benchmark Level 1 on RHEL/CentOS
Third-party acknowledgements (internal usage)
Unstructured data
Dataiku DSS
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11
of DSS.
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API Node & API Deployer: Real-time APIs
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Operations reference
Operations reference
ΒΆ
Using the apinode-admin tool
Commands to manage the list of services
Commands to manage the on-disk generations of a service
Commands to manage the activation of generations
Commands for administration API keys management
Other commands
High availability and scalability
HA deployment
Load balancer
Client-side dispatch
Zero-downtime generation update
Handling software updates
Logging and auditing
How to configure audit and query logging
How to turn on query logging
Logging queries to Kafka
Health monitoring
Global isAlive probe
isAlive API
Forcing the node as not alive
Monitoring the status of services