FeatureBase Help contains high level overviews of software functionality, plus procedural documentation for FeatureBase Cloud and the self-managed Community edition.
Table of contents
FeatureBase is a feature-oriented database platform that powers real-time analytics and machine learning applications by executing low-latency, high-throughput, and highly concurrent workloads. Similar to the evolution of data formats from row-oriented to columnar, FeatureBase further evolves columnar into a feature-oriented format that makes each distinct data value individually addressable (accessible, readable, writable and retrievable).
FeatureBase is similar to a columnar store, but breaks each column into each of its unique values so that they can be represented as a single bit. This data representation is excellent for a variety of analytical workloads.
Our novel approach minimizes I/O on queries by allowing the database engine to read and write exactly the data it needs and intelligently compress that data in memory. The result is a step-function improvement in analytical workloads.
These tables provided a side-by-side comparison of Cloud and Community functionality.
|Deployment||Cloud deployment||Community installation|
|Automated Scale Up/Down||No||No|
|Automated Scale In/Out||No||No|
|Kafka (Pull-based)||Client-side kafka consumption & push||Kafka ingestion|
|Database (Pull-based)||Client-side SQL consumption & push||SQL ingestion|
|CSV/Bulk Ingest||Yes||CSV ingestion|
|Query UI||Query cloud tables||Query community tables|
|FeatureBase SQL - HTTPS||Yes||Yes||Any language/tool (Python, Go, etc) that can read over HTTPS|
|FeatureBase PQL - HTTPS||Yes||Yes||Any language/tool (Python, Go, etc) that can read over HTTPS|
|gRPC Endpoint||No||Community gRPC endpoint|
|Pilosa Query Language (PQL) Query Builder||No||Yes||Learn about PQL|
|Python Client||Python client library||Python client library|
|Grafana Plug-In||No||Community grafana connector|
|Postgres Lookup Database Option||No||Yes|
|Backup and Restore||Yes||Community backup and restore|
|Metrics & Monitoring||Cloud metrics||Community metrics & monitoring|
|Editable FeatureBase Config File||No||Yes|
|Encryption In Flight||Yes||Yes|
|Encryption at Rest||Yes||Yes|
|Authentication + Authorization (OAuth)||Yes||Community authentication|
|Role-Based Access Control (Basic)||Cloud user roles||Yes|
|User Management||Cloud user management||Yes|
Follow these instructions which will guide you through the setup process:
Follow these instructions to learn about system requirements and how to install FeatureBase on your operating system.