website

Last update

October 8, 2021

Licence type

Managed Service

Supported Languages

Python, PySpark, SQL

Supported Platforms

N/A
online-offline
pyspark
managed-cloud

description

⚠️ New, details subject to change.

Tecton.ai is a managed feature store that uses PySpark (Databricks or EMR) to compute features and DynamoDB to serve online features. It provides a Python-based DSL for feature transformations that is computed as a PySpark job.
Core Features
Access control
DSL
Feature Registry/Search
Feature Statistics
Feature Visualization
Ingestion from Batch Sources
Ingestion from Streaming Sources
SAML
Single Sign-On
Offline Feature Store
Online Feature Store
Point-in-Time JOINs
PySpark
Time Travel
Web UI
SQL
Training dataset
Lineage
External feature group
CI/CD Support
Governance
Access control
DSL
Feature Registry/Search
Feature Statistics
Feature Visualization
Ingestion from Batch Sources
Ingestion from Streaming Sources
SAML
Single Sign-On
Offline Feature Store
Online Feature Store
Point-in-Time JOINs
PySpark
Time Travel
Web UI
SQL
Training dataset
Lineage
External feature group
CI/CD Support
Monitoring
Access control
DSL
Feature Registry/Search
Feature Statistics
Feature Visualization
Ingestion from Batch Sources
Ingestion from Streaming Sources
SAML
Single Sign-On
Offline Feature Store
Online Feature Store
Point-in-Time JOINs
PySpark
Time Travel
Web UI
SQL
Training dataset
Lineage
External feature group
CI/CD Support
User Experience
Access control
DSL
Feature Registry/Search
Feature Statistics
Feature Visualization
Ingestion from Batch Sources
Ingestion from Streaming Sources
SAML
Single Sign-On
Offline Feature Store
Online Feature Store
Point-in-Time JOINs
PySpark
Time Travel
Web UI
SQL
Training dataset
Lineage
External feature group
CI/CD Support
Feature Computation
Access control
DSL
Feature Registry/Search
Feature Statistics
Feature Visualization
Ingestion from Batch Sources
Ingestion from Streaming Sources
SAML
Single Sign-On
Offline Feature Store
Online Feature Store
Point-in-Time JOINs
PySpark
Time Travel
Web UI
SQL
Training dataset
Lineage
External feature group
CI/CD Support
Data Ingestion
Access control
DSL
Feature Registry/Search
Feature Statistics
Feature Visualization
Ingestion from Batch Sources
Ingestion from Streaming Sources
SAML
Single Sign-On
Offline Feature Store
Online Feature Store
Point-in-Time JOINs
PySpark
Time Travel
Web UI
SQL
Training dataset
Lineage
External feature group
CI/CD Support
Feature Storage
Access control
DSL
Feature Registry/Search
Feature Statistics
Feature Visualization
Ingestion from Batch Sources
Ingestion from Streaming Sources
SAML
Single Sign-On
Offline Feature Store
Online Feature Store
Point-in-Time JOINs
PySpark
Time Travel
Web UI
SQL
Training dataset
Lineage
External feature group
CI/CD Support

Other details

Core Build

Delta Lake on S3, DynamoDB

Core APIs

PySpark, Spark-SQL

Environement

Data Sources

Platform integrations

Architecture

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