Public Beta

Don't get stuck in the CRUD

Moose is a data engineering framework to build OLAP powered data products in python or typescript

Quick Start Github

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From ingest to egress APIs and everything in between. Moose brings modern developer ergonomics to data engineering workloads

Ingest

Data in with simple, powerful primitives.

Pure Typescript/Python abstractions to ingest data from any source, at any scale.

Ingest pipeline derived from schema
Managed stream processing on ingest
End-to-end type safety

Analytics APIs

Connect real-time analytics to your apps in minutes

Develop high-performance APIs and UI/UX on top of streaming and OLAP data.

Type-Safe Consumption APIs
Managed OLAP Client & Connection Pooling
Automated OpenAPI Docs

Data Models

Data modeling for software developers

Pure Typescript /Python
Auto-generates type-safe ingest pipeline
Governance source of truth

Streaming Functions

Real-time data processing, simplified

Native TS/Py functions on streaming data
Type-safety and error detection in IDE
Auto-orchestrated on incoming data streams

Data Capture SDKs

Data capture made easy with SDKs

Auto-generated ingest SDKs
OpenAPI standard
Many languages supported

Local Dev Environment

Develop in your regular local environment. Run your entire production stack as a local dev server, then deploy confidently.

Work in your favorite IDE
Hot reload latest changes to local dev server
Iterate locally with full pipeline visibility

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Infra Automation

Batteries included, open-source infrastructure.

Focus on your business logic. Moose manages the infrastructure and the glue under the hood.

Rust webserver for ingress and egress
Managed ClickHouse and Redpanda
Orchestrated processing and jobs

Moose CLI

Batman utility belt in a handy CLI.

All the little helper tools a developer could want to make big data development a little less painful.

Real-time observability for local workloads
Preview data directly in terminal
Provide rich context for Aurora agent and AI co-pilots

Terminal output showing the command $ moose-cli dev followed by logs indicating 'Post/ingest/event' and 'Received raw event → Event'.

Build production-grade data apps in Python and Typescript with primitives for ingest, transformation, and insights

High performance ingestion pipeline generated from simple data schemas

app/datamodels/models.ts

import { Key } from "@514labs/moose-lib";

export interface Foo {
  id: Key<string>;
  text: string;
  value: number;
  timestamp: number; // Unix timestamp in seconds
}

export interface Bar {
  id: Key<string>;
  uppercaseText: string; // Will be transformed to uppercase
  doubledValue: number; // Will be transformed by multiplication
  utcTimestamp: Date; // Will be converted to Date object
}

Ingest API

Webserver

Topics

Streams

Tables

OLAP DB

Processes

Orchestrator

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