Main Navigation Home

Appearance

Sidebar Navigation

Introduction

Installation

Quickstart

Core Concepts

Asset

Pipeline

Commands

Project

Connections

Secrets

Variables

Semantic Layer

Design Principles

Telemetry

Learning Material

Bruin Academy

Your First Pipeline

Explore Example Project

Bruin Cloud

Overview

Getting Started

Projects

Connections

Pipelines

Runs

Backfills

Assets

Catalog

Insights

Dashboards

Semantic Layers

AI Agents

Overview

Configure Agents

Chat with Agents

Scheduled Agents

Query API for Your Own Agent

Databricks OAuth

Snowflake OAuth

Examples

Slack AI Analyst Tutorial

Integrations

Overview

Slack

Microsoft Teams

Google Chat

Discord

Notifications

Legacy Notifications

Cross-pipeline Dependencies

Governance

Instance Types

Security

Bruin's IP Addresses

Team

Team Settings

API Tokens

Audit Logs

Cloud Command

Cloud MCP

FAQ

Pipelines

Definition

Scheduling

Default Connections

Pipeline Defaults

Variants

Concurrency

Assets

Definition Schema

Asset Types

SQL

Seed

Ingestr

Inference

Python

Python SDK

R

Sensor

Dashboard

Tableau

QuickSight

Columns

Interval Modifiers

Materialization

Jinja Templating

Filters

Macros

Variables

Built-in Variables

Custom Variables

Connections & Platforms

Warehouses & Lakes

Lakehouse Support

AWS Athena

Clickhouse

Databricks

Apache Doris

DuckDB

MotherDuck

Elasticsearch

Oracle

Google BigQuery

Microsoft SQL Server

Microsoft Fabric

MongoDB Atlas

MySQL

Postgres

Redshift

Snowflake

StarRocks

Synapse

S3

Google Cloud Storage

Trino

Dremio

Sail

Apache Spark

AWS EMR Serverless

GCP Dataproc Serverless

Data Ingestion

Overview

Reverse ETL

Sources

2Checkout

Adapty

Adjust

Airtable

Amplitude

Anthropic

Allium

API-Football

Apple Ads

AppStore

AppLovin

AppLovin Max

Appsflyer

Asana

ABRA Flexi

Attio

Azure Data Lake Storage

BallDontLie FIFA

BambooHR

Braze

Bruin

Cassandra

Chargebee

Chess

CleverTap

ClickUp

Cloudflare Radar

Couchbase

CouchDB

CrateDB

CSV (Local Files)

Cursor

Customer.io

DB2

Deel

Docebo

Dune

DynamoDB

Elasticsearch

ESPN

Exchangeratesapi.io

Facebook

Fakturoid

FastSpring

Fireflies

Fluxx

football-data.org

Frankfurter

FundraiseUp

Freshdesk

GCP Spanner

GitHub

GitLab

Google Cloud Storage

Google Sheets

Google Ads

Google Analytics

Google Search Console

Gorgias

Granola

G2

Hostaway

HTTP

Hubspot

Apache Iceberg

Indeed

Intercom

InfluxDB

Internet Society Pulse

Jira

JobTread

Kafka

Kalshi

Kinesis

Klaviyo

Lumify

Monday

Plus Vibe AI

LinkedIn Ads

Mailchimp

Manifold

Linear

Mixpanel

Microsoft OneLake

MongoDB

MySQL

Notion

Okta

Paddle

Payrails

Personio

PhantomBuster

Pipedrive

PlanetScale

Polymarket

PostHog

Primer

Quack (DuckDB server)

Trustpilot

QuickBooks

RabbitMQ

Recurly

Reddit Ads

Revenuecat

RIPEstat

Salesforce

SAP HANA

SatisMeter

S3

SendGrid

SFTP

SharePoint

Shopify

Sklik

Smartsheet

Snapchat Ads

Solidgate

Square

StarRocks

Stripe

Sumble

Slack

Socrata

SQLite

SurveyMonkey

TikTok Ads

Trello

Twenty CRM

Twilio

Typeform

Vitess

Wise

Wistia

Yahoo Finance

Zendesk

Zoom

Commands

Overview

Run

Backfill

Validate

Unit Test

Init

AI Skills

Clean

Connections

Curl

Data Diff

Environments

Format

Import

Lineage

Login & Authentication

Patch

Render

Render DDL

Query

Semantic

AI Enhance

Cloud

Docs

Upgrade

Version

Data Governance

Glossary

Policies

Quality Checks

Overview

Column Checks

Custom Checks

Unit Tests

Deployment & CI/CD

Deployment

Ubuntu VM with Cron

Apache Airflow

GitHub Actions

GitLab CI/CD

AWS

Lambda

ECS

Google Cloud

Cloud Run

CI/CD Integration

GitHub Actions

GitLab CI/CD

CircleCI

Jenkins

Azure Pipelines

Secret Providers

File Backend (.bruin.yml)

Hashicorp Vault

Doppler

AWS Secrets Manager

Templates

Overview

Analytics Demos

ecommerce

google-web-analytics

demo-snowflake-sales-analytics

demo-snowflake-salesforce

demo-payments-clickhouse

demo-self-heal-pipeline

ai-coding-usage

Local & Learning

duckdb

python

chess

frankfurter

Warehouses & Databases

athena

clickhouse

bronze-silver-postgres

Apache Iceberg

iceberg-sqlite-local

iceberg-rest-minio

iceberg-glue-s3

iceberg-postgres-gcs

iceberg-hadoop-gcsinterop

Source Ingestion

shopify-bigquery

shopify-duckdb

stripe-bigquery

quickbooks-bigquery

posthog-bigquery

chargebee-bigquery

shopify-clickhouse

gsheet-bigquery

gsheet-duckdb

notion

gorgias

firebase

Migration Templates

migration-fivetran

Developer Tools

VS Code Extension

Getting Started

Configuration

Panels Overview

Side Panel

Tabs

Editor Experience

Lineage

Query Preview

Activity Bar

Bruin MCP

On this page

Upgrade Command

This page has moved to upgrade Command.

Pager

Next pageIntroduction

Python

Dashboard

Panels Overview

Side Panel

Upgrade Command ​

Upgrade Command