Sync from Metabase to Redshift

with open data movement

Extract and load (ELT) your Metabase data into Redshift in minutes with our open-source data integration connector.

Eliminate the time you spend on building and maintaining your data pipelines by integrating your data with Airbyte instead.
300+ connectors
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community members
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2PB+
synced/month
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contributors

Top companies trust Airbyte to centralize their Data

Start syncing data from Metabase to Redshift in three easy steps

1

Setup a Metabase connector in Airbyte

Connect to Metabase or one of 400 Airbyte data sources through simple account authentication

2

Set up Redshift as the destination connector

Connect to Redshift or one of 50+ Airbyte data destinations through simple account authentication

3

Sync your Data

This includes selecting the data you want to extract - streams and columns -, the sync frequency, where in Redshift you want that data to be loaded.

LOVED by 10,000 (DATA) ENGINEERS

Ship more quickly with the only solution that fits ALL your needs.

As your tools and edge cases grow, you deserve an extensible and open ELT solution that eliminates the time you spend on building and maintaining data pipelines

Leverage the largest catalog of  connectors

Airbyte’s catalog of 300+ pre-built, no-code connectors is the largest in the industry and is doubling every year, thanks to its open-source community, while closed-source catalogs have plateaued.

Cover your custom needs with our extensibility

Build custom connectors in 10 min with our Connector Development Kit (CDK), and get them maintained by us or our community. Add them to Airbyte to enable your whole team to leverage them.
Customize ANY Airbyte connectors to address Your custom needs. Our connector’s code is open-source, so you can edit it as you see fit.

Reliability at every level

Airbyte ensure your team’s time is no longer time spent on maintenance with our reliability SLAs on our GA connectors.
Airbyte will also give you visibility and control of your data freshness at the stream level for all your connections.

It’s never been easier to integrate your Metabase data into Redshift

Airbyte Open Source

Self-host the leading open-source data movement platform with the largest catalog of ELT connectors.
Deploy Airbyte Open Source

Airbyte Cloud

The easiest way to address all your ELT needs. Largest catalog of connectors, all customizable.
Try Airbyte Cloud free

Airbyte Enterprise

The best way to run Airbyte in self-hosted, with services and features that drive reliability, scalability, and compliance.
Learn more
TRUSTED BY 3,000+ COMPANIES DAILY

Why choose Airbyte as the backbone of your data infrastructure?

Keep your data engineering costs in check

Building and maintaining custom connectors have become 5x easier with Airbyte. Enable your data engineering teams to focus on projects that are more valuable to your business.
Given 44% of data teams are spent on maintaining brittle in-house connectors, this is a new level of internal resources that you get back.

Get Airbyte hosted where you need it to be

Airbyte helps you deploy your pipelines in production with two deployment options for the data plane:
  • Airbyte Cloud: Have it hosted by us, with all the security you need (SOC2, ISO, GDPR, HIPAA Conduit).
  • Airbyte Enterprise: Have it hosted within your own infrastructure, so your data and secrets never leave it.

White-glove enterprise-level support

With an average response rate of 10 minutes or less and a Customer Satisfaction score of 96/100, our team is ready to support your data integration journey all over the world.

Including for your Airbyte Open Source instance with our premium support.
Case study
Consolidating data silos at Fnatic

Fnatic, based out of London, is the world's leading esports organization, with a winning legacy of 16 years and counting in over 28 different titles, generating over 13m USD in prize money. Fnatic has an engaged follower base of 14m across their social media platforms and hundreds of millions of people watch their teams compete in League of Legends, CS:GO, Dota 2, Rainbow Six Siege, and many more titles every year.

FAQs

What is ETL?

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

What is Metabase?

Metabase is accessible to all. Metabase is a self-service business intelligence software and it is a BI tool with a friendly UX and integrated tooling to let your company explore data on its own. Metabase is the easy, open-source way for everyone in your company to ask questions and learn from data. Metabase is an open-source business intelligence tool that lets you create charts and dashboards using data from a variety of databases and data sources. It generally assists users to create charts and dashboards from their databases.

What is Redshift?

A fully managed data warehouse service in the Amazon Web Services (AWS) cloud, Amazon Redshift is designed for storage and analysis of large-scale datasets. Redshift allows businesses to scale from a few hundred gigabytes to more than a petabyte (a million gigabytes), and utilizes ML techniques to analyze queries, offering businesses new insights from their data. Users can query and combine exabytes of data using standard SQL, and easily save their query results to their S3 data lake.

What data can you extract from Metabase?

Metabase's API provides access to a wide range of data types, including:  

1. Metrics: These are numerical values that can be used to measure performance or track progress over time. Examples include revenue, website traffic, and customer satisfaction scores.  
2. Dimensions: These are attributes that can be used to group or filter data. Examples include date, location, and product category.  
3. Filters: These are criteria that can be used to limit the data returned by a query. Examples include date ranges, customer segments, and product types.  
4. Joins: These are used to combine data from multiple tables or sources. Examples include joining customer data with sales data to analyze customer behavior.  
5. Aggregations: These are used to summarize data by grouping it into categories and calculating metrics for each category. Examples include calculating average revenue per customer or total sales by product category.  
6. Custom SQL: This allows users to write their own SQL queries to access and manipulate data in any way they choose.  

Overall, Metabase's API provides a powerful tool for accessing and analyzing data from a wide range of sources, making it an ideal choice for businesses and organizations of all sizes.

How do I transfer data from Metabase to Redshift?

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps: 
1. Set up Metabase as a source connector (using Auth, or usually an API key)
2. Set up Redshift as a destination connector
3. Define which data you want to transfer and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud. 

What are top ETL tools to extract data from

The most prominent ETL tools to transfer data from Metabase to Redshift include:
- Airbyte
- Fivetran
- StitchData
- Matillion
- Talend Data Integration
These tools help in extracting data from Metabase and various sources (APIs, databases, and more), transforming it efficiently, and loading it into Redshift and other databases, data warehouses and data lakes, enhancing data management capabilities.

What is ELT?

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

Difference between ETL and ELT?

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

Metabase to Redshift in minutes.

ETL your Metabase data into Redshift, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
Redshift
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Metabase
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Metabase
and
Redshift
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Select the Metabase data that you want to replicate.

The Metabase source connector can be used to sync the following tables:

Setting up
Includes Getting and activating the Enterprise edition
Authentication
Includes Authenticating with SAML, Setting up SAML with Auth0, Setting up SAML with Azure AD, Setting up SAML with Google, Setting up SAML with Keycloak, Setting up SAML with Okta, and Authenticating with JWT.
Permissions
Permissions
Embedding
Includes Embedding the entire Metabase app in your app, and Customizing Metabase’s appearance.
Dashboard subscription customization
Includes Customizing filter values for each dashboard subscription
Official collections
Includes important questions, dashboards, and models.

About Metabase

Metabase is accessible to all. Metabase is a self-service business intelligence software and it is a BI tool with a friendly UX and integrated tooling to let your company explore data on its own. Metabase is the easy, open-source way for everyone in your company to ask questions and learn from data. Metabase is an open-source business intelligence tool that lets you create charts and dashboards using data from a variety of databases and data sources. It generally assists users to create charts and dashboards from their databases.

Start analyzing your Metabase data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your

Metabase

data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your Redshift needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to

Redshift

.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when

Redshift

has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About Redshift

A fully managed data warehouse service in the Amazon Web Services (AWS) cloud, Amazon Redshift is designed for storage and analysis of large-scale datasets. Redshift allows businesses to scale from a few hundred gigabytes to more than a petabyte (a million gigabytes), and utilizes ML techniques to analyze queries, offering businesses new insights from their data. Users can query and combine exabytes of data using standard SQL, and easily save their query results to their S3 data lake.

Why Choose Airbyte for your Metabase and Redshift data integration

Airbyte is the new open-source ETL platform, and enables you to replicate your

Metabase

data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your Metabase account and destination, and your new Metabase data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source Metabase ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.

Metabase To Redshift in minutes

ETL your Metabase data into Redshift, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
Metabase
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Redshift
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Metabase
and
Redshift
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Airbyte is designed to address 100% of your Metabase database needs.

Full control over the data

The 

Metabase

 source does not alter the schema present in your database. Depending on the destination connected to this source, however, the schema may be altered.

calendar icon

Scheduled updates

Automate replications with recurring incremental updates.

Log-based incremental replication

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About Metabase

Metabase is accessible to all. Metabase is a self-service business intelligence software and it is a BI tool with a friendly UX and integrated tooling to let your company explore data on its own. Metabase is the easy, open-source way for everyone in your company to ask questions and learn from data. Metabase is an open-source business intelligence tool that lets you create charts and dashboards using data from a variety of databases and data sources. It generally assists users to create charts and dashboards from their databases.

Start analyzing your Metabase data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your Metabase data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your Redshift needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to Redshift.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when Redshift has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About Redshift

A fully managed data warehouse service in the Amazon Web Services (AWS) cloud, Amazon Redshift is designed for storage and analysis of large-scale datasets. Redshift allows businesses to scale from a few hundred gigabytes to more than a petabyte (a million gigabytes), and utilizes ML techniques to analyze queries, offering businesses new insights from their data. Users can query and combine exabytes of data using standard SQL, and easily save their query results to their S3 data lake.

Why choose Airbyte for your Metabase and Redshift data integration.

Airbyte is the new open-source ETL platform, and enables you to replicate your Metabase data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your

Metabase

account and destination, and your new

Metabase

data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source

Metabase

ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.