Connectors

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S3 Glue

Data replication

Connect S3 Glue with any data sources.

S3 Glue is a server less, salable data integration service that makes it easier to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and application development. It provides all the capabilities required for data integration, so you can get insights and put your data to use in minutes instead of months. With S3 Glue, there is no infrastructure to set up or manage. You can pay only for the resources consumed while your jobs are continuing.

  • Standard
  • Alpha
Load data into S3 GlueRead the docs
S3 Glue

One connector

Everything S3 Glue can do in Airbyte

  • Load from any source

    Move data into S3 Glue from 600+ Airbyte sources on a schedule you control.

    Load from any source

    Move data into S3 Glue from 600+ Airbyte sources on a schedule you control.

  • Cloud or self-hosted

    Run the S3 Glue connector on Self-Managed Enterprise.

    Cloud or self-hosted

    Run the S3 Glue connector on Self-Managed Enterprise.

Specifications

What to know before you load into S3 Glue

  • Support levelStandard
  • Available onSelf-Managed Enterprise
  • Connector version0.1.11
  • Release stageAlpha

Sync capabilities

  • Sources600+ Airbyte connectors

Set up in 10 steps

  1. Log in to your Airbyte account and navigate to the "Destinations" tab.
  2. Click on "Add Destination" and select "S3 Glue" from the list of available connectors.
  3. Enter your AWS access key ID and secret access key in the appropriate fields.
  4. Select the AWS region where you want to store your data.
  5. Enter the name of the S3 bucket where you want to store your data.
  6. Choose the format in which you want to store your data (e.g. CSV, JSON, Parquet).
  7. Enter the prefix for your data files (e.g. "mydata/").
  8. Choose whether you want to compress your data files (e.g. Gzip).
  9. Click on "Test Connection" to ensure that Airbyte can connect to your S3 Glue destination.
  10. If the connection is successful, click on "Save" to save your S3 Glue destination configuration.

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Common questions

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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.

S3 Glue provides access to a wide range of data types, including: Structured data (organized into tables with defined columns and data types, such as CSV, JSON, and Avro files); Semi-structured data (some structure, but not necessarily a fixed schema, such as XML and JSON files); Unstructured data (no predefined structure, such as text, images, and videos); Time-series data (organized by time, such as stock prices, weather data, and sensor readings); Geospatial data (related to geographic locations, such as maps, GPS coordinates, and spatial databases); Machine learning data (used to train machine learning models, such as labeled datasets and feature vectors); and Streaming data (generated in real-time, such as social media feeds, IoT sensor data, and log files). Overall, S3 Glue's API provides access to a wide range of data types, making it a powerful tool for data analysis and machine learning.

1. Log in to your Airbyte account and navigate to the "Destinations" tab.
2. Click on "Add Destination" and select "S3 Glue" from the list of available connectors.
3. Enter your AWS access key ID and secret access key in the appropriate fields.
4. Select the AWS region where you want to store your data.
5. Enter the name of the S3 bucket where you want to store your data.
6. Choose the format in which you want to store your data (e.g. CSV, JSON, Parquet).
7. Enter the prefix for your data files (e.g. "mydata/").
8. Choose whether you want to compress your data files (e.g. Gzip).
9. Click on "Test Connection" to ensure that Airbyte can connect to your S3 Glue destination.
10. If the connection is successful, click on "Save" to save your S3 Glue destination configuration.

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

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.

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.

Start moving S3 Glue data today

Free for 14 days on Airbyte Cloud. Set up the S3 Glue connector once and let Airbyte keep it in sync.

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