---
title: "Integrations"
slug: "dev-datastore-integrations"
updated: 2026-10-28T02:15:22Z
published: 2026-10-28T02:15:22Z
canonical: "docs.vastdata.com/dev-datastore-integrations"
---

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.vastdata.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

Settings for the clients and tools that reach VAST S3. Start with Python clients for boto3, s3fs and PyArrow; use Spark and Hadoop for S3A jobs, and AWS CLI, s3cmd and rclone for the command line.

- **[Python clients](/develop/docs/dev-datastore-integrations-python)**: Configure boto3, s3fs (for pandas and Dask) and PyArrow's S3FileSystem for a VAST S3 endpoint, including HTTPS certificates.
- **[Spark and Hadoop](/develop/docs/dev-datastore-integrations-spark-and-hadoop)**: Configure Hadoop's S3A connector for a VAST endpoint, tune its throughput, and commit Spark job output safely without atomic renames.
- **[AWS CLI, s3cmd and rclone](/develop/docs/dev-datastore-integrations-aws-cli-and-tools)**: The endpoint configuration that AWS CLI, s3cmd and rclone each need to move data to and from VAST S3.