Graal Platform Documentation

Graal Platform Documentation

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›How-to guides

Overview

  • What is Graal Platform?
  • Why use our platform?
  • How Graal Platform works?
  • Concepts
  • Jobs & workflows
  • Security

Quickstart

  • Quickstart

Tutorials

  • Get started with Python
  • Get started with Dask
  • Get started with XGBoost
  • Get started with Apache Spark and Maven
  • Get started with Apache PySpark
  • Get started with Apache Beam and Gradle
  • Use the API
  • Using the command line tool (graalctl)
  • Using secrets
  • Migration from Databricks
  • Get started with Tensorflow
  • Get started with Pytorch
  • Get started with Mxnet
  • Setting up the Hadoop bridge
  • Get started with Apache Flink and Maven
  • Get started with Dbt
  • Get started with Pulsar
  • Get started with Apache Spark Streaming Pulsar
  • Get started with Debezium
  • Get started with the SDK

How-to guides

  • Using Graal Platform with Azure Data Factory
  • Publishing your artefacts with Azure DevOps
  • Using Graal Platform with Apache Airflow
  • Publishing your artefacts with Jenkins
  • Spark
  • Network, VPN, gateway and firewall
  • Logs
  • Pricing

Security

  • Overview
  • Comply with requirements
  • Infrastructures under Graal Systems
  • Responsibilities

Troubleshoot & debug

  • Troubleshooting
  • Common issues
  • Debug jobs

Pricing

Graal Platform usage is billed by memory, CPU, GPU and network usage.

Sandboxes

A sandbox is a free space that you can use to see if Graal Platform might suit your team’s needs. During the tenant creation process, specify a trial payment method. Sandboxes have some limitations.

Sandbox limitations

Sandboxes are limited because Graal Platform is a cost-recoverable service. They’re a free trial to help you evaluate whether to purchase Graal Platform. Sandboxes are for testing; they’re suitable for information and applications that require no confidentiality, integrity, or availability. (Don’t put production jobs or production data in sandboxes; that’s not what they’re for.)

Limitations include:

  • Resource usage is capped at 4 GB of memory total, for all the jobs in your tenant combined.
  • You're capped at using a maximum of 10 jobs and 10 workflows, for all the projects in your tenant combined.
  • We periodically delete sandbox contents to ensure that users don't run production applications in sandboxes. Specifically, we clear all sandbox contents 90 days after the first jobs is created. We'll warn you via email five days before clearing out your sandbox.

Beta

The beta environment is reserved only for partners and integrators. Graal Platform can provide tenants on our beta environments. A beta tenant is a free space that you can use to test the newest features.

Beta limitations

Limitations include:

  • Resource usage is capped at 128 GB of memory total, for all the jobs in your tenant combined.
  • You're capped at using a maximum of 100 jobs and 10 workflows, for all the projects in your tenant combined.
  • The beta environments are not guaranteed with our production SLAs
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  • Sandbox limitations
  • Beta limitations
Graal Platform Documentation
Overview
What is Graal Platform?
Quickstart
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