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# ScalarDB Analytics with Spark

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

ScalarDB, as a universal transaction manager, targets mainly transactional workloads and therefore supports limited subsets of relational queries.

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# Getting Started with Using Go for ScalarDB Cluster

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This document explains how to write gRPC client code for ScalarDB Cluster by using Go.

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# Getting Started with Using Python for ScalarDB Cluster

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This document explains how to write gRPC client code for ScalarDB Cluster by using Python.

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# ScalarDB Cluster gRPC API Guide

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This document describes the ScalarDB Cluster gRPC API.

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# ScalarDB Cluster SQL gRPC API Guide

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This document describes the ScalarDB Cluster SQL gRPC API.

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# How to Deploy ScalarDB Cluster Locally

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This guide provides instructions on how to deploy ScalarDB Cluster by using a Helm Chart on a local Kubernetes cluster, specifically designed for a test environment.

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import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

Instead of setting up a Kubernetes cluster and deploying ScalarDB Cluster on top of it by using a Helm Chart, you can run ScalarDB Cluster in standalone mode, which simplifies development and testing processes. A primary use case for this would be when you want to start ScalarDB Cluster in standalone mode via Docker on your local machine and use it for development and testing.

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# Run Analytical Queries on Sample Data by Using ScalarDB Analytics with Spark

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This tutorial describes how to run analytical queries on sample data by using ScalarDB Analytics with Spark. The source code is available at https://github.com/scalar-labs/scalardb-samples/scalardb-analytics-spark-sample.

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# Sample application of Spring Data JDBC for ScalarDB with Microservice Transactions

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This tutorial describes how to create a sample Spring Boot application for microservice transactions by using Spring Data JDBC for ScalarDB.

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# Sample application of Spring Data JDBC for ScalarDB with Multi-storage Transactions

import WarningLicenseKeyContact from '/src/components/_warning-license-key-contact.mdx';
import WarningLicenseKeyContact from '/src/components/en-us/_warning-license-key-contact.mdx';

This tutorial describes how to create a sample Spring Boot application by using Spring Data JDBC for ScalarDB with Multi-storage Transactions.

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