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<title>Flow PHP - Data Processing Framework</title>
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It offers a unified API for all data sources, including CSV, JSON, XML, Text, Parquet, Avro, Rest API, RDBMS, Elasticsearch / Meilisearch.
Flow not only enables you to process various data sources consistently, but also strives to accurately detect data types and cast them to the appropriate PHP types.">
<meta property="og:description" content="Flow is a PHP-based, strongly typed data processing framework with low memory footprint that can process various data sources consistently.
It offers a unified API for all data sources, including CSV, JSON, XML, Text, Parquet, Avro, Rest API, RDBMS, Elasticsearch / Meilisearch.
Flow not only enables you to process various data sources consistently, but also strives to accurately detect data types and cast them to the appropriate PHP types.">
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It offers a unified API for all data sources, including CSV, JSON, XML, Text, Parquet, Avro, Rest API, RDBMS, Elasticsearch / Meilisearch.
Flow not only enables you to process various data sources consistently, but also strives to accurately detect data types and cast them to the appropriate PHP types.">
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</div>
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<main id="main">
<div class="mx-auto max-w-screen-xl max-lg:text-center px-2 sm:px-4 relative max-lg:py-10 p-[100px]">
<h1 class="font-bold max-sm:text-5xl max-lg:mx-auto text-6xl tracking-wider leading-[70px] max-w-[450px] mb-8 z-10">UNIFIED DATA PROCESSING FRAMEWORK</h1>
<code class="w-fit py-2 px-3 before:content-['$'] before:mr-2 bg-orange-100 rounded"><span id="command">composer require flow-php/etl ^0.10.0</span><button class="ml-2 [&.copied]:after:content-['Copied!'] after:absolute after:translate-x-6 select-none" title="copy command" data-clipboard-target="#command" data-controller="clipboard"><img src="https://flow-php.com/assets/images/icons/copy-c890d86c179d4c56059b8a0e9c88cd23.svg" alt="copy command" width="20" height="20" class="inline"></button></code><p class="mt-5"><a class="text-white" href="https://flow-php.com/changelog">Changelog</a></p> <img src="https://flow-php.com/assets/images/elephant-4b2eb8a559db8a8a34bb8d10d5df26d3.svg" alt="elephant" width="720" class="max-lg:hidden absolute right-0 top-0">
</div>
<div class="bg-blue-200">
<div class="mx-auto max-w-screen-xl max-sm:px-2 py-4 flex flex-wrap sm:flex-nowrap items-start text-center lg:pr-[550px]">
<div class="basis-2/5 sm:basis-1/3">
<img src="https://flow-php.com/assets/images/icons/extract-733c1cf43ee630c5056b7d09e9406522.svg" alt="extract" width="64" height="64" class="inline">
<h2 class="my-2 text-2xl font-semibold tracking-wide">Extracts</h2>
<p>Read from various data sources.</p>
</div>
<span class="basis-1/5 self-center sm:flex-none sm:mx-2">
<img src="https://flow-php.com/assets/images/icons/arrow-right-e59f98fecacd3a460302167440c20248.svg" alt="arrow" width="32" height="32" class="mx-auto">
</span>
<div class="basis-2/5 sm:basis-1/3">
<img src="https://flow-php.com/assets/images/icons/transform-0c0a9fd75cc66af8420fe905a301e543.svg" alt="transform" width="64" height="64" class="inline">
<h2 class="my-2 text-2xl font-semibold tracking-wide">Transforms</h2>
<p>Shape and optimize for your needs.</p>
</div>
<span class="basis-2/5 self-center ml-auto mt-6 sm:flex-none sm:my-0 sm:mx-2">
<img src="https://flow-php.com/assets/images/icons/arrow-right-e59f98fecacd3a460302167440c20248.svg" alt="arrow" width="32" height="32" class="max-sm:rotate-[135deg]">
</span>
<div class="basis-full sm:basis-1/3">
<img src="https://flow-php.com/assets/images/icons/load-9d1ae77f76eb4e7003f46be915c17949.svg" alt="load" width="64" height="64" class="inline">
<h2 class="my-2 text-2xl font-semibold tracking-wide">Loads</h2>
<p>Store and secure in one of many available data sinks.</p>
</div>
</div>
</div>
<div class="pt-10 pb-5 px-2 sm:px-4 mx-auto max-w-screen-xl" data-hx-boost="true">
<h2 class="mb-4 text-2xl font-semibold tracking-wide">Examples:</h2>
<nav class="font-medium text-center bg-orange-100 rounded">
<ul class="flex whitespace-nowrap overflow-auto justify-between">
<li class="grow">
<a href="/data_reading/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Data reading
</a>
</li>
<li class="grow">
<a href="/data_writing/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Data writing
</a>
</li>
<li class="grow">
<a href="/data_frame/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Data frame
</a>
</li>
<li class="grow">
<a href="/transformations/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Transformations
</a>
</li>
<li class="grow">
<a href="/filesystem/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Filesystem
</a>
</li>
<li class="grow">
<a href="/schema/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Schema
</a>
</li>
<li class="grow">
<a href="/partitioning/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Partitioning
</a>
</li>
<li class="grow">
<a href="/join/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Join
</a>
</li>
<li class="grow">
<a href="/aggregations/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Aggregations
</a>
</li>
<li class="grow">
<a href="/window_functions/#example" class="inline-block leading-10 px-4 py-2 w-full [&.active]:bg-orange-300 rounded">
Window functions
</a>
</li>
</ul>
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<div class="flex flex-wrap -mx-2 mb-10 lg:mb-20 px-4 items-center">
<div class="w-full lg:w-2/3 px-2">
<section class="shadow-2xl shadow-gray rounded border-gray border-2 p-4 rounded">
<img src="https://flow-php.com/assets/images/icons/tools-08f26d8f68dd6769d8c8101d767320d7.svg" width="32" height="32" alt="feature" class="inline mr-2 bg-blue-100 p-1 -mt-4 rounded">
<h2 class="inline text-4xl">Data Processing Made Easy</h2>
<hr class="text-blue-100 my-4 border-t-2 rounded">
<p class="mb-2">
One of the most significant challenges in data processing lies in maintaining consistency, particularly in languages as flexible as PHP.
Instead of creating custom code for each dataset or integration, Flow PHP offers a uniform API for all data sources.
</p>
<p class="mb-2">
Whether you’re dealing with a CSV file or consuming data from a REST API, Flow ensures consistency by offering a uniform API for all data sources.
</p>
<p class="mb-2">
It will not only make your codebase more consistent but also ensure that your system processes data in a memory-efficient way out of the box.
</p>
</section>
</div>
<div class="w-full lg:w-1/3 px-2 hidden lg:block">
<div class="text-center">
<img src="https://flow-php.com/assets/images/icons/data-flow-d4022509119b01127862567c775fe91c.svg" alt="extract" width="128" height="128" class="inline mb-4">
<h2 class="mt-5 text-4xl">Framework</h2>
</div>
</div>
</div>
<div class="flex flex-wrap -mx-2 mb-10 lg:mb-20 px-4 items-center">
<div class="w-full lg:w-1/3 px-2 text-center hidden lg:block">
<div class="p-4 bg-gray-300">
<img src="https://flow-php.com/assets/images/icons/api-3b7da1dc4175c5bfff3f32472d84b0ca.svg" alt="extract" width="128" height="128" class="inline mb-4">
<h2 class="mt-5 text-4xl">API</h2>
</div>
</div>
<div class="w-full lg:w-2/3 px-2">
<section class="shadow-2xl shadow-gray rounded border-gray border-2 p-4 rounded">
<img src="https://flow-php.com/assets/images/icons/tools-08f26d8f68dd6769d8c8101d767320d7.svg" width="32" height="32" alt="feature" class="inline mr-2 bg-blue-100 p-1 -mt-4 rounded">
<h2 class="inline text-4xl">Unified, Strongly Typed API</h2>
<hr class="text-blue-100 my-4 border-t-2 rounded">
<p class="mb-2">
Flow PHP offers a unified, strongly typed API for all data sources, including:
</p>
<ul class="flex flex-wrap items-center mb-2">
<li class="mr-2">CSV,</li>
<li class="mr-2">Json,</li>
<li class="mr-2">XML,</li>
<li class="mr-2">Text,</li>
<li class="mr-2">Parquet,</li>
<li class="mr-2">Avro,</li>
<li class="mr-2">Rest API,</li>
<li class="mr-2">RDBMS,</li>
<li class="mr-2">Elasticsearch / Meilisearch</li>
</ul>
<p class="mb-2">
Flow not only enables you to process various data sources consistently, but also strives to accurately
detect data types and cast them to the appropriate PHP types.
</p>
<p>
Even when reading schemaless formats like CSV, Flow allows you to either predefine the schema
according to which it will cast the data, or it will attempt to infer the schema from the data itself.
</p>
</section>
</div>
</div>
<div class="flex flex-wrap -mx-2 mb-10 lg:mb-20 px-4 items-center">
<div class="w-full lg:w-2/3 px-2">
<section class="shadow-2xl shadow-gray rounded border-gray border-2 p-4 rounded">
<img src="https://flow-php.com/assets/images/icons/tools-08f26d8f68dd6769d8c8101d767320d7.svg" width="32" height="32" alt="feature" class="inline mr-2 bg-blue-100 p-1 -mt-4 rounded">
<h2 class="inline text-4xl">Consistent Memory Consumption</h2>
<hr class="text-blue-100 my-4 border-t-2 rounded">
<p class="mb-2">
Processing large datasets is no easy task, especially without dedicated tools.
The most common solution is to read datasets in chunks and process them one by one.
</p>
<p class="mb-2">
But unfortunately, it sounds easier than it is. The most common problem is lack of unified
API for all data sources and memory management. Flow PHP solves this problem for you.
</p>
<p class="mb-2">
All of this is possible thanks to the Flow PHP architecture based on generators and iterators.
This approach enables you to process large datasets even on small machines.
</p>
</section>
</div>
<div class="w-full lg:w-1/3 px-2 hidden lg:block">
<div class="text-center">
<img src="https://flow-php.com/assets/images/icons/chart-bar-57b02db3c75697315eddf1dd153ea921.svg" alt="extract" width="128" height="128" class="inline mb-4">
<h2 class="mt-5 text-4xl">Memory Management</h2>
</div>
</div>
</div>
</div>
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<section class="mx-auto max-w-screen-xl sm:flex justify-between items-center py-6 px-2 sm:px-4">
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<h2 class="text-2xl font-semibold tracking-wide">Contributors</h2>
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Join us on GitHub
<img src="https://flow-php.com/assets/images/icons/external-03423c578ef110d4d4f0083107996af5.svg" alt="external resource" width="16" height="16" class="ml-1">
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