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    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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    <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 ~0.32.0</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="/assets/images/icons/copy-989b160d0097e8acebf8e18e3d2838c6.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><a class="text-white ml-4" href="https://flow-php.com/blog/2025-03-16/flow-php-release-cycle">Release Cycle</a></p><p class="mt-4"><a class="py-2 px-4 bg-orange-100 rounded font-semibold hover:bg-orange-200 transition-colors whitespace-nowrap text-white" href="/playground"><img src="/assets/images/icons/play-b3d8bbbafaea96f437f51fa0a5041e8f.svg" alt="play" width="20" height="20" class="mr-2 inline-block">
                Try Playground
            </a></p>    <img src="/assets/images/elephant-4b2eb8a559db8a8a34bb8d10d5df26d3.svg" alt="elephant" width="720" class="max-lg:hidden absolute right-0 top-0">
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            <img src="/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>
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                    <img src="/assets/images/icons/arrow-right-e59f98fecacd3a460302167440c20248.svg" alt="arrow" width="32" height="32" class="mx-auto">
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            <h2 class="my-2 text-2xl font-semibold tracking-wide">Transforms</h2>
            <p>Shape and optimize for your needs.</p>
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            <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>
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            <div class="pt-10 pb-5 px-2 sm:px-4 mx-auto max-w-screen-2xl">
        <h2 class="mb-4 text-2xl font-semibold tracking-wide">Examples:</h2>
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                        <a href="/data_frame/data_reading/array/#example" class="inline-block leading-10 px-4 py-2 w-full hover:bg-orange-300 rounded">
                            Data frame
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                            Schema
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                            Aggregations
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                            Partitioning
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                    <h2 class="inline text-4xl">Data Processing Made Easy</h2>
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                    <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>
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                        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.
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                    <h2 class="mt-5 text-4xl">Framework</h2>
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                    <h2 class="mt-5 text-4xl">API</h2>
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                    <h2 class="inline text-4xl">Unified, Strongly Typed API</h2>
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                        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>
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                    <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>
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