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<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass("fixedPosition")}function openMenu(){addPlaceholder(),blockScroll()}</script><div class="clearfix container-main-content"><div class="section-nav closed" data-offset-top=90 data-offset-bottom=500><span class="section-nav-back glyphicon glyphicon-menu-left"></span><nav><ul class=section-nav-list data-section-nav></ul></nav></div><nav class="page-nav clearfix" data-offset-top=90 data-offset-bottom=500><nav id=TableOfContents><ul><li><a href=#read>Read</a><ul><li><a href=#what-is-the-estimated-cost-to-read-from-bigquery>What is the estimated cost to read from BigQuery?</a></li><li><a href=#how-has-various-metrics-changed-when-reading-from-bigquery-for-different-beam-sdk-versions>How has various metrics changed when reading from BigQuery for different Beam SDK versions?</a></li><li><a href=#how-has-various-metrics-changed-over-time-when-reading-from-bigquery>How has various metrics changed over time when reading from BigQuery?</a></li></ul></li><li><a href=#write>Write</a><ul><li><a href=#what-is-the-estimated-cost-to-write-to-bigquery>What is the estimated cost to write to BigQuery?</a></li><li><a href=#how-has-various-metrics-changed-when-writing-to-bigquery-for-different-beam-sdk-versions>How has various metrics changed when writing to BigQuery for different Beam SDK versions?</a></li><li><a href=#how-has-various-metrics-changed-over-time-when-writing-to-bigquery>How has various metrics changed over time when writing to BigQuery?</a></li></ul></li></ul></nav></nav><div class="body__contained body__section-nav arrow-list arrow-list--no-mt"><h1 id=bigquery-performance>BigQuery Performance</h1><p>The following graphs show various metrics when reading from and writing to
BigQuery. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigquery>What is the estimated cost to read from BigQuery?</h3><div><h4>Runtime and Estimated Cost by Test Name</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/30/nwQxvsnQFdBPTk27pZYxjcGNm2rRfNJk.png alt="Runtime and Estimated Cost by Test Name"></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-bigquery-for-different-beam-sdk-versions>How has various metrics changed when reading from BigQuery for different Beam SDK versions?</h3><div><h4>AvgOutputThroughputBytesPerSec by Version</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/30/SghzxqjMb5QQwgZn7yHw4MnpGXBgXQft.png alt="AvgOutputThroughputBytesPerSec by Version"></div><h4>AvgOutputThroughputElementsPerSec by Version</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/30/QT6X4GTCnxxykSZ7tpXyBfBFCKMgdzs7.png alt="AvgOutputThroughputElementsPerSec by Version"></div></div><h3 id=how-has-various-metrics-changed-over-time-when-reading-from-bigquery>How has various metrics changed over time when reading from BigQuery?</h3><div><h4>AvgOutputThroughputBytesPerSec by Date</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/30/7QKbMmgT5NgPH6RsDfVQmKMdjJysS37x.png alt="AvgOutputThroughputBytesPerSec by Date"></div><h4>AvgOutputThroughputElementsPerSec by Date</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/30/hSqCyCkHkh4whNZSpdVFwB8ksPWrbScb.png alt="AvgOutputThroughputElementsPerSec by Date"></div></div><h2 id=write>Write</h2><h3 id=what-is-the-estimated-cost-to-write-to-bigquery>What is the estimated cost to write to BigQuery?</h3><div><h4>Write BigQuery RunTime and EstimatedCost</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/31/sHyRfwCfGCPqSwsTWXSsxfbHKH5hXjzc.png alt="Write BigQuery RunTime and EstimatedCost"></div></div><h3 id=how-has-various-metrics-changed-when-writing-to-bigquery-for-different-beam-sdk-versions>How has various metrics changed when writing to BigQuery for different Beam SDK versions?</h3><div><h4>AvgInputThroughputBytesPerSec by Version</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/31/Q6QvktyfSFrSPq4TSDgQQyV9jttjwQJp.png alt="AvgInputThroughputBytesPerSec by Version"></div><h4>AvgInputThroughputElementsPerSec by Version</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/31/ktfyZ7Th8yRFFwWgb4WSxngBpmSfz8xh.png alt="AvgInputThroughputElementsPerSec by Version"></div></div><h3 id=how-has-various-metrics-changed-over-time-when-writing-to-bigquery>How has various metrics changed over time when writing to BigQuery?</h3><div><h4>AvgInputThroughputBytesPerSec by Date</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/31/p2qnxS58WdWdZTzJhXfSbkhxGyDXMYfY.png alt="AvgInputThroughputBytesPerSec by Date"></div><h4>AvgInputThroughputElementsPerSec by Date</h4><div class=performance><img src=https://storage.googleapis.com/public_looker_explores_us_a3853f40/31/Bmg6sv8XPtcn3cGtgPtKP26Zj4cyd2XK.png alt="AvgInputThroughputElementsPerSec by Date"></div></div><div class=feedback><p class=update>Last updated on 2024/05/03</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? 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