{"id":8714,"date":"2021-05-29T08:01:28","date_gmt":"2021-05-29T08:01:28","guid":{"rendered":"https:\/\/prwatech.in\/blog\/?p=8714"},"modified":"2024-03-19T10:30:25","modified_gmt":"2024-03-19T10:30:25","slug":"adding-local-file-into-big-query","status":"publish","type":"post","link":"https:\/\/prwatech.in\/blog\/google-cloud-platform\/bigquery\/adding-local-file-into-big-query\/","title":{"rendered":"Adding Local File into Big Query"},"content":{"rendered":"\r\n<h2><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Uploading local files to BigQuery alternatives&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:513,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0}\">Uploading local files to BigQuery alternatives<\/span><\/h2>\r\n<p>Integrating local files into BigQuery represents a vital aspect of expanding data accessibility and leveraging the platform&#8217;s analytical capabilities. This introduction will elucidate the process of seamlessly incorporating local files into BigQuery, elucidating the methods, considerations, and advantages inherent in this operation.<\/p>\r\n<p>While BigQuery excels in processing vast datasets stored in Google Cloud Storage or other cloud-based repositories, there are scenarios where local files, residing within an organization&#8217;s infrastructure or on individual workstations, contain valuable data that warrants inclusion in analytical workflows.<\/p>\r\n<p>The process of adding local files into BigQuery involves a few essential steps, such as preparing the data in a compatible format, uploading it to Google Cloud Storage, and then utilizing BigQuery&#8217;s native capabilities to ingest the data into its tables. Supported file formats include CSV, JSON, Avro, Parquet, and more, ensuring flexibility and compatibility with various data sources.<\/p>\r\n<h3><strong>Prerequisites<\/strong><\/h3>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.prwatech.com\/course\/gcptraining\" target=\"_blank\" rel=\"noreferrer noopener\" data-type=\"URL\" data-id=\"https:\/\/www.prwatech.com\/course\/gcptraining\">GCP<\/a> account<\/p>\r\n\r\n\r\n\r\n<p>Open Console.<\/p>\r\n\r\n\r\n\r\n<p>Open Menu &gt; <a href=\"https:\/\/prwatech.in\/blog\/google-cloud-platform\/bigquery\/\" target=\"_blank\" rel=\"noreferrer noopener\" data-type=\"URL\" data-id=\"https:\/\/prwatech.in\/blog\/google-cloud-platform\/bigquery\/\">Bigquery<\/a> &gt; SQL Workspace<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"441\" height=\"387\" class=\"wp-image-8715\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-108.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-108.png 441w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-108-300x263.png 300w\" sizes=\"auto, (max-width: 441px) 100vw, 441px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>In Resources, select your project.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"308\" height=\"304\" class=\"wp-image-8716\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-109.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-109.png 308w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-109-300x296.png 300w\" sizes=\"auto, (max-width: 308px) 100vw, 308px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>Click on Create\u00a0 Dataset<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"361\" height=\"129\" class=\"wp-image-8717\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-110.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-110.png 361w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-110-300x107.png 300w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>Give the name for Dataset. Rest of it no need to change.<\/p>\r\n\r\n\r\n\r\n<p>Click Create Dataset.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"482\" height=\"459\" class=\"wp-image-8718\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-111.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-111.png 482w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-111-300x286.png 300w\" sizes=\"auto, (max-width: 482px) 100vw, 482px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>The dataset will be created.<\/p>\r\n\r\n\r\n\r\n<p>Download one file by pressing the below link.<\/p>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/storage.googleapis.com\/cloud-training\/OCBL013\/nyc_tlc_yellow_trips_2018_subset_1.csv\">https:\/\/storage.googleapis.com\/cloud-training\/OCBL013\/nyc_tlc_yellow_trips_2018_subset_1.csv<\/a><\/p>\r\n\r\n\r\n\r\n<p>In the created dataset, click create Table.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"628\" height=\"135\" class=\"wp-image-8719\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-112.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-112.png 628w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-112-300x64.png 300w\" sizes=\"auto, (max-width: 628px) 100vw, 628px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>Choose the source as upload.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"271\" height=\"191\" class=\"wp-image-8720\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-113.png\" alt=\"\" \/><\/figure>\r\n\r\n\r\n\r\n<p>Click Browse and choose the downloaded file.<\/p>\r\n\r\n\r\n\r\n<p>It will automatically detect the file format. If not, select it as CSV<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"628\" height=\"105\" class=\"wp-image-8721\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-114.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-114.png 628w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-114-300x50.png 300w\" sizes=\"auto, (max-width: 628px) 100vw, 628px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>Give the Project name and Dataset name. Usually it will be auto filled.<\/p>\r\n\r\n\r\n\r\n<p>Give the table name.<\/p>\r\n\r\n\r\n\r\n<p>Tick the Auto Detect Schema. Click Create table.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"574\" height=\"641\" class=\"wp-image-8722\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-115.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-115.png 574w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-115-269x300.png 269w\" sizes=\"auto, (max-width: 574px) 100vw, 574px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>It will create the table with the downloaded file content.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"440\" height=\"427\" class=\"wp-image-8723\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-116.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-116.png 440w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-116-300x291.png 300w\" sizes=\"auto, (max-width: 440px) 100vw, 440px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>Paste the below query in query editor.<\/p>\r\n\r\n\r\n\r\n<p>SELECT<\/p>\r\n\r\n\r\n\r\n<p>\u00a0\u00a0\u00a0\u00a0 *<\/p>\r\n\r\n\r\n\r\n<p>FROM<\/p>\r\n\r\n\r\n\r\n<p>\u00a0\u00a0\u00a0\u00a0 nyc_taxi.2018_trips<\/p>\r\n\r\n\r\n\r\n<p>ORDER BY<\/p>\r\n\r\n\r\n\r\n<p>\u00a0\u00a0\u00a0\u00a0 fare_amount DESC<\/p>\r\n\r\n\r\n\r\n<p>LIMIT<\/p>\r\n\r\n\r\n\r\n<p>\u00a0\u00a0\u00a0\u00a0 10<\/p>\r\n\r\n\r\n\r\n<p>And Click run. It will give the output in query results.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"479\" height=\"678\" class=\"wp-image-8724\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-117.png\" alt=\"\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-117.png 479w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2021\/05\/image-117-212x300.png 212w\" sizes=\"auto, (max-width: 479px) 100vw, 479px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>&nbsp;<\/p>\r\n<p><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Uploading local files to BigQuery alternatives&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:513,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0}\">Uploading local files to BigQuery alternatives<\/span><\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Uploading local files to BigQuery alternatives Integrating local files into BigQuery represents a vital aspect of expanding data accessibility and leveraging the platform&#8217;s analytical capabilities. This introduction will elucidate the process of seamlessly incorporating local files into BigQuery, elucidating the methods, considerations, and advantages inherent in this operation. While BigQuery excels in processing vast datasets [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1632,1],"tags":[728,1401,1403,732,1402,605,729,699,700,1399,984,735,617,683,684,685,611,1400,692],"class_list":["post-8714","post","type-post","status-publish","format-standard","hentry","category-bigquery","category-google-cloud-platform","tag-bigquery","tag-bigquery-console","tag-bigquery-documentation","tag-bigquery-sql","tag-bigquery-tutorial","tag-gcp","tag-gcp-bigquery","tag-gcp-certification","tag-gcp-cloud-console","tag-gcp-console","tag-gcp-course","tag-google-bigquery","tag-google-cloud","tag-google-cloud-certification","tag-google-cloud-console","tag-google-cloud-courses","tag-google-cloud-platform","tag-google-cloud-platform-tutorial","tag-google-cloud-training"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.7 - 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