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class=\"markdown-body entry-content container-lg\" itemprop=\"text\"\u003e\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eGoogle Cloud Platform Python Samples\u003c/h1\u003e\u003ca id=\"user-content-google-cloud-platform-python-samples\" class=\"anchor\" aria-label=\"Permalink: Google Cloud Platform Python Samples\" href=\"#google-cloud-platform-python-samples\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePython samples for \u003ca href=\"https://cloud.google.com/\" rel=\"nofollow\"\u003eGoogle Cloud Platform products\u003c/a\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-2.7.html\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/7f201d63597a471b5c451e8b5d17f333e69b09a32fc5a212c088524c65b70bbe/68747470733a2f2f73746f726167652e676f6f676c65617069732e636f6d2f636c6f75642d64657672656c2d7075626c69632f707974686f6e2d646f63732d73616d706c65732f6261646765732f70792d322e372e737667\" alt=\"Build Status\" data-canonical-src=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-2.7.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-3.8.html\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/4996214c7f4d91a880cb482e03a75830a97ea744f9f1cfe18ca2f6af9532e916/68747470733a2f2f73746f726167652e676f6f676c65617069732e636f6d2f636c6f75642d64657672656c2d7075626c69632f707974686f6e2d646f63732d73616d706c65732f6261646765732f70792d332e382e737667\" alt=\"Build Status\" data-canonical-src=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-3.8.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-3.9.html\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/30b9b00948c4f2484cf9227e7937a4ff5db851b1db5cfcb5b917218b20123a1c/68747470733a2f2f73746f726167652e676f6f676c65617069732e636f6d2f636c6f75642d64657672656c2d7075626c69632f707974686f6e2d646f63732d73616d706c65732f6261646765732f70792d332e392e737667\" alt=\"Build Status\" data-canonical-src=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-3.9.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-3.10.html\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/e5749fe0241c403ce3bd971f0efd66bed80d7f75acb7ea9d0b9f17ab87d203ff/68747470733a2f2f73746f726167652e676f6f676c65617069732e636f6d2f636c6f75642d64657672656c2d7075626c69632f707974686f6e2d646f63732d73616d706c65732f6261646765732f70792d3331302e737667\" alt=\"Build Status\" data-canonical-src=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-310.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-3.11.html\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/1968157052609ca2923e4aa5ba4679cd252dfdf10714a8eec35de2c48867148b/68747470733a2f2f73746f726167652e676f6f676c65617069732e636f6d2f636c6f75642d64657672656c2d7075626c69632f707974686f6e2d646f63732d73616d706c65732f6261646765732f70792d3331312e737667\" alt=\"Build Status\" data-canonical-src=\"https://storage.googleapis.com/cloud-devrel-public/python-docs-samples/badges/py-311.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eGoogle Cloud Samples\u003c/h2\u003e\u003ca id=\"user-content-google-cloud-samples\" class=\"anchor\" aria-label=\"Permalink: Google Cloud Samples\" href=\"#google-cloud-samples\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCheck out some of the samples found on this repository on the \u003ca href=\"https://cloud.google.com/docs/samples?l=python\" rel=\"nofollow\"\u003eGoogle Cloud Samples\u003c/a\u003e page.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSetup\u003c/h2\u003e\u003ca id=\"user-content-setup\" class=\"anchor\" aria-label=\"Permalink: Setup\" href=\"#setup\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eInstall \u003ca href=\"https://cloud.google.com/python/setup\" rel=\"nofollow\"\u003e\u003ccode\u003epip\u003c/code\u003e and \u003ccode\u003evirtualenv\u003c/code\u003e\u003c/a\u003e if you do not already have them.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eClone this repository:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"git clone https://github.com/GoogleCloudPlatform/python-docs-samples.git\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003egit clone https://github.com/GoogleCloudPlatform/python-docs-samples.git\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eObtain authentication credentials.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eCreate local credentials by running the following command and following the\noauth2 flow (read more about the command \u003ca href=\"https://cloud.google.com/sdk/gcloud/reference/beta/auth/application-default/login\" rel=\"nofollow\"\u003ehere\u003c/a\u003e):\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"gcloud auth application-default login\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003egcloud auth application-default login\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eRead more about \u003ca href=\"https://cloud.google.com/docs/authentication#projects_and_resources\" rel=\"nofollow\"\u003eGoogle Cloud Platform Authentication\u003c/a\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHow to run a sample\u003c/h2\u003e\u003ca id=\"user-content-how-to-run-a-sample\" class=\"anchor\" aria-label=\"Permalink: How to run a sample\" href=\"#how-to-run-a-sample\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eChange directory to one of the sample folders, e.g. \u003ccode\u003elogging/cloud-client\u003c/code\u003e:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"cd logging/cloud-client/\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003ecd logging/cloud-client/\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eCreate a virtualenv. Samples are compatible with Python 3.6+.\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"python3 -m venv env\nsource env/bin/activate\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003epython3 -m venv env\nsource env/bin/activate\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eInstall the dependencies needed to run the samples.\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"pip install -r requirements.txt\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003epip install -r requirements.txt\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eRun the sample:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"python snippets.py\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003epython snippets.py\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContributing\u003c/h2\u003e\u003ca id=\"user-content-contributing\" class=\"anchor\" aria-label=\"Permalink: Contributing\" href=\"#contributing\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eContributions welcome! See the \u003ca href=\"/amit2014/python-docs-samples/blob/main/CONTRIBUTING.md\"\u003eContributing Guide\u003c/a\u003e.\u003c/p\u003e\n\u003c/article\u003e","errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"Google Cloud Platform Python Samples","anchor":"google-cloud-platform-python-samples","htmlText":"Google Cloud Platform Python Samples"},{"level":2,"text":"Google Cloud Samples","anchor":"google-cloud-samples","htmlText":"Google Cloud Samples"},{"level":2,"text":"Setup","anchor":"setup","htmlText":"Setup"},{"level":2,"text":"How to run a sample","anchor":"how-to-run-a-sample","htmlText":"How to run a 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