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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 Functions Python Samples\u003c/h1\u003e\u003ca id=\"user-content-google-cloud-functions-python-samples\" class=\"anchor\" aria-label=\"Permalink: Google Cloud Functions Python Samples\" href=\"#google-cloud-functions-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\u003ca href=\"https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/GoogleCloudPlatform/python-docs-samples\u0026amp;page=editor\u0026amp;open_in_editor=/README.rst\" rel=\"nofollow\"\u003e\u003cimg alt=\"https://gstatic.com/cloudssh/images/open-btn.png\" src=\"https://camo.githubusercontent.com/4a90a81ab53e8d5a47b14891b795bb509a19a10c63100aa97e8bc8f1ab7426db/68747470733a2f2f677374617469632e636f6d2f636c6f75647373682f696d616765732f6f70656e2d62746e2e706e67\" data-canonical-src=\"https://gstatic.com/cloudssh/images/open-btn.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003cp dir=\"auto\"\u003eThis directory contains samples for Google Cloud Functions. \u003ca href=\"https://cloud.google.com/functions/docs/\" rel=\"nofollow\"\u003eCloud Functions\u003c/a\u003e is a lightweight, event-based, asynchronous compute solution that allows you to create small, single-purpose functions that respond to Cloud events without the need to manage a server or a runtime environment.\u003c/p\u003e\n\u003ca name=\"user-content-setup\"\u003e\u003c/a\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\u003ca name=\"user-content-authentication\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eAuthentication\u003c/h3\u003e\u003ca id=\"user-content-authentication\" class=\"anchor\" aria-label=\"Permalink: Authentication\" href=\"#authentication\"\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\"\u003eThis sample requires you to have authentication setup. Refer to the\n\u003ca href=\"https://cloud.google.com/docs/authentication/getting-started\" rel=\"nofollow\"\u003eAuthentication Getting Started Guide\u003c/a\u003e for instructions on setting up\ncredentials for applications.\u003c/p\u003e\n\u003ca name=\"user-content-install-dependencies\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eInstall Dependencies\u003c/h3\u003e\u003ca id=\"user-content-install-dependencies\" class=\"anchor\" aria-label=\"Permalink: Install Dependencies\" href=\"#install-dependencies\"\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\u003eInstall \u003ca href=\"https://pip.pypa.io/\" rel=\"nofollow\"\u003epip\u003c/a\u003e and \u003ca href=\"https://virtualenv.pypa.io/\" rel=\"nofollow\"\u003evirtualenv\u003c/a\u003e if you do not already have them. You may want to refer to the \u003ca href=\"https://cloud.google.com/python/setup\" rel=\"nofollow\"\u003ePython Development Environment Setup Guide\u003c/a\u003e for Google Cloud Platform for instructions.\u003c/li\u003e\n\u003c/ol\u003e\n\u003cblockquote\u003e\n\u003c/blockquote\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003eCreate a virtualenv. Samples are compatible with Python 2.7 and 3.4+.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ virtualenv env\n$ source env/bin/activate\"\u003e\u003cpre\u003e$ virtualenv env\n$ \u003cspan class=\"pl-c1\"\u003esource\u003c/span\u003e env/bin/activate\u003c/pre\u003e\u003c/div\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cp dir=\"auto\"\u003eInstall the dependencies needed to run the samples.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ pip install -r requirements.txt\"\u003e\u003cpre\u003e$ pip install -r requirements.txt\u003c/pre\u003e\u003c/div\u003e\n\u003c/blockquote\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n\u003ca name=\"user-content-samples\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSamples\u003c/h2\u003e\u003ca id=\"user-content-samples\" class=\"anchor\" aria-label=\"Permalink: Samples\" href=\"#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\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"/anmapie/python-docs-samples/blob/master/functions/helloworld\"\u003eHello World\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/anmapie/python-docs-samples/blob/master/functions/concepts\"\u003eConcepts\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/anmapie/python-docs-samples/blob/master/functions/log\"\u003eLogging \u0026amp; Monitoring\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"/anmapie/python-docs-samples/blob/master/functions/tips\"\u003eTips\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ca name=\"user-content-the-client-library\"\u003e\u003c/a\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eThe client library\u003c/h2\u003e\u003ca id=\"user-content-the-client-library\" class=\"anchor\" aria-label=\"Permalink: The client library\" href=\"#the-client-library\"\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\"\u003eThis sample uses the \u003ca href=\"https://googlecloudplatform.github.io/google-cloud-python/\" rel=\"nofollow\"\u003eGoogle Cloud Client Library for Python\u003c/a\u003e.\nYou can read the documentation for more details on API usage and use GitHub\nto \u003ca href=\"https://github.com/GoogleCloudPlatform/google-cloud-python\"\u003ebrowse the source\u003c/a\u003e and \u003ca href=\"https://github.com/GoogleCloudPlatform/google-cloud-python/issues\"\u003ereport issues\u003c/a\u003e.\u003c/p\u003e\n\n\u003c/article\u003e","errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"Google Cloud Functions Python Samples","anchor":"google-cloud-functions-python-samples","htmlText":"Google Cloud Functions Python Samples"},{"level":2,"text":"Setup","anchor":"setup","htmlText":"Setup"},{"level":3,"text":"Authentication","anchor":"authentication","htmlText":"Authentication"},{"level":3,"text":"Install Dependencies","anchor":"install-dependencies","htmlText":"Install Dependencies"},{"level":2,"text":"Samples","anchor":"samples","htmlText":"Samples"},{"level":2,"text":"The client library","anchor":"the-client-library","htmlText":"The client 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