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A Go Task Queue Example
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This example creates an app that displays an HTML form. You enter
a string into the dialog box and click Add
. The app counts the number of times
that you enter any string in this way.
The app does these things:
- When you click
Add
, the form uses an HTTP POST
request to send the string
to the app which is running on App Engine. There the app bundles the string
into a task and sends it to the default queue.
- The queue forwards the task to an included task handler, mapped to the URL
/worker
,
which asynchronously writes the string to a datastore.
- Sending an HTTP
GET
request displays a list of the strings you have entered
and the number of times you haveAdd
ed each string, either by typing it or
by clicking on it in the dropdown box.
To deploy this app to App Engine:
Copy the following into a file named queue.yaml
. This changes the rate at
which tasks will be processed from the default 5 per second to 3 per second.
queue:
- name: default
rate: 3/s
In the same directory, copy the following into a file named as you like (ending in .go
). This is the application code, including the task handler.
In the same directory, copy the following into a file named app.yaml
. This configures your
application for App Engine:
Make sure you have a Google Cloud Platform project with an App Engine app
prepared and that you have initialized and
configured the gcloud
command for that project.
Use the gcloud app deploy
command to deploy the app to App Engine.
See the app in action by using the gcloud app browse
command.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-09-03 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-03 UTC."],[[["\u003cp\u003eThis application counts and displays the number of times a string is entered via an HTML form.\u003c/p\u003e\n"],["\u003cp\u003eWhen a string is added, it's sent to App Engine via an HTTP POST request, bundled into a task, and added to the default queue.\u003c/p\u003e\n"],["\u003cp\u003eThe task queue forwards the task to a worker handler, which then writes the string to a datastore asynchronously.\u003c/p\u003e\n"],["\u003cp\u003eAn HTTP GET request retrieves and displays a list of the entered strings and their corresponding counts.\u003c/p\u003e\n"],["\u003cp\u003eThe application can be deployed to App Engine using specific configuration files and the \u003ccode\u003egcloud\u003c/code\u003e command-line tool.\u003c/p\u003e\n"]]],[],null,["# A Go Task Queue Example\n\nThis example creates an app that displays an HTML form. You enter\na string into the dialog box and click `Add`. The app counts the number of times\nthat you enter any string in this way.\n\nThe app does these things:\n\n- When you click `Add`, the form uses an HTTP `POST`request to send the string to the app which is running on App Engine. There the app bundles the string into a task and sends it to the default queue.\n- The queue forwards the task to an included task handler, mapped to the URL `/worker`, which asynchronously writes the string to a datastore.\n- Sending an HTTP `GET` request displays a list of the strings you have entered and the number of times you have`Add`ed each string, either by typing it or by clicking on it in the dropdown box.\n\nTo deploy this app to App Engine:\n\n1. Copy the following into a file named `queue.yaml`. This changes the rate at\n which tasks will be processed from the default 5 per second to 3 per second.\n\n queue:\n - name: default\n rate: 3/s\n\n2. In the same directory, copy the following into a file named as you like (ending in `.go`). This is the application code, including the task handler.\n\n\n package counter\n\n import (\n \t\"html/template\"\n \t\"net/http\"\n\n \t\"google.golang.org/appengine\"\n \t\"google.golang.org/appengine/datastore\"\n \t\"google.golang.org/appengine/log\"\n \t\"google.golang.org/appengine/taskqueue\"\n )\n\n func init() {\n \thttp.HandleFunc(\"/\", handler)\n \thttp.HandleFunc(\"/worker\", worker)\n }\n\n type Counter struct {\n \tName string\n \tCount int\n }\n\n func handler(w http.ResponseWriter, r *http.Request) {\n \tctx := appengine.NewContext(r)\n \tif name := r.FormValue(\"name\"); name != \"\" {\n \t\tt := taskqueue.NewPOSTTask(\"/worker\", map[string][]string{\"name\": {name}})\n \t\tif _, err := taskqueue.Add(ctx, t, \"\"); err != nil {\n \t\t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n \t\t\treturn\n \t\t}\n \t}\n \tq := datastore.NewQuery(\"Counter\")\n \tvar counters []Counter\n \tif _, err := q.GetAll(ctx, &counters); err != nil {\n \t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n \t\treturn\n \t}\n \tif err := handlerTemplate.Execute(w, counters); err != nil {\n \t\thttp.Error(w, err.Error(), http.StatusInternalServerError)\n \t\treturn\n \t}\n \t// OK\n }\n\n func worker(w http.ResponseWriter, r *http.Request) {\n \tctx := appengine.NewContext(r)\n \tname := r.FormValue(\"name\")\n \tkey := datastore.NewKey(ctx, \"Counter\", name, 0, nil)\n \tvar counter Counter\n \tif err := datastore.https://cloud.google.com/appengine/docs/legacy/standard/go111/reference/latest/datastore.html#google_golang_org_appengine_datastore_Get(ctx, key, &counter); err == datastore.https://cloud.google.com/appengine/docs/legacy/standard/go111/reference/latest/datastore.html#google_golang_org_appengine_datastore_ErrInvalidEntityType_ErrInvalidKey_ErrNoSuchEntity {\n \t\tcounter.Name = name\n \t} else if err != nil {\n \t\tlog.https://cloud.google.com/appengine/docs/legacy/standard/go111/reference/latest/log.html#google_golang_org_appengine_log_Errorf(ctx, \"%v\", err)\n \t\treturn\n \t}\n \tcounter.Count++\n \tif _, err := datastore.Put(ctx, key, &counter); err != nil {\n \t\tlog.https://cloud.google.com/appengine/docs/legacy/standard/go111/reference/latest/log.html#google_golang_org_appengine_log_Errorf(ctx, \"%v\", err)\n \t}\n }\n\n var handlerTemplate = template.Must(template.New(\"handler\").Parse(handlerHTML))\n\n const handlerHTML = `\n {{range .}}\n \u003cp\u003e{{.Name}}: {{.Count}}\u003c/p\u003e\n {{end}}\n \u003cp\u003eStart a new counter:\u003c/p\u003e\n \u003cform action=\"/\" method=\"POST\"\u003e\n \u003cinput type=\"text\" name=\"name\"\u003e\n \u003cinput type=\"submit\" value=\"Add\"\u003e\n \u003c/form\u003e\n `\n\n3. In the same directory, copy the following into a file named `app.yaml`. This configures your\n application for App Engine:\n\n runtime: go\n api_version: go1\n\n handlers:\n - url: /worker/.*\n script: _go_app\n login: admin\n - url: /.*\n script: _go_app\n\n4. Make sure you have a [Google Cloud Platform project with an App Engine app](/appengine/docs/legacy/standard/go111/console)\n prepared and that you have [initialized](/sdk/docs/initializing) and\n configured the `gcloud` command for that project.\n\n5. Use the `gcloud app deploy` command to deploy the app to App Engine.\n\n6. See the app in action by using the `gcloud app browse` command."]]