Google Play Store App Analytics importer for ElasticSearch
This tool imports your Android applications analytics from Google Play into ElasticSearch. The original idea was to import metrics in ElasticSearch to graph them on Grafana, but its usage is not limited to it.
Currently the following analytics are imported, but extending it to import more metrics is pretty easy (please open an issue if you need more or submit a PR):
- Daily user installs / uninstalls
- Daily device installs / uninstalls
- Total user and device installs
- Daily average ratings
Installation
npm install elasticsearch-playstore
```
## How it works
Given a time range (with month granularity), this tool:
- Read analytics .csv from Google Storage Cloud
- Store analytics to ElasticSearch with a structure easily queryable from Grafana
## Setup
This tool needs the credentials to read your Android apps analytics from csv files stored on Google Cloud Storage (Google Play automatically stores them for you, so you already have them). The [credentials setup](https://support.google.com/googleplay/android-developer/answer/6135870?hl=en) is a bit annoying but can be summarized like follow.
### Enable the Cloud Storage JSON API
1. Open [https://console.developers.google.com/apis/dashboard](https://console.developers.google.com/apis/dashboard)
2. Ensure **Google Cloud Storage JSON API** is enabled
### Create a Service account key
1. Open [https://console.developers.google.com/apis/credentials](https://console.developers.google.com/apis/credentials)
2. Select **Create credentials** and then **Service account key** (no permissions are required)
3. Pick a service account or create a new one, and then select the key type **JSON**
Notes:
- The service has an email associated: keep track of it, since you will use it during the next step
- You have downloaded the service account credentials json file: pick `client_email` and `private_key` from it, since it will be required to authenticate the importer
### Add the service account on your Play Console
1. Open [https://play.google.com/apps/publish/](https://play.google.com/apps/publish/) and login with the owner account of the Android application for which you wanna import the analytics
2. Select to **Settings** > **User accounts** > **Invite new user**
3. Insert the email address with your service account
4. Give it the basic permissions (no other permissions are required)
## Run it
Have you survived the setup? Cool! Now, it's time to run it. You can pass all settings on the command line or via environment variables. The `--help` verbosely list all options:
$ node import.js --help
Google Play Store App Analytics importer for ElasticSearch
Usage: node import.js [options]
Options: -h, --help print usage information --google-client-email EMAIL Google auth's client email --google-private-key KEY Google auth's private key (since it contains hyphens and newlines it could be quite annoying escaping it correctly, so you're highly encouraged to use the environment variable alternative) --elasticsearch-host HOST ElasticSearch cluster host URL --elasticsearch-index NAME ElasticSearch index name (defaults to "googleplaystore") --elasticsearch-http-auth AUTH ElasticSearch HTTP Basic Auth with username and password separated by a colon (eg. user:pass) --elasticsearch-aws-region The AWS region (ie. "eu-west-1") if you're connecting to an AWS managed cluster --elasticsearch-aws-access-key-id ID The AWS access id if you're connecting to an AWS managed cluster --elasticsearch-aws-secret-access-key SECRET The AWS secret if you're connecting to an AWS managed cluster --app-name NAME The name of the app for which you're importing analytics (not required to match the exact app name in the store) --app-package NAME The package of the app for which you're importing analytics --app-bucket NAME The google cloud storage bucket where app analytics are stored --sync-start-month DATE Sync analytics from this month, in the format YYYY-MM (defaults to 1y ago) --sync-end-month DATE Sync analytics until this month, in the format YYYY-MM (defaults to current month) --log-level The minimum log level (debug, info, warn, error, fatal, silent - defaults to info) --log-format The log format (human, json - defaults to human)
Multiple applications: You can import analytics for multiple applications, specifying app options multiple times. Ie.
--app-name "Name 1" --app-package "pkg.1" --app-bucket "bucket-1" --app-name "Name 2" --app-package "pkg.2" --app-bucket "bucket-2"
Environment variables: All options fallback to environment variables too. Matching env variables are all uppercases with hyphens replaced by underscores. The following env variables are supported then:
GOOGLE_CLIENT_EMAIL
GOOGLE_PRIVATE_KEY
ELASTICSEARCH_HOST
ELASTICSEARCH_INDEX
ELASTICSEARCH_HTTP_AUTH
ELASTICSEARCH_AWS_REGION
ELASTICSEARCH_AWS_ACCESS_KEY_ID
ELASTICSEARCH_AWS_SECRET_ACCESS_KEY
APP_NAME
APP_PACKAGE
APP_BUCKET
SYNC_START_MONTH
SYNC_END_MONTH
LOG_LEVEL
LOG_FORMAT
An example is worth more than a thousand words:
GOOGLE_PRIVATE_KEY="SERVICE-KEY" node import.js
--google-client-email "SERVICE-EMAIL"
--elasticsearch-host "https://user:password@domain.com:9020"
--elasticsearch-index "googleplaystore"
--app-name "My awesome app"
--app-package "com.domain.app"
--app-bucket "pubsite_prod_rev_01234567890987654321"
### How to get an Android app analytics storage bucket
Your Google Cloud Storage bucket ID is listed near the bottom of your Reports pages.
Your bucket ID begins with `pubsite_prod_rev_` followed by your developer account ID (ie. `pubsite_prod_rev_01234567890987654321`). To get developer account ID, open [https://play.google.com/apps/publish/](https://play.google.com/apps/publish/), select an application and get the `dev_acc` query string parameter value from the URL.
Then you can build it:
`pubsite_prod_rev_DEVACC`
### How to authenticate on ElasticSearch
You can authenticate on a generic ElasticSearch cluster this way:
--elasticsearch-host "https://user:password@domain.com:9020"
You can authenticate on AWS ElasticSearch this way:
--elasticsearch-host "https://xxx.eu-west-1.es.amazonaws.com" --elasticsearch-aws-region "eu-west-1" --elasticsearch-aws-access-key-id "ID" --elasticsearch-aws-secret-access-key "SECRET"
## License
Copyright 2017 Marco Pracucci
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.