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snowplow_data_pipeline's Introduction

snowplow GCP template

Introduction

Snowplow is a complete open source event data collection plaform. It support many different type tracker, like android, ios, javascript and etc.

deploy step

1. config setting

change environment varible in gcloud-config-mustr.sh to your gcp project and save new file to gcloud-config.sh.

2. set up relate GCP services

execute gcloud-init-project.sh to set up relate gcp services.

$ ./gcloud-init-project.sh

3. start & stop dataflow ETL piepline

start pipeline:

$ ./start_etl.sh

stop pipeline:

$ ./stop_etl.sh

custom schema example

  1. create the schema dictionary structure and schema file like below:
schemas/<prefix1>.<prefix2>.<prefix3>/<sub_path>/jsonschema/1-0-0

schemas
└── com.company.699
    ├── funnel_event
    │   └── jsonschema
    │       └── 1-0-0
    └── user_context
        └── jsonschema
            └── 1-0-0
  1. validate the format of schema files are correct.
$ igluctl lint schemas/<prefix1>.<prefix2>.<prefix3>/<sub_path>/jsonschema/*
  1. upload schema file to GCS
$ gsutil cp schemas/<prefix1>.<prefix2>.<prefix3>/<sub_path>/jsonschema/1-0-0 gs://<YOUR_GCS_BUCKET>/schemas/<prefix1>.<prefix2>.<prefix3>/<sub_path>/jsonschema/1-0-0

reference

  1. https://towardsdatascience.com/what-is-snowplow-and-do-i-need-it-cbe30fcb302b
  2. https://github.com/etnetera-activate/snowplow-gcp-template
  3. https://docs.snowplowanalytics.com/docs/collecting-data/collecting-from-own-applications/

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