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gcp-fitness-data's Introduction

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Architecture 1

Setup Pipeline

1. Create Buckets

  • Template Bucket.
  • Google Cloud Staging Bucket.
  • Apple Health Bucket.

2. Create Cloud Function

Deploy function that listens to new objects in bucket

$ gcloud functions deploy launchAppleHealthDataflowJob \
  --stage-bucket fabio-architecture-1-gcf \
  --trigger-bucket fabio-architecture-1-apple-health

3. Create Dataflow Template

  • Build and upload the template.
  • Upload the template metadata.

4. Setup BigQuery

  • Create a dataset called fitness_data
  • Import CSV for CDC recommendations into BigQuery
cd bigquery
npm install
npm start interview-architecture-1 fitness_data cdc_calorie_needs ./cdc_calorie_needs_lookup.csv
npm start interview-architecture-1 fitness_data cdc_sleep_hours ./cdc_sleep_hours_lookup.csv

5. Copy Dashboard Template?

Run Data Pipeline

  • Open the google cloud function and start streaming logs.
  • Open Dataflow and watch for a new job being created.
  • Upload data to apple health bucket.
  • Open Cloud Functions, click on logs, and click on Play button to see logs being streamed.
  • Open dataflow and see job running.
  • Open BigQuery and see data being populated.
  • Open Datalab and start querying data.

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