1.Runs every weekday at 6:30 AM
Trigger the automation on a weekday schedule at 6:30 AM so the daily extract workflow starts automatically.
Upload daily data extract to production storage bucket
Automatically kick off an ETL job on weekdays at 6:30 AM across Webhooks by Zapier, Google BigQuery, Amazon S3, and Slack. Create and update when etl jobs complete, duplicate count is zero, or CSV files generateβso you can upload extracts, prevent bad duplicates, and notify reports without manual checks.
How this automation protects your production uploads
When the weekday schedule hits at 6:30 AM, delays can cause failed or duplicate uploads to land in production storage. This automation kicks off ETL jobs, validates duplicates, and uploads exported CSV files while notifying Slackβso your team can ship clean extracts on time.
Schedule by Zapieror swap with your favorite app
2.POST to trigger ETL job
Call the ETL job endpoint and map the invocation timestamp and job name so the job runs for the intended dataset.
Webhooks by Zapieror swap with your favorite app
3.Wait 5 minutes for completion
Pause briefly after the job starts to give the ETL process time to finish before checking job status.
Delay by Zapieror swap with your favorite app
4.GET job status
Call the job status endpoint, map the returned status field, and proceed only when the status indicates success.
5.Run dupe-check query
Execute the duplicate-detection query and map the resulting row count to a duplicate count variable.
Google BigQueryor swap with your favorite app
6.Export CSV from Drive
Find the generated spreadsheet in Drive and export it to CSV, mapping the file to its file content.
Google Driveor swap with your favorite app
Automate your work, your way
Build custom automations across your tools in minutes. Describe what you need, connect your apps, and create workflows without the manual effort.
Trusted by 3.4 million companies
Related automations
- Apps: Schedule by Zapier, Google Sheets, Filter by Zapier, Google BigQuery, GmailSwap with your favorite apps.
Add weekly email metrics to your data warehouse
Your weekly email metrics live in a sheet but donβt reach the analytics warehouse, causing incomplete campaign reports. Load rows into the warehouse and alert owners on failures before weekly review.
- Apps: Webhooks by Zapier, Zapier Tables, Code by Zapier, Sub-Zap by ZapierSwap with your favorite apps.
Batch and lock company records for database updates
Your live company feed can trigger overlapping imports, causing partial updates and duplicate conflicts during processing. It creates batch locks and validates counts so imports finish cleanly.
- Apps: Zapier Tables, Filter by Zapier, Formatter by Zapier, Code by Zapier, Google SheetsSwap with your favorite apps.
Create approved event rows in central analysis tracker
Approved event records sit in your table but aren't centralized, causing fragmented datasets. It consolidates events into analysis sheets so your data scientists can refresh models same day.
- Apps: Schedule by Zapier, Webhooks by Zapier, Formatter by Zapier, Zapier TablesSwap with your favorite apps.
Create daily datamart rows from morning data query
Your datamart misses daily partner date rows, forcing marketing ops to assemble reports manually and delaying campaign readiness. It keeps partner date records current for daily reporting.
- Apps: Microsoft Outlook, Code by Zapier, Filter by Zapier, DatabricksSwap with your favorite apps.
Create data processing job from emailed report link
Your partner report emails hide download links, delaying ingestion and leaving dashboards stale. It creates ingestion jobs from shared links so reports refresh and teams see updated insights.
- Apps: Pipedrive, Zapier Tables, Google BigQuerySwap with your favorite apps.
Create data warehouse rows when deals reach ready stage
Your deal and org data often miss the analytics warehouse after stage changes, leaving reports incomplete. You get query-ready deal snapshots for reporting and model training within minutes.
- Apps: Magento 2.X, Formatter by Zapier, Google BigQuerySwap with your favorite apps.
Create invoice rows in data warehouse from orders
Your ecommerce invoice records can miss analytics ingestion, leaving data scientists and billing staff without order-level invoice details for reporting. It keeps dashboards accurate within minutes.
- Apps: Schedule by Zapier, Google Sheets, Code by Zapier, Webhooks by ZapierSwap with your favorite apps.
Create per-export processing jobs from daily export list
Your export list collects unprocessed rows, leaving ingestion unaware of pending jobs and delaying nightly maintenance. It queues each export for automated processing so pipelines are ready before the daily run.
- Apps: Webhooks by Zapier, Code by Zapier, Google BigQuerySwap with your favorite apps.
Create per-line transaction rows in central data warehouse
Your transaction webhooks include many line items that break reporting and inventory counts. Record normalized per-line rows so analytics and billing reconcile quickly.
- Apps: Sera Systems, Looping by Zapier, Code by Zapier, SnowflakeSwap with your favorite apps.
Create sanitized denied quote records in the data warehouse
You get denied-quote events from field jobs that often lack normalization, breaking analytics and audit checks. Denied quotes are sanitized and stored for reliable reports within minutes.
- Apps: Webhooks by Zapier, Formatter by Zapier, Filter by Zapier, Google BigQuerySwap with your favorite apps.
Create staged event rows in your data warehouse
Untracked webhook event payloads leave analysts without reliable rows for reporting. You get consistent staged event rows ready for same-day analytics.
- Apps: Schedule by Zapier, Webhooks by Zapier, Code by Zapier, Google BigQuery, SlackSwap with your favorite apps.
Import daily fulfilled insurance orders into BI warehouse
Your fulfilled insurance line items go uncollected each day, delaying revenue and claims reporting. It imports complete order records into your analytics warehouse for same-evening reporting.
- View all
Explore all data pipeline management automations
Stabilize data pipelines with automated failure alerts, job routing, and load tracking
Set up in minutes
Zapier connects your tools, triggers actions from real-time data, and streamlines workflows so your team can focus on what matters most.
Step 1
Connect your tools
Bring your apps together so information can move automatically between the tools your team already uses.
Step 2
Define the trigger
Choose the events that should start your workflow, like a new submission, updated record, completed task, or customer action.
Step 3
Automate and measure
Let your workflow handle follow-ups, updates, notifications, and reporting so your team can track progress and act faster.
See how teams are automating with Zapier (and loving it!)
Without Zapier, we would have needed well over 100 employees today just to do what we're doing. We would have been out of business by now.
David Laderberg, VP of Sales
Without having automation, we would have to at least be double our size. Doubling is a bit of a euphemism β I think we would have died or fallen back into oblivion.
Marcelo Lebre, Co-Founder
Zapier helps us close far above 50% more deals than we would without it. It is a key element of our overall strategy and, therefore, of our sales pitch.
Raphael Bochner, Founder and CIO
Zapier gives us unlimited flexibility and creativity. With Zapier, you're like an artist with a blank canvas. I don't know what we'd do without it.
Rishi Shah, CEO and Co-Founder
We don't just want to patch holes; we want to build scalable, future-proof systems. Zapier is helping us do that.
Allen Lai, Head of Customer Experience
We've been able to scale our operations while staying lean. Zapier lets us do more without needing more people.
Jacob Sirrs, Marketing Operations Specialist
Ready to automate your workflow securely?
Streamline processes, uncover new opportunities, and respond faster to change. Empower your team to get more done, without the manual work.