Mailgun is an email delivery service that provides reliable, scalable infrastructure for sending, receiving, and tracking emails at scale.
With Erathos, you can integrate Mailgun data into Databricks in just a few minutes. Our platform handles the entire data movement process into your analytics environment and makes it possible to combine that data with other sources in your Data Warehouse. That way, your time is focused on what really creates value — extracting actionable insights and making more data-driven decisions.
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Pick the tables, the schedule and the update type: batch, cursor-based incremental or CDC.
Load into BigQuery, Redshift, Databricks, PostgreSQL, ClickHouse, Amazon S3 and more.
The integration automatically syncs the main Mailgun objects:
Mailgun’s native analytics show campaign performance in isolation. In Databricks, you can combine that data with revenue, product usage, and support — calculating the true ROI of each campaign, identifying which automations drive customers with higher LTV, and discovering which channels convert best for retention, not just acquisition.
3 Mailgun tables can be synced to Databricks. Each table is created in Databricks with the same name it has in the connector, inside the schema you choose when setting up the connection.
campaignsenvelope.senderenvelope.transporteventflags.is-authenticatedflags.is-test-modeidmessage.attachmentsmessage.headers.frommessage.headers.message-idmessage.headers.subjectmessage.headers.toand 7 moreactionscreated_atdescriptionexpressionidpriorityReading the Mailgun events table straight from Databricks. Replace your_schema with the schema you chose for the connection.
SELECT
get_json_object(envelope, '$.sender') AS envelope_sender,
get_json_object(envelope, '$.transport') AS envelope_transport,
get_json_object(message, '$.attachments') AS message_attachments,
get_json_object(message, '$.headers.from') AS message_headers_from
FROM your_schema.events
LIMIT 10Nested fields such as envelope.sender generally land in Databricks as JSON, in a column named after the top level (envelope). That is why the query reads them with Databricks's JSON functions.
eventsipsroutesErathos is a data ingestion platform for teams that need to centralize marketing data reliably. With the Mailgun connector, you automatically move lists, campaigns, automations, and engagement events into Databricks—with complete logs, smart alerts, and zero maintenance.
Connect Mailgun to Databricks in minutes. Lists, campaigns, automations, and events sync automatically—with full engagement tracking and no manual scripting.
Learn moreConfigure frequency, sync type, and partitioning by table. Data arrives in Databricks ready for ML, analytics, and ad hoc queries—with predictable cost.
Learn moreNo more finding out about Mailgun failures when the business team complains. Every run is logged with runtime, rows processed, and error context. Automatic alerts via Slack, Discord, or email as soon as something goes off script — your marketing data stays fresh for your next campaign analyses.
Learn more“Every new source implementation, if I had to do it myself, would take about two or three months. With Erathos, it's done in a few hours. I don't need the skills of a data engineer to generate real value from the company's data.”
“Erathos revolutionized data management at WE. By integrating multiple SaaS tools into a single DW, our technical team now focuses on the core business. We implemented dashboards with insights across every area, enriching our organizational culture and improving our decision-making.”
“We used to have a lot of rework, and now we don't. It's more efficient to work this way. If it's not your core business, hire Erathos. Spend your time modeling your own domain, not someone else's.”
“If I didn't have this infrastructure, I'd need three or four people to do what Erathos does today. I was able to generate real value from my data with a much leaner setup than I thought I'd need. That's the core of building a data-driven culture: the team only uses data when they can trust it.”
“Erathos brought a practical turnaround at CCM. We were able to integrate financial systems, CRM, and processes with BigQuery in just a few clicks, with no technical team required. That gave us a reliable data warehouse that powers automations, dashboards, and even our customer service bots.”
“The robustness and efficiency of Erathos's connectors — whether for Meta, Google, RD Station, or ERPs like Bling and Conta Azul — make the whole process much faster and more reliable. The technical documentation is extremely well put together and intuitive, which makes implementation much easier.”
CRMs, ERPs, ad platforms and databases, all through the same managed pipeline.
Erathos is a data ingestion platform built for reliability, transparency, and control. We help data teams connect tools like Mailgun to their data warehouse—with full observability into every run, zero maintenance, and none of the black-box opacity of traditional market tools.
Erathos syncs contact lists, campaigns, automations, engagement events (opens, clicks, conversions), and email metrics from Mailgun to Databricks. Segmentation data, tags, and custom fields are also exported.
You can configure synchronization frequency from every 5 minutes up to daily, at the table level. Erathos uses incremental sync—only new or updated records are processed in each run, keeping the Mailgun pipeline efficient and Databricks costs predictable.
Erathos automatically detects failures and sends alerts to your email, Slack, or Discord with full context—not just "job failed." Smart retries handle transient errors, and every execution is logged with run time, processed rows, and error context so your team can debug in minutes, not hours.
Yes. Every Erathos connector includes a 14-day free trial. Connect Mailgun to Databricks and start syncing immediately—no credit card required.
