Real-time
Real-time sync
Changes in Dremio or E2 Shop System instantly reflect in both systems. No stale data, no manual imports.
Data warehouse ⇄ ERP
Dremio to E2 Shop System integration — real-time data sync
Keep Dremio and E2 Shop System in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.
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Adopted by fast-scaling companies moving mission-critical data in real time
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Why teams connect Dremio and E2 Shop System
Put E2 Shop System's records in Dremio as live tables for reporting and analysis, without extract jobs, and write results back where E2 Shop System can use them.
E2 Shop System is a read-only source: Stacksync reads its data in real time and delivers it into Dremio, so Dremio always reflects the current state of E2 Shop System — without exports, scripts, or schedulers.
ERP data is some of the most asked-for data in the warehouse and some of the hardest to get: the record types are many, the APIs are strict, and extract jobs are brittle. Whether E2 Shop System carries financials, operations, workforce data, or all three, the analysis belongs in Dremio next to everything else the company measures.
Common use cases
- 01 Reverse-ETL aggregates computed over lake data out to CRMs and finance tools for business users.
- 02 Publish operational database tables into Iceberg via Dremio so the lakehouse reflects current application state.
- 03 Replicate job and work order status into a reporting database to power shop-floor and delivery dashboards.
- 04 Sync customer and invoice data to accounting or CRM so the front office is not re-keying from the ERP.
Common sync patterns
Group reporting across systems
Combine E2 Shop System's records with data synced from other systems in Dremio for consolidated views no single system can produce.
Write-back where E2 Shop System exposes writable fields
Classifications or reference values computed in Dremio sync back onto the corresponding records in E2 Shop System.
Where E2 Shop System holds the books: finance reporting from live data
Financial records land in Dremio as they change, so period-end reporting queries current numbers rather than last night's extract.
What you can sync between Dremio and E2 Shop System
Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.
| Dremio objects | E2 Shop System objects | How this pairing syncs | |
|---|---|---|---|
| Sources Connected storage and database systems (S3, ADLS, relational databases) Dremio queries in place. | Customers Buyer records synced to CRM or accounting counterparts. | Sources is specific to Dremio and Customers to E2 Shop System — each maps to any object or custom field on the other side. | |
| Physical datasets Tables and files promoted from sources; the raw data a sync ultimately reads. | Vendors Supplier records referenced on purchasing documents. | Physical datasets is specific to Dremio and Vendors to E2 Shop System — each maps to any object or custom field on the other side. | |
| Virtual datasets (views) SQL views layering semantics over physical data; the preferred sync target for curated extracts. | Parts Part masters with routings and material definitions specific to each shop. | Virtual datasets (views) is specific to Dremio and Parts to E2 Shop System — each maps to any object or custom field on the other side. | |
| Apache Iceberg tables Lakehouse tables supporting DML and snapshot metadata usable for incremental reads. | Routings / Operations Per-part operation sequences that carry estimated and actual times. | Apache Iceberg tables is specific to Dremio and Routings / Operations to E2 Shop System — each maps to any object or custom field on the other side. | |
| Spaces and folders Namespaces that organize virtual datasets and govern access. | Purchase orders Outside material and service purchases tied to jobs. | Spaces and folders is specific to Dremio and Purchase orders to E2 Shop System — each maps to any object or custom field on the other side. | |
| Reflections Materialized accelerations that make repeated extraction queries cheaper. | Time tickets Labor collection records used for job costing. | Reflections is specific to Dremio and Time tickets to E2 Shop System — each maps to any object or custom field on the other side. |
How changes propagate between Dremio and E2 Shop System
Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.
Dremio E2 Shop System Interval-based propagation
DetectionStacksync polls Dremio for changes on an incremental schedule, reading only records changed since the previous pass. Polling via SQL.
DeliveryE2 Shop System does not accept inbound record writes, so this direction carries requests rather than records: E2 Shop System's output flows back as field updates on the originating Dremio records.
E2 Shop System Dremio Interval-based propagation
DetectionStacksync polls E2 Shop System for changes on an incremental schedule, reading only records changed since the previous pass. Polling database tables or scheduled exports.
DeliveryEach detected change is applied to Dremio as a row-level write, with types converted between the two schemas.
Rate-limit considerations
- Dremio: Bounded by engine capacity and workload management rather than API rate limits.
- E2 Shop System: Not API-bound; constrained by on-premises database access windows.
What ships with Dremio ⇄ E2 Shop System
Connect Dremio and E2 Shop System for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Dremio–E2 Shop System connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Dremio or E2 Shop System data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.
At scale
Event queues
Handle millions of events per minute without losing a single Dremio or E2 Shop System record.
Observability
Monitoring
Track your Dremio ⇄ E2 Shop System sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Dremio and E2 Shop System.
How the Dremio and E2 Shop System connectors work
Dremio
- Integration surface
- Arrow Flight SQL, JDBC/ODBC, and a REST API
- Authentication
- Personal access tokens or username/password; OAuth-based SSO on Dremio Cloud
- Change detection
- Polling via SQL; Iceberg table snapshots can anchor incremental reads; no consumer-facing change feed
- Capabilities
- read · write
- Rate limits
- Bounded by engine capacity and workload management rather than API rate limits
E2 Shop System
- Integration surface
- No broadly documented public web API; integration typically works through the underlying database or application import/export, depending on deployment
- Authentication
- Database credentials or application-level export access on the on-premises installation
- Change detection
- Polling database tables or scheduled exports
- Capabilities
- read
- Rate limits
- Not API-bound; constrained by on-premises database access windows
How it works
How to connect Dremio to E2 Shop System — three steps, no code
Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.
- 01
Connect your apps
Authenticate Dremio and E2 Shop System with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Dremio
connected
E2 Shop System
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Dremio and E2 Shop System objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.
objects · Dremio ⇄ E2 Shop SystemCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
Dremio E2 Shop SystemCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Dremio and E2 Shop System integration FAQ
-
Yes. Stacksync provides a managed, real-time integration between Dremio and E2 Shop System — E2 Shop System is a read-only source, so data flows from it into the other system: authenticate both systems, choose the objects to sync, map fields visually, and changes propagate in milliseconds — no code required.
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Change detection on Dremio: Polling via SQL; Iceberg table snapshots can anchor incremental reads; no consumer-facing change feed. On E2 Shop System: Polling database tables or scheduled exports. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
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On the Dremio side: Virtual datasets (views), Apache Iceberg tables, Spaces and folders, Reflections, plus custom fields where Dremio exposes them. On the E2 Shop System side: Time tickets, Invoices, Quotes / Estimates, Jobs / Work orders. Stacksync auto-detects both schemas and converts types between the two systems.
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E2 Shop System is a read-only source, so this integration runs one-way: Stacksync reads from E2 Shop System in real time and delivers into Dremio. Field mapping and monitoring work the same as for two-way pairs.
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Common patterns for Dremio and E2 Shop System: Group reporting across systems; Write-back where E2 Shop System exposes writable fields; Where E2 Shop System holds the books: finance reporting from live data. Combine E2 Shop System's records with data synced from other systems in Dremio for consolidated views no single system can produce.
-
Dremio: Arrow Flight SQL, JDBC/ODBC, and a REST API. Authentication: Personal access tokens or username/password; OAuth-based SSO on Dremio Cloud. E2 Shop System: No broadly documented public web API; integration typically works through the underlying database or application import/export, depending on deployment. Authentication: Database credentials or application-level export access on the on-premises installation. Stacksync manages authentication, retries, and rate limits on both sides.
SECURITY
Security teams trust Stacksync
As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS
SSO & SCIM
Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.
Alerts
Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.
Secure connection options
Securely connects to your systems with:
Related integrations
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