Real-time
Two-way sync
Changes in Campfire or DuckDB instantly reflect in both systems. No stale data, no manual imports.
Business productivity ⇄ Database
Campfire to DuckDB integration — real-time, two-way sync
Keep Campfire and DuckDB in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.
- SOC 2 and 6 other compliance frameworks
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Adopted by fast-scaling companies moving mission-critical data in real time
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Why teams connect Campfire and DuckDB
Mirror Campfire's data into DuckDB so your own code can read and write it like any other table, with changes flowing both ways in seconds.
Engineers integrate with tools like Campfire through APIs, which means auth, pagination, rate limits, webhooks, and retry logic, all maintained forever and all different for every tool. Meanwhile the data would be trivial to use if it simply lived in DuckDB.
Stacksync mirrors Journal Entry, Intercompany Journal Entry, Chart of Accounts, Chart Transaction from Campfire into Database files, Schemas, Tables, Views in DuckDB and keeps both sides in sync in real time. Your services query the database directly, and inserts or updates your code makes flow back into Campfire, so the tool and the database never disagree.
Common use cases
- Send scheduled digest messages built from synced database queries.
- Post alerts into a room when records change in a synced system such as a CRM or an operational database.
- Sync SaaS data to Parquet on object storage and query it with DuckDB without standing up a warehouse.
- Push aggregates computed in DuckDB out to a CRM or business tools so analysis results reach operational systems.
Read Campfire with a query
Records from Campfire are ordinary rows in DuckDB; join them, index them, and use them in application logic without touching the vendor API.
Automate Campfire from your codebase
Write to the synced tables in DuckDB and Stacksync propagates the change into Campfire, replacing custom integration code.
React to changes as they happen
Updates in Campfire arrive as row changes in DuckDB, so triggers, jobs, and services can respond in near real time.
What you can sync between Campfire and DuckDB
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.
| Campfire objects | DuckDB objects | |
|---|---|---|
| Bill Synced with incremental and full sync per the Stacksync docs. | Database files Single-file .duckdb databases that jobs read and write directly on disk or object storage. | |
| Debit Memo Synced with incremental and full sync per the Stacksync docs. | Schemas Namespaces within a database used to organize tables in sync outputs. | |
| Invoice Synced with incremental and full sync per the Stacksync docs. | Tables Columnar tables created via SQL; the destination for materialized sync data. | |
| Credit Memo Synced with incremental and full sync per the Stacksync docs. | Views SQL views used to shape or filter data for downstream consumers. | |
| Bank Account Synced with incremental and full sync per the Stacksync docs. | External files (Parquet/CSV/JSON) Files DuckDB queries in place without loading, common as a sync interchange format. | |
| Bank Transaction Synced with incremental and full sync per the Stacksync docs. | Attached databases Additional database files or external systems attached into one session for cross-source queries. |
What ships with Campfire ⇄ DuckDB
Connect Campfire and DuckDB for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Campfire–DuckDB connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Campfire or DuckDB 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 Campfire or DuckDB record.
Observability
Monitoring
Track your Campfire ⇄ DuckDB sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Campfire and DuckDB.
How the Campfire and DuckDB connectors work
Campfire
- Integration surface
- HTTP endpoints for bot integrations on a self-hosted instance
- Authentication
- API key — create an API user with a Super User Role in Campfire (Settings -> API Keys), generate an API Key secret, and provide it in the Stacksync connection setup
- Change detection
- Near real-time updates via change tracking (incremental sync); delete detection per object (some objects detected every 24h)
- Capabilities
- read · write · CDC · webhooks
- Rate limits
- Limits depend on the self-hosted deployment; confirm against the instance's documentation.
DuckDB
- Integration surface
- In-process SQL engine via client libraries (Python, Node.js, JDBC, CLI); no server or network API by default
- Authentication
- None built in; access control is file-system level (MotherDuck adds token auth for its hosted service)
- Change detection
- Polling or full re-reads; no change feed or transaction log API
- Capabilities
- read · write
- Rate limits
- No API rate limits; throughput is bounded by local compute and I/O
How it works
How to connect Campfire to DuckDB — 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 Campfire and DuckDB with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Campfire
connected
DuckDB
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Campfire and DuckDB 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 · Campfire ⇄ DuckDBCustomers 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.
Campfire DuckDBCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Campfire and DuckDB integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Campfire and DuckDB: authenticate both systems, choose the objects to sync (such as Campfire's Bill and Debit Memo), map fields visually, and changes propagate both ways in milliseconds — no code required.
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On the Campfire side: Journal Entry, Intercompany Journal Entry, Chart of Accounts, Chart Transaction, plus custom fields where Campfire exposes them. On the DuckDB side: Database files, Schemas, Tables, Views. Stacksync auto-detects both schemas and converts types between the two systems.
-
Yes. Each object mapping can be bidirectional or restricted to a single direction (both systems accept writes). Read-only mirrors, one-way pushes, and full two-way sync can be mixed in the same integration.
-
Common patterns for Campfire and DuckDB: Read Campfire with a query; Automate Campfire from your codebase; React to changes as they happen. Records from Campfire are ordinary rows in DuckDB; join them, index them, and use them in application logic without touching the vendor API.
-
Campfire: HTTP endpoints for bot integrations on a self-hosted instance. Authentication: API key — create an API user with a Super User Role in Campfire (Settings -> API Keys), generate an API Key secret, and provide it in the Stacksync connection setup. DuckDB: In-process SQL engine via client libraries (Python, Node.js, JDBC, CLI); no server or network API by default. Authentication: None built in; access control is file-system level (MotherDuck adds token auth for its hosted service). Stacksync manages authentication, retries, and rate limits on both sides.
-
Campfire: Delete detection for some objects (Bill, Fixed Asset Automation Rule, Vendor Custom Field, Department, Entity, Tag Group) runs only every 24 hours. DuckDB: Concurrency is single-writer: one process holds write access to a database file at a time, which shapes how sync jobs schedule writes. Stacksync's field mapping accounts for these differences between Campfire and DuckDB without custom code.
SECURITY
Security teams love 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
CSA STAR
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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DuckDB ⇄ Slack
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