API Source

The api source type polls any HTTP endpoint on a configurable interval, diffs the response against previously stored state in SQLite, and emits only the changes as standard pipeline messages. Any request/response API becomes a real-time event stream — no webhooks, no changes to the upstream system, no event infrastructure required.

Quick Start

Poll an OpenWeatherMap endpoint every 30 seconds and emit changes:

sources:
  - name: weather
    type: api
    topic: weather_london
    api:
      url: "https://api.openweathermap.org/data/2.5/weather?q=London&appid=${OWM_KEY}"
      interval: 30s
      key_path: "id"

Three fields are required: url, interval, and key_path. Everything else has a sensible default.

Config Reference

Source-Level Fields

Field	Type	Required	Description
`type`	string	yes	Must be `"api"`
`name`	string	yes	Unique name for this source
`topic`	string	yes	Topic (table) to write events to

`api` Block Fields

Core

Field	Type	Default	Description
`url`	string	required	Full URL to poll. Supports `${ENV_VAR}` expansion.
`method`	string	`GET`	HTTP method: `GET`, `POST`, or `PUT`.
`interval`	duration	required	How often to poll (e.g. `30s`, `1m`, `5m`).
`key_path`	gjson path	required	Path within each record to the unique key.
`response_path`	gjson path	`""`	Path to the array of records in the response. Empty means top-level array or single object.
`change_detection`	string	`diff`	`"diff"` (field-level) or `"hash"` (SHA-256).
`detect_deletes`	bool	`false`	Emit a `deleted` event when a record disappears between polls.
`timeout`	duration	`30s`	HTTP request timeout per page.
`initial_snapshot`	bool	`true`	If `false`, suppresses emission on the first poll.
`headers`	map	`{}`	HTTP headers. Values support `${ENV_VAR}` expansion.
`body`	string	`""`	Request body for `POST`/`PUT`.
`max_consecutive_failures`	int	`5`	Failed cycles before exponential backoff.

Watermark Block

Controls incremental polling — how the source avoids re-fetching data it has already seen.

Field	Type	Default	Description
`strategy`	string	`none`	`none`, `timestamp`, `cursor`, or `etag`.
`path`	gjson path	`""`	Path to extract the watermark value.
`param`	string	`""`	Query parameter name to set on subsequent requests.
`format`	string	RFC3339	Go time layout for `timestamp` strategy.
`initial`	string	`""`	Seed watermark value for first run.
`overlap`	duration	`10s`	Subtract from watermark to handle clock skew.

Pagination Block

Field	Type	Default	Description
`strategy`	string	`none`	`none`, `link_header`, `cursor`, or `offset`.
`param`	string	`""`	Query parameter for cursor value.
`path`	gjson path	`""`	Path to extract cursor from response.
`has_more_path`	gjson path	`""`	Boolean path indicating more pages exist.
`offset_param`	string	`offset`	Query parameter for offset.
`limit_param`	string	`limit`	Query parameter for page size.
`limit`	int	—	Page size (required for `offset` strategy).
`total_path`	gjson path	`""`	Path to total record count.
`max_pages`	int	`100`	Hard cap on pages per poll cycle.

Watermark Strategies

none
timestamp
cursor
etag

Full-scan on every poll. Diffs against stored state. Simple and correct for any API.Best for: small result sets, APIs with no filtering support.

watermark:
  strategy: none

Tracks the maximum timestamp seen and filters subsequent requests.Best for: APIs with since, updated_after, or modified_since parameters.

watermark:
  strategy: timestamp
  path: "updated_at"
  param: "updated_after"
  format: "2006-01-02T15:04:05Z07:00"
  initial: "2026-01-01T00:00:00Z"
  overlap: 10s

An overlap window (default 10s) handles clock skew. Duplicates are deduplicated by the storage layer’s upsert-by-key.

Stores an opaque cursor and passes it as a query parameter on the next poll.Best for: Stripe, Slack, and cursor/keyset pagination APIs.

watermark:
  strategy: cursor
  path: "data.@last.id"
  param: "starting_after"

Uses HTTP conditional requests (If-None-Match / If-Modified-Since). If the server returns 304, the poll is skipped entirely.Best for: GitHub, CDN-backed APIs.

watermark:
  strategy: etag

Pagination Strategies

link_header
cursor
offset

Follows RFC 8288 Link headers with rel="next".Best for: GitHub, GitLab, standards-compliant REST APIs.

pagination:
  strategy: link_header

Extracts a cursor from the response body for the next page.Best for: Stripe, Slack cursor-based pagination.

pagination:
  strategy: cursor
  param: "starting_after"
  path: "data.@last.id"
  has_more_path: "has_more"

Classic offset/limit pagination.Best for: Jira, legacy REST APIs.

pagination:
  strategy: offset
  limit: 100
  total_path: "meta.total"

Change Detection Modes

`diff` (default)

Field-level comparison. Emits records annotated with _change metadata:

{
  "number": 42,
  "state": "closed",
  "_change": {
    "type": "updated",
    "fields": ["state"],
    "previous": { "state": "open" },
    "current": { "state": "closed" }
  }
}

`hash`

SHA-256 hash of the full payload. If the hash changes, the record is emitted. No field-level metadata. Lower CPU overhead for large payloads.

Cookbook Examples

GitHub Pull Requests

Poll open PRs with Link header pagination and ETag caching:

sources:
  - name: github_prs
    type: api
    topic: open_prs
    api:
      url: "https://api.github.com/repos/org/repo/pulls?state=open&per_page=100"
      interval: 5m
      key_path: "number"
      detect_deletes: true
      headers:
        Authorization: "Bearer ${GITHUB_TOKEN}"
      watermark:
        strategy: etag
      pagination:
        strategy: link_header

Stripe Charges

Cursor-based pagination and watermark:

sources:
  - name: stripe_charges
    type: api
    topic: charges
    api:
      url: "https://api.stripe.com/v1/charges?limit=100"
      interval: 10s
      key_path: "id"
      response_path: "data"
      headers:
        Authorization: "Bearer ${STRIPE_SECRET_KEY}"
      watermark:
        strategy: cursor
        path: "data.@last.id"
        param: "starting_after"
      pagination:
        strategy: cursor
        param: "starting_after"
        path: "data.@last.id"
        has_more_path: "has_more"

Jira Issues

Timestamp watermark with offset pagination:

sources:
  - name: jira_issues
    type: api
    topic: jira_issues
    api:
      url: "https://your-org.atlassian.net/rest/api/3/search?jql=project=ENG"
      interval: 2m
      key_path: "id"
      response_path: "issues"
      headers:
        Authorization: "Basic ${JIRA_API_TOKEN}"
      watermark:
        strategy: timestamp
        path: "fields.updated"
        param: "jql"
        format: "2006-01-02T15:04:05.000-0700"
        overlap: 30s
      pagination:
        strategy: offset
        offset_param: "startAt"
        limit_param: "maxResults"
        limit: 50
        total_path: "total"

Operational Guidance

Choosing a Poll Interval

Use case	Suggested interval
Near-real-time tracking	`10s`–`30s`
Operational data (orders, tickets)	`1m`–`5m`
Reference data (users, products)	`5m`–`30m`
Slow-changing config data	`1h` or more

Rate Limiting

LiteJoin handles rate limiting automatically:

429 Too Many Requests — retried with Retry-After header delay
X-RateLimit-Remaining: 0 — pauses until reset
5xx errors — retried with exponential backoff (max 3 retries)
4xx errors (except 429) — not retried (configuration problem)

Environment Variables

Header values and URLs support ${ENV_VAR} expansion:

headers:
  Authorization: "Bearer ${STRIPE_SECRET_KEY}"
url: "https://api.example.com/data?api_key=${API_KEY}"

gjson Paths

All path fields use gjson syntax:

Pattern	Example	What it accesses
`field`	`id`	Top-level field
`a.b`	`data.id`	Nested field
`#.field`	`#.id`	Field from all array elements
`data.@last.id`	—	Last element’s `id` in `data` array

Introduction

Getting Started

Sources

Sinks

Building Pipelines

Operations

API Source

API Source

Quick Start

Config Reference

Source-Level Fields

`api` Block Fields

Core

Watermark Block

Watermark Strategies

Change Detection Modes

`diff` (default)

`hash`

Cookbook Examples

GitHub Pull Requests

Stripe Charges

Jira Issues

Operational Guidance

Choosing a Poll Interval

Rate Limiting

Environment Variables

gjson Paths

​API Source

​Quick Start

​Config Reference

​Source-Level Fields

​api Block Fields

​Core

​Watermark Block

​Pagination Block

​Watermark Strategies

​Pagination Strategies

​Change Detection Modes

​diff (default)

​hash

​Cookbook Examples

​GitHub Pull Requests

​Stripe Charges

​Jira Issues

​Operational Guidance

​Choosing a Poll Interval

​Rate Limiting

​Environment Variables

​gjson Paths

API Source

Quick Start

Config Reference

Source-Level Fields

`api` Block Fields

Core

Watermark Block

Pagination Block

Watermark Strategies

Pagination Strategies

Change Detection Modes

`diff` (default)

`hash`

Cookbook Examples

GitHub Pull Requests

Stripe Charges

Jira Issues

Operational Guidance

Choosing a Poll Interval

Rate Limiting

Environment Variables

gjson Paths