connectors-overview

name	connectors-overview
description	Entry point and index for the Apache Iggy Connectors subsystem (`core/connectors/`). Load this first when working anywhere under `core/connectors/` - runtime, SDK, sinks, sources, or transforms. Routes to the focused per-area skills. Use when this capability is needed.
metadata	{"author":"apache"}

Apache Iggy Connectors - Overview

Repo-wide rules (Apache headers, fmt/sort/clippy order, idiomatic Rust traits, imports at top, no cargo install, LLM-slop tells) live in AGENTS.md. This file owns connector-specific rules and routes to the per-area skills.

Contents

• STOP and ask the user before
• What sinks and sources are
• Which skill to load
• Stick to conventions
• Connector-wide rules
• Benchmark mode (per-batch timing observability)
• Logging format
• Exemplars
• Concrete efficiency patterns
• Drop accounting
• Common review smells
• File map
• Cite by symbol, not line number

STOP and ask the user before

• Bumping iggy_connector_sdk MAJOR version or changing any FFI signature in sdk/src/{sink,source}.rs - breaks every pre-built plugin .so.
• Changing the runtime's wire conventions (postcard FFI payload structs, default consumer group naming, plugin path resolution).
• Modifying runtime/src/state.rs save protocol (atomic rename + fsync ordering) - corruption risk.
• Renaming or repurposing a Schema variant - decoders/encoders pinned to wire bytes.
• Promoting a transient Error variant to Permanent* or vice versa - affects retry behavior across every plugin.

What sinks and sources are

A sink is a plugin that consumes messages from Apache Iggy streams and writes them to an external system (Postgres, Elasticsearch, Iceberg, HTTP endpoint, Mongo, object store, stdout, ...). Implements iggy_connector_sdk::Sink.

A source is a plugin that produces messages from an external system into Apache Iggy streams (poll a DB table, scroll an ES index, generate random data, ...). Implements iggy_connector_sdk::Source.

Both compile as cdylib shared libraries (.so/.dylib/.dll) loaded by the connectors runtime at startup via dlopen. The runtime drives lifecycle (open/handle/consume/close), bridges Apache Iggy ⇄ plugin via a small FFI, applies optional transforms, and persists source state.

                      ┌─ optional transforms ─┐
External  ──poll──▶  SOURCE  ──FFI──▶  RUNTIME  ──encode──▶  Apache Iggy stream
   system    plugin            ▲                    ▲
                               │                    │
                       state save (msgpack)         │
                                                    │
                       ┌─ optional transforms ─┐    │
Apache Iggy stream  ──decode──▶  RUNTIME  ──FFI──▶  SINK  ──write──▶ External
                                              plugin                   system

Headers set on the source side ride through transforms (which may modify, drop, or pass them) and arrive at the sink with BTreeMap<HeaderKey, HeaderValue> preserved deterministically.

Which skill to load

Task	Skill
Write a new sink plugin	connector-sink
Write a new source plugin	connector-source
Add schema / decoder / encoder / SDK trait surface	connector-sdk
Change runtime internals (FFI, manager, state, ...)	connector-runtime
Add a transform (field-level or format conversion)	connector-transform
Write unit / integration tests for any of the above	connector-testing

Stick to conventions

The connectors codebase is intentionally repetitive across plugins. Cross-plugin consistency makes review, LLM-assisted contribution, and onboarding tractable.

1. Find the closest existing plugin by shape (DB-write -> postgres_sink, HTTP -> http_sink, polling source -> postgres_source).
2. Copy its file layout, naming, log format, error mapping, test structure verbatim. Only the backend-specific code (the client call) should differ.
3. Don't reinvent existing patterns. The SDK's retry.rs covers HTTP retry + circuit breaker. Existing plugins cover batching, idempotency, header encoding, secret handling.
4. Don't refactor unrelated code in the same PR. Match conventions. propose convention changes separately.

Connector-wide rules

Hot loops

• Zero clone. Use &self, &str, &[T], &Payload. For Payload::Json, try_to_bytes(&self) serializes single-pass without cloning the OwnedValue tree.
• Move-out without cloning via std::mem::replace / std::mem::take.
• Vec::with_capacity(n) when building per-batch buffers. reallocation in hot path is wasted work.

Async + concurrency

• async fn only. Never .block_on() inside a Sink/Source impl - the runtime drives the executor.
• Hold locks briefly. Pattern: lock, clone/read what's needed, drop guard, then do I/O. Never hold a Mutex across an external .await.
• Atomic counters (AtomicU64) preferred over Mutex<u64> for hot-path metrics.
• No tokio::spawn from plugin code. Runtime owns lifecycle. orphans survive close().

Logging

• tracing only. info! for lifecycle, debug! per-batch detail, warn! recoverable, error! failures. Include connector ID: {self.id} and the connector name on every line.
• verbose: bool on SinkConfig/SourceConfig (TOML top-level). Runtime upgrades its own per-batch debug! to info! when set. Plugins should mirror with a verbose_logging: Option<bool> field inside plugin_config (convention: postgres_sink::PostgresSinkConfig::verbose_logging). Default both to false.
• Never log secrets (connection strings, API keys, tokens). Redact URLs at the log site. Credential fields must use SecretString (see below).

Secrets

Any credential-bearing field (connection strings, API keys, bearer tokens, AWS keys) must be SecretString from the secrecy crate, with the workspace serde wrapper applied so Debug and serialization both redact. Runtime exposes plugin configs over the /stats HTTP surface via serialization - plain String leaks the secret to anyone who can hit the endpoint. Plain String for a credential is a review-blocker. Pattern (from sinks/postgres_sink/src/lib.rs::PostgresSinkConfig):

use secrecy::{ExposeSecret, SecretString};

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct MyConfig {
    #[serde(serialize_with = "iggy_common::serde_secret::serialize_secret")]
    pub connection_string: SecretString,
}

// At call site:
let pool = PgPoolOptions::new()
    .connect(self.config.connection_string.expose_secret())
    .await?;

In-tree uses: sinks/{postgres,mongodb,elasticsearch,influxdb,delta}_sink, sources/{postgres,elasticsearch,influxdb}_source.

Errors

• Use Error::PermanentHttpError / Error::SchemaMismatch / Error::CatalogCommitError for non-retryable failures. Returning a transient variant for bad data trips circuit breakers and hammers the backend.
• No unwrap() / expect() on Results from external I/O outside tests.

Forward-compat config

New TOML fields use #[serde(default)] or Option<T>. Adding a field must not break existing configs.

Benchmark mode (per-batch timing observability)

Every sink and source supports an opt-in benchmark: bool flag (SinkConfig/SourceConfig, also env IGGY_CONNECTORS_<TYPE>_<KEY>_BENCHMARK=true). Two independent surfaces:

1. Tracing events (only when flag is on) - one structured info! per batch under target iggy_connectors::benchmark with per-stage microsecond timings:

   • Sink: connector_type, connector_key, stream, topic, partition_id, current_offset, batch_size, processed_count, decode_us, prepare_us, ffi_us, total_us
   • Source: connector_type, connector_key, stream, topic, batch_size, sent_count, decode_us, prepare_us, iggy_send_us, state_saved, state_save_us, total_us (state_save_us is 0 when state_saved is false - emitted as flat number + bool, not an Option, so the JSON layer keeps it numeric)
   • Filter live: RUST_LOG=iggy_connectors::benchmark=info
   • Also emitted on startup: a one-shot "Benchmark mode enabled for ..." info log per connector.

2. Prometheus histograms (always on, regardless of flag):

   • Metric: iggy_connector_stage_duration_seconds{connector_key, connector_type, stage} (both labels snake_case)
   • stage (snake_case): decode, prepare, total on both sides; ffi (sink only); iggy_send, state_save (source only). decode and prepare mean the same thing on both sides - decode is schema decoding, prepare is transform + encode/serialize.
   • Buckets: see runtime/src/metrics.rs::STAGE_BUCKETS_SECONDS
   • Example: histogram_quantile(0.95, sum(rate(iggy_connector_stage_duration_seconds_bucket{stage="ffi"}[5m])) by (le, connector_key))

The flag only gates the verbose text event. the histogram observation is always on. Per-stage call path: Instant::now() + SipHash over StageLabels + parking_lot RwLock::read + HashMap probe + linear scan inside Histogram::observe. Benchmark on target hardware if you suspect the overhead matters at your batch rate.

iggy_connector_messages_filtered_total{connector_key, connector_type} counts intentional drops by transforms returning Ok(None), distinct from errors_total for unexpected drops. Both also exposed in /stats JSON (ConnectorStats.messages_filtered, .errors).

Implementation: runtime/src/benchmark.rs (text-event emitters + as_micros), runtime/src/metrics.rs::{Stage, SinkLabels, SourceLabels, observe_stage_with_labels} (pre-built label cache avoids per-batch String clones. &str-based wrappers are #[cfg(test)] only). Tests: runtime/src/metrics.rs::tests::given_stage_histogram_* (unit), core/integration/tests/connectors/runtime/benchmark.rs (integration: text emission, env override, disabled-flag, histograms via /metrics, JSON log format, parser unit tests).

Logging format

runtime/src/configs/runtime.rs::LoggingConfig exposes format = "text" | "json" (text default), env IGGY_CONNECTORS_LOGGING_FORMAT=json. runtime/src/log.rs::init_logging matches on (telemetry.enabled, format) to install the right fmt::layer()/fmt::layer().json() combined with the OpenTelemetry layer when telemetry is on. JSON applies to the stdout layer only - OTel export pipeline unaffected by this flag.

Exemplars

Purpose	Plugin
Simplest sink (read first)	sinks/stdout_sink/
Real-infra sink + integration tests	sinks/postgres_sink/ + integration/tests/connectors/postgres/postgres_sink.rs
Feature-rich sink config (validation, batch modes, retry)	sinks/http_sink/
Atomic counters on hot path	sinks/mongodb_sink/
Simplest source (4 canonical state tests)	sources/random_source/
Real-infra source	sources/postgres_source/ + integration/tests/connectors/postgres/postgres_source.rs

Read the relevant exemplar end-to-end before writing or modifying a connector.

Concrete efficiency patterns

Each implemented in at least one in-tree plugin or runtime path.

Pattern	Where	When
std::mem::replace(&mut message.payload, Payload::Raw(vec![]))	sinks/http_sink/src/lib.rs (send_individual, send_ndjson, send_json_array)	Take payload from &mut ConsumedMessage no clone
std::mem::take(&mut batch)	runtime/src/sink.rs::consume_messages, manager/{sink,source}.rs	Drain a Vec field with one move
std::mem::swap	sinks/http_sink (retry_delay / max_retry_delay validation)	Fix config-field ordering in new()
Vec::with_capacity(messages.len())	Every batching sink	Pre-size per-batch buffers
bytes::Bytes::from(body)	sinks/{http,influxdb}_sink	Cheap ref-counted body sharing across retries
AtomicU64 counters	sinks/mongodb_sink	Lock-free per-message metric updates
Payload::try_to_bytes(&self)	sdk/src/lib.rs::Payload::try_to_bytes	Serialize Payload::Json no-clone
simd_json::to_owned_value(&mut bytes)	sdk/src/decoders/json.rs::JsonStreamDecoder::decode	In-place JSON parse
Brief-lock fetch	sources/postgres_source/src/lib.rs::poll_tables	Lock read -> drop -> I/O -> lock write
is_transient_error(&e) SQLSTATE mapping	sinks/postgres_sink/src/lib.rs	Driver errors -> retry vs PermanentHttpError
Two-constructor pattern (new lenient + try_new strict + Default)	sdk/src/decoders/avro.rs::AvroStreamDecoder	Stateful decoders/encoders where schema can fail

Drop accounting

• Filter drops (transform returning Ok(None)) bump messages_filtered.
• Every non-filter drop bumps errors. Inside the per-batch loops the count is accumulated in a local and flushed once after the loop via inc_errors_by_with_labels (filters likewise via inc_messages_filtered_with_labels) - one Family lookup per batch, not per message. One-shot drops outside a loop call inc_errors_with_labels directly. Hot-path calls always use the pre-built SinkLabels/SourceLabels cache. &str-based wrappers on Metrics are #[cfg(test)]-only.

Common review smells

• .clone() on Payload::Json or OwnedValue - use try_to_bytes(&self).
• &mut self on Sink::consume or Source::poll impls - won't compile, flag any creative workaround.
• std::sync::Mutex held across .await - swap for tokio::sync::Mutex.
• Missing [lib] crate-type = ["cdylib", "lib"] in plugin Cargo.toml.
• Source plugin without the four canonical state tests (see connector-testing).
• New silent message drop without a metric increment.
• Wrapping format!() around args passed to error!/warn!/info!/debug! - eager format! allocates even when level filters the line out. Pass args directly: error!("foo: {x}") or error!(error = %x, "foo").
• Logging a connection string, API key, or token.
• Plain String for a credential field - use SecretString.
• tokio::spawn inside plugin code - runtime owns lifecycle.
• std::time::SystemTime::now() in transforms - non-deterministic, breaks tests.

File map

core/connectors/
├── README.md
├── runtime/
│   ├── src/
│   │   ├── main.rs              FFI structs (SinkApi, SourceApi), plugin path resolution
│   │   ├── manager/{sink,source}.rs  Lifecycle, restart_guard, status transitions
│   │   ├── configs/             Local + HTTP config providers, ConfigEnv derive
│   │   ├── {sink,source,stream,transform,state,context}.rs
│   │   ├── benchmark.rs, log.rs, metrics.rs
│   │   └── api/                 HTTP control plane (/sinks, /sources, /stats, /metrics)
│   └── example_config/          Reference TOML
├── sdk/
│   └── src/
│       ├── lib.rs               Sink/Source traits, Payload, Schema, Error
│       ├── {sink,source}.rs     FFI containers + sink_connector!/source_connector! macros
│       ├── decoders/encoders/   Per-schema (json/raw/text/proto/flatbuffer/avro)
│       ├── transforms/          add/delete/update/filter fields, format conversions
│       └── retry.rs             CircuitBreaker, HttpRetryMiddleware
├── sinks/<name>_sink/
└── sources/<name>_source/

core/integration/tests/connectors/    # Real-infra integration tests
├── fixtures/                          # testcontainers-modules wrappers per backend
├── postgres/, elasticsearch/, mongodb/, iceberg/, influxdb/, quickwit/, http/, delta/
├── runtime/                           # error_isolation, benchmark
└── api/                               # HTTP API endpoint tests

Cite by symbol, not line number

Skills cite files by path + symbol (PostgresContainer::start in core/integration/tests/connectors/fixtures/postgres/container.rs). Line numbers go stale on the first refactor. symbol names survive. Grep the symbol if you need the exact spot.

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Discussion / help: see AGENTS.md.

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Source: apache/iggy — distributed by TomeVault.