laminar_connectors/postgres/

sink.rs

//! `PostgreSQL` sink connector implementation.
//!
//! [`PostgresSink`] implements [`SinkConnector`], writing Arrow `RecordBatch`
//! data to `PostgreSQL` tables via two strategies:
//!
//! - **Append mode**: COPY BINARY for maximum throughput (>500K rows/sec)
//! - **Upsert mode**: `INSERT ... ON CONFLICT DO UPDATE` with UNNEST arrays
//!
//! Exactly-once semantics use co-transactional offset storage: data and epoch
//! markers are committed in the same `PostgreSQL` transaction.
//!
//! # Ring Architecture
//!
//! - **Ring 0**: No sink code. Data arrives via SPSC channel (~5ns push).
//! - **Ring 1**: Batch buffering, COPY/INSERT writes, transaction management.
//! - **Ring 2**: Connection pool, table creation, epoch recovery.

use std::sync::Arc;
use std::time::{Duration, Instant};

use arrow_array::{Array, RecordBatch};
use arrow_schema::{DataType, Field, Schema, SchemaRef};
use async_trait::async_trait;
use tracing::{debug, info, warn};

use crate::config::{ConnectorConfig, ConnectorState};
use crate::connector::{SinkConnector, SinkConnectorCapabilities, WriteResult};
use crate::error::ConnectorError;
use crate::health::HealthStatus;
use crate::metrics::ConnectorMetrics;

use super::sink_config::{PostgresSinkConfig, WriteMode};
use super::sink_metrics::PostgresSinkMetrics;
use super::types::{arrow_to_pg_ddl_type, arrow_type_to_pg_array_cast, arrow_type_to_pg_sql};
use crate::connector::DeliveryGuarantee;

#[cfg(feature = "postgres-sink")]
use super::types::arrow_column_to_pg_array;
#[cfg(feature = "postgres-sink")]
use bytes::BytesMut;
#[cfg(feature = "postgres-sink")]
use deadpool_postgres::Pool;

/// `PostgreSQL` sink connector.
///
/// Writes Arrow `RecordBatch` to `PostgreSQL` tables using COPY BINARY
/// (append) or UNNEST-based upsert, with optional exactly-once semantics
/// via co-transactional epoch storage.
pub struct PostgresSink {
    /// Sink configuration.
    config: PostgresSinkConfig,
    /// Arrow schema for input batches.
    schema: SchemaRef,
    /// User-visible schema (metadata columns stripped).
    user_schema: SchemaRef,
    /// Connector lifecycle state.
    state: ConnectorState,
    /// Current epoch (for exactly-once).
    current_epoch: u64,
    /// Last committed epoch.
    last_committed_epoch: u64,
    /// Buffered records awaiting flush.
    buffer: Vec<RecordBatch>,
    /// Total rows in buffer.
    buffered_rows: usize,
    /// Last flush time.
    last_flush: Instant,
    /// Sink metrics.
    metrics: PostgresSinkMetrics,
    /// Cached upsert SQL statement (for upsert mode).
    upsert_sql: Option<String>,
    /// Cached COPY SQL statement (for append mode).
    copy_sql: Option<String>,
    /// Cached CREATE TABLE SQL (for auto-create).
    create_table_sql: Option<String>,
    /// Cached DELETE SQL (for changelog mode).
    delete_sql: Option<String>,
    /// Connection pool (`None` until `open()` is called).
    #[cfg(feature = "postgres-sink")]
    pool: Option<Pool>,
    /// Pre-allocated encode buffer for pgpq COPY BINARY output.
    #[cfg(feature = "postgres-sink")]
    encode_buf: BytesMut,
}

impl PostgresSink {
    /// Creates a new `PostgreSQL` sink connector.
    #[must_use]
    pub fn new(
        schema: SchemaRef,
        config: PostgresSinkConfig,
        registry: Option<&prometheus::Registry>,
    ) -> Self {
        let user_schema = build_user_schema(&schema);
        // Pre-allocate buffer to avoid reallocation during first epoch.
        let buf_capacity = (config.batch_size / 1024).max(4);
        Self {
            config,
            schema,
            user_schema,
            state: ConnectorState::Created,
            current_epoch: 0,
            last_committed_epoch: 0,
            buffer: Vec::with_capacity(buf_capacity),
            buffered_rows: 0,
            last_flush: Instant::now(),
            metrics: PostgresSinkMetrics::new(registry),
            upsert_sql: None,
            copy_sql: None,
            create_table_sql: None,
            delete_sql: None,
            #[cfg(feature = "postgres-sink")]
            pool: None,
            #[cfg(feature = "postgres-sink")]
            encode_buf: BytesMut::with_capacity(64 * 1024),
        }
    }

    /// Returns the current connector state.
    #[must_use]
    pub fn state(&self) -> ConnectorState {
        self.state
    }

    /// Returns the current epoch.
    #[must_use]
    pub fn current_epoch(&self) -> u64 {
        self.current_epoch
    }

    /// Returns the last committed epoch.
    #[must_use]
    pub fn last_committed_epoch(&self) -> u64 {
        self.last_committed_epoch
    }

    /// Returns the number of buffered rows pending flush.
    #[must_use]
    pub fn buffered_rows(&self) -> usize {
        self.buffered_rows
    }

    /// Returns a reference to the sink metrics.
    #[must_use]
    pub fn sink_metrics(&self) -> &PostgresSinkMetrics {
        &self.metrics
    }

    // ── SQL Generation ──────────────────────────────────────────────

    /// Builds the COPY BINARY SQL statement.
    ///
    /// ```sql
    /// COPY public.events (id, value, ts) FROM STDIN BINARY
    /// ```
    #[must_use]
    pub fn build_copy_sql(schema: &SchemaRef, config: &PostgresSinkConfig) -> String {
        let columns = user_columns(schema);
        let col_list = columns.join(", ");
        format!(
            "COPY {} ({}) FROM STDIN BINARY",
            config.qualified_table_name(),
            col_list,
        )
    }

    /// Builds the UNNEST-based upsert SQL statement.
    ///
    /// ```sql
    /// INSERT INTO public.target (id, value, updated_at)
    /// SELECT * FROM UNNEST($1::int8[], $2::text[], $3::timestamptz[])
    /// ON CONFLICT (id) DO UPDATE SET
    ///     value = EXCLUDED.value,
    ///     updated_at = EXCLUDED.updated_at
    /// ```
    #[must_use]
    pub fn build_upsert_sql(schema: &SchemaRef, config: &PostgresSinkConfig) -> String {
        let fields = user_fields(schema);

        let columns: Vec<&str> = fields.iter().map(|f| f.name().as_str()).collect();

        let unnest_params: Vec<String> = fields
            .iter()
            .enumerate()
            .map(|(i, f)| arrow_type_to_pg_array_cast(f.data_type(), i + 1))
            .collect();

        let non_key_columns: Vec<&str> = columns
            .iter()
            .copied()
            .filter(|c| {
                !config
                    .primary_key_columns
                    .iter()
                    .any(|pk| pk.as_str() == *c)
            })
            .collect();

        let update_clause: Vec<String> = non_key_columns
            .iter()
            .map(|c| format!("{c} = EXCLUDED.{c}"))
            .collect();

        let pk_list = config.primary_key_columns.join(", ");

        if update_clause.is_empty() {
            // Key-only table: use DO NOTHING
            format!(
                "INSERT INTO {} ({}) \
                 SELECT * FROM UNNEST({}) \
                 ON CONFLICT ({}) DO NOTHING",
                config.qualified_table_name(),
                columns.join(", "),
                unnest_params.join(", "),
                pk_list,
            )
        } else {
            format!(
                "INSERT INTO {} ({}) \
                 SELECT * FROM UNNEST({}) \
                 ON CONFLICT ({}) DO UPDATE SET {}",
                config.qualified_table_name(),
                columns.join(", "),
                unnest_params.join(", "),
                pk_list,
                update_clause.join(", "),
            )
        }
    }

    /// Builds the DELETE SQL for changelog deletes.
    ///
    /// ```sql
    /// DELETE FROM public.events WHERE id = ANY($1::int8[])
    /// ```
    #[must_use]
    pub fn build_delete_sql(schema: &SchemaRef, config: &PostgresSinkConfig) -> String {
        let pk_conditions: Vec<String> = config
            .primary_key_columns
            .iter()
            .enumerate()
            .map(|(i, col)| {
                let dt = schema
                    .field_with_name(col)
                    .map_or(DataType::Utf8, |f| f.data_type().clone());
                let pg_type = arrow_type_to_pg_sql(&dt);
                format!("{col} = ANY(${}::{}[])", i + 1, pg_type)
            })
            .collect();

        format!(
            "DELETE FROM {} WHERE {}",
            config.qualified_table_name(),
            pk_conditions.join(" AND "),
        )
    }

    /// Builds CREATE TABLE DDL from the Arrow schema.
    ///
    /// ```sql
    /// CREATE TABLE IF NOT EXISTS public.events (
    ///     id BIGINT NOT NULL,
    ///     value TEXT,
    ///     ts TIMESTAMPTZ,
    ///     PRIMARY KEY (id)
    /// )
    /// ```
    #[must_use]
    pub fn build_create_table_sql(schema: &SchemaRef, config: &PostgresSinkConfig) -> String {
        let fields = user_fields(schema);

        let column_defs: Vec<String> = fields
            .iter()
            .map(|f| {
                let pg_type = arrow_to_pg_ddl_type(f.data_type());
                let nullable = if f.is_nullable() { "" } else { " NOT NULL" };
                format!("    {} {}{}", f.name(), pg_type, nullable)
            })
            .collect();

        let mut ddl = format!(
            "CREATE TABLE IF NOT EXISTS {} (\n{}\n",
            config.qualified_table_name(),
            column_defs.join(",\n"),
        );

        if !config.primary_key_columns.is_empty() {
            use std::fmt::Write;
            let _ = write!(
                ddl,
                ",\n    PRIMARY KEY ({})\n",
                config.primary_key_columns.join(", ")
            );
        }

        ddl.push(')');
        ddl
    }

    /// Builds CREATE TABLE DDL for the offset tracking table.
    #[must_use]
    pub fn build_offset_table_sql() -> &'static str {
        "CREATE TABLE IF NOT EXISTS _laminardb_sink_offsets (\
         \n    sink_id TEXT PRIMARY KEY,\
         \n    epoch BIGINT NOT NULL,\
         \n    source_offsets JSONB,\
         \n    watermark BIGINT,\
         \n    updated_at TIMESTAMPTZ DEFAULT NOW()\
         \n)"
    }

    /// Builds the epoch commit SQL.
    #[must_use]
    pub fn build_epoch_commit_sql() -> &'static str {
        "INSERT INTO _laminardb_sink_offsets (sink_id, epoch, updated_at) \
         VALUES ($1, $2, NOW()) \
         ON CONFLICT (sink_id) DO UPDATE SET epoch = $2, updated_at = NOW()"
    }

    /// Builds the epoch recovery SQL.
    #[must_use]
    pub fn build_epoch_recover_sql() -> &'static str {
        "SELECT epoch FROM _laminardb_sink_offsets WHERE sink_id = $1"
    }

    // ── Changelog/Retraction ────────────────────────────────────────

    /// Splits a changelog `RecordBatch` into insert and delete batches.
    ///
    /// Uses the `_op` metadata column:
    /// - `"I"` (insert), `"U"` (update-after), `"r"` (snapshot read) → insert batch
    /// - `"D"` (delete) → delete batch
    ///
    /// The returned batches exclude metadata columns (those starting with `_`).
    ///
    /// # Errors
    ///
    /// Returns `ConnectorError::ConfigurationError` if the `_op` column is
    /// missing or not a string type.
    pub fn split_changelog_batch(
        batch: &RecordBatch,
    ) -> Result<(RecordBatch, RecordBatch), ConnectorError> {
        let op_idx = batch.schema().index_of("_op").map_err(|_| {
            ConnectorError::ConfigurationError(
                "changelog mode requires '_op' column in input schema".into(),
            )
        })?;

        let op_array = batch
            .column(op_idx)
            .as_any()
            .downcast_ref::<arrow_array::StringArray>()
            .ok_or_else(|| {
                ConnectorError::ConfigurationError("'_op' column must be String (Utf8) type".into())
            })?;

        let mut insert_indices = Vec::new();
        let mut delete_indices = Vec::new();

        for i in 0..op_array.len() {
            if op_array.is_null(i) {
                continue;
            }
            match op_array.value(i) {
                "I" | "U" | "r" => {
                    insert_indices.push(u32::try_from(i).unwrap_or(u32::MAX));
                }
                "D" => {
                    delete_indices.push(u32::try_from(i).unwrap_or(u32::MAX));
                }
                _ => {} // Skip unknown ops
            }
        }

        let insert_batch = filter_batch_by_indices(batch, &insert_indices)?;
        let delete_batch = filter_batch_by_indices(batch, &delete_indices)?;

        Ok((insert_batch, delete_batch))
    }

    // ── Internal helpers ────────────────────────────────────────────

    /// Prepares cached SQL statements based on schema and config.
    fn prepare_statements(&mut self) {
        self.copy_sql = Some(Self::build_copy_sql(&self.schema, &self.config));

        if self.config.write_mode == WriteMode::Upsert {
            self.upsert_sql = Some(Self::build_upsert_sql(&self.schema, &self.config));
        }

        if self.config.auto_create_table {
            self.create_table_sql = Some(Self::build_create_table_sql(&self.schema, &self.config));
        }

        if self.config.changelog_mode {
            self.delete_sql = Some(Self::build_delete_sql(&self.schema, &self.config));
        }
    }

    /// Returns a reference to the connection pool, or an error if not initialized.
    #[cfg(feature = "postgres-sink")]
    fn pool(&self) -> Result<&Pool, ConnectorError> {
        self.pool.as_ref().ok_or(ConnectorError::InvalidState {
            expected: "pool initialized (call open() first)".into(),
            actual: "pool not initialized".into(),
        })
    }

    /// Concatenates all buffered batches and strips metadata columns.
    #[cfg(feature = "postgres-sink")]
    fn concat_buffer(&self) -> Result<RecordBatch, ConnectorError> {
        if self.buffer.is_empty() {
            return Ok(RecordBatch::new_empty(self.user_schema.clone()));
        }

        let stripped: Result<Vec<RecordBatch>, ConnectorError> =
            self.buffer.iter().map(strip_metadata_columns).collect();
        let stripped = stripped?;

        arrow_select::concat::concat_batches(&self.user_schema, &stripped)
            .map_err(|e| ConnectorError::Internal(format!("batch concat failed: {e}")))
    }

    /// Flushes buffered data to `PostgreSQL` using the COPY BINARY protocol.
    #[cfg(feature = "postgres-sink")]
    async fn flush_append(
        &mut self,
        client: &tokio_postgres::Client,
    ) -> Result<WriteResult, ConnectorError> {
        let user_batch = self.concat_buffer()?;
        if user_batch.num_rows() == 0 {
            return Ok(WriteResult::new(0, 0));
        }

        let mut encoder = pgpq::ArrowToPostgresBinaryEncoder::try_new(self.user_schema.as_ref())
            .map_err(|e| ConnectorError::Internal(format!("pgpq encoder init: {e}")))?;

        self.encode_buf.clear();
        encoder.write_header(&mut self.encode_buf);
        encoder
            .write_batch(&user_batch, &mut self.encode_buf)
            .map_err(|e| ConnectorError::Internal(format!("pgpq encode: {e}")))?;
        encoder
            .write_footer(&mut self.encode_buf)
            .map_err(|e| ConnectorError::Internal(format!("pgpq footer: {e}")))?;

        let encoded_bytes = self.encode_buf.len();
        let bytes_to_send = self.encode_buf.split().freeze();

        let copy_sql = self
            .copy_sql
            .as_deref()
            .ok_or_else(|| ConnectorError::Internal("COPY SQL not prepared".into()))?;

        let sink = client
            .copy_in(copy_sql)
            .await
            .map_err(|e| ConnectorError::WriteError(format!("COPY start: {e}")))?;

        {
            use futures_util::SinkExt;
            futures_util::pin_mut!(sink);
            sink.send(bytes_to_send)
                .await
                .map_err(|e| ConnectorError::WriteError(format!("COPY send: {e}")))?;
            sink.close()
                .await
                .map_err(|e| ConnectorError::WriteError(format!("COPY finish: {e}")))?;
        }

        let rows = user_batch.num_rows();
        self.metrics.record_write(rows as u64, encoded_bytes as u64);
        self.metrics.record_flush();
        self.metrics.record_copy();

        Ok(WriteResult::new(rows, encoded_bytes as u64))
    }

    /// Flushes buffered data to `PostgreSQL` using UNNEST-based upsert.
    #[cfg(feature = "postgres-sink")]
    #[allow(clippy::cast_possible_truncation)]
    async fn flush_upsert(
        &mut self,
        client: &tokio_postgres::Client,
    ) -> Result<WriteResult, ConnectorError> {
        if self.config.changelog_mode {
            return self.flush_changelog(client).await;
        }

        let user_batch = self.concat_buffer()?;
        if user_batch.num_rows() == 0 {
            return Ok(WriteResult::new(0, 0));
        }

        let upsert_sql = self
            .upsert_sql
            .as_deref()
            .ok_or_else(|| ConnectorError::Internal("upsert SQL not prepared".into()))?;

        let rows = execute_unnest(client, upsert_sql, &user_batch).await?;

        let byte_estimate = estimate_batch_bytes(&user_batch);
        self.metrics.record_write(rows, byte_estimate);
        self.metrics.record_flush();
        self.metrics.record_upsert();

        Ok(WriteResult::new(rows as usize, byte_estimate))
    }

    /// Flushes changelog batches: deletes first, then upserts.
    #[cfg(feature = "postgres-sink")]
    #[allow(clippy::cast_possible_truncation)]
    async fn flush_changelog(
        &mut self,
        client: &tokio_postgres::Client,
    ) -> Result<WriteResult, ConnectorError> {
        let mut total_rows: u64 = 0;
        let mut total_bytes: u64 = 0;

        // Split each buffered batch into inserts/deletes.
        let mut all_inserts = Vec::new();
        let mut all_deletes = Vec::new();
        for batch in &self.buffer {
            let (ins, del) = Self::split_changelog_batch(batch)?;
            if ins.num_rows() > 0 {
                all_inserts.push(ins);
            }
            if del.num_rows() > 0 {
                all_deletes.push(del);
            }
        }

        // Process inserts/updates first, then deletes.
        // This handles the common CDC pattern where a key is inserted then
        // later deleted within the same epoch. For the rare case where a key
        // is deleted then re-inserted in the same batch, the upsert after
        // delete produces the correct final state.
        if !all_inserts.is_empty() {
            let insert_batch =
                arrow_select::concat::concat_batches(&self.user_schema, &all_inserts)
                    .map_err(|e| ConnectorError::Internal(format!("concat inserts: {e}")))?;

            let upsert_sql = self
                .upsert_sql
                .as_deref()
                .ok_or_else(|| ConnectorError::Internal("upsert SQL not prepared".into()))?;

            let rows = execute_unnest(client, upsert_sql, &insert_batch).await?;
            let bytes = estimate_batch_bytes(&insert_batch);
            self.metrics.record_write(rows, bytes);
            self.metrics.record_upsert();
            total_rows += rows;
            total_bytes += bytes;
        }

        if !all_deletes.is_empty() {
            let delete_batch =
                arrow_select::concat::concat_batches(&self.user_schema, &all_deletes)
                    .map_err(|e| ConnectorError::Internal(format!("concat deletes: {e}")))?;
            let deleted = self.execute_deletes(client, &delete_batch).await?;
            self.metrics.record_deletes(deleted as u64);
            total_rows += deleted as u64;
        }

        self.metrics.record_flush();
        Ok(WriteResult::new(total_rows as usize, total_bytes))
    }

    /// Executes batched DELETE for changelog delete records.
    #[cfg(feature = "postgres-sink")]
    #[allow(clippy::cast_possible_truncation)]
    async fn execute_deletes(
        &self,
        client: &tokio_postgres::Client,
        delete_batch: &RecordBatch,
    ) -> Result<usize, ConnectorError> {
        if delete_batch.num_rows() == 0 {
            return Ok(0);
        }

        let delete_sql = self
            .delete_sql
            .as_deref()
            .ok_or_else(|| ConnectorError::Internal("DELETE SQL not prepared".into()))?;

        let pk_params: Vec<Box<dyn postgres_types::ToSql + Sync + Send>> = self
            .config
            .primary_key_columns
            .iter()
            .map(|col| {
                let idx = delete_batch.schema().index_of(col).map_err(|_| {
                    ConnectorError::ConfigurationError(format!(
                        "primary key column '{col}' not in delete batch"
                    ))
                })?;
                arrow_column_to_pg_array(delete_batch.column(idx))
            })
            .collect::<Result<_, _>>()?;

        let pk_refs: Vec<&(dyn postgres_types::ToSql + Sync)> = pk_params
            .iter()
            .map(|p| p.as_ref() as &(dyn postgres_types::ToSql + Sync))
            .collect();

        let rows = client
            .execute(delete_sql, &pk_refs)
            .await
            .map_err(|e| ConnectorError::WriteError(format!("DELETE: {e}")))?;

        Ok(rows as usize)
    }

    /// Dispatches flush to the appropriate write mode.
    #[cfg(feature = "postgres-sink")]
    async fn flush_to_client(
        &mut self,
        client: &tokio_postgres::Client,
    ) -> Result<WriteResult, ConnectorError> {
        client
            .execute(
                &format!(
                    "SET statement_timeout = '{}'",
                    self.config.statement_timeout.as_millis()
                ),
                &[],
            )
            .await
            .ok(); // non-fatal if unsupported
        match self.config.write_mode {
            WriteMode::Append => self.flush_append(client).await,
            WriteMode::Upsert => self.flush_upsert(client).await,
        }
    }

    /// Checks whether the given epoch has already been committed to `PostgreSQL`.
    #[cfg(feature = "postgres-sink")]
    #[allow(clippy::cast_sign_loss)]
    async fn is_epoch_committed(
        &self,
        client: &tokio_postgres::Client,
        epoch: u64,
    ) -> Result<bool, ConnectorError> {
        let sink_id = self.config.effective_sink_id();
        let row = client
            .query_opt(Self::build_epoch_recover_sql(), &[&sink_id])
            .await
            .map_err(|e| ConnectorError::Internal(format!("epoch recovery query: {e}")))?;

        if let Some(row) = row {
            let committed: i64 = row.get(0);
            Ok(committed as u64 >= epoch)
        } else {
            Ok(false)
        }
    }
}

// ── SinkConnector implementation ────────────────────────────────────

// When the postgres-sink feature is enabled, provide the real implementation.
#[cfg(feature = "postgres-sink")]
#[async_trait]
impl SinkConnector for PostgresSink {
    async fn open(&mut self, config: &ConnectorConfig) -> Result<(), ConnectorError> {
        self.state = ConnectorState::Initializing;

        if !config.properties().is_empty() {
            self.config = PostgresSinkConfig::from_config(config)?;
        }

        // Validate changelog requires upsert.
        if self.config.changelog_mode && self.config.write_mode != WriteMode::Upsert {
            return Err(ConnectorError::ConfigurationError(
                "changelog mode requires write.mode = 'upsert'".into(),
            ));
        }

        info!(
            table = %self.config.qualified_table_name(),
            mode = %self.config.write_mode,
            guarantee = %self.config.delivery_guarantee,
            "opening PostgreSQL sink connector"
        );

        self.prepare_statements();

        if self.config.sink_id.is_empty() {
            self.config.sink_id = self.config.effective_sink_id();
        }

        // Build connection pool.
        let mut pool_cfg = deadpool_postgres::Config::new();
        pool_cfg.host = Some(self.config.hostname.clone());
        pool_cfg.port = Some(self.config.port);
        pool_cfg.dbname = Some(self.config.database.clone());
        pool_cfg.user = Some(self.config.username.clone());
        pool_cfg.password = Some(self.config.password.clone());
        let mut deadpool_cfg = deadpool_postgres::PoolConfig::new(self.config.pool_size);
        deadpool_cfg.timeouts.wait = Some(self.config.connect_timeout);
        deadpool_cfg.timeouts.create = Some(self.config.connect_timeout);
        pool_cfg.pool = Some(deadpool_cfg);

        let pool = pool_cfg
            .create_pool(
                Some(deadpool_postgres::Runtime::Tokio1),
                tokio_postgres::NoTls,
            )
            .map_err(|e| ConnectorError::ConnectionFailed(format!("pool creation failed: {e}")))?;

        // Validate connectivity.
        let client = pool.get().await.map_err(|e| {
            ConnectorError::ConnectionFailed(format!("initial connection failed: {e}"))
        })?;

        client
            .execute(
                &format!(
                    "SET statement_timeout = '{}'",
                    self.config.statement_timeout.as_millis()
                ),
                &[],
            )
            .await
            .ok(); // non-fatal if unsupported

        // Auto-create target table.
        if self.config.auto_create_table {
            if let Some(ddl) = &self.create_table_sql {
                client.batch_execute(ddl.as_str()).await.map_err(|e| {
                    ConnectorError::Internal(format!("auto-create table failed: {e}"))
                })?;
                debug!(table = %self.config.qualified_table_name(), "target table ensured");
            }
        }

        // Create offset tracking table for exactly-once.
        if self.config.delivery_guarantee == DeliveryGuarantee::ExactlyOnce {
            client
                .batch_execute(Self::build_offset_table_sql())
                .await
                .map_err(|e| {
                    ConnectorError::Internal(format!("create offset table failed: {e}"))
                })?;

            // Recover last committed epoch.
            {
                let recover_sink_id = self.config.effective_sink_id();
                let row = client
                    .query_opt(Self::build_epoch_recover_sql(), &[&recover_sink_id])
                    .await
                    .map_err(|e| ConnectorError::Internal(format!("epoch recovery: {e}")))?;
                if let Some(row) = row {
                    let epoch: i64 = row.get(0);
                    #[allow(clippy::cast_sign_loss)]
                    {
                        self.last_committed_epoch = epoch as u64;
                    }
                    info!(epoch, "recovered last committed epoch");
                }
            }
        }

        self.pool = Some(pool);
        self.state = ConnectorState::Running;

        info!(
            table = %self.config.qualified_table_name(),
            pool_size = self.config.pool_size,
            "PostgreSQL sink connector opened"
        );

        Ok(())
    }

    #[allow(clippy::cast_possible_truncation)]
    async fn write_batch(&mut self, batch: &RecordBatch) -> Result<WriteResult, ConnectorError> {
        if self.state != ConnectorState::Running {
            return Err(ConnectorError::InvalidState {
                expected: "Running".into(),
                actual: self.state.to_string(),
            });
        }

        if batch.num_rows() == 0 {
            return Ok(WriteResult::new(0, 0));
        }

        self.buffer.push(batch.clone());
        self.buffered_rows += batch.num_rows();

        // In exactly-once mode, defer all flushing to pre_commit.
        if self.config.delivery_guarantee == DeliveryGuarantee::ExactlyOnce {
            return Ok(WriteResult::new(0, 0));
        }

        // At-least-once: auto-flush when thresholds are reached.
        let should_flush = self.buffered_rows >= self.config.batch_size
            || self.last_flush.elapsed() >= self.config.flush_interval;

        if should_flush {
            let client = self
                .pool()?
                .get()
                .await
                .map_err(|e| ConnectorError::ConnectionFailed(format!("pool checkout: {e}")))?;
            let result = self.flush_to_client(&client).await?;
            self.buffer.clear();
            self.buffered_rows = 0;
            self.last_flush = Instant::now();
            return Ok(result);
        }

        Ok(WriteResult::new(0, 0))
    }

    fn schema(&self) -> SchemaRef {
        self.schema.clone()
    }

    async fn begin_epoch(&mut self, epoch: u64) -> Result<(), ConnectorError> {
        self.current_epoch = epoch;
        debug!(epoch, "PostgreSQL sink epoch started");
        Ok(())
    }

    async fn pre_commit(&mut self, epoch: u64) -> Result<(), ConnectorError> {
        if epoch != self.current_epoch {
            return Err(ConnectorError::TransactionError(format!(
                "epoch mismatch in pre_commit: expected {}, got {epoch}",
                self.current_epoch
            )));
        }

        if self.buffer.is_empty() {
            return Ok(());
        }

        let client = self
            .pool()?
            .get()
            .await
            .map_err(|e| ConnectorError::ConnectionFailed(format!("pool checkout: {e}")))?;

        if self.config.delivery_guarantee == DeliveryGuarantee::ExactlyOnce {
            // Check for already-committed epoch (recovery replay).
            if self.is_epoch_committed(&client, epoch).await? {
                info!(epoch, "epoch already committed in PostgreSQL, skipping");
                self.buffer.clear();
                self.buffered_rows = 0;
                return Ok(());
            }

            // Co-transactional: data + epoch marker in one PG transaction.
            client
                .batch_execute("BEGIN")
                .await
                .map_err(|e| ConnectorError::WriteError(format!("BEGIN: {e}")))?;

            match self.flush_to_client(&client).await {
                Ok(_result) => {
                    let sink_id = self.config.effective_sink_id();
                    #[allow(clippy::cast_possible_wrap)]
                    let epoch_i64 = epoch as i64;
                    let params: Vec<&(dyn postgres_types::ToSql + Sync)> =
                        vec![&sink_id, &epoch_i64];
                    client
                        .execute(Self::build_epoch_commit_sql(), &params)
                        .await
                        .map_err(|e| {
                            ConnectorError::WriteError(format!("epoch marker write: {e}"))
                        })?;

                    client
                        .batch_execute("COMMIT")
                        .await
                        .map_err(|e| ConnectorError::WriteError(format!("COMMIT: {e}")))?;
                }
                Err(e) => {
                    let _ = client.batch_execute("ROLLBACK").await;
                    return Err(e);
                }
            }
        } else {
            // At-least-once: just flush remaining buffer.
            self.flush_to_client(&client).await?;
        }

        self.buffer.clear();
        self.buffered_rows = 0;
        self.last_flush = Instant::now();

        debug!(epoch, "PostgreSQL sink pre-committed");
        Ok(())
    }

    async fn commit_epoch(&mut self, epoch: u64) -> Result<(), ConnectorError> {
        if epoch != self.current_epoch {
            return Err(ConnectorError::TransactionError(format!(
                "epoch mismatch: expected {}, got {epoch}",
                self.current_epoch
            )));
        }

        self.last_committed_epoch = epoch;
        self.metrics.record_commit();

        debug!(epoch, "PostgreSQL sink epoch committed");
        Ok(())
    }

    async fn rollback_epoch(&mut self, epoch: u64) -> Result<(), ConnectorError> {
        self.buffer.clear();
        self.buffered_rows = 0;

        self.metrics.record_rollback();
        warn!(epoch, "PostgreSQL sink epoch rolled back");
        Ok(())
    }

    fn health_check(&self) -> HealthStatus {
        match self.state {
            ConnectorState::Running => {
                if let Some(pool) = &self.pool {
                    let status = pool.status();
                    if status.available > 0 {
                        HealthStatus::Healthy
                    } else {
                        HealthStatus::Degraded(format!(
                            "no available connections ({} in use)",
                            status.size
                        ))
                    }
                } else {
                    HealthStatus::Unhealthy("pool not initialized".into())
                }
            }
            ConnectorState::Created | ConnectorState::Initializing => HealthStatus::Unknown,
            ConnectorState::Paused => HealthStatus::Degraded("connector paused".into()),
            ConnectorState::Recovering => HealthStatus::Degraded("recovering".into()),
            ConnectorState::Closed => HealthStatus::Unhealthy("closed".into()),
            ConnectorState::Failed => HealthStatus::Unhealthy("failed".into()),
        }
    }

    fn metrics(&self) -> ConnectorMetrics {
        self.metrics.to_connector_metrics()
    }

    fn capabilities(&self) -> SinkConnectorCapabilities {
        // statement_timeout + small margin for pool checkout / setup.
        let write_timeout = self.config.statement_timeout + Duration::from_secs(5);
        let mut caps = SinkConnectorCapabilities::new(write_timeout).with_idempotent();

        if self.config.write_mode == WriteMode::Upsert {
            caps = caps.with_upsert();
        }
        if self.config.changelog_mode {
            caps = caps.with_changelog();
        }
        if self.config.delivery_guarantee == DeliveryGuarantee::ExactlyOnce {
            caps = caps.with_exactly_once().with_two_phase_commit();
        }

        caps
    }

    async fn flush(&mut self) -> Result<(), ConnectorError> {
        if self.buffer.is_empty() {
            return Ok(());
        }
        let client = self
            .pool()?
            .get()
            .await
            .map_err(|e| ConnectorError::ConnectionFailed(format!("pool checkout: {e}")))?;
        self.flush_to_client(&client).await?;
        self.buffer.clear();
        self.buffered_rows = 0;
        self.last_flush = Instant::now();
        Ok(())
    }

    async fn close(&mut self) -> Result<(), ConnectorError> {
        info!("closing PostgreSQL sink connector");

        if !self.buffer.is_empty() {
            if let Some(pool) = &self.pool {
                if let Ok(client) = pool.get().await {
                    let _ = self.flush_to_client(&client).await;
                }
            }
        }

        self.buffer.clear();
        self.buffered_rows = 0;
        self.pool = None;
        self.state = ConnectorState::Closed;

        info!(
            table = %self.config.qualified_table_name(),
            records = self.metrics.records_written.get(),
            epochs = self.metrics.epochs_committed.get(),
            "PostgreSQL sink connector closed"
        );

        Ok(())
    }
}

// When postgres-sink feature is NOT enabled, provide a stub that returns UnsupportedOperation.
#[cfg(not(feature = "postgres-sink"))]
#[async_trait]
impl SinkConnector for PostgresSink {
    async fn open(&mut self, _config: &ConnectorConfig) -> Result<(), ConnectorError> {
        Err(ConnectorError::ConfigurationError(
            "PostgreSQL sink requires the 'postgres-sink' feature".into(),
        ))
    }

    async fn write_batch(&mut self, _batch: &RecordBatch) -> Result<WriteResult, ConnectorError> {
        Err(ConnectorError::ConfigurationError(
            "PostgreSQL sink requires the 'postgres-sink' feature".into(),
        ))
    }

    fn schema(&self) -> SchemaRef {
        self.schema.clone()
    }

    fn health_check(&self) -> HealthStatus {
        match self.state {
            ConnectorState::Running => HealthStatus::Healthy,
            ConnectorState::Created | ConnectorState::Initializing => HealthStatus::Unknown,
            ConnectorState::Paused => HealthStatus::Degraded("connector paused".into()),
            ConnectorState::Recovering => HealthStatus::Degraded("recovering".into()),
            ConnectorState::Closed => HealthStatus::Unhealthy("closed".into()),
            ConnectorState::Failed => HealthStatus::Unhealthy("failed".into()),
        }
    }

    fn metrics(&self) -> ConnectorMetrics {
        self.metrics.to_connector_metrics()
    }

    fn capabilities(&self) -> SinkConnectorCapabilities {
        let write_timeout = self.config.statement_timeout + Duration::from_secs(5);
        let mut caps = SinkConnectorCapabilities::new(write_timeout).with_idempotent();
        if self.config.write_mode == WriteMode::Upsert {
            caps = caps.with_upsert();
        }
        if self.config.changelog_mode {
            caps = caps.with_changelog();
        }
        if self.config.delivery_guarantee == DeliveryGuarantee::ExactlyOnce {
            caps = caps.with_exactly_once().with_two_phase_commit();
        }
        caps
    }

    async fn close(&mut self) -> Result<(), ConnectorError> {
        self.state = ConnectorState::Closed;
        Ok(())
    }
}

impl std::fmt::Debug for PostgresSink {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        f.debug_struct("PostgresSink")
            .field("state", &self.state)
            .field("table", &self.config.qualified_table_name())
            .field("mode", &self.config.write_mode)
            .field("guarantee", &self.config.delivery_guarantee)
            .field("current_epoch", &self.current_epoch)
            .field("last_committed_epoch", &self.last_committed_epoch)
            .field("buffered_rows", &self.buffered_rows)
            .finish_non_exhaustive()
    }
}

// ── Helper functions ────────────────────────────────────────────────

/// Returns user-visible column names (excluding metadata columns starting with `_`).
fn user_columns(schema: &SchemaRef) -> Vec<String> {
    schema
        .fields()
        .iter()
        .filter(|f| !f.name().starts_with('_'))
        .map(|f| f.name().clone())
        .collect()
}

/// Returns user-visible fields (excluding metadata columns starting with `_`).
fn user_fields(schema: &SchemaRef) -> Vec<&Arc<Field>> {
    schema
        .fields()
        .iter()
        .filter(|f| !f.name().starts_with('_'))
        .collect()
}

/// Builds a schema containing only user-visible columns.
fn build_user_schema(schema: &SchemaRef) -> SchemaRef {
    Arc::new(Schema::new(
        schema
            .fields()
            .iter()
            .filter(|f| !f.name().starts_with('_'))
            .cloned()
            .collect::<Vec<_>>(),
    ))
}

/// Filters a `RecordBatch` to include only rows at the given indices.
///
/// Also strips metadata columns (those starting with `_`) from the output.
fn filter_batch_by_indices(
    batch: &RecordBatch,
    indices: &[u32],
) -> Result<RecordBatch, ConnectorError> {
    if indices.is_empty() {
        let user_schema = Arc::new(Schema::new(
            batch
                .schema()
                .fields()
                .iter()
                .filter(|f| !f.name().starts_with('_'))
                .cloned()
                .collect::<Vec<_>>(),
        ));
        return Ok(RecordBatch::new_empty(user_schema));
    }

    let indices_array = arrow_array::UInt32Array::from(indices.to_vec());

    let user_schema = Arc::new(Schema::new(
        batch
            .schema()
            .fields()
            .iter()
            .filter(|f| !f.name().starts_with('_'))
            .cloned()
            .collect::<Vec<_>>(),
    ));

    let filtered_columns: Vec<Arc<dyn arrow_array::Array>> = batch
        .schema()
        .fields()
        .iter()
        .enumerate()
        .filter(|(_, f)| !f.name().starts_with('_'))
        .map(|(i, _)| {
            arrow_select::take::take(batch.column(i), &indices_array, None)
                .map_err(|e| ConnectorError::Internal(format!("arrow take failed: {e}")))
        })
        .collect::<Result<Vec<_>, _>>()?;

    RecordBatch::try_new(user_schema, filtered_columns)
        .map_err(|e| ConnectorError::Internal(format!("batch construction failed: {e}")))
}

/// Strips metadata columns (starting with `_`) from a `RecordBatch`.
#[cfg(feature = "postgres-sink")]
fn strip_metadata_columns(batch: &RecordBatch) -> Result<RecordBatch, ConnectorError> {
    let schema = batch.schema();
    let user_indices: Vec<usize> = schema
        .fields()
        .iter()
        .enumerate()
        .filter(|(_, f)| !f.name().starts_with('_'))
        .map(|(i, _)| i)
        .collect();

    if user_indices.len() == schema.fields().len() {
        return Ok(batch.clone());
    }

    let user_schema = Arc::new(Schema::new(
        user_indices
            .iter()
            .map(|&i| schema.field(i).clone())
            .collect::<Vec<_>>(),
    ));
    let columns: Vec<Arc<dyn Array>> = user_indices
        .iter()
        .map(|&i| batch.column(i).clone())
        .collect();

    RecordBatch::try_new(user_schema, columns)
        .map_err(|e| ConnectorError::Internal(format!("strip metadata: {e}")))
}

/// Executes an UNNEST-based INSERT/UPSERT using Arrow column arrays as parameters.
#[cfg(feature = "postgres-sink")]
async fn execute_unnest(
    client: &tokio_postgres::Client,
    sql: &str,
    batch: &RecordBatch,
) -> Result<u64, ConnectorError> {
    let params: Vec<Box<dyn postgres_types::ToSql + Sync + Send>> = (0..batch.num_columns())
        .map(|i| arrow_column_to_pg_array(batch.column(i)))
        .collect::<Result<_, _>>()?;

    let param_refs: Vec<&(dyn postgres_types::ToSql + Sync)> = params
        .iter()
        .map(|p| p.as_ref() as &(dyn postgres_types::ToSql + Sync))
        .collect();

    client
        .execute(sql, &param_refs)
        .await
        .map_err(|e| ConnectorError::WriteError(format!("UNNEST execute: {e}")))
}

/// Rough byte-size estimate for metrics (sum of column buffer sizes).
#[cfg(feature = "postgres-sink")]
fn estimate_batch_bytes(batch: &RecordBatch) -> u64 {
    (0..batch.num_columns())
        .map(|i| batch.column(i).get_buffer_memory_size() as u64)
        .sum()
}

#[cfg(test)]
mod tests {
    use super::*;
    use arrow_array::{Int64Array, StringArray};
    use arrow_schema::{DataType, Field, Schema};

    fn test_schema() -> SchemaRef {
        Arc::new(Schema::new(vec![
            Field::new("id", DataType::Int64, false),
            Field::new("name", DataType::Utf8, true),
            Field::new("value", DataType::Float64, true),
        ]))
    }

    fn test_config() -> PostgresSinkConfig {
        PostgresSinkConfig::new("localhost", "mydb", "events")
    }

    fn upsert_config() -> PostgresSinkConfig {
        let mut cfg = test_config();
        cfg.write_mode = WriteMode::Upsert;
        cfg.primary_key_columns = vec!["id".to_string()];
        cfg
    }

    fn test_batch(n: usize) -> RecordBatch {
        let ids: Vec<i64> = (0..n as i64).collect();
        let names: Vec<&str> = (0..n).map(|_| "test").collect();
        let values: Vec<f64> = (0..n).map(|i| i as f64 * 1.5).collect();

        RecordBatch::try_new(
            test_schema(),
            vec![
                Arc::new(Int64Array::from(ids)),
                Arc::new(StringArray::from(names)),
                Arc::new(arrow_array::Float64Array::from(values)),
            ],
        )
        .expect("test batch creation")
    }

    // ── Constructor tests ──

    #[test]
    fn test_new_defaults() {
        let sink = PostgresSink::new(test_schema(), test_config(), None);
        assert_eq!(sink.state(), ConnectorState::Created);
        assert_eq!(sink.current_epoch(), 0);
        assert_eq!(sink.last_committed_epoch(), 0);
        assert_eq!(sink.buffered_rows(), 0);
        assert!(sink.upsert_sql.is_none());
        assert!(sink.copy_sql.is_none());
    }

    #[test]
    fn test_user_schema_strips_metadata() {
        let schema = Arc::new(Schema::new(vec![
            Field::new("id", DataType::Int64, false),
            Field::new("_op", DataType::Utf8, false),
            Field::new("value", DataType::Utf8, true),
        ]));
        let sink = PostgresSink::new(schema, test_config(), None);
        assert_eq!(sink.user_schema.fields().len(), 2);
        assert_eq!(sink.user_schema.field(0).name(), "id");
        assert_eq!(sink.user_schema.field(1).name(), "value");
    }

    #[test]
    fn test_schema_returned() {
        let schema = test_schema();
        let sink = PostgresSink::new(schema.clone(), test_config(), None);
        assert_eq!(sink.schema(), schema);
    }

    // ── SQL generation tests ──

    #[test]
    fn test_build_copy_sql() {
        let schema = test_schema();
        let config = test_config();
        let sql = PostgresSink::build_copy_sql(&schema, &config);
        assert_eq!(
            sql,
            "COPY public.events (id, name, value) FROM STDIN BINARY"
        );
    }

    #[test]
    fn test_build_copy_sql_custom_schema() {
        let schema = test_schema();
        let mut config = test_config();
        config.schema_name = "analytics".to_string();
        let sql = PostgresSink::build_copy_sql(&schema, &config);
        assert!(sql.starts_with("COPY analytics.events"));
    }

    #[test]
    fn test_build_copy_sql_excludes_metadata_columns() {
        let schema = Arc::new(Schema::new(vec![
            Field::new("id", DataType::Int64, false),
            Field::new("_op", DataType::Utf8, false),
            Field::new("_ts_ms", DataType::Int64, false),
            Field::new("value", DataType::Utf8, true),
        ]));
        let config = test_config();
        let sql = PostgresSink::build_copy_sql(&schema, &config);
        assert_eq!(sql, "COPY public.events (id, value) FROM STDIN BINARY");
    }

    #[test]
    fn test_build_upsert_sql() {
        let schema = test_schema();
        let config = upsert_config();
        let sql = PostgresSink::build_upsert_sql(&schema, &config);

        assert!(sql.starts_with("INSERT INTO public.events"));
        assert!(sql.contains("SELECT * FROM UNNEST"));
        assert!(sql.contains("$1::int8[]"));
        assert!(sql.contains("$2::text[]"));
        assert!(sql.contains("$3::float8[]"));
        assert!(sql.contains("ON CONFLICT (id)"));
        assert!(sql.contains("DO UPDATE SET"));
        assert!(sql.contains("name = EXCLUDED.name"));
        assert!(sql.contains("value = EXCLUDED.value"));
        assert!(!sql.contains("id = EXCLUDED.id"));
    }

    #[test]
    fn test_build_upsert_sql_composite_key() {
        let schema = test_schema();
        let mut config = upsert_config();
        config.primary_key_columns = vec!["id".to_string(), "name".to_string()];
        let sql = PostgresSink::build_upsert_sql(&schema, &config);

        assert!(sql.contains("ON CONFLICT (id, name)"));
        assert!(sql.contains("value = EXCLUDED.value"));
        assert!(!sql.contains("id = EXCLUDED.id"));
        assert!(!sql.contains("name = EXCLUDED.name"));
    }

    #[test]
    fn test_build_upsert_sql_key_only_table() {
        let schema = Arc::new(Schema::new(vec![Field::new("id", DataType::Int64, false)]));
        let mut config = test_config();
        config.write_mode = WriteMode::Upsert;
        config.primary_key_columns = vec!["id".to_string()];

        let sql = PostgresSink::build_upsert_sql(&schema, &config);
        assert!(sql.contains("DO NOTHING"), "sql: {sql}");
    }

    #[test]
    fn test_build_delete_sql() {
        let schema = test_schema();
        let config = upsert_config();
        let sql = PostgresSink::build_delete_sql(&schema, &config);

        assert_eq!(sql, "DELETE FROM public.events WHERE id = ANY($1::int8[])");
    }

    #[test]
    fn test_build_delete_sql_composite_key() {
        let schema = test_schema();
        let mut config = upsert_config();
        config.primary_key_columns = vec!["id".to_string(), "name".to_string()];
        let sql = PostgresSink::build_delete_sql(&schema, &config);

        assert!(sql.contains("id = ANY($1::int8[])"));
        assert!(sql.contains("name = ANY($2::text[])"));
        assert!(sql.contains(" AND "));
    }

    #[test]
    fn test_build_create_table_sql() {
        let schema = test_schema();
        let config = upsert_config();
        let sql = PostgresSink::build_create_table_sql(&schema, &config);

        assert!(sql.starts_with("CREATE TABLE IF NOT EXISTS public.events"));
        assert!(sql.contains("id BIGINT NOT NULL"));
        assert!(sql.contains("name TEXT"));
        assert!(sql.contains("value DOUBLE PRECISION"));
        assert!(sql.contains("PRIMARY KEY (id)"));
    }

    #[test]
    fn test_build_create_table_sql_no_pk() {
        let schema = test_schema();
        let config = test_config();
        let sql = PostgresSink::build_create_table_sql(&schema, &config);

        assert!(sql.starts_with("CREATE TABLE IF NOT EXISTS"));
        assert!(!sql.contains("PRIMARY KEY"));
    }

    #[test]
    fn test_offset_table_sql() {
        let sql = PostgresSink::build_offset_table_sql();
        assert!(sql.contains("_laminardb_sink_offsets"));
        assert!(sql.contains("sink_id TEXT PRIMARY KEY"));
        assert!(sql.contains("epoch BIGINT NOT NULL"));
    }

    #[test]
    fn test_epoch_commit_sql() {
        let sql = PostgresSink::build_epoch_commit_sql();
        assert!(sql.contains("INSERT INTO _laminardb_sink_offsets"));
        assert!(sql.contains("ON CONFLICT (sink_id) DO UPDATE"));
    }

    #[test]
    fn test_epoch_recover_sql() {
        let sql = PostgresSink::build_epoch_recover_sql();
        assert!(sql.contains("SELECT epoch FROM _laminardb_sink_offsets"));
    }

    // ── Changelog splitting tests ──

    fn changelog_schema() -> SchemaRef {
        Arc::new(Schema::new(vec![
            Field::new("id", DataType::Int64, false),
            Field::new("name", DataType::Utf8, true),
            Field::new("_op", DataType::Utf8, false),
            Field::new("_ts_ms", DataType::Int64, false),
        ]))
    }

    fn changelog_batch() -> RecordBatch {
        RecordBatch::try_new(
            changelog_schema(),
            vec![
                Arc::new(Int64Array::from(vec![1, 2, 3, 4, 5])),
                Arc::new(StringArray::from(vec!["a", "b", "c", "d", "e"])),
                Arc::new(StringArray::from(vec!["I", "U", "D", "I", "D"])),
                Arc::new(Int64Array::from(vec![100, 200, 300, 400, 500])),
            ],
        )
        .expect("changelog batch creation")
    }

    #[test]
    fn test_split_changelog_batch() {
        let batch = changelog_batch();
        let (inserts, deletes) = PostgresSink::split_changelog_batch(&batch).expect("split");

        assert_eq!(inserts.num_rows(), 3);
        assert_eq!(deletes.num_rows(), 2);
        assert_eq!(inserts.num_columns(), 2);
        assert_eq!(deletes.num_columns(), 2);

        let insert_ids = inserts
            .column(0)
            .as_any()
            .downcast_ref::<Int64Array>()
            .expect("i64 array");
        assert_eq!(insert_ids.value(0), 1);
        assert_eq!(insert_ids.value(1), 2);
        assert_eq!(insert_ids.value(2), 4);

        let delete_ids = deletes
            .column(0)
            .as_any()
            .downcast_ref::<Int64Array>()
            .expect("i64 array");
        assert_eq!(delete_ids.value(0), 3);
        assert_eq!(delete_ids.value(1), 5);
    }

    #[test]
    fn test_split_changelog_all_inserts() {
        let schema = changelog_schema();
        let batch = RecordBatch::try_new(
            schema,
            vec![
                Arc::new(Int64Array::from(vec![1, 2])),
                Arc::new(StringArray::from(vec!["a", "b"])),
                Arc::new(StringArray::from(vec!["I", "I"])),
                Arc::new(Int64Array::from(vec![100, 200])),
            ],
        )
        .expect("batch");

        let (inserts, deletes) = PostgresSink::split_changelog_batch(&batch).expect("split");
        assert_eq!(inserts.num_rows(), 2);
        assert_eq!(deletes.num_rows(), 0);
    }

    #[test]
    fn test_split_changelog_all_deletes() {
        let schema = changelog_schema();
        let batch = RecordBatch::try_new(
            schema,
            vec![
                Arc::new(Int64Array::from(vec![1, 2])),
                Arc::new(StringArray::from(vec!["a", "b"])),
                Arc::new(StringArray::from(vec!["D", "D"])),
                Arc::new(Int64Array::from(vec![100, 200])),
            ],
        )
        .expect("batch");

        let (inserts, deletes) = PostgresSink::split_changelog_batch(&batch).expect("split");
        assert_eq!(inserts.num_rows(), 0);
        assert_eq!(deletes.num_rows(), 2);
    }

    #[test]
    fn test_split_changelog_missing_op_column() {
        let schema = Arc::new(Schema::new(vec![Field::new("id", DataType::Int64, false)]));
        let batch =
            RecordBatch::try_new(schema, vec![Arc::new(Int64Array::from(vec![1]))]).expect("batch");

        let result = PostgresSink::split_changelog_batch(&batch);
        assert!(result.is_err());
    }

    #[test]
    fn test_split_changelog_snapshot_read() {
        let schema = changelog_schema();
        let batch = RecordBatch::try_new(
            schema,
            vec![
                Arc::new(Int64Array::from(vec![1])),
                Arc::new(StringArray::from(vec!["a"])),
                Arc::new(StringArray::from(vec!["r"])),
                Arc::new(Int64Array::from(vec![100])),
            ],
        )
        .expect("batch");

        let (inserts, deletes) = PostgresSink::split_changelog_batch(&batch).expect("split");
        assert_eq!(inserts.num_rows(), 1);
        assert_eq!(deletes.num_rows(), 0);
    }

    // ── Buffering tests ──

    #[tokio::test]
    async fn test_write_batch_buffering() {
        let mut config = test_config();
        config.batch_size = 100;
        let mut sink = PostgresSink::new(test_schema(), config, None);
        sink.state = ConnectorState::Running;

        let batch = test_batch(10);
        let result = sink.write_batch(&batch).await.expect("write");

        assert_eq!(result.records_written, 0);
        assert_eq!(sink.buffered_rows(), 10);
    }

    #[tokio::test]
    async fn test_write_batch_empty() {
        let mut sink = PostgresSink::new(test_schema(), test_config(), None);
        sink.state = ConnectorState::Running;

        let batch = test_batch(0);
        let result = sink.write_batch(&batch).await.expect("write");
        assert_eq!(result.records_written, 0);
        assert_eq!(sink.buffered_rows(), 0);
    }

    #[tokio::test]
    async fn test_write_batch_not_running() {
        let mut sink = PostgresSink::new(test_schema(), test_config(), None);

        let batch = test_batch(10);
        let result = sink.write_batch(&batch).await;
        assert!(result.is_err());
    }

    #[tokio::test]
    async fn test_exactly_once_defers_flush() {
        let mut config = test_config();
        config.batch_size = 5; // Would normally trigger flush at 10 rows
        config.delivery_guarantee = DeliveryGuarantee::ExactlyOnce;
        let mut sink = PostgresSink::new(test_schema(), config, None);
        sink.state = ConnectorState::Running;

        let batch = test_batch(10);
        let result = sink.write_batch(&batch).await.expect("write");

        // Exactly-once: no auto-flush, all buffered.
        assert_eq!(result.records_written, 0);
        assert_eq!(sink.buffered_rows(), 10);
    }

    // ── Health check tests ──

    #[test]
    fn test_health_check_created() {
        let sink = PostgresSink::new(test_schema(), test_config(), None);
        assert_eq!(sink.health_check(), HealthStatus::Unknown);
    }

    // ── Capabilities tests ──

    #[test]
    fn test_capabilities_append_at_least_once() {
        let sink = PostgresSink::new(test_schema(), test_config(), None);
        let caps = sink.capabilities();
        assert!(caps.idempotent);
        assert!(!caps.upsert);
        assert!(!caps.changelog);
        assert!(!caps.exactly_once);
    }

    #[test]
    fn test_capabilities_upsert() {
        let sink = PostgresSink::new(test_schema(), upsert_config(), None);
        let caps = sink.capabilities();
        assert!(caps.upsert);
        assert!(caps.idempotent);
    }

    #[test]
    fn test_capabilities_changelog() {
        let mut config = test_config();
        config.changelog_mode = true;
        let sink = PostgresSink::new(test_schema(), config, None);
        let caps = sink.capabilities();
        assert!(caps.changelog);
    }

    #[test]
    fn test_capabilities_exactly_once() {
        let mut config = upsert_config();
        config.delivery_guarantee = DeliveryGuarantee::ExactlyOnce;
        let sink = PostgresSink::new(test_schema(), config, None);
        let caps = sink.capabilities();
        assert!(caps.exactly_once);
    }

    // ── Metrics tests ──

    #[test]
    fn test_metrics_initial() {
        let sink = PostgresSink::new(test_schema(), test_config(), None);
        let m = sink.metrics();
        assert_eq!(m.records_total, 0);
        assert_eq!(m.bytes_total, 0);
        assert_eq!(m.errors_total, 0);
    }

    // ── Epoch lifecycle tests ──

    #[tokio::test]
    async fn test_epoch_lifecycle_state() {
        let mut sink = PostgresSink::new(test_schema(), test_config(), None);
        sink.state = ConnectorState::Running;

        sink.begin_epoch(1).await.expect("begin");
        assert_eq!(sink.current_epoch(), 1);

        // commit_epoch updates last_committed_epoch and records metric.
        sink.commit_epoch(1).await.expect("commit");
        assert_eq!(sink.last_committed_epoch(), 1);

        let m = sink.metrics();
        let committed = m.custom.iter().find(|(k, _)| k == "pg.epochs_committed");
        assert_eq!(committed.expect("metric").1, 1.0);
    }

    #[tokio::test]
    async fn test_epoch_mismatch_rejected() {
        let mut sink = PostgresSink::new(test_schema(), test_config(), None);
        sink.state = ConnectorState::Running;

        sink.begin_epoch(1).await.expect("begin");
        let result = sink.commit_epoch(2).await;
        assert!(result.is_err());
    }

    #[tokio::test]
    async fn test_rollback_clears_buffer() {
        let mut config = test_config();
        config.batch_size = 1000;
        let mut sink = PostgresSink::new(test_schema(), config, None);
        sink.state = ConnectorState::Running;

        let batch = test_batch(50);
        sink.write_batch(&batch).await.expect("write");
        assert_eq!(sink.buffered_rows(), 50);

        sink.rollback_epoch(0).await.expect("rollback");
        assert_eq!(sink.buffered_rows(), 0);
    }

    // ── Debug output test ──

    #[test]
    fn test_debug_output() {
        let sink = PostgresSink::new(test_schema(), test_config(), None);
        let debug = format!("{sink:?}");
        assert!(debug.contains("PostgresSink"));
        assert!(debug.contains("public.events"));
    }

    // ── Helper function tests ──

    #[test]
    fn test_build_user_schema() {
        let schema = Arc::new(Schema::new(vec![
            Field::new("id", DataType::Int64, false),
            Field::new("_op", DataType::Utf8, false),
            Field::new("value", DataType::Float64, true),
            Field::new("_ts_ms", DataType::Int64, false),
        ]));
        let user = build_user_schema(&schema);
        assert_eq!(user.fields().len(), 2);
        assert_eq!(user.field(0).name(), "id");
        assert_eq!(user.field(1).name(), "value");
    }

    #[test]
    fn test_build_user_schema_no_metadata() {
        let schema = test_schema();
        let user = build_user_schema(&schema);
        assert_eq!(user.fields().len(), 3);
    }
}