1use std::collections::{BTreeMap, HashSet};
16use std::sync::Arc;
17
18use anyhow::{Context, anyhow};
19use async_trait::async_trait;
20use futures::StreamExt;
21use futures::stream::FuturesUnordered;
22use itertools::Itertools;
23use phf::phf_set;
24use risingwave_common::array::{Op, StreamChunk};
25use risingwave_common::catalog::Schema;
26use risingwave_common::row::{Row, RowExt};
27use serde::Deserialize;
28use serde_with::{DisplayFromStr, serde_as};
29use simd_json::prelude::ArrayTrait;
30use thiserror_ext::AsReport;
31use tokio_postgres::types::Type as PgType;
32
33use super::{
34 LogSinker, SINK_TYPE_APPEND_ONLY, SINK_TYPE_OPTION, SINK_TYPE_UPSERT, SinkError, SinkLogReader,
35};
36use crate::connector_common::{
37 PgConnectionConfig, PostgresExternalTable, SslMode, TcpKeepaliveConfig, create_pg_client,
38};
39use crate::enforce_secret::EnforceSecret;
40use crate::parser::scalar_adapter::{ScalarAdapter, validate_pg_type_to_rw_type};
41use crate::sink::log_store::{LogStoreReadItem, TruncateOffset};
42use crate::sink::{Result, Sink, SinkParam, SinkWriterParam};
43
44pub const POSTGRES_SINK: &str = "postgres";
45
46const CHECK_FOREIGN_KEY_SQL: &str = r#"
47 SELECT EXISTS (
48 SELECT 1
49 FROM pg_constraint c
50 JOIN pg_class t ON t.oid = c.conrelid
51 JOIN pg_namespace n ON n.oid = t.relnamespace
52 WHERE n.nspname = $1
53 AND t.relname = $2
54 AND c.contype = 'f'
55 )
56"#;
57
58#[serde_as]
59#[derive(Clone, Debug, Deserialize)]
60pub struct PostgresConfig {
61 pub host: String,
62 #[serde_as(as = "DisplayFromStr")]
63 pub port: u16,
64 pub user: String,
65 pub password: String,
66 pub database: String,
67 pub table: String,
68 #[serde(default = "default_schema")]
69 pub schema: String,
70 #[serde(default = "Default::default")]
71 pub ssl_mode: SslMode,
72 #[serde(rename = "ssl.root.cert")]
73 pub ssl_root_cert: Option<String>,
74 #[serde(default = "default_max_batch_rows")]
75 #[serde_as(as = "DisplayFromStr")]
76 pub max_batch_rows: usize,
77 pub r#type: String, #[serde(default, rename = "tcp.keepalive.enable")]
79 #[serde_as(as = "DisplayFromStr")]
80 pub tcp_keepalive_enable: bool,
81
82 #[serde(flatten)]
83 pub tcp_keepalive: Option<TcpKeepaliveConfig>,
84
85 #[serde(flatten)]
86 pub unknown_fields: std::collections::HashMap<String, String>,
87}
88
89crate::impl_sink_unknown_fields!(PostgresConfig);
90
91impl EnforceSecret for PostgresConfig {
92 const ENFORCE_SECRET_PROPERTIES: phf::Set<&'static str> = phf_set! {
93 "password", "ssl.root.cert"
94 };
95}
96
97fn default_max_batch_rows() -> usize {
98 1024
99}
100
101fn default_schema() -> String {
102 "public".to_owned()
103}
104
105fn tcp_keepalive_from_config(config: &PostgresConfig) -> Option<TcpKeepaliveConfig> {
106 if config.tcp_keepalive_enable {
107 config
108 .tcp_keepalive
109 .clone()
110 .or_else(|| Some(TcpKeepaliveConfig::default()))
111 } else {
112 None
113 }
114}
115
116async fn ensure_no_foreign_key(config: &PostgresConfig) -> Result<()> {
117 let pg_conn = config.pg_connection_config();
118 let client = create_pg_client(&pg_conn, tcp_keepalive_from_config(config)).await?;
119
120 ensure_no_foreign_key_with_client(&client, &config.schema, &config.table).await
121}
122
123async fn ensure_no_foreign_key_with_client(
124 client: &tokio_postgres::Client,
125 schema: &str,
126 table: &str,
127) -> Result<()> {
128 let has_foreign_key = client
129 .query_one(CHECK_FOREIGN_KEY_SQL, &[&schema, &table])
130 .await
131 .context("failed to check foreign key constraints")?
132 .get::<_, bool>(0);
133
134 if has_foreign_key {
135 return Err(SinkError::Config(anyhow!(
136 "Postgres sink does not support target table \"{}\".\"{}\" with foreign key constraints. Please remove foreign key constraints from the target table or choose a different sink table.",
137 schema,
138 table,
139 )));
140 }
141
142 Ok(())
143}
144
145impl PostgresConfig {
146 pub fn from_btreemap(properties: BTreeMap<String, String>) -> Result<Self> {
147 let config =
148 serde_json::from_value::<PostgresConfig>(serde_json::to_value(properties).unwrap())
149 .map_err(|e| SinkError::Config(anyhow!(e)))?;
150 if config.r#type != SINK_TYPE_APPEND_ONLY && config.r#type != SINK_TYPE_UPSERT {
151 return Err(SinkError::Config(anyhow!(
152 "`{}` must be {}, or {}",
153 SINK_TYPE_OPTION,
154 SINK_TYPE_APPEND_ONLY,
155 SINK_TYPE_UPSERT
156 )));
157 }
158 Ok(config)
159 }
160
161 pub fn pg_connection_config(&self) -> PgConnectionConfig {
162 PgConnectionConfig {
163 host: self.host.clone(),
164 port: self.port,
165 user: self.user.clone(),
166 password: self.password.clone(),
167 database: self.database.clone(),
168 ssl_mode: self.ssl_mode.clone(),
169 ssl_root_cert: self.ssl_root_cert.clone(),
170 }
171 }
172}
173
174#[derive(Debug)]
175pub struct PostgresSink {
176 pub config: PostgresConfig,
177 schema: Schema,
178 pk_indices: Vec<usize>,
179 is_append_only: bool,
180}
181
182impl PostgresSink {
183 pub fn new(
184 config: PostgresConfig,
185 schema: Schema,
186 pk_indices: Vec<usize>,
187 is_append_only: bool,
188 ) -> Result<Self> {
189 Ok(Self {
190 config,
191 schema,
192 pk_indices,
193 is_append_only,
194 })
195 }
196}
197
198impl EnforceSecret for PostgresSink {
199 fn enforce_secret<'a>(
200 prop_iter: impl Iterator<Item = &'a str>,
201 ) -> crate::error::ConnectorResult<()> {
202 for prop in prop_iter {
203 PostgresConfig::enforce_one(prop)?;
204 }
205 Ok(())
206 }
207}
208
209impl TryFrom<SinkParam> for PostgresSink {
210 type Error = SinkError;
211
212 fn try_from(param: SinkParam) -> std::result::Result<Self, Self::Error> {
213 let schema = param.schema();
214 let pk_indices = param.downstream_pk_or_empty();
215 let config = PostgresConfig::from_btreemap(param.properties)?;
216 PostgresSink::new(config, schema, pk_indices, param.sink_type.is_append_only())
217 }
218}
219
220impl Sink for PostgresSink {
221 type LogSinker = PostgresSinkWriter;
222
223 const SINK_NAME: &'static str = POSTGRES_SINK;
224
225 crate::impl_validate_sink_unknown_fields!();
226
227 async fn validate(&self) -> Result<()> {
228 if !self.is_append_only && self.pk_indices.is_empty() {
229 return Err(SinkError::Config(anyhow!(
230 "Primary key not defined for upsert Postgres sink (please define in `primary_key` field)"
231 )));
232 }
233
234 ensure_no_foreign_key(&self.config).await?;
235
236 {
238 let pg_conn = self.config.pg_connection_config();
239 let pg_table = PostgresExternalTable::connect(
240 &pg_conn,
241 &self.config.schema,
242 &self.config.table,
243 self.is_append_only,
244 )
245 .await
246 .context(format!(
247 "failed to connect to database: {}, schema: {}, table: {}",
248 self.config.database, self.config.schema, self.config.table
249 ))?;
250
251 {
253 let pg_columns = pg_table.column_descs();
254 let sink_columns = self.schema.fields();
255 if pg_columns.len() < sink_columns.len() {
256 return Err(SinkError::Config(anyhow!(
257 "Column count mismatch: Postgres table has {} columns, but sink schema has {} columns, sink should have less or equal columns to the Postgres table",
258 pg_columns.len(),
259 sink_columns.len()
260 )));
261 }
262
263 let pg_columns_lookup = pg_columns
264 .iter()
265 .map(|c| (c.name.clone(), c.data_type.clone()))
266 .collect::<BTreeMap<_, _>>();
267 for sink_column in sink_columns {
268 let pg_column = pg_columns_lookup.get(&sink_column.name);
269 match pg_column {
270 None => {
271 return Err(SinkError::Config(anyhow!(
272 "Column `{}` not found in Postgres table `{}`",
273 sink_column.name,
274 self.config.table
275 )));
276 }
277 Some(pg_column) => {
278 if !validate_pg_type_to_rw_type(pg_column, &sink_column.data_type()) {
279 return Err(SinkError::Config(anyhow!(
280 "Column `{}` in Postgres table `{}` has type `{}`, but sink schema defines it as type `{}`",
281 sink_column.name,
282 self.config.table,
283 pg_column,
284 sink_column.data_type()
285 )));
286 }
287 }
288 }
289 }
290 }
291
292 {
294 let pg_pk_names = pg_table.pk_names();
295 let sink_pk_names = self
296 .pk_indices
297 .iter()
298 .map(|i| &self.schema.fields()[*i].name)
299 .collect::<HashSet<_>>();
300 if pg_pk_names.len() != sink_pk_names.len() {
301 return Err(SinkError::Config(anyhow!(
302 "Primary key mismatch: Postgres table has primary key on columns {:?}, but sink schema defines primary key on columns {:?}",
303 pg_pk_names,
304 sink_pk_names
305 )));
306 }
307 for name in pg_pk_names {
308 if !sink_pk_names.contains(name) {
309 return Err(SinkError::Config(anyhow!(
310 "Primary key mismatch: Postgres table has primary key on column `{}`, but sink schema does not define it as a primary key",
311 name
312 )));
313 }
314 }
315 }
316 }
317
318 Ok(())
319 }
320
321 async fn new_log_sinker(&self, _writer_param: SinkWriterParam) -> Result<Self::LogSinker> {
322 PostgresSinkWriter::new(
323 self.config.clone(),
324 self.schema.clone(),
325 self.pk_indices.clone(),
326 self.is_append_only,
327 )
328 .await
329 }
330}
331
332pub struct PostgresSinkWriter {
333 is_append_only: bool,
334 client: tokio_postgres::Client,
335 pk_indices: Vec<usize>,
336 pk_types: Vec<PgType>,
337 schema_types: Vec<PgType>,
338 raw_insert_sql: Arc<String>,
339 raw_upsert_sql: Arc<String>,
340 raw_delete_sql: Arc<String>,
341 insert_sql: Arc<tokio_postgres::Statement>,
342 delete_sql: Arc<tokio_postgres::Statement>,
343 upsert_sql: Arc<tokio_postgres::Statement>,
344}
345
346impl PostgresSinkWriter {
347 async fn new(
348 config: PostgresConfig,
349 schema: Schema,
350 pk_indices: Vec<usize>,
351 is_append_only: bool,
352 ) -> Result<Self> {
353 let tcp_keepalive = tcp_keepalive_from_config(&config);
354
355 let pg_conn = config.pg_connection_config();
356 let client = create_pg_client(&pg_conn, tcp_keepalive).await?;
357
358 ensure_no_foreign_key_with_client(&client, &config.schema, &config.table).await?;
359
360 let pk_indices_lookup = pk_indices.iter().copied().collect::<HashSet<_>>();
361
362 let (pk_types, schema_types) = {
364 let name_to_type = PostgresExternalTable::type_mapping(
365 &pg_conn,
366 &config.schema,
367 &config.table,
368 is_append_only,
369 )
370 .await?;
371 let mut schema_types = Vec::with_capacity(schema.fields.len());
372 let mut pk_types = Vec::with_capacity(pk_indices.len());
373 for (i, field) in schema.fields.iter().enumerate() {
374 let field_name = &field.name;
375 let actual_data_type = name_to_type.get(field_name).map(|t| (*t).clone());
376 let actual_data_type = actual_data_type
377 .ok_or_else(|| {
378 SinkError::Config(anyhow!(
379 "Column `{}` not found in sink schema",
380 field_name
381 ))
382 })?
383 .clone();
384 if pk_indices_lookup.contains(&i) {
385 pk_types.push(actual_data_type.clone())
386 }
387 schema_types.push(actual_data_type);
388 }
389 (pk_types, schema_types)
390 };
391
392 let raw_insert_sql = create_insert_sql(&schema, &config.schema, &config.table);
393 let raw_upsert_sql = create_upsert_sql(
394 &schema,
395 &config.schema,
396 &config.table,
397 &pk_indices,
398 &pk_indices_lookup,
399 );
400 let raw_delete_sql = create_delete_sql(&schema, &config.schema, &config.table, &pk_indices);
401
402 let insert_sql = client
403 .prepare(&raw_insert_sql)
404 .await
405 .with_context(|| format!("failed to prepare insert statement: {}", raw_insert_sql))?;
406 let upsert_sql = client
407 .prepare(&raw_upsert_sql)
408 .await
409 .with_context(|| format!("failed to prepare upsert statement: {}", raw_upsert_sql))?;
410 let delete_sql = client
411 .prepare(&raw_delete_sql)
412 .await
413 .with_context(|| format!("failed to prepare delete statement: {}", raw_delete_sql))?;
414
415 let writer = Self {
416 is_append_only,
417 client,
418 pk_indices,
419 pk_types,
420 schema_types,
421 raw_insert_sql: Arc::new(raw_insert_sql),
422 raw_upsert_sql: Arc::new(raw_upsert_sql),
423 raw_delete_sql: Arc::new(raw_delete_sql),
424 insert_sql: Arc::new(insert_sql),
425 delete_sql: Arc::new(delete_sql),
426 upsert_sql: Arc::new(upsert_sql),
427 };
428 Ok(writer)
429 }
430
431 async fn write_batch(&mut self, chunk: StreamChunk) -> Result<()> {
432 if self.is_append_only {
435 self.write_batch_append_only(chunk).await
436 } else {
437 self.write_batch_non_append_only(chunk).await
438 }
439 }
440
441 async fn write_batch_append_only(&mut self, chunk: StreamChunk) -> Result<()> {
442 let transaction = Arc::new(self.client.transaction().await?);
443 let mut insert_futures = FuturesUnordered::new();
444 for (op, row) in chunk.rows() {
445 match op {
446 Op::Insert => {
447 let pg_row = convert_row_to_pg_row(row, &self.schema_types);
448 let insert_sql = self.insert_sql.clone();
449 let raw_insert_sql = self.raw_insert_sql.clone();
450 let transaction = transaction.clone();
451 let future = async move {
452 transaction
453 .execute_raw(insert_sql.as_ref(), &pg_row)
454 .await
455 .with_context(|| {
456 format!(
457 "failed to execute insert statement: {}, parameters: {:?}",
458 raw_insert_sql, pg_row
459 )
460 })
461 };
462 insert_futures.push(future);
463 }
464 _ => {
465 tracing::error!(
466 "row ignored, append-only sink should not receive update insert, update delete and delete operations"
467 );
468 }
469 }
470 }
471
472 while let Some(result) = insert_futures.next().await {
473 result?;
474 }
475 if let Some(transaction) = Arc::into_inner(transaction) {
476 transaction.commit().await?;
477 } else {
478 tracing::error!("transaction lost!");
479 }
480
481 Ok(())
482 }
483
484 async fn write_batch_non_append_only(&mut self, chunk: StreamChunk) -> Result<()> {
485 let transaction = Arc::new(self.client.transaction().await?);
486 let mut delete_futures = FuturesUnordered::new();
487 let mut upsert_futures = FuturesUnordered::new();
488 for (op, row) in chunk.rows() {
489 match op {
490 Op::Delete | Op::UpdateDelete => {
491 let pg_row =
492 convert_row_to_pg_row(row.project(&self.pk_indices), &self.pk_types);
493 let delete_sql = self.delete_sql.clone();
494 let raw_delete_sql = self.raw_delete_sql.clone();
495 let transaction = transaction.clone();
496 let future = async move {
497 transaction
498 .execute_raw(delete_sql.as_ref(), &pg_row)
499 .await
500 .with_context(|| {
501 format!(
502 "failed to execute delete statement: {}, parameters: {:?}",
503 raw_delete_sql, pg_row
504 )
505 })
506 };
507 delete_futures.push(future);
508 }
509 Op::Insert | Op::UpdateInsert => {
510 let pg_row = convert_row_to_pg_row(row, &self.schema_types);
511 let upsert_sql = self.upsert_sql.clone();
512 let raw_upsert_sql = self.raw_upsert_sql.clone();
513 let transaction = transaction.clone();
514 let future = async move {
515 transaction
516 .execute_raw(upsert_sql.as_ref(), &pg_row)
517 .await
518 .with_context(|| {
519 format!(
520 "failed to execute upsert statement: {}, parameters: {:?}",
521 raw_upsert_sql, pg_row
522 )
523 })
524 };
525 upsert_futures.push(future);
526 }
527 }
528 }
529 while let Some(result) = delete_futures.next().await {
530 result?;
531 }
532 while let Some(result) = upsert_futures.next().await {
533 result?;
534 }
535 if let Some(transaction) = Arc::into_inner(transaction) {
536 transaction.commit().await?;
537 } else {
538 tracing::error!("transaction lost!");
539 }
540 Ok(())
541 }
542}
543
544#[async_trait]
545impl LogSinker for PostgresSinkWriter {
546 async fn consume_log_and_sink(mut self, mut log_reader: impl SinkLogReader) -> Result<!> {
547 log_reader.start_from(None).await?;
548 loop {
549 let (epoch, item) = log_reader.next_item().await?;
550 match item {
551 LogStoreReadItem::StreamChunk { chunk, chunk_id } => {
552 self.write_batch(chunk).await?;
553 log_reader.truncate(TruncateOffset::Chunk { epoch, chunk_id })?;
554 }
555 LogStoreReadItem::Barrier { .. } => {
556 log_reader.truncate(TruncateOffset::Barrier { epoch })?;
557 }
558 }
559 }
560 }
561}
562
563fn create_insert_sql(schema: &Schema, schema_name: &str, table_name: &str) -> String {
564 let normalized_table_name = format!(
565 "{}.{}",
566 quote_identifier(schema_name),
567 quote_identifier(table_name)
568 );
569 let number_of_columns = schema.len();
570 let columns: String = schema
571 .fields()
572 .iter()
573 .map(|field| quote_identifier(&field.name))
574 .join(", ");
575 let column_parameters: String = (0..number_of_columns)
576 .map(|i| format!("${}", i + 1))
577 .join(", ");
578 format!("INSERT INTO {normalized_table_name} ({columns}) VALUES ({column_parameters})")
579}
580
581fn create_delete_sql(
582 schema: &Schema,
583 schema_name: &str,
584 table_name: &str,
585 pk_indices: &[usize],
586) -> String {
587 let normalized_table_name = format!(
588 "{}.{}",
589 quote_identifier(schema_name),
590 quote_identifier(table_name)
591 );
592 let pk_indices = if pk_indices.is_empty() {
593 (0..schema.len()).collect_vec()
594 } else {
595 pk_indices.to_vec()
596 };
597 let pk = {
598 let pk_symbols = pk_indices
599 .iter()
600 .map(|pk_index| quote_identifier(&schema.fields()[*pk_index].name))
601 .join(", ");
602 format!("({})", pk_symbols)
603 };
604 let parameters: String = (0..pk_indices.len())
605 .map(|i| format!("${}", i + 1))
606 .join(", ");
607 format!("DELETE FROM {normalized_table_name} WHERE {pk} in (({parameters}))")
608}
609
610fn create_upsert_sql(
611 schema: &Schema,
612 schema_name: &str,
613 table_name: &str,
614 pk_indices: &[usize],
615 pk_indices_lookup: &HashSet<usize>,
616) -> String {
617 let insert_sql = create_insert_sql(schema, schema_name, table_name);
618 if pk_indices.is_empty() {
619 return insert_sql;
620 }
621 let pk_columns = pk_indices
622 .iter()
623 .map(|pk_index| quote_identifier(&schema.fields()[*pk_index].name))
624 .collect_vec()
625 .join(", ");
626 let update_parameters: String = (0..schema.len())
627 .filter(|i| !pk_indices_lookup.contains(i))
628 .map(|i| {
629 let column = quote_identifier(&schema.fields()[i].name);
630 format!("{column} = EXCLUDED.{column}")
631 })
632 .collect_vec()
633 .join(", ");
634 if update_parameters.is_empty() {
635 format!("{insert_sql} on conflict ({pk_columns}) do nothing")
636 } else {
637 format!("{insert_sql} on conflict ({pk_columns}) do update set {update_parameters}")
638 }
639}
640
641fn quote_identifier(identifier: &str) -> String {
643 format!("\"{}\"", identifier.replace("\"", "\"\""))
644}
645
646type PgDatum = Option<ScalarAdapter>;
647type PgRow = Vec<PgDatum>;
648
649fn convert_row_to_pg_row(row: impl Row, schema_types: &[PgType]) -> PgRow {
650 let mut buffer = Vec::with_capacity(row.len());
651 for (i, datum_ref) in row.iter().enumerate() {
652 let pg_datum = datum_ref.map(|s| {
653 match ScalarAdapter::from_scalar(s, &schema_types[i]) {
654 Ok(scalar) => Some(scalar),
655 Err(e) => {
656 tracing::error!(error=%e.as_report(), scalar=?s, "Failed to convert scalar to pg value");
657 None
658 }
659 }
660 });
661 buffer.push(pg_datum.flatten());
662 }
663 buffer
664}
665
666#[cfg(test)]
667mod tests {
668 use std::fmt::Display;
669
670 use expect_test::{Expect, expect};
671 use risingwave_common::catalog::Field;
672 use risingwave_common::types::DataType;
673
674 use super::*;
675
676 fn check(actual: impl Display, expect: Expect) {
677 let actual = actual.to_string();
678 expect.assert_eq(&actual);
679 }
680
681 #[test]
682 fn test_create_insert_sql() {
683 let schema = Schema::new(vec![
684 Field {
685 data_type: DataType::Int32,
686 name: "a".to_owned(),
687 },
688 Field {
689 data_type: DataType::Int32,
690 name: "b".to_owned(),
691 },
692 ]);
693 let schema_name = "test_schema";
694 let table_name = "test_table";
695 let sql = create_insert_sql(&schema, schema_name, table_name);
696 check(
697 sql,
698 expect![[r#"INSERT INTO "test_schema"."test_table" ("a", "b") VALUES ($1, $2)"#]],
699 );
700 }
701
702 #[test]
703 fn test_create_delete_sql() {
704 let schema = Schema::new(vec![
705 Field {
706 data_type: DataType::Int32,
707 name: "a".to_owned(),
708 },
709 Field {
710 data_type: DataType::Int32,
711 name: "b".to_owned(),
712 },
713 ]);
714 let schema_name = "test_schema";
715 let table_name = "test_table";
716 let sql = create_delete_sql(&schema, schema_name, table_name, &[1]);
717 check(
718 sql,
719 expect![[r#"DELETE FROM "test_schema"."test_table" WHERE ("b") in (($1))"#]],
720 );
721 let table_name = "test_table";
722 let sql = create_delete_sql(&schema, schema_name, table_name, &[0, 1]);
723 check(
724 sql,
725 expect![[r#"DELETE FROM "test_schema"."test_table" WHERE ("a", "b") in (($1, $2))"#]],
726 );
727 }
728
729 #[test]
730 fn test_create_upsert_sql() {
731 let schema = Schema::new(vec![
732 Field {
733 data_type: DataType::Int32,
734 name: "a".to_owned(),
735 },
736 Field {
737 data_type: DataType::Int32,
738 name: "b".to_owned(),
739 },
740 ]);
741 let schema_name = "test_schema";
742 let table_name = "test_table";
743 let pk_indices_lookup = HashSet::from_iter([1]);
744 let sql = create_upsert_sql(&schema, schema_name, table_name, &[1], &pk_indices_lookup);
745 check(
746 sql,
747 expect![[
748 r#"INSERT INTO "test_schema"."test_table" ("a", "b") VALUES ($1, $2) on conflict ("b") do update set "a" = EXCLUDED."a""#
749 ]],
750 );
751 }
752
753 #[test]
754 fn test_create_upsert_sql_all_columns_are_primary_keys() {
755 let schema = Schema::new(vec![
756 Field {
757 data_type: DataType::Int32,
758 name: "user_id".to_owned(),
759 },
760 Field {
761 data_type: DataType::Int32,
762 name: "client_id".to_owned(),
763 },
764 ]);
765 let schema_name = "test_schema";
766 let table_name = "test_table";
767 let pk_indices_lookup = HashSet::from_iter([0, 1]);
768 let sql = create_upsert_sql(
769 &schema,
770 schema_name,
771 table_name,
772 &[0, 1],
773 &pk_indices_lookup,
774 );
775 check(
776 sql,
777 expect![[
778 r#"INSERT INTO "test_schema"."test_table" ("user_id", "client_id") VALUES ($1, $2) on conflict ("user_id", "client_id") do nothing"#
779 ]],
780 );
781 }
782}