From ff982ed918893ba55c758fc92c0bbf4e1207f1d4 Mon Sep 17 00:00:00 2001
From: Norbert Orzechowicz <contact@norbert.tech>
Date: Fri, 2 Jan 2026 12:41:05 +0100
Subject: [PATCH] feature: allow to pass custom parameters to postgresql
 keyset/limitoffset extractors

---
 .../PostgreSql/PostgreSqlKeySetExtractor.php  |   6 +-
 .../PostgreSqlLimitOffsetExtractor.php        |   8 +-
 .../Flow/ETL/Adapter/PostgreSql/functions.php |  58 +--
 .../Benchmark/PostgreSqlExtractorBench.php    |   9 +-
 ...stgreSqlCursorExtractorIntegrationTest.php |  24 +-
 ...stgreSqlKeySetExtractorIntegrationTest.php |  70 ++-
 ...SqlLimitOffsetExtractorIntegrationTest.php |  64 ++-
 ...ostgreSqlLoaderAllTypesIntegrationTest.php |   6 +-
 .../PostgreSql/AST/ModificationContext.php    |   9 +
 .../Transformers/KeysetPaginationModifier.php |  25 +-
 .../src/Flow/PostgreSql/AST/Traverser.php     |  10 +-
 .../AST/Visitors/ParamRefCollector.php        |  66 +++
 .../src/Flow/PostgreSql/DSL/functions.php     |   1 +
 .../KeysetPaginationModifierTest.php          | 279 +++++------
 .../Transformers/PaginationModifierTest.php   | 469 +++++++-----------
 .../AST/Visitors/ParamRefCollectorTest.php    |  78 +++
 web/landing/resources/dsl.json                |   2 +-
 17 files changed, 646 insertions(+), 538 deletions(-)
 create mode 100644 src/lib/postgresql/src/Flow/PostgreSql/AST/Visitors/ParamRefCollector.php
 create mode 100644 src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Visitors/ParamRefCollectorTest.php

diff --git a/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlKeySetExtractor.php b/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlKeySetExtractor.php
index 617e47d95..c48eb1bc3 100644
--- a/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlKeySetExtractor.php
+++ b/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlKeySetExtractor.php
@@ -21,10 +21,14 @@ final class PostgreSqlKeySetExtractor implements Extractor
 
     private ?Schema $schema = null;
 
+    /**
+     * @param array<int, mixed> $parameters
+     */
     public function __construct(
         private readonly Client $client,
         private readonly string|SqlQuery $query,
         private readonly KeySet $keySet,
+        private readonly array $parameters = [],
     ) {
     }
 
@@ -38,7 +42,7 @@ public function extract(FlowContext $context) : \Generator
         while (true) {
             $paginatedSql = $this->applyKeysetPagination($sql, $this->pageSize, $cursorValues);
 
-            $cursor = $this->client->cursor($paginatedSql, $cursorValues ?? []);
+            $cursor = $this->client->cursor($paginatedSql, \array_merge($this->parameters, $cursorValues ?? []));
 
             $hasRows = false;
             $lastRow = null;
diff --git a/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlLimitOffsetExtractor.php b/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlLimitOffsetExtractor.php
index 37ade4f06..00ad8cafb 100644
--- a/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlLimitOffsetExtractor.php
+++ b/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/PostgreSqlLimitOffsetExtractor.php
@@ -20,9 +20,13 @@ final class PostgreSqlLimitOffsetExtractor implements Extractor
 
     private ?Schema $schema = null;
 
+    /**
+     * @param array<int, mixed> $parameters
+     */
     public function __construct(
         private readonly Client $client,
         private readonly string|SqlQuery $query,
+        private readonly array $parameters = [],
     ) {
     }
 
@@ -50,7 +54,7 @@ public function extract(FlowContext $context) : \Generator
 
             $paginatedSql = $this->applyPagination($sql, $this->pageSize, $offset);
 
-            $cursor = $this->client->cursor($paginatedSql);
+            $cursor = $this->client->cursor($paginatedSql, $this->parameters);
 
             foreach ($cursor->iterate() as $row) {
                 $signal = yield array_to_rows($row, $context->entryFactory(), [], $this->schema);
@@ -110,6 +114,6 @@ private function applyPagination(string $sql, int $limit, int $offset) : string
 
     private function countTotal(string $sql) : int
     {
-        return $this->client->fetchScalarInt(sql_to_count_query($sql));
+        return $this->client->fetchScalarInt(sql_to_count_query($sql), $this->parameters);
     }
 }
diff --git a/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/functions.php b/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/functions.php
index 67816a2b8..4fc87d86d 100644
--- a/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/functions.php
+++ b/src/adapter/etl-adapter-postgresql/src/Flow/ETL/Adapter/PostgreSql/functions.php
@@ -21,60 +21,54 @@
  * @param Client $client PostgreSQL client
  * @param SqlQuery|string $query SQL query to execute (wrapped in DECLARE CURSOR)
  * @param array<int, mixed> $parameters Positional parameters for the query
- * @param int $fetchSize Number of rows to fetch per batch (default: 1000)
- * @param null|int $maximum Maximum number of rows to extract (null for unlimited)
  */
 #[DocumentationDSL(module: Module::POSTGRESQL, type: DSLType::EXTRACTOR)]
 function from_pgsql_cursor(
     Client $client,
     string|SqlQuery $query,
     array $parameters = [],
-    int $fetchSize = 1000,
-    ?int $maximum = null,
 ) : PostgreSqlCursorExtractor {
-    $extractor = (new PostgreSqlCursorExtractor($client, $query, $parameters))
-        ->withFetchSize($fetchSize);
-
-    if ($maximum !== null) {
-        $extractor->withMaximum($maximum);
-    }
-
-    return $extractor;
+    return new PostgreSqlCursorExtractor($client, $query, $parameters);
 }
 
+/**
+ * Create a PostgreSQL extractor using LIMIT/OFFSET pagination.
+ *
+ * Suitable for smaller datasets. For large datasets, consider using keyset pagination
+ * (from_pgsql_key_set) which is more efficient.
+ *
+ * @param Client $client PostgreSQL client
+ * @param SqlQuery|string $query SQL query to execute (must have ORDER BY clause)
+ * @param array<int, mixed> $parameters Positional parameters for the query
+ */
 #[DocumentationDSL(module: Module::POSTGRESQL, type: DSLType::EXTRACTOR)]
 function from_pgsql_limit_offset(
     Client $client,
     string|SqlQuery $query,
-    int $pageSize = 1000,
-    ?int $maximum = null,
+    array $parameters = [],
 ) : PostgreSqlLimitOffsetExtractor {
-    $extractor = (new PostgreSqlLimitOffsetExtractor($client, $query))
-        ->withPageSize($pageSize);
-
-    if ($maximum !== null) {
-        $extractor->withMaximum($maximum);
-    }
-
-    return $extractor;
+    return new PostgreSqlLimitOffsetExtractor($client, $query, $parameters);
 }
 
+/**
+ * Create a PostgreSQL extractor using keyset (cursor-based) pagination.
+ *
+ * More efficient than LIMIT/OFFSET for large datasets - uses indexed WHERE conditions
+ * instead of skipping rows.
+ *
+ * @param Client $client PostgreSQL client
+ * @param SqlQuery|string $query SQL query to execute (must have ORDER BY matching keyset columns)
+ * @param KeySet $keySet Columns to use for keyset pagination
+ * @param array<int, mixed> $parameters Positional parameters for the query
+ */
 #[DocumentationDSL(module: Module::POSTGRESQL, type: DSLType::EXTRACTOR)]
 function from_pgsql_key_set(
     Client $client,
     string|SqlQuery $query,
     KeySet $keySet,
-    int $pageSize = 1000,
-    ?int $maximum = null,
+    array $parameters = [],
 ) : PostgreSqlKeySetExtractor {
-    $extractor = (new PostgreSqlKeySetExtractor($client, $query, $keySet))
-        ->withPageSize($pageSize);
-
-    if ($maximum !== null) {
-        $extractor->withMaximum($maximum);
-    }
-
-    return $extractor;
+    return new PostgreSqlKeySetExtractor($client, $query, $keySet, $parameters);
 }
 
 #[DocumentationDSL(module: Module::POSTGRESQL, type: DSLType::HELPER)]
diff --git a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Benchmark/PostgreSqlExtractorBench.php b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Benchmark/PostgreSqlExtractorBench.php
index b80050dad..328d879a2 100644
--- a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Benchmark/PostgreSqlExtractorBench.php
+++ b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Benchmark/PostgreSqlExtractorBench.php
@@ -57,8 +57,7 @@ public function bench_extract_10k_cursor() : void
         foreach (from_pgsql_cursor(
             $this->client,
             select(star())->from(table(self::TABLE_NAME)),
-            fetchSize: 1000
-        )->extract($context) as $rows) {
+        )->withFetchSize(1000)->extract($context) as $rows) {
         }
     }
 
@@ -70,8 +69,7 @@ public function bench_extract_10k_keyset() : void
             $this->client,
             select(star())->from(table(self::TABLE_NAME)),
             pgsql_pagination_key_set(pgsql_pagination_key_asc('index')),
-            pageSize: 1000
-        )->extract($context) as $rows) {
+        )->withPageSize(1000)->extract($context) as $rows) {
         }
     }
 
@@ -82,8 +80,7 @@ public function bench_extract_10k_limit_offset() : void
         foreach (from_pgsql_limit_offset(
             $this->client,
             select(star())->from(table(self::TABLE_NAME))->orderBy(asc(col('index'))),
-            pageSize: 1000
-        )->extract($context) as $rows) {
+        )->withPageSize(1000)->extract($context) as $rows) {
         }
     }
 
diff --git a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlCursorExtractorIntegrationTest.php b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlCursorExtractorIntegrationTest.php
index 3a4be96f1..314aeb795 100644
--- a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlCursorExtractorIntegrationTest.php
+++ b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlCursorExtractorIntegrationTest.php
@@ -47,8 +47,7 @@ public function test_extracts_all_rows_with_cursor() : void
             ->read(from_pgsql_cursor(
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName))->orderBy(asc(col('id'))),
-                fetchSize: 5
-            ))
+            )->withFetchSize(5))
             ->fetch()
             ->toArray();
 
@@ -64,8 +63,7 @@ public function test_extracts_all_rows_without_order_by() : void
             ->read(from_pgsql_cursor(
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName)),
-                fetchSize: 5
-            ))
+            )->withFetchSize(5))
             ->fetch()
             ->toArray();
 
@@ -78,9 +76,7 @@ public function test_extracts_limited_rows_with_maximum() : void
             ->read(from_pgsql_cursor(
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName))->orderBy(asc(col('id'))),
-                fetchSize: 5,
-                maximum: 12
-            ))
+            )->withFetchSize(5)->withMaximum(12))
             ->fetch()
             ->toArray();
 
@@ -96,8 +92,7 @@ public function test_extracts_with_custom_cursor_name() : void
             ->read(from_pgsql_cursor(
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName))->orderBy(asc(col('id'))),
-                fetchSize: 5
-            )->withCursorName('my_custom_cursor'))
+            )->withFetchSize(5)->withCursorName('my_custom_cursor'))
             ->fetch()
             ->toArray();
 
@@ -113,8 +108,7 @@ public function test_extracts_with_custom_fetch_size() : void
             ->read(from_pgsql_cursor(
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName))->orderBy(asc(col('id'))),
-                fetchSize: 3
-            ))
+            )->withFetchSize(3))
             ->fetch()
             ->toArray();
 
@@ -130,9 +124,8 @@ public function test_extracts_with_parameterized_query() : void
             ->read(from_pgsql_cursor(
                 $this->client,
                 'SELECT id, name FROM ' . $this->tableName . ' WHERE id > $1 ORDER BY id',
-                parameters: [10],
-                fetchSize: 5
-            ))
+                [10],
+            )->withFetchSize(5))
             ->fetch()
             ->toArray();
 
@@ -148,8 +141,7 @@ public function test_extracts_with_raw_sql() : void
             ->read(from_pgsql_cursor(
                 $this->client,
                 'SELECT id, name FROM ' . $this->tableName . ' ORDER BY id',
-                fetchSize: 5
-            ))
+            )->withFetchSize(5))
             ->fetch()
             ->toArray();
 
diff --git a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlKeySetExtractorIntegrationTest.php b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlKeySetExtractorIntegrationTest.php
index 1de9e2610..f4e5da33a 100644
--- a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlKeySetExtractorIntegrationTest.php
+++ b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlKeySetExtractorIntegrationTest.php
@@ -48,8 +48,7 @@ public function test_extracts_all_rows_with_keyset_pagination() : void
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName)),
                 pgsql_pagination_key_set(pgsql_pagination_key_asc('id')),
-                pageSize: 5
-            ))
+            )->withPageSize(5))
             ->fetch()
             ->toArray();
 
@@ -66,9 +65,7 @@ public function test_extracts_limited_rows_with_maximum() : void
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName)),
                 pgsql_pagination_key_set(pgsql_pagination_key_asc('id')),
-                pageSize: 5,
-                maximum: 12
-            ))
+            )->withPageSize(5)->withMaximum(12))
             ->fetch()
             ->toArray();
 
@@ -85,8 +82,7 @@ public function test_extracts_with_descending_order() : void
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName)),
                 pgsql_pagination_key_set(pgsql_pagination_key_desc('id')),
-                pageSize: 5
-            ))
+            )->withPageSize(5))
             ->fetch()
             ->toArray();
 
@@ -96,6 +92,24 @@ public function test_extracts_with_descending_order() : void
         self::assertSame(\range(25, 1), \array_column($rows, 'id'));
     }
 
+    public function test_extracts_with_multiple_positional_parameters() : void
+    {
+        $rows = df()
+            ->read(from_pgsql_key_set(
+                $this->client,
+                'SELECT id, name FROM ' . $this->tableName . ' WHERE id >= $1 AND id <= $2',
+                pgsql_pagination_key_set(pgsql_pagination_key_asc('id')),
+                [5, 15],
+            )->withPageSize(3))
+            ->fetch()
+            ->toArray();
+
+        self::assertCount(11, $rows);
+        self::assertSame(5, $rows[0]['id']);
+        self::assertSame(15, $rows[10]['id']);
+        self::assertSame(\range(5, 15), \array_column($rows, 'id'));
+    }
+
     public function test_extracts_with_raw_sql() : void
     {
         $rows = df()
@@ -103,8 +117,7 @@ public function test_extracts_with_raw_sql() : void
                 $this->client,
                 'SELECT id, name FROM ' . $this->tableName,
                 pgsql_pagination_key_set(pgsql_pagination_key_asc('id')),
-                pageSize: 5
-            ))
+            )->withPageSize(5))
             ->fetch()
             ->toArray();
 
@@ -114,6 +127,42 @@ public function test_extracts_with_raw_sql() : void
         self::assertSame(\range(1, 25), \array_column($rows, 'id'));
     }
 
+    public function test_extracts_with_single_positional_parameter() : void
+    {
+        $rows = df()
+            ->read(from_pgsql_key_set(
+                $this->client,
+                'SELECT id, name FROM ' . $this->tableName . ' WHERE id > $1',
+                pgsql_pagination_key_set(pgsql_pagination_key_asc('id')),
+                [10],
+            )->withPageSize(5))
+            ->fetch()
+            ->toArray();
+
+        self::assertCount(15, $rows);
+        self::assertSame(11, $rows[0]['id']);
+        self::assertSame(25, $rows[14]['id']);
+        self::assertSame(\range(11, 25), \array_column($rows, 'id'));
+    }
+
+    public function test_extracts_with_three_positional_parameters() : void
+    {
+        $rows = df()
+            ->read(from_pgsql_key_set(
+                $this->client,
+                'SELECT id, name FROM ' . $this->tableName . ' WHERE id >= $1 AND id <= $2 AND name LIKE $3',
+                pgsql_pagination_key_set(pgsql_pagination_key_asc('id')),
+                [5, 15, 'User_%'],
+            )->withPageSize(3))
+            ->fetch()
+            ->toArray();
+
+        self::assertCount(11, $rows);
+        self::assertSame(5, $rows[0]['id']);
+        self::assertSame(15, $rows[10]['id']);
+        self::assertSame(\range(5, 15), \array_column($rows, 'id'));
+    }
+
     public function test_returns_empty_for_empty_table() : void
     {
         $this->client->execute(delete()->from($this->tableName));
@@ -123,8 +172,7 @@ public function test_returns_empty_for_empty_table() : void
                 $this->client,
                 select(star())->from(table($this->tableName)),
                 pgsql_pagination_key_set(pgsql_pagination_key_asc('id')),
-                pageSize: 10
-            ))
+            )->withPageSize(10))
             ->fetch()
             ->toArray();
 
diff --git a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLimitOffsetExtractorIntegrationTest.php b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLimitOffsetExtractorIntegrationTest.php
index e29cb0995..937cbe0be 100644
--- a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLimitOffsetExtractorIntegrationTest.php
+++ b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLimitOffsetExtractorIntegrationTest.php
@@ -47,8 +47,7 @@ public function test_extracts_all_rows_with_pagination() : void
             ->read(from_pgsql_limit_offset(
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName))->orderBy(asc(col('id'))),
-                pageSize: 5
-            ))
+            )->withPageSize(5))
             ->fetch()
             ->toArray();
 
@@ -64,9 +63,7 @@ public function test_extracts_limited_rows_with_maximum() : void
             ->read(from_pgsql_limit_offset(
                 $this->client,
                 select(col('id'), col('name'))->from(table($this->tableName))->orderBy(asc(col('id'))),
-                pageSize: 5,
-                maximum: 12
-            ))
+            )->withPageSize(5)->withMaximum(12))
             ->fetch()
             ->toArray();
 
@@ -76,14 +73,30 @@ public function test_extracts_limited_rows_with_maximum() : void
         self::assertSame(\range(1, 12), \array_column($rows, 'id'));
     }
 
+    public function test_extracts_with_multiple_positional_parameters() : void
+    {
+        $rows = df()
+            ->read(from_pgsql_limit_offset(
+                $this->client,
+                'SELECT id, name FROM ' . $this->tableName . ' WHERE id >= $1 AND id <= $2 ORDER BY id',
+                [5, 15],
+            )->withPageSize(3))
+            ->fetch()
+            ->toArray();
+
+        self::assertCount(11, $rows);
+        self::assertSame(5, $rows[0]['id']);
+        self::assertSame(15, $rows[10]['id']);
+        self::assertSame(\range(5, 15), \array_column($rows, 'id'));
+    }
+
     public function test_extracts_with_raw_sql() : void
     {
         $rows = df()
             ->read(from_pgsql_limit_offset(
                 $this->client,
                 'SELECT id, name FROM ' . $this->tableName . ' ORDER BY id',
-                pageSize: 5
-            ))
+            )->withPageSize(5))
             ->fetch()
             ->toArray();
 
@@ -93,6 +106,40 @@ public function test_extracts_with_raw_sql() : void
         self::assertSame(\range(1, 25), \array_column($rows, 'id'));
     }
 
+    public function test_extracts_with_single_positional_parameter() : void
+    {
+        $rows = df()
+            ->read(from_pgsql_limit_offset(
+                $this->client,
+                'SELECT id, name FROM ' . $this->tableName . ' WHERE id > $1 ORDER BY id',
+                [10],
+            )->withPageSize(5))
+            ->fetch()
+            ->toArray();
+
+        self::assertCount(15, $rows);
+        self::assertSame(11, $rows[0]['id']);
+        self::assertSame(25, $rows[14]['id']);
+        self::assertSame(\range(11, 25), \array_column($rows, 'id'));
+    }
+
+    public function test_extracts_with_three_positional_parameters() : void
+    {
+        $rows = df()
+            ->read(from_pgsql_limit_offset(
+                $this->client,
+                'SELECT id, name FROM ' . $this->tableName . ' WHERE id >= $1 AND id <= $2 AND name LIKE $3 ORDER BY id',
+                [5, 15, 'User_%'],
+            )->withPageSize(3))
+            ->fetch()
+            ->toArray();
+
+        self::assertCount(11, $rows);
+        self::assertSame(5, $rows[0]['id']);
+        self::assertSame(15, $rows[10]['id']);
+        self::assertSame(\range(5, 15), \array_column($rows, 'id'));
+    }
+
     public function test_returns_empty_for_empty_table() : void
     {
         $this->client->execute(delete()->from($this->tableName));
@@ -101,8 +148,7 @@ public function test_returns_empty_for_empty_table() : void
             ->read(from_pgsql_limit_offset(
                 $this->client,
                 select(star())->from(table($this->tableName))->orderBy(asc(col('id'))),
-                pageSize: 10
-            ))
+            )->withPageSize(10))
             ->fetch()
             ->toArray();
 
diff --git a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLoaderAllTypesIntegrationTest.php b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLoaderAllTypesIntegrationTest.php
index aea32225a..5472c072f 100644
--- a/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLoaderAllTypesIntegrationTest.php
+++ b/src/adapter/etl-adapter-postgresql/tests/Flow/ETL/Adapter/PostgreSql/Tests/Integration/PostgreSqlLoaderAllTypesIntegrationTest.php
@@ -6,7 +6,7 @@
 
 use function Flow\ETL\Adapter\PostgreSql\{from_pgsql_limit_offset, to_pgsql_table};
 use function Flow\ETL\DSL\{bool_entry, date_entry, datetime_entry, df, enum_entry, float_entry, from_rows, int_entry, json_entry, list_entry, map_entry, row, rows, str_entry, structure_entry, time_entry, uuid_entry, xml_element_entry, xml_entry};
-use function Flow\PostgreSql\DSL\{column, create, data_type_bigint, data_type_boolean, data_type_custom, data_type_date, data_type_double_precision, data_type_jsonb, data_type_serial, data_type_text, data_type_time, data_type_timestamptz, data_type_uuid, drop, select, star, table};
+use function Flow\PostgreSql\DSL\{asc, col, column, create, data_type_bigint, data_type_boolean, data_type_custom, data_type_date, data_type_double_precision, data_type_jsonb, data_type_serial, data_type_text, data_type_time, data_type_timestamptz, data_type_uuid, drop, select, star, table};
 use function Flow\Types\DSL\{type_integer, type_list, type_map, type_string, type_structure};
 use Flow\ETL\Adapter\PostgreSql\Tests\Fixtures\Enum\BackedStringEnum;
 use Flow\ETL\Adapter\PostgreSql\Tests\IntegrationTestCase;
@@ -102,7 +102,7 @@ enum_entry('col_enum', BackedStringEnum::one),
         $result = df()
             ->read(from_pgsql_limit_offset(
                 $this->client,
-                select(star())->from(table($this->tableName)),
+                select(star())->from(table($this->tableName))->orderBy(asc(col('id'))),
             ))
             ->fetch()
             ->toArray();
@@ -162,7 +162,7 @@ public function test_inserts_null_values_for_all_entry_types() : void
         $result = df()
             ->read(from_pgsql_limit_offset(
                 $this->client,
-                select(star())->from(table($this->tableName)),
+                select(star())->from(table($this->tableName))->orderBy(asc(col('id'))),
             ))
             ->fetch()
             ->toArray();
diff --git a/src/lib/postgresql/src/Flow/PostgreSql/AST/ModificationContext.php b/src/lib/postgresql/src/Flow/PostgreSql/AST/ModificationContext.php
index 9e3cb18fe..7cc5dbd90 100644
--- a/src/lib/postgresql/src/Flow/PostgreSql/AST/ModificationContext.php
+++ b/src/lib/postgresql/src/Flow/PostgreSql/AST/ModificationContext.php
@@ -4,6 +4,8 @@
 
 namespace Flow\PostgreSql\AST;
 
+use Flow\PostgreSql\Protobuf\AST\ParseResult;
+
 /**
  * Provides context information during AST modification.
  *
@@ -15,10 +17,12 @@
     /**
      * @param array<object> $ancestors Stack of parent nodes (from root to immediate parent)
      * @param int $depth Current depth in the AST (1-based, root statements are at depth 1)
+     * @param ParseResult $parseResult The full parsed AST for context-aware operations
      */
     public function __construct(
         private array $ancestors,
         private int $depth,
+        private ParseResult $parseResult,
     ) {
     }
 
@@ -44,4 +48,9 @@ public function parent() : ?object
     {
         return $this->ancestors[\count($this->ancestors) - 1] ?? null;
     }
+
+    public function parseResult() : ParseResult
+    {
+        return $this->parseResult;
+    }
 }
diff --git a/src/lib/postgresql/src/Flow/PostgreSql/AST/Transformers/KeysetPaginationModifier.php b/src/lib/postgresql/src/Flow/PostgreSql/AST/Transformers/KeysetPaginationModifier.php
index 58b21ae92..e53d1ac78 100644
--- a/src/lib/postgresql/src/Flow/PostgreSql/AST/Transformers/KeysetPaginationModifier.php
+++ b/src/lib/postgresql/src/Flow/PostgreSql/AST/Transformers/KeysetPaginationModifier.php
@@ -4,7 +4,8 @@
 
 namespace Flow\PostgreSql\AST\Transformers;
 
-use Flow\PostgreSql\AST\{ModificationContext, NodeModifier};
+use Flow\PostgreSql\AST\{ModificationContext, NodeModifier, Traverser};
+use Flow\PostgreSql\AST\Visitors\ParamRefCollector;
 use Flow\PostgreSql\Exception\PaginationException;
 use Flow\PostgreSql\Protobuf\AST\{
     A_Const,
@@ -32,11 +33,16 @@
  *
  * For first page (no cursor): Just adds LIMIT
  * For subsequent pages: Adds WHERE (col1, col2) > ($1, $2) AND existing_where
+ *
+ * Automatically detects existing query parameters and appends keyset placeholders
+ * at the end (e.g., if query has $1, $2, keyset uses $3, $4, etc.)
  */
-final readonly class KeysetPaginationModifier implements NodeModifier
+final class KeysetPaginationModifier implements NodeModifier
 {
+    private int $parameterOffset = 0;
+
     public function __construct(
-        private KeysetPaginationConfig $config,
+        private readonly KeysetPaginationConfig $config,
     ) {
     }
 
@@ -57,6 +63,8 @@ public function modify(object $node, ModificationContext $context) : int|object|
             throw new PaginationException('Keyset pagination requires at least one column');
         }
 
+        $this->parameterOffset = $this->detectMaxParamNumber($context);
+
         if (!$this->hasOrderBy($node)) {
             $this->addOrderByFromKeyset($node);
         }
@@ -130,7 +138,7 @@ private function applyLimit(SelectStmt $stmt) : void
     private function buildComparisonExpr(Node $leftColumnRef, int $paramNumber, string $operator) : Node
     {
         $paramRef = new ParamRef();
-        $paramRef->setNumber($paramNumber);
+        $paramRef->setNumber($paramNumber + $this->parameterOffset);
 
         $paramNode = new Node();
         $paramNode->setParamRef($paramRef);
@@ -233,6 +241,15 @@ private function createIntegerNode(int $value) : Node
         return $node;
     }
 
+    private function detectMaxParamNumber(ModificationContext $context) : int
+    {
+        $collector = new ParamRefCollector();
+        $traverser = new Traverser($collector);
+        $traverser->traverse($context->parseResult());
+
+        return $collector->getMaxParamNumber();
+    }
+
     private function hasOrderBy(SelectStmt $stmt) : bool
     {
         return \count($stmt->getSortClause() ?? []) > 0;
diff --git a/src/lib/postgresql/src/Flow/PostgreSql/AST/Traverser.php b/src/lib/postgresql/src/Flow/PostgreSql/AST/Traverser.php
index b4806942c..b5640beb7 100644
--- a/src/lib/postgresql/src/Flow/PostgreSql/AST/Traverser.php
+++ b/src/lib/postgresql/src/Flow/PostgreSql/AST/Traverser.php
@@ -25,6 +25,8 @@ final class Traverser
      */
     private readonly array $modifiers;
 
+    private ?ParseResult $parseResult = null;
+
     private bool $stopTraversal = false;
 
     /**
@@ -61,6 +63,7 @@ public function traverse(ParseResult $parseResult) : void
         $this->stopTraversal = false;
         $this->ancestorStack = [];
         $this->currentDepth = 0;
+        $this->parseResult = $parseResult;
 
         foreach ($parseResult->getStmts() as $rawStmt) {
             $this->currentDepth = 1;
@@ -186,6 +189,10 @@ private function extractInnerNodes(Node $node) : array
             $nodes[] = $inner;
         }
 
+        if (($inner = $node->getParamRef()) !== null) {
+            $nodes[] = $inner;
+        }
+
         return $nodes;
     }
 
@@ -199,7 +206,8 @@ private function traverseNode(Node $node) : ?Node
         $replacement = null;
 
         $innerNodes = $this->extractInnerNodes($node);
-        $context = new ModificationContext($this->ancestorStack, $this->currentDepth);
+        /** @phpstan-ignore argument.type (parseResult is always set by traverse() before traverseNode() is called) */
+        $context = new ModificationContext($this->ancestorStack, $this->currentDepth, $this->parseResult);
 
         foreach ($innerNodes as $innerNode) {
             $nodeClass = $innerNode::class;
diff --git a/src/lib/postgresql/src/Flow/PostgreSql/AST/Visitors/ParamRefCollector.php b/src/lib/postgresql/src/Flow/PostgreSql/AST/Visitors/ParamRefCollector.php
new file mode 100644
index 000000000..16de593c2
--- /dev/null
+++ b/src/lib/postgresql/src/Flow/PostgreSql/AST/Visitors/ParamRefCollector.php
@@ -0,0 +1,66 @@
+<?php
+
+declare(strict_types=1);
+
+namespace Flow\PostgreSql\AST\Visitors;
+
+use Flow\PostgreSql\AST\NodeVisitor;
+use Flow\PostgreSql\Protobuf\AST\ParamRef;
+
+/**
+ * A visitor that collects all ParamRef (parameter reference) nodes.
+ *
+ * Useful for finding the maximum parameter number used in a query,
+ * which is needed for keyset pagination when merging user parameters
+ * with cursor values.
+ */
+final class ParamRefCollector implements NodeVisitor
+{
+    /**
+     * @var array<ParamRef>
+     */
+    private array $paramRefs = [];
+
+    public static function nodeClass() : string
+    {
+        return ParamRef::class;
+    }
+
+    public function enter(object $node) : ?int
+    {
+        /** @var ParamRef $node */
+        $this->paramRefs[] = $node;
+
+        return null;
+    }
+
+    public function getMaxParamNumber() : int
+    {
+        if ($this->paramRefs === []) {
+            return 0;
+        }
+
+        return \max(\array_map(
+            static fn (ParamRef $ref) : int => $ref->getNumber(),
+            $this->paramRefs
+        ));
+    }
+
+    /**
+     * @return array<ParamRef>
+     */
+    public function getParamRefs() : array
+    {
+        return $this->paramRefs;
+    }
+
+    public function leave(object $node) : ?int
+    {
+        return null;
+    }
+
+    public function reset() : void
+    {
+        $this->paramRefs = [];
+    }
+}
diff --git a/src/lib/postgresql/src/Flow/PostgreSql/DSL/functions.php b/src/lib/postgresql/src/Flow/PostgreSql/DSL/functions.php
index d6883622d..367d344ea 100644
--- a/src/lib/postgresql/src/Flow/PostgreSql/DSL/functions.php
+++ b/src/lib/postgresql/src/Flow/PostgreSql/DSL/functions.php
@@ -322,6 +322,7 @@ function sql_to_count_query(string $sql) : string
  * Transform a SQL query into a keyset (cursor-based) paginated query.
  *
  * More efficient than OFFSET for large datasets - uses indexed WHERE conditions.
+ * Automatically detects existing query parameters and appends keyset placeholders at the end.
  *
  * @param string $sql The SQL query to paginate (must have ORDER BY)
  * @param int $limit Maximum number of rows to return
diff --git a/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/KeysetPaginationModifierTest.php b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/KeysetPaginationModifierTest.php
index 907bbaa49..a55b50f01 100644
--- a/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/KeysetPaginationModifierTest.php
+++ b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/KeysetPaginationModifierTest.php
@@ -7,81 +7,155 @@
 use function Flow\PostgreSql\DSL\{sql_keyset_column, sql_parse};
 use Flow\PostgreSql\AST\Transformers\{KeysetPaginationConfig, KeysetPaginationModifier, SortOrder};
 use Flow\PostgreSql\Exception\PaginationException;
+use PHPUnit\Framework\Attributes\DataProvider;
 use PHPUnit\Framework\TestCase;
 
 final class KeysetPaginationModifierTest extends TestCase
 {
-    protected function setUp() : void
+    public static function keysetPaginationProvider() : \Generator
     {
-        if (!\extension_loaded('pg_query')) {
-            self::markTestSkipped('pg_query extension is not loaded. For local development use `nix-shell --arg with-pg-query-ext true` to enable it in the shell.');
-        }
-    }
+        yield 'first page single column asc - no cursor' => [
+            'SELECT * FROM users ORDER BY id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)]),
+            'SELECT * FROM users ORDER BY id LIMIT 10',
+        ];
 
-    public function test_auto_generates_order_by_when_missing() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users');
+        yield 'first page single column desc - no cursor' => [
+            'SELECT * FROM users ORDER BY id DESC',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::DESC)]),
+            'SELECT * FROM users ORDER BY id DESC LIMIT 10',
+        ];
 
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)]));
-        $parsed->traverse($modifier);
+        yield 'first page multiple columns - no cursor' => [
+            'SELECT * FROM users ORDER BY created_at, id',
+            new KeysetPaginationConfig(10, [
+                sql_keyset_column('created_at', SortOrder::ASC),
+                sql_keyset_column('id', SortOrder::ASC),
+            ]),
+            'SELECT * FROM users ORDER BY created_at, id LIMIT 10',
+        ];
 
-        self::assertSame('SELECT * FROM users ORDER BY id ASC LIMIT 10', $parsed->deparse());
-    }
+        yield 'subsequent page single column asc - with cursor' => [
+            'SELECT * FROM users ORDER BY id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]),
+            'SELECT * FROM users WHERE id > $1 ORDER BY id LIMIT 10',
+        ];
 
-    public function test_auto_generates_order_by_with_cursor() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users');
+        yield 'subsequent page single column desc - with cursor' => [
+            'SELECT * FROM users ORDER BY id DESC',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::DESC)], [42]),
+            'SELECT * FROM users WHERE id < $1 ORDER BY id DESC LIMIT 10',
+        ];
 
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]));
-        $parsed->traverse($modifier);
+        yield 'subsequent page multiple columns all asc' => [
+            'SELECT * FROM users ORDER BY created_at, id',
+            new KeysetPaginationConfig(10, [
+                sql_keyset_column('created_at', SortOrder::ASC),
+                sql_keyset_column('id', SortOrder::ASC),
+            ], ['2025-01-15 12:30:00', 42]),
+            'SELECT * FROM users WHERE created_at > $1 OR (created_at = $1 AND id > $2) ORDER BY created_at, id LIMIT 10',
+        ];
 
-        self::assertSame('SELECT * FROM users WHERE id > $1 ORDER BY id ASC LIMIT 10', $parsed->deparse());
-    }
+        yield 'subsequent page multiple columns mixed order' => [
+            'SELECT * FROM users ORDER BY created_at ASC, id DESC',
+            new KeysetPaginationConfig(10, [
+                sql_keyset_column('created_at', SortOrder::ASC),
+                sql_keyset_column('id', SortOrder::DESC),
+            ], ['2025-01-15 12:30:00', 42]),
+            'SELECT * FROM users WHERE created_at > $1 OR (created_at = $1 AND id < $2) ORDER BY created_at ASC, id DESC LIMIT 10',
+        ];
 
-    public function test_auto_generates_order_by_with_multiple_columns() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users');
+        yield 'subsequent page three columns' => [
+            'SELECT * FROM users ORDER BY status, created_at DESC, id',
+            new KeysetPaginationConfig(10, [
+                sql_keyset_column('status', SortOrder::ASC),
+                sql_keyset_column('created_at', SortOrder::DESC),
+                sql_keyset_column('id', SortOrder::ASC),
+            ], ['active', '2025-01-15', 100]),
+            'SELECT * FROM users WHERE status > $1 OR (status = $1 AND created_at < $2) OR (status = $1 AND created_at = $2 AND id > $3) ORDER BY status, created_at DESC, id LIMIT 10',
+        ];
 
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [
-            sql_keyset_column('created_at', SortOrder::DESC),
-            sql_keyset_column('id', SortOrder::ASC),
-        ]));
-        $parsed->traverse($modifier);
+        yield 'with existing where clause' => [
+            'SELECT * FROM users WHERE active = true ORDER BY id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]),
+            'SELECT * FROM users WHERE active = true AND id > $1 ORDER BY id LIMIT 10',
+        ];
 
-        self::assertSame('SELECT * FROM users ORDER BY created_at DESC, id ASC LIMIT 10', $parsed->deparse());
-    }
+        yield 'qualified column names' => [
+            'SELECT u.* FROM users u ORDER BY u.id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('u.id', SortOrder::ASC)], [42]),
+            'SELECT u.* FROM users u WHERE u.id > $1 ORDER BY u.id LIMIT 10',
+        ];
 
-    public function test_first_page_multiple_columns() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY created_at, id');
+        yield 'subquery not modified' => [
+            'SELECT * FROM (SELECT id FROM users ORDER BY id) AS sub ORDER BY id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]),
+            'SELECT * FROM (SELECT id FROM users ORDER BY id) sub WHERE id > $1 ORDER BY id LIMIT 10',
+        ];
 
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [
-            sql_keyset_column('created_at', SortOrder::ASC),
-            sql_keyset_column('id', SortOrder::ASC),
-        ]));
-        $parsed->traverse($modifier);
+        yield 'auto generates order by when missing' => [
+            'SELECT * FROM users',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)]),
+            'SELECT * FROM users ORDER BY id ASC LIMIT 10',
+        ];
 
-        self::assertSame('SELECT * FROM users ORDER BY created_at, id LIMIT 10', $parsed->deparse());
-    }
+        yield 'auto generates order by with cursor' => [
+            'SELECT * FROM users',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]),
+            'SELECT * FROM users WHERE id > $1 ORDER BY id ASC LIMIT 10',
+        ];
 
-    public function test_first_page_single_column_asc() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY id');
+        yield 'auto generates order by with multiple columns' => [
+            'SELECT * FROM users',
+            new KeysetPaginationConfig(10, [
+                sql_keyset_column('created_at', SortOrder::DESC),
+                sql_keyset_column('id', SortOrder::ASC),
+            ]),
+            'SELECT * FROM users ORDER BY created_at DESC, id ASC LIMIT 10',
+        ];
 
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)]));
-        $parsed->traverse($modifier);
+        yield 'with existing parameters - offset auto-calculated' => [
+            'SELECT * FROM users WHERE status = $1 ORDER BY id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]),
+            'SELECT * FROM users WHERE status = $1 AND id > $2 ORDER BY id LIMIT 10',
+        ];
+
+        yield 'with multiple existing parameters - offset auto-calculated' => [
+            'SELECT * FROM users WHERE status = $1 AND category = $2 ORDER BY created_at, id',
+            new KeysetPaginationConfig(10, [
+                sql_keyset_column('created_at', SortOrder::ASC),
+                sql_keyset_column('id', SortOrder::ASC),
+            ], ['2025-01-15', 42]),
+            'SELECT * FROM users WHERE (status = $1 AND category = $2) AND (created_at > $3 OR (created_at = $3 AND id > $4)) ORDER BY created_at, id LIMIT 10',
+        ];
+
+        yield 'with existing parameters - first page no cursor' => [
+            'SELECT * FROM users WHERE status = $1 ORDER BY id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], null),
+            'SELECT * FROM users WHERE status = $1 ORDER BY id LIMIT 10',
+        ];
 
-        self::assertSame('SELECT * FROM users ORDER BY id LIMIT 10', $parsed->deparse());
+        yield 'with out-of-order parameters - max detected correctly' => [
+            'SELECT * FROM users WHERE id > $10 OR status = $1 ORDER BY id',
+            new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]),
+            'SELECT * FROM users WHERE (id > $10 OR status = $1) AND id > $11 ORDER BY id LIMIT 10',
+        ];
     }
 
-    public function test_first_page_single_column_desc() : void
+    protected function setUp() : void
     {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY id DESC');
+        if (!\extension_loaded('pg_query')) {
+            self::markTestSkipped('pg_query extension is not loaded. For local development use `nix-shell --arg with-pg-query-ext true` to enable it in the shell.');
+        }
+    }
 
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::DESC)]));
-        $parsed->traverse($modifier);
+    #[DataProvider('keysetPaginationProvider')]
+    public function test_keyset_pagination(string $inputSql, KeysetPaginationConfig $config, string $expectedSql) : void
+    {
+        $parsed = sql_parse($inputSql);
+        $parsed->traverse(new KeysetPaginationModifier($config));
 
-        self::assertSame('SELECT * FROM users ORDER BY id DESC LIMIT 10', $parsed->deparse());
+        self::assertSame($expectedSql, $parsed->deparse());
     }
 
     public function test_keyset_pagination_config_default_cursor() : void
@@ -110,98 +184,6 @@ public function test_keyset_pagination_config_returns_config_object() : void
         self::assertSame($cursor, $config->cursor);
     }
 
-    public function test_qualified_column_names() : void
-    {
-        $parsed = sql_parse('SELECT u.* FROM users u ORDER BY u.id');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('u.id', SortOrder::ASC)], [42]));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT u.* FROM users u WHERE u.id > $1 ORDER BY u.id LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_subquery_not_modified() : void
-    {
-        $parsed = sql_parse('SELECT * FROM (SELECT id FROM users ORDER BY id) AS sub ORDER BY id');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]));
-        $parsed->traverse($modifier);
-
-        self::assertSame(
-            'SELECT * FROM (SELECT id FROM users ORDER BY id) sub WHERE id > $1 ORDER BY id LIMIT 10',
-            $parsed->deparse()
-        );
-    }
-
-    public function test_subsequent_page_multiple_columns_all_asc() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY created_at, id');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [
-            sql_keyset_column('created_at', SortOrder::ASC),
-            sql_keyset_column('id', SortOrder::ASC),
-        ], ['2025-01-15 12:30:00', 42]));
-        $parsed->traverse($modifier);
-
-        self::assertSame(
-            'SELECT * FROM users WHERE created_at > $1 OR (created_at = $1 AND id > $2) ORDER BY created_at, id LIMIT 10',
-            $parsed->deparse()
-        );
-    }
-
-    public function test_subsequent_page_multiple_columns_mixed_order() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY created_at ASC, id DESC');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [
-            sql_keyset_column('created_at', SortOrder::ASC),
-            sql_keyset_column('id', SortOrder::DESC),
-        ], ['2025-01-15 12:30:00', 42]));
-        $parsed->traverse($modifier);
-
-        self::assertSame(
-            'SELECT * FROM users WHERE created_at > $1 OR (created_at = $1 AND id < $2) ORDER BY created_at ASC, id DESC LIMIT 10',
-            $parsed->deparse()
-        );
-    }
-
-    public function test_subsequent_page_single_column_asc() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY id');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM users WHERE id > $1 ORDER BY id LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_subsequent_page_single_column_desc() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY id DESC');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::DESC)], [42]));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM users WHERE id < $1 ORDER BY id DESC LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_subsequent_page_three_columns() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY status, created_at DESC, id');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [
-            sql_keyset_column('status', SortOrder::ASC),
-            sql_keyset_column('created_at', SortOrder::DESC),
-            sql_keyset_column('id', SortOrder::ASC),
-        ], ['active', '2025-01-15', 100]));
-        $parsed->traverse($modifier);
-
-        self::assertSame(
-            'SELECT * FROM users WHERE status > $1 OR (status = $1 AND created_at < $2) OR (status = $1 AND created_at = $2 AND id > $3) ORDER BY status, created_at DESC, id LIMIT 10',
-            $parsed->deparse()
-        );
-    }
-
     public function test_throws_when_cursor_count_mismatch() : void
     {
         $this->expectException(PaginationException::class);
@@ -226,17 +208,4 @@ public function test_throws_when_no_columns() : void
         $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, []));
         $parsed->traverse($modifier);
     }
-
-    public function test_with_existing_where_clause() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users WHERE active = true ORDER BY id');
-
-        $modifier = new KeysetPaginationModifier(new KeysetPaginationConfig(10, [sql_keyset_column('id', SortOrder::ASC)], [42]));
-        $parsed->traverse($modifier);
-
-        self::assertSame(
-            'SELECT * FROM users WHERE active = true AND id > $1 ORDER BY id LIMIT 10',
-            $parsed->deparse()
-        );
-    }
 }
diff --git a/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/PaginationModifierTest.php b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/PaginationModifierTest.php
index 232e6fbd6..ffa1ac9c0 100644
--- a/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/PaginationModifierTest.php
+++ b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Transformers/PaginationModifierTest.php
@@ -6,12 +6,177 @@
 
 use function Flow\PostgreSql\DSL\sql_parse;
 use Flow\PostgreSql\AST\Transformers\{PaginationConfig, PaginationModifier};
-use Flow\PostgreSql\AST\Traverser;
 use Flow\PostgreSql\Exception\PaginationException;
+use PHPUnit\Framework\Attributes\DataProvider;
 use PHPUnit\Framework\TestCase;
 
 final class PaginationModifierTest extends TestCase
 {
+    public static function paginationProvider() : \Generator
+    {
+        yield 'simple select with order by - limit only' => [
+            'SELECT * FROM users ORDER BY id',
+            new PaginationConfig(10),
+            'SELECT * FROM users ORDER BY id LIMIT 10',
+        ];
+
+        yield 'simple select with order by - limit and offset' => [
+            'SELECT * FROM users ORDER BY id',
+            new PaginationConfig(10, 5),
+            'SELECT * FROM users ORDER BY id LIMIT 10 OFFSET 5',
+        ];
+
+        yield 'select with where clause - limit only' => [
+            'SELECT id, name FROM users WHERE active = true',
+            new PaginationConfig(20),
+            'SELECT id, name FROM users WHERE active = true LIMIT 20',
+        ];
+
+        yield 'order by name asc - limit only' => [
+            'SELECT * FROM users ORDER BY name ASC',
+            new PaginationConfig(10),
+            'SELECT * FROM users ORDER BY name ASC LIMIT 10',
+        ];
+
+        yield 'order by name asc - limit and offset' => [
+            'SELECT * FROM users ORDER BY name ASC',
+            new PaginationConfig(10, 20),
+            'SELECT * FROM users ORDER BY name ASC LIMIT 10 OFFSET 20',
+        ];
+
+        yield 'distinct query' => [
+            'SELECT DISTINCT name FROM users',
+            new PaginationConfig(10),
+            'SELECT DISTINCT name FROM users LIMIT 10',
+        ];
+
+        yield 'group by having' => [
+            'SELECT dept, COUNT(*) as cnt FROM users GROUP BY dept HAVING COUNT(*) > 5',
+            new PaginationConfig(10),
+            'SELECT dept, count(*) AS cnt FROM users GROUP BY dept HAVING count(*) > 5 LIMIT 10',
+        ];
+
+        yield 'inner join' => [
+            'SELECT u.id, o.amount FROM users u INNER JOIN orders o ON u.id = o.user_id',
+            new PaginationConfig(10),
+            'SELECT u.id, o.amount FROM users u JOIN orders o ON u.id = o.user_id LIMIT 10',
+        ];
+
+        yield 'left join' => [
+            'SELECT u.id, o.amount FROM users u LEFT JOIN orders o ON u.id = o.user_id',
+            new PaginationConfig(10),
+            'SELECT u.id, o.amount FROM users u LEFT JOIN orders o ON u.id = o.user_id LIMIT 10',
+        ];
+
+        yield 'multiple joins' => [
+            'SELECT u.id, o.amount, p.name FROM users u JOIN orders o ON u.id = o.user_id JOIN products p ON o.product_id = p.id',
+            new PaginationConfig(10),
+            'SELECT u.id, o.amount, p.name FROM users u JOIN orders o ON u.id = o.user_id JOIN products p ON o.product_id = p.id LIMIT 10',
+        ];
+
+        yield 'self join' => [
+            'SELECT e.name AS employee, m.name AS manager FROM employees e LEFT JOIN employees m ON e.manager_id = m.id',
+            new PaginationConfig(10),
+            'SELECT e.name AS employee, m.name AS manager FROM employees e LEFT JOIN employees m ON e.manager_id = m.id LIMIT 10',
+        ];
+
+        yield 'lateral join' => [
+            'SELECT u.id, latest.amount FROM users u, LATERAL (SELECT amount FROM orders WHERE user_id = u.id ORDER BY created_at DESC LIMIT 1) AS latest',
+            new PaginationConfig(10),
+            'SELECT u.id, latest.amount FROM users u, LATERAL (SELECT amount FROM orders WHERE user_id = u.id ORDER BY created_at DESC LIMIT 1) latest LIMIT 10',
+        ];
+
+        yield 'subquery in from clause' => [
+            'SELECT * FROM (SELECT id FROM users) AS sub',
+            new PaginationConfig(10),
+            'SELECT * FROM (SELECT id FROM users) sub LIMIT 10',
+        ];
+
+        yield 'subquery in where clause' => [
+            'SELECT * FROM users WHERE id IN (SELECT user_id FROM orders)',
+            new PaginationConfig(10),
+            'SELECT * FROM users WHERE id IN (SELECT user_id FROM orders) LIMIT 10',
+        ];
+
+        yield 'deeply nested subqueries' => [
+            'SELECT * FROM (SELECT * FROM (SELECT id FROM users) AS inner1) AS outer1',
+            new PaginationConfig(10),
+            'SELECT * FROM (SELECT * FROM (SELECT id FROM users) inner1) outer1 LIMIT 10',
+        ];
+
+        yield 'cte main query gets paginated' => [
+            'WITH active AS (SELECT * FROM users WHERE active = true) SELECT * FROM active',
+            new PaginationConfig(10),
+            'WITH active AS (SELECT * FROM users WHERE active = true) SELECT * FROM active LIMIT 10',
+        ];
+
+        yield 'window function' => [
+            'SELECT id, name, ROW_NUMBER() OVER (ORDER BY created_at) as rn FROM users',
+            new PaginationConfig(10),
+            'SELECT id, name, row_number() OVER (ORDER BY created_at) AS rn FROM users LIMIT 10',
+        ];
+
+        yield 'window function with partition' => [
+            'SELECT id, dept, RANK() OVER (PARTITION BY dept ORDER BY salary DESC) as rank FROM employees',
+            new PaginationConfig(10),
+            'SELECT id, dept, rank() OVER (PARTITION BY dept ORDER BY salary DESC) AS rank FROM employees LIMIT 10',
+        ];
+
+        yield 'values clause' => [
+            'SELECT * FROM (VALUES (1, \'a\'), (2, \'b\'), (3, \'c\')) AS t(id, name)',
+            new PaginationConfig(2),
+            'SELECT * FROM (VALUES (1, \'a\'), (2, \'b\'), (3, \'c\')) t(id, name) LIMIT 2',
+        ];
+
+        yield 'overrides existing limit' => [
+            'SELECT * FROM users LIMIT 100',
+            new PaginationConfig(10),
+            'SELECT * FROM users LIMIT 10',
+        ];
+
+        yield 'overrides existing limit and offset' => [
+            'SELECT * FROM users ORDER BY id LIMIT 100 OFFSET 50',
+            new PaginationConfig(10, 5),
+            'SELECT * FROM users ORDER BY id LIMIT 10 OFFSET 5',
+        ];
+
+        yield 'clears existing offset when new offset is zero' => [
+            'SELECT * FROM users LIMIT 100 OFFSET 50',
+            new PaginationConfig(10, 0),
+            'SELECT * FROM users LIMIT 10',
+        ];
+
+        yield 'union query wraps in subquery' => [
+            'SELECT id FROM users UNION SELECT id FROM admins',
+            new PaginationConfig(10),
+            'SELECT * FROM (SELECT id FROM users UNION SELECT id FROM admins) _pagination_subq LIMIT 10',
+        ];
+
+        yield 'union all wraps in subquery' => [
+            'SELECT id FROM users UNION ALL SELECT id FROM admins',
+            new PaginationConfig(10),
+            'SELECT * FROM (SELECT id FROM users UNION ALL SELECT id FROM admins) _pagination_subq LIMIT 10',
+        ];
+
+        yield 'intersect query wraps in subquery' => [
+            'SELECT id FROM users INTERSECT SELECT id FROM admins ORDER BY id',
+            new PaginationConfig(5, 2),
+            'SELECT * FROM (SELECT id FROM users INTERSECT SELECT id FROM admins ORDER BY id) _pagination_subq LIMIT 5 OFFSET 2',
+        ];
+
+        yield 'except query wraps in subquery' => [
+            'SELECT id FROM users EXCEPT SELECT id FROM banned',
+            new PaginationConfig(15),
+            'SELECT * FROM (SELECT id FROM users EXCEPT SELECT id FROM banned) _pagination_subq LIMIT 15',
+        ];
+
+        yield 'nested union wraps in subquery' => [
+            '(SELECT id FROM users UNION SELECT id FROM admins) UNION SELECT id FROM guests',
+            new PaginationConfig(10),
+            'SELECT * FROM ((SELECT id FROM users UNION SELECT id FROM admins) UNION SELECT id FROM guests) _pagination_subq LIMIT 10',
+        ];
+    }
+
     protected function setUp() : void
     {
         if (!\extension_loaded('pg_query')) {
@@ -19,215 +184,22 @@ protected function setUp() : void
         }
     }
 
-    public function test_add_pagination_to_simple_select() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY id');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10, 5));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT * FROM users ORDER BY id LIMIT 10 OFFSET 5', $parsed->deparse());
-    }
-
-    public function test_add_pagination_without_offset() : void
-    {
-        $parsed = sql_parse('SELECT id, name FROM users WHERE active = true');
-
-        $modifier = new PaginationModifier(new PaginationConfig(20));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT id, name FROM users WHERE active = true LIMIT 20', $parsed->deparse());
-    }
-
-    public function test_clears_existing_offset_when_new_offset_is_zero() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users LIMIT 100 OFFSET 50');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10, 0));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM users LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_cte_main_query_gets_paginated() : void
-    {
-        $parsed = sql_parse('WITH active AS (SELECT * FROM users WHERE active = true) SELECT * FROM active');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('WITH active AS (SELECT * FROM users WHERE active = true) SELECT * FROM active LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_deeply_nested_subqueries() : void
-    {
-        $parsed = sql_parse('SELECT * FROM (SELECT * FROM (SELECT id FROM users) AS inner1) AS outer1');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM (SELECT * FROM (SELECT id FROM users) inner1) outer1 LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_distinct_query() : void
-    {
-        $parsed = sql_parse('SELECT DISTINCT name FROM users');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT DISTINCT name FROM users LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_except_query_wraps_in_subquery() : void
-    {
-        $parsed = sql_parse('SELECT id FROM users EXCEPT SELECT id FROM banned');
-
-        $modifier = new PaginationModifier(new PaginationConfig(15));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT * FROM (SELECT id FROM users EXCEPT SELECT id FROM banned) _pagination_subq LIMIT 15', $parsed->deparse());
-    }
-
-    public function test_group_by_having_query() : void
-    {
-        $parsed = sql_parse('SELECT dept, COUNT(*) as cnt FROM users GROUP BY dept HAVING COUNT(*) > 5');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT dept, count(*) AS cnt FROM users GROUP BY dept HAVING count(*) > 5 LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_inner_join() : void
-    {
-        $parsed = sql_parse('SELECT u.id, o.amount FROM users u INNER JOIN orders o ON u.id = o.user_id');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT u.id, o.amount FROM users u JOIN orders o ON u.id = o.user_id LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_intersect_query_wraps_in_subquery() : void
-    {
-        $parsed = sql_parse('SELECT id FROM users INTERSECT SELECT id FROM admins ORDER BY id');
-
-        $modifier = new PaginationModifier(new PaginationConfig(5, 2));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT * FROM (SELECT id FROM users INTERSECT SELECT id FROM admins ORDER BY id) _pagination_subq LIMIT 5 OFFSET 2', $parsed->deparse());
-    }
-
-    public function test_lateral_join() : void
-    {
-        $parsed = sql_parse('SELECT u.id, latest.amount FROM users u, LATERAL (SELECT amount FROM orders WHERE user_id = u.id ORDER BY created_at DESC LIMIT 1) AS latest');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT u.id, latest.amount FROM users u, LATERAL (SELECT amount FROM orders WHERE user_id = u.id ORDER BY created_at DESC LIMIT 1) latest LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_left_join() : void
-    {
-        $parsed = sql_parse('SELECT u.id, o.amount FROM users u LEFT JOIN orders o ON u.id = o.user_id');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT u.id, o.amount FROM users u LEFT JOIN orders o ON u.id = o.user_id LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_multiple_joins() : void
-    {
-        $parsed = sql_parse('SELECT u.id, o.amount, p.name FROM users u JOIN orders o ON u.id = o.user_id JOIN products p ON o.product_id = p.id');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT u.id, o.amount, p.name FROM users u JOIN orders o ON u.id = o.user_id JOIN products p ON o.product_id = p.id LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_nested_union() : void
-    {
-        $parsed = sql_parse('(SELECT id FROM users UNION SELECT id FROM admins) UNION SELECT id FROM guests');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM ((SELECT id FROM users UNION SELECT id FROM admins) UNION SELECT id FROM guests) _pagination_subq LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_offset_with_order_by_works() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY name ASC');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10, 20));
-
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM users ORDER BY name ASC LIMIT 10 OFFSET 20', $parsed->deparse());
-    }
-
     public function test_offset_without_order_by_throws_exception() : void
     {
         $this->expectException(PaginationException::class);
         $this->expectExceptionMessage('OFFSET without ORDER BY produces non-deterministic results');
 
         $parsed = sql_parse('SELECT * FROM users');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10, 5));
-
-        $parsed->traverse($modifier);
-    }
-
-    public function test_order_by_query() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY name ASC');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT * FROM users ORDER BY name ASC LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_overrides_existing_limit() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users LIMIT 100');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM users LIMIT 10', $parsed->deparse());
+        $parsed->traverse(new PaginationModifier(new PaginationConfig(10, 5)));
     }
 
-    public function test_overrides_existing_limit_and_offset() : void
+    #[DataProvider('paginationProvider')]
+    public function test_pagination(string $inputSql, PaginationConfig $config, string $expectedSql) : void
     {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY id LIMIT 100 OFFSET 50');
+        $parsed = sql_parse($inputSql);
+        $parsed->traverse(new PaginationModifier($config));
 
-        $modifier = new PaginationModifier(new PaginationConfig(10, 5));
-
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM users ORDER BY id LIMIT 10 OFFSET 5', $parsed->deparse());
+        self::assertSame($expectedSql, $parsed->deparse());
     }
 
     public function test_pagination_config_default_offset() : void
@@ -245,101 +217,4 @@ public function test_pagination_config_returns_config_object() : void
         self::assertSame(10, $config->limit);
         self::assertSame(5, $config->offset);
     }
-
-    public function test_self_join() : void
-    {
-        $parsed = sql_parse('SELECT e.name AS employee, m.name AS manager FROM employees e LEFT JOIN employees m ON e.manager_id = m.id');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT e.name AS employee, m.name AS manager FROM employees e LEFT JOIN employees m ON e.manager_id = m.id LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_subquery_in_from_clause_not_paginated() : void
-    {
-        $parsed = sql_parse('SELECT * FROM (SELECT id FROM users) AS sub');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT * FROM (SELECT id FROM users) sub LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_subquery_in_where_clause_not_paginated() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users WHERE id IN (SELECT user_id FROM orders)');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT * FROM users WHERE id IN (SELECT user_id FROM orders) LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_union_all() : void
-    {
-        $parsed = sql_parse('SELECT id FROM users UNION ALL SELECT id FROM admins');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM (SELECT id FROM users UNION ALL SELECT id FROM admins) _pagination_subq LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_union_query_wraps_in_subquery() : void
-    {
-        $parsed = sql_parse('SELECT id FROM users UNION SELECT id FROM admins');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-
-        $traverser = new Traverser($modifier);
-        $traverser->traverse($parsed->raw());
-
-        self::assertSame('SELECT * FROM (SELECT id FROM users UNION SELECT id FROM admins) _pagination_subq LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_values_clause() : void
-    {
-        $parsed = sql_parse('SELECT * FROM (VALUES (1, \'a\'), (2, \'b\'), (3, \'c\')) AS t(id, name)');
-
-        $modifier = new PaginationModifier(new PaginationConfig(2));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM (VALUES (1, \'a\'), (2, \'b\'), (3, \'c\')) t(id, name) LIMIT 2', $parsed->deparse());
-    }
-
-    public function test_window_function() : void
-    {
-        $parsed = sql_parse('SELECT id, name, ROW_NUMBER() OVER (ORDER BY created_at) as rn FROM users');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT id, name, row_number() OVER (ORDER BY created_at) AS rn FROM users LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_window_function_with_partition() : void
-    {
-        $parsed = sql_parse('SELECT id, dept, RANK() OVER (PARTITION BY dept ORDER BY salary DESC) as rank FROM employees');
-
-        $modifier = new PaginationModifier(new PaginationConfig(10));
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT id, dept, rank() OVER (PARTITION BY dept ORDER BY salary DESC) AS rank FROM employees LIMIT 10', $parsed->deparse());
-    }
-
-    public function test_with_pagination_helper_method() : void
-    {
-        $parsed = sql_parse('SELECT * FROM users ORDER BY id');
-
-        $modifier = new PaginationModifier(new PaginationConfig(25, 50));
-
-        $parsed->traverse($modifier);
-
-        self::assertSame('SELECT * FROM users ORDER BY id LIMIT 25 OFFSET 50', $parsed->deparse());
-    }
 }
diff --git a/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Visitors/ParamRefCollectorTest.php b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Visitors/ParamRefCollectorTest.php
new file mode 100644
index 000000000..3a96bf376
--- /dev/null
+++ b/src/lib/postgresql/tests/Flow/PostgreSql/Tests/Unit/AST/Visitors/ParamRefCollectorTest.php
@@ -0,0 +1,78 @@
+<?php
+
+declare(strict_types=1);
+
+namespace Flow\PostgreSql\Tests\Unit\AST\Visitors;
+
+use function Flow\PostgreSql\DSL\sql_parse;
+use Flow\PostgreSql\AST\Visitors\ParamRefCollector;
+use PHPUnit\Framework\TestCase;
+
+final class ParamRefCollectorTest extends TestCase
+{
+    protected function setUp() : void
+    {
+        if (!\extension_loaded('pg_query')) {
+            self::markTestSkipped('pg_query extension is not loaded. For local development use `nix-shell --arg with-pg-query-ext true` to enable it in the shell.');
+        }
+    }
+
+    public function test_collects_multiple_params() : void
+    {
+        $parsed = sql_parse('SELECT * FROM users WHERE status = $1 AND category = $2 AND created_at > $3');
+
+        $collector = new ParamRefCollector();
+        $parsed->traverse($collector);
+
+        self::assertCount(3, $collector->getParamRefs());
+        self::assertSame(3, $collector->getMaxParamNumber());
+    }
+
+    public function test_collects_no_params_from_query_without_placeholders() : void
+    {
+        $parsed = sql_parse('SELECT * FROM users WHERE active = true');
+
+        $collector = new ParamRefCollector();
+        $parsed->traverse($collector);
+
+        self::assertSame([], $collector->getParamRefs());
+        self::assertSame(0, $collector->getMaxParamNumber());
+    }
+
+    public function test_collects_single_param() : void
+    {
+        $parsed = sql_parse('SELECT * FROM users WHERE id = $1');
+
+        $collector = new ParamRefCollector();
+        $parsed->traverse($collector);
+
+        self::assertCount(1, $collector->getParamRefs());
+        self::assertSame(1, $collector->getMaxParamNumber());
+    }
+
+    public function test_finds_max_param_number_with_gaps() : void
+    {
+        $parsed = sql_parse('SELECT * FROM users WHERE id = $3 AND status = $1');
+
+        $collector = new ParamRefCollector();
+        $parsed->traverse($collector);
+
+        self::assertCount(2, $collector->getParamRefs());
+        self::assertSame(3, $collector->getMaxParamNumber());
+    }
+
+    public function test_reset_clears_collected_params() : void
+    {
+        $parsed = sql_parse('SELECT * FROM users WHERE id = $1');
+
+        $collector = new ParamRefCollector();
+        $parsed->traverse($collector);
+
+        self::assertCount(1, $collector->getParamRefs());
+
+        $collector->reset();
+
+        self::assertSame([], $collector->getParamRefs());
+        self::assertSame(0, $collector->getMaxParamNumber());
+    }
+}
diff --git a/web/landing/resources/dsl.json b/web/landing/resources/dsl.json
index 38f90420b..8521d1472 100644
--- a/web/landing/resources/dsl.json
+++ b/web/landing/resources/dsl.json
@@ -1 +1 @@
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