#1479

opteryx/__version__.py

@@ -1,4 +1,4 @@
-__build__ = 323
+__build__ = 324
 
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

opteryx/connectors/base/base_connector.py

@@ -25,7 +25,7 @@
 
 MIN_CHUNK_SIZE: int = 500
 INITIAL_CHUNK_SIZE: int = 500
-DEFAULT_MORSEL_SIZE: int = 1024 * 1024
+DEFAULT_MORSEL_SIZE: int = 16 * 1024 * 1024
 
 
 class BaseConnector:

opteryx/connectors/sql_connector.py

@@ -77,6 +77,12 @@ class SqlConnector(BaseConnector, PredicatePushable):
         "LtEq": "<=",
         "Like": "LIKE",
         "NotLike": "NOT LIKE",
+        "IsTrue": "IS TRUE",
+        "IsNotTrue": "IS NOT TRUE",
+        "IsFalse": "IS FALSE",
+        "IsNotFalse": "IS NOT FALSE",
+        "IsNull": "IS NULL",
+        "IsNotNull": "IS NOT NULL",
     }
 
     def __init__(self, *args, connection: str = None, engine=None, **kwargs):
@@ -104,6 +110,11 @@ def __init__(self, *args, connection: str = None, engine=None, **kwargs):
         self.schema = None  # type: ignore
         self.metadata = MetaData()
 
+    def can_push(self, operator: Node, types: set = None) -> bool:
+        if super().can_push(operator, types):
+            return True
+        return operator.condition.node_type == NodeType.UNARY_OPERATOR
+
     def read_dataset(  # type:ignore
         self,
         *,
@@ -134,14 +145,20 @@ def read_dataset(  # type:ignore
         # Update SQL if we've pushed predicates
         parameters: dict = {}
         for predicate in predicates:
-            left_operand = predicate.left
-            right_operand = predicate.right
-            operator = self.OPS_XLAT[predicate.value]
+            if predicate.node_type == NodeType.UNARY_OPERATOR:
+                operand = predicate.centre.current_name
+                operator = self.OPS_XLAT[predicate.value]
+
+                query_builder.WHERE(f"{operand} {operator}")
+            else:
+                left_operand = predicate.left
+                right_operand = predicate.right
+                operator = self.OPS_XLAT[predicate.value]
 
-            left_value, parameters = _handle_operand(left_operand, parameters)
-            right_value, parameters = _handle_operand(right_operand, parameters)
+                left_value, parameters = _handle_operand(left_operand, parameters)
+                right_value, parameters = _handle_operand(right_operand, parameters)
 
-            query_builder.WHERE(f"{left_value} {operator} {right_value}")
+                query_builder.WHERE(f"{left_value} {operator} {right_value}")
 
         # Use orso as an intermediatary, it's row-based so is well suited to processing
         # records coming back from a SQL query, and it has a well-optimized to arrow
@@ -154,7 +171,7 @@ def read_dataset(  # type:ignore
             # DEBUG: log ("READ DATASET\n", str(query_builder))
             # DEBUG: log ("PARAMETERS\n", parameters)
             # Execution Options allows us to handle datasets larger than memory
-            result = conn.execution_options(stream_results=True, max_row_buffer=500).execute(
+            result = conn.execution_options(stream_results=True, max_row_buffer=5000).execute(
                 text(str(query_builder)), parameters=parameters
             )
 
@@ -171,7 +188,7 @@ def read_dataset(  # type:ignore
 
                 # Dynamically adjust chunk size based on the data size, we start by downloading
                 # 500 records to get an idea of the row size, assuming these 500 are
-                # representative, we work out how many rows fit into 8Mb.
+                # representative, we work out how many rows fit into 16Mb (check setting).
                 # Don't keep recalculating, this is not a cheap operation and it's predicting
                 # the future so isn't going to ever be 100% correct
                 if self.chunk_size == INITIAL_CHUNK_SIZE and morsel.nbytes() > 0:

tests/plan_optimization/test_predicate_pushdown_postgres.py

@@ -7,8 +7,11 @@
 
 sys.path.insert(1, os.path.join(sys.path[0], "../.."))
 
+import time
+import pytest
 import opteryx
 from opteryx.connectors import SqlConnector
+from opteryx.utils.formatter import format_sql
 from tests.tools import is_arm, is_mac, is_version, is_windows, skip_if
 
 POSTGRES_PASSWORD = os.environ.get("POSTGRES_PASSWORD")
@@ -22,48 +25,76 @@
     connection=f"postgresql+psycopg2://{POSTGRES_USER}:{POSTGRES_PASSWORD}@trumpet.db.elephantsql.com/{POSTGRES_USER}",
 )
 
+test_cases = [
+    ("SELECT * FROM pg.planets WHERE gravity <= 3.7", 3, 3),
+    ("SELECT * FROM pg.planets WHERE name != 'Earth'", 8, 8),
+    ("SELECT * FROM pg.planets WHERE name != 'E\"arth'", 9, 9),
+    ("SELECT * FROM pg.planets WHERE gravity != 3.7", 7, 7),
+    ("SELECT * FROM pg.planets WHERE gravity < 3.7", 1, 1),
+    ("SELECT * FROM pg.planets WHERE gravity > 3.7", 6, 6),
+    ("SELECT * FROM pg.planets WHERE gravity >= 3.7", 8, 8),
+    ("SELECT * FROM pg.planets WHERE name LIKE '%a%'", 4, 4),
+    ("SELECT * FROM pg.planets WHERE id > gravity", 2, 2),
+    ("SELECT * FROM pg.planets WHERE surface_pressure IS NULL", 4, 4),
+]
+
 
 # skip to reduce contention
 @skip_if(is_arm() or is_windows() or is_mac() or not is_version("3.10"))
-def test_predicate_pushdown_postgres_other():
-    res = opteryx.query("SELECT * FROM pg.planets WHERE gravity <= 3.7")
-    assert res.rowcount == 3, res.rowcount
-    assert res.stats.get("rows_read", 0) == 3, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE name != 'Earth'")
-    assert res.rowcount == 8, res.rowcount
-    assert res.stats.get("rows_read", 0) == 8, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE name != 'E\"arth'")
-    assert res.rowcount == 9, res.rowcount
-    assert res.stats.get("rows_read", 0) == 9, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE gravity != 3.7")
-    assert res.rowcount == 7, res.rowcount
-    assert res.stats.get("rows_read", 0) == 7, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE gravity < 3.7")
-    assert res.rowcount == 1, res.rowcount
-    assert res.stats.get("rows_read", 0) == 1, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE gravity > 3.7")
-    assert res.rowcount == 6, res.rowcount
-    assert res.stats.get("rows_read", 0) == 6, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE gravity >= 3.7")
-    assert res.rowcount == 8, res.rowcount
-    assert res.stats.get("rows_read", 0) == 8, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE name LIKE '%a%'")
-    assert res.rowcount == 4, res.rowcount
-    assert res.stats.get("rows_read", 0) == 4, res.stats
-
-    res = opteryx.query("SELECT * FROM pg.planets WHERE id > gravity")
-    assert res.rowcount == 2, res.rowcount
-    assert res.stats.get("rows_read", 0) == 2, res.stats
+@pytest.mark.parametrize("statement,expected_rowcount,expected_rows_read", test_cases)
+def test_predicate_pushdown_postgres_parameterized(
+    statement, expected_rowcount, expected_rows_read
+):
+    res = opteryx.query(statement)
+    assert res.rowcount == expected_rowcount, f"Expected {expected_rowcount}, got {res.rowcount}"
+    assert (
+        res.stats.get("rows_read", 0) == expected_rows_read
+    ), f"Expected {expected_rows_read}, got {res.stats.get('rows_read', 0)}"
 
 
 if __name__ == "__main__":  # pragma: no cover
-    from tests.tools import run_tests
-
-    run_tests()
+    import shutil
+
+    from tests.tools import trunc_printable
+
+    start_suite = time.monotonic_ns()
+    passed = 0
+    failed = 0
+
+    width = shutil.get_terminal_size((80, 20))[0] - 15
+
+    print(f"RUNNING BATTERY OF {len(test_cases)} TESTS")
+    for index, (statement, returned_rows, read_rows) in enumerate(test_cases):
+        print(
+            f"\033[38;2;255;184;108m{(index + 1):04}\033[0m"
+            f" {trunc_printable(format_sql(statement), width - 1)}",
+            end="",
+            flush=True,
+        )
+        try:
+            start = time.monotonic_ns()
+            test_predicate_pushdown_postgres_parameterized(statement, returned_rows, read_rows)
+            print(
+                f"\033[38;2;26;185;67m{str(int((time.monotonic_ns() - start)/1e6)).rjust(4)}ms\033[0m ✅",
+                end="",
+            )
+            passed += 1
+            if failed > 0:
+                print(" \033[0;31m*\033[0m")
+            else:
+                print()
+        except Exception as err:
+            print(f"\033[0;31m{str(int((time.monotonic_ns() - start)/1e6)).rjust(4)}ms ❌ *\033[0m")
+            print(">", err)
+            failed += 1
+
+    print("--- ✅ \033[0;32mdone\033[0m")
+
+    if failed > 0:
+        print("\n\033[38;2;139;233;253m\033[3mFAILURES\033[0m")
+
+    print(
+        f"\n\033[38;2;139;233;253m\033[3mCOMPLETE\033[0m ({((time.monotonic_ns() - start_suite) / 1e9):.2f} seconds)\n"
+        f"  \033[38;2;26;185;67m{passed} passed ({(passed * 100) // (passed + failed)}%)\033[0m\n"
+        f"  \033[38;2;255;121;198m{failed} failed\033[0m"
+    )

tests/plan_optimization/test_predicate_pushdown_sqlite.py

@@ -53,6 +53,20 @@ def test_predicate_pushdowns_sqlite_eq():
     assert cur.rowcount == 1, cur.rowcount
     assert cur.stats.get("rows_read", 0) == 2, cur.stats
 
+    cur = conn.cursor()
+    cur.execute("SELECT * FROM sqlite.planets WHERE surfacePressure IS NULL;")
+    # We push unary ops to SQL
+    assert cur.rowcount == 4, cur.rowcount
+    assert cur.stats.get("rows_read", 0) == 4, cur.stats
+
+    cur = conn.cursor()
+    cur.execute(
+        "SELECT * FROM sqlite.planets WHERE orbitalInclination IS FALSE AND name IN ('Earth', 'Mars');"
+    )
+    # We push unary ops to SQL
+    assert cur.rowcount == 1, cur.rowcount
+    assert cur.stats.get("rows_read", 0) == 1, cur.stats
+
     conn.close()
 
 

tests/sql_battery/test_shapes_and_errors_battery.py

@@ -1556,7 +1556,7 @@ def test_sql_battery(statement, rows, columns, exception):
 
     print(f"RUNNING BATTERY OF {len(STATEMENTS)} SHAPE TESTS")
     for index, (statement, rows, cols, err) in enumerate(STATEMENTS):
-        start = time.monotonic_ns()
+
         printable = statement
         if hasattr(printable, "decode"):
             printable = printable.decode()
@@ -1567,6 +1567,7 @@ def test_sql_battery(statement, rows, columns, exception):
             flush=True,
         )
         try:
+            start = time.monotonic_ns()
             test_sql_battery(statement, rows, cols, err)
             print(
                 f"\033[38;2;26;185;67m{str(int((time.monotonic_ns() - start)/1e6)).rjust(4)}ms\033[0m ✅",