fix: validate scalar quantile range and accept integer endpoints

src/qql/parser.py

@@ -151,7 +151,7 @@ def _parse_insert_bulk_body(self) -> InsertBulkStmt:
             model=model, hybrid=hybrid, sparse_model=sparse_model,
         )
 
-    def _parse_create(self) -> CreateCollectionStmt:
+    def _parse_create(self) -> CreateCollectionStmt | CreateIndexStmt:
         self._expect(TokenKind.CREATE)
         if self._peek().kind == TokenKind.COLLECTION:
             self._advance()
@@ -213,7 +213,13 @@ def _parse_quantize_clause(self) -> QuantizationConfig:
             always_ram: bool = False
             if self._peek().kind == TokenKind.QUANTILE:
                 self._advance()
-                quantile = float(self._expect(TokenKind.FLOAT).value)
+                quantile_tok = self._peek()
+                quantile = float(self._parse_number())
+                if not 0.0 <= quantile <= 1.0:
+                    raise QQLSyntaxError(
+                        f"QUANTILE must be between 0 and 1 inclusive, got {quantile}",
+                        quantile_tok.pos,
+                    )
             if self._peek().kind == TokenKind.ALWAYS:
                 self._advance()
                 self._expect(TokenKind.RAM)

tests/test_parser.py

@@ -928,6 +928,16 @@ def test_scalar_with_quantile(self):
         assert node.quantization.type == QuantizationType.SCALAR
         assert node.quantization.quantile == pytest.approx(0.99)
 
+    def test_scalar_with_quantile_zero(self):
+        node = parse("CREATE COLLECTION articles QUANTIZE SCALAR QUANTILE 0")
+        assert node.quantization.type == QuantizationType.SCALAR
+        assert node.quantization.quantile == pytest.approx(0.0)
+
+    def test_scalar_with_quantile_one(self):
+        node = parse("CREATE COLLECTION articles QUANTIZE SCALAR QUANTILE 1")
+        assert node.quantization.type == QuantizationType.SCALAR
+        assert node.quantization.quantile == pytest.approx(1.0)
+
     def test_scalar_with_always_ram(self):
         node = parse("CREATE COLLECTION articles QUANTIZE SCALAR ALWAYS RAM")
         assert node.quantization.always_ram is True
@@ -1013,3 +1023,11 @@ def test_quantize_missing_type_raises(self):
     def test_quantize_unknown_type_raises(self):
         with pytest.raises(QQLSyntaxError):
             parse("CREATE COLLECTION articles QUANTIZE FULL")
+
+    def test_scalar_quantile_above_one_raises(self):
+        with pytest.raises(QQLSyntaxError):
+            parse("CREATE COLLECTION articles QUANTIZE SCALAR QUANTILE 1.5")
+
+    def test_scalar_quantile_integer_above_one_raises(self):
+        with pytest.raises(QQLSyntaxError):
+            parse("CREATE COLLECTION articles QUANTIZE SCALAR QUANTILE 2")