chore(types): consolidate binding supports for various basic types

python/cocoindex/__init__.py

@@ -17,7 +17,16 @@
 from .index import VectorSimilarityMetric, VectorIndexDef, IndexOptions
 from .setting import DatabaseConnectionSpec, Settings, ServerSettings
 from .setting import get_app_namespace
-from .typing import Float32, Float64, LocalDateTime, OffsetDateTime, Range, Vector, Json
+from .typing import (
+    Int64,
+    Float32,
+    Float64,
+    LocalDateTime,
+    OffsetDateTime,
+    Range,
+    Vector,
+    Json,
+)
 
 __all__ = [
     # Submodules
@@ -64,6 +73,7 @@
     "ServerSettings",
     "get_app_namespace",
     # Typing
+    "Int64",
     "Float32",
     "Float64",
     "LocalDateTime",

python/cocoindex/tests/test_convert.py

@@ -78,16 +78,15 @@ def build_engine_value_decoder(
     return make_engine_value_decoder([], engine_type, python_type or engine_type_in_py)
 
 
-def validate_full_roundtrip(
+def validate_full_roundtrip_to(
     value: Any,
-    value_type: Any = None,
-    *other_decoded_values: tuple[Any, Any],
+    value_type: Any,
+    *decoded_values: tuple[Any, Any],
 ) -> None:
     """
-    Validate the given value doesn't change after encoding, sending to engine (using output_type), receiving back and decoding (using input_type).
+    Validate the given value becomes specific values after encoding, sending to engine (using output_type), receiving back and decoding (using input_type).
 
-    `other_decoded_values` is a tuple of (value, type) pairs.
-    If provided, also validate the value can be decoded to the other types.
+    `decoded_values` is a tuple of (value, type) pairs.
     """
     from cocoindex import _engine  # type: ignore
 
@@ -102,15 +101,27 @@ def eq(a: Any, b: Any) -> bool:
     value_from_engine = _engine.testutil.seder_roundtrip(
         encoded_value, encoded_output_type
     )
-    decoder = make_engine_value_decoder([], encoded_output_type, value_type)
-    decoded_value = decoder(value_from_engine)
-    assert eq(decoded_value, value), f"{decoded_value} != {value}"
 
-    if other_decoded_values is not None:
-        for other_value, other_type in other_decoded_values:
-            decoder = make_engine_value_decoder([], encoded_output_type, other_type)
-            other_decoded_value = decoder(value_from_engine)
-            assert eq(other_decoded_value, other_value)
+    for other_value, other_type in decoded_values:
+        decoder = make_engine_value_decoder([], encoded_output_type, other_type)
+        other_decoded_value = decoder(value_from_engine)
+        assert eq(other_decoded_value, other_value)
+
+
+def validate_full_roundtrip(
+    value: Any,
+    value_type: Any,
+    *other_decoded_values: tuple[Any, Any],
+) -> None:
+    """
+    Validate the given value doesn't change after encoding, sending to engine (using output_type), receiving back and decoding (using input_type).
+
+    `other_decoded_values` is a tuple of (value, type) pairs.
+    If provided, also validate the value can be decoded to the other types.
+    """
+    validate_full_roundtrip_to(
+        value, value_type, (value, value_type), *other_decoded_values
+    )
 
 
 def test_encode_engine_value_basic_types() -> None:
@@ -218,17 +229,33 @@ def test_encode_engine_value_none() -> None:
 
 
 def test_roundtrip_basic_types() -> None:
-    validate_full_roundtrip(42, int, (42, None))
-    validate_full_roundtrip(3.25, float, (3.25, Float64))
     validate_full_roundtrip(
-        3.25, Float64, (3.25, float), (np.float64(3.25), np.float64)
+        42, cocoindex.Int64, (42, int), (np.int64(42), np.int64), (42, None)
     )
+    validate_full_roundtrip(42, int, (42, cocoindex.Int64))
+    validate_full_roundtrip(np.int64(42), np.int64, (42, cocoindex.Int64))
+
     validate_full_roundtrip(
-        3.25, Float32, (3.25, float), (np.float32(3.25), np.float32)
+        3.25, Float64, (3.25, float), (np.float64(3.25), np.float64), (3.25, None)
     )
+    validate_full_roundtrip(3.25, float, (3.25, Float64))
+    validate_full_roundtrip(np.float64(3.25), np.float64, (3.25, Float64))
+
+    validate_full_roundtrip(
+        3.25,
+        Float32,
+        (3.25, float),
+        (np.float32(3.25), np.float32),
+        (np.float64(3.25), np.float64),
+        (3.25, Float64),
+        (3.25, None),
+    )
+    validate_full_roundtrip(np.float32(3.25), np.float32, (3.25, Float32))
+
     validate_full_roundtrip("hello", str, ("hello", None))
     validate_full_roundtrip(True, bool, (True, None))
     validate_full_roundtrip(False, bool, (False, None))
+    validate_full_roundtrip((1, 2), cocoindex.Range, ((1, 2), None))
     validate_full_roundtrip(
         datetime.date(2025, 1, 1), datetime.date, (datetime.date(2025, 1, 1), None)
     )
@@ -238,14 +265,37 @@ def test_roundtrip_basic_types() -> None:
         cocoindex.LocalDateTime,
         (datetime.datetime(2025, 1, 2, 3, 4, 5, 123456), datetime.datetime),
     )
+
+    tz = datetime.timezone(datetime.timedelta(hours=5))
     validate_full_roundtrip(
-        datetime.datetime(2025, 1, 2, 3, 4, 5, 123456, datetime.UTC),
+        datetime.datetime(2025, 1, 2, 3, 4, 5, 123456, tz),
+        cocoindex.OffsetDateTime,
+        (
+            datetime.datetime(2025, 1, 2, 3, 4, 5, 123456, tz),
+            datetime.datetime,
+        ),
+    )
+    validate_full_roundtrip(
+        datetime.datetime(2025, 1, 2, 3, 4, 5, 123456, tz),
+        datetime.datetime,
+        (datetime.datetime(2025, 1, 2, 3, 4, 5, 123456, tz), cocoindex.OffsetDateTime),
+    )
+    validate_full_roundtrip_to(
+        datetime.datetime(2025, 1, 2, 3, 4, 5, 123456),
         cocoindex.OffsetDateTime,
         (
             datetime.datetime(2025, 1, 2, 3, 4, 5, 123456, datetime.UTC),
             datetime.datetime,
         ),
     )
+    validate_full_roundtrip_to(
+        datetime.datetime(2025, 1, 2, 3, 4, 5, 123456),
+        datetime.datetime,
+        (
+            datetime.datetime(2025, 1, 2, 3, 4, 5, 123456, datetime.UTC),
+            cocoindex.OffsetDateTime,
+        ),
+    )
 
     uuid_value = uuid.uuid4()
     validate_full_roundtrip(uuid_value, uuid.UUID, (uuid_value, None))

python/cocoindex/typing.py

@@ -40,6 +40,7 @@ def __init__(self, key: str, value: Any):
 
 Annotation = TypeKind | TypeAttr | VectorInfo
 
+Int64 = Annotated[int, TypeKind("Int64")]
 Float32 = Annotated[float, TypeKind("Float32")]
 Float64 = Annotated[float, TypeKind("Float64")]
 Range = Annotated[tuple[int, int], TypeKind("Range")]

src/py/convert.rs

@@ -1,3 +1,5 @@
+use crate::prelude::*;
+
 use bytes::Bytes;
 use numpy::{PyArray1, PyArrayDyn, PyArrayMethods};
 use pyo3::IntoPyObjectExt;
@@ -6,14 +8,10 @@ use pyo3::types::PyAny;
 use pyo3::types::{PyList, PyTuple};
 use pyo3::{exceptions::PyException, prelude::*};
 use pythonize::{depythonize, pythonize};
-use serde::Serialize;
 use serde::de::DeserializeOwned;
-use std::collections::BTreeMap;
 use std::ops::Deref;
-use std::sync::Arc;
 
 use super::IntoPyResult;
-use crate::base::{schema, value};
 
 #[derive(Debug)]
 pub struct Pythonized<T>(pub T);
@@ -143,7 +141,23 @@ fn basic_value_from_py_object<'py>(
             value::BasicValue::LocalDateTime(v.extract::<chrono::NaiveDateTime>()?)
         }
         schema::BasicValueType::OffsetDateTime => {
-            value::BasicValue::OffsetDateTime(v.extract::<chrono::DateTime<chrono::FixedOffset>>()?)
+            if v.getattr_opt("tzinfo")?
+                .ok_or_else(|| {
+                    PyErr::new::<PyTypeError, _>(format!(
+                        "expecting a datetime.datetime value, got {}",
+                        v.get_type()
+                    ))
+                })?
+                .is_none()
+            {
+                value::BasicValue::OffsetDateTime(
+                    v.extract::<chrono::NaiveDateTime>()?.and_utc().into(),
+                )
+            } else {
+                value::BasicValue::OffsetDateTime(
+                    v.extract::<chrono::DateTime<chrono::FixedOffset>>()?,
+                )
+            }
         }
         schema::BasicValueType::TimeDelta => {
             value::BasicValue::TimeDelta(v.extract::<chrono::TimeDelta>()?)