use arrow2::array::*; use arrow2::compute::cast::{can_cast_types, cast, CastOptions}; use arrow2::datatypes::DataType::LargeList; use arrow2::datatypes::*; use arrow2::types::{days_ms, months_days_ns, NativeType}; #[test] fn i32_to_f64() { let array = Int32Array::from_slice([5, 6, 7, 8, 9]); let b = cast(&array, &DataType::Float64, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::().unwrap(); assert!((5.0 - c.value(0)).abs() < f64::EPSILON); assert!((6.0 - c.value(1)).abs() < f64::EPSILON); assert!((7.0 - c.value(2)).abs() < f64::EPSILON); assert!((8.0 - c.value(3)).abs() < f64::EPSILON); assert!((9.0 - c.value(4)).abs() < f64::EPSILON); } #[test] fn i32_as_f64_no_overflow() { let array = Int32Array::from_slice([5, 6, 7, 8, 9]); let b = cast( &array, &DataType::Float64, CastOptions { wrapped: true, ..Default::default() }, ) .unwrap(); let c = b.as_any().downcast_ref::().unwrap(); assert!((5.0 - c.value(0)).abs() < f64::EPSILON); assert!((6.0 - c.value(1)).abs() < f64::EPSILON); assert!((7.0 - c.value(2)).abs() < f64::EPSILON); assert!((8.0 - c.value(3)).abs() < f64::EPSILON); assert!((9.0 - c.value(4)).abs() < f64::EPSILON); } #[test] fn u16_as_u8_overflow() { let array = UInt16Array::from_slice([255, 256, 257, 258, 259]); let b = cast( &array, &DataType::UInt8, CastOptions { wrapped: true, ..Default::default() }, ) .unwrap(); let c = b.as_any().downcast_ref::().unwrap(); let values = c.values().as_slice(); assert_eq!(values, &[255, 0, 1, 2, 3]) } #[test] fn u16_as_u8_no_overflow() { let array = UInt16Array::from_slice([1, 2, 3, 4, 5]); let b = cast( &array, &DataType::UInt8, CastOptions { wrapped: true, ..Default::default() }, ) .unwrap(); let c = b.as_any().downcast_ref::().unwrap(); let values = c.values().as_slice(); assert_eq!(values, &[1, 2, 3, 4, 5]) } #[test] fn f32_as_u8_overflow() { let array = Float32Array::from_slice([1.1, 5000.0]); let b = cast(&array, &DataType::UInt8, CastOptions::default()).unwrap(); let expected = UInt8Array::from(&[Some(1), None]); assert_eq!(expected, b.as_ref()); let b = cast( &array, &DataType::UInt8, CastOptions { wrapped: true, ..Default::default() }, ) .unwrap(); let expected = UInt8Array::from(&[Some(1), Some(255)]); assert_eq!(expected, b.as_ref()); } #[test] fn i32_to_u8() { let array = Int32Array::from_slice([-5, 6, -7, 8, 100000000]); let b = cast(&array, &DataType::UInt8, CastOptions::default()).unwrap(); let expected = UInt8Array::from(&[None, Some(6), None, Some(8), None]); let c = b.as_any().downcast_ref::().unwrap(); assert_eq!(c, &expected); } #[test] fn i32_to_u8_sliced() { let array = Int32Array::from_slice([-5, 6, -7, 8, 100000000]); let array = array.sliced(2, 3); let b = cast(&array, &DataType::UInt8, CastOptions::default()).unwrap(); let expected = UInt8Array::from(&[None, Some(8), None]); let c = b.as_any().downcast_ref::().unwrap(); assert_eq!(c, &expected); } #[test] fn i32_to_i32() { let array = Int32Array::from_slice([5, 6, 7, 8, 9]); let b = cast(&array, &DataType::Int32, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::().unwrap(); let expected = &[5, 6, 7, 8, 9]; let expected = Int32Array::from_slice(expected); assert_eq!(c, &expected); } #[test] fn i32_to_large_list_i32() { let array = Int32Array::from_slice([5, 6, 7, 8, 9]); let b = cast( &array, &LargeList(Box::new(Field::new("item", DataType::Int32, true))), CastOptions::default(), ) .unwrap(); let arr = b.as_any().downcast_ref::>().unwrap(); assert_eq!(&[0, 1, 2, 3, 4, 5], arr.offsets().as_slice()); let values = arr.values(); let c = values .as_any() .downcast_ref::>() .unwrap(); let expected = Int32Array::from_slice([5, 6, 7, 8, 9]); assert_eq!(c, &expected); } #[test] fn i32_to_list_i32() { let array = Int32Array::from_slice([5, 6, 7, 8, 9]); let b = cast( &array, &DataType::List(Box::new(Field::new("item", DataType::Int32, true))), CastOptions::default(), ) .unwrap(); let arr = b.as_any().downcast_ref::>().unwrap(); assert_eq!(&[0, 1, 2, 3, 4, 5], arr.offsets().as_slice()); let values = arr.values(); let c = values .as_any() .downcast_ref::>() .unwrap(); let expected = Int32Array::from_slice([5, 6, 7, 8, 9]); assert_eq!(c, &expected); } #[test] fn i32_to_list_i32_nullable() { let input = [Some(5), None, Some(7), Some(8), Some(9)]; let array = Int32Array::from(input); let b = cast( &array, &DataType::List(Box::new(Field::new("item", DataType::Int32, true))), CastOptions::default(), ) .unwrap(); let arr = b.as_any().downcast_ref::>().unwrap(); assert_eq!(&[0, 1, 2, 3, 4, 5], arr.offsets().as_slice()); let values = arr.values(); let c = values.as_any().downcast_ref::().unwrap(); let expected = &[Some(5), None, Some(7), Some(8), Some(9)]; let expected = Int32Array::from(expected); assert_eq!(c, &expected); } #[test] fn i32_to_list_f64_nullable_sliced() { let input = [Some(5), None, Some(7), Some(8), None, Some(10)]; let array = Int32Array::from(input); let array = array.sliced(2, 4); let b = cast( &array, &DataType::List(Box::new(Field::new("item", DataType::Float64, true))), CastOptions::default(), ) .unwrap(); let arr = b.as_any().downcast_ref::>().unwrap(); assert_eq!(&[0, 1, 2, 3, 4], arr.offsets().as_slice()); let values = arr.values(); let c = values.as_any().downcast_ref::().unwrap(); let expected = &[Some(7.0), Some(8.0), None, Some(10.0)]; let expected = Float64Array::from(expected); assert_eq!(c, &expected); } #[test] fn i32_to_binary() { let array = Int32Array::from_slice([5, 6, 7]); let b = cast(&array, &DataType::Binary, CastOptions::default()).unwrap(); let expected = BinaryArray::::from([Some(b"5"), Some(b"6"), Some(b"7")]); let c = b.as_any().downcast_ref::>().unwrap(); assert_eq!(c, &expected); } #[test] fn binary_to_i32() { let array = BinaryArray::::from_slice(["5", "6", "seven", "8", "9.1"]); let b = cast(&array, &DataType::Int32, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = &[Some(5), Some(6), None, Some(8), None]; let expected = Int32Array::from(expected); assert_eq!(c, &expected); } #[test] fn binary_to_i32_partial() { let array = BinaryArray::::from_slice(["5", "6", "123 abseven", "aaa", "9.1"]); let b = cast( &array, &DataType::Int32, CastOptions { partial: true, ..Default::default() }, ) .unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = &[Some(5), Some(6), Some(123), Some(0), Some(9)]; let expected = Int32Array::from(expected); assert_eq!(c, &expected); } #[test] fn fixed_size_binary_to_binary() { let slice = [[0, 1], [2, 3]]; let array = FixedSizeBinaryArray::from_slice(slice); // large-binary let b = cast( &array, &DataType::LargeBinary, CastOptions { ..Default::default() }, ) .unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = BinaryArray::::from_slice(slice); assert_eq!(c, &expected); // binary let b = cast( &array, &DataType::Binary, CastOptions { ..Default::default() }, ) .unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = BinaryArray::::from_slice(slice); assert_eq!(c, &expected); } #[test] fn utf8_to_i32() { let array = Utf8Array::::from_slice(["5", "6", "seven", "8", "9.1"]); let b = cast(&array, &DataType::Int32, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = &[Some(5), Some(6), None, Some(8), None]; let expected = Int32Array::from(expected); assert_eq!(c, &expected); } #[test] fn int32_to_decimal() { // 10 and -10 can be represented with precision 1 and scale 0 let array = Int32Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]); let b = cast(&array, &DataType::Decimal(1, 0), CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Int128Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]) .to(DataType::Decimal(1, 0)); assert_eq!(c, &expected) } #[test] fn float32_to_decimal() { let array = Float32Array::from(&[ Some(2.4), Some(10.0), Some(1.123_456_8), Some(-2.0), Some(-10.0), Some(-100.01), // can't be represented in (1,0) None, ]); let b = cast(&array, &DataType::Decimal(10, 2), CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Int128Array::from(&[ Some(240), Some(1000), Some(112), Some(-200), Some(-1000), Some(-10001), None, ]) .to(DataType::Decimal(10, 2)); assert_eq!(c, &expected) } #[test] fn int32_to_decimal_scaled() { // 10 and -10 can't be represented with precision 1 and scale 1 let array = Int32Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]); let b = cast(&array, &DataType::Decimal(1, 1), CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Int128Array::from(&[Some(20), None, Some(-20), None, None]).to(DataType::Decimal(1, 1)); assert_eq!(c, &expected) } #[test] fn decimal_to_decimal() { // increase scale and precision let array = Int128Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]) .to(DataType::Decimal(1, 0)); let b = cast(&array, &DataType::Decimal(2, 1), CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Int128Array::from(&[Some(20), Some(100), Some(-20), Some(-100), None]) .to(DataType::Decimal(2, 1)); assert_eq!(c, &expected) } #[test] fn decimal_to_decimal_scaled() { // decrease precision // 10 and -10 can't be represented with precision 1 and scale 1 let array = Int128Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]) .to(DataType::Decimal(1, 0)); let b = cast(&array, &DataType::Decimal(1, 1), CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Int128Array::from(&[Some(20), None, Some(-20), None, None]).to(DataType::Decimal(1, 1)); assert_eq!(c, &expected) } #[test] fn decimal_to_decimal_fast() { // increase precision // 10 and -10 can't be represented with precision 1 and scale 1 let array = Int128Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]) .to(DataType::Decimal(1, 1)); let b = cast(&array, &DataType::Decimal(2, 1), CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Int128Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]) .to(DataType::Decimal(2, 1)); assert_eq!(c, &expected) } #[test] fn decimal_to_float() { let array = Int128Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None]) .to(DataType::Decimal(2, 1)); let b = cast(&array, &DataType::Float32, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Float32Array::from(&[Some(0.2), Some(1.0), Some(-0.2), Some(-1.0), None]); assert_eq!(c, &expected) } #[test] fn decimal_to_integer() { let array = Int128Array::from(&[Some(2), Some(10), Some(-2), Some(-10), None, Some(2560)]) .to(DataType::Decimal(2, 1)); let b = cast(&array, &DataType::Int8, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Int8Array::from(&[Some(0), Some(1), Some(0), Some(-1), None, None]); assert_eq!(c, &expected) } #[test] fn utf8_to_i32_partial() { let array = Utf8Array::::from_slice(["5", "6", "seven", "8aa", "9.1aa"]); let b = cast( &array, &DataType::Int32, CastOptions { partial: true, ..Default::default() }, ) .unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = &[Some(5), Some(6), Some(0), Some(8), Some(9)]; let expected = Int32Array::from(expected); assert_eq!(c, &expected); } #[test] fn bool_to_i32() { let array = BooleanArray::from(vec![Some(true), Some(false), None]); let b = cast(&array, &DataType::Int32, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::().unwrap(); let expected = &[Some(1), Some(0), None]; let expected = Int32Array::from(expected); assert_eq!(c, &expected); } #[test] fn bool_to_f64() { let array = BooleanArray::from(vec![Some(true), Some(false), None]); let b = cast(&array, &DataType::Float64, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::().unwrap(); let expected = &[Some(1.0), Some(0.0), None]; let expected = Float64Array::from(expected); assert_eq!(c, &expected); } #[test] fn bool_to_utf8() { let array = BooleanArray::from(vec![Some(true), Some(false), None]); let b = cast(&array, &DataType::Utf8, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = Utf8Array::::from([Some("1"), Some("0"), Some("0")]); assert_eq!(c, &expected); } #[test] fn bool_to_binary() { let array = BooleanArray::from(vec![Some(true), Some(false), None]); let b = cast(&array, &DataType::Binary, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::>().unwrap(); let expected = BinaryArray::::from([Some("1"), Some("0"), Some("0")]); assert_eq!(c, &expected); } #[test] fn int32_to_timestamp() { let array = Int32Array::from(&[Some(2), Some(10), None]); assert!(cast( &array, &DataType::Timestamp(TimeUnit::Microsecond, None), CastOptions::default() ) .is_err()); } #[test] fn consistency() { use DataType::*; let datatypes = vec![ Null, Boolean, UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float16, Float32, Float64, Timestamp(TimeUnit::Second, None), Timestamp(TimeUnit::Millisecond, None), Timestamp(TimeUnit::Millisecond, Some("+01:00".to_string())), Timestamp(TimeUnit::Microsecond, None), Timestamp(TimeUnit::Nanosecond, None), Time64(TimeUnit::Microsecond), Time64(TimeUnit::Nanosecond), Date32, Time32(TimeUnit::Second), Time32(TimeUnit::Millisecond), Decimal(1, 2), Decimal(2, 2), Date64, Utf8, LargeUtf8, Binary, LargeBinary, Duration(TimeUnit::Second), Duration(TimeUnit::Millisecond), Duration(TimeUnit::Microsecond), Duration(TimeUnit::Nanosecond), List(Box::new(Field::new("a", Utf8, true))), LargeList(Box::new(Field::new("a", Utf8, true))), ]; for d1 in &datatypes { for d2 in &datatypes { let array = new_null_array(d1.clone(), 10); if can_cast_types(d1, d2) { let result = cast(array.as_ref(), d2, CastOptions::default()); if let Ok(result) = result { assert_eq!(result.data_type(), d2, "type not equal: {d1:?} {d2:?}"); } else { panic!("Cast should have not have failed {d1:?} {d2:?}: {result:?}"); } } else if cast(array.as_ref(), d2, CastOptions::default()).is_ok() { panic!("Cast should have failed {d1:?} {d2:?}"); } } } } fn test_primitive_to_primitive( lhs: &[I], lhs_type: DataType, expected: &[O], expected_type: DataType, ) { let a = PrimitiveArray::::from_slice(lhs).to(lhs_type); let b = cast(&a, &expected_type, CastOptions::default()).unwrap(); let b = b.as_any().downcast_ref::>().unwrap(); let expected = PrimitiveArray::::from_slice(expected).to(expected_type); assert_eq!(b, &expected); } #[test] fn date32_to_date64() { test_primitive_to_primitive( &[10000i32, 17890], DataType::Date32, &[864000000000i64, 1545696000000], DataType::Date64, ); } #[test] fn days_ms_to_months_days_ns() { test_primitive_to_primitive( &[days_ms::new(1, 1), days_ms::new(1, 2)], DataType::Interval(IntervalUnit::DayTime), &[ months_days_ns::new(0, 1, 1000), months_days_ns::new(0, 1, 2000), ], DataType::Interval(IntervalUnit::MonthDayNano), ); } #[test] fn months_to_months_days_ns() { test_primitive_to_primitive( &[1, 2], DataType::Interval(IntervalUnit::YearMonth), &[months_days_ns::new(1, 0, 0), months_days_ns::new(2, 0, 0)], DataType::Interval(IntervalUnit::MonthDayNano), ); } #[test] fn date64_to_date32() { test_primitive_to_primitive( &[864000000005i64, 1545696000001], DataType::Date64, &[10000i32, 17890], DataType::Date32, ); } #[test] fn date32_to_int32() { test_primitive_to_primitive( &[10000i32, 17890], DataType::Date32, &[10000i32, 17890], DataType::Int32, ); } #[test] fn date64_to_int32() { test_primitive_to_primitive( &[10000i64, 17890], DataType::Date64, &[10000i32, 17890], DataType::Int32, ); } #[test] fn date32_to_int64() { test_primitive_to_primitive( &[10000i32, 17890], DataType::Date32, &[10000i64, 17890], DataType::Int64, ); } #[test] fn int32_to_date32() { test_primitive_to_primitive( &[10000i32, 17890], DataType::Int32, &[10000i32, 17890], DataType::Date32, ); } #[test] fn timestamp_to_date32() { test_primitive_to_primitive( &[864000000005i64, 1545696000001], DataType::Timestamp(TimeUnit::Millisecond, Some(String::from("UTC"))), &[10000i32, 17890], DataType::Date32, ); } #[test] fn timestamp_to_date64() { test_primitive_to_primitive( &[864000000005i64, 1545696000001], DataType::Timestamp(TimeUnit::Millisecond, Some(String::from("UTC"))), &[864000000005i64, 1545696000001i64], DataType::Date64, ); } #[test] fn timestamp_to_i64() { test_primitive_to_primitive( &[864000000005i64, 1545696000001], DataType::Timestamp(TimeUnit::Millisecond, Some(String::from("UTC"))), &[864000000005i64, 1545696000001i64], DataType::Int64, ); } #[test] fn timestamp_to_timestamp() { test_primitive_to_primitive( &[864000003005i64, 1545696002001], DataType::Timestamp(TimeUnit::Millisecond, None), &[864000003i64, 1545696002], DataType::Timestamp(TimeUnit::Second, None), ); } #[test] fn utf8_to_dict() { let array = Utf8Array::::from([Some("one"), None, Some("three"), Some("one")]); // Cast to a dictionary (same value type, Utf8) let cast_type = DataType::Dictionary(u8::KEY_TYPE, Box::new(DataType::Utf8), false); let result = cast(&array, &cast_type, CastOptions::default()).expect("cast failed"); let mut expected = MutableDictionaryArray::>::new(); expected .try_extend([Some("one"), None, Some("three"), Some("one")]) .unwrap(); let expected: DictionaryArray = expected.into(); assert_eq!(expected, result.as_ref()); } #[test] fn dict_to_utf8() { let mut array = MutableDictionaryArray::>::new(); array .try_extend([Some("one"), None, Some("three"), Some("one")]) .unwrap(); let array: DictionaryArray = array.into(); let result = cast(&array, &DataType::Utf8, CastOptions::default()).expect("cast failed"); let expected = Utf8Array::::from([Some("one"), None, Some("three"), Some("one")]); assert_eq!(expected, result.as_ref()); } #[test] fn i32_to_dict() { let array = Int32Array::from(&[Some(1), None, Some(3), Some(1)]); // Cast to a dictionary (same value type, Utf8) let cast_type = DataType::Dictionary(u8::KEY_TYPE, Box::new(DataType::Int32), false); let result = cast(&array, &cast_type, CastOptions::default()).expect("cast failed"); let mut expected = MutableDictionaryArray::>::new(); expected .try_extend([Some(1), None, Some(3), Some(1)]) .unwrap(); let expected: DictionaryArray = expected.into(); assert_eq!(expected, result.as_ref()); } #[test] fn list_to_list() { let data = vec![ Some(vec![Some(1i32), Some(2), Some(3)]), None, Some(vec![Some(4), None, Some(6)]), ]; let expected_data = data .iter() .map(|x| x.as_ref().map(|x| x.iter().map(|x| x.map(|x| x as u16)))); let mut array = MutableListArray::>::new(); array.try_extend(data.clone()).unwrap(); let array: ListArray = array.into(); let mut expected = MutableListArray::>::new(); expected.try_extend(expected_data).unwrap(); let expected: ListArray = expected.into(); let result = cast(&array, expected.data_type(), CastOptions::default()).unwrap(); assert_eq!(expected, result.as_ref()); } #[test] fn list_to_from_fixed_size_list() { let data = vec![ Some(vec![Some(1i32), Some(2), Some(3)]), Some(vec![Some(4), Some(5), None]), Some(vec![Some(6), None, Some(7)]), ]; let fixed_data = data .iter() .map(|x| x.as_ref().map(|x| x.iter().map(|x| x.map(|x| x as u16)))); let mut list = MutableListArray::>::new(); list.try_extend(data.clone()).unwrap(); let list: ListArray = list.into(); let inner = MutablePrimitiveArray::::new(); let mut fixed = MutableFixedSizeListArray::>::new(inner, 3); fixed.try_extend(fixed_data).unwrap(); let fixed: FixedSizeListArray = fixed.into(); let result = cast(&list, fixed.data_type(), CastOptions::default()).unwrap(); assert_eq!(fixed, result.as_ref()); let result = cast(&fixed, list.data_type(), CastOptions::default()).unwrap(); assert_eq!(list, result.as_ref()); } #[test] fn timestamp_with_tz_to_utf8() { let tz = "-02:00".to_string(); let expected = Utf8Array::::from_slice(["1996-12-19T16:39:57-02:00", "1996-12-19T17:39:57-02:00"]); let array = Int64Array::from_slice([851020797000000000, 851024397000000000]) .to(DataType::Timestamp(TimeUnit::Nanosecond, Some(tz))); let result = cast(&array, expected.data_type(), CastOptions::default()).expect("cast failed"); assert_eq!(expected, result.as_ref()); } #[test] fn utf8_to_timestamp_with_tz() { let tz = "-02:00".to_string(); let array = Utf8Array::::from_slice(["1996-12-19T16:39:57-02:00", "1996-12-19T17:39:57-02:00"]); // the timezone is used to map the time to UTC. let expected = Int64Array::from_slice([851020797000000000, 851024397000000000]) .to(DataType::Timestamp(TimeUnit::Nanosecond, Some(tz))); let result = cast(&array, expected.data_type(), CastOptions::default()).expect("cast failed"); assert_eq!(expected, result.as_ref()); } #[test] fn utf8_to_naive_timestamp() { let array = Utf8Array::::from_slice(["1996-12-19T16:39:57-02:00", "1996-12-19T17:39:57-02:00"]); // the timezone is disregarded from the string and we assume UTC let expected = Int64Array::from_slice([851013597000000000, 851017197000000000]) .to(DataType::Timestamp(TimeUnit::Nanosecond, None)); let result = cast(&array, expected.data_type(), CastOptions::default()).expect("cast failed"); assert_eq!(expected, result.as_ref()); } #[test] fn naive_timestamp_to_utf8() { let array = Int64Array::from_slice([851013597000000000, 851017197000000000]) .to(DataType::Timestamp(TimeUnit::Nanosecond, None)); let expected = Utf8Array::::from_slice(["1996-12-19 16:39:57", "1996-12-19 17:39:57"]); let result = cast(&array, expected.data_type(), CastOptions::default()).expect("cast failed"); assert_eq!(expected, result.as_ref()); } #[test] fn null_array_from_and_to_others() { macro_rules! typed_test { ($ARR_TYPE:ident, $DATATYPE:ident) => {{ { let array = new_null_array(DataType::Null, 6); let expected = $ARR_TYPE::from(vec![None; 6]); let cast_type = DataType::$DATATYPE; let result = cast(array.as_ref(), &cast_type, CastOptions::default()).expect("cast failed"); let result = result.as_any().downcast_ref::<$ARR_TYPE>().unwrap(); assert_eq!(result.data_type(), &cast_type); assert_eq!(result, &expected); } { let array = $ARR_TYPE::from(vec![None; 4]); let expected = NullArray::new_null(DataType::Null, 4); let result = cast(&array, &DataType::Null, CastOptions::default()).expect("cast failed"); let result = result.as_any().downcast_ref::().unwrap(); assert_eq!(result.data_type(), &DataType::Null); assert_eq!(result, &expected); } }}; } typed_test!(Int16Array, Int16); typed_test!(Int32Array, Int32); typed_test!(Int64Array, Int64); typed_test!(UInt16Array, UInt16); typed_test!(UInt32Array, UInt32); typed_test!(UInt64Array, UInt64); typed_test!(Float16Array, Float16); typed_test!(Float32Array, Float32); typed_test!(Float64Array, Float64); } #[test] fn utf8_to_date32() { let array = Utf8Array::::from_slice(["1970-01-01", "1970-01-02"]); let b = cast(&array, &DataType::Date32, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::().unwrap(); let expected = Int32Array::from_slice([0, 1]).to(DataType::Date32); assert_eq!(&expected, c); } #[test] fn utf8_to_date64() { let array = Utf8Array::::from_slice(["1970-01-01", "1970-01-02"]); let b = cast(&array, &DataType::Date64, CastOptions::default()).unwrap(); let c = b.as_any().downcast_ref::().unwrap(); let expected = Int64Array::from_slice([0, 86400000]).to(DataType::Date64); assert_eq!(&expected, c); } #[test] fn dict_keys() { let mut array = MutableDictionaryArray::>::new(); array .try_extend([Some("one"), None, Some("three"), Some("one")]) .unwrap(); let array: DictionaryArray = array.into(); let result = cast( &array, &DataType::Dictionary(IntegerType::Int64, Box::new(DataType::Utf8), false), CastOptions::default(), ) .expect("cast failed"); let mut expected = MutableDictionaryArray::>::new(); expected .try_extend([Some("one"), None, Some("three"), Some("one")]) .unwrap(); let expected: DictionaryArray = expected.into(); assert_eq!(expected, result.as_ref()); }