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tests/series/test_series.py

Lines changed: 208 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -2355,6 +2355,214 @@ def test_types_to_numpy() -> None:
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pd.Period,
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)
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# np.dtypes signed int instances
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.Int8DType()), np_1darray[np.int8]
2362+
),
2363+
np_1darray,
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np.int8,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.Int16DType()), np_1darray[np.int16]
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),
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np_1darray,
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np.int16,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.Int32DType()), np_1darray[np.int32]
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),
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np_1darray,
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np.int32,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.Int64DType()), np_1darray[np.int64]
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),
2384+
np_1darray,
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np.int64,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.IntDType()), np_1darray[np.intc]
2390+
),
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np_1darray,
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np.intc,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.LongDType()), np_1darray[np.long]
2397+
),
2398+
np_1darray,
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np.long,
2400+
)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.LongLongDType()),
2404+
np_1darray[np.longlong],
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),
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np_1darray,
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np.longlong,
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)
2409+
2410+
# np.dtypes unsigned int instances
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check(
2412+
assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.UInt8DType()), np_1darray[np.uint8]
2414+
),
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np_1darray,
2416+
np.uint8,
2417+
)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.UInt16DType()), np_1darray[np.uint16]
2421+
),
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np_1darray,
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np.uint16,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.UInt32DType()), np_1darray[np.uint32]
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),
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np_1darray,
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np.uint32,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.UInt64DType()), np_1darray[np.uint64]
2435+
),
2436+
np_1darray,
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np.uint64,
2438+
)
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check(
2440+
assert_type(
2441+
s_td_small.to_numpy(dtype=np.dtypes.UIntDType()), np_1darray[np.uintc]
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),
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np_1darray,
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np.uintc,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.ULongDType()), np_1darray[np.ulong]
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),
2450+
np_1darray,
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np.ulong,
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)
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.ULongLongDType()),
2456+
np_1darray[np.ulonglong],
2457+
),
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np_1darray,
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np.ulonglong,
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)
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# np.dtypes float instances
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check(
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assert_type(
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s_td_small.to_numpy(dtype=np.dtypes.Float16DType()), np_1darray[np.float16]
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),
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np_1darray,
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np.float16,
2469+
)
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check(
2471+
assert_type(
2472+
s_td_small.to_numpy(dtype=np.dtypes.Float32DType()), np_1darray[np.float32]
2473+
),
2474+
np_1darray,
2475+
np.float32,
2476+
)
2477+
check(
2478+
assert_type(
2479+
s_timedelta.to_numpy(dtype=np.dtypes.Float64DType()), np_1darray[np.float64]
2480+
),
2481+
np_1darray,
2482+
np.float64,
2483+
)
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check(
2485+
assert_type(
2486+
s_td_small.to_numpy(dtype=np.dtypes.LongDoubleDType()),
2487+
np_1darray[np.longdouble],
2488+
),
2489+
np_1darray,
2490+
np.longdouble,
2491+
)
2492+
2493+
# np.dtypes complex instances
2494+
check(
2495+
assert_type(
2496+
s_td_small.to_numpy(dtype=np.dtypes.Complex64DType()),
2497+
np_1darray[np.complex64],
2498+
),
2499+
np_1darray,
2500+
np.complex64,
2501+
)
2502+
check(
2503+
assert_type(
2504+
s_td_small.to_numpy(dtype=np.dtypes.Complex128DType()),
2505+
np_1darray[np.complex128],
2506+
),
2507+
np_1darray,
2508+
np.complex128,
2509+
)
2510+
check(
2511+
assert_type(
2512+
s_td_small.to_numpy(dtype=np.dtypes.CLongDoubleDType()),
2513+
np_1darray[np.clongdouble],
2514+
),
2515+
np_1darray,
2516+
np.clongdouble,
2517+
)
2518+
2519+
# np.dtypes.BytesDType(size) — fixed-width bytes
2520+
check(
2521+
assert_type(
2522+
s_td_small.to_numpy(dtype=np.dtypes.BytesDType(4)), np_1darray[np.bytes_]
2523+
),
2524+
np_1darray,
2525+
np.bytes_,
2526+
)
2527+
# np.dtypes.StrDType(size) — fixed-width unicode
2528+
check(
2529+
assert_type(
2530+
s_td_small.to_numpy(dtype=np.dtypes.StrDType(4)), np_1darray[np.str_]
2531+
),
2532+
np_1darray,
2533+
np.str_,
2534+
)
2535+
# DateTime64DType — parametric, use np.dtype(...)
2536+
check(
2537+
assert_type(s_date.to_numpy(dtype=np.dtype("datetime64[ns]")), np_1darray_dt),
2538+
np_1darray,
2539+
np.datetime64,
2540+
)
2541+
# TimeDelta64DType — parametric, use np.dtype(...)
2542+
check(
2543+
assert_type(
2544+
s_td_small.to_numpy(dtype=np.dtype("timedelta64[ns]")), np_1darray_td
2545+
),
2546+
np_1darray,
2547+
np.timedelta64,
2548+
)
2549+
check(
2550+
assert_type(
2551+
s_td_small.to_numpy(dtype=np.dtype("timedelta64[ns]")), np_1darray_td
2552+
),
2553+
np_1darray,
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np.timedelta64,
2555+
)
2556+
# VoidDType — parametric, use np.dtype(...)
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check(
2558+
assert_type(
2559+
s_td_small.to_numpy(dtype=np.dtype([("x", np.float64)])),
2560+
np_1darray[np.void],
2561+
),
2562+
np_1darray,
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np.void,
2564+
)
2565+
23582566

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def test_where() -> None:
23602568
sr = pd.Series([1, 2, 3], dtype=int)

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