|
| 1 | +import io |
| 2 | +from typing import Any, List |
| 3 | + |
| 4 | +import numpy as np |
| 5 | +import numpy.typing as npt |
| 6 | + |
| 7 | +AR_i8: npt.NDArray[np.int64] |
| 8 | +REC_AR_V: np.recarray[Any, np.dtype[np.record]] |
| 9 | +AR_LIST: List[npt.NDArray[np.int64]] |
| 10 | + |
| 11 | +format_parser: np.format_parser |
| 12 | +record: np.record |
| 13 | +file_obj: io.BufferedIOBase |
| 14 | + |
| 15 | +reveal_type(np.format_parser( # E: numpy.format_parser |
| 16 | + formats=[np.float64, np.int64, np.bool_], |
| 17 | + names=["f8", "i8", "?"], |
| 18 | + titles=None, |
| 19 | + aligned=True, |
| 20 | +)) |
| 21 | +reveal_type(format_parser.dtype) # E: numpy.dtype[numpy.void] |
| 22 | + |
| 23 | +reveal_type(record.field_a) # E: Any |
| 24 | +reveal_type(record.field_b) # E: Any |
| 25 | +reveal_type(record["field_a"]) # E: Any |
| 26 | +reveal_type(record["field_b"]) # E: Any |
| 27 | +reveal_type(record.pprint()) # E: str |
| 28 | +record.field_c = 5 |
| 29 | + |
| 30 | +reveal_type(REC_AR_V.field(0)) # E: Any |
| 31 | +reveal_type(REC_AR_V.field("field_a")) # E: Any |
| 32 | +reveal_type(REC_AR_V.field(0, AR_i8)) # E: None |
| 33 | +reveal_type(REC_AR_V.field("field_a", AR_i8)) # E: None |
| 34 | +reveal_type(REC_AR_V["field_a"]) # E: Any |
| 35 | +reveal_type(REC_AR_V.field_a) # E: Any |
| 36 | + |
| 37 | +reveal_type(np.recarray( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 38 | + shape=(10, 5), |
| 39 | + formats=[np.float64, np.int64, np.bool_], |
| 40 | + order="K", |
| 41 | + byteorder="|", |
| 42 | +)) |
| 43 | +reveal_type(np.recarray( # numpy.recarray[Any, numpy.dtype[Any]] |
| 44 | + shape=(10, 5), |
| 45 | + dtype=[("f8", np.float64), ("i8", np.int64)], |
| 46 | + strides=(5, 5), |
| 47 | +)) |
| 48 | + |
| 49 | +reveal_type(np.rec.fromarrays( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 50 | + AR_LIST, |
| 51 | +)) |
| 52 | +reveal_type(np.rec.fromarrays( # numpy.recarray[Any, numpy.dtype[Any]] |
| 53 | + AR_LIST, |
| 54 | + dtype=np.int64, |
| 55 | +)) |
| 56 | +reveal_type(np.rec.fromarrays( # numpy.recarray[Any, numpy.dtype[Any]] |
| 57 | + AR_LIST, |
| 58 | + formats=[np.int64, np.float64], |
| 59 | + names=["i8", "f8"] |
| 60 | +)) |
| 61 | + |
| 62 | +reveal_type(np.rec.fromrecords( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 63 | + (1, 1.5), |
| 64 | +)) |
| 65 | +reveal_type(np.rec.fromrecords( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 66 | + [(1, 1.5)], |
| 67 | + dtype=[("i8", np.int64), ("f8", np.float64)], |
| 68 | +)) |
| 69 | +reveal_type(np.rec.fromrecords( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 70 | + REC_AR_V, |
| 71 | + formats=[np.int64, np.float64], |
| 72 | + names=["i8", "f8"] |
| 73 | +)) |
| 74 | + |
| 75 | +reveal_type(np.rec.fromstring( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 76 | + b"(1, 1.5)", |
| 77 | + dtype=[("i8", np.int64), ("f8", np.float64)], |
| 78 | +)) |
| 79 | +reveal_type(np.rec.fromstring( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 80 | + REC_AR_V, |
| 81 | + formats=[np.int64, np.float64], |
| 82 | + names=["i8", "f8"] |
| 83 | +)) |
| 84 | + |
| 85 | +reveal_type(np.rec.fromfile( # numpy.recarray[Any, numpy.dtype[Any]] |
| 86 | + "test_file.txt", |
| 87 | + dtype=[("i8", np.int64), ("f8", np.float64)], |
| 88 | +)) |
| 89 | +reveal_type(np.rec.fromfile( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 90 | + file_obj, |
| 91 | + formats=[np.int64, np.float64], |
| 92 | + names=["i8", "f8"] |
| 93 | +)) |
| 94 | + |
| 95 | +reveal_type(np.rec.array( # numpy.recarray[Any, numpy.dtype[{int64}]] |
| 96 | + AR_i8, |
| 97 | +)) |
| 98 | +reveal_type(np.rec.array( # numpy.recarray[Any, numpy.dtype[Any]] |
| 99 | + [(1, 1.5)], |
| 100 | + dtype=[("i8", np.int64), ("f8", np.float64)], |
| 101 | +)) |
| 102 | +reveal_type(np.rec.array( # numpy.recarray[Any, numpy.dtype[numpy.record]] |
| 103 | + [(1, 1.5)], |
| 104 | + formats=[np.int64, np.float64], |
| 105 | + names=["i8", "f8"] |
| 106 | +)) |
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