# coding: utf-8 import pytest from pandas.io.msgpack import packb, unpackb class DecodeError(Exception): pass class TestObj(object): def _arr_to_str(self, arr): return ''.join(str(c) for c in arr) def bad_complex_decoder(self, o): raise DecodeError("Ooops!") def _decode_complex(self, obj): if b'__complex__' in obj: return complex(obj[b'real'], obj[b'imag']) return obj def _encode_complex(self, obj): if isinstance(obj, complex): return {b'__complex__': True, b'real': 1, b'imag': 2} return obj def test_encode_hook(self): packed = packb([3, 1 + 2j], default=self._encode_complex) unpacked = unpackb(packed, use_list=1) assert unpacked[1] == {b'__complex__': True, b'real': 1, b'imag': 2} def test_decode_hook(self): packed = packb([3, {b'__complex__': True, b'real': 1, b'imag': 2}]) unpacked = unpackb(packed, object_hook=self._decode_complex, use_list=1) assert unpacked[1] == 1 + 2j def test_decode_pairs_hook(self): packed = packb([3, {1: 2, 3: 4}]) prod_sum = 1 * 2 + 3 * 4 unpacked = unpackb( packed, object_pairs_hook=lambda l: sum(k * v for k, v in l), use_list=1) assert unpacked[1] == prod_sum def test_only_one_obj_hook(self): pytest.raises(TypeError, unpackb, b'', object_hook=lambda x: x, object_pairs_hook=lambda x: x) def test_bad_hook(self): def f(): packed = packb([3, 1 + 2j], default=lambda o: o) unpacked = unpackb(packed, use_list=1) # noqa pytest.raises(TypeError, f) def test_array_hook(self): packed = packb([1, 2, 3]) unpacked = unpackb(packed, list_hook=self._arr_to_str, use_list=1) assert unpacked == '123' def test_an_exception_in_objecthook1(self): def f(): packed = packb({1: {'__complex__': True, 'real': 1, 'imag': 2}}) unpackb(packed, object_hook=self.bad_complex_decoder) pytest.raises(DecodeError, f) def test_an_exception_in_objecthook2(self): def f(): packed = packb({1: [{'__complex__': True, 'real': 1, 'imag': 2}]}) unpackb(packed, list_hook=self.bad_complex_decoder, use_list=1) pytest.raises(DecodeError, f)