# 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):
msg = "object_pairs_hook and object_hook are mutually exclusive"
with pytest.raises(TypeError, match=msg):
unpackb(b'', object_hook=lambda x: x,
object_pairs_hook=lambda x: x)
def test_bad_hook(self):
msg = r"can't serialize \(1\+2j\)"
with pytest.raises(TypeError, match=msg):
packed = packb([3, 1 + 2j], default=lambda o: o)
unpacked = unpackb(packed, use_list=1) # noqa
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):
with pytest.raises(DecodeError, match='Ooops!'):
packed = packb({1: {'__complex__': True, 'real': 1, 'imag': 2}})
unpackb(packed, object_hook=self.bad_complex_decoder)
def test_an_exception_in_objecthook2(self):
with pytest.raises(DecodeError, match='Ooops!'):
packed = packb({1: [{'__complex__': True, 'real': 1, 'imag': 2}]})
unpackb(packed, list_hook=self.bad_complex_decoder, use_list=1)