def test_headers_merging_right(self, _tfs_file_x_pathlib,
_tfs_file_y_pathlib, how):
headers_left = tfs.read(_tfs_file_x_pathlib).headers
headers_right = tfs.read(_tfs_file_y_pathlib).headers
result = merge_headers(headers_left, headers_right, how=how)
assert isinstance(result, OrderedDict)
assert len(result) >= len(headers_left) and len(result) >= len(
headers_right) # no key disappeared
for key in result: # check that we prioritized headers_right's contents
if key in headers_left and key in headers_right:
assert result[key] == headers_right[key]
def test_correct_appending(self, _tfs_file_x_pathlib, _tfs_file_y_pathlib,
how_headers):
dframe_x = tfs.read(_tfs_file_x_pathlib)
dframe_y = tfs.read(_tfs_file_y_pathlib)
result = dframe_x.append(dframe_y, how_headers=how_headers)
assert isinstance(result, TfsDataFrame)
assert isinstance(result.headers, OrderedDict)
assert_dict_equal(
result.headers,
merge_headers(dframe_x.headers, dframe_y.headers, how=how_headers))
assert_frame_equal(
result,
pd.DataFrame(dframe_x).append(pd.DataFrame(dframe_y)))
def test_appending_accepts_pandas_dataframe(self, _tfs_file_x_pathlib,
_tfs_file_y_pathlib,
how_headers):
dframe_x = tfs.read(_tfs_file_x_pathlib)
dframe_y = pd.DataFrame(
tfs.read(_tfs_file_y_pathlib)) # for test, loses headers here
result = dframe_x.append(dframe_y, how_headers=how_headers)
assert isinstance(result, TfsDataFrame)
assert isinstance(result.headers, OrderedDict)
# using empty OrderedDict here as it's what dframe_y is getting when converted in the call
assert_dict_equal(
result.headers,
merge_headers(dframe_x.headers, OrderedDict(), how=how_headers))
assert_frame_equal(
result,
pd.DataFrame(dframe_x).append(dframe_y)) # dframe_y already pandas
def test_correct_joining(self, _tfs_file_x_pathlib, _tfs_file_y_pathlib,
how_headers, lsuffix, rsuffix):
dframe_x = tfs.read(_tfs_file_x_pathlib)
dframe_y = tfs.read(_tfs_file_y_pathlib)
result = dframe_x.join(dframe_y,
how_headers=how_headers,
lsuffix=lsuffix,
rsuffix=rsuffix)
assert isinstance(result, TfsDataFrame)
assert isinstance(result.headers, OrderedDict)
assert_dict_equal(
result.headers,
merge_headers(dframe_x.headers, dframe_y.headers, how=how_headers))
assert_frame_equal(
result,
pd.DataFrame(dframe_x).join(pd.DataFrame(dframe_y),
lsuffix=lsuffix,
rsuffix=rsuffix))
def test_headers_merging_none_returns_empty_dict(self, _tfs_file_x_pathlib,
_tfs_file_y_pathlib, how):
headers_left = tfs.read(_tfs_file_x_pathlib).headers
headers_right = tfs.read(_tfs_file_y_pathlib).headers
result = merge_headers(headers_left, headers_right, how=how)
assert result == OrderedDict() # giving None returns empty headers
def test_merge_headers_raises_on_invalid_how_key(self, caplog, how):
headers_left = OrderedDict()
headers_right = OrderedDict()
with pytest.raises(ValueError):
merge_headers(headers_left, headers_right, how=how)
