def test__get_index_iterable_plain_index():
index = ['a', 'b', 'c', 'd', 'e']
p = pd.DataFrame(np.ones((5, 4)), index=index)
t = abt.HTMLJinjaTableBlock(p)
result = t._get_index_iterable()
expected = [
[abt.IndexCell('a', ['a'], 1, 1)],
[abt.IndexCell('b', ['b'], 1, 1)],
[abt.IndexCell('c', ['c'], 1, 1)],
[abt.IndexCell('d', ['d'], 1, 1)],
[abt.IndexCell('e', ['e'], 1, 1)],
]
assert result == expected
def test__get_header_iterable_plain_index():
columns = ['a', 'b', 'c', 'd', 'e']
p = pd.DataFrame(np.ones((4, 5)), columns=columns)
t = abt.HTMLJinjaTableBlock(p)
result = t._get_header_iterable()
expected = [[
abt.IndexCell('a', ['a'], 1, 1),
abt.IndexCell('b', ['b'], 1, 1),
abt.IndexCell('c', ['c'], 1, 1),
abt.IndexCell('d', ['d'], 1, 1),
abt.IndexCell('e', ['e'], 1, 1),
]]
assert result == expected
def test__header_depth_and_span_merge():
columns = pd.MultiIndex.from_tuples([('a', 'a', 'a'), ('a', 'a', 'a')])
p = pd.DataFrame([], columns=columns)
t = abt.HTMLJinjaTableBlock(p, merge_vertical=True)
result = t._get_header_iterable()
expected = [
[abt.IndexCell('a', [('a', 'a', 'a'), ('a', 'a', 'a')], 2, 2)],
[],
[
abt.IndexCell('a', [('a', 'a', 'a')], 1, 1),
abt.IndexCell('a', [('a', 'a', 'a')], 1, 1),
],
]
assert result == expected
def test__no_depth_merge():
"""
should coalesce vertically if merge_vertical is passed, except for the
bottom cell. for example, the following multiindex:
"""
columns = pd.MultiIndex.from_tuples([('a', 'a', 'a')])
p = pd.DataFrame([], columns=columns)
t = abt.HTMLJinjaTableBlock(p)
result = t._get_header_iterable()
expected = [
[abt.IndexCell('a', [('a', 'a', 'a')], 1, 1)],
[abt.IndexCell('a', [('a', 'a', 'a')], 1, 1)],
[abt.IndexCell('a', [('a', 'a', 'a')], 1, 1)],
]
assert result == expected
def test__no_merge_if_parents_differ():
"""
should not merge multiindex cells if their parent cells differ.
"""
columns = pd.MultiIndex.from_tuples([('a', 'b', 'c'), ('c', 'b', 'a')])
p = pd.DataFrame([], columns=columns)
t = abt.HTMLJinjaTableBlock(p)
result = t._get_header_iterable()
expected = [
[
abt.IndexCell('a', [('a', 'b', 'c')], 1, 1),
abt.IndexCell('c', [('c', 'b', 'a')], 1, 1),
],
[
abt.IndexCell('b', [('a', 'b', 'c')], 1, 1),
abt.IndexCell('b', [('c', 'b', 'a')], 1, 1),
],
[
abt.IndexCell('c', [('a', 'b', 'c')], 1, 1),
abt.IndexCell('a', [('c', 'b', 'a')], 1, 1),
],
]
assert result == expected
def test__get_index_iterable_multiindex():
df = pd.DataFrame(np.arange(12, dtype=float).reshape(3, 4),
index=['a', 'b', 'c'],
columns=['aa', 'bb', 'cc', 'aa'])
df['grouping'] = 'g'
df = df.reset_index()
df = df.groupby(['grouping', 'index']).sum().unstack()
t = abt.HTMLJinjaTableBlock(df.T)
result = t._get_index_iterable()
expected = [
[
abt.IndexCell('aa', [('aa', 'a'), ('aa', 'b'), ('aa', 'c')], 3, 1),
abt.IndexCell('a', [('aa', 'a')], 1, 1),
],
[abt.IndexCell('b', [('aa', 'b')], 1, 1)],
[abt.IndexCell('c', [('aa', 'c')], 1, 1)],
[
abt.IndexCell('bb', [('bb', 'a'), ('bb', 'b'), ('bb', 'c')], 3, 1),
abt.IndexCell('a', [('bb', 'a')], 1, 1),
],
[abt.IndexCell('b', [('bb', 'b')], 1, 1)],
[abt.IndexCell('c', [('bb', 'c')], 1, 1)],
[
abt.IndexCell('cc', [('cc', 'a'), ('cc', 'b'), ('cc', 'c')], 3, 1),
abt.IndexCell('a', [('cc', 'a')], 1, 1),
],
[abt.IndexCell('b', [('cc', 'b')], 1, 1)],
[abt.IndexCell('c', [('cc', 'c')], 1, 1)],
[
abt.IndexCell('aa', [('aa', 'a'), ('aa', 'b'), ('aa', 'c')], 3, 1),
abt.IndexCell('a', [('aa', 'a')], 1, 1),
],
[abt.IndexCell('b', [('aa', 'b')], 1, 1)],
[abt.IndexCell('c', [('aa', 'c')], 1, 1)],
]
assert result == expected