def test_pandas(self):
import pandas as pd
from perspective.core.data import type_detect
df = pd.DataFrame([1, 2])
o = type_detect(df)
expected = {0: [1, 2], 'index': [0, 1]}
print(o.data)
print(expected)
assert o.data == expected
assert o.type == 'json'
# series check
df = pd.DataFrame([1, 2])
o = type_detect(df[0])
expected = {0: [1, 2], 'index': [0, 1]}
print(o.data)
print(expected)
assert o.data == expected
assert o.type == 'json'
df = pd.DataFrame([[1, 2]], columns=['1', '2'], index=[datetime.today(), datetime.today()])
o = type_detect(df)
assert o.type == 'json'
import sys
sys.modules['pandas'] = Nope()
type_detect('test')
sys.modules['pandas'] = pd
def test_dict(self):
from perspective.core.data import type_detect
x = {'a': 'simple test'}
o = type_detect(x)
print(o.data)
assert o.data == [{"a": "simple test"}]
assert o.type == 'json'
def test_list(self):
from perspective.core.data import type_detect
x = [{'1': 'a'}, {'1': 'simple'}, {'1': 'test'}]
o = type_detect(x)
print(o.data)
assert o.data == x
assert o.type == 'json'
def test_other(self):
from perspective.core.data import type_detect
o = type_detect('test')
assert o.data == []
assert o.type == ''
