Files
MyManagingTools/tests/test_data_helper.py

66 lines
1.8 KiB
Python

from dataclasses import dataclass
import pandas as pd
import pytest
from components.datagrid_new.components.DataGrid import DataGrid
from core.Expando import Expando
from core.settings_management import SettingsManager, MemoryDbEngine
from utils.Datahelper import DataHelper
TEST_GRID_ID = "testing_grid_id"
TEST_GRID_KEY = ("RepoName", "TableName")
@pytest.fixture()
def settings_manager():
return SettingsManager(MemoryDbEngine())
@pytest.fixture()
def datagrid(session, settings_manager):
dg = DataGrid(session,
_id=TEST_GRID_ID,
settings_manager=settings_manager,
key=TEST_GRID_KEY,
boundaries={"height": 500, "width": 800})
df = pd.DataFrame({
'Name': ['Alice', 'Bob'],
'Age': [20, 25],
'Is Student': [True, False],
})
dg.init_from_dataframe(df, save_state=True)
return dg
def test_i_can_get_data_as_dataframe(session, settings_manager, datagrid):
res = DataHelper.get(session, settings_manager, "RepoName", "TableName")
assert isinstance(res, pd.DataFrame)
assert res.equals(datagrid.get_dataframe())
def test_i_can_get_data_as_dataclass(session, settings_manager, datagrid):
@dataclass
class DataclassTestClass:
name: str
age: int
is_student: bool
res = DataHelper.get(session, settings_manager, "RepoName", "TableName", DataclassTestClass)
assert isinstance(res, list)
assert res == [
DataclassTestClass("Alice", 20, True),
DataclassTestClass("Bob", 25, False),
]
def test_i_can_get_data_as_expando(session, settings_manager, datagrid):
res = DataHelper.get(session, settings_manager, "RepoName", "TableName", Expando)
assert isinstance(res, list)
assert res == [
Expando({"name": "Alice", "age": 20, "is_student": True}),
Expando({"name": "Bob", "age": 25, "is_student": False})
]