def test_advanticsys_read_csv():
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_1
)
data_df = advanticsys_read_csv(file_path)
# counting the number of entries
assert len(data_df.index) == 75
def test_advanticsys_check_structure():
# checks healthy data file
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_1
)
data_df = advanticsys_read_csv(file_path)
success, _ = advanticsys_check_structure(data_df)
assert success is True
# checks if data with mispelled column fails
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_2
)
data_df = advanticsys_read_csv(file_path)
success, _ = advanticsys_check_structure(data_df)
assert success is False
def test_advanticsys_df_validity():
# Duplicate values test
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_9
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success
success, _ = advanticsys_df_validity(data_df)
assert success is False
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_1
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success
success, log = advanticsys_df_validity(data_df)
assert success, log
def test_advanticsys_convert():
# Good data
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_1
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success is True
# One column is misppeled, the checks should pick this up and return None
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_2
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success is False
assert data_df is None
# Timestamp is wrong, the checks should return None
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_3
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success is False
assert data_df is None
# Modbus ID is wrong
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_4
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success is False
# Temperature values are wrong
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_5
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success is False
# Humidity values are wrong
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_6
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success is False
# Co2 values are wrong
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_7
)
data_df = advanticsys_read_csv(file_path)
success, _, data_df = advanticsys_convert(data_df)
assert success is False
# Temp and humidity empty values, assert error 3
file_path = os.path.join(
CONST_TEST_DIR_DATA, CONST_ADVANTICSYS_FOLDER, CONST_ADVANTICSYS_TEST_8
)
data_df = advanticsys_read_csv(file_path)
success, log, _ = advanticsys_convert(data_df)
assert success is False
assert ERR_IMPORT_ERROR_3 == log