def test_validation_maccor(self):
path = "xTESLADIAG_000019_CH70.070"
path = os.path.join(TEST_FILE_DIR, path)
v = SimpleValidator(schema_filename=os.path.join(
VALIDATION_SCHEMA_DIR, "schema-maccor-2170.yaml"))
v.allow_unknown = True
header = pd.read_csv(path, delimiter='\t', nrows=0)
df = pd.read_csv(path, delimiter='\t', skiprows=1)
df['State'] = df['State'].astype(str)
df['current'] = df['Amps']
validity, reason = v.validate(df)
self.assertTrue(validity)
def test_invalidation_maccor(self):
path = "PredictionDiagnostics_000109_tztest.010"
path = os.path.join(TEST_FILE_DIR, path)
v = SimpleValidator(schema_filename=os.path.join(
VALIDATION_SCHEMA_DIR, "schema-maccor-2170.yaml"))
v.allow_unknown = True
header = pd.read_csv(path, delimiter='\t', nrows=0)
print(header)
df = pd.read_csv(path, delimiter='\t', skiprows=1)
df['State'] = df['State'].astype(str)
df['current'] = df['Amps']
print(df.dtypes)
validity, reason = v.validate(df)
print(validity, reason)
self.assertFalse(validity)
def test_monotonic_cycle_index_maccor(self):
path = "PredictionDiagnostics_000109_tztest.010"
path = os.path.join(TEST_FILE_DIR, path)
v = SimpleValidator(schema_filename=os.path.join(
VALIDATION_SCHEMA_DIR, "schema-maccor-2170.yaml"))
v.allow_unknown = True
header = pd.read_csv(path, delimiter="\t", nrows=0)
print(header)
df = pd.read_csv(path, delimiter="\t", skiprows=1)
df["State"] = df["State"].astype(str)
df["current"] = df["Amps"]
df.loc[df["Cyc#"] == 89, "Cyc#"] = 0
validity, reason = v.validate(df)
self.assertFalse(validity)
self.assertEqual(
reason, "cyc# needs to be monotonically increasing for processing")