def test_amsaves_results():
""" Pass the results of get_model_comparisons to the amsaves_results
function, confirm DataFrame returned in requested results format for
the 'America Saves!' program (write contents to .CSV file for review)
"""
for site in sites:
bldgIDct = deltamtrsvs.get_property_bldgs(properties_url, site,
headers)
bldgIDs = []
for key in bldgIDct:
bldgIDs.append(str(key))
bldgModelsDct = deltamtrsvs.get_bldg_models(model_url, bldgIDs,
headers)
modelIDs = []
for key, value in bldgModelsDct.iteritems():
jsonModelsDct = value
for key, value in jsonModelsDct.iteritems():
modelIDs.append(str(value['SolutionID']))
comparisonsDct = deltamtrsvs.get_model_comparisons(comparison_url,
bldgModelsDct,
headers)
bldgModelsDct = deltamtrsvs.get_bldg_models(model_url, bldgIDs,
headers)
usesDf = ams.amsaves_results(comparisonsDct, bldgModelsDct, bldgIDct)
fname = site+'-results.csv'
with open(fname, 'wb') as outf:
outcsv = usesDf.to_csv(fname)
assert isinstance(usesDf, pd.DataFrame)
assert usesDf.shape[1] == 16
def test_get_model_comparisons():
""" Pass a list of models' data, confirm the fuction returns the expected
model IDs """
with HTTMock(model_response_content):
bldgModelsDct = {'1266': {'Reference Model': {"SolutionID": 234},
'Proposed Model': {"SolutionID": 235}}}
comparisonsDct = deltamtrsvs.get_model_comparisons(comparison_url,
bldgModelsDct,
private.headers)
assert type(comparisonsDct) == tp.DictType
for key, value in comparisonsDct.iteritems():
assert type(key) == tp.StringType
assert re.match('\d{4}', key)
assert type(value) == tp.ListType
assert [type(val) == tp.DictType for val in value]
def test_get_meter_records():
""" Pass a dictionary of *audit* spans from amsaves_usage_range with
reference model IDs from the amsaves_usage_range function as keys and
a list of meter IDs from get_bldg_meters function """
#for site in sites:
site = '46'
bldgIDct = deltamtrsvs.get_property_bldgs(properties_url, site, headers)
bldgIDs = []
for key in bldgIDct:
bldgIDs.append(str(key))
bldgModelsDct = deltamtrsvs.get_bldg_models(model_url, bldgIDs,
headers)
refModelsDct = {}
for key, value in bldgModelsDct.iteritems():
refModelsDct[key] = value['Reference Model']
comparisonsDct = deltamtrsvs.get_model_comparisons(comparison_url,
bldgModelsDct,
headers)
audits = deltamtrsvs.get_model_audits(audit_url, refModelsDct, headers)
auditSpans = ams.amsaves_usage_range(audits)
bldgMeterDct = deltamtrsvs.get_bldg_meters(pvt.bldg_meters_url, bldgIDs,
headers)
bldgMeterRecordsDct = deltamtrsvs.get_meter_records(auditSpans,
bldgMeterDct,
pvt.meter_records_url,
headers)
assert type(bldgMeterRecordsDct) == tp.DictType
for key, value in bldgMeterRecordsDct.iteritems():
assert type(key) == tp.StringType
assert type(value) == tp.DictType
assert len(value) <= 2
elecMtrVals = value['Elec. Meter Records']
assert type(elecMtrVals) == tp.ListType
assert [type(elecMtrVal) == tp.DictType for elecMtrVal in elecMtrVals]
if len(value) == 2:
gasMtrVals = value['Gas Meter Records']
assert type(gasMtrVals) == tp.ListType
assert [type(gasMtrVal) == tp.DictType for gasMtrVal in gasMtrVals]
assert elecMtrVals != gasMtrVals
def test_get_model_comparisons():
""" Pass a list of models' data, confirm the fuction returns the expected
model IDs """
for site in sites:
bldgIDct = deltamtrsvs.get_property_bldgs(properties_url, site,
headers)
bldgIDs = []
for key in bldgIDct:
bldgIDs.append(str(key))
bldgModelsDct = deltamtrsvs.get_bldg_models(model_url, bldgIDs,
headers)
comparisonsDct = deltamtrsvs.get_model_comparisons(comparison_url,
bldgModelsDct,
headers)
assert type(comparisonsDct) == tp.DictType
for key, value in comparisonsDct.iteritems():
assert type(key) == tp.StringType
assert type(value) == tp.DictType