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