def _loadLV_network_stations(db, wb):
# extra 11kV feeder list from db
cursor = db.feeders\
.find({'voltage':11, 'name': {'$ne': ''}})\
.sort('name', pymongo.ASCENDING)
feeders = {f['name']: f['code'] for f in cursor}
# get dist. sub-stations from file
assets, not_found, xlfeeders = [], [], set()
ws = XlSheet(wb, 'DStations-11KV')
reader = Reader(ws, DISTRIBUTION)
for asset in reader.get_assets():
assets.append(asset)
# change feeder name to feeder code
name = asset['source_feeder']
xlfeeders.add(name)
if name not in feeders:
not_found.append(name)
else:
asset['source_feeder'] = feeders[name]
# save to db
db.stations.insert_one(asset)
print('assets:: stations: %s' % len(assets))
def _ensure_headers_exist(self, sample_headers, row_offset=0):
"""Returns the index at which provided headers are found, otherwise
an exception is raised.
"""
index = XlSheet.find_headers(self.ws, sample_headers, row_offset)
if index == -1:
raise Exception("Headers not found: %s" % sample_headers)
return index
def _loadMV_network_stations_feeders(db, wb):
args_list = ((TRANSMISSION, 'TStations+Fdrs'), (INJECTION,
'IStations+Fdrs'))
for args in args_list:
ws = XlSheet(wb, args[1])
reader = Reader(ws, args[0])
for asset in reader.get_assets():
Loader._save_as_stations_feeders(db, asset)
def _ensure_headers_exist(self, sample_headers, row_offset=0):
"""Returns the index at which provided headers are found, otherwise
an exception is raised.
"""
index = XlSheet.find_headers(self.ws, sample_headers, row_offset)
if index == -1:
raise Exception("Headers not found: %s" % sample_headers)
return index
def reorder_distss(db, wb):
assets = {}
# read in dist stations from excel
ws = XlSheet(wb, 'DStations-11KV')
reader = Reader(ws, DISTRIBUTION)
for asset in reader.get_assets():
sf = asset['source_feeder']
if sf not in assets:
assets[sf] = []
assets[sf].append(asset)
# read in feeders order
ws2 = XlSheet(wb, 'Sheet1')
hdrs = ['is.code', 'is.name', 'fdr.name', 'fdr.code']
if not XlSheet.find_headers(ws2, hdrs, 0):
raise Exception('Headers not found: %s' % hdrs)
# iterate rows and extract asset in nested-for
not_found, counter = [], 0
filename = os.path.join(DATA_DIR, 'dist-ss.txt')
with open(filename, 'w') as f:
for fname in [(r[2] or '').strip() for r in ws2]:
if fname not in assets:
not_found.append(fname)
continue
feeders = assets[fname]
feeder = feeders[0]
counter += 1
f.write('{},11,{},{},{}\n'.format(counter, feeder.source_feeder,
feeder.name,
feeder.transformers[0].capacity))
for feeder in feeders[1:]:
f.write(',,,{},{}\n'.format(feeder.name,
feeder.transformers[0].capacity))
f.flush()
def reorder_distss(db, wb):
assets = {}
# read in dist stations from excel
ws = XlSheet(wb, 'DStations-11KV')
reader = Reader(ws, DISTRIBUTION)
for asset in reader.get_assets():
sf = asset['source_feeder']
if sf not in assets:
assets[sf] = []
assets[sf].append(asset)
# read in feeders order
ws2 = XlSheet(wb, 'Sheet1')
hdrs = ['is.code', 'is.name', 'fdr.name', 'fdr.code']
if not XlSheet.find_headers(ws2, hdrs, 0):
raise Exception('Headers not found: %s' % hdrs)
# iterate rows and extract asset in nested-for
not_found, counter = [], 0
filename = os.path.join(DATA_DIR, 'dist-ss.txt')
with open(filename, 'w') as f:
for fname in [(r[2] or '').strip() for r in ws2]:
if fname not in assets:
not_found.append(fname)
continue
feeders = assets[fname]
feeder = feeders[0]
counter += 1
f.write('{},11,{},{},{}\n'.format(
counter,
feeder.source_feeder,
feeder.name,
feeder.transformers[0].capacity
))
for feeder in feeders[1:]:
f.write(',,,{},{}\n'.format(
feeder.name,
feeder.transformers[0].capacity
))
f.flush()
