def content(start_date, finish_date, site_id, typ, user):
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
"site_hh_data_" + to_ct(start_date).strftime("%Y%m%d%H%M") +
".csv", user)
f = open(running_name, mode="w", newline="")
writer = csv.writer(f, lineterminator="\n")
writer.writerow(("Site Code", "Type", "HH Start Clock-Time") +
tuple(map(str, range(1, 51))))
site = Site.get_by_id(sess, site_id)
line = None
for hh in site.hh_data(sess, start_date, finish_date):
hh_start_ct = to_ct(hh["start_date"])
if (hh_start_ct.hour, hh_start_ct.minute) == (0, 0):
if line is not None:
writer.writerow(line)
line = [site.code, typ, hh_start_ct.strftime("%Y-%m-%d")]
line.append(str(hh[typ]))
if line is not None:
writer.writerow(line)
except BaseException:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(user):
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'llfcs.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
writer.writerow(
('Chellow Id', 'DNO Code', 'Code', 'Description', 'Voltage Level',
'Is Substation?', 'Is Import?', 'Valid From', 'Valid To'))
for llfc in sess.query(Llfc).order_by(Llfc.id).options(
joinedload(Llfc.dno), joinedload(Llfc.voltage_level)):
writer.writerow(
(str(llfc.id), llfc.dno.dno_code, llfc.code, llfc.description,
llfc.voltage_level.code, llfc.is_substation, llfc.is_import,
hh_format(llfc.valid_from), hh_format(llfc.valid_to)))
except BaseException:
writer.writerow([traceback.format_exc()])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(start_date, finish_date, contract_id, user):
sess = f = None
try:
running_name, finished_name = chellow.dloads.make_names(
"virtual_bills.csv", user
)
f = open(running_name, mode="w", newline="")
sess = Session()
create_csv(f, sess, start_date, finish_date, contract_id)
except BadRequest as e:
if f is None:
raise
else:
f.write("\n" + e.description)
except BaseException:
if f is None:
raise
else:
f.write(traceback.format_exc())
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(start_date, finish_date, site_id, typ, user):
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
"site_hh_data_" + start_date.strftime("%Y%m%d%H%M") + ".csv", user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
writer.writerow(
('Site Code', 'Type', 'Date') + tuple(map(str, range(1, 49))))
site = Site.get_by_id(sess, site_id)
line = None
for hh in site.hh_data(sess, start_date, finish_date):
hh_start = hh['start_date']
if (hh_start.hour, hh_start.minute) == (0, 0):
if line is not None:
writer.writerow(line)
line = [site.code, typ, hh_start.strftime("%Y-%m-%d")]
line.append(str(hh[typ]))
if line is not None:
writer.writerow(line)
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def get_db_id():
sess = None
try:
sess = Session()
return Contract.get_non_core_by_name(sess, 'bank_holidays').id
finally:
if sess is not None:
sess.close()
def get_db_id():
sess = None
try:
sess = Session()
return Contract.get_non_core_by_name(sess, 'bank_holidays').id
finally:
if sess is not None:
sess.close()
def _get_proto_override():
sess = Session()
try:
config_contract = Contract.get_non_core_by_name(sess, "configuration")
props = config_contract.make_properties()
proto = props.get("redirect_scheme")
finally:
sess.close()
return proto
def long_process(start_date, finish_date, st_id, months, year, month, user):
caches = {}
tmp_file = sess = None
try:
sess = Session()
if st_id is None:
st = None
base_name = "site_monthly_duration_for_all_site_for_" + \
str(months) + "_to_" + str(year) + "_" + str(month) + ".csv"
else:
st = Site.get_by_id(sess, st_id)
base_name = "site_monthly_duration_for_" + st.code + "_" + \
str(months) + "_to_" + str(year) + "_" + str(month) + ".csv"
running_name, finished_name = chellow.dloads.make_names(
base_name, user)
tmp_file = open(running_name, "w")
forecast_date = chellow.computer.forecast_date()
tmp_file.write(
"Site Id,Site Name,Associated Site Ids,Sources,"
"Generator Types,Month,Metered Imported kWh,"
"Metered Displaced kWh,Metered Exported kWh,Metered Used kWh,"
"Metered Parasitic kWh,Metered Generated kWh,"
"Metered 3rd Party Import kWh,Metered 3rd Party Export kWh,"
"Metered Imported GBP,Metered Displaced GBP,Metered Exported GBP,"
"Metered Used GBP,Metered 3rd Party Import GBP,"
"Billed Imported kWh,Billed Imported GBP,Metering Type,Problem")
for i in range(months):
sites = sess.query(Site).order_by(Site.code)
if st is not None:
sites = sites.filter(Site.id == st.id)
for site in sites:
month_start = start_date + relativedelta(months=i)
month_finish = month_start + relativedelta(months=1) - HH
tmp_file.write(
'\r\n' + ','.join(
'"' + str(value) + '"' for value in process_site(
sess, site, month_start, month_finish,
forecast_date, tmp_file, start_date, finish_date,
caches)))
tmp_file.flush()
except:
msg = traceback.format_exc()
sys.stderr.write(msg + '\n')
tmp_file.write("Problem " + msg)
finally:
if sess is not None:
sess.close()
tmp_file.close()
os.rename(running_name, finished_name)
def make_raw_bills(self):
raw_bills = []
sess = Session()
headers = {"sess": sess}
for self.line_number, code in enumerate(self.parser):
elements = _find_elements(code, self.parser.elements)
line = self.parser.line
bill = _process_segment(code, elements, line, headers,
self.line_number)
if bill is not None:
raw_bills.append(bill)
sess.close()
return raw_bills
def content(user, file_like, report_run_id):
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
FNAME + ".csv", user)
f = open(running_name, mode="w", newline="")
writer = csv.writer(f, lineterminator="\n")
report_run = ReportRun.get_by_id(sess, report_run_id)
props = Contract.get_non_core_by_name(
sess, "configuration").make_properties()
_process_sites(sess, file_like, writer, props, report_run)
report_run.update("finished")
sess.commit()
except BaseException:
msg = traceback.format_exc()
if report_run is not None:
report_run.update("interrupted")
report_run.insert_row(sess, "", ["error"], {"error": msg}, {})
sess.commit()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def import_now(self):
if self.lock.acquire(False):
sess = None
try:
sess = Session()
while self.import_file(sess):
pass
except Exception:
self.log(f"Outer Exception {traceback.format_exc()}")
self.is_error = True
finally:
if sess is not None:
sess.close()
self.lock.release()
def before_first_request():
chellow.utils.url_root = request.url_root
sess = None
try:
sess = Session()
configuration = sess.execute(
select(Contract).where(
Contract.name == "configuration")).scalar_one()
props = configuration.make_properties()
api_props = props.get("api", {})
api.description = api_props.get("description",
"Access Chellow data")
finally:
if sess is not None:
sess.close()
def content(fin, user):
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
"mdd__general_import.csv", user)
f = open(running_name, mode="w", newline="")
w = csv.writer(f, lineterminator="\n")
zip_file = ZipFile(fin)
for zname in zip_file.namelist():
csv_file = StringIO(zip_file.read(zname).decode("utf-8"))
csv_reader = iter(csv.reader(csv_file))
next(csv_reader) # Skip titles
rows = []
if zname.startswith("Line_Loss_Factor_Class"):
rows = _parse_Line_Loss_Factor_Class(sess, csv_reader)
elif zname.startswith("Market_Participant"):
rows = _parse_Market_Participant(sess, csv_reader)
elif zname.startswith("Market_Role"):
rows = _parse_Market_Role(sess, csv_reader)
elif zname.startswith("Market_Participant_Role"):
rows = _parse_Market_Participant_Role(sess, csv_reader)
elif zname.startswith("Meter_Timeswitch_Class"):
rows = _parse_Meter_Timeswitch_Class(sess, csv_reader)
elif zname.startswith("MTC_in_PES_Area"):
rows = _parse_MTC_in_PES_Area(sess, csv_reader)
elif zname.startswith("MTC_Meter_Type"):
rows = _parse_MTC_Meter_Type(sess, csv_reader)
w.writerows(rows)
except BaseException:
w.writerow([traceback.format_exc()])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(user):
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names("llfcs.csv", user)
f = open(running_name, mode="w", newline="")
writer = csv.writer(f, lineterminator="\n")
writer.writerow(
(
"Chellow Id",
"DNO Code",
"Code",
"Description",
"Voltage Level",
"Is Substation?",
"Is Import?",
"Valid From",
"Valid To",
)
)
for llfc in (
sess.query(Llfc)
.order_by(Llfc.id)
.options(joinedload(Llfc.dno), joinedload(Llfc.voltage_level))
):
writer.writerow(
(
str(llfc.id),
llfc.dno.dno_code,
llfc.code,
llfc.description,
llfc.voltage_level.code,
llfc.is_substation,
llfc.is_import,
hh_format(llfc.valid_from),
hh_format(llfc.valid_to),
)
)
except BaseException:
writer.writerow([traceback.format_exc()])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def startup():
for procs in processes.values():
for proc in procs:
if proc.isAlive():
raise BadRequest(
"Can't start hh importer, there are still some "
"hh imports running.")
sess = None
try:
sess = Session()
for contract in (sess.query(Contract).join(MarketRole).filter(
MarketRole.code == "C").order_by(Contract.id)):
startup_contract(contract.id)
finally:
if sess is not None:
sess.close()
def content(user):
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'site_snags.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
writer.writerow(
('Chellow Id', 'Site Code', 'Site Name', 'Snag Description',
'Start Date', 'Finish Date', 'Days Since Snag Finished',
'Duration Of Snag (Days)', 'Is Ignored?'))
now = Datetime.now(pytz.utc)
for snag in sess.query(Snag).join(Site).filter(
Snag.site != null()).order_by(Site.code, Snag.description,
Snag.start_date,
Snag.id).options(
joinedload(Snag.site)):
snag_start = snag.start_date
snag_finish = snag.finish_date
if snag_finish is None:
duration = now - snag_start
age_of_snag = datetime.timedelta(0)
else:
duration = snag_finish - snag_start
age_of_snag = now - snag_finish
writer.writerow(
(str(snag.id), snag.site.code,
snag.site.name, snag.description, hh_format(snag_start),
hh_format(snag_finish),
str(age_of_snag.days + age_of_snag.seconds / (3600 * 24)),
str(duration.days + duration.seconds / (3600 * 24)),
str(snag.is_ignored)))
except BaseException:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = None
try:
sess = Session()
self.run_inner(sess)
except:
self.log("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
if sess is not None:
sess.close()
self.lock.release()
self.log("Finished checking GCv rates.")
self.going.wait(30 * 60)
self.going.clear()
def before_first_request():
try:
scheme = request.headers["X-Forwarded-Proto"]
except KeyError:
sess = Session()
try:
config_contract = Contract.get_non_core_by_name(
sess, "configuration")
props = config_contract.make_properties()
scheme = props.get("redirect_scheme", "http")
finally:
sess.close()
try:
host = request.headers["X-Forwarded-Host"]
except KeyError:
host = request.host
chellow.utils.url_root = f"{scheme}://{host}/"
def _import_tlms(log_func):
sess = None
cache = {}
try:
sess = Session()
log_func("Starting to check TLMs.")
contract = Contract.get_non_core_by_name(sess, "tlms")
contract_props = contract.make_properties()
if contract_props.get("enabled", False):
config = Contract.get_non_core_by_name(sess, "configuration")
props = config.make_properties()
scripting_key = props.get(ELEXON_PORTAL_SCRIPTING_KEY_KEY)
if scripting_key is None:
raise BadRequest(
"The property " + ELEXON_PORTAL_SCRIPTING_KEY_KEY +
" cannot be found in the configuration properties.")
url_str = "".join((contract_props["url"],
"file/download/TLM_FILE?key=", scripting_key))
r = requests.get(url_str)
parser = csv.reader((x.decode() for x in r.iter_lines()),
delimiter=",",
quotechar='"')
log_func("Opened " + url_str + ".")
next(parser, None)
for i, values in enumerate(parser):
if values[3] == "":
for zone in GSP_GROUP_LOOKUP.keys():
values[3] = zone
_process_line(cache, sess, contract, log_func, values)
else:
_process_line(cache, sess, contract, log_func, values)
_save_cache(sess, cache)
else:
log_func("The importer is disabled. Set 'enabled' to "
"'true' in the properties to enable it.")
except BadRequest as e:
log_func("Problem: " + e.description)
sess.rollback()
except BaseException:
log_func("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
if sess is not None:
sess.close()
log_func("Finished checking TLM rates.")
def content(year, site_id, user):
caches = {}
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
"output.csv", user)
f = open(running_name, mode="w", newline="")
writer = csv.writer(f, lineterminator="\n")
_write_sites(sess, caches, writer, year, site_id)
except BadRequest as e:
writer.writerow([e.description])
except BaseException:
writer.writerow([traceback.format_exc()])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = self.global_alert = None
try:
sess = Session()
self.log("Starting to check BSUoS rates.")
contract = Contract.get_non_core_by_name(sess, 'bsuos')
props = contract.make_properties()
if props.get('enabled', False):
urls = set(props.get('urls', []))
if props.get('discover_urls', False):
urls.update(_discover_urls(self.log))
url_list = sorted(urls)
self.log("List of URLs to process: " + str(url_list))
for url in url_list:
self.process_url(sess, url, contract)
else:
self.log("The automatic importer is disabled. To "
"enable it, edit the contract properties to "
"set 'enabled' to True.")
except BaseException:
self.log("Outer problem " + traceback.format_exc())
self.global_alert = \
"There's a problem with the BSUoS automatic importer."
sess.rollback()
finally:
if sess is not None:
sess.close()
self.lock.release()
self.log("Finished checking BSUoS rates.")
self.going.wait(60 * 60 * 24)
self.going.clear()
def run(self):
sess = None
try:
sess = Session()
contract = Contract.get_dc_by_id(sess, self.dc_contract_id)
sess.rollback()
properties = contract.make_properties()
mpan_map = properties.get("mpan_map", {})
parser_module = importlib.import_module(
"chellow.hh_parser_" + self.conv_ext[0][1:].replace(".", "_"))
self.converter = parser_module.create_parser(
self.istream, mpan_map)
sess.rollback()
HhDatum.insert(sess, self.converter, contract)
sess.commit()
except BadRequest as e:
self.messages.append(e.description)
except BaseException:
self.messages.append("Outer problem " + traceback.format_exc())
finally:
if sess is not None:
sess.close()
def content(user, file_name, file_like, gsp_group_id):
f = sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'dno_rates.zish', user)
f = open(running_name, mode='w')
gsp_group = GspGroup.get_by_id(sess, gsp_group_id)
gsp_rates = {}
if not file_name.endswith('.xlsx'):
raise BadRequest("The file extension for " + file_name +
" isn't recognized.")
book = openpyxl.load_workbook(file_like,
data_only=True,
read_only=True)
for sheet in book.worksheets:
title = sheet.title.strip().lower()
if title.startswith('annex 1 '):
tab_lv_hv(sheet, gsp_rates)
elif title.startswith('annex 5 '):
tab_laf(sheet, gsp_rates)
elif title.startswith('annex 2 '):
tab_ehv(sheet, gsp_rates)
rs = {gsp_group.code: gsp_rates}
f.write(dumps(rs))
except BaseException:
f.write(traceback.format_exc())
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(user, file_like):
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
"asset_comparison.csv", user)
f = open(running_name, mode="w", newline="")
writer = csv.writer(f, lineterminator="\n")
props = Contract.get_non_core_by_name(
sess, "configuration").make_properties()
_process_sites(sess, file_like, writer, props)
except BaseException:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def make_raw_bills(self):
raw_bills = []
sess = Session()
headers = {"sess": sess}
blank_set = set(("", ))
for self.line_number, row in enumerate(self.reader):
# skip blank lines
if len(row) == 0 or set(row) == blank_set:
continue
try:
bill = _process_line(row[0], row[1:], headers)
except BadRequest as e:
raise BadRequest(
f"Can't parse line number {self.line_number}: {row} : "
f"{e.description}")
if bill is not None:
raw_bills.append(bill)
sess.close()
return raw_bills
def before_request():
g.sess = Session()
msg = " ".join("-" if v is None else v for v in (
request.remote_addr,
str(request.user_agent),
request.remote_user,
f"[{Datetime.now().strftime('%d/%b/%Y:%H:%M:%S')}]",
f'"{request.method} {request.path} '
f'{request.environ.get("SERVER_PROTOCOL")}"',
None,
None,
))
print(msg)
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = self.global_alert = None
try:
sess = Session()
self.log("Starting to check bmarketidx.")
contract = Contract.get_non_core_by_name(sess, "bmarketidx")
latest_rs = (
sess.query(RateScript)
.filter(RateScript.contract_id == contract.id)
.order_by(RateScript.start_date.desc())
.first()
)
start_ct = to_ct(latest_rs.start_date)
months = list(
c_months_u(
start_year=start_ct.year,
start_month=start_ct.month,
months=2,
)
)
month_start, month_finish = months[1]
now = utc_datetime_now()
if now > month_finish:
_process_month(
self.log,
sess,
contract,
latest_rs,
month_start,
month_finish,
)
except BaseException:
self.log(f"Outer problem {traceback.format_exc()}")
sess.rollback()
self.global_alert = (
"There's a problem with the " "bmarketidx automatic importer."
)
finally:
self.lock.release()
self.log("Finished checking bmarketidx rates.")
if sess is not None:
sess.close()
self.going.wait(2 * 60 * 60)
self.going.clear()
def run(self):
sess = None
try:
sess = Session()
for file_number, zfile in enumerate(self.zips):
self.progress["file_number"] = file_number
_process(sess, self.progress, zfile)
except BadRequest as e:
sess.rollback()
with self.rd_lock:
self.error_message = e.description
except BaseException:
sess.rollback()
with self.rd_lock:
self.error_message = traceback.format_exc()
finally:
if sess is not None:
sess.close()
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = None
try:
sess = Session()
self.run_inner(sess)
except BaseException:
self.log("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
if sess is not None:
sess.close()
self.lock.release()
self.log("Finished checking GCv rates.")
self.going.wait(30 * 60)
self.going.clear()
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = self.global_alert = None
try:
sess = Session()
fetch_cvs(sess, self.log)
except BaseException:
self.log("Outer problem " + traceback.format_exc())
self.global_alert = (
"There's a problem with the g_cv automatic importer.")
sess.rollback()
finally:
if sess is not None:
sess.close()
self.lock.release()
self.log("Finished checking GCv rates.")
self.going.wait(30 * 60)
self.going.clear()
def content(
start_date, finish_date, imp_related, channel_type, is_zipped,
supply_id, mpan_cores, user):
zf = sess = tf = None
base_name = ["supplies_hh_data", finish_date.strftime('%Y%m%d%H%M')]
try:
sess = Session()
supplies = sess.query(Supply).join(Era).filter(
or_(Era.finish_date == null(), Era.finish_date >= start_date),
Era.start_date <= finish_date).order_by(Supply.id).distinct()
if supply_id is not None:
supply = Supply.get_by_id(sess, supply_id)
supplies = supplies.filter(Supply.id == supply.id)
first_era = sess.query(Era).filter(
Era.supply == supply,
or_(
Era.finish_date == null(), Era.finish_date >= start_date),
Era.start_date <= finish_date).order_by(Era.start_date).first()
if first_era.imp_mpan_core is None:
name_core = first_era.exp_mpan_core
else:
name_core = first_era.imp_mpan_core
base_name.append("supply_" + name_core.replace(' ', '_'))
if mpan_cores is not None:
supplies = supplies.filter(
or_(
Era.imp_mpan_core.in_(mpan_cores),
Era.exp_mpan_core.in_(mpan_cores)))
base_name.append('filter')
outs = []
titles = "MPAN Core,Date," + ','.join(map(str, range(48)))
running_name, finished_name = chellow.dloads.make_names(
'_'.join(base_name) + ('.zip' if is_zipped else '.csv'), user)
if is_zipped:
zf = zipfile.ZipFile(running_name, "w", zipfile.ZIP_DEFLATED)
else:
tf = open(running_name, "w")
outs.append(titles)
for supply in supplies:
era = supply.find_era_at(sess, finish_date)
if era is None or era.imp_mpan_core is None:
mpan_core_str = "NA"
else:
mpan_core_str = era.imp_mpan_core
hh_data = iter(
sess.query(HhDatum).join(Channel).join(Era).filter(
Era.supply == supply, HhDatum.start_date >= start_date,
HhDatum.start_date <= finish_date,
Channel.imp_related == imp_related,
Channel.channel_type == channel_type
).order_by(HhDatum.start_date))
datum = next(hh_data, None)
for current_date in hh_range(start_date, finish_date):
if current_date.hour == 0 and current_date.minute == 0:
outs.append(
"\n" + mpan_core_str + "," +
current_date.strftime('%Y-%m-%d'))
outs.append(",")
if datum is not None and datum.start_date == current_date:
outs.append(str(datum.value))
datum = next(hh_data, None)
if is_zipped:
fname = mpan_core_str + '_' + str(supply.id) + '.csv'
zf.writestr(fname.encode('ascii'), titles + ''.join(outs))
else:
tf.write(''.join(outs))
outs = []
if is_zipped:
zf.close()
else:
tf.close()
except:
msg = traceback.format_exc()
if is_zipped:
zf.writestr('error.txt', msg)
zf.close()
else:
tf.write(msg)
finally:
if sess is not None:
sess.close()
os.rename(running_name, finished_name)
def content(
start_date, finish_date, supply_id, mpan_cores, is_zipped, user):
if is_zipped:
file_extension = ".zip"
else:
file_extension = ".csv"
base_name = "hh_data_row_" + start_date.strftime("%Y%m%d%H%M") + \
file_extension
titles = ','.join('"' + v + '"' for v in (
"Site Code", "Imp MPAN Core", "Exp Mpan Core", "Start Date",
"Import ACTIVE", "Import ACTIVE Status", "Import REACTIVE_IMP",
"Import REACTIVE_IMP Status", "Import REACTIVE_EXP",
"Import REACTIVE_EXP Status", "Export ACTIVE",
"Export ACTIVE Status", "Export REACTIVE_IMP",
"Export REACTIVE_IMP Status", "Export REACTIVE_EXP",
"Export REACTIVE_EXP Status")) + "\n"
running_name, finished_name = chellow.dloads.make_names(base_name, user)
if is_zipped:
zf = zipfile.ZipFile(running_name, 'w')
else:
tmp_file = open(running_name, "w")
sess = None
try:
sess = Session()
supplies = sess.query(Supply).join(Era).filter(
Era.start_date <= finish_date,
or_(
Era.finish_date == null(), Era.finish_date >= start_date),
).order_by(Era.supply_id, Era.start_date).distinct()
if supply_id is not None:
sup = Supply.get_by_id(sess, supply_id)
supplies = supplies.filter(Era.supply == sup)
if mpan_cores is not None:
supplies = supplies.filter(
or_(
Era.imp_mpan_core.in_(mpan_cores),
Era.exp_mpan_core.in_(mpan_cores)))
if not is_zipped:
tmp_file.write(titles)
for supply in supplies:
site, era = sess.query(
Site, Era).join(Era.site_eras).filter(
Era.supply == supply, Era.start_date <= finish_date,
SiteEra.site_id == Site.id,
or_(
Era.finish_date == null(),
Era.finish_date >= start_date),
SiteEra.is_physical == true()).order_by(Era.id).first()
outs = []
for hh_start_date, imp_active, imp_active_status, \
imp_reactive_imp, imp_reactive_imp_status, \
imp_reactive_exp, imp_reactive_exp_status, \
exp_active, exp_active_status, exp_reactive_imp, \
exp_reactive_imp_status, exp_reactive_exp, \
exp_reactive_exp_status in sess.execute("""
select hh_base.start_date, max(imp_active.value), max(imp_active.status),
max(imp_reactive_imp.value), max(imp_reactive_imp.status),
max(imp_reactive_exp.value), max(imp_reactive_exp.status),
max(exp_active.value), max(exp_active.status),
max(exp_reactive_imp.value), max(imp_reactive_imp.status),
max(exp_reactive_imp.value), max(imp_reactive_exp.status)
from hh_datum hh_base
join channel on hh_base.channel_id = channel.id
join era on channel.era_id = era.id
left join hh_datum imp_active
on (imp_active.id = hh_base.id and channel.imp_related is true and
channel.channel_type = 'ACTIVE')
left join hh_datum imp_reactive_imp
on (imp_reactive_imp.id = hh_base.id
and channel.imp_related is true and
channel.channel_type = 'REACTIVE_IMP')
left join hh_datum imp_reactive_exp
on (imp_reactive_exp.id = hh_base.id
and channel.imp_related is true and
channel.channel_type = 'REACTIVE_EXP')
left join hh_datum exp_active
on (exp_active.id = hh_base.id and channel.imp_related is false and
channel.channel_type = 'ACTIVE')
left join hh_datum exp_reactive_imp
on (exp_reactive_imp.id = hh_base.id
and channel.imp_related is
false and channel.channel_type = 'REACTIVE_IMP')
left join hh_datum exp_reactive_exp
on (exp_reactive_exp.id = hh_base.id
and channel.imp_related is false
and channel.channel_type = 'REACTIVE_EXP')
where supply_id = :supply_id
and hh_base.start_date between :start_date and :finish_date
group by hh_base.start_date
order by hh_base.start_date
""", params={
'supply_id': supply.id, 'start_date': start_date,
'finish_date': finish_date}):
outs.append(','.join(
'"' + ('' if v is None else str(v)) + '"' for v in (
site.code, era.imp_mpan_core, era.exp_mpan_core,
hh_format(hh_start_date), imp_active,
imp_active_status, imp_reactive_imp,
imp_reactive_imp_status, imp_reactive_exp,
imp_reactive_exp_status, exp_active,
exp_active_status, exp_reactive_imp,
exp_reactive_imp_status, exp_reactive_exp,
exp_reactive_exp_status)) + '\n')
if is_zipped:
zf.writestr(
(
"hh_data_row_" + str(era.id) + "_" +
str(era.imp_mpan_core) + "_" +
str(era.exp_mpan_core)).replace(' ', '') + '.csv',
titles + ''.join(outs))
else:
tmp_file.write(''.join(outs))
except:
msg = "Problem " + traceback.format_exc()
if is_zipped:
zf.writestr('error.txt', msg)
else:
tmp_file.write(msg)
finally:
if sess is not None:
sess.close()
if is_zipped:
zf.close()
else:
tmp_file.close()
os.rename(running_name, finished_name)
def content(
batch_id,
bill_id,
contract_id,
start_date,
finish_date,
user,
mpan_cores,
fname_additional,
):
caches = {}
tmp_file = sess = supply_id = None
forecast_date = to_utc(Datetime.max)
try:
running_name, finished_name = chellow.dloads.make_names(
"bill_check_" + fname_additional + ".csv", user)
tmp_file = open(running_name, mode="w", newline="")
writer = csv.writer(tmp_file, lineterminator="\n")
sess = Session()
report_run = ReportRun("bill_check", user, fname_additional)
sess.add(report_run)
bills = (sess.query(Bill).order_by(
Bill.supply_id, Bill.reference).options(
joinedload(Bill.supply),
subqueryload(Bill.reads).joinedload(RegisterRead.present_type),
subqueryload(Bill.reads).joinedload(
RegisterRead.previous_type),
joinedload(Bill.batch),
))
if len(mpan_cores) > 0:
mpan_cores = list(map(parse_mpan_core, mpan_cores))
supply_ids = [
i[0] for i in sess.query(Era.supply_id).filter(
or_(
Era.imp_mpan_core.in_(mpan_cores),
Era.exp_mpan_core.in_(mpan_cores),
)).distinct()
]
bills = bills.join(Supply).filter(Supply.id.in_(supply_ids))
if batch_id is not None:
batch = Batch.get_by_id(sess, batch_id)
bills = bills.filter(Bill.batch == batch)
contract = batch.contract
elif bill_id is not None:
bill = Bill.get_by_id(sess, bill_id)
bills = bills.filter(Bill.id == bill.id)
contract = bill.batch.contract
elif contract_id is not None:
contract = Contract.get_by_id(sess, contract_id)
bills = bills.join(Batch).filter(
Batch.contract == contract,
Bill.start_date <= finish_date,
Bill.finish_date >= start_date,
)
vbf = chellow.computer.contract_func(caches, contract, "virtual_bill")
if vbf is None:
raise BadRequest("The contract " + contract.name +
" doesn't have a function virtual_bill.")
virtual_bill_titles_func = chellow.computer.contract_func(
caches, contract, "virtual_bill_titles")
if virtual_bill_titles_func is None:
raise BadRequest("The contract " + contract.name +
" doesn't have a function virtual_bill_titles.")
virtual_bill_titles = virtual_bill_titles_func()
titles = [
"batch",
"bill-reference",
"bill-type",
"bill-kwh",
"bill-net-gbp",
"bill-vat-gbp",
"bill-start-date",
"bill-finish-date",
"imp-mpan-core",
"exp-mpan-core",
"site-code",
"site-name",
"covered-from",
"covered-to",
"covered-bills",
"metered-kwh",
]
for t in virtual_bill_titles:
titles.append("covered-" + t)
titles.append("virtual-" + t)
if t.endswith("-gbp"):
titles.append("difference-" + t)
writer.writerow(titles)
bill_map = defaultdict(set, {})
for bill in bills:
bill_map[bill.supply.id].add(bill.id)
for supply_id in bill_map.keys():
_process_supply(
sess,
caches,
supply_id,
bill_map,
forecast_date,
contract,
vbf,
virtual_bill_titles,
writer,
titles,
report_run,
)
report_run.update("finished")
sess.commit()
except BadRequest as e:
if report_run is not None:
report_run.update("problem")
if supply_id is None:
prefix = "Problem: "
else:
prefix = "Problem with supply " + str(supply_id) + ":"
tmp_file.write(prefix + e.description)
except BaseException:
if report_run is not None:
report_run.update("interrupted")
if supply_id is None:
prefix = "Problem: "
else:
prefix = "Problem with supply " + str(supply_id) + ":"
msg = traceback.format_exc()
sys.stderr.write(msg + "\n")
tmp_file.write(prefix + msg)
finally:
if sess is not None:
sess.close()
tmp_file.close()
os.rename(running_name, finished_name)
def content(start_date, finish_date, g_contract_id, user):
report_context = {}
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
"gas_virtual_bills.csv", user
)
f = open(running_name, mode="w", newline="")
writer = csv.writer(f, lineterminator="\n")
g_contract = GContract.get_by_id(sess, g_contract_id)
forecast_dt = forecast_date()
month_start = utc_datetime(start_date.year, start_date.month, 1)
month_finish = month_start + relativedelta(months=1) - HH
bill_titles = contract_func(report_context, g_contract, "virtual_bill_titles")()
writer.writerow(
["MPRN", "Site Code", "Site Name", "Account", "From", "To"] + bill_titles
)
while not month_start > finish_date:
period_start = hh_max(start_date, month_start)
period_finish = hh_min(finish_date, month_finish)
for g_era in (
sess.query(GEra)
.distinct()
.filter(
GEra.g_contract == g_contract,
GEra.start_date <= period_finish,
or_(GEra.finish_date == null(), GEra.finish_date >= period_start),
)
):
chunk_start = hh_max(g_era.start_date, period_start)
chunk_finish = hh_min(g_era.finish_date, period_finish)
data_source = GDataSource(
sess,
chunk_start,
chunk_finish,
forecast_dt,
g_era,
report_context,
None,
)
site = (
sess.query(Site)
.join(SiteGEra)
.filter(SiteGEra.g_era == g_era, SiteGEra.is_physical == true())
.one()
)
vals = [
data_source.mprn,
site.code,
site.name,
data_source.account,
hh_format(data_source.start_date),
hh_format(data_source.finish_date),
]
contract_func(report_context, g_contract, "virtual_bill")(data_source)
bill = data_source.bill
for title in bill_titles:
if title in bill:
val = make_val(bill[title])
del bill[title]
else:
val = ""
vals.append(val)
for k in sorted(bill.keys()):
vals.append(k)
vals.append(str(bill[k]))
writer.writerow(vals)
month_start += relativedelta(months=1)
month_finish = month_start + relativedelta(months=1) - HH
except BadRequest as e:
writer.writerow(["Problem: " + e.description])
except BaseException:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(supply_id, start_date, finish_date, user):
caches = {}
try:
sess = Session()
supply = Supply.get_by_id(sess, supply_id)
forecast_date = chellow.computer.forecast_date()
prev_titles = None
running_name, finished_name = chellow.dloads.make_names(
'supply_virtual_bills_hh_' + str(supply_id) + '.csv', user)
f = open(running_name, mode='w', newline='')
w = csv.writer(f, lineterminator='\n')
for hh_start in hh_range(start_date, finish_date):
era = sess.query(Era).filter(
Era.supply == supply, Era.start_date <= hh_start,
or_(
Era.finish_date == null(),
Era.finish_date >= hh_start)).one()
site = sess.query(Site).join(SiteEra).filter(
SiteEra.era == era, SiteEra.is_physical == true()).one()
ds = chellow.computer.SupplySource(
sess, hh_start, hh_start, forecast_date, era, True, caches)
titles = [
'MPAN Core', 'Site Code', 'Site Name', 'Account', 'HH Start',
'']
output_line = [
ds.mpan_core, site.code, site.name, ds.supplier_account,
hh_format(ds.start_date), '']
mop_titles = ds.contract_func(
era.mop_contract, 'virtual_bill_titles')()
titles.extend(['mop-' + t for t in mop_titles])
ds.contract_func(era.mop_contract, 'virtual_bill')(ds)
bill = ds.mop_bill
for title in mop_titles:
output_line.append(bill.get(title, ''))
if title in bill:
del bill[title]
for k in sorted(bill.keys()):
output_line.extend([k, bill[k]])
output_line.append('')
dc_titles = ds.contract_func(
era.hhdc_contract, 'virtual_bill_titles')()
titles.append('')
titles.extend(['dc-' + t for t in dc_titles])
ds.contract_func(era.hhdc_contract, 'virtual_bill')(ds)
bill = ds.dc_bill
for title in dc_titles:
output_line.append(bill.get(title, ''))
if title in bill:
del bill[title]
for k in sorted(bill.keys()):
output_line.extend([k, bill[k]])
if era.imp_supplier_contract is not None:
contract = era.imp_supplier_contract
output_line.append('')
supplier_titles = ds.contract_func(
contract, 'virtual_bill_titles')()
titles.append('')
titles.extend(['imp-supplier-' + t for t in supplier_titles])
ds.contract_func(contract, 'virtual_bill')(ds)
bill = ds.supplier_bill
for title in supplier_titles:
output_line.append(bill.get(title, ''))
if title in bill:
del bill[title]
for k in sorted(bill.keys()):
output_line.extend([k, bill[k]])
if era.exp_supplier_contract is not None:
contract = era.exp_supplier_contract
ds = chellow.computer.SupplySource(
sess, hh_start, hh_start, forecast_date, era, False,
caches)
output_line.append('')
supplier_titles = ds.contract_func(
contract, 'virtual_bill_titles')()
titles.append('')
titles.extend(['exp-supplier-' + t for t in supplier_titles])
ds.contract_func(contract, 'virtual_bill')(ds)
bill = ds.supplier_bill
for title in supplier_titles:
output_line.append(bill.get(title, ''))
if title in bill:
del bill[title]
for k in sorted(bill.keys()):
output_line.extend([k, bill[k]])
if titles != prev_titles:
prev_titles = titles
w.writerow(titles)
w.writerow(output_line)
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
w.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def none_content(site_codes, typ, start_date, finish_date, user, file_name):
sess = zf = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
file_name, user)
sites = (sess.query(Site).join(SiteEra).join(Era).filter(
SiteEra.is_physical == true(),
or_(Era.finish_date == null(), Era.finish_date >= start_date),
Era.start_date <= finish_date,
))
if site_codes is not None:
sites = sites.filter(Site.code.in_(site_codes))
zf = zipfile.ZipFile(running_name, "w")
start_date_str = hh_format(start_date)
finish_date_str = hh_format(finish_date)
for site in sites:
buf = StringIO()
writer = csv.writer(buf, lineterminator="\n")
writer.writerow([
"Site Code",
"Site Name",
"Associated Site Codes",
"Sources",
"Generator Types",
"From",
"To",
"Type",
"Date",
] + list(map(str, range(1, 51))))
associates = " ".join(
s.code
for s in site.find_linked_sites(sess, start_date, finish_date))
source_codes = set()
gen_types = set()
for supply in (sess.query(Supply).join(Era).join(SiteEra).filter(
SiteEra.is_physical == true(),
SiteEra.site == site,
Era.start_date <= finish_date,
or_(Era.finish_date == null(),
Era.finish_date >= start_date),
).distinct().options(joinedload(Supply.source),
joinedload(Supply.generator_type))):
source_codes.add(supply.source.code)
gen_type = supply.generator_type
if gen_type is not None:
gen_types.add(gen_type.code)
source_codes_str = ", ".join(sorted(source_codes))
gen_types_str = ", ".join(sorted(gen_types))
row = None
for hh in site.hh_data(sess, start_date, finish_date):
ct_start_date = to_ct(hh["start_date"])
if ct_start_date.hour == 0 and ct_start_date.minute == 0:
if row is not None:
writer.writerow(row)
row = [
site.code,
site.name,
associates,
source_codes_str,
gen_types_str,
start_date_str,
finish_date_str,
typ,
ct_start_date.strftime("%Y-%m-%d"),
]
row.append(str(round(hh[typ], 2)))
if row is not None:
writer.writerow(row)
zf.writestr(
f"{site.code}_{finish_date.strftime('%Y%m%d%M%H')}.csv",
buf.getvalue(),
)
# Avoid long-running transaction
sess.rollback()
except BaseException:
msg = traceback.format_exc()
sys.stderr.write(msg)
zf.write(msg)
finally:
if sess is not None:
sess.close()
if zf is not None:
zf.close()
os.rename(running_name, finished_name)
def run(self):
sess = None
try:
sess = Session()
self._log(
"Starting to parse the file with '" + self.parser_name + "'.")
set_read_write(sess)
batch = Batch.get_by_id(sess, self.batch_id)
raw_bills = self.parser.make_raw_bills()
self._log(
"Successfully parsed the file, and now I'm starting to "
"insert the raw bills.")
for self.bill_num, raw_bill in enumerate(raw_bills):
try:
with sess.begin_nested():
sess.execute(
"set transaction isolation level serializable "
"read write")
bill_type = BillType.get_by_code(
sess, raw_bill['bill_type_code'])
bill = batch.insert_bill(
sess, raw_bill['account'], raw_bill['reference'],
raw_bill['issue_date'], raw_bill['start_date'],
raw_bill['finish_date'], raw_bill['kwh'],
raw_bill['net'], raw_bill['vat'],
raw_bill['gross'],
bill_type, raw_bill['breakdown'])
sess.flush()
for raw_read in raw_bill['reads']:
tpr_code = raw_read['tpr_code']
if tpr_code is None:
tpr = None
else:
tpr = Tpr.get_by_code(sess, tpr_code)
prev_type = ReadType.get_by_code(
sess, raw_read['prev_type_code'])
pres_type = ReadType.get_by_code(
sess, raw_read['pres_type_code'])
bill.insert_read(
sess, tpr, raw_read['coefficient'],
raw_read['units'], raw_read['msn'],
raw_read['mpan'], raw_read['prev_date'],
raw_read['prev_value'], prev_type,
raw_read['pres_date'], raw_read['pres_value'],
pres_type)
self.successful_bills.append(raw_bill)
except BadRequest as e:
raw_bill['error'] = str(e.description)
self.failed_bills.append(raw_bill)
if len(self.failed_bills) == 0:
sess.commit()
self._log(
"All the bills have been successfully loaded and attached "
"to the batch.")
else:
sess.rollback()
self._log(
"The import has finished, but there were " +
str(len(self.failed_bills)) + " failures, and so the "
"whole import has been rolled back.")
except:
sess.rollback()
self._log("I've encountered a problem: " + traceback.format_exc())
finally:
if sess is not None:
sess.close()
def content(scenario_props, scenario_id, base_name, site_id, supply_id, user):
now = Datetime.now(pytz.utc)
report_context = {}
future_funcs = {}
report_context['future_funcs'] = future_funcs
sess = None
try:
sess = Session()
if scenario_props is None:
scenario_contract = Contract.get_supplier_by_id(sess, scenario_id)
scenario_props = scenario_contract.make_properties()
base_name.append(scenario_contract.name)
for contract in sess.query(Contract).join(MarketRole).filter(
MarketRole.code == 'Z'):
try:
props = scenario_props[contract.name]
except KeyError:
continue
try:
rate_start = props['start_date']
except KeyError:
raise BadRequest(
"In " + scenario_contract.name + " for the rate " +
contract.name + " the start_date is missing.")
if rate_start is not None:
rate_start = rate_start.replace(tzinfo=pytz.utc)
lib = importlib.import_module('chellow.' + contract.name)
if hasattr(lib, 'create_future_func'):
future_funcs[contract.id] = {
'start_date': rate_start,
'func': lib.create_future_func(
props['multiplier'], props['constant'])}
start_date = scenario_props['scenario_start']
if start_date is None:
start_date = Datetime(
now.year, now.month, 1, tzinfo=pytz.utc)
else:
start_date = start_date.replace(tzinfo=pytz.utc)
base_name.append(
hh_format(start_date).replace(' ', '_').replace(':', '').
replace('-', ''))
months = scenario_props['scenario_duration']
base_name.append('for')
base_name.append(str(months))
base_name.append('months')
finish_date = start_date + relativedelta(months=months)
if 'kwh_start' in scenario_props:
kwh_start = scenario_props['kwh_start']
else:
kwh_start = None
if kwh_start is None:
kwh_start = chellow.computer.forecast_date()
else:
kwh_start = kwh_start.replace(tzinfo=pytz.utc)
sites = sess.query(Site).join(SiteEra).join(Era).filter(
Era.start_date <= finish_date,
or_(
Era.finish_date == null(),
Era.finish_date >= start_date)).distinct().order_by(Site.code)
if site_id is not None:
site = Site.get_by_id(sess, site_id)
sites = sites.filter(Site.id == site.id)
base_name.append('site')
base_name.append(site.code)
if supply_id is not None:
supply = Supply.get_by_id(sess, supply_id)
base_name.append('supply')
base_name.append(str(supply.id))
sites = sites.filter(Era.supply == supply)
running_name, finished_name = chellow.dloads.make_names(
'_'.join(base_name) + '.ods', user)
rf = open(running_name, "wb")
f = odswriter.writer(rf, '1.1')
group_tab = f.new_sheet("Site Level")
sup_tab = f.new_sheet("Supply Level")
changes = defaultdict(list, {})
try:
kw_changes = scenario_props['kw_changes']
except KeyError:
kw_changes = ''
for row in csv.reader(io.StringIO(kw_changes)):
if len(''.join(row).strip()) == 0:
continue
if len(row) != 4:
raise BadRequest(
"Can't interpret the row " + str(row) + " it should be of "
"the form SITE_CODE, USED / GENERATED, DATE, MULTIPLIER")
site_code, typ, date_str, kw_str = row
date = Datetime.strptime(date_str.strip(), "%Y-%m-%d").replace(
tzinfo=pytz.utc)
changes[site_code.strip()].append(
{
'type': typ.strip(), 'date': date,
'multiplier': float(kw_str)})
sup_header_titles = [
'imp-mpan-core', 'exp-mpan-core', 'metering-type', 'source',
'generator-type', 'supply-name', 'msn', 'pc', 'site-id',
'site-name', 'associated-site-ids', 'month']
site_header_titles = [
'site-id', 'site-name', 'associated-site-ids', 'month',
'metering-type', 'sources', 'generator-types']
summary_titles = [
'import-net-kwh', 'export-net-kwh', 'import-gen-kwh',
'export-gen-kwh', 'import-3rd-party-kwh', 'export-3rd-party-kwh',
'displaced-kwh', 'used-kwh', 'used-3rd-party-kwh',
'import-net-gbp', 'export-net-gbp', 'import-gen-gbp',
'export-gen-gbp', 'import-3rd-party-gbp', 'export-3rd-party-gbp',
'displaced-gbp', 'used-gbp', 'used-3rd-party-gbp',
'billed-import-net-kwh', 'billed-import-net-gbp']
title_dict = {}
for cont_type, con_attr in (
('mop', Era.mop_contract), ('dc', Era.hhdc_contract),
('imp-supplier', Era.imp_supplier_contract),
('exp-supplier', Era.exp_supplier_contract)):
titles = []
title_dict[cont_type] = titles
conts = sess.query(Contract).join(con_attr) \
.join(Era.supply).join(Source).filter(
Era.start_date <= start_date,
or_(
Era.finish_date == null(),
Era.finish_date >= start_date),
Source.code.in_(('net', '3rd-party'))
).distinct().order_by(Contract.id)
if supply_id is not None:
conts = conts.filter(Era.supply_id == supply_id)
for cont in conts:
title_func = chellow.computer.contract_func(
report_context, cont, 'virtual_bill_titles', None)
if title_func is None:
raise Exception(
"For the contract " + cont.name +
" there doesn't seem to be a "
"'virtual_bill_titles' function.")
for title in title_func():
if title not in titles:
titles.append(title)
sup_tab.writerow(
sup_header_titles + summary_titles + [None] +
['mop-' + t for t in title_dict['mop']] +
[None] + ['dc-' + t for t in title_dict['dc']] + [None] +
['imp-supplier-' + t for t in title_dict['imp-supplier']] +
[None] + ['exp-supplier-' + t for t in title_dict['exp-supplier']])
group_tab.writerow(site_header_titles + summary_titles)
sites = sites.all()
month_start = start_date
while month_start < finish_date:
month_finish = month_start + relativedelta(months=1) - HH
for site in sites:
site_changes = changes[site.code]
site_associates = set()
site_category = None
site_sources = set()
site_gen_types = set()
site_month_data = defaultdict(int)
for group in site.groups(
sess, month_start, month_finish, False):
site_associates.update(
set(
s.code for s in group.sites
if s.code != site.code))
for cand_supply in group.supplies:
site_sources.add(cand_supply.source.code)
if cand_supply.generator_type is not None:
site_gen_types.add(cand_supply.generator_type.code)
for cand_era in sess.query(Era).filter(
Era.supply == cand_supply,
Era.start_date <= group.finish_date, or_(
Era.finish_date == null(),
Era.finish_date >= group.start_date)). \
options(
joinedload(Era.channels),
joinedload(Era.pc),
joinedload(Era.mtc).joinedload(
Mtc.meter_type)):
if site_category != 'hh':
if cand_era.pc.code == '00':
site_category = 'hh'
elif site_category != 'amr':
if len(cand_era.channels) > 0:
site_category = 'amr'
elif site_category != 'nhh':
if cand_era.mtc.meter_type.code \
not in ['UM', 'PH']:
site_category = 'nhh'
else:
site_category = 'unmetered'
for group in site.groups(
sess, month_start, month_finish, True):
calcs = []
deltas = defaultdict(int)
group_associates = set(
s.code for s in group.sites if s.code != site.code)
for supply in group.supplies:
if supply_id is not None and supply.id != supply_id:
continue
for era in sess.query(Era).join(Supply) \
.join(Source).filter(
Era.supply == supply,
Era.start_date <= group.finish_date, or_(
Era.finish_date == null(),
Era.finish_date >= group.start_date)) \
.options(
joinedload(Era.ssc),
joinedload(Era.hhdc_contract),
joinedload(Era.mop_contract),
joinedload(Era.imp_supplier_contract),
joinedload(Era.exp_supplier_contract),
joinedload(Era.channels),
joinedload(Era.imp_llfc).joinedload(
Llfc.voltage_level),
joinedload(Era.exp_llfc).joinedload(
Llfc.voltage_level),
joinedload(Era.cop),
joinedload(Era.supply).joinedload(
Supply.dno_contract),
joinedload(Era.mtc).joinedload(
Mtc.meter_type)):
if era.start_date > group.start_date:
ss_start = era.start_date
else:
ss_start = group.start_date
if hh_before(era.finish_date, group.finish_date):
ss_finish = era.finish_date
else:
ss_finish = group.finish_date
if era.imp_mpan_core is None:
imp_ss = None
else:
imp_ss = SupplySource(
sess, ss_start, ss_finish, kwh_start, era,
True, None, report_context)
if era.exp_mpan_core is None:
exp_ss = None
measurement_type = imp_ss.measurement_type
else:
exp_ss = SupplySource(
sess, ss_start, ss_finish, kwh_start, era,
False, None, report_context)
measurement_type = exp_ss.measurement_type
order = meter_order[measurement_type]
calcs.append(
(
order, era.imp_mpan_core,
era.exp_mpan_core, imp_ss, exp_ss))
if imp_ss is not None and len(era.channels) == 0:
for hh in imp_ss.hh_data:
deltas[hh['start-date']] += hh['msp-kwh']
imp_net_delts = defaultdict(int)
exp_net_delts = defaultdict(int)
imp_gen_delts = defaultdict(int)
displaced_era = chellow.computer.displaced_era(
sess, group, group.start_date, group.finish_date)
site_ds = chellow.computer.SiteSource(
sess, site, group.start_date, group.finish_date,
kwh_start, None, report_context, displaced_era)
for hh in site_ds.hh_data:
try:
delta = deltas[hh['start-date']]
hh['import-net-kwh'] += delta
hh['used-kwh'] += delta
except KeyError:
pass
for hh in site_ds.hh_data:
for change in site_changes:
if change['type'] == 'used' and \
change['date'] <= hh['start-date']:
used = change['multiplier'] * hh['used-kwh']
exp_net = max(
0, hh['import-gen-kwh'] -
hh['export-gen-kwh'] -
used)
exp_net_delt = exp_net - hh['export-net-kwh']
exp_net_delts[hh['start-date']] += exp_net_delt
displaced = hh['import-gen-kwh'] - \
hh['export-gen-kwh'] - exp_net
imp_net = used - displaced
imp_delt = imp_net - hh['import-net-kwh']
imp_net_delts[hh['start-date']] += imp_delt
hh['import-net-kwh'] = imp_net
hh['used-kwh'] = used
hh['export-net-kwh'] = exp_net
hh['msp-kwh'] = displaced
elif change['type'] == 'generated' and \
change['date'] <= hh['start-date']:
imp_gen = change['multiplier'] * \
hh['import-gen-kwh']
imp_gen_delt = imp_gen - hh['import-gen-kwh']
exp_net = max(
0, imp_gen - hh['export-gen-kwh'] -
hh['used-kwh'])
exp_net_delt = exp_net - hh['export-net-kwh']
exp_net_delts[hh['start-date']] += exp_net_delt
displaced = imp_gen - hh['export-gen-kwh'] - \
exp_net
imp_net = hh['used-kwh'] - displaced
imp_net_delt = imp_net - hh['import-net-kwh']
imp_net_delts[hh['start-date']] += imp_net_delt
imp_gen_delts[hh['start-date']] += imp_gen_delt
hh['import-net-kwh'] = imp_net
hh['export-net-kwh'] = exp_net
hh['import-gen-kwh'] = imp_gen
hh['msp-kwh'] = displaced
if displaced_era is not None and supply_id is None:
month_data = {}
for sname in (
'import-net', 'export-net', 'import-gen',
'export-gen', 'import-3rd-party',
'export-3rd-party', 'msp', 'used',
'used-3rd-party', 'billed-import-net'):
for xname in ('kwh', 'gbp'):
month_data[sname + '-' + xname] = 0
month_data['used-kwh'] = \
month_data['displaced-kwh'] = \
sum(hh['msp-kwh'] for hh in site_ds.hh_data)
disp_supplier_contract = \
displaced_era.imp_supplier_contract
disp_vb_function = chellow.computer.contract_func(
report_context, disp_supplier_contract,
'displaced_virtual_bill', None)
if disp_vb_function is None:
raise BadRequest(
"The supplier contract " +
disp_supplier_contract.name +
" doesn't have the displaced_virtual_bill() "
"function.")
disp_vb_function(site_ds)
disp_supplier_bill = site_ds.supplier_bill
try:
gbp = disp_supplier_bill['net-gbp']
except KeyError:
disp_supplier_bill['problem'] += \
'For the supply ' + \
site_ds.mpan_core + \
' the virtual bill ' + \
str(disp_supplier_bill) + \
' from the contract ' + \
disp_supplier_contract.name + \
' does not contain the net-gbp key.'
month_data['used-gbp'] = \
month_data['displaced-gbp'] = \
site_ds.supplier_bill['net-gbp']
out = [
None, None, displaced_era.make_meter_category(),
'displaced', None, None, None, None, site.code,
site.name,
','.join(sorted(list(group_associates))),
month_finish] + \
[month_data[t] for t in summary_titles]
sup_tab.writerow(out)
for k, v in month_data.items():
site_month_data[k] += v
for i, (
order, imp_mpan_core, exp_mpan_core, imp_ss,
exp_ss) in enumerate(sorted(calcs, key=str)):
if imp_ss is None:
era = exp_ss.era
else:
era = imp_ss.era
supply = era.supply
source = supply.source
source_code = source.code
site_sources.add(source_code)
month_data = {}
for name in (
'import-net', 'export-net', 'import-gen',
'export-gen', 'import-3rd-party',
'export-3rd-party', 'displaced', 'used',
'used-3rd-party', 'billed-import-net'):
for sname in ('kwh', 'gbp'):
month_data[name + '-' + sname] = 0
if source_code == 'net':
delts = imp_net_delts
elif source_code == 'gen':
delts = imp_gen_delts
else:
delts = []
if len(delts) > 0 and imp_ss is not None:
for hh in imp_ss.hh_data:
diff = hh['msp-kwh'] + delts[hh['start-date']]
if diff < 0:
hh['msp-kwh'] = 0
hh['msp-kw'] = 0
delts[hh['start-date']] -= hh['msp-kwh']
else:
hh['msp-kwh'] += delts[hh['start-date']]
hh['msp-kw'] += hh['msp-kwh'] / 2
del delts[hh['start-date']]
left_kwh = sum(delts.values())
if left_kwh > 0:
first_hh = imp_ss.hh_data[0]
first_hh['msp-kwh'] += left_kwh
first_hh['msp-kw'] += left_kwh / 2
imp_supplier_contract = era.imp_supplier_contract
if imp_supplier_contract is not None:
import_vb_function = contract_func(
report_context, imp_supplier_contract,
'virtual_bill', None)
if import_vb_function is None:
raise BadRequest(
"The supplier contract " +
imp_supplier_contract.name +
" doesn't have the virtual_bill() "
"function.")
import_vb_function(imp_ss)
imp_supplier_bill = imp_ss.supplier_bill
try:
gbp = imp_supplier_bill['net-gbp']
except KeyError:
imp_supplier_bill['problem'] += \
'For the supply ' + \
imp_ss.mpan_core + \
' the virtual bill ' + \
str(imp_supplier_bill) + \
' from the contract ' + \
imp_supplier_contract.name + \
' does not contain the net-gbp key.'
if source_code in ('net', 'gen-net'):
month_data['import-net-gbp'] += gbp
month_data['used-gbp'] += gbp
elif source_code == '3rd-party':
month_data['import-3rd-party-gbp'] += gbp
month_data['used-gbp'] += gbp
elif source_code == '3rd-party-reverse':
month_data['export-3rd-party-gbp'] += gbp
month_data['used-gbp'] -= gbp
kwh = sum(
hh['msp-kwh'] for hh in imp_ss.hh_data)
if source_code in ('net', 'gen-net'):
month_data['import-net-kwh'] += kwh
month_data['used-kwh'] += kwh
elif source_code == '3rd-party':
month_data['import-3rd-party-kwh'] += kwh
month_data['used-kwh'] += kwh
elif source_code == '3rd-party-reverse':
month_data['export-3rd-party-kwh'] += kwh
month_data['used-kwh'] -= kwh
elif source_code in ('gen', 'gen-net'):
month_data['import-gen-kwh'] += kwh
exp_supplier_contract = era.exp_supplier_contract
if exp_supplier_contract is None:
kwh = sess.query(
func.coalesce(
func.sum(
cast(HhDatum.value, Float)), 0)). \
join(Channel).filter(
Channel.era == era,
Channel.channel_type == 'ACTIVE',
Channel.imp_related == false()).scalar()
if source_code == 'gen':
month_data['export-net-kwh'] += kwh
else:
export_vb_function = contract_func(
report_context, exp_supplier_contract,
'virtual_bill', None)
export_vb_function(exp_ss)
exp_supplier_bill = exp_ss.supplier_bill
try:
gbp = exp_supplier_bill['net-gbp']
except KeyError:
exp_supplier_bill['problem'] += \
'For the supply ' + \
imp_ss.mpan_core + \
' the virtual bill ' + \
str(imp_supplier_bill) + \
' from the contract ' + \
imp_supplier_contract.name + \
' does not contain the net-gbp key.'
kwh = sum(hh['msp-kwh'] for hh in exp_ss.hh_data)
if source_code in ('net', 'gen-net'):
month_data['export-net-kwh'] += kwh
month_data['export-net-gbp'] += gbp
elif source_code in \
('3rd-party', '3rd-party-reverse'):
month_data['export-3rd-party-kwh'] += kwh
month_data['export-3rd-party-gbp'] += gbp
month_data['used-kwh'] -= kwh
month_data['used-gbp'] -= gbp
elif source_code == 'gen':
month_data['export-gen-kwh'] += kwh
sss = exp_ss if imp_ss is None else imp_ss
dc_contract = era.hhdc_contract
sss.contract_func(
dc_contract, 'virtual_bill')(sss)
dc_bill = sss.dc_bill
gbp = dc_bill['net-gbp']
mop_contract = era.mop_contract
mop_bill_function = sss.contract_func(
mop_contract, 'virtual_bill')
mop_bill_function(sss)
mop_bill = sss.mop_bill
gbp += mop_bill['net-gbp']
if source_code in ('3rd-party', '3rd-party-reverse'):
month_data['import-3rd-party-gbp'] += gbp
else:
month_data['import-net-gbp'] += gbp
month_data['used-gbp'] += gbp
if source_code in ('gen', 'gen-net'):
generator_type = supply.generator_type.code
site_gen_types.add(generator_type)
else:
generator_type = None
sup_category = era.make_meter_category()
if CATEGORY_ORDER[site_category] < \
CATEGORY_ORDER[sup_category]:
site_category = sup_category
for bill in sess.query(Bill).filter(
Bill.supply == supply,
Bill.start_date <= sss.finish_date,
Bill.finish_date >= sss.start_date):
bill_start = bill.start_date
bill_finish = bill.finish_date
bill_duration = (
bill_finish - bill_start).total_seconds() + \
(30 * 60)
overlap_duration = (
min(bill_finish, sss.finish_date) -
max(bill_start, sss.start_date)
).total_seconds() + (30 * 60)
overlap_proportion = \
float(overlap_duration) / bill_duration
month_data['billed-import-net-kwh'] += \
overlap_proportion * float(bill.kwh)
month_data['billed-import-net-gbp'] += \
overlap_proportion * float(bill.net)
out = [
era.imp_mpan_core, era.exp_mpan_core,
sup_category, source_code,
generator_type, supply.name, era.msn, era.pc.code,
site.code, site.name,
','.join(sorted(list(site_associates))),
month_finish] + [
month_data[t] for t in summary_titles] + [None] + [
(mop_bill[t] if t in mop_bill else None)
for t in title_dict['mop']] + [None] + \
[(dc_bill[t] if t in dc_bill else None)
for t in title_dict['dc']]
if imp_supplier_contract is None:
out += [None] * \
(len(title_dict['imp-supplier']) + 1)
else:
out += [None] + [
(
imp_supplier_bill[t]
if t in imp_supplier_bill else None)
for t in title_dict['imp-supplier']]
if exp_supplier_contract is not None:
out += [None] + [
(
exp_supplier_bill[t]
if t in exp_supplier_bill else None)
for t in title_dict['exp-supplier']]
for k, v in month_data.items():
site_month_data[k] += v
sup_tab.writerow(out)
group_tab.writerow(
[
site.code, site.name,
''.join(sorted(list(site_associates))),
month_finish, site_category,
', '.join(sorted(list(site_sources))),
', '.join(sorted(list(site_gen_types)))] +
[site_month_data[k] for k in summary_titles])
sess.rollback()
month_start += relativedelta(months=1)
except BadRequest as e:
msg = e.description + traceback.format_exc()
sys.stderr.write(msg + '\n')
group_tab.writerow(["Problem " + msg])
except:
msg = traceback.format_exc()
sys.stderr.write(msg + '\n')
group_tab.writerow(["Problem " + msg])
finally:
if sess is not None:
sess.close()
try:
f.close()
rf.close()
os.rename(running_name, finished_name)
except:
msg = traceback.format_exc()
r_name, f_name = chellow.dloads.make_names('error.txt', user)
ef = open(r_name, "w")
ef.write(msg + '\n')
ef.close()
from datetime import datetime as Datetime
import pytz
from chellow.models import Session, Contract
import chellow.computer
import chellow.scenario
from chellow.utils import HH
sess = None
try:
sess = Session()
ccl_contract_id = Contract.get_non_core_by_name(sess, 'ccl').id
finally:
if sess is not None:
sess.close()
create_future_func = chellow.scenario.make_create_future_func_simple(
'ccl', ['ccl_rate'])
def ccl(data_source):
rate_set = data_source.supplier_rate_sets['ccl-rate']
if data_source.supply.find_era_at(
data_source.sess, data_source.finish_date + HH) is None:
sup_end = data_source.finish_date
else:
sup_end = None
try:
cache = data_source.caches['ccl']
def content(start_date, finish_date, contract_id, user):
caches = {}
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'mop_virtual_bills.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
contract = Contract.get_mop_by_id(sess, contract_id)
forecast_date = chellow.computer.forecast_date()
header_titles = [
'Import MPAN Core', 'Export MPAN Core', 'Start Date',
'Finish Date']
bill_titles = chellow.computer.contract_func(
caches, contract, 'virtual_bill_titles')()
writer.writerow(header_titles + bill_titles)
vb_func = chellow.computer.contract_func(
caches, contract, 'virtual_bill')
for era in sess.query(Era).filter(
or_(
Era.finish_date == null(), Era.finish_date >= start_date),
Era.start_date <= finish_date, Era.mop_contract == contract). \
order_by(Era.imp_mpan_core, Era.exp_mpan_core, Era.start_date):
chunk_start = hh_max(era.start_date, start_date)
chunk_finish = hh_min(era.finish_date, finish_date)
import_mpan_core = era.imp_mpan_core
if import_mpan_core is None:
import_mpan_core_str = ''
else:
is_import = True
import_mpan_core_str = import_mpan_core
export_mpan_core = era.exp_mpan_core
if export_mpan_core is None:
export_mpan_core_str = ''
else:
is_import = False
export_mpan_core_str = export_mpan_core
out = [
import_mpan_core_str, export_mpan_core_str,
hh_format(chunk_start), hh_format(chunk_finish)]
supply_source = chellow.computer.SupplySource(
sess, chunk_start, chunk_finish, forecast_date, era, is_import,
caches)
vb_func(supply_source)
bill = supply_source.mop_bill
for title in bill_titles:
if title in bill:
out.append(make_val(bill[title]))
del bill[title]
else:
out.append('')
for k in sorted(bill.keys()):
out.append(k)
out.append(str(bill[k]))
writer.writerow(out)
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = None
try:
sess = Session()
self.log("Starting to check RCRCs.")
contract = Contract.get_non_core_by_name(sess, 'rcrc')
latest_rs = sess.query(RateScript).filter(
RateScript.contract_id == contract.id).order_by(
RateScript.start_date.desc()).first()
latest_rs_id = latest_rs.id
latest_rs_start = latest_rs.start_date
month_start = latest_rs_start + relativedelta(months=1)
month_finish = month_start + relativedelta(months=1) - HH
now = Datetime.now(pytz.utc)
if now > month_finish:
self.log(
"Checking to see if data is available from " +
str(month_start) + " to " + str(month_finish) +
" on Elexon Portal.")
config = Contract.get_non_core_by_name(
sess, 'configuration')
props = config.make_properties()
scripting_key = props.get(
ELEXON_PORTAL_SCRIPTING_KEY_KEY)
if scripting_key is None:
raise BadRequest(
"The property " +
ELEXON_PORTAL_SCRIPTING_KEY_KEY +
" cannot be found in the configuration "
"properties.")
contract_props = contract.make_properties()
url_str = ''.join(
(
contract_props['url'],
'file/download/RCRC_FILE?key=',
scripting_key))
r = requests.get(url_str)
parser = csv.reader(
(l.decode() for l in r.iter_lines()),
delimiter=',', quotechar='"')
piterator = iter(parser)
values = next(piterator)
values = next(piterator)
month_rcrcs = {}
for values in piterator:
hh_date = Datetime.strptime(
values[0], "%d/%m/%Y").replace(tzinfo=pytz.utc)
hh_date += relativedelta(minutes=30*int(values[2]))
if month_start <= hh_date <= month_finish:
month_rcrcs[key_format(hh_date)] = values[3]
if key_format(month_finish) in month_rcrcs:
self.log("The whole month's data is there.")
script = "def rates():\n return {\n" + \
',\n'.join(
"'" + k + "': " + month_rcrcs[k] for k in
sorted(month_rcrcs.keys())) + "}"
set_read_write(sess)
contract = Contract.get_non_core_by_name(
sess, 'rcrc')
rs = RateScript.get_by_id(sess, latest_rs_id)
contract.update_rate_script(
sess, rs, rs.start_date, month_finish,
rs.script)
contract.insert_rate_script(
sess, month_start, script)
sess.commit()
self.log("Added new rate script.")
else:
msg = "There isn't a whole month there yet."
if len(month_rcrcs) > 0:
msg += " The last date is " + \
sorted(month_rcrcs.keys())[-1]
self.log(msg)
except:
self.log("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
self.lock.release()
self.log("Finished checking RCRC rates.")
if sess is not None:
sess.close()
self.going.wait(30 * 60)
self.going.clear()
def content(batch_id, bill_id, user):
caches = {}
tmp_file = sess = None
forecast_date = Datetime.max.replace(tzinfo=pytz.utc)
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'bill_check.csv', user)
tmp_file = open(running_name, mode='w', newline='')
writer = csv.writer(tmp_file, lineterminator='\n')
if batch_id is not None:
batch = Batch.get_by_id(sess, batch_id)
bills = sess.query(Bill).filter(
Bill.batch_id == batch.id).order_by(Bill.reference)
elif bill_id is not None:
bill = Bill.get_by_id(sess, bill_id)
bills = sess.query(Bill).filter(Bill.id == bill.id)
batch = bill.batch
contract = batch.contract
market_role_code = contract.market_role.code
vbf = chellow.computer.contract_func(
caches, contract, 'virtual_bill', None)
if vbf is None:
raise BadRequest(
'The contract ' + contract.name +
" doesn't have a function virtual_bill.")
virtual_bill_titles_func = chellow.computer.contract_func(
caches, contract, 'virtual_bill_titles', None)
if virtual_bill_titles_func is None:
raise BadRequest(
'The contract ' + contract.name +
" doesn't have a function virtual_bill_titles.")
virtual_bill_titles = virtual_bill_titles_func()
titles = [
'batch', 'bill-reference', 'bill-type', 'bill-kwh', 'bill-net-gbp',
'bill-vat-gbp', 'bill-start-date', 'bill-finish-date',
'bill-mpan-core', 'site-code', 'site-name', 'covered-from',
'covered-to', 'covered-bills', 'metered-kwh']
for t in virtual_bill_titles:
titles.append('covered-' + t)
titles.append('virtual-' + t)
if t.endswith('-gbp'):
titles.append('difference-' + t)
writer.writerow(titles)
for bill in bills:
problem = ''
supply = bill.supply
read_dict = {}
for read in bill.reads:
gen_start = read.present_date.replace(hour=0).replace(minute=0)
gen_finish = gen_start + relativedelta(days=1) - HH
msn_match = False
read_msn = read.msn
for read_era in supply.find_eras(sess, gen_start, gen_finish):
if read_msn == read_era.msn:
msn_match = True
break
if not msn_match:
problem += "The MSN " + read_msn + \
" of the register read " + str(read.id) + \
" doesn't match the MSN of the era."
for dt, type in [
(read.present_date, read.present_type),
(read.previous_date, read.previous_type)]:
key = str(dt) + "-" + read.msn
try:
if type != read_dict[key]:
problem += " Reads taken on " + str(dt) + \
" have differing read types."
except KeyError:
read_dict[key] = type
bill_start = bill.start_date
bill_finish = bill.finish_date
era = supply.find_era_at(sess, bill.finish_date)
if era is None:
raise BadRequest(
"Extraordinary! There isn't an era for the bill " +
str(bill.id) + ".")
values = [
batch.reference, bill.reference, bill.bill_type.code,
bill.kwh, bill.net, bill.vat, hh_format(bill_start),
hh_format(bill_finish), era.imp_mpan_core]
covered_start = bill_start
covered_finish = bill_finish
covered_bill_ids = []
covered_bdown = {'sum-msp-kwh': 0, 'net-gbp': 0, 'vat-gbp': 0}
covered_primary_bill = None
enlarged = True
while enlarged:
enlarged = False
covered_bills = []
cand_bills = dict(
(b.id, b) for b in sess.query(Bill).join(Batch).
join(Contract).join(MarketRole).filter(
Bill.supply == supply,
Bill.start_date <= covered_finish,
Bill.finish_date >= covered_start,
MarketRole.code == market_role_code).order_by(
Bill.issue_date.desc(), Bill.start_date))
while True:
to_del = None
for a, b in combinations(cand_bills.values(), 2):
if all(
(
a.start_date == b.start_date,
a.finish_date == b.finish_date,
a.kwh == -1 * b.kwh, a.net == -1 * b.net,
a.vat == -1 * b.vat,
a.gross == -1 * b.gross)):
to_del = (a.id, b.id)
break
if to_del is None:
break
else:
for k in to_del:
del cand_bills[k]
for cand_bill_id in sorted(cand_bills.keys()):
cand_bill = cand_bills[cand_bill_id]
if covered_primary_bill is None and \
len(cand_bill.reads) > 0:
covered_primary_bill = cand_bill
if cand_bill.start_date < covered_start:
covered_start = cand_bill.start_date
enlarged = True
break
if cand_bill.finish_date > covered_finish:
covered_finish = cand_bill.finish_date
enlarged = True
break
covered_bills.append(cand_bill)
for covered_bill in covered_bills:
covered_bill_ids.append(covered_bill.id)
covered_bdown['net-gbp'] += float(covered_bill.net)
covered_bdown['vat-gbp'] += float(covered_bill.vat)
covered_bdown['sum-msp-kwh'] += float(covered_bill.kwh)
if len(covered_bill.breakdown) > 0:
covered_rates = collections.defaultdict(set)
for k, v in eval(covered_bill.breakdown, {}).items():
if k.endswith('rate'):
covered_rates[k].add(v)
elif k != 'raw-lines':
try:
covered_bdown[k] += v
except KeyError:
covered_bdown[k] = v
except TypeError as detail:
raise BadRequest(
"For key " + str(k) + " the value " +
str(v) +
" can't be added to the existing value " +
str(covered_bdown[k]) + ". " + str(detail))
for k, v in covered_rates.items():
covered_bdown[k] = v.pop() if len(v) == 1 else None
virtual_bill = {}
metered_kwh = 0
for era in sess.query(Era).filter(
Era.supply_id == supply.id, Era.imp_mpan_core != null(),
Era.start_date <= covered_finish,
or_(
Era.finish_date == null(),
Era.finish_date >= covered_start)).distinct():
site = sess.query(Site).join(SiteEra).filter(
SiteEra.is_physical == true(),
SiteEra.era_id == era.id).one()
if covered_start > era.start_date:
chunk_start = covered_start
else:
chunk_start = era.start_date
if hh_before(covered_finish, era.finish_date):
chunk_finish = covered_finish
else:
chunk_finish = era.finish_date
data_source = chellow.computer.SupplySource(
sess, chunk_start, chunk_finish, forecast_date, era, True,
None, caches, covered_primary_bill)
if data_source.measurement_type == 'hh':
metered_kwh += sum(
h['msp-kwh'] for h in data_source.hh_data)
else:
ds = chellow.computer.SupplySource(
sess, chunk_start, chunk_finish, forecast_date, era,
True, None, caches)
metered_kwh += sum(h['msp-kwh'] for h in ds.hh_data)
vbf(data_source)
if market_role_code == 'X':
vb = data_source.supplier_bill
elif market_role_code == 'C':
vb = data_source.dc_bill
elif market_role_code == 'M':
vb = data_source.mop_bill
else:
raise BadRequest("Odd market role.")
for k, v in vb.items():
if k.endswith('-rate'):
if k not in virtual_bill:
virtual_bill[k] = set()
virtual_bill[k].add(v)
else:
try:
virtual_bill[k] += v
except KeyError:
virtual_bill[k] = v
except TypeError as detail:
raise BadRequest(
"For key " + str(k) + " and value " + str(v) +
". " + str(detail))
values += [
site.code, site.name, hh_format(covered_start),
hh_format(covered_finish),
','.join(str(id).replace(',', '') for id in covered_bill_ids),
metered_kwh]
for title in virtual_bill_titles:
try:
cov_val = covered_bdown[title]
values.append(cov_val)
del covered_bdown[title]
except KeyError:
cov_val = None
values.append('')
try:
virt_val = virtual_bill[title]
if isinstance(virt_val, set):
virt_val = ', '.join(str(v) for v in virt_val)
elif isinstance(virt_val, Datetime):
virt_val = hh_format(virt_val)
values.append(virt_val)
del virtual_bill[title]
except KeyError:
virt_val = None
values.append('')
if title.endswith('-gbp'):
if all(isinstance(val, (int, float)) for val in [
cov_val, virt_val]):
values.append(cov_val - virt_val)
else:
values.append('')
for title in sorted(virtual_bill.keys()):
virt_val = virtual_bill[title]
if isinstance(virt_val, set):
virt_val = ', '.join(str(v) for v in virt_val)
elif isinstance(virt_val, Datetime):
virt_val = hh_format(virt_val)
values += ['virtual-' + title, virt_val]
if title in covered_bdown:
values += ['covered-' + title, covered_bdown[title]]
else:
values += ['', '']
writer.writerow(values)
except BadRequest as e:
tmp_file.write("Problem: " + e.description)
except:
msg = traceback.format_exc()
sys.stderr.write(msg + '\n')
tmp_file.write("Problem " + msg)
finally:
if sess is not None:
sess.close()
tmp_file.close()
os.rename(running_name, finished_name)
def content(g_batch_id, g_bill_id, user):
forecast_date = to_utc(Datetime.max)
report_context = {}
sess = tmp_file = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'g_bill_check.csv', user)
tmp_file = open(running_name, "w")
csv_writer = csv.writer(tmp_file)
if g_batch_id is not None:
g_batch = GBatch.get_by_id(sess, g_batch_id)
g_bills = sess.query(GBill).filter(
GBill.g_batch == g_batch).order_by(GBill.reference)
elif g_bill_id is not None:
g_bill = GBill.get_by_id(sess, g_bill_id)
g_bills = sess.query(GBill).filter(GBill.id == g_bill.id)
g_batch = g_bill.g_batch
g_contract = g_batch.g_contract
vbf = chellow.g_engine.g_contract_func(
report_context, g_contract, 'virtual_bill')
if vbf is None:
raise BadRequest(
'The contract ' + g_contract.name +
" doesn't have a function virtual_bill.")
header_titles = [
'batch', 'bill_reference', 'bill_type', 'bill_start_date',
'bill_finish_date', 'mprn', 'supply_name', 'site_code',
'site_name', 'covered_start', 'covered_finish', 'covered_bill_ids']
bill_titles = chellow.g_engine.g_contract_func(
report_context, g_contract, 'virtual_bill_titles')()
titles = header_titles[:]
for title in bill_titles:
for prefix in ('covered_', 'virtual_'):
titles.append(prefix + title)
if title.endswith('_gbp'):
titles.append('difference_' + title)
csv_writer.writerow(titles)
for g_bill in g_bills:
problem = ''
g_supply = g_bill.g_supply
read_dict = collections.defaultdict(set)
for g_read in g_bill.g_reads:
if not all(
g_read.msn == era.msn for era in g_supply.find_g_eras(
sess, g_read.prev_date, g_read.pres_date)):
problem += "The MSN " + g_read.msn + \
" of the register read " + str(g_read.id) + \
" doesn't match the MSN of all the relevant eras."
for dt, typ in [
(g_read.pres_date, g_read.pres_type),
(g_read.prev_date, g_read.prev_type)]:
typ_set = read_dict[str(dt) + "-" + g_read.msn]
typ_set.add(typ)
if len(typ_set) > 1:
problem += " Reads taken on " + str(dt) + \
" have differing read types."
g_era = g_supply.find_g_era_at(sess, g_bill.finish_date)
if g_era is None:
csv_writer.writerow(
[
"Extraordinary! There isn't a era for this bill!"])
continue
vals = {
'batch': g_batch.reference,
'bill_reference': g_bill.reference,
'bill_type': g_bill.bill_type.code,
'bill_start_date': g_bill.start_date,
'bill_finish_date': g_bill.finish_date,
'mprn': g_supply.mprn, 'covered_vat_gbp': Decimal('0.00'),
'covered_net_gbp': Decimal('0.00'),
'covered_gross_gbp': Decimal('0.00'),
'covered_kwh': Decimal(0),
'covered_start': g_bill.start_date,
'covered_finish': g_bill.finish_date,
'covered_bill_ids': []}
covered_primary_bill = None
enlarged = True
while enlarged:
enlarged = False
for covered_bill in sess.query(GBill).filter(
GBill.g_supply_id == g_supply.id,
GBill.start_date <= vals['covered_finish'],
GBill.finish_date >= vals['covered_start']).order_by(
GBill.issue_date.desc(), GBill.start_date):
if covered_primary_bill is None and \
len(covered_bill.g_reads) > 0:
covered_primary_bill = covered_bill
if covered_bill.start_date < vals['covered_start']:
vals['covered_start'] = covered_bill.start_date
enlarged = True
break
if covered_bill.finish_date > vals['covered_finish']:
vals['covered_finish'] = covered_bill.finish_date
enlarged = True
break
for covered_bill in sess.query(GBill).filter(
GBill.g_supply == g_supply,
GBill.start_date <= vals['covered_finish'],
GBill.finish_date >= vals['covered_start']).order_by(
GBill.issue_date.desc(), GBill.start_date):
vals['covered_bill_ids'].append(covered_bill.id)
bdown = covered_bill.make_breakdown()
vals['covered_kwh'] += covered_bill.kwh
vals['covered_net_gbp'] += covered_bill.net
vals['covered_vat_gbp'] += covered_bill.vat
vals['covered_gross_gbp'] += covered_bill.gross
for title in bill_titles:
k = 'covered_' + title
v = bdown.get(title)
if v is not None:
if title.endswith('_rate') or title in (
'correction_factor', 'calorific_value',
'units'):
if k not in vals:
vals[k] = set()
vals[k].add(v)
else:
try:
vals[k] += v
except KeyError:
vals[k] = v
except TypeError:
raise BadRequest(
"Problem with key " + str(k) +
" and value " + str(v) + " for existing " +
str(vals[k]))
if title in (
'correction_factor', 'calorific_value',
'units_code', 'units_factor'):
if k not in vals:
vals[k] = set()
for g_read in covered_bill.g_reads:
if title in ('units_code', 'units_factor'):
g_units = g_read.g_units
if title == 'units_code':
v = g_units.code
else:
v = g_units.factor
else:
v = getattr(g_read, title)
vals[k].add(v)
for g_era in sess.query(GEra).filter(
GEra.g_supply == g_supply,
GEra.start_date <= vals['covered_finish'],
or_(
GEra.finish_date == null(),
GEra.finish_date >= vals['covered_start'])).distinct():
site = sess.query(Site).join(SiteGEra).filter(
SiteGEra.is_physical == true(),
SiteGEra.g_era == g_era).one()
if vals['covered_start'] > g_era.start_date:
chunk_start = vals['covered_start']
else:
chunk_start = g_era.start_date
if hh_before(vals['covered_finish'], g_era.finish_date):
chunk_finish = vals['covered_finish']
else:
chunk_finish = g_era.finish_date
data_source = chellow.g_engine.GDataSource(
sess, chunk_start, chunk_finish, forecast_date, g_era,
report_context, covered_primary_bill)
vbf(data_source)
for k, v in data_source.bill.items():
vk = 'virtual_' + k
try:
if isinstance(v, set):
vals[vk].update(v)
else:
vals[vk] += v
except KeyError:
vals[vk] = v
except TypeError as detail:
raise BadRequest(
"For key " + str(vk) + " and value " + str(v) +
". " + str(detail))
vals['supply_name'] = g_supply.name
vals['site_code'] = site.code
vals['site_name'] = site.name
for k, v in vals.items():
vals[k] = csv_make_val(v)
for i, title in enumerate(titles):
if title.startswith('difference_'):
try:
covered_val = float(vals[titles[i - 2]])
virtual_val = float(vals[titles[i - 1]])
vals[title] = covered_val - virtual_val
except KeyError:
vals[title] = None
csv_writer.writerow(
[
(vals.get(k) if vals.get(k) is not None else '')
for k in titles])
except BadRequest as e:
tmp_file.write("Problem: " + e.description)
except:
msg = traceback.format_exc()
sys.stderr.write(msg + '\n')
tmp_file.write("Problem " + msg)
finally:
try:
if sess is not None:
sess.close()
except:
tmp_file.write("\nProblem closing session.")
finally:
tmp_file.close()
os.rename(running_name, finished_name)
def content(year, month, months, supply_id, user):
tmp_file = sess = None
try:
sess = Session()
supplies = sess.query(Supply).join(Era).distinct()
if supply_id is None:
base_name = "supplies_monthly_duration_for_all_supplies_for_" + \
str(months) + "_to_" + str(year) + "_" + str(month) + ".csv"
else:
supply = Supply.get_by_id(sess, supply_id)
supplies = supplies.filter(Supply.id == supply.id)
base_name = "supplies_monthly_duration_for_" + str(supply.id) + \
"_" + str(months) + "_to_" + str(year) + "_" + str(month) + \
".csv"
running_name, finished_name = chellow.dloads.make_names(
base_name, user)
tmp_file = open(running_name, "w")
caches = {}
start_date = Datetime(year, month, 1, tzinfo=pytz.utc) - \
relativedelta(months=months-1)
field_names = (
'supply-name', 'source-code', 'generator-type', 'month', 'pc-code',
'msn', 'site-code', 'site-name', 'metering-type',
'import-mpan-core', 'metered-import-kwh', 'metered-import-net-gbp',
'metered-import-estimated-kwh', 'billed-import-kwh',
'billed-import-net-gbp', 'export-mpan-core', 'metered-export-kwh',
'metered-export-estimated-kwh', 'billed-export-kwh',
'billed-export-net-gbp', 'problem', 'timestamp')
tmp_file.write('supply-id,' + ','.join(field_names) + '\n')
forecast_date = chellow.computer.forecast_date()
for i in range(months):
month_start = start_date + relativedelta(months=i)
month_finish = month_start + relativedelta(months=1) - HH
for supply in supplies.filter(
Era.start_date <= month_finish,
or_(
Era.finish_date == null(),
Era.finish_date >= month_start)):
generator_type = supply.generator_type
if generator_type is None:
generator_type = ''
else:
generator_type = generator_type.code
source_code = supply.source.code
eras = supply.find_eras(sess, month_start, month_finish)
era = eras[-1]
metering_type = era.make_meter_category()
site = sess.query(Site).join(SiteEra).filter(
SiteEra.era == era, SiteEra.is_physical == true()).one()
values = {
'supply-name': supply.name, 'source-code': source_code,
'generator-type': generator_type,
'month': hh_format(month_finish), 'pc-code': era.pc.code,
'msn': era.msn, 'site-code': site.code,
'site-name': site.name, 'metering-type': metering_type,
'problem': ''}
tmp_file.write(str(supply.id) + ',')
for is_import, pol_name in [
(True, 'import'), (False, 'export')]:
if is_import:
mpan_core = era.imp_mpan_core
else:
mpan_core = era.exp_mpan_core
values[pol_name + '-mpan-core'] = mpan_core
kwh = 0
est_kwh = 0
if metering_type in ['hh', 'amr']:
est_kwh = sess.query(HhDatum.value).join(Channel) \
.join(Era).filter(
HhDatum.status == 'E',
Era.supply_id == supply.id,
Channel.channel_type == 'ACTIVE',
Channel.imp_related == is_import,
HhDatum.start_date >= month_start,
HhDatum.start_date <= month_finish).first()
if est_kwh is None:
est_kwh = 0
else:
est_kwh = est_kwh[0]
if not (is_import and source_code in ('net', 'gen-net')):
kwh_sum = sess.query(
cast(func.sum(HhDatum.value), Float)
).join(Channel).join(Era).filter(
Era.supply_id == supply.id,
Channel.channel_type == 'ACTIVE',
Channel.imp_related == is_import,
HhDatum.start_date >= month_start,
HhDatum.start_date <= month_finish).one()[0]
if kwh_sum is not None:
kwh += kwh_sum
values['metered-' + pol_name + '-estimated-kwh'] = est_kwh
values['metered-' + pol_name + '-kwh'] = kwh
values['metered-' + pol_name + '-net-gbp'] = 0
values['billed-' + pol_name + '-kwh'] = 0
values['billed-' + pol_name + '-net-gbp'] = 0
values['billed-' + pol_name + '-apportioned-kwh'] = 0
values['billed-' + pol_name + '-apportioned-net-gbp'] = 0
values['billed-' + pol_name + '-raw-kwh'] = 0
values['billed-' + pol_name + '-raw-net-gbp'] = 0
for bill in sess.query(Bill).filter(
Bill.supply == supply, Bill.start_date <= month_finish,
Bill.finish_date >= month_start):
bill_start = bill.start_date
bill_finish = bill.finish_date
bill_duration = (
bill_finish - bill_start).total_seconds() + 30 * 60
overlap_duration = (
min(bill_finish, month_finish) -
max(bill_start, month_start)).total_seconds() + 30 * 60
overlap_proportion = float(
overlap_duration) / float(bill_duration)
values['billed-import-net-gbp'] += \
overlap_proportion * float(bill.net)
values['billed-import-kwh'] += \
overlap_proportion * float(bill.kwh)
for era in eras:
if era.start_date > month_start:
chunk_start = era.start_date
else:
chunk_start = month_start
if hh_after(era.finish_date, month_finish):
chunk_finish = month_finish
else:
chunk_finish = era.finish_date
import_mpan_core = era.imp_mpan_core
if import_mpan_core is None:
continue
supplier_contract = era.imp_supplier_contract
if source_code in ['net', 'gen-net', '3rd-party']:
supply_source = chellow.computer.SupplySource(
sess, chunk_start, chunk_finish, forecast_date,
era, True, None, caches)
values['metered-import-kwh'] += sum(
datum['msp-kwh']
for datum in supply_source.hh_data)
import_vb_function = supply_source.contract_func(
supplier_contract, 'virtual_bill')
if import_vb_function is None:
values['problem'] += "Can't find the " \
"virtual_bill function in the supplier " \
"contract. "
else:
import_vb_function(supply_source)
values['metered-import-net-gbp'] += \
supply_source.supplier_bill['net-gbp']
supply_source.contract_func(
era.hhdc_contract, 'virtual_bill')(supply_source)
values['metered-import-net-gbp'] += \
supply_source.dc_bill['net-gbp']
mop_func = supply_source.contract_func(
era.mop_contract, 'virtual_bill')
if mop_func is None:
values['problem'] += " MOP virtual_bill " \
"function can't be found."
else:
mop_func(supply_source)
mop_bill = supply_source.mop_bill
values['metered-import-net-gbp'] += \
mop_bill['net-gbp']
if len(mop_bill['problem']) > 0:
values['problem'] += \
" MOP virtual bill problem: " + \
mop_bill['problem']
values['timestamp'] = int(time.time() * 1000)
tmp_file.write(
','.join(
'"' + str(values[name]) +
'"' for name in field_names) + '\n')
except:
tmp_file.write(traceback.format_exc())
finally:
if sess is not None:
sess.close()
tmp_file.close()
os.rename(running_name, finished_name)
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = None
try:
sess = Session()
self.log("Starting to check bank holidays")
contract = Contract.get_non_core_by_name(
sess, 'bank_holidays')
contract_props = contract.make_properties()
if contract_props.get('enabled', False):
url_str = contract_props['url']
self.log("Downloading from " + url_str + ".")
res = requests.get(url_str)
self.log(
' '.join(
(
"Received", str(res.status_code),
res.reason)))
PREFIX = 'DTSTART;VALUE=DATE:'
hols = collections.defaultdict(list)
for line in res.text.splitlines():
if line.startswith(PREFIX):
dt = utc_datetime_parse(line[-8:], "%Y%m%d")
hols[dt.year].append(dt)
for year in sorted(hols.keys()):
year_start = utc_datetime(year, 1, 1)
year_finish = year_start + \
relativedelta(years=1) - HH
rs = sess.query(RateScript).filter(
RateScript.contract == contract,
RateScript.start_date == year_start).first()
if rs is None:
self.log(
"Adding a new rate script starting at " +
hh_format(year_start) + ".")
latest_rs = sess.query(RateScript).filter(
RateScript.contract == contract).\
order_by(RateScript.start_date.desc()). \
first()
contract.update_rate_script(
sess, latest_rs, latest_rs.start_date,
year_finish, latest_rs.script)
rs = contract.insert_rate_script(
sess, year_start, '')
script = {
'bank_holidays': [
v.strftime("%Y-%m-%d")
for v in hols[year]]}
self.log(
"Updating rate script starting at " +
hh_format(year_start) + ".")
contract.update_rate_script(
sess, rs, rs.start_date, rs.finish_date,
json.dumps(
script, indent=' ', sort_keys=True))
sess.commit()
else:
self.log(
"The automatic importer is disabled. To "
"enable it, edit the contract properties to "
"set 'enabled' to True.")
except:
self.log("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
if sess is not None:
sess.close()
self.lock.release()
self.log("Finished checking bank holidays.")
self.going.wait(24 * 60 * 60)
self.going.clear()
def content(year, supply_id, user):
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'crc_special_events.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
writer.writerow(("MPAN Core", "Site Id", "Site Name", "Date", "Event"))
year_start = datetime(year, 4, 1, tzinfo=pytz.utc)
year_finish = prev_hh(datetime(year + 1, 4, 1, tzinfo=pytz.utc))
def add_event(events, date, code, era=None, mpan_core=None):
if era is None:
mpan_cores = [mpan_core]
else:
mpan_cores = []
if era.imp_mpan_core is not None:
mpan_cores.append(era.imp_mpan_core)
if era.exp_mpan_core is not None:
mpan_cores.append(era.exp_mpan_core)
for mpan_core in mpan_cores:
events.append(
{'date': date, 'code': code, 'mpan-core': mpan_core})
if supply_id is None:
supplies = sess.query(Supply).join(Source).join(Era).filter(
Source.code.in_(('net', 'gen-net', 'gen')),
Era.start_date <= year_finish, or_(
Era.finish_date == null(),
Era.finish_date >= year_start)).distinct()
else:
supply = Supply.get_by_id(supply_id)
supplies = sess.query(Supply).filter(Supply.id == supply.id)
for supply in supplies:
eras = sess.query(Era).filter(
Era.supply == supply, Era.start_date <= year_finish,
or_(Era.finish_date == null(), Era.finish_date >= year_start)
).order_by(Era.start_date).all()
events = []
first_era = eras[0]
first_era_start = first_era.start_date
if hh_after(first_era_start, year_start):
add_event(events, first_era_start, "New Supply", first_era)
last_era = eras[-1]
last_era_finish = last_era.finish_date
if hh_before(last_era_finish, year_finish):
add_event(events, last_era_finish, "Disconnection", last_era)
prev_era = first_era
for era in eras[1:]:
if era.msn != prev_era.msn:
add_event(events, era.start_date, "Meter Change", era)
if era.pc.code != prev_era.pc.code:
add_event(
events, era.start_date, "Change Of Profile Class", era)
if era.mop_contract_id != prev_era.mop_contract_id:
add_event(events, era.start_date, "Change Of MOP", era)
if era.hhdc_contract_id != prev_era.hhdc_contract_id:
add_event(events, era.start_date, "Change Of DC", era)
for is_import in [True, False]:
if era.imp_mpan_core is None:
mpan_core = era.exp_mpan_core
else:
mpan_core = era.imp_mpan_core
if is_import:
cur_sup = era.imp_supplier_contract
prev_sup = prev_era.imp_supplier_contract
else:
cur_sup = era.exp_supplier_contract
prev_sup = prev_era.exp_supplier_contract
if cur_sup is None and prev_sup is not None:
add_event(
events, era.start_date, "End of supply", mpan_core)
elif cur_sup is not None and prev_sup is None:
add_event(
events, era.start_date, "Start of supply", None,
mpan_core)
elif cur_sup is not None and \
prev_sup is not None and cur_sup != prev_sup:
add_event(
events, era.start_date, "Change Of Supplier", None,
mpan_core)
prev_era = era
if len(events) > 0:
site = sess.query(Site).join(SiteEra).filter(
SiteEra.is_physical == true(),
SiteEra.era == last_era).one()
for event in events:
vals = [
event['mpan-core'], site.code, site.name,
event['date'].strftime("%Y-%m-%d %H:%M"),
event['code']]
writer.writerow(vals)
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = None
try:
sess = Session()
self.log("Starting to check TLMs.")
contract = Contract.get_non_core_by_name(sess, 'tlms')
latest_rs = sess.query(RateScript).filter(
RateScript.contract_id == contract.id).order_by(
RateScript.start_date.desc()).first()
latest_rs_id = latest_rs.id
next_month_start = latest_rs.start_date + \
relativedelta(months=1)
next_month_finish = latest_rs.start_date + \
relativedelta(months=2) - HH
now = utc_datetime_now()
if now > next_month_start:
self.log(
"Checking to see if data is available from " +
str(next_month_start) + " to " +
str(next_month_finish) + " on Elexon Portal.")
config = Contract.get_non_core_by_name(
sess, 'configuration')
props = config.make_properties()
scripting_key = props.get(
ELEXON_PORTAL_SCRIPTING_KEY_KEY)
if scripting_key is None:
raise BadRequest(
"The property " +
ELEXON_PORTAL_SCRIPTING_KEY_KEY +
" cannot be found in the configuration " +
"properties.")
contract_props = contract.make_properties()
url_str = ''.join(
(
contract_props['url'],
'file/download/TLM_FILE?key=',
scripting_key))
r = requests.get(url_str)
parser = csv.reader(
(l.decode() for l in r.iter_lines()),
delimiter=',', quotechar='"')
self.log("Opened " + url_str + ".")
next(parser, None)
month_tlms = {}
for values in parser:
hh_date_ct = to_ct(
Datetime.strptime(values[0], "%d/%m/%Y"))
hh_date = to_utc(hh_date_ct)
hh_date += relativedelta(minutes=30*int(values[2]))
if next_month_start <= hh_date <= \
next_month_finish:
month_tlms[key_format(hh_date)] = {
'off-taking': values[3],
'delivering': values[4]}
if key_format(next_month_finish) in month_tlms:
self.log("The whole month's data is there.")
script = "def tlms():\n return {\n" + \
',\n'.join(
"'" + k + "': " +
month_tlms[k]['off-taking'] for k in
sorted(month_tlms.keys())) + "}"
contract = Contract.get_non_core_by_name(
sess, 'tlms')
rs = RateScript.get_by_id(sess, latest_rs_id)
contract.update_rate_script(
sess, rs, rs.start_date,
rs.start_date + relativedelta(months=2) - HH,
rs.script)
sess.flush()
contract.insert_rate_script(
sess, rs.start_date + relativedelta(months=1),
script)
sess.commit()
self.log("Added new rate script.")
else:
msg = "There isn't a whole month there yet."
if len(month_tlms) > 0:
msg += "The last date is " + \
sorted(month_tlms.keys())[-1]
self.log(msg)
except:
self.log("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
if sess is not None:
sess.close()
self.lock.release()
self.log("Finished checking TLM rates.")
self.going.wait(30 * 60)
self.going.clear()
def content(table, version, fin, user):
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
table + '_' + version + '_general_import.csv', user)
f = open(running_name, mode='w', newline='')
w = csv.writer(f, lineterminator='\n')
reader = iter(csv.reader(fin))
next(reader)
if table == 'Line_Loss_Factor_Class':
VOLTAGE_LEVEL_CODES = set(
[v.code for v in sess.query(VoltageLevel)])
DNO_MAP = dict(
(dno.participant.code, dno) for dno in sess.query(Party).
join(MarketRole).filter(MarketRole.code == 'R').options(
joinedload(Party.participant)))
for i, values in enumerate(reader):
participant_code = values[0]
# market_role_code = values[1]
llfc_code = values[3].zfill(3)
valid_from = parse_date(values[4])
description = values[5]
is_import = values[6] in ('A', 'B')
is_substation = any(
p in description for p in (
'_SS', ' SS', ' S/S', '(S/S)', 'sub', 'Sub'))
valid_to = parse_to_date(values[7])
voltage_level_code = 'LV'
description_upper = description.upper()
for vl_code in VOLTAGE_LEVEL_CODES:
if vl_code in description_upper:
voltage_level_code = vl_code
break
try:
dno = DNO_MAP[participant_code]
except KeyError:
w.writerow(
(
"# There is no DNO with participant code ",
participant_code))
continue
llfc = sess.query(Llfc).filter(
Llfc.dno == dno, Llfc.code == llfc_code,
Llfc.valid_from == valid_from).first()
if llfc is None:
w.writerow(
(
'insert', 'llfc', dno.dno_code, llfc_code,
description, voltage_level_code, is_substation,
is_import, hh_format(valid_from),
hh_format(valid_to, ongoing_str='')))
elif any(
(
description != llfc.description,
voltage_level_code != llfc.voltage_level.code,
is_substation != llfc.is_substation,
is_import != llfc.is_import,
valid_to != llfc.valid_to)):
w.writerow(
(
'update', 'llfc', dno.dno_code, llfc.code,
hh_format(llfc.valid_from), description,
voltage_level_code, is_substation, is_import,
hh_format(valid_to, ongoing_str='')))
elif table == 'Market_Participant':
for i, values in enumerate(reader):
participant_code = values[0]
participant_name = values[1]
participant = sess.query(Participant).filter(
Participant.code == participant_code).first()
if participant is None:
w.writerow(
(
'insert', 'participant', participant_code,
participant_name))
elif participant_name != participant.name:
w.writerow(
(
'update', 'participant', participant_code,
participant_name))
elif table == 'Market_Role':
for i, values in enumerate(reader):
role_code = values[0]
role_description = values[1]
role = sess.query(MarketRole).filter(
MarketRole.code == role_code).first()
if role is None:
w.writerow(
(
'insert', 'market_role', role_code,
role_description))
elif role_description != role.description:
w.writerow(
(
'update', 'market_role', role_code,
role_description))
elif table == 'Market_Participant_Role':
for i, values in enumerate(reader):
participant_code = values[0]
market_role_code = values[1]
valid_from = parse_date(values[2])
party = sess.query(Party).join(Participant). \
join(MarketRole).filter(
Party.valid_from == valid_from,
Participant.code == participant_code,
MarketRole.code == market_role_code).first()
valid_to = parse_to_date(values[3])
name = values[4]
dno_code_str = values[14]
dno_code = None if len(dno_code_str) == 0 else dno_code_str
if dno_code == '99':
continue
if party is None:
w.writerow(
(
'insert', 'party', market_role_code,
participant_code, name, hh_format(valid_from),
hh_format(valid_to, ongoing_str=''),
dno_code_str))
elif any(
(
name != party.name, dno_code != party.dno_code,
valid_to != party.valid_to)):
w.writerow(
(
'update', 'party', market_role_code,
participant_code, name, hh_format(valid_from),
hh_format(valid_to, ongoing_str=''),
dno_code_str))
elif table == 'Meter_Timeswitch_Class':
for i, values in enumerate(reader):
code = values[0].zfill(3)
valid_from = parse_date(values[1])
valid_to = parse_to_date(values[2])
description = values[3]
is_common = values[4] == 'T'
has_related_metering = values[5] == 'T'
meter_type_code = values[6]
meter_payment_type_code = values[7]
has_comms = values[8] == 'T'
is_hh = values[9] == 'H'
tpr_count_str = values[10]
tpr_count = 0 if tpr_count_str == '' else int(tpr_count_str)
if is_common:
mtc = sess.query(Mtc).filter(
Mtc.dno == null(), Mtc.code == code,
Mtc.valid_from == valid_from).first()
if mtc is None:
w.writerow(
(
'insert', 'mtc', '', code, description,
has_related_metering, has_comms, is_hh,
meter_type_code, meter_payment_type_code,
tpr_count, hh_format(valid_from),
hh_format(valid_to, ongoing_str='')))
elif any(
(
description != mtc.description,
has_related_metering !=
mtc.has_related_metering,
has_comms != mtc.has_comms,
is_hh != mtc.is_hh,
meter_type_code != mtc.meter_type.code,
meter_payment_type_code !=
mtc.meter_payment_type.code,
tpr_count != mtc.tpr_count,
valid_to != mtc.valid_to)):
w.writerow(
(
'update', 'mtc', '', mtc.code, description,
has_related_metering, has_comms, is_hh,
meter_type_code, meter_payment_type_code,
tpr_count, hh_format(mtc.valid_from),
hh_format(valid_to, ongoing_str='')))
elif table == 'MTC_in_PES_Area':
dnos = dict(
(p.participant.code, (p.id, p.dno_code)) for p in sess.query(
Party).join(Participant).join(MarketRole).filter(
MarketRole.code == 'R').options(
joinedload(Party.participant)))
mtcs = dict(
((m.dno_id, m.code, m.valid_from), m)
for m in sess.query(Mtc).options(
joinedload(Mtc.meter_type),
joinedload(Mtc.meter_payment_type)).all())
for i, values in enumerate(reader):
code_str = values[0]
if not Mtc.has_dno(code_str):
continue
code_int = int(code_str)
code = code_str.zfill(3)
participant_code = values[2]
dno_id, dno_code = dnos[participant_code]
valid_from = parse_date(values[3])
valid_to = parse_to_date(values[4])
description = values[5]
meter_type_code = values[6]
meter_payment_type_code = values[7]
has_related_metering = code_int > 500
has_comms = values[8] == 'Y'
is_hh = values[9] == 'H'
tpr_count_str = values[10]
tpr_count = 0 if tpr_count_str == '' else int(tpr_count_str)
mtc = mtcs.get((dno_id, code, valid_from))
if mtc is None:
w.writerow(
(
'insert', 'mtc', dno_code, code, description,
has_related_metering, has_comms, is_hh,
meter_type_code, meter_payment_type_code,
tpr_count, hh_format(valid_from),
hh_format(valid_to, ongoing_str='')))
elif any(
(
description != mtc.description,
has_related_metering != mtc.has_related_metering,
has_comms != mtc.has_comms,
is_hh != mtc.is_hh,
meter_type_code != mtc.meter_type.code,
meter_payment_type_code !=
mtc.meter_payment_type.code,
tpr_count != mtc.tpr_count,
valid_to != mtc.valid_to)):
w.writerow(
(
'update', 'mtc', mtc.dno.dno_code, mtc.code,
description, has_related_metering, has_comms,
is_hh, meter_type_code, meter_payment_type_code,
tpr_count, hh_format(mtc.valid_from),
hh_format(valid_to, ongoing_str='')))
elif table == 'MTC_Meter_Type':
for i, values in enumerate(reader):
code = values[0]
description = values[1]
valid_from = parse_date(values[2])
valid_to = parse_to_date(values[3])
pt = sess.query(MeterType).filter(
MeterType.code == code,
MeterType.valid_from == valid_from).first()
if pt is None:
w.writerow(
(
'insert', 'meter_type', code, description,
hh_format(valid_from),
hh_format(valid_to, ongoing_str='')))
elif (description, valid_from, valid_to) != (
pt.description, pt.valid_from, pt.valid_to):
w.writerow(
(
'update', 'meter_type', code, description,
hh_format(valid_from), hh_format(valid_to)))
else:
raise Exception("The table " + table + " is not recognized.")
except BaseException:
w.writerow([traceback.format_exc()])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(contract_id, end_year, end_month, months, user):
caches = {}
sess = f = None
try:
sess = Session()
contract = Contract.get_hhdc_by_id(sess, contract_id)
finish_date = Datetime(end_year, end_month, 1, tzinfo=pytz.utc) + \
relativedelta(months=1) - HH
start_date = Datetime(end_year, end_month, 1, tzinfo=pytz.utc) - \
relativedelta(months=months - 1)
forecast_date = chellow.computer.forecast_date()
running_name, finished_name = chellow.dloads.make_names(
'hhdc_virtual_bills.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
bill_titles = chellow.computer.contract_func(
caches, contract, 'virtual_bill_titles')()
header_titles = [
'Import MPAN Core', 'Export MPAN Core', 'Start Date',
'Finish Date']
vb_func = chellow.computer.contract_func(
caches, contract, 'virtual_bill')
writer.writerow(header_titles + bill_titles)
for era in sess.query(Era).distinct().filter(
or_(Era.finish_date == null(), Era.finish_date >= start_date),
Era.start_date <= finish_date,
Era.hhdc_contract == contract).order_by(Era.supply_id):
imp_mpan_core = era.imp_mpan_core
if imp_mpan_core is None:
imp_mpan_core_str = ''
is_import = False
else:
is_import = True
imp_mpan_core_str = imp_mpan_core
exp_mpan_core = era.exp_mpan_core
exp_mpan_core_str = '' if exp_mpan_core is None else exp_mpan_core
chunk_start = hh_max(era.start_date, start_date)
chunk_finish = hh_min(era.finish_date, finish_date)
vals = [
imp_mpan_core_str, exp_mpan_core_str, hh_format(chunk_start),
hh_format(chunk_finish)]
supply_source = chellow.computer.SupplySource(
sess, chunk_start, chunk_finish, forecast_date, era, is_import,
caches)
vb_func(supply_source)
bill = supply_source.dc_bill
for title in bill_titles:
vals.append(str(bill.get(title, '')))
if title in bill:
del bill[title]
for k in sorted(bill.keys()):
vals.append(k)
vals.append(str(bill[k]))
writer.writerow(vals)
except BadRequest as e:
f.write("Problem " + e.description + traceback.format_exc() + '\n')
except:
msg = "Problem " + traceback.format_exc() + '\n'
f.write(msg)
finally:
f.close()
os.rename(running_name, finished_name)
if sess is not None:
sess.close()
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = book = sbp_sheet = ssp_sheet = None
try:
sess = Session()
self.log("Starting to check System Prices.")
# ct_tz = pytz.timezone('Europe/London')
contract = Contract.get_non_core_by_name(
sess, 'system_price')
contract_props = contract.make_properties()
if contract_props.get('enabled', False):
for rscript in sess.query(RateScript).filter(
RateScript.contract == contract).order_by(
RateScript.start_date.desc()):
ns = json.loads(rscript.script)
rates = ns['gbp_per_nbp_mwh']
if len(rates) == 0:
fill_start = rscript.start_date
break
elif rates[
key_format(
rscript.finish_date)]['run'] == 'DF':
fill_start = rscript.finish_date + HH
break
config = Contract.get_non_core_by_name(
sess, 'configuration')
config_props = config.make_properties()
scripting_key = config_props.get(
ELEXON_PORTAL_SCRIPTING_KEY_KEY)
if scripting_key is None:
raise BadRequest(
"The property " +
ELEXON_PORTAL_SCRIPTING_KEY_KEY +
" cannot be found in the configuration "
"properties.")
url_str = contract_props['url'] + \
'file/download/BESTVIEWPRICES_FILE?key=' + \
scripting_key
self.log(
"Downloading from " + url_str +
" and extracting data from " +
hh_format(fill_start))
url = urllib.parse.urlparse(url_str)
if url.scheme == 'https':
conn = http.client.HTTPSConnection(
url.hostname, url.port)
else:
conn = http.client.HTTPConnection(
url.hostname, url.port)
conn.request("GET", url.path + '?' + url.query)
res = conn.getresponse()
self.log(
"Received " + str(res.status) + " " + res.reason)
data = res.read()
book = xlrd.open_workbook(file_contents=data)
sbp_sheet = book.sheet_by_index(1)
ssp_sheet = book.sheet_by_index(2)
sp_months = []
sp_month = None
for row_index in range(1, sbp_sheet.nrows):
sbp_row = sbp_sheet.row(row_index)
ssp_row = ssp_sheet.row(row_index)
raw_date = datetime.datetime(
*xlrd.xldate_as_tuple(
sbp_row[0].value, book.datemode))
hh_date_ct = to_ct(raw_date)
hh_date = to_utc(hh_date_ct)
run_code = sbp_row[1].value
for col_idx in range(2, 52):
if hh_date >= fill_start:
sbp_val = sbp_row[col_idx].value
if sbp_val != '':
if hh_date.day == 1 and \
hh_date.hour == 0 and \
hh_date.minute == 0:
sp_month = {}
sp_months.append(sp_month)
ssp_val = ssp_row[col_idx].value
sp_month[hh_date] = {
'run': run_code,
'sbp': sbp_val, 'ssp': ssp_val}
hh_date += HH
self.log("Successfully extracted data.")
last_date = sorted(sp_months[-1].keys())[-1]
if last_date.month == (last_date + HH).month:
del sp_months[-1]
if 'limit' in contract_props:
sp_months = sp_months[0:1]
for sp_month in sp_months:
sorted_keys = sorted(sp_month.keys())
month_start = sorted_keys[0]
month_finish = sorted_keys[-1]
rs = sess.query(RateScript).filter(
RateScript.contract == contract,
RateScript.start_date == month_start).first()
if rs is None:
self.log(
"Adding a new rate script starting at " +
hh_format(month_start) + ".")
latest_rs = sess.query(RateScript).filter(
RateScript.contract == contract).\
order_by(RateScript.start_date.desc()). \
first()
contract.update_rate_script(
sess, latest_rs, latest_rs.start_date,
month_finish, latest_rs.script)
rs = contract.insert_rate_script(
sess, month_start, '')
sess.flush()
script = {
'gbp_per_nbp_mwh': dict(
(key_format(k), v)
for k, v in sp_month.items())}
self.log(
"Updating rate script starting at " +
hh_format(month_start) + ".")
contract.update_rate_script(
sess, rs, rs.start_date, rs.finish_date,
json.dumps(
script, indent=' ', sort_keys=True))
sess.commit()
else:
self.log(
"The automatic importer is disabled. To "
"enable it, edit the contract properties to "
"set 'enabled' to True.")
except:
self.log("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
book = sbp_sheet = ssp_sheet = None
self.lock.release()
self.log("Finished checking System Price rates.")
if sess is not None:
sess.close()
self.going.wait(24 * 60 * 60)
self.going.clear()
def run(self):
while not self.stopped.isSet():
if self.lock.acquire(False):
sess = None
try:
sess = Session()
self.log("Starting to check BSUoS rates.")
contract = Contract.get_non_core_by_name(sess, 'bsuos')
latest_rs = sess.query(RateScript).filter(
RateScript.contract == contract).order_by(
RateScript.start_date.desc()).first()
latest_rs_id = latest_rs.id
this_month_start = latest_rs.start_date + \
relativedelta(months=1)
next_month_start = this_month_start + \
relativedelta(months=1)
now = Datetime.now(pytz.utc)
props = contract.make_properties()
if props.get('enabled', False):
if now > next_month_start:
url = props['url']
self.log(
"Checking to see if data is available from " +
str(this_month_start) + " to " +
str(next_month_start - HH) +
" at " + url)
res = requests.get(url)
self.log(
"Received " + str(res.status_code) + " " +
res.reason)
book = xlrd.open_workbook(
file_contents=res.content)
sheet = book.sheet_by_index(0)
ct_tz = pytz.timezone('Europe/London')
month_bsuos = {}
for row_index in range(1, sheet.nrows):
row = sheet.row(row_index)
raw_date = Datetime(
*xlrd.xldate_as_tuple(
row[0].value, book.datemode))
hh_date_ct = ct_tz.localize(raw_date)
hh_date = pytz.utc.normalize(
hh_date_ct.astimezone(pytz.utc))
hh_date += relativedelta(
minutes=30*int(row[1].value))
if not hh_date < this_month_start and \
hh_date < next_month_start:
month_bsuos[key_format(hh_date)] = \
row[2].value
if key_format(next_month_start - HH) in \
month_bsuos:
self.log("The whole month's data is there.")
script = "def rates_gbp_per_mwh():\n " \
"return {\n" + ',\n'.join(
"'" + k + "': " + str(month_bsuos[k])
for k in sorted(
month_bsuos.keys())) + "}"
set_read_write(sess)
contract = Contract.get_non_core_by_name(
sess, 'bsuos')
rs = RateScript.get_by_id(sess, latest_rs_id)
contract.update_rate_script(
sess, rs, rs.start_date,
rs.start_date + relativedelta(months=2) -
HH, rs.script)
sess.flush()
contract.insert_rate_script(
sess,
rs.start_date + relativedelta(months=1),
script)
sess.commit()
self.log("Added new rate script.")
else:
self.log(
"There isn't a whole month there yet. The "
"last date is " +
sorted(month_bsuos.keys())[-1])
else:
self.log(
"The automatic importer is disabled. To "
"enable it, edit the contract properties to "
"set 'enabled' to True.")
except:
self.log("Outer problem " + traceback.format_exc())
sess.rollback()
finally:
if sess is not None:
sess.close()
self.lock.release()
self.log("Finished checking BSUoS rates.")
self.going.wait(30 * 60)
self.going.clear()
def content(contract_id, end_year, end_month, months, user):
caches = {}
sess = f = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'displaced.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
titles = [
'Site Code', 'Site Name', 'Associated Site Ids', 'From', 'To',
'Gen Types', 'CHP kWh', 'LM kWh', 'Turbine kWh', 'PV kWh']
finish_date = Datetime(end_year, end_month, 1, tzinfo=pytz.utc) + \
relativedelta(months=1) - HH
start_date = Datetime(end_year, end_month, 1, tzinfo=pytz.utc) - \
relativedelta(months=months-1)
forecast_date = chellow.computer.forecast_date()
contract = Contract.get_supplier_by_id(sess, contract_id)
sites = sess.query(Site).join(SiteEra).join(Era).join(Supply). \
join(Source).filter(
or_(Era.finish_date == null(), Era.finish_date >= start_date),
Era.start_date <= finish_date,
or_(
Source.code.in_(('gen', 'gen-net')),
Era.exp_mpan_core != null())).distinct()
bill_titles = chellow.computer.contract_func(
caches, contract, 'displaced_virtual_bill_titles', None)()
for title in bill_titles:
if title == 'total-msp-kwh':
title = 'total-displaced-msp-kwh'
titles.append(title)
writer.writerow(titles)
for site in sites:
month_start = start_date
month_finish = month_start + relativedelta(months=1) - HH
while not month_finish > finish_date:
for site_group in site.groups(
sess, month_start, month_finish, True):
if site_group.start_date > month_start:
chunk_start = site_group.start_date
else:
chunk_start = month_start
if site_group.finish_date > month_finish:
chunk_finish = month_finish
else:
chunk_finish = site_group.finish_date
displaced_era = chellow.computer.displaced_era(
sess, site_group, chunk_start, chunk_finish)
if displaced_era is None:
continue
supplier_contract = displaced_era.imp_supplier_contract
if contract is not None and contract != supplier_contract:
continue
linked_sites = ','.join(
a_site.code for a_site in site_group.sites
if not a_site == site)
generator_types = ' '.join(
sorted(
[
supply.generator_type.code for supply in
site_group.supplies
if supply.generator_type is not None]))
vals = [
site.code, site.name, linked_sites,
hh_format(chunk_start), hh_format(chunk_finish),
generator_types]
total_gen_breakdown = {}
results = iter(
sess.execute(
"select supply.id, hh_datum.value, "
"hh_datum.start_date, channel.imp_related, "
"source.code, generator_type.code as "
"gen_type_code from hh_datum, channel, source, "
"era, supply left outer join generator_type on "
"supply.generator_type_id = generator_type.id "
"where hh_datum.channel_id = channel.id and "
"channel.era_id = era.id and era.supply_id = "
"supply.id and supply.source_id = source.id and "
"channel.channel_type = 'ACTIVE' and not "
"(source.code = 'net' and channel.imp_related "
"is true) and hh_datum.start_date >= "
":chunk_start and hh_datum.start_date "
"<= :chunk_finish and "
"supply.id = any(:supply_ids) order "
"by hh_datum.start_date, supply.id",
params={
'chunk_start': chunk_start,
'chunk_finish': chunk_finish,
'supply_ids': [
s.id for s in site_group.supplies]}))
(
sup_id, hh_val, hh_start, imp_related, source_code,
gen_type_code) = next(
results, (None, None, None, None, None, None))
hh_date = chunk_start
while hh_date <= finish_date:
gen_breakdown = {}
exported = 0
while hh_start == hh_date:
if not imp_related and source_code in (
'net', 'gen-net'):
exported += hh_val
if (imp_related and source_code == 'gen') or \
(not imp_related and
source_code == 'gen-net'):
gen_breakdown[gen_type_code] = \
gen_breakdown.setdefault(
gen_type_code, 0) + hh_val
if (
not imp_related and
source_code == 'gen') or (
imp_related and
source_code == 'gen-net'):
gen_breakdown[gen_type_code] = \
gen_breakdown.setdefault(
gen_type_code, 0) - hh_val
(
sup_id, hh_val, hh_start, imp_related,
source_code, gen_type_code) = next(
results, (None, None, None, None, None, None))
displaced = sum(gen_breakdown.values()) - exported
added_so_far = 0
for key in sorted(gen_breakdown.keys()):
kwh = gen_breakdown[key]
if kwh + added_so_far > displaced:
total_gen_breakdown[key] = \
total_gen_breakdown.get(key, 0) + \
displaced - added_so_far
break
else:
total_gen_breakdown[key] = \
total_gen_breakdown.get(key, 0) + kwh
added_so_far += kwh
hh_date += HH
for title in ['chp', 'lm', 'turb', 'pv']:
vals.append(str(total_gen_breakdown.get(title, '')))
site_ds = chellow.computer.SiteSource(
sess, site, chunk_start, chunk_finish, forecast_date,
None, caches, displaced_era)
disp_func = chellow.computer.contract_func(
caches, supplier_contract, 'displaced_virtual_bill',
None)
disp_func(site_ds)
bill = site_ds.supplier_bill
for title in bill_titles:
if title in bill:
val = bill[title]
if isinstance(val, Datetime):
val = hh_format(val)
else:
val = str(val)
vals.append(val)
del bill[title]
else:
vals.append('')
for k in sorted(bill.keys()):
vals.append(k)
vals.append(str(bill[k]))
writer.writerow(vals)
month_start += relativedelta(months=1)
month_finish = month_start + relativedelta(months=1) - HH
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(year, site_id, user):
caches = {}
sess = f = writer = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'output.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
writer.writerow(
(
"Site Code", "Site Name", "Displaced TRIAD 1 Date",
"Displaced TRIAD 1 MSP kW", "Displaced TRIAD LAF",
"Displaced TRIAD 1 GSP kW", "Displaced TRIAD 2 Date",
"Displaced TRIAD 2 MSP kW", "Displaced TRIAD 2 LAF",
"Displaced TRIAD 2 GSP kW", "Displaced TRIAD 3 Date",
"Displaced TRIAD 3 MSP kW", "Displaced TRIAD 3 LAF",
"Displaced TRIAD 3 GSP kW", "Displaced GSP kW",
"Displaced Rate GBP / kW", "GBP"))
march_finish = datetime.datetime(year, 4, 1, tzinfo=pytz.utc) - HH
march_start = datetime.datetime(year, 3, 1, tzinfo=pytz.utc)
forecast_date = chellow.computer.forecast_date()
if site_id is None:
sites = sess.query(Site).join(SiteEra).join(Era).join(Supply).join(
Source).filter(
Source.code.in_(('gen', 'gen-net')),
Era.start_date <= march_finish,
or_(
Era.finish_date == null(),
Era.finish_date >= march_start)).distinct()
else:
site = Site.get_by_id(sess, site_id)
sites = sess.query(Site).filter(Site.id == site.id)
for site in sites.order_by(Site.code):
displaced_era = chellow.computer.displaced_era(
sess, caches, site, march_start, march_finish, forecast_date)
if displaced_era is None:
continue
site_ds = chellow.computer.SiteSource(
sess, site, march_start, march_finish, forecast_date, caches,
displaced_era)
chellow.duos.duos_vb(site_ds)
chellow.triad.hh(site_ds)
chellow.triad.bill(site_ds)
bill = site_ds.supplier_bill
for rname, rset in site_ds.supplier_rate_sets.items():
if len(rset) == 1:
bill[rname] = rset.pop()
values = [site.code, site.name]
for i in range(1, 4):
triad_prefix = 'triad-actual-' + str(i)
values.append(hh_format(bill[triad_prefix + '-date']))
for suffix in ['-msp-kw', '-laf', '-gsp-kw']:
values.append(bill[triad_prefix + suffix])
values += [
str(bill['triad-actual-' + suf]) for suf in [
'gsp-kw', 'rate', 'gbp']]
writer.writerow(values)
except BadRequest as e:
writer.writerow([e.description])
except:
writer.writerow([traceback.format_exc()])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(supply_id, start_date, finish_date, user):
forecast_date = datetime.datetime.max.replace(tzinfo=pytz.utc)
caches = {}
f = sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'supplies_duration.csv', user)
f = open(running_name, "w")
f.write(
','.join(
(
"Supply Id", "Supply Name", "Source", "Generator Type",
"Site Ids", "Site Names", "From", "To", "PC", "MTC", "CoP",
"SSC", "Normal Reads", "Type", "Import LLFC",
"Import MPAN Core", "Import Supply Capacity",
"Import Supplier", "Import Total MSP kWh",
"Import Non-actual MSP kWh", "Import Total GSP kWh",
"Import MD / kW", "Import MD Date", "Import MD / kVA",
"Import Bad HHs", "Export LLFC", "Export MPAN Core",
"Export Supply Capacity", "Export Supplier",
"Export Total MSP kWh", "Export Non-actual MSP kWh",
"Export GSP kWh", "Export MD / kW", "Export MD Date",
"Export MD / kVA", "Export Bad HHs")))
supplies = sess.query(Supply).join(Era).filter(
or_(Era.finish_date == null(), Era.finish_date >= start_date),
Era.start_date <= finish_date).order_by(Supply.id).distinct()
if supply_id is not None:
supplies = supplies.filter(
Supply.id == Supply.get_by_id(sess, supply_id).id)
for supply in supplies:
site_codes = ''
site_names = ''
eras = supply.find_eras(sess, start_date, finish_date)
era = eras[-1]
for site_era in era.site_eras:
site = site_era.site
site_codes = site_codes + site.code + ', '
site_names = site_names + site.name + ', '
site_codes = site_codes[:-2]
site_names = site_names[:-2]
if supply.generator_type is None:
generator_type = ''
else:
generator_type = supply.generator_type.code
ssc = era.ssc
ssc_code = '' if ssc is None else ssc.code
prime_reads = set()
for read, rdate in chain(
sess.query(
RegisterRead, RegisterRead.previous_date).join(
RegisterRead.previous_type).join(Bill).join(
BillType).filter(
Bill.supply == supply, BillType.code != 'W',
RegisterRead.previous_date >= start_date,
RegisterRead.previous_date <= finish_date,
ReadType.code.in_(NORMAL_READ_TYPES)),
sess.query(
RegisterRead, RegisterRead.present_date).join(
RegisterRead.present_type).join(Bill).join(
BillType).filter(
Bill.supply == supply, BillType.code != 'W',
RegisterRead.present_date >= start_date,
RegisterRead.present_date <= finish_date,
ReadType.code.in_(NORMAL_READ_TYPES))):
prime_bill = sess.query(Bill).join(BillType).filter(
Bill.supply == supply,
Bill.start_date <= read.bill.finish_date,
Bill.finish_date >= read.bill.start_date,
Bill.reads.any()).order_by(
Bill.issue_date.desc(), BillType.code).first()
if prime_bill.id == read.bill.id:
prime_reads.add(
str(rdate) + "_" + read.msn)
supply_type = era.make_meter_category()
if eras[0].start_date > start_date:
chunk_start = eras[0].start_date
else:
chunk_start = start_date
if hh_before(finish_date, era.finish_date):
chunk_finish = finish_date
else:
chunk_finish = era.finish_date
num_hh = int(
(chunk_finish - (chunk_start - HH)).total_seconds() /
(30 * 60))
f.write(
'\n' + ','.join(
('"' + str(value) + '"') for value in [
supply.id, supply.name, supply.source.code,
generator_type, site_codes, site_names,
hh_format(start_date), hh_format(finish_date),
era.pc.code, era.mtc.code, era.cop.code, ssc_code,
len(prime_reads), supply_type]) + ',')
f.write(
mpan_bit(
sess, supply, True, num_hh, eras, chunk_start,
chunk_finish, forecast_date, caches) + "," +
mpan_bit(
sess, supply, False, num_hh, eras, chunk_start,
chunk_finish, forecast_date, caches))
except:
f.write(traceback.format_exc())
finally:
sess.close()
f.close()
os.rename(running_name, finished_name)
def content(start_date, finish_date, site_id, user):
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'sites_duration.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
writer.writerow(
(
"Site Id", "Site Name", "Associated Site Ids", "Sources",
"Generator Types", "From", "To", "Imported kWh",
"Displaced kWh", "Exported kWh", "Used kWh", "Parasitic kWh",
"Generated kWh", "Meter Type"))
streams = (
'imp_net', 'displaced', 'exp_net', 'used', 'exp_gen', 'imp_gen')
sites = sess.query(Site).order_by(Site.code)
if site_id is not None:
sites = sites.filter(Site.id == site_id)
start_date_str = hh_format(start_date)
finish_date_str = hh_format(finish_date)
for site in sites:
assoc = ' '.join(
s.code for s in site.find_linked_sites(
sess, start_date, finish_date))
totals = dict((stream, 0) for stream in streams)
metering_type = ''
source_codes = set()
gen_types = set()
for era in sess.query(Era).join(SiteEra).filter(
SiteEra.is_physical == true(), SiteEra.site == site,
Era.start_date <= finish_date, or_(
Era.finish_date == null(),
Era.finish_date >= start_date)).distinct().options(
joinedload(Era.supply).joinedload(Supply.source),
joinedload(Era.supply).
joinedload(Supply.generator_type)):
supply = era.supply
source_codes.add(supply.source.code)
gen_type = supply.generator_type
if gen_type is not None:
gen_types.add(gen_type.code)
era_meter_type = era.make_meter_category()
if METER_ORDER[era_meter_type] < METER_ORDER[metering_type]:
metering_type = era_meter_type
assoc_str = ','.join(sorted(assoc))
sources_str = ','.join(sorted(source_codes))
generators_str = ','.join(sorted(gen_types))
for hh in site.hh_data(sess, start_date, finish_date):
for stream in streams:
totals[stream] += hh[stream]
writer.writerow(
(
site.code, site.name, assoc_str, sources_str,
generators_str, start_date_str, finish_date_str,
totals['imp_net'], totals['displaced'], totals['exp_net'],
totals['used'], totals['exp_gen'], totals['imp_gen'],
metering_type))
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(running_name, finished_name, date, supply_id, mpan_cores):
sess = None
try:
sess = Session()
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
writer.writerow(
(
'Date', 'Physical Site Id', 'Physical Site Name',
'Other Site Ids', 'Other Site Names', 'Supply Id', 'Source',
'Generator Type', 'GSP Group', 'DNO Name', 'Voltage Level',
'Metering Type', 'Mandatory HH', 'PC', 'MTC', 'CoP', 'SSC',
'Number Of Registers', 'MOP Contract', 'Mop Account',
'HHDC Contract', 'HHDC Account', 'Meter Serial Number',
'Meter Installation Date', 'Latest Normal Meter Read Date',
'Latest Normal Meter Read Type', 'Latest DC Bill Date',
'Latest MOP Bill Date', 'Import ACTIVE?',
'Import REACTIVE_IMPORT?', 'Import REACTIVE_EXPORT?',
'Export ACTIVE?', 'Export REACTIVE_IMPORT?',
'Export REACTIVE_EXPORT?', 'Import MPAN core',
'Import Agreed Supply Capacity (kVA)', 'Import LLFC Code',
'Import LLFC Description', 'Import Supplier Contract',
'Import Supplier Account', 'Import Mandatory kW',
'Latest Import Supplier Bill Date', 'Export MPAN core',
'Export Agreed Supply Capacity (kVA)', 'Export LLFC Code',
'Export LLFC Description', 'Export Supplier Contract',
'Export Supplier Account', 'Export Mandatory kW',
'Latest Export Supplier Bill Date'))
NORMAL_READ_TYPES = ('N', 'C', 'N3')
year_start = date + HH - relativedelta(years=1)
eras = sess.query(Era).filter(
Era.start_date <= date,
or_(Era.finish_date == null(), Era.finish_date >= date)).order_by(
Era.supply_id)
if supply_id is not None:
supply = Supply.get_by_id(sess, supply_id)
eras = eras.filter(Era.supply == supply)
if mpan_cores is not None:
eras = eras.filter(
or_(
Era.imp_mpan_core.in_(mpan_cores),
Era.exp_mpan_core.in_(mpan_cores)))
for era in eras:
site_codes = []
site_names = []
for site_era in era.site_eras:
if site_era.is_physical:
physical_site = site_era.site
else:
site = site_era.site
site_codes.append(site.code)
site_names.append(site.name)
supply = era.supply
if era.imp_mpan_core is None:
voltage_level_code = era.exp_llfc.voltage_level.code
else:
voltage_level_code = era.imp_llfc.voltage_level.code
if supply.generator_type is None:
generator_type = ''
else:
generator_type = supply.generator_type.code
metering_type = era.make_meter_category()
if metering_type == 'nhh':
latest_prev_normal_read = sess.query(RegisterRead). \
join(Bill).join(RegisterRead.previous_type).filter(
ReadType.code.in_(NORMAL_READ_TYPES),
RegisterRead.previous_date <= date,
Bill.supply_id == supply.id).order_by(
RegisterRead.previous_date.desc()).first()
latest_pres_normal_read = sess.query(RegisterRead) \
.join(Bill).join(RegisterRead.present_type).filter(
ReadType.code.in_(NORMAL_READ_TYPES),
RegisterRead.present_date <= date,
Bill.supply == supply).order_by(
RegisterRead.present_date.desc()).first()
if latest_prev_normal_read is None and \
latest_pres_normal_read is None:
latest_normal_read_date = None
latest_normal_read_type = None
elif latest_pres_normal_read is not None and \
latest_prev_normal_read is None:
latest_normal_read_date = \
latest_pres_normal_read.present_date
latest_normal_read_type = \
latest_pres_normal_read.present_type.code
elif latest_pres_normal_read is None and \
latest_prev_normal_read is not None:
latest_normal_read_date = \
latest_prev_normal_read.previous_date
latest_normal_read_type = \
latest_prev_normal_read.previous_type.code
elif latest_pres_normal_read.present_date > \
latest_prev_normal_read.previous_date:
latest_normal_read_date = \
latest_pres_normal_read.present_date
latest_normal_read_type = \
latest_pres_normal_read.present_type.code
else:
latest_normal_read_date = \
latest_prev_normal_read.previous_date
latest_normal_read_type = \
latest_prev_normal_read.previous_type.code
if latest_normal_read_date is not None:
latest_normal_read_date = \
hh_format(latest_normal_read_date)
else:
latest_normal_read_date = metering_type
latest_normal_read_type = None
mop_contract = era.mop_contract
if mop_contract is None:
mop_contract_name = ''
mop_account = ''
latest_mop_bill_date = 'No MOP'
else:
mop_contract_name = mop_contract.name
mop_account = era.mop_account
latest_mop_bill_date = sess.query(Bill.finish_date) \
.join(Batch).filter(
Bill.start_date <= date, Bill.supply == supply,
Batch.contract == mop_contract).order_by(
Bill.finish_date.desc()).first()
if latest_mop_bill_date is not None:
latest_mop_bill_date = hh_format(latest_mop_bill_date[0])
hhdc_contract = era.hhdc_contract
if hhdc_contract is None:
hhdc_contract_name = ''
hhdc_account = ''
latest_hhdc_bill_date = 'No HHDC'
else:
hhdc_contract_name = hhdc_contract.name
hhdc_account = era.hhdc_account
latest_hhdc_bill_date = sess.query(Bill.finish_date) \
.join(Batch).filter(
Bill.start_date <= date, Bill.supply == supply,
Batch.contract == hhdc_contract).order_by(
Bill.finish_date.desc()).first()
if latest_hhdc_bill_date is not None:
latest_hhdc_bill_date = hh_format(latest_hhdc_bill_date[0])
channel_values = []
for imp_related in [True, False]:
for channel_type in CHANNEL_TYPES:
if era.find_channel(
sess, imp_related, channel_type) is None:
channel_values.append('false')
else:
channel_values.append('true')
imp_avg_months = None
exp_avg_months = None
for is_import in [True, False]:
if metering_type == 'nhh':
continue
params = {
'supply_id': supply.id, 'year_start': year_start,
'year_finish': date,
'is_import': is_import}
month_mds = tuple(
md[0] * 2 for md in sess.execute("""
select max(hh_datum.value) as md
from hh_datum join channel on (hh_datum.channel_id = channel.id)
join era on (channel.era_id = era.id)
where era.supply_id = :supply_id and hh_datum.start_date >= :year_start
and hh_datum.start_date <= :year_finish
and channel.channel_type = 'ACTIVE'
and channel.imp_related = :is_import
group by extract(month from (hh_datum.start_date at time zone 'utc'))
order by md desc
limit 3
""", params=params))
avg_months = sum(month_mds)
if len(month_mds) > 0:
avg_months /= len(month_mds)
if is_import:
imp_avg_months = avg_months
else:
exp_avg_months = avg_months
if (imp_avg_months is not None and imp_avg_months > 100) or \
(exp_avg_months is not None and exp_avg_months > 100):
mandatory_hh = 'yes'
else:
mandatory_hh = 'no'
imp_latest_supplier_bill_date = None
exp_latest_supplier_bill_date = None
for is_import in [True, False]:
if is_import:
if era.imp_mpan_core is None:
continue
else:
supplier_contract = era.imp_supplier_contract
else:
if era.exp_mpan_core is None:
continue
else:
supplier_contract = era.exp_supplier_contract
latest_supplier_bill_date = sess.query(Bill.finish_date) \
.join(Batch).filter(
Bill.start_date <= date, Bill.supply == supply,
Batch.contract == supplier_contract).order_by(
Bill.finish_date.desc()).first()
if latest_supplier_bill_date is not None:
latest_supplier_bill_date = \
latest_supplier_bill_date[0]
latest_supplier_bill_date = hh_format(
latest_supplier_bill_date)
if is_import:
imp_latest_supplier_bill_date = \
latest_supplier_bill_date
else:
exp_latest_supplier_bill_date = \
latest_supplier_bill_date
meter_installation_date = sess.query(func.min(Era.start_date)) \
.filter(Era.supply == era.supply, Era.msn == era.msn).one()[0]
if era.ssc is None:
ssc_code = num_registers = None
else:
ssc_code = era.ssc.code
num_registers = sess.query(MeasurementRequirement).filter(
MeasurementRequirement.ssc == era.ssc).count()
writer.writerow(
(
('' if value is None else str(value))) for value in [
hh_format(date), physical_site.code, physical_site.name,
', '.join(site_codes), ', '.join(site_names), supply.id,
supply.source.code, generator_type, supply.gsp_group.code,
supply.dno_contract.name, voltage_level_code,
metering_type, mandatory_hh, era.pc.code, era.mtc.code,
era.cop.code, ssc_code, num_registers, mop_contract_name,
mop_account, hhdc_contract_name, hhdc_account, era.msn,
hh_format(meter_installation_date),
latest_normal_read_date, latest_normal_read_type,
latest_hhdc_bill_date, latest_mop_bill_date] +
channel_values + [
era.imp_mpan_core, era.imp_sc,
None if era.imp_llfc is None else era.imp_llfc.code,
None if era.imp_llfc is None else era.imp_llfc.description,
None if era.imp_supplier_contract is None else
era.imp_supplier_contract.name,
era.imp_supplier_account, imp_avg_months,
imp_latest_supplier_bill_date] + [
era.exp_mpan_core, era.exp_sc,
None if era.exp_llfc is None else era.exp_llfc.code,
None if era.exp_llfc is None else era.exp_llfc.description,
None if era.exp_supplier_contract is None else
era.exp_supplier_contract.name, era.exp_supplier_account,
exp_avg_months, exp_latest_supplier_bill_date])
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def site_content(site_id, start_date, finish_date, user, file_name):
sess = f = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
file_name, user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
site = Site.get_by_id(sess, site_id)
sites = sess.query(Site).filter(Site.id == site_id)
start_date_str = hh_format(start_date)
finish_date_str = hh_format(finish_date)
for site in sites:
writer.writerow(
[
"Site Code", "Site Name", "Associated Site Codes",
"Sources", "Generator Types", "From", "To", "Type",
"Date"] + list(map(str, range(1, 49))))
associates = ' '.join(
s.code for s in site.find_linked_sites(
sess, start_date, finish_date))
source_codes = set()
gen_types = set()
for supply in sess.query(Supply).join(Era).join(SiteEra).filter(
SiteEra.is_physical == true(), SiteEra.site == site,
Era.start_date <= finish_date, or_(
Era.finish_date == null(),
Era.finish_date >= start_date)).distinct().options(
joinedload(Supply.source),
joinedload(Supply.generator_type)):
source_codes.add(supply.source.code)
gen_type = supply.generator_type
if gen_type is not None:
gen_types.add(gen_type.code)
source_codes_str = ', '.join(sorted(source_codes))
gen_types_str = ', '.join(sorted(gen_types))
vals = None
for hh in site.hh_data(sess, start_date, finish_date):
hh_start = hh['start_date']
if hh_start.hour == 0 and hh_start.minute == 0:
if vals is not None:
writer.writerow(vals)
vals = [
site.code, site.name, associates, source_codes_str,
gen_types_str, start_date_str, finish_date_str, 'used',
hh_start.strftime('%Y-%m-%d')]
used_gen_kwh = hh['imp_gen'] - hh['exp_net'] - hh['exp_gen']
used_3p_kwh = hh['imp_3p'] - hh['exp_3p']
used_kwh = hh['imp_net'] + used_gen_kwh + used_3p_kwh
vals.append(str(round(used_kwh, 2)))
if vals is not None:
writer.writerow(vals)
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
f.write(msg)
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(year, supply_id, user):
f = sess = None
try:
sess = Session()
fname = ['crc', str(year), str(year + 1)]
if supply_id is None:
fname.append('all_supplies')
else:
fname.append('supply_' + str(supply_id))
running_name, finished_name = chellow.dloads.make_names(
'_'.join(fname) + '.csv', user)
f = open(running_name, "w")
ACTUAL_READ_TYPES = ['N', 'N3', 'C', 'X', 'CP']
f.write(
','.join(
(
'Chellow Supply Id', 'MPAN Core', 'Site Id', 'Site Name',
'From', 'To', 'NHH Breakdown', 'Actual HH Normal Days',
'Actual AMR Normal Days', 'Actual NHH Normal Days',
'Actual Unmetered Normal Days', 'Max HH Normal Days',
'Max AMR Normal Days', 'Max NHH Normal Days',
'Max Unmetered Normal Days', 'Total Actual Normal Days',
'Total Max Normal Days', 'Data Type', 'HH kWh', 'AMR kWh',
'NHH kWh', 'Unmetered kwh', 'HH Filled kWh',
'AMR Filled kWh', 'Total kWh', 'Note')) + '\n')
year_start = Datetime(year, 4, 1, tzinfo=pytz.utc)
year_finish = year_start + relativedelta(years=1) - HH
supplies = sess.query(Supply).join(Era).join(Source).filter(
Source.code.in_(('net', 'gen-net')), Era.imp_mpan_core != null(),
Era.start_date <= year_finish, or_(
Era.finish_date == null(),
Era.finish_date >= year_start)).distinct().order_by(Supply.id)
if supply_id is not None:
supply = Supply.get_by_id(sess, supply_id)
supplies = supplies.filter(Supply.id == supply.id)
meter_types = ('hh', 'amr', 'nhh', 'unmetered')
for supply in supplies:
total_kwh = dict([(mtype, 0) for mtype in meter_types])
filled_kwh = dict([(mtype, 0) for mtype in ('hh', 'amr')])
normal_days = dict([(mtype, 0) for mtype in meter_types])
max_normal_days = dict([(mtype, 0) for mtype in meter_types])
breakdown = ''
for era in sess.query(Era).filter(
Era.supply_id == supply.id, Era.start_date <= year_finish,
or_(
Era.finish_date == null(),
Era.finish_date >= year_start)):
meter_type = era.make_meter_category()
era_start = era.start_date
period_start = era_start \
if era_start > year_start else year_start
era_finish = era.finish_date
if hh_after(era_finish, year_finish):
period_finish = year_finish
else:
period_finish = era_finish
max_normal_days[meter_type] += (
(period_finish - period_start).total_seconds() +
60 * 30) / (60 * 60 * 24)
mpan_core = era.imp_mpan_core
site = sess.query(Site).join(SiteEra).filter(
SiteEra.is_physical == true(),
SiteEra.era_id == era.id).one()
if meter_type == 'nhh':
read_list = []
read_keys = {}
pairs = []
prior_pres_reads = iter(
sess.query(RegisterRead).join(Bill).join(BillType)
.join(RegisterRead.present_type).filter(
RegisterRead.units == 0,
ReadType.code.in_(ACTUAL_READ_TYPES),
Bill.supply == supply,
RegisterRead.present_date < period_start,
BillType.code != 'W').order_by(
RegisterRead.present_date.desc()))
prior_prev_reads = iter(
sess.query(RegisterRead).join(Bill).join(BillType)
.join(RegisterRead.previous_type).filter(
RegisterRead.units == 0,
ReadType.code.in_(ACTUAL_READ_TYPES),
Bill.supply == supply,
RegisterRead.previous_date < period_start,
BillType.code != 'W').order_by(
RegisterRead.previous_date.desc()))
next_pres_reads = iter(
sess.query(RegisterRead).join(Bill).join(BillType)
.join(RegisterRead.present_type).filter(
RegisterRead.units == 0,
ReadType.code.in_(ACTUAL_READ_TYPES),
Bill.supply == supply,
RegisterRead.present_date >= period_start,
BillType.code != 'W').order_by(
RegisterRead.present_date))
next_prev_reads = iter(
sess.query(RegisterRead).join(Bill).join(BillType).
join(RegisterRead.previous_type).filter(
RegisterRead.units == 0,
ReadType.code.in_(ACTUAL_READ_TYPES),
Bill.supply == supply,
RegisterRead.previous_date >= period_start,
BillType.code != 'W').order_by(
RegisterRead.previous_date))
for is_forwards in [False, True]:
if is_forwards:
pres_reads = next_pres_reads
prev_reads = next_prev_reads
read_list.reverse()
else:
pres_reads = prior_pres_reads
prev_reads = prior_prev_reads
prime_pres_read = None
prime_prev_read = None
while True:
while prime_pres_read is None:
try:
pres_read = next(pres_reads)
except StopIteration:
break
pres_date = pres_read.present_date
pres_msn = pres_read.msn
read_key = '_'.join([str(pres_date), pres_msn])
if read_key in read_keys:
continue
pres_bill = sess.query(Bill).join(BillType). \
filter(
Bill.reads.any(),
Bill.supply == supply,
Bill.finish_date >=
pres_read.bill.start_date,
Bill.start_date <=
pres_read.bill.finish_date,
BillType.code != 'W').order_by(
Bill.issue_date.desc(),
BillType.code).first()
if pres_bill != pres_read.bill:
continue
reads = dict(
(
read.tpr.code,
float(read.present_value) *
float(read.coefficient))
for read in sess.query(RegisterRead).
filter(
RegisterRead.units == 0,
RegisterRead.bill == pres_bill,
RegisterRead.present_date == pres_date,
RegisterRead.msn == pres_msn))
prime_pres_read = {
'date': pres_date, 'reads': reads,
'msn': pres_msn}
read_keys[read_key] = None
while prime_prev_read is None:
try:
prev_read = next(prev_reads)
except StopIteration:
break
prev_date = prev_read.previous_date
prev_msn = prev_read.msn
read_key = '_'.join([str(prev_date), prev_msn])
if read_key in read_keys:
continue
prev_bill = sess.query(Bill).join(BillType). \
filter(
Bill.reads.any(),
Bill.supply_id == supply.id,
Bill.finish_date >=
prev_read.bill.start_date,
Bill.start_date <=
prev_read.bill.finish_date,
BillType.code != 'W').order_by(
Bill.issue_date.desc(),
BillType.code).first()
if prev_bill != prev_read.bill:
continue
reads = dict(
(
read.tpr.code,
float(read.previous_value) *
float(read.coefficient))
for read in sess.query(RegisterRead).
filter(
RegisterRead.units == 0,
RegisterRead.bill_id == prev_bill.id,
RegisterRead.previous_date ==
prev_date,
RegisterRead.msn == prev_msn))
prime_prev_read = {
'date': prev_date, 'reads': reads,
'msn': prev_msn}
read_keys[read_key] = None
if prime_pres_read is None and \
prime_prev_read is None:
break
elif prime_pres_read is None:
read_list.append(prime_prev_read)
prime_prev_read = None
elif prime_prev_read is None:
read_list.append(prime_pres_read)
prime_pres_read = None
else:
if is_forwards:
if prime_pres_read['date'] <= \
prime_prev_read['date']:
read_list.append(prime_pres_read)
prime_pres_read = None
else:
read_list.append(prime_prev_read)
prime_prev_read = None
else:
if prime_prev_read['date'] >= \
prime_pres_read['date']:
read_list.append(prime_prev_read)
prime_prev_read = None
else:
read_list.append(prime_pres_read)
prime_pres_read = None
if len(read_list) > 1:
if is_forwards:
aft_read = read_list[-2]
fore_read = read_list[-1]
else:
aft_read = read_list[-1]
fore_read = read_list[-2]
if aft_read['msn'] == fore_read['msn'] and \
set(aft_read['reads'].keys()) == \
set(fore_read['reads'].keys()):
pair_start_date = aft_read['date'] + HH
pair_finish_date = fore_read['date']
num_hh = (
(
pair_finish_date + HH -
pair_start_date).total_seconds()
) / (30 * 60)
tprs = {}
for tpr_code, initial_val in \
aft_read['reads'].items():
end_val = fore_read['reads'][tpr_code]
kwh = end_val - initial_val
if kwh < 0:
digits = int(
math.log10(initial_val)) + 1
kwh = 10 ** digits + kwh
tprs[tpr_code] = kwh / num_hh
pairs.append(
{
'start-date': pair_start_date,
'finish-date': pair_finish_date,
'tprs': tprs})
if len(pairs) > 0 and \
(not is_forwards or (
is_forwards and
read_list[-1]['date'] >
period_finish)):
break
breakdown += 'read list - \n' + str(read_list) + "\n"
if len(pairs) == 0:
pairs.append(
{
'start-date': period_start,
'finish-date': period_finish,
'tprs': {'00001': 0}})
else:
for pair in pairs:
pair_start = pair['start-date']
pair_finish = pair['finish-date']
if pair_start >= year_start and \
pair_finish <= year_finish:
if pair_start > period_start:
block_start = pair_start
else:
block_start = period_start
if pair_finish < period_finish:
block_finish = pair_finish
else:
block_finish = period_finish
if block_start <= block_finish:
normal_days[meter_type] += (
(
block_finish - block_start
).total_seconds() +
60 * 30) / (60 * 60 * 24)
# smooth
for i in range(1, len(pairs)):
pairs[i - 1]['finish-date'] = pairs[i]['start-date'] \
- HH
# stretch
if pairs[0]['start-date'] > period_start:
pairs[0]['start-date'] = period_start
if pairs[-1]['finish-date'] < period_finish:
pairs[-1]['finish-date'] = period_finish
# chop
pairs = [
pair for pair in pairs
if not pair['start-date'] > period_finish and
not pair['finish-date'] < period_start]
# squash
if pairs[0]['start-date'] < period_start:
pairs[0]['start-date'] = period_start
if pairs[-1]['finish-date'] > period_finish:
pairs[-1]['finish-date'] = period_finish
for pair in pairs:
pair_hhs = (
(
pair['finish-date'] - pair['start-date']
).total_seconds() + 30 * 60) / (60 * 30)
pair['pair_hhs'] = pair_hhs
for tpr_code, pair_kwh in pair['tprs'].items():
total_kwh[meter_type] += pair_kwh * pair_hhs
breakdown += 'pairs - \n' + str(pairs)
elif meter_type in ('hh', 'amr'):
period_kwhs = list(
float(v[0]) for v in sess.query(HhDatum.value).
join(Channel).filter(
Channel.imp_related == true(),
Channel.channel_type == 'ACTIVE',
Channel.era == era,
HhDatum.start_date >= period_start,
HhDatum.start_date <= period_finish).order_by(
HhDatum.id))
year_kwhs = list(
float(v[0]) for v in sess.query(HhDatum.value).
join(Channel).join(Era).filter(
Channel.imp_related == true(),
Channel.channel_type == 'ACTIVE',
Era.supply == supply,
HhDatum.start_date >= year_start,
HhDatum.start_date <= year_finish).order_by(
HhDatum.id))
period_sum_kwhs = sum(period_kwhs)
year_sum_kwhs = sum(year_kwhs)
period_len_kwhs = len(period_kwhs)
year_len_kwhs = len(year_kwhs)
total_kwh[meter_type] += period_sum_kwhs
period_hhs = (
period_finish + HH - period_start
).total_seconds() / (60 * 30)
if year_len_kwhs > 0:
filled_kwh[meter_type] += year_sum_kwhs / \
year_len_kwhs * (period_hhs - period_len_kwhs)
normal_days[meter_type] += sess.query(
func.count(HhDatum.value)).join(Channel). \
filter(
Channel.imp_related == true(),
Channel.channel_type == 'ACTIVE',
Channel.era == era,
HhDatum.start_date >= period_start,
HhDatum.start_date <= period_finish,
HhDatum.status == 'A').one()[0] / 48
elif meter_type == 'unmetered':
bills = sess.query(Bill).filter(
Bill.supply == supply,
Bill.finish_date >= period_start,
Bill.start_date <= period_finish)
for bill in bills:
total_kwh[meter_type] += kwh
normal_days[meter_type] += (
(
period_finish - period_start).total_seconds() +
60 * 30) / (60 * 60 * 24)
# for full year 183
total_normal_days = sum(normal_days.values())
total_max_normal_days = sum(max_normal_days.values())
is_normal = total_normal_days / total_max_normal_days >= 183 / 365
f.write(
','.join(
'"' + str(val) + '"' for val in
[
supply.id, mpan_core, site.code, site.name,
hh_format(year_start), hh_format(year_finish),
breakdown] +
[
normal_days[type] for type in meter_types] +
[
max_normal_days[type] for type in meter_types] +
[
total_normal_days, total_max_normal_days,
"Actual" if is_normal else "Estimated"] +
[total_kwh[type] for type in meter_types] +
[filled_kwh[type] for type in ('hh', 'amr')] +
[sum(total_kwh.values()) + sum(filled_kwh.values()), '']) +
'\n')
# avoid a long running transaction
sess.rollback()
except:
msg = traceback.format_exc()
sys.stderr.write(msg + '\n')
f.write("Problem " + msg)
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
def content(start_date, finish_date, contract_id, user):
caches = {}
sess = f = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'virtual_bills.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
contract = Contract.get_supplier_by_id(sess, contract_id)
forecast_date = chellow.computer.forecast_date()
month_start = Datetime(
start_date.year, start_date.month, 1, tzinfo=pytz.utc)
month_finish = month_start + relativedelta(months=1) - HH
bill_titles = contract_func(
caches, contract, 'virtual_bill_titles', None)()
writer.writerow(
['MPAN Core', 'Site Code', 'Site Name', 'Account', 'From', 'To'] +
bill_titles)
while not month_start > finish_date:
period_start = start_date \
if month_start < start_date else month_start
if month_finish > finish_date:
period_finish = finish_date
else:
period_finish = month_finish
for era in sess.query(Era).distinct().filter(
or_(
Era.imp_supplier_contract_id == contract.id,
Era.exp_supplier_contract_id == contract.id),
Era.start_date <= period_finish,
or_(
Era.finish_date == null(),
Era.finish_date >= period_start)):
era_start = era.start_date
if period_start < era_start:
chunk_start = era_start
else:
chunk_start = period_start
era_finish = era.finish_date
if hh_after(period_finish, era_finish):
chunk_finish = era_finish
else:
chunk_finish = period_finish
polarities = []
if era.imp_supplier_contract == contract:
polarities.append(True)
if era.exp_supplier_contract == contract:
polarities.append(False)
for polarity in polarities:
vals = []
data_source = SupplySource(
sess, chunk_start, chunk_finish, forecast_date, era,
polarity, None, caches)
site = sess.query(Site).join(SiteEra).filter(
SiteEra.era == era,
SiteEra.is_physical == true()).one()
vals = [
data_source.mpan_core, site.code, site.name,
data_source.supplier_account,
hh_format(data_source.start_date),
hh_format(data_source.finish_date)]
contract_func(
caches, contract, 'virtual_bill', None)(data_source)
bill = data_source.supplier_bill
for title in bill_titles:
if title in bill:
val = str(bill[title])
del bill[title]
else:
val = ''
vals.append(val)
for k in sorted(bill.keys()):
vals.append(k)
vals.append(str(bill[k]))
writer.writerow(vals)
month_start += relativedelta(months=1)
month_finish = month_start + relativedelta(months=1) - HH
except BadRequest as e:
writer.writerow([e.description])
except:
writer.writerow([traceback.format_exc()])
finally:
if sess is not None:
sess.close()
f.close()
os.rename(running_name, finished_name)
def content(start_date, finish_date, g_contract_id, user):
report_context = {}
sess = None
try:
sess = Session()
running_name, finished_name = chellow.dloads.make_names(
'gas_virtual_bills.csv', user)
f = open(running_name, mode='w', newline='')
writer = csv.writer(f, lineterminator='\n')
g_contract = GContract.get_by_id(sess, g_contract_id)
forecast_date = chellow.computer.forecast_date()
month_start = Datetime(
start_date.year, start_date.month, 1, tzinfo=pytz.utc)
month_finish = month_start + relativedelta(months=1) - HH
bill_titles = chellow.computer.contract_func(
report_context, g_contract, 'virtual_bill_titles', None)()
writer.writerow(
[
'MPRN', 'Site Code', 'Site Name', 'Account', 'From', 'To'] +
bill_titles)
while not month_start > finish_date:
period_start = start_date \
if month_start < start_date else month_start
if month_finish > finish_date:
period_finish = finish_date
else:
period_finish = month_finish
for g_era in sess.query(GEra).distinct().filter(
or_(
GEra.imp_g_contract == g_contract,
GEra.exp_g_contract == g_contract),
GEra.start_date <= period_finish,
or_(
GEra.finish_date == null(),
GEra.finish_date >= period_start)):
g_era_start = g_era.start_date
if period_start < g_era_start:
chunk_start = g_era_start
else:
chunk_start = period_start
g_era_finish = g_era.finish_date
if hh_after(period_finish, g_era_finish):
chunk_finish = g_era_finish
else:
chunk_finish = period_finish
polarities = []
if g_era.imp_g_contract == g_contract:
polarities.append(True)
if g_era.exp_g_contract == g_contract:
polarities.append(False)
for polarity in polarities:
data_source = chellow.g_engine.DataSource(
sess, chunk_start, chunk_finish, forecast_date, g_era,
polarity, None, report_context)
site = sess.query(Site).join(SiteGEra).filter(
SiteGEra.g_era == g_era,
SiteGEra.is_physical == true()).one()
vals = [
data_source.mprn, site.code, site.name,
data_source.supplier_account,
hh_format(data_source.start_date),
hh_format(data_source.finish_date)]
chellow.computer.contract_func(
report_context, g_contract, 'virtual_bill',
None)(data_source)
bill = data_source.bill
for title in bill_titles:
if title in bill:
val = str(bill[title])
del bill[title]
else:
val = ''
vals.append(val)
for k in sorted(bill.keys()):
vals.append(k)
vals.append(str(bill[k]))
writer.writerow(vals)
month_start += relativedelta(months=1)
month_finish = month_start + relativedelta(months=1) - HH
except:
msg = traceback.format_exc()
sys.stderr.write(msg)
writer.writerow([msg])
finally:
if sess is not None:
sess.close()
if f is not None:
f.close()
os.rename(running_name, finished_name)
