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get_data_to_db.py
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get_data_to_db.py
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from model import db, WellMonthRates, Base, WellWorkDates, WellFormation, WellPad, WellTRPressure, WellBHPPressure
import csv
from datetime import datetime, timedelta
from sqlalchemy.orm import sessionmaker
from sqlalchemy import create_engine
from config import SQLALCHEMY_DATABASE_URI
engine = create_engine(SQLALCHEMY_DATABASE_URI, echo=True)
Base.metadata.create_all(engine)
Session = sessionmaker(bind=engine)
session = Session()
def save_work_dates(well_id, name, start_date, stop_date):
well_start_date = session.query(WellWorkDates).filter_by(well_id = well_id, start_date=start_date).count()
if not well_start_date:
well_date = WellWorkDates(well_id=well_id, name=name, start_date=start_date, stop_date=stop_date)
session.add(well_date)
"""
Функция для записи в локальную БД информацию о периодах работы скважин. Это необхродимо для
корректного отображения информации
"""
def save_form_dates(well_id, name, form, perf_form_date, shut_form_date):
well_perf_date = session.query(WellFormation).filter_by(well_id = well_id, perf_form_date=perf_form_date).count()
name_form={'PL4030': 'АЧ3-4',
'PL0324': 'ПК 7-9',
'PL0314': 'ПК 5-9',
'PL0826': 'БЯ 24',
'PL0827': 'PZ',
'PL0801': 'ТП 0',
'PL0802': 'XM 1',
'PL0803': 'XM 3',
'PL0807': 'БЯ 23',
'PL0808': 'БЯ 22',
'PL0809': 'Ю 2-6',
'PL0810': 'НП 8',
'PL0811': 'НП 7',
'PL0813': 'НП 5-1',
'PL0814': 'НП 4',
'PL0815': 'НП 2-3',
'PL0816': 'НП 1',
'PL0818': 'ТП 1-4',
'PL0182': 'АЧ4',
'PL0077': 'Ю1',
'PL0092': 'ПК1',
'PL0116': 'АЧ 5-2-3',
'PL0113': 'АЧ 5',
'PL0114': 'АЧ 6-0',
'PL0115': 'АЧ 5-1',
'PL0846': 'БЯ 27',
'PL0847': 'НП 1-12'}
if not well_perf_date:
well_date = WellFormation(well_id=well_id, name=name, form = name_form[form],
perf_form_date=perf_form_date, shut_form_date=shut_form_date)
session.add(well_date)
"""
Функция для записи в локальную БД информацию о том когда и на какой пласт работа та или инная скважина.
Необходмо для корректного учета добытых углеводородов.
"""
def save_well_pads(well_id, pad):
well_pad = session.query(WellPad).filter_by(well_id = well_id).count()
if not well_pad:
well_date = WellPad(well_id=well_id, pad = pad)
session.add(well_date)
"""
Функция для записи в локальную БД информацию о том с какого куста пробуренны скважины
"""
def save_tr_pressures(well_id, date, buff_pressure, annular_pressure, line_pressure):
well_tr = session.query(WellTRPressure).filter_by(well_id = well_id, date=date).count()
if not well_tr:
well_date = WellTRPressure(well_id=well_id, date=date, buff_pressure=buff_pressure,
annular_pressure=annular_pressure, line_pressure=line_pressure)
session.add(well_date)
"""
Функция для записи в локальную БД информацию о технологических режимах скважин, а именно буферное, затрубное
и линейное давление
"""
def save_bhp_pressures(well_id, date, bhp, form_pressure1, form_pressure2):
well_bhp = session.query(WellBHPPressure).filter_by(well_id = well_id, date=date).count()
if not well_bhp:
well_date = WellBHPPressure(well_id=well_id, date=date, bhp=bhp, form_pressure1=form_pressure1,
form_pressure2=form_pressure2)
session.add(well_date)
"""
Функция для записи в локальную БД информацию о технологических режимах скважин, а именно забойное давление
и пластовое даление
"""
def save_month_rate(well_id, name, date, gor, wc,
oil, gas, water, injection, oil_cum, gas_cum, water_cum, injection_cum, liquid_form,
liquid_form_cum, gas_form, gas_form_cum, injection_form, injection_form_cum, work_time, work_time_cum):
well_month_exists = session.query(WellMonthRates).filter_by(well_id = well_id, date = datetime.strptime(date, '%Y%m%d')).count()
if not well_month_exists:
well_date = WellMonthRates(
well_id=well_id,
name=name,
date=date,
gor=gor,
wc=wc,
oil=oil,
gas=gas,
water=water,
injection=injection,
oil_cum=oil_cum,
gas_cum=gas_cum,
water_cum=water_cum,
injection_cum=injection_cum,
liquid_form =liquid_form,
liquid_form_cum =liquid_form_cum,
gas_form = gas_form,
gas_form_cum = gas_form_cum,
injection_form = injection_form,
injection_form_cum = injection_form_cum,
work_time=work_time,
work_time_cum=work_time_cum)
session.add(well_date)
"""
Функция для записи в локальную БД месячных показателей работы скважин. Добыча нефти, газа, воды, закачка
и время работы за месяц в часах.
"""
with open('ois\merfond.csv', 'r', encoding = 'utf-8-sig') as f:
mer = csv.DictReader(f, delimiter = ';')
for line in mer:
well_id = line['SK_1']
if float(well_id) >= 500000000 and float(well_id) <= 500999900:
save_month_rate(
well_id = well_id,
name=line['S1_1'],
date=line['DT_1'],
gor=line['GF_1'],
wc=line['SW_1'],
oil=(float(line['N1_1'])+float(line['K1_1'])),
gas=(float(line['G1_1'])+float(line['H1_1'])),
water=line['V1_1'],
injection=line['Z1_1'],
oil_cum=(float(line['N3_1'])+float(line['K3_1'])),
gas_cum=(float(line['G3_1'])+float(line['H3_1'])),
water_cum=line['V3_1'],
injection_cum=line['Z3_1'],
liquid_form =line['J1_1'],
liquid_form_cum =line['J3_1'],
gas_form =line['H1_1'],
gas_form_cum =line['H3_1'],
injection_form =line['X1_1'],
injection_form_cum =line['X3_1'],
work_time=line['TR_1'],
work_time_cum=line['TEKSR_1']
)
"""
Чтение файла с месячными показателями работы скважин. Добыча нефти, газа, воды, закачка
и время работы за месяц в часах
"""
with open('ois\well_op.csv', 'r', encoding = 'utf-8-sig') as w:
tr = csv.DictReader(w, delimiter = ';')
for line in tr:
well_id = line['WELL_ID']
if float(well_id) >= 500000000 and float(well_id) <= 500999900:
save_tr_pressures(
well_id = well_id,
date=line['CALC_DATE'],
buff_pressure=line['BUFFER_PRESSURE'],
annular_pressure=line['CASING_PRESSURE'],
line_pressure=line['INLINE_PRESSURE']
)
"""
Чтение файла с ТехРежимами
"""
with open('ois\well_layer_op.csv', 'r', encoding = 'utf-8-sig') as w:
tr = csv.DictReader(w, delimiter = ';')
for line in tr:
well_id = line['WELL_ID']
if float(well_id) >= 500000000 and float(well_id) <= 500999900:
save_bhp_pressures(
well_id = well_id,
date=line['CALC_DATE'],
bhp=line['LAYER_FLOW_PRESSURE_CALC'],
form_pressure1=line['VDP_PRESSURE'],
form_pressure2=line['INIT_SHUT_PRESSURE']
)
"""
Чтение файла с забойным и пластовым давлением
"""
with open('ois\wellop.v_well_ful.csv', 'r', encoding = 'utf-8-sig') as p:
pads = csv.DictReader(p, delimiter = ';')
for line in pads:
save_well_pads(
well_id = line['WELL_ID'],
pad = line['KS_1']
)
"""
Чтение файла с кустами
"""
with open('ois\db70.rabpl.csv', 'r', encoding = 'utf-8-sig') as f:
form = csv.DictReader(f, delimiter = ';')
for line in form:
well_id = line['SK_1']
if float(well_id) >= 500000000 and float(well_id) <= 500999900:
if line['D2_1'] == '99999999':
shut_form_date = datetime.today() # datetime.strptime('00010101', '%Y%m%d')
else:
shut_form_date = datetime.strptime(line['D2_1'], '%Y%m%d')
save_form_dates(
well_id = well_id,
form =line['PL_1'],
name=line['S1_1'],
perf_form_date = datetime.strptime(line['DZ_1'], '%Y%m%d'),
shut_form_date = shut_form_date
)
"""
Чтение файла с информацией о пластах на которые работали скважины
"""
with open('ois\db70.sost.csv', 'r', encoding = 'utf-8-sig') as f:
sost = csv.DictReader(f, delimiter = ';')
for line in sost:
well_id = line['SK_1']
if float(well_id) >= 500000000 and float(well_id) <= 500999900 and line['SS_1'] == 'SS0001':
if line['D2_1'] == '99999999':
stop_date = datetime.strptime('00010101', '%Y%m%d')
else:
stop_date = datetime.strptime(line['D2_1'], '%Y%m%d')
save_work_dates(
well_id = well_id,
name=line['S1_1'],
start_date = datetime.strptime(line['DZ_1'], '%Y%m%d'),
stop_date = stop_date
)
"""
Чтение файла с периодами работы
"""
session.commit()