From 32bbe3ddcd001ae664e020d7eb07985cebc81c77 Mon Sep 17 00:00:00 2001 From: xinzish Date: Wed, 31 Dec 2025 16:11:28 +0800 Subject: [PATCH] fix bug and refine ,end of 2025 --- .env | 11 + api/__init__.py | 6 +- api/inp_in.py | 2 +- api/inp_out.py | 2 +- api/postgresql_info.py | 36 + api/project.py | 120 +- api/project_backup.py | 152 +++ api/s34_sa_cal.py | 2 +- api_ex/burst_locate_SCADA.py | 2408 +++++++++++++++++++++++++++++++++ api_ex/kmeans_sensor.py | 109 ++ build_pyd_singelfile.py | 6 + epanet/apply_valve_renames.py | 85 ++ epanet/epanet.py | 6 +- epanet/epanet2.dll | Bin 466944 -> 367752 bytes epanet/fix_inp_nonascii.py | 64 + epanet/fix_valve_ids.py | 144 ++ epanet/fix_valve_ids2.py | 65 + epanet/runepanet.exe | Bin 139776 -> 109704 bytes main.py | 2 +- online_Analysis.py | 2 +- project_info.py | 2 +- run_server.py | 18 + startfastapiserver.bat | 6 +- 23 files changed, 3180 insertions(+), 68 deletions(-) create mode 100644 .env create mode 100644 api/postgresql_info.py create mode 100644 api/project_backup.py create mode 100644 api_ex/burst_locate_SCADA.py create mode 100644 api_ex/kmeans_sensor.py create mode 100644 build_pyd_singelfile.py create mode 100644 epanet/apply_valve_renames.py create mode 100644 epanet/fix_inp_nonascii.py create mode 100644 epanet/fix_valve_ids.py create mode 100644 epanet/fix_valve_ids2.py create mode 100644 run_server.py diff --git a/.env b/.env new file mode 100644 index 0000000..d93d123 --- /dev/null +++ b/.env @@ -0,0 +1,11 @@ +DB_NAME=szh +DB_HOST=127.0.0.1 +DB_PORT=5433 +DB_USER=tjwater +DB_PASSWORD=Tjwater@123456 + +TIMESCALEDB_DB_NAME=szh +TIMESCALEDB_DB_HOST=127.0.0.1 +TIMESCALEDB_DB_PORT=5435 +TIMESCALEDB_DB_USER=tjwater +TIMESCALEDB_DB_PASSWORD=Tjwater@123456 \ No newline at end of file diff --git a/api/__init__.py b/api/__init__.py index dbb8ab3..3981d3e 100644 --- a/api/__init__.py +++ b/api/__init__.py @@ -1,6 +1,6 @@ -from .project import list_project, have_project, create_project, delete_project, clean_project -from .project import is_project_open, open_project, close_project -from .project import copy_project +from .project_backup import list_project, have_project, create_project, delete_project, clean_project +from .project_backup import is_project_open, open_project, close_project +from .project_backup import copy_project #DingZQ, 2024-12-28, convert inp v3 to v2 from .inp_in import read_inp, import_inp, convert_inp_v3_to_v2 diff --git a/api/inp_in.py b/api/inp_in.py index f0a0ef7..ac77464 100644 --- a/api/inp_in.py +++ b/api/inp_in.py @@ -1,6 +1,6 @@ import datetime import os -from .project import * +from .project_backup import * from .database import ChangeSet, write from .sections import * from .s0_base import get_region_type diff --git a/api/inp_out.py b/api/inp_out.py index aa7de7e..6cf3f0d 100644 --- a/api/inp_out.py +++ b/api/inp_out.py @@ -1,5 +1,5 @@ import os -from .project import * +from .project_backup import * from .database import ChangeSet from .sections import * from .s1_title import inp_out_title diff --git a/api/postgresql_info.py b/api/postgresql_info.py new file mode 100644 index 0000000..be5b0c4 --- /dev/null +++ b/api/postgresql_info.py @@ -0,0 +1,36 @@ +from dotenv import load_dotenv +import os + +load_dotenv() + +pg_name = os.getenv("DB_NAME") +pg_host = os.getenv("DB_HOST") +pg_port = os.getenv("DB_PORT") +pg_user = os.getenv("DB_USER") +pg_password = os.getenv("DB_PASSWORD") + + +def get_pgconn_string( + db_name=pg_name, + db_host=pg_host, + db_port=pg_port, + db_user=pg_user, + db_password=pg_password, +): + """返回 PostgreSQL 连接字符串""" + return f"dbname={db_name} host={db_host} port={db_port} user={db_user} password={db_password}" + + +def get_pg_config(): + """返回 PostgreSQL 配置变量的字典""" + return { + "name": pg_name, + "host": pg_host, + "port": pg_port, + "user": pg_user, + } + + +def get_pg_password(): + """返回密码(谨慎使用)""" + return pg_password diff --git a/api/project.py b/api/project.py index c18062f..40b7e34 100644 --- a/api/project.py +++ b/api/project.py @@ -2,142 +2,157 @@ import os import psycopg as pg from psycopg.rows import dict_row from .connection import g_conn_dict as conn +from .postgresql_info import get_pgconn_string, get_pg_config, get_pg_password # no undo/redo -_server_databases = ['template0', 'template1', 'postgres', 'project'] +_server_databases = ["template0", "template1", "postgres", "project"] def list_project() -> list[str]: ps = [] - with pg.connect(conninfo="dbname=postgres host=127.0.0.1", autocommit=True) as conn: + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: with conn.cursor(row_factory=dict_row) as cur: - for p in cur.execute(f"select datname from pg_database where datname <> 'postgres' and datname <> 'template0' and datname <> 'template1' and datname <> 'project'"): - ps.append(p['datname']) + for p in cur.execute( + f"select datname from pg_database where datname <> 'postgres' and datname <> 'template0' and datname <> 'template1' and datname <> 'project'" + ): + ps.append(p["datname"]) return ps def have_project(name: str) -> bool: - with pg.connect(conninfo="dbname=postgres host=127.0.0.1", autocommit=True) as conn: + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: with conn.cursor() as cur: cur.execute(f"select * from pg_database where datname = '{name}'") return cur.rowcount > 0 def copy_project(source: str, new: str) -> None: - with pg.connect(conninfo="dbname=postgres host=127.0.0.1", autocommit=True) as conn: + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: with conn.cursor() as cur: cur.execute(f'create database "{new}" with template = {source}') + # 2025-02-07, WMH # copyproject会把pg中operation这个表的全部内容也加进去,我们实际项目运行一周后operation这个表会变得特别大,导致CopyProject花费的时间很长,CopyProjectEx把operation的在复制时没有一块复制过去,节省时间 class CopyProjectEx: - @ staticmethod + @staticmethod def create_database(connection, new_db): with connection.cursor() as cursor: cursor.execute(f'create database "{new_db}"') connection.commit() @staticmethod - def execute_pg_dump(hostname, source_db, exclude_table_list): - dump_command_structure = ( - f'pg_dump -h {hostname} -F c -s -f source_db_structure.dump {source_db}' - ) + def execute_pg_dump(source_db, exclude_table_list): + + os.environ["PGPASSWORD"] = get_pg_password() # 设置密码环境变量 + pg_config = get_pg_config() + host = pg_config["host"] + port = pg_config["port"] + user = pg_config["user"] + dump_command_structure = f"pg_dump -h {host} -p {port} -U {user} -F c -s -f source_db_structure.dump {source_db}" os.system(dump_command_structure) if exclude_table_list is not None: - exclude_table = ' '.join(['-T {}'.format(i) for i in exclude_table_list]) - dump_command_db = ( - f'pg_dump -h {hostname} -F c -a {exclude_table} -f source_db.dump {source_db}' - ) + exclude_table = " ".join(["-T {}".format(i) for i in exclude_table_list]) + dump_command_db = f"pg_dump -h {host} -p {port} -U {user} -F c -a {exclude_table} -f source_db.dump {source_db}" else: - dump_command_db = ( - f'pg_dump -h {hostname} -F c -a -f source_db.dump {source_db}' - ) + dump_command_db = f"pg_dump -h {host} -p {port} -U {user} -F c -a -f source_db.dump {source_db}" os.system(dump_command_db) @staticmethod - def execute_pg_restore(hostname, new_db): - restore_command_structure = ( - f'pg_restore -h {hostname} -d {new_db} source_db_structure.dump' - ) + def execute_pg_restore(new_db): + os.environ["PGPASSWORD"] = get_pg_password() # 设置密码环境变量 + pg_config = get_pg_config() + host = pg_config["host"] + port = pg_config["port"] + user = pg_config["user"] + restore_command_structure = f"pg_restore -h {host} -p {port} -U {user} -d {new_db} source_db_structure.dump" os.system(restore_command_structure) restore_command_db = ( - f'pg_restore -h {hostname} -d {new_db} source_db.dump' + f"pg_restore -h {host} -p {port} -U {user} -d {new_db} source_db.dump" ) os.system(restore_command_db) @staticmethod def init_operation_table(connection, excluded_table): with connection.cursor() as cursor: - if 'operation' in excluded_table: - insert_query \ - = "insert into operation (id, redo, undo, redo_cs, undo_cs) values (0, '', '', '', '')" + if "operation" in excluded_table: + insert_query = "insert into operation (id, redo, undo, redo_cs, undo_cs) values (0, '', '', '', '')" cursor.execute(insert_query) - if 'current_operation' in excluded_table: - insert_query \ - = "insert into current_operation (id) values (0)" + if "current_operation" in excluded_table: + insert_query = "insert into current_operation (id) values (0)" cursor.execute(insert_query) - if 'restore_operation' in excluded_table: - insert_query \ - = "insert into restore_operation (id) values (0)" + if "restore_operation" in excluded_table: + insert_query = "insert into restore_operation (id) values (0)" cursor.execute(insert_query) - if 'batch_operation' in excluded_table: - insert_query \ - = "insert into batch_operation (id, redo, undo, redo_cs, undo_cs) values (0, '', '', '', '')" + if "batch_operation" in excluded_table: + insert_query = "insert into batch_operation (id, redo, undo, redo_cs, undo_cs) values (0, '', '', '', '')" cursor.execute(insert_query) - if 'operation_table' in excluded_table: - insert_query \ - = "insert into operation_table (option) values ('operation')" + if "operation_table" in excluded_table: + insert_query = ( + "insert into operation_table (option) values ('operation')" + ) cursor.execute(insert_query) connection.commit() - def __call__(self, source: str, new: str, excluded_table: [str] = None) -> None: - connection = pg.connect(conninfo="dbname=postgres host=127.0.0.1", autocommit=True) + def __call__(self, source: str, new_db: str, excluded_tables: [str] = None) -> None: + source_connection = pg.connect(conninfo=get_pgconn_string(), autocommit=True) - self.create_database(connection, new) - self.execute_pg_dump('127.0.0.1', source, excluded_table) - self.execute_pg_restore('127.0.0.1', new) + self.create_database(source_connection, new_db) - connection = pg.connect(conninfo=f"dbname='{new}' host=127.0.0.1", autocommit=True) - self.init_operation_table(connection, excluded_table) + self.execute_pg_dump(source, excluded_tables) + self.execute_pg_restore(new_db) + source_connection.close() + + new_db_connection = pg.connect( + conninfo=get_pgconn_string(db_name=new_db), autocommit=True + ) + self.init_operation_table(new_db_connection, excluded_tables) + new_db_connection.close() def create_project(name: str) -> None: - return copy_project('project', name) + return copy_project("project", name) def delete_project(name: str) -> None: - with pg.connect(conninfo="dbname=postgres host=127.0.0.1", autocommit=True) as conn: + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: with conn.cursor() as cur: - cur.execute(f"select pg_terminate_backend(pid) from pg_stat_activity where datname = '{name}'") + cur.execute( + f"select pg_terminate_backend(pid) from pg_stat_activity where datname = '{name}'" + ) cur.execute(f'drop database "{name}"') def clean_project(excluded: list[str] = []) -> None: projects = list_project() - with pg.connect(conninfo="dbname=postgres host=127.0.0.1", autocommit=True) as conn: + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: with conn.cursor(row_factory=dict_row) as cur: row = cur.execute(f"select current_database()").fetchone() if row != None: - current_db = row['current_database'] + current_db = row["current_database"] if current_db in projects: projects.remove(current_db) for project in projects: if project in _server_databases or project in excluded: continue - cur.execute(f"select pg_terminate_backend(pid) from pg_stat_activity where datname = '{project}'") + cur.execute( + f"select pg_terminate_backend(pid) from pg_stat_activity where datname = '{project}'" + ) cur.execute(f'drop database "{project}"') def open_project(name: str) -> None: if name not in conn: - conn[name] = pg.connect(conninfo=f"dbname={name} host=127.0.0.1", autocommit=True) + conn[name] = pg.connect( + conninfo=get_pgconn_string(db_name=name), autocommit=True + ) def is_project_open(name: str) -> bool: @@ -148,4 +163,3 @@ def close_project(name: str) -> None: if name in conn: conn[name].close() del conn[name] - diff --git a/api/project_backup.py b/api/project_backup.py new file mode 100644 index 0000000..85508de --- /dev/null +++ b/api/project_backup.py @@ -0,0 +1,152 @@ +import os +import psycopg as pg +from psycopg.rows import dict_row +from .connection import g_conn_dict as conn +from .postgresql_info import get_pgconn_string +# no undo/redo + +_server_databases = ['template0', 'template1', 'postgres', 'project'] + + +def list_project() -> list[str]: + ps = [] + + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: + with conn.cursor(row_factory=dict_row) as cur: + for p in cur.execute(f"select datname from pg_database where datname <> 'postgres' and datname <> 'template0' and datname <> 'template1' and datname <> 'project'"): + ps.append(p['datname']) + return ps + + +def have_project(name: str) -> bool: + with pg.connect(conninfo=get_pgconn_string(db_name=name), autocommit=True) as conn: + with conn.cursor() as cur: + cur.execute(f"select * from pg_database where datname = '{name}'") + return cur.rowcount > 0 + + +def copy_project(source: str, new: str) -> None: + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: + with conn.cursor() as cur: + cur.execute(f'create database "{new}" with template = {source}') + +# 2025-02-07, WMH +# copyproject会把pg中operation这个表的全部内容也加进去,我们实际项目运行一周后operation这个表会变得特别大,导致CopyProject花费的时间很长,CopyProjectEx把operation的在复制时没有一块复制过去,节省时间 +class CopyProjectEx: + @ staticmethod + def create_database(connection, new_db): + with connection.cursor() as cursor: + cursor.execute(f'create database "{new_db}"') + connection.commit() + + @staticmethod + def execute_pg_dump(hostname, source_db, exclude_table_list): + dump_command_structure = ( + f'pg_dump -h {hostname} -F c -s -f source_db_structure.dump {source_db}' + ) + os.system(dump_command_structure) + + if exclude_table_list is not None: + exclude_table = ' '.join(['-T {}'.format(i) for i in exclude_table_list]) + dump_command_db = ( + f'pg_dump -h {hostname} -F c -a {exclude_table} -f source_db.dump {source_db}' + ) + else: + dump_command_db = ( + f'pg_dump -h {hostname} -F c -a -f source_db.dump {source_db}' + ) + os.system(dump_command_db) + + @staticmethod + def execute_pg_restore(hostname, new_db): + restore_command_structure = ( + f'pg_restore -h {hostname} -d {new_db} source_db_structure.dump' + ) + os.system(restore_command_structure) + + restore_command_db = ( + f'pg_restore -h {hostname} -d {new_db} source_db.dump' + ) + os.system(restore_command_db) + + @staticmethod + def init_operation_table(connection, excluded_table): + with connection.cursor() as cursor: + if 'operation' in excluded_table: + insert_query \ + = "insert into operation (id, redo, undo, redo_cs, undo_cs) values (0, '', '', '', '')" + cursor.execute(insert_query) + + if 'current_operation' in excluded_table: + insert_query \ + = "insert into current_operation (id) values (0)" + cursor.execute(insert_query) + + if 'restore_operation' in excluded_table: + insert_query \ + = "insert into restore_operation (id) values (0)" + cursor.execute(insert_query) + + if 'batch_operation' in excluded_table: + insert_query \ + = "insert into batch_operation (id, redo, undo, redo_cs, undo_cs) values (0, '', '', '', '')" + cursor.execute(insert_query) + + if 'operation_table' in excluded_table: + insert_query \ + = "insert into operation_table (option) values ('operation')" + cursor.execute(insert_query) + connection.commit() + + def __call__(self, source: str, new: str, excluded_table: [str] = None) -> None: + connection = pg.connect(conninfo=get_pgconn_string(), autocommit=True) + + self.create_database(connection, new) + self.execute_pg_dump('127.0.0.1', source, excluded_table) + self.execute_pg_restore('127.0.0.1', new) + + connection = pg.connect(conninfo=get_pgconn_string(db_name=new), autocommit=True) + self.init_operation_table(connection, excluded_table) + + +def create_project(name: str) -> None: + return copy_project('project', name) + + +def delete_project(name: str) -> None: + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: + with conn.cursor() as cur: + cur.execute(f"select pg_terminate_backend(pid) from pg_stat_activity where datname = '{name}'") + cur.execute(f'drop database "{name}"') + + +def clean_project(excluded: list[str] = []) -> None: + projects = list_project() + with pg.connect(conninfo=get_pgconn_string(), autocommit=True) as conn: + with conn.cursor(row_factory=dict_row) as cur: + row = cur.execute(f"select current_database()").fetchone() + if row != None: + current_db = row['current_database'] + if current_db in projects: + projects.remove(current_db) + for project in projects: + if project in _server_databases or project in excluded: + continue + cur.execute(f"select pg_terminate_backend(pid) from pg_stat_activity where datname = '{project}'") + cur.execute(f'drop database "{project}"') + + +def open_project(name: str) -> None: + if name not in conn: + conn[name] = pg.connect(conninfo=get_pgconn_string(db_name=name), autocommit=True) + + +def is_project_open(name: str) -> bool: + return name in conn + + +def close_project(name: str) -> None: + if name in conn: + conn[name].close() + del conn[name] + diff --git a/api/s34_sa_cal.py b/api/s34_sa_cal.py index 1a6faf1..c72a2a5 100644 --- a/api/s34_sa_cal.py +++ b/api/s34_sa_cal.py @@ -1,6 +1,6 @@ import os import ctypes -from .project import have_project +from .project_backup import have_project from .inp_out import dump_inp def calculate_service_area(name: str) -> list[dict[str, list[str]]]: diff --git a/api_ex/burst_locate_SCADA.py b/api_ex/burst_locate_SCADA.py new file mode 100644 index 0000000..3bcda18 --- /dev/null +++ b/api_ex/burst_locate_SCADA.py @@ -0,0 +1,2408 @@ +import networkx +import pandas +import wntr +import numpy as np +import pandas as pd +import math +import copy +import sys +import networkx as nx +import pymetis +import influxdb_api +from datetime import datetime +import random +import itertools +import os +from tjnetwork import * +from api.project_backup import CopyProjectEx +import simulation +import globals +import influxdb_api +import concurrent.futures +from datetime import datetime, timedelta, timezone +import matplotlib.pyplot as plt + +def manually_get_burst_time_SCADA_pressure(name: str, manually_burst_time: str, scheme_Type: str, scheme_Name: str): + """ + 手动模拟爆管时,获取对应的SCADA数据 + :param name: 数据库名称 + :param manually_burst_time: 手动模拟爆管时间,格式为 '2024-11-24T17:30:00+08:00' + :param scheme_Type: 方案类型 + :param scheme_Name: 方案名称 + :return: + """ + influxdb_api.query_corresponding_query_id_and_element_id(name=name) + pressure_api_query_ids_list = list(globals.scheme_pressure_ids.keys()) + # print(pressure_api_query_ids_list) + + # 用节点作为SCADA压力监测点名称 + pressure_SCADA_IDs_list = [list(globals.scheme_pressure_ids.values())] + # print(pressure_SCADA_IDs_list) + # pressure_SCADA_IDs_list替换sensor_name + # pressure_SCADA_IDs_list = list(pressure_SCADA_IDs_list) + + # normal_SCADA_pressure替换predicted_p + normal_SCADA_pressure = influxdb_api.query_SCADA_data_by_device_ID_and_time( + query_ids_list=pressure_api_query_ids_list, query_time=manually_burst_time + ) + # print(normal_SCADA_pressure) + # 用 scheme_pressure_ids 中对应的value替换字典中的key,并且将原字典中的value转换为数字后乘以100 + normal_SCADA_pressure = { + globals.scheme_pressure_ids.get(k, k): (float(v) * 100 if v is not None else None) + for k, v in normal_SCADA_pressure.items() + } + # print(normal_SCADA_pressure) + normal_SCADA_pressure = pd.Series(normal_SCADA_pressure) + + # burst_SCADA_pressure替换leak_monitored + burst_SCADA_pressure = influxdb_api.query_scheme_SCADA_data_by_device_ID_and_time( + query_ids_list=pressure_SCADA_IDs_list, query_time=manually_burst_time, scheme_Type=scheme_Type, + scheme_Name=scheme_Name + ) + # print(burst_SCADA_pressure) + burst_SCADA_pressure = { + globals.scheme_pressure_ids.get(k, k): (float(v) if v is not None else None) + for k, v in burst_SCADA_pressure.items() + } + print(burst_SCADA_pressure) + burst_SCADA_pressure = pd.Series(burst_SCADA_pressure) + return burst_SCADA_pressure, pressure_SCADA_IDs_list, normal_SCADA_pressure + + +# 2025/03/22 +def manually_get_burst_flow(scheme_Type: str, scheme_Name: str, burst_start_time: str, + bucket1: str="scheme_simulation_result", bucket2: str="SCADA_data") -> float: + """ + 进行手动模拟时,用(模拟得到的流量 - 前一时刻正常的SCADA流量)作为爆管流量 + :param scheme_Type: 方案类型 + :param scheme_Name: 方案名称 + :param burst_start_time: 方案模拟开始时间,格式为 '2024-11-24T17:30:00+08:00'。 + :param bucket1: 方案模拟数据存储的 bucket 名称。 + :param bucket2: SCADA数据存储的 bucket 名称。 + :return: 最后返回 m3/s为单位的的漏损水量 + """ + client = influxdb_api.get_new_client() + if not client.ping(): + print("{} -- Failed to connect to InfluxDB.".format(datetime.now().strftime('%Y-%m-%d %H:%M:%S'))) + + query_api = client.query_api() + # 将北京时间转换为 UTC 时间 + beijing_time = datetime.fromisoformat(burst_start_time) + utc_time = beijing_time.astimezone(timezone.utc) + utc_scheme_start_time = utc_time - timedelta(seconds=1) + utc_scheme_stop_time = utc_time + timedelta(seconds=1) + # 构建 Flux 查询语句 + flux_query1 = f''' + from(bucket: "{bucket1}") + |> range(start: {utc_scheme_start_time.isoformat()}, stop: {utc_scheme_stop_time.isoformat()}) + |> filter(fn: (r) => r["scheme_Type"] == "{scheme_Type}" and r["scheme_Name"] == "{scheme_Name}" and r["_measurement"] == "scheme_source_outflow") + ''' + table1 = query_api.query(flux_query1) + result1 = [] + for table in table1: + for record in table.records: + result1.append({ + "device_ID": record["device_ID"], + "value": float(record["_value"]) * 3.6 # L/s 转换为 m3/h + }) + # print(result1) + scheme_sim_flow = sum(item['value'] for item in result1) + # print(scheme_sim_flow) + + # 构建查询 SCADA 数据的 Flux 语句 + flux_query2 = f''' + from(bucket: "{bucket2}") + |> range(start: {utc_scheme_start_time.isoformat()}, stop: {utc_scheme_stop_time.isoformat()}) + |> filter(fn: (r) => r["_measurement"] == "source_outflow_realtime") + ''' + table2 = query_api.query(flux_query2) + result2 = [] + for table in table2: + for record in table.records: + result2.append({ + "device_ID": record["device_ID"], + "value": float(record["_value"]) + }) + # print(result2) + scada_flow = sum(item['value'] for item in result2) + # print(scada_flow) + client.close() + + burst_flow = (scheme_sim_flow - scada_flow) / 3600 + return burst_flow + + +# 2025/03/25 +def cal_if_detect(burst_SCADA_pressure: pd.Series, normal_SCADA_pressure: pd.Series, min_dpressure: float): + """ + 判断是否开始监测 + :param burst_SCADA_pressure: 爆管时刻各压力表数值 + :param normal_SCADA_pressure: 正常时刻各压力表数值 + :param min_dpressure: 设定的压降值阈值,单位m + :return: + """ + + dpressure = normal_SCADA_pressure - burst_SCADA_pressure + print(dpressure) + # print(dpressure.loc['J06198']) + max_dpressure = dpressure.max() + max_dpressure_index = dpressure.idxmax() + print(max_dpressure_index) + print('max_dpressure', max_dpressure,type(max_dpressure)) + print('min_dpressure', min_dpressure,type(min_dpressure)) + + if max_dpressure >= min_dpressure: + if_detect = 1 + tag = '压降在识别范围内,开始识别。' + + else: + if_detect = 0 + tag = '爆管造成的的压力下降小于设定值,故不展开识别。' + + print(tag) + return if_detect, tag + + +## Simulation Module +# load inp +def load_inp(name: str, before_burst_time: str) -> wntr.network.WaterNetworkModel: + """ + 返回wntr类型的正常管网模型 + :param name: 数据库名字 + :param before_burst_time: 爆管发生前的时间,格式为'2024-11-25T09:00:00+08:00', + 如果为手动模拟,则与爆管发生时间为同一个;如果为自动模拟则为前一个水力步长的时间 + :return: + """ + new_name = f'before_burst_{name}' + if have_project(new_name): + if is_project_open(new_name): + close_project(new_name) + delete_project(new_name) + CopyProjectEx()(name, new_name, ['operation', 'current_operation', 'restore_operation', 'batch_operation', 'operation_table']) + open_project(new_name) + simulation.run_simulation(name=new_name, simulation_type='manually_temporary', modify_pattern_start_time=before_burst_time) + if is_project_open(new_name): + close_project(new_name) + delete_project(new_name) + + inp_file = f'./db_inp/{new_name}.db.inp' + wn = wntr.network.WaterNetworkModel(inp_file) + + return wn + + +# load inp information +def read_inf_inp(wn): + all_node = wn.node_name_list + node_elevation = wn.query_node_attribute('elevation') + node_coordinates = wn.query_node_attribute('coordinates') + + all_pipe = wn.pipe_name_list + # 改_wz__________________________________ + n_pipe = [] + for p in all_pipe: + pipe = wn.get_link(p) + if pipe.initial_status == 0: # 状态为'Closed' + n_pipe.append(p) + candidate_pipe_init = list(set(all_pipe) - set(n_pipe)) + pipe_start_node = wn.query_link_attribute('start_node_name', link_type=wntr.network.model.Pipe) + pipe_end_node = wn.query_link_attribute('end_node_name', link_type=wntr.network.model.Pipe) + pipe_length = wn.query_link_attribute('length') + pipe_diameter = wn.query_link_attribute('diameter') + + return all_node, node_elevation, node_coordinates, candidate_pipe_init, pipe_start_node, pipe_end_node, pipe_length, pipe_diameter + + +def read_inf_inp_other(wn): + all_link = wn.link_name_list + pipe_start_node_all = wn.query_link_attribute('start_node_name') + pipe_end_node_all = wn.query_link_attribute('end_node_name') + + return all_link, pipe_start_node_all, pipe_end_node_all + + +# 用新的漏损管道替换原管道 +def simple_add_leak(wn, leak_mag, leak_pipe): + whole_inf = dict() + leak_pipe_self = wn.get_link(leak_pipe) + pipe_diameter = leak_pipe_self.diameter + pipe_length = leak_pipe_self.length + pipe_roughness = leak_pipe_self.roughness + pipe_minor_loss = leak_pipe_self.minor_loss + # pipe_status = leak_pipe_self.status + # pipe_check_valve = leak_pipe_self.check_valve + pipe_start_node = leak_pipe_self.start_node_name + pipe_end_node = leak_pipe_self.end_node_name + + # close the pipe + # leak_pipe_self.status = 'Closed' + wn.remove_link(leak_pipe) + # add the pipe + add_pipe1 = leak_pipe + 'A' + add_pipe2 = leak_pipe + 'B' + add_node = leak_pipe + '_' + + start_n = wn.get_node(pipe_start_node) + end_n = wn.get_node(pipe_end_node) + if start_n.node_type == 'Reservoir': + end_n_elevation = end_n.elevation + start_n_elevation = end_n_elevation + elif end_n.node_type == 'Reservoir': + start_n_elevation = start_n.elevation + end_n_elevation = start_n_elevation + else: + end_n_elevation = end_n.elevation + start_n_elevation = start_n.elevation + elevation_self = (start_n_elevation + end_n_elevation) / 2 + coordinates_self = ( + (start_n.coordinates[0] + end_n.coordinates[0]) / 2, (start_n.coordinates[1] + end_n.coordinates[1])) + + wn.add_junction(add_node, base_demand=0, elevation=elevation_self, coordinates=coordinates_self) + leak_node = wn.get_node(add_node) + wn.add_pipe(add_pipe1, start_node_name=pipe_start_node, end_node_name=add_node, length=pipe_length / 2, + diameter=pipe_diameter, roughness=pipe_roughness, minor_loss=pipe_minor_loss) + wn.add_pipe(add_pipe2, start_node_name=pipe_end_node, end_node_name=add_node, length=pipe_length / 2, + diameter=pipe_diameter, roughness=pipe_roughness, minor_loss=pipe_minor_loss) + + # simulation + leak_node.add_demand(base=leak_mag, pattern_name='add_leak') + + whole_inf['leak_node_name'] = add_node + whole_inf['add_pipe1'] = add_pipe1 + whole_inf['add_pipe2'] = add_pipe2 + whole_inf['leak_pipe'] = leak_pipe + whole_inf['pipe_start_node'] = pipe_start_node + whole_inf['pipe_end_node'] = pipe_end_node + whole_inf['pipe_length'] = pipe_length + whole_inf['pipe_diameter'] = pipe_diameter + whole_inf['pipe_roughness'] = pipe_roughness + whole_inf['pipe_minor_loss'] = pipe_diameter + return wn, whole_inf, add_pipe1 + + +def simple_recover_wn(wn, whole_inf): + leak_node = wn.get_node(whole_inf['leak_node_name']) + + del leak_node.demand_timeseries_list[-1] + # update + wn.remove_link(whole_inf['add_pipe1']) + wn.remove_link(whole_inf['add_pipe2']) + wn.remove_node(whole_inf['leak_node_name']) + # open the pipe + # leak_pipe_self.status = 'Open' + wn.add_pipe(whole_inf['leak_pipe'], start_node_name=whole_inf['pipe_start_node'], + end_node_name=whole_inf['pipe_end_node'], length=whole_inf['pipe_length'], + diameter=whole_inf['pipe_diameter'], roughness=whole_inf['pipe_roughness'], + minor_loss=whole_inf['pipe_minor_loss']) + + return wn + + +# 模拟管道漏损(而非节点漏损) +def leak_simulation_pipe_dd_multi_pf(wn, leak_mag, leak_pipe, sensor_name, sensor_f_name): + wn.options.hydraulic.demand_model = 'DD' + leak_pipe_self = wn.get_link(leak_pipe) + pipe_diameter = leak_pipe_self.diameter + pipe_length = leak_pipe_self.length + pipe_roughness = leak_pipe_self.roughness + pipe_minor_loss = leak_pipe_self.minor_loss + # pipe_status = leak_pipe_self.status + # pipe_check_valve = leak_pipe_self.check_valve + pipe_start_node = leak_pipe_self.start_node_name + pipe_end_node = leak_pipe_self.end_node_name + + wn.remove_link(leak_pipe) + # add the pipe + add_pipe1 = leak_pipe + 'A' + add_pipe2 = leak_pipe + 'B' + add_node = leak_pipe + '_' + + start_n = wn.get_node(pipe_start_node) + end_n = wn.get_node(pipe_end_node) + if start_n.node_type == 'Reservoir': + end_n_elevation = end_n.elevation + start_n_elevation = end_n_elevation + elif end_n.node_type == 'Reservoir': + start_n_elevation = start_n.elevation + end_n_elevation = start_n_elevation + else: + end_n_elevation = end_n.elevation + start_n_elevation = start_n.elevation + elevation_self = (start_n_elevation + end_n_elevation) / 2 + coordinates_self = ( + (start_n.coordinates[0] + end_n.coordinates[0]) / 2, (start_n.coordinates[1] + end_n.coordinates[1])) + + wn.add_junction(add_node, base_demand=0, elevation=elevation_self, coordinates=coordinates_self) + leak_node = wn.get_node(add_node) + wn.add_pipe(add_pipe1, start_node_name=pipe_start_node, end_node_name=add_node, length=pipe_length / 2, + diameter=pipe_diameter, roughness=pipe_roughness, minor_loss=pipe_minor_loss) + wn.add_pipe(add_pipe2, start_node_name=pipe_end_node, end_node_name=add_node, length=pipe_length / 2, + diameter=pipe_diameter, roughness=pipe_roughness, minor_loss=pipe_minor_loss) + + # simulation + leak_node.add_demand(base=leak_mag, pattern_name='add_leak') + sim = wntr.sim.EpanetSimulator(wn) + results = sim.run_sim() + + del leak_node.demand_timeseries_list[-1] + pressure_output_all = results.node['pressure'][sensor_name] + pressure_output = pressure_output_all + + if leak_pipe in sensor_f_name: + + f_sensor_name = [add_pipe1 if i == leak_pipe else i for i in sensor_f_name] + + flow_output = results.link['flowrate'][f_sensor_name] + flow_output.columns = sensor_f_name + else: + flow_output = results.link['flowrate'][sensor_f_name] + + # update + wn.remove_link(add_pipe1) + wn.remove_link(add_pipe2) + wn.remove_node(add_node) + # open the pipe + # leak_pipe_self.status = 'Open' + wn.add_pipe(leak_pipe, start_node_name=pipe_start_node, end_node_name=pipe_end_node, length=pipe_length, + diameter=pipe_diameter, roughness=pipe_roughness, minor_loss=pipe_minor_loss) + return wn, pressure_output, flow_output + + +# def 2 normal simulation 正常工况下的水力模拟 +def normal_simulation_pf(wn: wntr.network.WaterNetworkModel, pressure_SCADA_IDs_list: list[str], flow_SCADA_IDs_list: list[str]): + """ + 在正常(无漏损)状态下进行水力仿真,并返回监测点压力、流量、全局压力分布、最低压力点(top_sensor)以及总需水量。 + :param wn: wntr类型的管网模型 + :param pressure_SCADA_IDs_list: 监测的节点压力的ID构成的列表 + :return: pressure, basic_p, top_sensor, sum_demand + """ + + sim = wntr.sim.EpanetSimulator(wn) + results = sim.run_sim() + pressure_all = results.node['pressure'][pressure_SCADA_IDs_list] + pressure = pressure_all.iloc[0] + demand_all = results.node['demand'] + demand = demand_all.iloc[0] + sum_demand: float = cal_sum_demand(demand) + flow_all = results.link['flowrate'][flow_SCADA_IDs_list] + flow = flow_all.iloc[0] + top_sensor: str = pressure.idxmin() + basic_p = results.node['pressure'] + basic_p = basic_p.iloc[0] + + return pressure, flow, basic_p, top_sensor, sum_demand + + +def normal_simulation_multi_pf(wn: wntr.network.WaterNetworkModel, pressure_SCADA_IDs_list: list[str], flow_SCADA_IDs_list: list[str]): + # inp_time = 0 + sim = wntr.sim.EpanetSimulator(wn) + results = sim.run_sim() + pressure_all = results.node['pressure'][pressure_SCADA_IDs_list] + pressure = pressure_all + demand_all = results.node['demand'] + demand = demand_all + flow = results.link['flowrate'][flow_SCADA_IDs_list] + sum_demand = pd.Series(dtype=object) + for i in range(len(demand.index)): + sum_demand[str(demand.index[i])] = cal_sum_demand(demand.iloc[i]) + if type(pressure) == pd.core.series.Series: + top_sensor = pressure.idxmin() + else: + mean_pressure = pressure.mean() + top_sensor = mean_pressure.idxmin() + basic_p = results.node['pressure'] + return pressure, flow, basic_p, top_sensor, sum_demand + + +# leak_pipe:模拟漏损管道 +# 获取模拟漏损后的压力(流量)监测点处压力(流量) +def simple_simulation_pf(wn, sensor_name, sensor_f_name, leak_pipe, add_pipe1): + sim = wntr.sim.EpanetSimulator(wn) + results = sim.run_sim() + pressure_all = results.node['pressure'][sensor_name] + if len(leak_pipe) > 0 and leak_pipe in sensor_f_name: + + f_sensor_name = [add_pipe1 if i == leak_pipe else i for i in sensor_f_name] + flow_all = results.link['flowrate'][f_sensor_name] + flow_all.columns = sensor_f_name + else: + flow_all = results.link['flowrate'][sensor_f_name] + return pressure_all, flow_all + + +def cal_sum_demand(demand): + sum_demand = 0 + for i in range(len(demand)): + if demand.iloc[i] > 0: + sum_demand += demand.iloc[i] + return sum_demand + + +def pick_center_pipe(node_x, node_y, candidate_pipe, pipe_start_node, pipe_end_node): + data_set_t = pd.DataFrame(dtype=object) + data_set_t['x'] = (node_x[pipe_start_node[candidate_pipe]].values + node_x[ + pipe_start_node[candidate_pipe]].values) / 2 + data_set_t['y'] = (node_y[pipe_end_node[candidate_pipe]].values + node_y[pipe_end_node[candidate_pipe]].values) / 2 + data_set_t.index = list(candidate_pipe) + mean_x = data_set_t['x'].mean() + mean_y = data_set_t['y'].mean() + data_set_t['d'] = abs(data_set_t['x'] - mean_x) + abs(data_set_t['y'] - mean_y) + distance_t = data_set_t['d'].sort_values(ascending=True, inplace=False) + '''if distance_t.index==[]: + print(candidate_pipe) + else:''' + center_t = distance_t.index[0] + return center_t + + +def find_new_center_pipe(node_x, node_y, candidate_pipe, pipe_start_node, pipe_end_node, record_center): + new_candidate_pipe = list(set(candidate_pipe) - set(record_center)) + if new_candidate_pipe == []: + new_candidate_pipe = candidate_pipe + center_t = pick_center_pipe(node_x, node_y, new_candidate_pipe, pipe_start_node, pipe_end_node) + return center_t + + +# 根据计算的爆管相关节点求出相关的爆管管段 +def cal_area_node_linked_pipe(nodeset, node_pipe_dic): + pipeset = [] + nodeset = list(nodeset) + for i in range(len(nodeset)): + temp_node = nodeset[i] + pipe = node_pipe_dic[temp_node] + pipeset = pipeset + pipe + return pipeset + + +# kmeans 聚类后的拓扑优化 +# 构建整个图 +def construct_graph(wn): + length = wn.query_link_attribute('length') + G = wn.get_graph(wn, link_weight=length) + # 转为无向图 + G0 = G.to_undirected() + # A0 = np.array(nx.adjacency_graph(G0).todense()) + return G0 # , A0 + + +# cal metis grouping +def metis_grouping_pipe_weight(G0, wn, all_node_iter, candidate_pipe_input, group_num, node_x, node_y, + pipe_start_node_all, + pipe_end_node_all, node_pipe_dic, all_node_series, couple_node_length): + all_node_iter_series_new = all_node_series[all_node_iter] + all_node_iter_series_new = all_node_iter_series_new.sort_values(ascending=True) + all_node_iter_new = list(all_node_iter_series_new.index) + + G1 = G0.subgraph(all_node_iter_new) + delimiter = ' ' + adjacency_list = [] + node_dict = {} + c_new = 0 + for each_node in all_node_iter_new: + node_dict[each_node] = c_new + c_new = c_new + 1 + correspond_dic = {} + count_node = 0 + w = [] + for line in generate_adjlist_with_all_edges(G1, delimiter): + temp_node_name = line.split(sep=delimiter) + w_temp = [] + for i in range(len(temp_node_name) - 1): + temp_name_1 = temp_node_name[0] + ',' + temp_node_name[i + 1] + w_temp.append(couple_node_length[temp_name_1]) + w.append(w_temp) + n_t = [] + for each_node in temp_node_name: + n_t.append(node_dict[each_node]) + correspond_dic[n_t[0]] = count_node + count_node = count_node + 1 + # del n_t[0] + adjacency_list.append(n_t) + adjacency_list_new = [[] * 1 for i in range(len(adjacency_list))] + w_new = [[] * 1 for i in range(len(adjacency_list))] + for i in range(len(adjacency_list)): + adjacency_list_new[int(adjacency_list[i][0])] = adjacency_list[i] + w_new[int(adjacency_list[i][0])] = w[i] + + for i in range(len(adjacency_list)): + del adjacency_list_new[i][0] + xadj = [0] + w_f = [] + final_adjacency_list = [] + for i in range(len(adjacency_list_new)): + final_adjacency_list = final_adjacency_list + adjacency_list_new[i] + xadj.append(len(final_adjacency_list)) + w_f = w_f + w_new[i] + + # (edgecuts, parts) = pymetis.part_graph(nparts=group_num, adjacency=adjacency_list_new) + (edgecuts, parts) = pymetis.part_graph(nparts=group_num, adjncy=final_adjacency_list, xadj=xadj, eweights=w_f) + # (edgecuts, parts) = pymetis.part_graph(nparts=group_num, adjacency=adjacency_list_new) + candidate_group_list = [[] * 1 for i in range(group_num)] + for i in range(len(all_node_iter_new)): + candidate_group_list[parts[i]].append(all_node_iter_new[i]) + + '''parts_new = np.zeros(len(candidate_node_input), dtype=int) + for i in range(len(candidate_group_list)): + temp_group = candidate_group_list[i] + for each_node in temp_group: + parts_new[node_dict[each_node]] = i + parts_new = list(parts_new)''' + + new_center = [] + new_group = [] + new_all_node = [] + candidate_pipe_set = set(candidate_pipe_input) + all_grouped_pipe = [] + for i in range(group_num): + # 构建子图 + G_sub = G0.subgraph(candidate_group_list[i]) + + # 计算联通子图 + sub_graphs = networkx.connected_components(G_sub) + if networkx.number_connected_components(G_sub) == 1: + # 求交集 + nodeset = G_sub.nodes() + pipeset_set = set(cal_area_node_linked_pipe(nodeset, node_pipe_dic)) + candidate_pipe = list(pipeset_set.intersection(candidate_pipe_set)) + + # 判断集合是否保留 + if len(candidate_pipe) > 0: + # 保留 计算中心 + center_t = pick_center_pipe(node_x, node_y, candidate_pipe, pipe_start_node_all, pipe_end_node_all) + + # 更新 + new_center.append(center_t) + new_group.append(candidate_pipe) + new_all_node.append(nodeset) + all_grouped_pipe = all_grouped_pipe + candidate_pipe + else: + for c in sub_graphs: + G_temp = G0.subgraph(c) + nodeset = G_temp.nodes() + pipeset = cal_area_node_linked_pipe(nodeset, node_pipe_dic) + pipeset_set = set(pipeset) + + # 求交集 + candidate_pipe = list(pipeset_set.intersection(candidate_pipe_set)) + # print(len(candidate_node)) + # 判断集合是否保留 + if len(candidate_pipe) > 0: + # 保留 计算中心 + center_t = pick_center_pipe(node_x, node_y, candidate_pipe, pipe_start_node_all, pipe_end_node_all) + # 更新 + new_center.append(center_t) + new_group.append(candidate_pipe) + new_all_node.append(nodeset) + all_grouped_pipe = all_grouped_pipe + candidate_pipe + record_center = [] + c_g = 0 + for each_group in new_group: + if len(each_group) < 3: + record_center.append(new_center[c_g]) + c_g += 1 + c_g = 0 + for each_group in new_group: + if len(each_group) >= 3: + if new_center[c_g] in record_center: + new_center[c_g] = find_new_center_pipe(node_x, node_y, each_group, pipe_start_node_all, + pipe_end_node_all, record_center) + record_center.append(new_center[c_g]) + c_g += 1 + + visualize_metis_partition( + G0, new_center, new_group, + node_x, node_y, + pipe_start_node_all, pipe_end_node_all + ) + return new_center, new_group, new_all_node + + +def visualize_metis_partition( + G, center_pipes, pipe_groups, + node_x, node_y, + pipe_start_node_all, pipe_end_node_all +): + """ + 可视化METIS分区结果(单图模式) + 参数: + G: 原始管网图(nx.Graph) + center_pipes: 中心管道列表(list) + pipe_groups: 分组管道列表(list of lists) + node_x: 节点X坐标字典(dict) + node_y: 节点Y坐标字典(dict) + pipe_start_node_all: 管道起点字典(dict) + pipe_end_node_all: 管道终点字典(dict) + """ + plt.figure(figsize=(9, 10)) + + # 生成颜色映射(自动扩展颜色数量) + colors = plt.cm.tab20(np.linspace(0, 1, len(pipe_groups))) + + # --- 绘制背景管网(灰色半透明) --- + for edge in G.edges(): + start_node, end_node = edge + plt.plot( + [node_x[start_node], node_x[end_node]], + [node_y[start_node], node_y[end_node]], + color='lightgray', + linewidth=0.5, + alpha=0.3, + zorder=1 # 确保背景在底层 + ) + + # --- 绘制各分区管道(彩色)--- + legend_handles = [] # 用于图例的句柄 + for i, (group, center) in enumerate(zip(pipe_groups, center_pipes)): + color = colors[i % len(colors)] # 循环使用颜色 + + # 绘制分组管道 + for pipe in group: + start = pipe_start_node_all[pipe] + end = pipe_end_node_all[pipe] + line = plt.plot( + [node_x[start], node_x[end]], + [node_y[start], node_y[end]], + color=color, + linewidth=2.5, + alpha=0.8, + zorder=2 + ) + # 只为每个分组的第一个管道添加图例句柄 + if pipe == group[0]: + legend_handles.append(line[0]) + + # 高亮中心管道(红色虚线) + if center in pipe_start_node_all and center in pipe_end_node_all: + start = pipe_start_node_all[center] + end = pipe_end_node_all[center] + plt.plot( + [node_x[start], node_x[end]], + [node_y[start], node_y[end]], + color='red', + linewidth=4, + linestyle='--', + dash_capstyle='round', + zorder=3 # 确保中心管道在最顶层 + ) + + # --- 添加图例和标注 --- + # 分组图例 + group_labels = [f'Group {i + 1}' for i in range(len(pipe_groups))] + plt.legend( + legend_handles, + group_labels, + loc='upper right', + title="Partitions", + fontsize=8, + title_fontsize=10 + ) + + # 中心管道标注(可选) + for i, center in enumerate(center_pipes): + if center in pipe_start_node_all: + x = (node_x[pipe_start_node_all[center]] + node_x[pipe_end_node_all[center]]) / 2 + y = (node_y[pipe_start_node_all[center]] + node_y[pipe_end_node_all[center]]) / 2 + plt.text( + x, y, + f'C{i + 1}', + color='red', + fontsize=10, + ha='center', + va='center', + bbox=dict(facecolor='white', alpha=0.8, edgecolor='none') + ) + + # --- 图形美化 --- + plt.title("Water Network Partitioning Overview", fontsize=14, pad=20) + plt.xlabel("X Coordinate", fontsize=10) + plt.ylabel("Y Coordinate", fontsize=10) + plt.grid(True, alpha=0.2, linestyle=':') + plt.tight_layout() + + # 显示图形 + plt.show() +# +def generate_adjlist_with_all_edges(G, delimiter): + for s, nbrs in G.adjacency(): + line = str(s) + delimiter + for t, data in nbrs.items(): + line += str(t) + delimiter + yield line[: -len(delimiter)] + + +# + +# Similarity matching module +def cal_similarity_simple_return_dd(similarity_mode, monitor_p, predict_p, normal_p, leak_p, + monitor_p_all, predict_p_all, normal_p_all, leak_p_all, + important_sensor, mean_dpressure, dpressure_std, dpressure_std_all, if_gy=0, + cos_or_flow=1): + # cos_or_flow 用于 CAF + dpressure_s = normal_p - leak_p + dpressure = predict_p - monitor_p + act_dpressure = pd.Series(dtype=object) + for i in range(len(leak_p.index)): + if dpressure_std.iloc[i] > -200: # 0.001: + if if_gy == 1: + act_dpressure[leak_p.index[i]] = (leak_p.iloc[i] - monitor_p.iloc[i]) / dpressure_std.iloc[i] + else: + act_dpressure[leak_p.index[i]] = leak_p.iloc[i] - monitor_p.iloc[i] + + if similarity_mode == 'COS' or (similarity_mode == 'CAF' and cos_or_flow == 1): + + '''if leak_p.min()<0: + none_flag = 1 + similarity_cos = 0 + similarity_dis = 0 + else:''' + none_flag = 0 + sensor_for_cos = list(set(dpressure_s.index).intersection(set(act_dpressure.index))) + '''if len(dpressure_s) ==0 or len(dpressure) ==0: + jj=9 + else:''' + try: + s1 = np.dot(np.transpose(dpressure_s.loc[sensor_for_cos]), dpressure.loc[sensor_for_cos]) + s2 = np.linalg.norm(dpressure_s.loc[sensor_for_cos]) * np.linalg.norm(dpressure.loc[sensor_for_cos]) + if s2 == 0: + s2 = s2 + 0.0001 + similarity_cos = s1 / s2 + similarity_dis = 0 + except Exception as e: + print(dpressure_s) + print(sensor_for_cos) + print(act_dpressure) + print(dpressure_std) + print(dpressure) + + + elif similarity_mode == 'DIS' or (similarity_mode == 'CAF' and cos_or_flow == 2): + '''if leak_p.min()<0: + none_flag = 1 + else:''' + none_flag = 0 + important_sensor = list(set(important_sensor).intersection(set(act_dpressure.index))) + part_dpressure = dpressure_s[important_sensor] - dpressure[important_sensor] + similarity_pre_DIS = np.linalg.norm(part_dpressure) + # similarity_pre_DIS_later = 1 / (1 + similarity_pre_DIS) + similarity_dis = similarity_pre_DIS + similarity_cos = 0 + + elif similarity_mode == 'CAD_new': + act_dpressure = leak_p - monitor_p + '''if leak_p.min() < 0: + none_flag = 1 + similarity_cos = 0 + similarity_dis =0 + else:''' + none_flag = 0 + # cos + s1 = np.dot(np.transpose(dpressure_s), dpressure) + s2 = np.linalg.norm(dpressure_s) * np.linalg.norm(dpressure) + + if s2 == 0: + s2 = s2 + 0.0001 + similarity_cos = s1 / s2 + + # DIS + part_dpressure = act_dpressure.loc[important_sensor] + similarity_pre_DIS = np.linalg.norm(part_dpressure) + similarity_pre_DIS_later = 1 / (1 + similarity_pre_DIS) + similarity_dis = similarity_pre_DIS + + + elif similarity_mode == 'CAD_new_gy' or similarity_mode == 'CDF': + # cos + sensor_for_cos = list(set(dpressure_s.index).intersection(set(act_dpressure.index))) + if len(sensor_for_cos) == 0 and len(dpressure_s) == 0: + similarity_cos = 0 + elif len(sensor_for_cos) == 0 and len(dpressure_s) > 0: + sensor_for_cos = list(dpressure_s.index) + none_flag = 0 + s1 = np.dot(np.transpose(dpressure_s.loc[sensor_for_cos]), dpressure.loc[sensor_for_cos]) + s2 = np.linalg.norm(dpressure_s.loc[sensor_for_cos]) * np.linalg.norm(dpressure.loc[sensor_for_cos]) + + if s2 == 0: + s2 = s2 + 0.0001 + similarity_cos = s1 / s2 + else: + none_flag = 0 + s1 = np.dot(np.transpose(dpressure_s.loc[sensor_for_cos]), dpressure.loc[sensor_for_cos]) + s2 = np.linalg.norm(dpressure_s.loc[sensor_for_cos]) * np.linalg.norm(dpressure.loc[sensor_for_cos]) + + if s2 == 0: + s2 = s2 + 0.0001 + similarity_cos = s1 / s2 + + # DIS + important_sensor_new = list(set(important_sensor).intersection(set(act_dpressure.index))) + if len(important_sensor_new) == 0: + important_sensor_new = important_sensor + act_dpressure = pd.Series(dtype=object) + for i in range(len(leak_p_all.index)): + # if dpressure_std.iloc [i] > -200: # 0.001: + if if_gy == 1: + act_dpressure[leak_p_all.index[i]] = (leak_p_all.iloc[i] - monitor_p_all.iloc[i]) / \ + dpressure_std_all.iloc[i] + else: + act_dpressure[leak_p_all.index[i]] = leak_p_all.iloc[i] - monitor_p_all.iloc[i] + # part_dpressure = act_dpressure.loc[important_sensor_new] + + part_dpressure = (dpressure.loc[important_sensor_new] - dpressure_s.loc[important_sensor_new]) + similarity_pre_DIS = np.linalg.norm(part_dpressure) ## chang test + # part_dpressure = dpressure_s.loc[important_sensor]-dpressure.loc[important_sensor] + # similarity_pre_DIS = np.linalg.norm(part_dpressure) + # similarity_pre_DIS_later = 1 / (1 + similarity_pre_DIS) + similarity_dis = similarity_pre_DIS + elif similarity_mode == 'OF': + # cos + similarity_cos = 0 + none_flag = 0 + # DIS + important_sensor_new = list(set(important_sensor).intersection(set(act_dpressure.index))) + if len(important_sensor_new) == 0: + important_sensor_new = important_sensor + act_dpressure = pd.Series(dtype=object) + for i in range(len(leak_p_all.index)): + # if dpressure_std.iloc [i] > -200: # 0.001: + if if_gy == 1: + act_dpressure[leak_p_all.index[i]] = (leak_p_all.iloc[i] - monitor_p_all.iloc[i]) / \ + dpressure_std_all.iloc[i] + else: + act_dpressure[leak_p_all.index[i]] = leak_p_all.iloc[i] - monitor_p_all.iloc[i] + # part_dpressure = act_dpressure.loc[important_sensor_new] + + part_dpressure = (dpressure.loc[important_sensor_new] - dpressure_s.loc[important_sensor_new]) + similarity_pre_DIS = np.linalg.norm(part_dpressure) ## chang test + # part_dpressure = dpressure_s.loc[important_sensor]-dpressure.loc[important_sensor] + # similarity_pre_DIS = np.linalg.norm(part_dpressure) + # similarity_pre_DIS_later = 1 / (1 + similarity_pre_DIS) + similarity_dis = similarity_pre_DIS + + return similarity_cos, similarity_dis, none_flag + + +def adjust(similarity_cos, similarity_dis, record_success_candidate, record_success_no_candidate): + if len(record_success_no_candidate) > 0: + for each in record_success_no_candidate: + similarity_cos[each] = similarity_cos[record_success_candidate].min() * 0.9 + similarity_dis[each] = similarity_dis[record_success_candidate].max() * 1.1 + return similarity_cos, similarity_dis + + +def cal_sq_all_multi(similarity_cos, similarity_dis, similarity_f, candidate_pipe, timestep_list_spc, if_flow, + if_only_cos, if_only_flow, + cos_h_input, dis_h_input, dis_f_h_input, if_compalsive, cos_sensor_num, flow_sensor_num): + if if_only_flow == 1: + similarity_f, h_f = cal_sq_single_array(similarity_f.values.reshape((-1, 1)), if_direct=2) + sq_cos = 0 + sq_dis = 0 + sq_f = 1 + similarity_all = similarity_f * sq_f + output_similarity = similarity_all.reshape((-1, len(candidate_pipe))) + output_similarity_pd = pd.DataFrame(output_similarity, index=timestep_list_spc, columns=candidate_pipe) + else: + if if_only_cos == 0: + if if_flow == 1: + # standerdize + similarity_cos, h_cos = cal_sq_single_array(similarity_cos.values.reshape((-1, 1)), if_direct=1) + similarity_dis, h_dis = cal_sq_single_array(similarity_dis.values.reshape((-1, 1)), if_direct=2) + similarity_f, h_f = cal_sq_single_array(similarity_f.values.reshape((-1, 1)), if_direct=2) + if if_compalsive == 1: + sq_cos = cos_h_input + sq_dis = dis_h_input + sq_f = dis_f_h_input + else: + '''sq_cos = h_cos/(h_cos +h_dis +h_f ) + sq_dis = h_dis/(h_cos +h_dis +h_f ) + sq_f = h_f/(h_cos +h_dis +h_f )''' + sq_cos, sq_dis, sq_f = add_weight_for_SQ(h_cos, h_dis, h_f, cos_sensor_num, flow_sensor_num) + + '''if cos_sensor_num == 2 and sq_cos>0.2: + sq_cos = 0.2 + sq_dis = 0.8*h_dis / (h_dis + h_f) + sq_f = 0.8*h_f / (h_dis + h_f) + if cos_sensor_num == 1 and sq_dis > 0.3: + sq_cos = 0.1 + sq_dis = 0.3 + sq_f = 0.6''' + sq_cos, sq_dis, sq_f = adjust_ratio('CDF', sq_cos, sq_dis, sq_f) + if cos_sensor_num <= 1: + sq_cos = 0 + # similarity + + similarity_all = similarity_cos * sq_cos + similarity_dis * sq_dis + similarity_f * sq_f + output_similarity = similarity_all.reshape((-1, len(candidate_pipe))) + output_similarity_pd = pd.DataFrame(output_similarity, index=timestep_list_spc, columns=candidate_pipe) + else: + # standerdize + similarity_cos, h_cos = cal_sq_single_array(similarity_cos.values.reshape((-1, 1)), if_direct=1) + similarity_dis, h_dis = cal_sq_single_array(similarity_dis.values.reshape((-1, 1)), if_direct=2) + if if_compalsive == 1: + sq_cos = cos_h_input + sq_dis = dis_h_input + else: + sq_cos = h_cos / (h_cos + h_dis) + sq_dis = h_dis / (h_cos + h_dis) + if cos_sensor_num == 2 and sq_cos > 0.5: + sq_cos = 0.5 + sq_dis = 0.5 + sq_cos, sq_dis, sq_f = adjust_ratio('CAD_new_gy', sq_cos, sq_dis, 0) + sq_f = 0 + # similarity + similarity_all = similarity_cos * sq_cos + similarity_dis * sq_dis + output_similarity = similarity_all.reshape((-1, len(candidate_pipe))) + output_similarity_pd = pd.DataFrame(output_similarity, index=timestep_list_spc, columns=candidate_pipe) + elif if_only_cos == 1: + if if_flow == 1: + # standerdize + similarity_cos, h_cos = cal_sq_single_array(similarity_cos.values.reshape((-1, 1)), if_direct=1) + similarity_f, h_f = cal_sq_single_array(similarity_f.values.reshape((-1, 1)), if_direct=1) # if_direct=2 + if if_compalsive == 1: + sq_cos = cos_h_input + sq_f = dis_f_h_input + else: + sq_cos = h_cos / (h_cos + h_f) + sq_f = h_f / (h_cos + h_f) + sq_cos, sq_dis, sq_f = adjust_ratio('CAF', sq_cos, 0, sq_f) + sq_dis = 0 + # similarity + similarity_all = similarity_cos * sq_cos + similarity_f * sq_f + output_similarity = similarity_all.reshape((-1, len(candidate_pipe))) + output_similarity_pd = pd.DataFrame(output_similarity, index=timestep_list_spc, columns=candidate_pipe) + + else: + sq_cos = cos_h_input + sq_dis = dis_h_input + sq_f = dis_f_h_input + output_similarity_pd = similarity_cos + else: + sq_cos = cos_h_input + sq_dis = dis_h_input + sq_f = dis_f_h_input + output_similarity_pd = 1 / (similarity_dis + 1) + return output_similarity_pd, sq_cos, sq_dis, sq_f + + +def add_weight_for_SQ(h_cos, h_dis, h_f, sensor_cos_num, sensor_f_num): + h_f_new = h_f * sensor_f_num + if sensor_cos_num <= 1: + h_cos_new = 0 + h_dis_new = h_dis * sensor_cos_num + else: + h_cos_new = h_cos * sensor_cos_num # / 2 + h_dis_new = h_dis * sensor_cos_num # / 2 + cos_sq = h_cos_new / (h_cos_new + h_dis_new + h_f_new) + dis_sq = h_dis_new / (h_cos_new + h_dis_new + h_f_new) + f_sq = h_f_new / (h_cos_new + h_dis_new + h_f_new) + + if sensor_cos_num == 2 and cos_sq > 0.2: + cos_sq = 0.2 + dis_sq = 0.8 * h_dis_new / (h_dis_new + h_f_new) + f_sq = 0.8 * h_f_new / (h_dis_new + h_f_new) + '''if sensor_cos_num == 1: + if dis_sq / f_sq > sensor_cos_num/sensor_f_num: + dis_sq = sensor_cos_num/sensor_f_num + f_sq=1-dis_sq''' + # if h_dis_new/h_f_new > sensor_cos_num/sensor_f_num + return cos_sq, dis_sq, f_sq + + +def cal_sq_single_array(similarity_pre, if_direct): + if similarity_pre.max() - similarity_pre.min() == 0: + similarity_pre = np.ones(similarity_pre.shape) + else: + if if_direct == 1: + similarity_pre = 0.998 * (similarity_pre - similarity_pre.min()) / ( + similarity_pre.max() - similarity_pre.min()) + 0.002 + else: + similarity_pre = 0.998 * (similarity_pre.max() - similarity_pre) / ( + similarity_pre.max() - similarity_pre.min()) + 0.002 + # calculate pij + similarity_p = similarity_pre / similarity_pre.sum() + # cal xinxishang + similarity_lnp = np.zeros((len(similarity_pre), 1)) + for j in range(len(similarity_p)): + similarity_lnp[j] = -similarity_p[j] * math.log(similarity_p[j], math.e) + h = 1 - 1 / math.log(len(similarity_pre), math.e) * similarity_lnp.sum() + return similarity_pre, h + + +def cal_similarity_all_multi_new_sq_improve_double_lzr(candidate_pipe, similarity_mode, pressure_leak, monitor_p, + predict_p, normal_p, if_flow, if_only_cos, if_only_flow, + flow_leak, monitor_f, predict_f, normal_f, + timestep_list, Top_sensor_num, if_gy, effective_sensor, cos_h, + dis_h, dis_f_h, if_compalsive, max_flow): + similarity = pd.Series(dtype=float, index=candidate_pipe) + important_p_sensor = cal_top_sensors(monitor_p, predict_p, Top_sensor_num) + # important_f_sensor, basic_f = cal_top_f_sensor(normal_f) + important_f_sensor = monitor_f.columns + if len(important_p_sensor) > 0 or len(important_f_sensor) > 0: # if len(important_p_sensor) > 0 + break_flag = 0 + pressure_leak_new = pressure_leak.swaplevel() + flow_leak_new = flow_leak.swaplevel() + total_similarity_cos = pd.DataFrame(index=timestep_list, columns=candidate_pipe) + total_similarity_dis = pd.DataFrame(index=timestep_list, columns=candidate_pipe) + total_similarity_dis_f = pd.DataFrame(index=timestep_list, columns=candidate_pipe) + total_similarity_cos_f = pd.DataFrame(index=timestep_list, columns=candidate_pipe) + + for timestep in timestep_list: + # cal p_cos, p_dis, f_dis + if if_only_flow != 1: + pressure_leak_temp = pressure_leak_new.loc[timestep].loc[:, effective_sensor] + monitor_p_temp = monitor_p.loc[timestep, effective_sensor] + predict_p_temp = predict_p.loc[timestep, effective_sensor] + normal_p_temp = normal_p.loc[timestep, effective_sensor] + + total_similarity_cos.loc[timestep, :], total_similarity_dis.loc[timestep, + :] = cal_similarity_all_cos_dis( + candidate_pipe, pressure_leak_temp, similarity_mode, monitor_p_temp, predict_p_temp, + normal_p_temp, pressure_leak_new.loc[timestep].loc[:, monitor_p.columns], + monitor_p.loc[timestep, :], + predict_p.loc[timestep, :], normal_p.loc[timestep, :], + important_p_sensor, if_gy, cos_or_flow=1) + + if if_flow == 1: + if len(timestep_list) == 1: + leak_f_temp = flow_leak_new.loc[timestep].loc[:, important_f_sensor] + monitor_f_temp = monitor_f.loc[timestep, important_f_sensor] + predict_f_temp = predict_f.loc[timestep, important_f_sensor] + normal_f_temp = normal_f.loc[timestep, important_f_sensor] + basic_normal_f_temp = abs(max_flow.loc[important_f_sensor]) + + leak_f_temp = leak_f_temp / basic_normal_f_temp + monitor_f_temp = monitor_f_temp / basic_normal_f_temp + predict_f_temp = predict_f_temp / basic_normal_f_temp + normal_f_temp = normal_f_temp / basic_normal_f_temp + + else: + basic_f = abs(max_flow.loc[important_f_sensor]) + leak_f_temp = flow_leak_new.loc[timestep].loc[:, important_f_sensor] / basic_f + monitor_f_temp = monitor_f.loc[timestep, important_f_sensor] / basic_f + predict_f_temp = predict_f.loc[timestep, important_f_sensor] / basic_f + normal_f_temp = normal_f.loc[timestep, important_f_sensor] / basic_f + total_similarity_cos_f.loc[timestep, :], total_similarity_dis_f.loc[timestep, :] = cal_similarity_all_cos_dis(candidate_pipe, leak_f_temp, + similarity_mode, + monitor_f_temp, predict_f_temp, + normal_f_temp, + flow_leak_new.loc[ + timestep].loc[:, + monitor_f.columns], + monitor_f.loc[timestep, :], + predict_f.loc[timestep, :], + normal_f.loc[timestep, :], + important_f_sensor, if_gy, + cos_or_flow=1) # cos_or_flow=2 + else: + total_similarity_cos_f = [] # dis + similarity_all, cos_h, dis_h, dis_f_h = cal_sq_all_multi(total_similarity_cos, total_similarity_dis, + total_similarity_cos_f, candidate_pipe, timestep_list, + if_flow, if_only_cos, if_only_flow, cos_h, dis_h, + dis_f_h, + if_compalsive, len(important_p_sensor), + len(important_f_sensor)) + if len(timestep_list) == 1: + similarity = similarity_all.iloc[0] + elif len(timestep_list) > 3: + for each_candidate in candidate_pipe: + similarity[each_candidate] = remove_3_sigma(similarity_all.loc[:, each_candidate]) + else: + for each_candidate in candidate_pipe: + similarity[each_candidate] = similarity_all.loc[:, each_candidate].mean() + similarity = similarity.sort_values(ascending=False) + else: + break_flag = 1 + similarity = 0 + cos_h = 0 + dis_h = 0 + dis_f_h = 0 + return similarity, cos_h, dis_h, dis_f_h, break_flag + + +def cal_similarity_all_cos_dis(candidate_pipe, pressure_leak, similarity_mode, monitor_p, predict_p, normal_p, + pressure_leak_all, monitor_p_all, predict_p_all, normal_p_all, + important_sensor, if_gy, cos_or_flow): + similarity_cos = pd.Series(dtype=float, index=candidate_pipe) + similarity_dis = pd.Series(dtype=float, index=candidate_pipe) + dpressure = normal_p - pressure_leak + + # 无用 ---------------------------------------------- + mean_dpressure = dpressure.mean() + + monitor_new = pd.DataFrame(index=['monitor'], columns=monitor_p.index) + monitor_new.iloc[0] = monitor_p + add_m_leak_pressure = [pressure_leak, monitor_p] + add_m_leak_pressure = pd.concat(add_m_leak_pressure) + pressure_leak_std = np.std(add_m_leak_pressure, ddof=1) + pressure_leak_std = pd.Series(pressure_leak_std, index=pressure_leak.columns) + + add_m_leak_pressure_all = [pressure_leak_all, monitor_p_all] + add_m_leak_pressure_all = pd.concat(add_m_leak_pressure_all) + pressure_leak_std_all = np.std(add_m_leak_pressure_all, ddof=1) + pressure_leak_std_all = pd.Series(pressure_leak_std_all, index=pressure_leak.columns) + # 无用 ---------------------------------------------- + + monitor_p_temp = monitor_p + predict_p_temp = predict_p + normal_p_temp = normal_p + monitor_p_temp_all = monitor_p_all + predict_p_temp_all = predict_p_all + normal_p_temp_all = normal_p_all + record_success_candidate = [] + record_success_no_candidate = [] + for i in range(len(candidate_pipe)): + leak_p = pressure_leak.iloc[i, :] + leak_p_all = pressure_leak_all.iloc[i, :] + similarity_cos.iloc[i], similarity_dis.iloc[i], none_flag = cal_similarity_simple_return_dd( + similarity_mode, monitor_p_temp, predict_p_temp, normal_p_temp, leak_p, + monitor_p_temp_all, predict_p_temp_all, normal_p_temp_all, leak_p_all, + important_sensor, mean_dpressure, pressure_leak_std, pressure_leak_std_all, if_gy, cos_or_flow) + if none_flag == 0: + record_success_candidate.append(candidate_pipe[i]) + else: + record_success_no_candidate.append(candidate_pipe[i]) + similarity_cos, similarity_dis = adjust(similarity_cos, similarity_dis, record_success_candidate, + record_success_no_candidate) + return similarity_cos, similarity_dis + + +def cal_top_f_sensor(normal_f): + if type(normal_f) == pd.core.frame.DataFrame: + mean_f = normal_f.mean() + else: + mean_f = normal_f + output_sensor = [] + output_normal_f = pd.Series(dtype=object) + for i in range(len(mean_f.index)): + if abs(mean_f.iloc[i]) > 0.01 / 3600: + output_sensor.append(mean_f.index[i]) + output_normal_f[mean_f.index[i]] = mean_f.iloc[i] + return output_sensor, output_normal_f + + +def cal_top_sensors(monitor_p, predict_p, Top_sensor_num): + dpressure = abs(predict_p - monitor_p) + if type(dpressure) == pd.core.frame.DataFrame: + dpressure = dpressure.mean() + dpressure_rank = dpressure.sort_values(ascending=False) + return list(dpressure_rank.index[:Top_sensor_num]) + + +def remove_3_sigma(similarity_t): + all_sample = len(similarity_t.index) + apart_sample = math.ceil(all_sample * 0.6) + similarity = similarity_t.astype('float') + mean_t = similarity.mean() + std_t = similarity.std() + new_similarity = similarity[(similarity <= mean_t + 3 * std_t) & (similarity >= mean_t - 3 * std_t)] + mean_t_new = new_similarity.mean() + return mean_t_new + + +## other functions +# OF 1 +def cal_pipe_coordinate(all_pipe, pipe_start_node, pipe_end_node, node_coordinates): + pipe_num = len(all_pipe) + pipe_coordinates = np.zeros([pipe_num, 2]) + pipe_x = copy.deepcopy(pipe_start_node) + pipe_y = copy.deepcopy(pipe_start_node) + for i in range(pipe_num): + temp_pipe = all_pipe[i] + pipe_x[temp_pipe] = (node_coordinates[pipe_start_node[temp_pipe]][0] + + node_coordinates[pipe_end_node[temp_pipe]][0]) / 2 + pipe_y[temp_pipe] = (node_coordinates[pipe_start_node[temp_pipe]][1] + + node_coordinates[pipe_end_node[temp_pipe]][1]) / 2 + return pipe_x, pipe_y + + +# OF 1+ +def cal_node_coordinate(all_node, node_coordinates): + node_x = copy.deepcopy(node_coordinates) + node_y = copy.deepcopy(node_coordinates) + for i in range(len(node_x)): + temp_node = all_node[i] + node_x[temp_node] = node_coordinates[temp_node][0] + node_y[temp_node] = node_coordinates[temp_node][1] + return node_x, node_y + + +# OF 4 +def cal_signature_pipe_multi_pf(wn, leak_mag, candidate_center, timestep_list, sensor_name, sensor_f_name): + candidate_center_num = len(candidate_center) + pressure_leak = pd.DataFrame(index=pd.MultiIndex.from_product([candidate_center, timestep_list]), + columns=sensor_name) + flow_leak = pd.DataFrame(index=pd.MultiIndex.from_product([candidate_center, timestep_list]), + columns=sensor_f_name) + pressure_leak = pressure_leak.sort_index() + flow_leak = flow_leak.sort_index() + for i in range(candidate_center_num): + wn, pressure_output, flow_output = leak_simulation_pipe_dd_multi_pf(wn, leak_mag, candidate_center[i], + sensor_name, sensor_f_name) + # leak_or_not_list.append(leak_or_not) + pressure_leak.loc[candidate_center[i]].loc[:, :] = pressure_output + flow_leak.loc[candidate_center[i]].loc[:, :] = flow_output + sys.stdout.write('\r' + '已经完成计算' + str(i + 1) + '个特征中心') + return pressure_leak, flow_leak, candidate_center + + +# OF 6 根据流量计算可能爆管的管段及最小爆管管径 +def cal_possible_pipe(leak_flow, all_pipe, pipe_diameter): + basic_pressure = 10 # 基础压力 + discharge_coeff = 0.6 # 经验系数 + break_area_ratio = 1 # 爆管面积比 0.5 1.25 + break_area = leak_flow / (discharge_coeff * math.sqrt(2 * basic_pressure * 9.81)) # 爆管面积 m3/h + '''break_area_diameter = math.sqrt(4 * break_area / math.pi) + min_diameter = (math.ceil(1000 * break_area_diameter / break_area_ratio)) / 1000''' + break_area_diameter = math.sqrt(4 * break_area / math.pi / break_area_ratio) # 爆管直径 + min_diameter = (math.ceil(1000 * break_area_diameter)) / 1000 # 向上取整 + new_all_pipe = pick_pipe(all_pipe, pipe_diameter, min_diameter) + return new_all_pipe, min_diameter + + +# Press the green button in the gutter to run the script. +def extract_links(data, link_types, direction): + return [ + link + for res_data in data.values() + for link_type in link_types + for link in res_data[link_type][direction] + ] + + +def add_noise_pd(data, noise_type, noise_para): + output_data = copy.deepcopy(data) + if type(output_data) == pd.core.frame.Series: + if noise_type == 'uni': + for x in output_data.index: + noise = (np.random.random() - 0.5) * 2 + output_data[x] = output_data[x] + noise * noise_para + + elif noise_type == 'gauss': + noise = np.random.normal(loc=0, scale=noise_para, size=output_data.shape) + output_data = output_data + noise + elif type(output_data) == pd.core.frame.DataFrame: + if noise_type == 'uni': + noise = (np.random.random(size=output_data.shape) - 0.5) * 2 + output_data = output_data + noise * noise_para + + elif noise_type == 'gauss': + noise = np.random.normal(loc=0, scale=noise_para, size=output_data.shape) + output_data = output_data + noise + return output_data + + +def add_noise_number(data, noise_type, noise_para): + output_data = copy.deepcopy(data) + if noise_type == 'uni': + noise = (np.random.random() - 0.5) * 2 + output_data = output_data + noise * noise_para + + elif noise_type == 'gauss': + noise = random.gauss(0, noise_para) + output_data = output_data + noise + return output_data + + +def add_noise_number_flow(data, noise_para_mean, noise_para_std1, noise_para_std2): + output_data = copy.deepcopy(data) + noise_flag1 = (np.random.random() - 0.5) + if noise_flag1 < 0: + noise = noise_para_mean - abs(np.random.normal(loc=0, scale=noise_para_std1)) + else: + noise = noise_para_mean + abs(np.random.normal(loc=0, scale=noise_para_std2)) + noise_flag2 = (np.random.random() - 0.5) + if noise_flag2 < 0: + noise_f = noise * (-1) + else: + noise_f = noise + output_data = output_data + noise_f + return output_data + + +def produce_noise_number(noise_type, noise_para): + if noise_type == 'uni': + noise = (np.random.random() - 0.5) * 2 + noise = noise * noise_para + elif noise_type == 'gauss': + noise = random.gauss(0, noise_para) + else: + noise = 0 + return noise + + +def add_noise_percentage_pd(data, noise_type, noise_para): + output_data = copy.deepcopy(data) + + if type(output_data) == pd.core.frame.Series: + if noise_type == 'uni': + for x in output_data.index: + noise = (np.random.random() - 0.5) * 2 + output_data[x] = output_data[x] * (1 + noise * noise_para / 100) + + elif noise_type == 'gauss': + for x in output_data.index: + noise = np.random.gauss(0, noise_para) + output_data[x] = output_data[x] * (1 + noise / 100) + # std_noise = noise.std() + elif type(output_data) == pd.core.frame.DataFrame: + if noise_type == 'uni': + noise = (np.random.random(size=output_data.shape) - 0.5) * 2 + output_data = output_data * (1 + noise * noise_para / 100) + + elif noise_type == 'gauss': + noise = np.random.normal(loc=0, scale=noise_para, size=output_data.shape) + output_data = output_data * (1 + noise / 100) + # std_noise = noise.std().mean() + return output_data + + +def produce_pattern_value(wn, all_node): + wn_o = copy.deepcopy(wn) + # 改_wz_____________________________ + sample_node = wn_o.get_node(all_node[0]) + num_categories = len(sample_node.demand_timeseries_list) + columns = [f'D{i}' for i in range(num_categories)] + basic_demand_pd = pd.DataFrame(index=all_node, columns=columns) + for each in all_node: + node = wn_o.get_node(each) + for i in range(num_categories): + basic_demand_pd.loc[each, columns[i]] = node.demand_timeseries_list[i].base_value + + return basic_demand_pd + + +# 添加噪声 +def add_noise_in_wn_pf(wn, pipe_c_noise, timestep_list, pipe_coefficient, sensor_name, sensor_f_name, all_node, + basic_demand_pd, + noise_type, noise_para, leak_pipe, leak_flow): + wn.options.time.duration = 0 + pipe_roughness_change = add_noise_pd(pipe_coefficient, noise_type, pipe_c_noise) + wn = change_para_of_wn(wn, pipe_roughness_change) + record_pressure = pd.DataFrame(index=timestep_list, columns=sensor_name) + record_flow = pd.DataFrame(index=timestep_list, columns=sensor_f_name) + record_noise_all = pd.DataFrame(index=pd.MultiIndex.from_product([timestep_list, all_node]), + columns=basic_demand_pd.columns) + record_noise_all = record_noise_all.sort_index() + + # normal 获取添加噪声后的监测点数据 + for i in range(len(timestep_list)): + wn, record_noise = change_node_demand(wn, basic_demand_pd, all_node, noise_type, noise_para) + record_noise_all.loc[timestep_list[i]].loc[:, :] = record_noise + pressure_temp, flow_temp = simple_simulation_pf(wn, sensor_name, sensor_f_name, [], + []) + record_pressure.iloc[i, :] = pressure_temp + record_flow.iloc[i, :] = flow_temp + + # leak_simulation 获取添加漏损后的监测点数据 + record_pressure_leak = pd.DataFrame(index=timestep_list, columns=sensor_name) + record_flow_leak = pd.DataFrame(index=timestep_list, columns=sensor_f_name) + # 改_wz_________________________________________ + # add leak + wn, whole_inf, add_pipe1 = simple_add_leak(wn, leak_flow, leak_pipe) + # simulation + for i in range(len(timestep_list)): + record_noise = record_noise_all.loc[timestep_list[i]] + wn = change_node_demand_leak(wn, record_noise, all_node) + pressure_temp, flow_temp = simple_simulation_pf(wn, sensor_name, sensor_f_name, + leak_pipe, add_pipe1) + record_pressure_leak.iloc[i, :] = pressure_temp + record_flow_leak.iloc[i, :] = flow_temp + # delete leak + wn = simple_recover_wn(wn, whole_inf) + return wn, record_pressure, record_flow, record_pressure_leak, record_flow_leak + + +def change_node_demand(wn, basic_demand_pd, all_node, noise_type, noise_para): + # 改_wz_____________________________________ + record_noise = pd.DataFrame(index=all_node, columns=basic_demand_pd.columns) + for each_node in all_node: + node = wn.get_node(each_node) + num_columns = len(basic_demand_pd.columns) + # 处理前N-1列(如果有) + for i in range(num_columns - 1): + # 获取原始值并添加噪声 + record_noise.loc[each_node].iloc[i] = (1 + produce_noise_number(noise_type, noise_para)) * \ + basic_demand_pd.loc[each_node].iloc[i] + node.demand_timeseries_list[i].base_value = record_noise.loc[each_node].iloc[i] + # 处理最后一列(当列数>=1时) + if num_columns >= 1: + last_col = basic_demand_pd.columns[-1] + original_last = basic_demand_pd.loc[each_node, last_col] + record_noise.loc[each_node, last_col] = original_last + node.demand_timeseries_list[-1].base_value = original_last + + return wn, record_noise + + +def change_node_demand_leak(wn, record_noise, all_node): + # 改_wz_____________________________ + sample_node = wn.get_node(all_node[0]) + num_categories = len(sample_node.demand_timeseries_list) + for each in all_node: + node = wn.get_node(each) + for i in range(num_categories): + node.demand_timeseries_list[i].base_value = record_noise.loc[each].iloc[i] + return wn + + +def cal_group_num(candidate_node_input, cal_group_num): + candidate_node_num = len(candidate_node_input) + if candidate_node_num > 100: + group_num_input = cal_group_num # 30 + else: + group_num_input = 10 + + return group_num_input + + +def area_output_num_ki_improve(candidate_center, candidate_group, similarity, new_all_node, + top_group_ratio, top_pipe_num_max, top_pipe_num_min, cut_ratio): + final_area = [] + final_center = [] + all_node_iter = [] + if similarity.index.is_unique == False: + total_center_num = len(list(set(similarity.index))) + else: + total_center_num = len(similarity.index) + + next_group_num = min(total_center_num, math.ceil(total_center_num / cut_ratio * top_group_ratio)) + + for i in range(next_group_num): + top_center = similarity.index[i] + top_center_index = find_list_repeat(candidate_center, top_center) + for j in range(len(top_center_index)): + final_area = final_area + candidate_group[top_center_index[j]] + all_node_iter = all_node_iter + list(new_all_node[top_center_index[j]]) + final_center.append(top_center) + final_area = list(set(final_area)) + + if len(final_area) > top_pipe_num_max: + if_end = 0 + elif len(final_area) > top_pipe_num_min: + if_end = 1 + elif total_center_num == next_group_num: + if_end = 1 + else: + if_end = 1 + for i in np.arange(next_group_num, total_center_num, 1): + + before_list = copy.deepcopy(final_area) + top_center = similarity.index[i] + top_center_index = candidate_center.index(top_center) + temp_group = final_area + candidate_group[top_center_index] + temp_area = list(set(temp_group)) + + if len(temp_area) < top_pipe_num_min: + + final_center.append(top_center) + all_node_iter = all_node_iter + list(new_all_node[top_center_index]) + final_area = temp_area + + elif len(temp_area) < top_pipe_num_max: + final_center.append(top_center) + all_node_iter = all_node_iter + list(new_all_node[top_center_index]) + final_area = temp_area + break + else: + a = len(temp_area) - top_pipe_num_max + b = top_pipe_num_min - len(before_list) + + if a >= b: + final_area = before_list + else: + final_center.append(top_center) + all_node_iter = all_node_iter + list(new_all_node[top_center_index]) + final_area = temp_area + break + + final_center = list(set(final_center)) + all_node_iter = list(set(all_node_iter)) + return final_area, final_center, all_node_iter, if_end + + +def find_list_repeat(candidate_center, target): + repeated_list = [] + for index, nums in enumerate(candidate_center): + if nums == target: + repeated_list.append(index) + return repeated_list + + +def change_para_of_wn(wn, pipe_roughness_change): + for pipe_name, pipe in wn.pipes(): + pipe.roughness = pipe_roughness_change[pipe_name] + return wn + + +def cal_DtoTop1(G0, pipe_leak, located_pipe, pipe_start_node_all, pipe_end_node_all, pipe_length): + if pipe_leak == located_pipe: + result_DtoTop1 = 0 + result_DtoTop1_num = 0 + else: + pipe_leak_start_node = pipe_start_node_all[pipe_leak] + pipe_leak_end_node = pipe_end_node_all[pipe_leak] + located_pipe_start_node = pipe_start_node_all[located_pipe] + located_pipe_end_node = pipe_end_node_all[located_pipe] + DtoTop1_series = pd.Series(dtype=object) + DtoTop1_num_series = pd.Series(dtype=object) + DtoTop1_series['ss'] = nx.shortest_path_length(G0, pipe_leak_start_node, located_pipe_start_node, + weight='weight') + DtoTop1_series['se'] = nx.shortest_path_length(G0, pipe_leak_start_node, located_pipe_end_node, weight='weight') + DtoTop1_series['es'] = nx.shortest_path_length(G0, pipe_leak_end_node, located_pipe_start_node, weight='weight') + DtoTop1_series['ee'] = nx.shortest_path_length(G0, pipe_leak_end_node, located_pipe_end_node, weight='weight') + DtoTop1_num_series['ss'] = nx.shortest_path_length(G0, pipe_leak_start_node, located_pipe_start_node) + DtoTop1_num_series['se'] = nx.shortest_path_length(G0, pipe_leak_start_node, located_pipe_end_node) + DtoTop1_num_series['es'] = nx.shortest_path_length(G0, pipe_leak_end_node, located_pipe_start_node) + DtoTop1_num_series['ee'] = nx.shortest_path_length(G0, pipe_leak_end_node, located_pipe_end_node) + + if DtoTop1_num_series.min() == 0: + result_DtoTop1_num = 1 + result_DtoTop1 = DtoTop1_series.max() / 2 + else: + result_DtoTop1_num = DtoTop1_num_series.min() + 1 + DtoTop1_type = DtoTop1_series.argmin() + result_DtoTop1 = DtoTop1_series[DtoTop1_type] + (pipe_length[pipe_leak] + pipe_length[located_pipe]) / 2 + return result_DtoTop1, result_DtoTop1_num + + +def cal_RR(located_pipe, similarity_sp): + if located_pipe in similarity_sp.index: + rank = similarity_sp.index.get_loc(located_pipe) + RR = rank / len(similarity_sp.index) + else: + RR = 1.1 + return RR + + +def cal_cover(similarity, leak_pipe): + if leak_pipe in list(similarity.index): + cover = 1 + else: + cover = 0 + return cover + + +def cal_SD(located_pipe, real_pipe, pipe_x, pipe_y): + dx = pipe_x[located_pipe] - pipe_x[real_pipe] + dy = pipe_y[located_pipe] - pipe_y[real_pipe] + SD = math.sqrt(dx * dx + dy * dy) + return SD + + +def update_similarity(leak_candidate_center, similarity, leak_center_dict): + similarity_new = pd.Series(dtype=object) + for each_center in leak_candidate_center: + houxuan_center = leak_center_dict[each_center] + if len(houxuan_center) > 1: + temp_similarity = similarity[houxuan_center] + similarity_new[each_center] = temp_similarity.max() + else: + if type(similarity[each_center]) == pd.core.series.Series: + similarity_new[each_center] = similarity[each_center].mean() + else: + similarity_new[each_center] = similarity[each_center] + similarity_new = similarity_new.sort_values(ascending=False) + return similarity_new + + +def extra_judge(similarity): + mean_similarity = float(similarity.mean()) + record_sensor = [] + record_value = [] + for i in range(len(similarity.index)): + if similarity.iloc[i] >= mean_similarity: + record_value.append(similarity.iloc[i]) + record_sensor.append(similarity.index[i]) + out_put_similarity = pd.Series(record_value, index=record_sensor, dtype=object) + cut_ratio = len(out_put_similarity.index) / len(similarity.index) + return cut_ratio, out_put_similarity + + +def adjust_ratio(similarity_mode, cos_h, dis_h, dis_f_h, low_limit=0.1): + if similarity_mode == 'CAF': + if cos_h < low_limit: + cos_h = low_limit + dis_f_h = 1 - cos_h + elif dis_f_h < low_limit: + dis_f_h = low_limit + cos_h = 1 - dis_f_h + elif similarity_mode == 'CAD_new_gy': + if dis_h < low_limit: + dis_h = low_limit + cos_h = 1 - dis_h + elif cos_h < low_limit: + cos_h = low_limit + dis_h = 1 - cos_h + elif similarity_mode == 'CDF': + normal_index = [0, 1, 2] + h_list = [cos_h, dis_h, dis_f_h] + if cos_h < low_limit: + h_list[0] = low_limit + normal_index.remove(0) + if dis_h < low_limit: + h_list[1] = low_limit + normal_index.remove(1) + if dis_f_h < low_limit: + h_list[2] = low_limit + normal_index.remove(2) + + if len(normal_index) == 1: + h_list[normal_index[0]] = h_list[normal_index[0]] - (sum(h_list) - 1) + elif len(normal_index) == 2: + sum_list = sum(h_list) + multiper = 1 - (sum_list - 1) / (h_list[normal_index[0]] + h_list[normal_index[1]]) + h_list[normal_index[0]] = h_list[normal_index[0]] * multiper + h_list[normal_index[1]] = h_list[normal_index[1]] * multiper + + cos_h, dis_h, dis_f_h = h_list[0], h_list[1], h_list[2] + + return cos_h, dis_h, dis_f_h + + +# DAND +def DN_search_multi_simple_add_flow_count_new(wn, G0, all_node, node_x, node_y, pipe_start_node_all, pipe_end_node_all, + couple_node_length, node_pipe_dic, all_node_series, + top_group_ratio, top_pipe_num_max, top_pipe_num_min, + candidate_pipe_input_initial, + similarity_mode, pressure_monitor, pressure_predict, pressure_normal, + pressure_leak_all, + flow_monitor, flow_predict, flow_normal, flow_leak_all, + timestep_list, max_flow, group_basic_num, Top_sensor_num, if_gy, + pressure_threshold): + """ + 是一个较为复杂的迭代搜索函数,用于通过多次分组、仿真与相似性计算,最终定位出最可能发生漏损(或爆管)的管道。 + 函数内部依次调用前述的分组(metis_grouping_pipe_weight)、相似性计算(cal_similarity_all_multi_new_sq_improve_double_lzr) + 以及候选区域更新(area_output_num_ki_improve)函数。 + :param wn: 水网模型 + :param G0: 网络图 + :param all_node: 节点列表 + :param node_x: 节点坐标映射(字典或 Series) + :param node_y: 节点坐标映射(字典或 Series) + :param pipe_start_node_all: 字典 + :param pipe_end_node_all: 字典 + :param couple_node_length: 字典 + :param node_pipe_dic: 字典 + :param all_node_series: pandas Series + :param top_group_ratio: 数值 + :param top_pipe_num_max: 数值 + :param top_pipe_num_min: 数值 + :param candidate_pipe_input_initial: 候选管道列表 + :param similarity_mode: 字符串 + :param pressure_monitor: 压力数 + :param pressure_predict: 压力数 + :param pressure_normal: 压力数 + :param pressure_leak_all: 压力数 + :param timestep_list: 时间步列表 + :param max_flow: Series 或字典 + :param group_basic_num: 数值 + :param Top_sensor_num: 整数 + :param if_gy: 标志(整型或布尔) + :param pressure_threshold: 数值 + :return: 最终候选管道(最高相似性对应的管道名称)、耗时(秒)、模拟次数、更新后的 wn、以及最终相似性排序的 pandas Series + """ + iter_count = 0 + all_node_iter = copy.deepcopy(all_node) + candidate_pipe_input = copy.deepcopy(candidate_pipe_input_initial) # 可能漏损管段 + t1 = datetime.now() + if_flow, if_only_cos, if_only_flow = decode_mode(similarity_mode) # 定位方法 + # threshold + if if_only_flow == 1: + dpressure = (flow_predict - flow_monitor).mean() + dpressure = np.abs(dpressure) + effective_sensor = list(dpressure.index) + + else: + dpressure = (pressure_predict - pressure_monitor).mean() + dpressure = np.abs(dpressure) + dpressure = dpressure[dpressure > pressure_threshold] + effective_sensor = list(dpressure.index) + simulation_times = 0 # 模拟次数 + if len(dpressure) > 0: + + cos_h = 0 + dis_h = 0 + dis_f_h = 0 + if_compalsive = 0 + record_center_dataset = [] + # iter + while 1: + final_area = [] + final_center = [] + group_num = cal_group_num(candidate_pipe_input, group_basic_num) + + # group 分组,得出候选漏损中心 + candidate_center_list, candidate_group_list, new_all_node = metis_grouping_pipe_weight(G0, wn, + all_node_iter, + candidate_pipe_input, + group_num, node_x, + node_y, + pipe_start_node_all, + pipe_end_node_all, + node_pipe_dic, + all_node_series, + couple_node_length) + simulation_times = simulation_times + len(candidate_center_list) + # pick_pressure_leak + pressure_leak = pressure_leak_all.loc[candidate_center_list].loc[:, :] + flow_leak = flow_leak_all.loc[candidate_center_list].loc[:, :] + # pressure_leak_f= pressure_leak.swaplevel() + + # -------------------------------------------------------- + + add_center = [] + leak_center_dict = dict() + for i in range(len(candidate_center_list)): + houxuan_center = [] + for each_center in record_center_dataset: + if each_center in candidate_group_list[i] and each_center != candidate_center_list[i]: + houxuan_center.append(each_center) + add_center = add_center + houxuan_center + houxuan_center.append(candidate_center_list[i]) + leak_center_dict[candidate_center_list[i]] = houxuan_center + for each_center in candidate_center_list: + if each_center not in record_center_dataset: + record_center_dataset.append(each_center) + + # -------------------------------------------------------- + # -------------------------------------------------------- + if len(add_center) > 0: + s3 = pressure_leak_all.loc[add_center] + pressure_leak = pd.concat([pressure_leak, s3]) + s4 = flow_leak_all.loc[add_center] + flow_leak = pd.concat([flow_leak, s4]) + # -------------------------------------------------------- + # -------------------------------------------------------- + # + if len(candidate_pipe_input) < 1.2 * top_pipe_num_max / top_group_ratio: + if_compalsive = 1 + cos_h, dis_h, dis_f_h = adjust_ratio(similarity_mode, cos_h, dis_h, dis_f_h) + candidate_center_list_sup = candidate_center_list + add_center + similarity, cos_h, dis_h, dis_f_h, break_flag = cal_similarity_all_multi_new_sq_improve_double_lzr( + candidate_center_list_sup, similarity_mode, pressure_leak, + pressure_monitor, pressure_predict, pressure_normal, if_flow, if_only_cos, if_only_flow, + flow_leak, flow_monitor, flow_predict, flow_normal, + timestep_list, Top_sensor_num, if_gy, effective_sensor, cos_h, dis_h, dis_f_h, if_compalsive, max_flow) + if break_flag == 1: + break + + new_similarity = update_similarity(candidate_center_list, similarity, leak_center_dict) + if len(candidate_pipe_input) > top_pipe_num_max / top_group_ratio: + cut_ratio, new_similarity = extra_judge(new_similarity) + else: + cut_ratio = 1 + final_area_t, final_center_t, all_node_new_1, if_end = area_output_num_ki_improve(candidate_center_list, + candidate_group_list, + new_similarity, + new_all_node, + top_group_ratio, + top_pipe_num_max, + top_pipe_num_min, + cut_ratio) + final_area = final_area + final_area_t + final_center = final_center + final_center_t + + final_area = list(set(final_area)) + final_center = list(set(final_center)) + if if_end == 1: + break + elif len(candidate_pipe_input) == len(final_area): + break + else: + candidate_pipe_input = final_area + all_node_iter = all_node_new_1 + iter_count += 1 + sys.stdout.write( + '\r' + '已经完成' + str(iter_count) + '次迭代计算' + '候选节点' + str(len(final_area)) + '个') + if break_flag == 0: + final_area_pipe = copy.deepcopy(final_area) + simulation_times = simulation_times + len(final_area) + pressure_leak_sp = pressure_leak_all.loc[final_area_pipe].loc[:, :] + flow_leak_sp = flow_leak_all.loc[final_area_pipe].loc[:, :] + similarity_sp, cos_h, dis_h, dis_f_h, break_flag = cal_similarity_all_multi_new_sq_improve_double_lzr( + final_area_pipe, similarity_mode, pressure_leak_sp, + pressure_monitor, pressure_predict, pressure_normal, if_flow, + if_only_cos, if_only_flow, + flow_leak_sp, flow_monitor, flow_predict, flow_normal, + timestep_list, Top_sensor_num, if_gy, effective_sensor, cos_h, dis_h, dis_f_h, if_compalsive, max_flow) + + else: + dpressure = (pressure_predict - pressure_monitor).mean() + dpressure = np.abs(dpressure) + simulation_times = simulation_times + len(dpressure.index) + similarity_sp = pd.Series(dtype=object) + for each_node in dpressure.index: + pipe = node_pipe_dic[each_node][0] + similarity_sp.loc[pipe] = dpressure.loc[each_node] + similarity_sp = similarity_sp.sort_values(ascending=False) + t2 = datetime.now() + final_area_pipe = [] + + sys.stdout.write( + '\r' + '已经完成' + str(iter_count + 1) + '次迭代计算' + '候选节点' + str(len(final_area_pipe)) + '个') + t2 = datetime.now() + dt = (t2 - t1).seconds + else: + dpressure = (pressure_predict - pressure_monitor).mean() + dpressure = np.abs(dpressure) + + similarity_sp = pd.Series(dtype=object) + for each_node in dpressure.index: + pipe = node_pipe_dic[each_node][0] + similarity_sp.loc[pipe] = dpressure.loc[each_node] + similarity_sp = similarity_sp.sort_values(ascending=False) + t2 = datetime.now() + dt = (t2 - t1).seconds + return similarity_sp.index[0], dt, simulation_times, wn, similarity_sp + + +def decode_mode(similarity_mode): + if similarity_mode == 'COS': + if_flow = 0 + if_only_cos = 1 + if_only_flow = 0 + elif similarity_mode == 'CAD_new_gy': + if_flow = 0 + if_only_cos = 0 + if_only_flow = 0 + elif similarity_mode == 'CDF': + if_flow = 1 + if_only_cos = 0 + if_only_flow = 0 + elif similarity_mode == 'CAF': + if_flow = 1 + if_only_cos = 1 + if_only_flow = 0 + elif similarity_mode == 'DIS': + if_flow = 1 + if_only_cos = 2 + if_only_flow = 0 + elif similarity_mode == 'OF': + if_flow = 1 + if_only_cos = 0 + if_only_flow = 1 + return if_flow, if_only_cos, if_only_flow + + +# 根据爆管直径选择可能管段 +def pick_pipe(all_pipes, pipe_diameter, limited_diameter): + candidate_pipe = [] + for each_pipe in all_pipes: + if pipe_diameter[each_pipe] >= limited_diameter: + candidate_pipe.append(each_pipe) + return candidate_pipe + + +#2025/6/7 +def locate_burst(name: str, pressure_SCADA_ID_list: list[list[str]], burst_SCADA_pressure: pd.Series, + normal_SCADA_pressure: pd.Series, flow_SCADA_ID_list: list[list[str]], burst_SCADA_flow: pd.Series, + normal_SCADA_flow: pd.Series, burst_leakage: float, burst_happen_time: str, basic_pressure: float = 10.0): + """ + 漏损定位 + :param name: 数据库名称 + :param pressure_SCADA_ID_list: 压力SCADA点的名称列表 + :param burst_SCADA_pressure: 爆管时真实压力 or 爆管方案模拟的到的压力 + :param normal_SCADA_pressure: 爆管时间数据平滑得到的压力 or 正常情况下的压力 + :param burst_leakage: 爆管漏损水量 + :param burst_happen_time: 爆管发生时间,格式为'2024-11-25T09:00:00+08:00' + :param basic_pressure: 水厂给整片管网的最小服务压力。根据《城镇供水服务》(GB/T 32063-2015),管网末梢最小服务压力应不低于 0.14 MPa(14米水柱), + 《消防给水及消火栓系统技术规范》(GB 50974-2014)规定,火灾时管网压力应至少达到 0.10 MPa(10米水柱) + :return: + """ + + # candidate_type + candidate_type = 'pipe' + top_group_ratio = 0.4 + top_pipe_num_max = 42 # 25 + top_pipe_num_min = 34 # 35 + # modified + # similarity_mode_list = ['CDF_inflow','CDF_other','CAD_new_gy','CAF','COS'] + method_rational = 0.5 + + # 保存路径 与 部分参数 修改 + file_fold = './1mypaperdata_f/sensor_opt_validation/' # './sensor_opt/' + Method_mode = 'DAND' + Noise_level = 'N2' + Leakage_level = 'L02' + version = 'wz_0513' + + file_path = os.path.join(file_fold, f'{name}' + '_' + Method_mode + + '_' + Noise_level + '_' + Leakage_level + '_' + version + '.xlsx') + directory = os.path.dirname(file_path) + if not os.path.exists(directory): + os.makedirs(directory) + writer = pd.ExcelWriter(file_path) + + # other basic_setting 可不修改 + candidate_leak_ratio = [float(Leakage_level[1:]) / 10] + node_d_noise_list = [0, 0.05, 0.1, 0.15] # /3.27 + pipe_c_noise_list = [0, 5, 10, 15] # /3.27 + noise_para_monitor_list = [0, 0.1, 0.2, 0.3] # + noise_f_para_monitor_list = [0, 1, 2, 5] # % + leak_flow_para_mean_list = [0, 0.0125, 0.0125, 0.0125] + leak_flow_para_std1_list = [0, 0.0125 / 4, 0.0125 / 4, 0.0125 / 4] + leak_flow_para_std2_list = [0, 0.0025 / 3, 0.0025 / 3, 0.0025 / 3] + noise_level = int(Noise_level[1:]) + ## other + # driven_mode = 'DD' + require_p = 100 * 1.42 # 20mh2o + minimum_p = 0 # 0 + if_plot = 0 + # 加载原始管网模型及读取信息 + # 调用 load_inp 构造水网模型(使用 wntr 模块),加载 正常工况的 INP 文件 + wn_origin = load_inp(name=name, before_burst_time=burst_happen_time) + # 由read_inf_inp 获取水网中所有节点、节点海拔、坐标、候选管道(初始状态为开)、管道起始和结束节点、长度和直径等信息 + all_node, node_elevation, node_coordinates, candidate_pipe_init, pipe_start_node, pipe_end_node, pipe_length, pipe_diameter = read_inf_inp( + wn_origin) + candidate_pipe_input, min_diameter = cal_possible_pipe(burst_leakage, candidate_pipe_init, pipe_diameter) # 获取可能管段和最小爆管直径 + node_x, node_y = cal_node_coordinate(all_node, node_coordinates) + all_link, pipe_start_node_all, pipe_end_node_all = read_inf_inp_other(wn_origin) + + # 节点索引与节点-管道字典 + # 首先取出所有节点名称,再构造一个 pandas Series,将每个节点名称映射到一个索引(0, 1, 2, …) + all_node_series = wn_origin.node_name_list + all_node_series = pd.Series(range(len(all_node_series)), index=all_node_series) + node_pipe_dic = {node: wn_origin.get_links_for_node(node) for node in wn_origin.node_name_list} + + couple_node_length = dict() + for each_link in all_link: + start_node = pipe_start_node_all[each_link] + end_node = pipe_end_node_all[each_link] + name1 = start_node + ',' + end_node + name2 = end_node + ',' + start_node + if each_link in pipe_length.index: + couple_node_length[name1] = math.ceil(pipe_length[each_link] * 10) + couple_node_length[name2] = math.ceil(pipe_length[each_link] * 10) + else: + couple_node_length[name1] = 1 + couple_node_length[name2] = 1 + + # 首先排除无关节点,直接对all_node操作 + n_node = [] + all_node = list(set(all_node) - set(n_node)) + # 计算需要排除的节点 + except_node_boundary = [] + tank_names = wn_origin.tank_name_list + reservoir_names = wn_origin.reservoir_name_list + except_node_construction = list(tank_names + reservoir_names) + except_node_list = except_node_boundary + except_node_construction + all_node_temp = list(set(all_node) - set(except_node_boundary)) + all_node_temp = list(set(all_node_temp) - set(except_node_construction)) + all_node_new = all_node_temp + all_node_pcv = [] + + ## 模拟漏损管道 + candidate_pipe_input = list(set(candidate_pipe_input)) + candidate_pipe_input_initial = list(set(candidate_pipe_input)) + + ## 随机选择一定数量的管段 + num_to_select = max(2, int(len(candidate_pipe_input_initial) * 0.001)) + leakage_position_list = random.sample(candidate_pipe_input_initial, num_to_select) + # leakage_position_list = ['ZBBGXSZK001865','ZBBGXSZK002094','ZBBGXSZK002075'] + + ## 获取水塔和水库的进出水管段及水泵 + # reservoir_links = {} + # tank_links = {} + # for res in reservoir_names: + # reservoir_links[res] = {'pipes': {'pos': [], 'neg': []}, 'pumps': {'pos': [], 'neg': []}} + # for tank in tank_names: + # tank_links[tank] = {'pipes': {'pos': [], 'neg': []}, 'pumps': {'pos': [], 'neg': []}} + # for pipe_name in wn_origin.pipe_name_list: + # pipe = wn_origin.get_link(pipe_name) + # start_node = pipe.start_node_name + # end_node = pipe.end_node_name + # # 水库相关的管道 + # if start_node in reservoir_names: + # reservoir_links[start_node]['pipes']['pos'].append(pipe_name) + # if end_node in reservoir_names: + # reservoir_links[end_node]['pipes']['neg'].append(pipe_name) + # # 水塔相关的管道 + # if start_node in tank_names: + # tank_links[start_node]['pipes']['pos'].append(pipe_name) + # if end_node in tank_names: + # tank_links[end_node]['pipes']['neg'].append(pipe_name) + # for pump_name in wn_origin.pump_name_list: + # pump = wn_origin.get_link(pump_name) + # start_node = pump.start_node_name + # end_node = pump.end_node_name + # # 水库相关水泵 + # if start_node in reservoir_names: + # reservoir_links[start_node]['pumps']['pos'].append(pump_name) + # if end_node in reservoir_names: + # reservoir_links[end_node]['pumps']['neg'].append(pump_name) + # # 水塔相关水泵 + # if start_node in tank_names: + # tank_links[start_node]['pumps']['pos'].append(pump_name) + # if end_node in tank_names: + # tank_links[end_node]['pumps']['neg'].append(pump_name) + # all_reservoir_pos_links = [ + # link + # for res_data in reservoir_links.values() + # for link_type in ['pipes', 'pumps'] + # for link in res_data[link_type]['pos'] + # ] + # all_reservoir_neg_links = [ + # link + # for res_data in reservoir_links.values() + # for link_type in ['pipes', 'pumps'] + # for link in res_data[link_type]['neg'] + # ] + # all_tank_pos_links = [ + # link + # for tan_data in tank_links.values() + # for link_type in ['pipes', 'pumps'] + # for link in tan_data[link_type]['pos'] + # ] + # all_tank_neg_links = [ + # link + # for tan_data in tank_links.values() + # for link_type in ['pipes', 'pumps'] + # for link in tan_data[link_type]['neg'] + # ] + # all_tank_pipe_links = [ + # link + # for tan_data in tank_links.values() + # for link_type in ['pos', 'neg'] + # for link in tan_data['pipes'][link_type] + # ] + # f1 = [] + # f_corr2_f = all_tank_pipe_links + # _pos = all_reservoir_pos_links + all_tank_pos_links # 出水 + # _neg = all_reservoir_neg_links + all_tank_neg_links # 进水 + # f0 = _pos + _neg + + # 需测试的监测点布局 + ## sensor analyse S5_40 ---------------------------------------------- + sensor_name_list_str = ['test'] # 每个监测布局的名称 + sensor_name_list = pressure_SCADA_ID_list + # 不同的监测点对应的定位方法,可设置全为'CAD_new_gy' + similarity_mode_list = ['COS'] * len(sensor_name_list_str) + sensor_f_name_list = [[] for _ in range(len(sensor_name_list_str))] # 流量监测点 + # sensor_f_name_list = flow_SCADA_ID_list + sensor_level_list = list(np.arange(len(sensor_name_list_str))) + sensor_name = itertools.chain.from_iterable(sensor_name_list) + sensor_name = list(set(sensor_name)) + sensor_f_name = itertools.chain.from_iterable(sensor_f_name_list) + sensor_f_name = list(set(sensor_f_name)) + # sensor_f_name = sensor_f_name + f0 + f1 + f_corr2_f + # sensor_f_name = list(set(sensor_f_name)) + sensor_name_all = copy.deepcopy(sensor_name) + sensor_f_name_all = copy.deepcopy(sensor_f_name) + + r2 = pd.DataFrame( + index=pd.MultiIndex.from_product([sensor_name_list_str, leakage_position_list]), columns=['TD']) + r3 = pd.DataFrame( + index=pd.MultiIndex.from_product([sensor_name_list_str, leakage_position_list]), columns=['SD']) + r4 = pd.DataFrame( + index=pd.MultiIndex.from_product([sensor_name_list_str, leakage_position_list]), columns=['PD']) + r5 = pd.DataFrame( + index=pd.MultiIndex.from_product([sensor_name_list_str, leakage_position_list]), columns=['lpID']) + r6 = pd.DataFrame( + index=pd.MultiIndex.from_product([sensor_name_list_str, leakage_position_list]), columns=['Times']) + r7 = pd.DataFrame( + index=pd.MultiIndex.from_product([sensor_name_list_str, leakage_position_list]), columns=['Cover']) + + + recorded_position = [] + r2 = r2.sort_index() + r3 = r3.sort_index() + r4 = r4.sort_index() + r5 = r5.sort_index() + r6 = r6.sort_index() + r7 = r7.sort_index() + + + # 定位 + basic_group_num = 10 + # 无需修改部分 + # load network + G0 = construct_graph(wn_origin) + + # ==================================================================================================================== + pressure_basic, flow_basic, basic_p, top_sensor, base_demand = normal_simulation_pf(wn_origin, sensor_name_all, sensor_f_name_all) + timestep_list = [0] + + pipe_x, pipe_y = cal_pipe_coordinate(candidate_pipe_input, pipe_start_node, pipe_end_node, node_coordinates) + ## ------------------------------------------------------------------------------------------------------------ + ## ---------------------------------------------------------------------------- + + # get pipe coefficient + pipe_coefficient = wn_origin.query_link_attribute('roughness', link_type=wntr.network.model.Pipe) + basic_demand_pd = produce_pattern_value(wn_origin, all_node_new) + ## ---------------------------------------------------------------------------- + # 改_wz_________________________________________ + # # noise ======================================================================= + # sum_flow = 0 + # for p in _pos: + # sum_flow += flow_basic[p] + # for p in _neg: + # sum_flow -= flow_basic[p] + # sum_flow = sum_flow.mean() + # # noise + # node_d_noise = node_d_noise_list[noise_level] # /3.27 + # pipe_c_noise = pipe_c_noise_list[noise_level] # /3.27 + # # leak_flow_para = 1 * sum_flow.values[0] * 0.017 /3600 + # leak_flow_para_mean = 1 * sum_flow * leak_flow_para_mean_list[noise_level] + # leak_flow_para_std1 = 1 * sum_flow * leak_flow_para_std1_list[noise_level] + # leak_flow_para_std2 = 1 * sum_flow * leak_flow_para_std2_list[noise_level] + # noise_para_monitor = noise_para_monitor_list[noise_level] # + noise_f_para_monitor = noise_f_para_monitor_list[noise_level] # % + velocity = 1 + noise_f_max = pipe_diameter ** 2 * math.pi * velocity * noise_f_para_monitor / 400 + max_flow = pipe_diameter ** 2 * math.pi * velocity / 4 + # noise ======================================================================= + + # basic_leak_similation ======================================================================= + # 进行管段模拟漏损(而非节点模拟漏损),获得每根管道的漏损流量和压力 + pressure_leak_all_pre_new_all = pd.DataFrame( + index=pd.MultiIndex.from_product([candidate_leak_ratio, candidate_pipe_input_initial, timestep_list]), + columns=sensor_name_all) + pressure_leak_all_pre_new_all = pressure_leak_all_pre_new_all.sort_index() + flow_leak_all_pre_new_all = pd.DataFrame( + index=pd.MultiIndex.from_product([candidate_leak_ratio, candidate_pipe_input_initial, timestep_list]), + columns=sensor_f_name_all) + flow_leak_all_pre_new_all = flow_leak_all_pre_new_all.sort_index() + pressure_leak_basic_all = pd.DataFrame( + index=pd.MultiIndex.from_product([candidate_leak_ratio, candidate_pipe_input_initial]), columns=sensor_name_all) + for pick_leak_ratio in candidate_leak_ratio: + # leak_flow_simu = sum_flow * pick_leak_ratio + leak_flow_simu = burst_leakage + wn = copy.deepcopy(wn_origin) + pressure_leak_all_pre, flow_leak_all_pre, leak_candidate_center = cal_signature_pipe_multi_pf(wn, + leak_flow_simu, + candidate_pipe_input_initial, + timestep_list, + sensor_name_all, + sensor_f_name_all) + + for each in candidate_pipe_input_initial: + pressure_leak_all_pre_new_all.loc[pick_leak_ratio].loc[each].loc[:, :] = pressure_leak_all_pre.loc[ + each].loc[:, sensor_name_all] + + for each in candidate_pipe_input_initial: + flow_leak_all_pre_new_all.loc[pick_leak_ratio].loc[each].loc[:, :] = flow_leak_all_pre.loc[each].loc[:, + sensor_f_name_all] + + for candidate_pipe in candidate_pipe_input_initial: + pressure_leak_basic_all.loc[pick_leak_ratio].loc[candidate_pipe, :] = pressure_leak_all_pre.loc[ + candidate_pipe].loc[:, :].mean() + + # sensor information ======================================================================= + + ## ---------------------------------------------------------------------------- + + DEMAND_COUNT = 0 + wn_change = copy.deepcopy(wn_origin) + wn = copy.deepcopy(wn_origin) + + # ========================================================================================================== + + pressure_basic_basic, flow_basic_basic, basic_p, top_sensor, base_demand = normal_simulation_multi_pf(wn, sensor_name_all, sensor_f_name_all) + + # for each_candidate in leakage_position_list: + # each_candidate='111' + # wn = copy.deepcopy(wn_origin) + # r1 = pd.DataFrame( + # index=sensor_name_list_str, + # columns=['TD', 'SD', 'PD', 'lpID', 'Times', 'Cover', 'Simu Count']) + # r1 = r1.sort_index() + # + # recorded_position.append(each_candidate) + # leak_index = int(np.round(random.random() * (len(candidate_leak_ratio) - 1))) + # leak_flow_simu =candidate_leak_ratio[leak_index] * sum_flow + # leak_mag = add_noise_number(leak_flow_simu, 'uni', leak_flow_para) + # wn_change = copy.deepcopy(wn_origin) + + # 获得对应模拟时刻下,正常噪声和添加漏损后的监测点数据 + # wn_change, pressure_predict_basic, flow_predict_basic, pressure_output, flow_output = add_noise_in_wn_pf( + # wn_change, pipe_c_noise, timestep_list, + # pipe_coefficient, sensor_name_all, sensor_f_name_all, all_node_new, + # basic_demand_pd, + # 'uni', node_d_noise, + # each_candidate, leak_mag) + # + # pressure_monitor_basic = add_noise_pd(pressure_output, 'uni', noise_para_monitor) + # flow_monitor_basic = add_noise_percentage_pd(flow_output, 'uni', noise_f_para_monitor) + leak_index = int(np.round(random.random() * (len(candidate_leak_ratio) - 1))) + leak_mag = leak_flow_simu + print('leak_mag' + str(leak_mag * 3600) + '.........') + pressure_monitor = pd.DataFrame(index=timestep_list, columns=sensor_name) + pressure_predict = pd.DataFrame(index=timestep_list, columns=sensor_name) + pressure_basic = pd.DataFrame(index=timestep_list, columns=sensor_name) + flow_monitor = pd.DataFrame(index=timestep_list, columns=sensor_f_name) + flow_predict = pd.DataFrame(index=timestep_list, columns=sensor_f_name) + flow_basic = pd.DataFrame(index=timestep_list, columns=sensor_f_name) + for i in range(len(timestep_list)): + for sensor_level in sensor_level_list: + sensor_name = sensor_name_list[sensor_level] + pressure_monitor.iloc[i, :] = burst_SCADA_pressure.loc[sensor_name] + pressure_predict.iloc[i, :] = normal_SCADA_pressure.loc[sensor_name] + pressure_basic.iloc[i, :] = pressure_basic_basic.loc[:, sensor_name] + sensor_f_name = sensor_f_name_list[sensor_level] + + pressure_leak_all_pre_new = pd.DataFrame( + index=pd.MultiIndex.from_product([candidate_pipe_input_initial, timestep_list]), # 笛卡尔积,生成多级索引 + columns=sensor_name) + pressure_leak_all_pre_new = pressure_leak_all_pre_new.sort_index() # 排序 + flow_leak_all_pre_new = pd.DataFrame( + index=pd.MultiIndex.from_product([candidate_pipe_input_initial, timestep_list]), + columns=sensor_f_name) + flow_leak_all_pre_new = flow_leak_all_pre_new.sort_index() + for each in candidate_pipe_input_initial: + pressure_leak_all_pre_new.loc[each].loc[:, :] = pressure_leak_all_pre_new_all.loc[candidate_leak_ratio[leak_index]].loc[each].loc[:, + sensor_name] + flow_leak_all_pre_new.loc[each].loc[:, :] = flow_leak_all_pre_new_all.loc[candidate_leak_ratio[leak_index]].loc[each].loc[:, + sensor_f_name] + wn = copy.deepcopy(wn_origin) + # start DN search + # ================================================================= + use_similarity_mode = similarity_mode_list[sensor_level] + flow_monitor.iloc[i, :] = burst_SCADA_flow.loc[sensor_f_name] + flow_predict.iloc[i, :] = normal_SCADA_flow.loc[sensor_f_name] + flow_basic.iloc[i, :] = flow_basic_basic.loc[:, sensor_f_name] + # ================================================================= + + located_pipe, dt, simu_count, wn, similarity_sp = DN_search_multi_simple_add_flow_count_new(wn, G0, + all_node, + node_x, + node_y, + pipe_start_node_all, + pipe_end_node_all, + couple_node_length, + node_pipe_dic, + all_node_series, + top_group_ratio, + top_pipe_num_max, + top_pipe_num_min, + candidate_pipe_input_initial, + use_similarity_mode, + pressure_monitor, + pressure_predict, + pressure_basic, + pressure_leak_all_pre_new, + flow_monitor, + flow_predict, + flow_basic, + flow_leak_all_pre_new, + timestep_list, + max_flow, + basic_group_num, + Top_sensor_num=len( + sensor_name), + if_gy=0, + pressure_threshold=0.05) + + print(located_pipe, dt, simu_count, similarity_sp) + # if len(list(similarity_sp.index)) == 0: + # SD = 9999 + # TD = 9999 + # PD = 90 + # lpID = '' + # cover = 0 + # else: + # SD = cal_SD(located_pipe, each_candidate, pipe_x, pipe_y) + # TD, PD = cal_DtoTop1(G0, each_candidate, located_pipe, pipe_start_node_all, pipe_end_node_all, + # pipe_length) + # lpID = located_pipe + # cover = cal_cover(similarity_sp, each_candidate) + # r1.loc[sensor_name_list_str[sensor_level]].loc['TD'] = TD # 定位拓扑距离 + # r1.loc[sensor_name_list_str[sensor_level]].loc['SD'] = SD # 定位空间距离 + # r1.loc[sensor_name_list_str[sensor_level]].loc['lpID'] = lpID # 不重要的参数,可删去 + # r1.loc[sensor_name_list_str[sensor_level]].loc['Times'] = dt # 定位时间 + # r1.loc[sensor_name_list_str[sensor_level]].loc['Cover'] = cover # 覆盖率 + # r1.loc[sensor_name_list_str[sensor_level]].loc['PD'] = PD # 定位拓扑连接数 + # r1.loc[sensor_name_list_str[sensor_level]].loc['Simu Count'] = simu_count # 模拟次数 + # + # # --- 获取当前候选点的前10管道 --- + # top_10_pipes = similarity_sp.head(10) + # df_to_export = pd.DataFrame({ + # "管道ID": top_10_pipes.index, + # "特征相似值": top_10_pipes.values + # }) + # sheet_name = str(each_candidate) + # # --- 写入当前候选点的子表 --- + # df_to_export.to_excel( + # writer, + # sheet_name=sheet_name, + # index=False, + # header=True + # ) + # print(f"所有候选点的相似度排名已保存") + # + # print( + # 'finish candidate:' + each_candidate + ' and total calculation times:' + str( + # DEMAND_COUNT) + '..') + # + # # r1.to_excel(writer, sheet_name=each_candidate) + # + # for sensor_level in sensor_level_list: + # sensor_name = sensor_name_list_str[sensor_level] + # # 获取该传感器在r1中的所有相关数据 + # sensor_data = r1.loc[sensor_name] + # r2.loc[(sensor_name, each_candidate)] = sensor_data['TD'] + # r3.loc[(sensor_name, each_candidate)] = sensor_data['SD'] + # r4.loc[(sensor_name, each_candidate)] = sensor_data['PD'] + # r5.loc[(sensor_name, each_candidate)] = sensor_data['lpID'] + # r6.loc[(sensor_name, each_candidate)] = sensor_data['Times'] + # r7.loc[(sensor_name, each_candidate)] = sensor_data['Cover'] + # + # DEMAND_COUNT += 1 + # print('finish' + str(DEMAND_COUNT) + 'candidates.........') + # if DEMAND_COUNT > 1: + # + # for sensor_level in sensor_level_list: + # print('sensor_level_' + str(sensor_level)) + # print('--SD: ' + + # str(r3.loc[sensor_name_list_str[sensor_level]].loc[recorded_position].mean()) + + # ', nowTD:' + str(r2.loc[sensor_name_list_str[sensor_level]].loc[each_candidate].mean()) + + # ', PD:' + str(r3.loc[sensor_name_list_str[sensor_level]].loc[recorded_position].mean()) + + # ', Cover:' + str(r7.loc[sensor_name_list_str[sensor_level]].loc[recorded_position].mean()) ) + # + # print('====================================================') + # + # + # # 保存的文件 里面包含的评估参数 主要的就是TD Cover TD + # r2.to_excel(writer, sheet_name='TD') + # r3.to_excel(writer, sheet_name='SD') + # r4.to_excel(writer, sheet_name='PD') + # r5.to_excel(writer, sheet_name='lpID') + # r6.to_excel(writer, sheet_name='Times') + # r7.to_excel(writer, sheet_name='Cover') + # writer._save() + + +if __name__ == '__main__': + + # influxdb_api.query_corresponding_query_id_and_element_id('bb') + # pressure_SCADA_ID_list = [list(globals.scheme_pressure_ids.values())] + # # print(pressure_SCADA_ID_list) + # flow_SCADA_ID_list = [list(globals.scheme_pipe_flow_ids.values())] + # burst_leakage = influxdb_api.manually_get_burst_flow(scheme_Type='burst_Analysis', scheme_Name='burst_scheme', scheme_start_time='2025-03-10T12:00:00+08:00') + # # print(burst_leakage) + + burst_SCADA_pressure, pressure_SCADA_IDs_list, normal_SCADA_pressure = manually_get_burst_time_SCADA_pressure(name='bb', manually_burst_time='2025-03-30T12:00:00+08:00', scheme_Type='burst_Analysis', scheme_Name='test0618') + print(type(pressure_SCADA_IDs_list), pressure_SCADA_IDs_list) + + ## 平铺 pressure_SCADA_IDs_list + # SCADA数据有问题,使用模拟数据代替SCADA真实数据 + flat_ids = [item for sublist in pressure_SCADA_IDs_list for item in sublist] + result_records = influxdb_api.query_all_record_by_time_property(query_time='2025-03-30T12:00:00+08:00', type='node', property='pressure') + simulation_normal_SCADA_presssure = [record for record in result_records if record['ID'] in flat_ids] + normal_SCADA_pressure = {record['ID']: record['value'] for record in simulation_normal_SCADA_presssure} + print(normal_SCADA_pressure) + normal_SCADA_pressure = pd.Series(normal_SCADA_pressure) + normal_SCADA_pressure = normal_SCADA_pressure.reindex(burst_SCADA_pressure.index) + # burst_flow = manually_get_burst_flow(scheme_Type='burst_Analysis', scheme_Name='test0618', + # burst_start_time='2025-03-30T12:00:00+08:00') + flow_SCADA_ID_list = [[]] + burst_SCADA_flow = pd.Series(index=[], dtype=float) + normal_SCADA_flow = pd.Series(index=[], dtype=float) + if_detect, tag = cal_if_detect(burst_SCADA_pressure=burst_SCADA_pressure, normal_SCADA_pressure=normal_SCADA_pressure, min_dpressure=2.0) + locate_burst(name='bb', pressure_SCADA_ID_list=pressure_SCADA_IDs_list, burst_SCADA_pressure=burst_SCADA_pressure, + normal_SCADA_pressure=normal_SCADA_pressure, flow_SCADA_ID_list=flow_SCADA_ID_list, burst_SCADA_flow=burst_SCADA_flow, + normal_SCADA_flow=normal_SCADA_flow, burst_leakage=0.057, burst_happen_time='2025-03-30T12:00:00+08:00') + + + + + + + diff --git a/api_ex/kmeans_sensor.py b/api_ex/kmeans_sensor.py new file mode 100644 index 0000000..273ba93 --- /dev/null +++ b/api_ex/kmeans_sensor.py @@ -0,0 +1,109 @@ +import wntr +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +import sklearn.cluster +import os + + + +class QD_KMeans(object): + def __init__(self, wn, num_monitors): + # self.inp = inp + self.cluster_num = num_monitors # 聚类中心个数,也即测压点个数 + self.wn=wn + self.monitor_nodes = [] + self.coords = [] + self.junction_nodes = {} # Added missing initialization + + + def get_junctions_coordinates(self): + + for junction_name in self.wn.junction_name_list: + junction = self.wn.get_node(junction_name) + self.junction_nodes[junction_name] = junction.coordinates + self.coords.append(junction.coordinates ) + + # print(f"Total junctions: {self.junction_coordinates}") + + def select_monitoring_points(self): + if not self.coords: # Add check if coordinates are collected + self.get_junctions_coordinates() + coords = np.array(self.coords) + coords_normalized = (coords - coords.min(axis=0)) / (coords.max(axis=0) - coords.min(axis=0)) + kmeans = sklearn.cluster.KMeans(n_clusters= self.cluster_num, random_state=42) + kmeans.fit(coords_normalized) + + for center in kmeans.cluster_centers_: + distances = np.sum((coords_normalized - center) ** 2, axis=1) + nearest_node = self.wn.junction_name_list[np.argmin(distances)] + self.monitor_nodes.append(nearest_node) + + return self.monitor_nodes + + + def visualize_network(self): + """Visualize network with monitoring points""" + ax=wntr.graphics.plot_network(self.wn, + node_attribute=self.monitor_nodes, + node_size=30, + title='Optimal sensor') + plt.show() + + + + +def kmeans_sensor_placement(name: str, sensor_num: int, min_diameter: int) -> list: + inp_name = f'./db_inp/{name}.db.inp' + wn= wntr.network.WaterNetworkModel(inp_name) + wn_cluster=QD_KMeans(wn, sensor_num) + + # Select monitoring pointse + sensor_ids= wn_cluster.select_monitoring_points() + + # wn_cluster.visualize_network() + + return sensor_ids + + + +if __name__ == "__main__": + #sensorindex = get_ID(name='suzhouhe_2024_cloud_0817', sensor_num=30, min_diameter=500) + sensorindex = kmeans_sensor_placement(name='szh', sensor_num=50, min_diameter=300) + print(sensorindex) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/build_pyd_singelfile.py b/build_pyd_singelfile.py new file mode 100644 index 0000000..1c44d25 --- /dev/null +++ b/build_pyd_singelfile.py @@ -0,0 +1,6 @@ +from distutils.core import setup +from Cython.Build import cythonize + +setup(ext_modules=cythonize([ + "api/project.py" + ])) \ No newline at end of file diff --git a/epanet/apply_valve_renames.py b/epanet/apply_valve_renames.py new file mode 100644 index 0000000..12b5387 --- /dev/null +++ b/epanet/apply_valve_renames.py @@ -0,0 +1,85 @@ +#!/usr/bin/env python3 +from pathlib import Path +import re + +inp = Path(r"d:\TJWaterServer\epanet\szhskeleton-patternfixed-ascii.inp") +out = Path(r"d:\TJWaterServer\epanet\szhskeleton-patternfixed-ascii-fixed2.inp") +mapout = Path(r"d:\TJWaterServer\epanet\szhskeleton-patternfixed-ascii-fixed2.mapping.txt") + +text = inp.read_text(encoding='utf-8') +lines = text.splitlines() + +# find [VALVES] start and end +start = None +for i,l in enumerate(lines): + if l.strip().upper() == '[VALVES]': + start = i + break +if start is None: + print('No [VALVES] section found') + raise SystemExit(1) +end = len(lines) +for j in range(start+1, len(lines)): + if re.match(r"^\s*\[.+\]", lines[j]): + end = j + break + +# collect valve lines with their absolute numbers +valve_entries = [] # (absolute_line_index, token, line) +for idx in range(start+1, end): + l = lines[idx] + if not l.strip() or l.strip().startswith(';'): + continue + tok = l.split()[0] + valve_entries.append((idx, tok, l)) + +from collections import defaultdict +positions = defaultdict(list) +for ln, tok, l in valve_entries: + positions[tok].append(ln) + +# find duplicates +dups = {tok:lns for tok,lns in positions.items() if len(lns)>1} +print('Found', sum(1 for _ in valve_entries), 'valve entries; duplicates:', len(dups)) + +replacements = [] # (line_index, old, new) +counter = 1 +for tok, lns in dups.items(): + # skip first occurrence, rename others + for occ_index, ln in enumerate(lns): + if occ_index == 0: + continue + # produce new name: prefix V if starts with digit + if re.fullmatch(r"\d+", tok) or re.match(r"^\d", tok): + base = 'V' + tok + else: + base = tok + new = f'{base}_{occ_index}' + # ensure uniqueness globally + while any(rn == new for _,_,rn in replacements) or any(new == t for t in positions.keys()): + counter += 1 + new = f'{base}_{occ_index}_{counter}' + replacements.append((ln, tok, new)) + +# Apply replacements on the given absolute lines +for ln, old, new in replacements: + line = lines[ln] + # replace only first token occurrence + parts = line.split() + if parts: + # find start of token in line (preserve spacing) + m = re.search(re.escape(parts[0]), line) + if m: + startpos = m.start() + endpos = m.end() + newline = line[:startpos] + new + line[endpos:] + lines[ln] = newline + +# write new file +out.write_text('\n'.join(lines) + '\n', encoding='utf-8') +# write mapping +with mapout.open('w', encoding='utf-8') as f: + for ln, old, new in replacements: + f.write(f'line {ln+1}: {old} -> {new}\n') + +print('Wrote', out, 'with', len(replacements), 'replacements; mapping at', mapout) diff --git a/epanet/epanet.py b/epanet/epanet.py index 603e947..2a2409b 100644 --- a/epanet/epanet.py +++ b/epanet/epanet.py @@ -9,7 +9,7 @@ import subprocess import logging from typing import Any sys.path.append("..") -from api import project +from api import project_backup from api import inp_out @@ -243,7 +243,7 @@ def dump_output_binary(path: str) -> str: #DingZQ, 2025-02-04, 返回dict[str, Any] def run_project_return_dict(name: str, readable_output: bool = False) -> dict[str, Any]: - if not project.have_project(name): + if not project_backup.have_project(name): raise Exception(f'Not found project [{name}]') dir = os.path.abspath(os.getcwd()) @@ -276,7 +276,7 @@ def run_project_return_dict(name: str, readable_output: bool = False) -> dict[st # original code def run_project(name: str, readable_output: bool = False) -> str: - if not project.have_project(name): + if not project_backup.have_project(name): raise Exception(f'Not found project [{name}]') dir = os.path.abspath(os.getcwd()) diff --git a/epanet/epanet2.dll b/epanet/epanet2.dll index 2a3cab1e84116b9eba9b37c02007428ab63a1cdc..e28cfb12fdd0aa862a66996aa77f4cd162c35bb3 100644 GIT binary patch literal 367752 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b/epanet/fix_inp_nonascii.py @@ -0,0 +1,64 @@ +#!/usr/bin/env python3 +""" +Fix non-ASCII ID tokens in an EPANET .inp file by mapping each unique non-ASCII-containing token +to an ASCII-safe name. Outputs a new INP and a mapping file for review. +Usage: python fix_inp_nonascii.py input.inp [output.inp] +""" +import re +import sys +from pathlib import Path + +if len(sys.argv) < 2: + print("Usage: python fix_inp_nonascii.py input.inp [output.inp]") + sys.exit(2) + +src = Path(sys.argv[1]) +if len(sys.argv) > 2: + dst = Path(sys.argv[2]) +else: + dst = src.with_name(src.stem + '-ascii' + src.suffix) + +text = src.read_text(encoding='utf-8') +# Find tokens that contain at least one non-ASCII char. Token = contiguous non-whitespace sequence +nonascii_tokens = set(re.findall(r"\S*[^\x00-\x7F]\S*", text)) +if not nonascii_tokens: + print("No non-ASCII tokens found. Copying source to destination unchanged.") + dst.write_text(text, encoding='utf-8') + sys.exit(0) + +used = set() +mapping = {} +counter = 1 +# Sort tokens to get deterministic output +for t in sorted(nonascii_tokens): + # build ASCII prefix from characters that are safe (alnum, underscore, hyphen) + prefix = ''.join(ch for ch in t if ord(ch) < 128 and (ch.isalnum() or ch in '_-')) + if not prefix: + prefix = 'ID' + candidate = prefix + # ensure candidate is unique and not equal to original token + while candidate in used: + candidate = f"{prefix}_x{counter}" + counter += 1 + # if candidate accidentally equals the original token (rare), force suffix + if candidate == t: + candidate = f"{prefix}_x{counter}" + counter += 1 + mapping[t] = candidate + used.add(candidate) + +# Replace occurrences safely using regex word boundary style (escape token) +new_text = text +for src_token, dst_token in mapping.items(): + # replace exact matches (no partial). Use lookarounds: not part of larger non-whitespace. + pattern = re.escape(src_token) + new_text = re.sub(pattern, dst_token, new_text) + +# Write output files +dst.write_text(new_text, encoding='utf-8') +mapfile = dst.with_suffix(dst.suffix + '.mapping.txt') +with mapfile.open('w', encoding='utf-8') as f: + for k, v in mapping.items(): + f.write(f"{k} -> {v}\n") + +print(f"Wrote: {dst}\nMapping: {mapfile}\nReplaced {len(mapping)} non-ASCII tokens.") diff --git a/epanet/fix_valve_ids.py b/epanet/fix_valve_ids.py new file mode 100644 index 0000000..4f354b7 --- /dev/null +++ b/epanet/fix_valve_ids.py @@ -0,0 +1,144 @@ +#!/usr/bin/env python3 +import re +from pathlib import Path + +inp = Path(r"d:\TJWaterServer\epanet\szhskeleton-patternfixed-ascii.inp") +mapf = Path(r"d:\TJWaterServer\epanet\szhskeleton-patternfixed-ascii.inp.mapping.txt") +out = Path(r"d:\TJWaterServer\epanet\szhskeleton-patternfixed-ascii-fixed.inp") +outmap = out.with_suffix(out.suffix + '.mapping.txt') + +text = inp.read_text(encoding='utf-8') + +# parse mapping file (original -> mapped) +map_original_to_mapped = {} +if mapf.exists(): + for line in mapf.read_text(encoding='utf-8').splitlines(): + if '->' in line: + a,b = line.split('->',1) + map_original_to_mapped[a.strip()] = b.strip() + +# find [VALVES] block +m = re.search(r"(?mi)^\[VALVES\]\s*(?:;.*\n)?(.*?)(?=^\[|\Z)", text, flags=re.S|re.M) +if not m: + print('No [VALVES] section found') + raise SystemExit(1) +block = m.group(1) + +# extract IDs (first non-empty token at start of each non-comment line) +ids = [] +line_offsets = [] +lines = block.splitlines() +for i,l in enumerate(lines): + if not l.strip() or l.strip().startswith(';'): + continue + # split by whitespace + toks = l.split() + if toks: + ids.append(toks[0]) + line_offsets.append((i, l)) + +# find duplicates +from collections import defaultdict +count = defaultdict(list) +for idx, token in enumerate(ids): + count[token].append(idx) + +dups = {k:v for k,v in count.items() if len(v)>1} + +print(f'Found {len(ids)} valve IDs; {len(dups)} duplicates') +for k,v in list(dups.items())[:40]: + print(k, 'occurs', len(v), 'times') + +# Also find mapped collisions: multiple originals mapped to same mapped token +mapped_rev = defaultdict(list) +for orig,mapped in map_original_to_mapped.items(): + mapped_rev[mapped].append(orig) +collisions = {m:origlist for m,origlist in mapped_rev.items() if len(origlist)>1} +print('\nMapped collisions (same mapped token from multiple originals):', len(collisions)) +for m,ol in list(collisions.items())[:40]: + print(m, ' <- ', ol[:5]) + +# We'll fix any ID that is purely digits, or any duplicate ID in the valves block. +fixed_map = {} # oldToken -> newToken +used = set(ids) # existing tokens in valves +suffix_counter = 1 + +for token, positions in dups.items(): + # choose new unique names for subsequent occurrences (leave first occurrence as-is) + for pos_index, occ in enumerate(positions): + if pos_index == 0: + continue + base = token + # if base is all digits or starts with digit, prefix with VAL_ + if re.fullmatch(r"\d+", base) or re.match(r"^\d", base): + candidate = f'VAL_{base}' + else: + candidate = f'{base}_dup' + # ensure uniqueness + while candidate in used: + candidate = f'{candidate}_{suffix_counter}' + suffix_counter += 1 + used.add(candidate) + fixed_map[token + f'__occ{pos_index}'] = candidate + +# The above approach requires us to identify which exact occurrence to replace. We'll instead build a replacement pass that replaces only the Nth occurrence. +# Build per-token occurrence numbers to replace subsequent ones. +occ_to_new = {} # (token, occ_index) -> newname +for token, positions in dups.items(): + for pos_index, occ in enumerate(positions): + if pos_index == 0: + continue + if re.fullmatch(r"\d+", token) or re.match(r"^\d", token): + candidate = f'VAL_{token}' + else: + candidate = f'{token}_dup' + while candidate in used: + candidate = f'{candidate}_{suffix_counter}' + suffix_counter += 1 + used.add(candidate) + occ_to_new[(token, pos_index)] = candidate + +# Now construct new block replacing the Nth occurrence of duplicates token +new_lines = [] +occ_seen = defaultdict(int) +for l in lines: + if not l.strip() or l.strip().startswith(';'): + new_lines.append(l) + continue + toks = l.split() + token = toks[0] + occ_seen[token] += 1 + occ_idx = occ_seen[token]-1 + if (token, occ_idx) in occ_to_new: + new_token = occ_to_new[(token, occ_idx)] + # replace only the first token in the line + rest = l[len(l.lstrip()):] + # reconstruct preserving leading whitespace + leading = l[:len(l)-len(l.lstrip())] + # find start index of token in line + m2 = re.match(r"(\s*)" + re.escape(token), l) + if m2: + leading = m2.group(1) + new_line = leading + new_token + l[m2.end():] + new_lines.append(new_line) + # record mapping for global replacement + fixed_map[token + f'__occ{occ_idx}'] = new_token + else: + new_lines.append(l) + +# write new file by replacing block +new_block = '\n'.join(new_lines) + '\n' +new_text = text[:m.start(1)] + new_block + text[m.end(1):] +out.write_text(new_text, encoding='utf-8') + +# Create an updated mapping file: show which tokens were changed and why +with outmap.open('w', encoding='utf-8') as f: + f.write('Changes applied to fix duplicate valve IDs:\n') + for k,v in occ_to_new.items(): + token, occ = k + f.write(f'{token} occurrence {occ} -> {v}\n') + f.write('\nNote: These replacements are only for valve ID occurrences beyond the first.\n') + +print('Wrote', out, 'and mapping', outmap) +print('Replacements:', len(occ_to_new)) +print('If you want different naming (e.g. prefix with V_), rerun with that preference.') diff --git a/epanet/fix_valve_ids2.py b/epanet/fix_valve_ids2.py new file mode 100644 index 0000000..88a9a3c --- /dev/null +++ b/epanet/fix_valve_ids2.py @@ -0,0 +1,65 @@ +#!/usr/bin/env python3 +from pathlib import Path +import re + +inp = Path(r"d:\TJWaterServer\epanet\szhskeleton-patternfixed-ascii.inp") +text = inp.read_text(encoding='utf-8') +lines = text.splitlines() + +start = None +for i,l in enumerate(lines): + if l.strip().upper() == '[VALVES]': + start = i + break +if start is None: + print('No [VALVES] section found') + raise SystemExit(1) +# collect until next section header or EOF +end = len(lines) +for j in range(start+1, len(lines)): + if re.match(r"^\s*\[.+\]", lines[j]): + end = j + break +block_lines = lines[start+1:end] + +ids = [] +for idx,l in enumerate(block_lines, start=start+1): + if not l.strip() or l.strip().startswith(';'): + continue + # first token + tok = l.split()[0] + ids.append((idx, tok, l)) + +from collections import defaultdict +count = defaultdict(list) +for ln, tok, l in ids: + count[tok].append(ln) + +dups = {k:v for k,v in count.items() if len(v)>1} +print('Total valve entries found:', len(ids)) +print('Duplicate token count:', len(dups)) +if dups: + print('\nSample duplicates:') + for k,v in list(dups.items())[:20]: + print(k, 'lines:', v) + +# show whether tokens are purely digits +num_only = [tok for ln,tok,l in ids if re.fullmatch(r'\d+', tok)] +print('\nNumeric-only valve IDs count:', len(num_only)) + +# show examples of numeric-only +if num_only: + print('Examples:', num_only[:20]) + +# write a short report +rep = inp.with_name(inp.stem + '-valves-report.txt') +with rep.open('w', encoding='utf-8') as f: + f.write(f'Total valve entries: {len(ids)}\n') + f.write(f'Duplicate tokens: {len(dups)}\n') + 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-name='fx2026' \ No newline at end of file +name='szh' \ No newline at end of file diff --git a/run_server.py b/run_server.py new file mode 100644 index 0000000..958ce34 --- /dev/null +++ b/run_server.py @@ -0,0 +1,18 @@ +import asyncio +import sys +import uvicorn + + +if __name__ == "__main__": + # Windows 设置事件循环策略 + if sys.platform == "win32": + asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy()) + + # 用 uvicorn.run 支持 workers 参数 + uvicorn.run( + "main:app", + host="0.0.0.0", + port=8000, + workers=2, # 这里可以设置多进程 + loop="asyncio", + ) diff --git a/startfastapiserver.bat b/startfastapiserver.bat index 468c0b1..ed179d7 100644 --- a/startfastapiserver.bat +++ b/startfastapiserver.bat @@ -1,9 +1,9 @@ REM f: REM cd "f:\DEV\GitHub\TJWaterServer" -git pull +REM git pull REM call startpg.bat -cd C:\SourceCode\Server +cd d:\TJWaterServer\ REM uvicorn main:app --host 0.0.0.0 --port 80 --reload -uvicorn main:app --host 0.0.0.0 --port 80 +python -m uvicorn main:app --host 0.0.0.0 --port 8000 --reload

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