From b0247e2beed03fb7169914dba7800bdc70612c28 Mon Sep 17 00:00:00 2001
From: Cricial <2911646453@qq.com>
Date: Mon, 21 Oct 2024 17:41:50 +0800
Subject: [PATCH] =?UTF-8?q?=E6=9B=B4=E6=96=B0=E4=BA=A7=E4=B8=9A=E9=93=BE?=
=?UTF-8?q?=E5=92=8C=E4=BE=9B=E5=BA=94=E9=93=BE=E5=90=8E=E7=9A=84=E7=AC=AC?=
=?UTF-8?q?=E4=B8=80=E6=AC=A1=E6=88=90=E5=8A=9F?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.idea/csv-editor.xml | 158 +-
__pycache__/controller_db.cpython-38.pyc | Bin 8371 -> 9054 bytes
__pycache__/my_model.cpython-38.pyc | Bin 15647 -> 15647 bytes
controller_db.py | 67 +-
input_data/device_salvage_values.csv | 87 +-
input_data/firm_industry_relation.csv | 30147 +++++++++++++++-
input_data/input_firm_data/Firm_amended.csv | 14453 +++++++-
input_data/input_firm_data/firms_devices.csv | 251 +-
.../input_firm_data/firms_materials.csv | 332 +-
input_data/input_firm_data/firms_products.csv | 315 +-
input_data/input_product_data/BomCateNet.csv | 195 +-
input_data/input_product_data/BomNodes.csv | 212 +-
.../products_consumed_materials.csv | 440 +-
.../products_materials_equipment.csv | 51 +-
input_data/input_product_data/合成结点.csv | 224 +
input_data/material_device_product_ids.csv | 1533 +-
main.py | 2 +-
my_model.py | 8 +-
18 files changed, 46398 insertions(+), 2077 deletions(-)
create mode 100644 input_data/input_product_data/合成结点.csv
diff --git a/.idea/csv-editor.xml b/.idea/csv-editor.xml
index 8f21283..019d904 100644
--- a/.idea/csv-editor.xml
+++ b/.idea/csv-editor.xml
@@ -3,21 +3,14 @@
diff --git a/__pycache__/controller_db.cpython-38.pyc b/__pycache__/controller_db.cpython-38.pyc
index 481ae4e4d565d9cc41d55df8854dc2fc0be5c55d..edda182d0f90084e5331a99d104c04ba588962af 100644
GIT binary patch
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diff --git a/controller_db.py b/controller_db.py
index 5293180..6316055 100644
--- a/controller_db.py
+++ b/controller_db.py
@@ -30,7 +30,7 @@ class ControllerDB:
self.is_with_exp = False if prefix == 'test' or prefix == 'without_exp' else True
self.db_name_prefix = prefix
dct_para_in_test = dct_conf_experiment['test'] if self.is_test else dct_conf_experiment['not_test']
- self.dct_parameter = {'meta_seed': dct_conf_experiment['meta_seed'] , **dct_para_in_test}
+ self.dct_parameter = {'meta_seed': dct_conf_experiment['meta_seed'], **dct_para_in_test}
print(self.dct_parameter)
# 0, not reset; 1, reset self; 2, reset all
@@ -38,6 +38,8 @@ class ControllerDB:
self.is_exist = False
self.lst_saved_s_id = []
+ self.experiment_data = []
+ self.batch_size = 999 # 根据需求设置每批次的大小
def init_tables(self):
self.fill_experiment_table()
@@ -50,9 +52,9 @@ class ControllerDB:
# fill dct_lst_init_disrupt_firm_prod
# 存储 公司-在供应链结点的位置.. 0 :‘1.1’
- list_dct = [] #存储 公司编码code 和对应的产业链 结点
+ list_dct = [] # 存储 公司编码code 和对应的产业链 结点
if self.is_with_exp:
- #对于方差分析时候使用
+ # 对于方差分析时候使用
with open('SQL_export_high_risk_setting.sql', 'r') as f:
str_sql = text(f.read())
result = pd.read_sql(sql=str_sql, con=connection)
@@ -64,7 +66,7 @@ class ControllerDB:
# 行索引 (index):这一行在数据帧中的索引值。
# 行数据 (row):这一行的数据,是一个 pandas.Series 对象,包含该行的所有列和值。
- firm_industry=pd.read_csv("input_data/firm_industry_relation.csv")
+ firm_industry = pd.read_csv("input_data/firm_industry_relation.csv")
firm_industry['Firm_Code'] = firm_industry['Firm_Code'].astype('string')
for _, row in firm_industry.iterrows():
code = row['Firm_Code']
@@ -74,18 +76,31 @@ class ControllerDB:
# fill g_bom
# 结点属性值 相当于 图上点的 原始 产品名称
- bom_nodes = pd.read_csv('input_data/input_product_data/BomNodes.csv', index_col=0)
+ bom_nodes = pd.read_csv('input_data/input_product_data/BomNodes.csv')
+ bom_nodes['Code'] = bom_nodes['Code'].astype(str)
bom_nodes.set_index('Code', inplace=True)
+ # bom_cate_net = pd.read_csv('input_data/input_product_data/BomCateNet.csv', index_col=0)
+ # bom_cate_net.fillna(0, inplace=True)
+ # # 创建 可以多边的有向图 同时 转置操作 使得 上游指向下游结点 也就是 1.1.1 - 1.1 类似这种
+ # # 将第一列转换为字符串类型
+ # print("sssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssss")
+ # print(bom_cate_net.columns)
+ # print(bom_cate_net.index) # 打印行标题(索引)
+ # print(bom_cate_net.iloc[:, 0]) # 打印第一列的内容
+ #
+ # g_bom = nx.from_pandas_adjacency(bom_cate_net.T,
+ # create_using=nx.MultiDiGraph())
- bom_cate_net = pd.read_csv('input_data/input_product_data/BomCateNet.csv', index_col=0)
- bom_cate_net.fillna(0, inplace=True)
- # 创建 可以多边的有向图 同时 转置操作 使得 上游指向下游结点 也就是 1.1.1 - 1.1 类似这种
- g_bom = nx.from_pandas_adjacency(bom_cate_net.T,
- create_using=nx.MultiDiGraph())
+ bom_cate_net = pd.read_csv('input_data/input_product_data/合成结点.csv')
+ g_bom = nx.from_pandas_edgelist(bom_cate_net, source='UPID', target='ID', create_using=nx.MultiDiGraph())
# 填充每一个结点 的具体内容 通过 相同的 code 并且通过BomNodes.loc[code].to_dict()字典化 格式类似 格式 { code(0) : {level: 0 ,name: 工业互联网 }}
bom_labels_dict = {}
for code in g_bom.nodes:
- bom_labels_dict[code] = bom_nodes.loc[code].to_dict()
+ try:
+ int_code = int(code)
+ bom_labels_dict[code] = bom_nodes.loc[int_code].to_dict()
+ except KeyError:
+ print(f"节点 {code} 不存在于 bom_nodes 中")
# 分配属性 给每一个结点 获得类似 格式:{1: {'label': 'A', 'value': 10},
nx.set_node_attributes(g_bom, bom_labels_dict)
# 改为json 格式
@@ -123,6 +138,7 @@ class ControllerDB:
**dct_exp_para)
print(f"Inserted experiment for scenario {idx_scenario}, "
f"init_removal {idx_init_removal}!")
+ self.finalize_insertion()
def add_experiment_1(self, idx_scenario, idx_init_removal,
dct_lst_init_disrupt_firm_prod, g_bom,
@@ -145,8 +161,22 @@ class ControllerDB:
remove_t=remove_t,
netw_prf_n=netw_prf_n
)
- db_session.add(e)
+ # 这里我们不立即提交,而是先添加到批量保存的队列中
+ self.experiment_data.append(e)
+
+ # 当批量数据达到一定数量时再提交
+ if len(self.experiment_data) >= self.batch_size:
+ self._commit_batch()
+
+ # 辅助方法:批量提交
+ def _commit_batch(self):
+ db_session.bulk_save_objects(self.experiment_data)
db_session.commit()
+ self.experiment_data.clear() # 清空队列
+
+ def finalize_insertion(self):
+ if self.experiment_data:
+ self._commit_batch() # 提交剩余的数据
def fill_sample_table(self):
rng = random.Random(self.dct_parameter['meta_seed'])
@@ -166,8 +196,17 @@ class ControllerDB:
seed=lst_seed[idx_sample],
is_done_flag=-1)
lst_sample.append(s)
- db_session.bulk_save_objects(lst_sample)
- db_session.commit()
+ # 每当达到批量大小时提交一次
+ if len(lst_sample) >= self.batch_size:
+ db_session.bulk_save_objects(lst_sample)
+ db_session.commit()
+ print(f'Inserted {len(lst_sample)} samples!')
+ lst_sample.clear() # 清空已提交的样本列表
+
+ # 提交剩余的样本
+ if lst_sample:
+ db_session.bulk_save_objects(lst_sample)
+ db_session.commit()
print(f'Inserted {len(lst_sample)} samples!')
def reset_db(self, force_drop=False):
diff --git a/input_data/device_salvage_values.csv b/input_data/device_salvage_values.csv
index 12287ba..c12cfb2 100644
--- a/input_data/device_salvage_values.csv
+++ b/input_data/device_salvage_values.csv
@@ -1,57 +1,32 @@
设备id,设备残值
-51,112
-52,445
-53,870
-54,280
-55,116
-56,81
-57,710
-58,30
-59,624
-60,131
-61,476
-62,224
-63,340
-64,468
-65,97
-66,382
-67,109
-68,881
-69,673
-70,140
-71,671
-72,318
-73,779
-74,353
-75,501
-76,423
-77,815
-78,395
-79,201
-80,965
-81,286
-82,170
-83,469
-84,323
-85,31
-86,262
-87,757
-88,866
-89,570
-90,484
-91,68
-92,520
-93,691
-94,485
-95,709
-96,985
-97,792
-98,199
-99,967
-100,696
-101,967
-102,572
-103,885
-104,576
-105,253
-106,841
+59,700
+60,210
+61,350
+62,140
+63,700
+64,500
+65,700
+66,100000
+67,250
+68,350
+69,25
+70,35
+71,140
+72,140
+73,210
+74,500
+75,70
+76,21
+77,350
+78,70
+79,350
+80,21
+81,210
+82,70
+83,140
+84,70
+85,50
+86,70
+87,70
+88,70
+89,70
diff --git a/input_data/firm_industry_relation.csv b/input_data/firm_industry_relation.csv
index 1d59cd1..b4071b2 100644
--- a/input_data/firm_industry_relation.csv
+++ b/input_data/firm_industry_relation.csv
@@ -1,476 +1,29673 @@
Firm_Code,Product_Code
-0,1.4.4
-1,2.1.1.5
-2,1.1.3
-3,1.3.1.4
-3,1.3.1.5
-3,1.3.1.6
-3,1.3.4.1
-4,1.2.2
-5,1.4.5.3
-5,1.4.5.4
-5,1.4.5.5
-5,1.4.5.9
-6,1.3.1.2
-6,2.1.2.1
-6,2.1.2.2
-6,2.1.2.3
-6,2.1.2.4
-7,2.2
-8,1.4.1.1
-9,1.3.3.6
-9,1.3.3.7
-10,1.3.3.5
-11,1.4.4.2
-12,1.2.1
-13,1.2.2
-13,2.1.3.1
-13,2.1.3.2
-13,2.1.3.3
-13,2.1.3.4
-13,2.1.3.5
-13,2.1.3.6
-13,2.1.3.7
-13,2.1.4.1.1
-13,2.1.4.1.2
-13,2.1.4.1.3
-13,2.1.4.1.4
-13,2.1.4.2.1
-13,2.1.4.2.2
-13,2.3.1
-13,2.3.2
-13,2.3.3
-14,1.3.3.4
-14,1.3.4.3
-15,1.3.3.5
-16,1.1.3
-16,2.3.1
-16,2.3.2
-16,2.3.3
-17,1.4.2.4
-18,1.3.3.2
-19,1.4.2.1
-20,1.3.1.2
-21,1.3.1.3
-22,1.2.1
-22,1.2.2
-22,1.3.3.6
-22,2.1.1.1
-22,2.1.1.2
-22,2.1.1.3
-22,2.1.1.4
-22,2.1.1.5
-22,2.1.3.1
-22,2.1.3.2
-22,2.1.3.3
-22,2.1.3.4
-22,2.1.3.5
-22,2.1.3.6
-22,2.1.3.7
-22,2.1.4.1.1
-22,2.1.4.1.2
-22,2.1.4.1.3
-22,2.1.4.1.4
-22,2.1.4.2.1
-22,2.1.4.2.2
-22,2.3.1
-22,2.3.2
-22,2.3.3
-23,1.1.2
-23,1.3.3.1
-23,1.3.3.2
-23,1.3.3.3
-23,1.3.3.4
-23,1.4.2.7
-23,2.1.3.6
-23,2.3.1
-23,2.3.2
-23,2.3.3
-24,1.1.1
-25,1.3.1.7
-26,2.1.3.1
-26,2.1.3.2
-26,2.1.3.3
-26,2.1.3.4
-26,2.1.3.5
-26,2.1.3.6
-26,2.1.3.7
-27,1.4.4.2
-28,2.2
-29,1.3
-30,1.4.2.6
-31,1.3.3.3
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diff --git a/input_data/input_firm_data/Firm_amended.csv b/input_data/input_firm_data/Firm_amended.csv
index 7d5e882..6292d46 100644
--- a/input_data/input_firm_data/Firm_amended.csv
+++ b/input_data/input_firm_data/Firm_amended.csv
@@ -1,171 +1,14282 @@
-Code,原材料,库存商品,设备数量,Revenue,Total Employees (People),Type_Region,Self-supply Business (Yes/No),Revenue_Log,production_output,demand_quantity
-0,181.81,641.66,728.05,87929.36,201,Rural,Yes,11.384289043829558,375.805,273.181
-1,563.58,957.81,555.95,87873.23,953,Rural,Yes,11.383650486662598,501.595,232.358
-2,580.85,890.49,437.24,69639.0,578,Rural,Yes,11.151080034215557,478.724,188.085
-3,973.37,993.31,468.34,44580.21,997,Suburban,No,10.705045317561336,435.834,373.337
-4,241.84,285.02,483.51,21252.13,808,Urban,Yes,9.96421240462346,158.351,405.184
-5,368.0,315.75,525.42,94743.97,578,Urban,No,11.458933479758539,245.542,332.8
-6,889.86,353.18,223.03,67882.65,79,Rural,No,11.12553575806758,284.303,494.986
-7,203.75,914.91,971.29,55768.34,195,Urban,Yes,10.92896160383392,240.129,212.375
-8,243.51,639.94,849.47,74211.92,860,Suburban,Yes,11.21468006315341,248.947,135.351
-9,835.96,867.4,182.11,28603.45,850,Suburban,Yes,10.261282618903437,364.211,188.596
-10,689.06,935.11,679.15,81506.9,63,Rural,Yes,11.308442958221967,543.915,395.906
-11,729.56,823.94,570.66,39513.14,817,Urban,Yes,10.584388553798581,217.066,382.956
-12,743.22,796.77,994.43,35647.21,628,Suburban,No,10.481426161910335,335.443,259.322
-13,434.41,627.26,640.54,95550.17,312,Urban,Yes,11.467406728840045,521.054,465.44100000000003
-14,218.51,265.34,831.5,74163.89,575,Rural,Yes,11.214032653017249,336.15,349.851
-15,324.18,651.97,628.53,65263.67,976,Urban,No,11.086190805158187,277.853,474.418
-16,263.97,560.28,936.33,71442.85,281,Urban,Yes,11.176653108371672,423.63300000000004,356.397
-17,826.3,337.48,354.44,39720.11,636,Suburban,No,10.589612887540975,428.444,310.63
-18,157.45,801.45,438.72,53164.35,586,Suburban,No,10.881143337921856,440.872,342.745
-19,857.4,256.3,336.24,26539.89,962,Rural,No,10.186404163190344,193.624,348.74
-20,818.54,756.38,396.87,31441.28,520,Rural,Yes,10.355876958182606,502.687,570.854
-21,403.99,705.79,826.47,56932.63,390,Suburban,Yes,10.949623917962214,518.647,434.399
-22,685.33,651.77,178.3,84452.8,774,Rural,No,11.343948077399748,285.83,399.533
-23,822.29,347.16,496.38,39599.95,563,Rural,No,10.586583134615513,316.638,484.229
-24,974.83,177.56,867.46,40712.78,330,Suburban,No,10.614297327055466,225.746,440.483
-25,439.19,804.07,984.96,84754.7,164,Rural,Yes,11.347516480932141,350.496,198.91899999999998
-26,792.91,452.82,968.22,20146.61,937,Urban,No,9.910791315007794,260.822,471.291
-27,760.28,342.11,403.48,72939.31,272,Rural,Yes,11.19738300448793,395.348,563.028
-28,138.05,932.66,775.93,18503.91,344,Urban,Yes,9.825737340086217,444.59299999999996,196.805
-29,149.76,537.24,492.6,32927.81,570,Rural,Yes,10.402072868451919,215.26,185.976
-30,979.46,249.46,491.61,82109.54,129,Urban,No,11.315809488446245,268.161,231.946
-31,338.04,911.44,390.13,63876.58,147,Rural,Yes,11.064708063012214,445.013,336.804
-32,650.75,215.55,536.88,85274.44,583,Rural,No,11.353630040276132,270.688,561.075
-33,198.36,555.99,513.68,18940.55,820,Urban,Yes,9.849060405389194,256.368,445.836
-34,928.72,675.62,330.83,75800.87,320,Rural,No,11.235865049137155,256.08299999999997,216.872
-35,980.62,893.25,371.57,54696.03,854,Urban,Yes,10.909546408079658,439.157,382.062
-36,816.55,334.59,506.43,55963.31,690,Rural,Yes,10.932451576422585,428.64300000000003,375.655
-37,811.93,613.86,689.11,42557.86,823,Rural,Yes,10.658619840796458,276.911,537.193
-38,233.05,373.08,577.32,80566.43,530,Urban,Yes,11.296837340493292,277.732,518.305
-39,809.83,356.18,755.38,99458.16,457,Suburban,Yes,11.507492332198147,369.538,550.983
-40,621.2,522.25,595.01,87316.4,661,Suburban,No,11.37729358214565,526.501,367.12
-41,907.65,730.64,830.85,30436.2,310,Urban,No,10.323387968440548,203.085,361.765
-42,220.93,688.61,996.21,41344.79,794,Suburban,Yes,10.629701694931855,413.621,374.093
-43,117.81,576.3,264.84,15830.0,784,Rural,Yes,9.669662152875057,374.484,182.781
-44,830.95,800.85,102.52,13639.33,635,Rural,Yes,9.520712809956411,392.252,355.095
-45,675.16,304.52,977.42,47128.26,762,Urban,No,10.760628100076477,206.742,370.51599999999996
-46,361.35,271.19,922.51,62800.89,766,Suburban,Yes,11.047724524330391,504.251,534.135
-47,277.52,628.81,310.08,19127.61,666,Rural,No,9.858888119971708,422.008,183.752
-48,768.86,962.58,169.23,82513.95,709,Rural,No,11.320722648937608,324.923,553.886
-49,640.49,256.78,477.52,96026.28,989,Urban,Yes,11.472377182987278,228.752,202.049
-50,703.49,572.21,670.69,41241.23,374,Urban,No,10.627193763098349,467.069,490.349
-51,603.88,740.35,384.55,65698.37,790,Urban,Yes,11.092829394423687,170.45499999999998,362.388
-52,972.13,799.44,927.28,95157.56,935,Urban,Yes,11.463289323062517,397.728,491.21299999999997
-53,193.37,697.4,243.1,98193.26,605,Suburban,Yes,11.494692856549156,390.31,426.337
-54,849.98,196.48,927.78,83414.35,973,Suburban,Yes,11.33157563589593,293.778,382.998
-55,953.18,770.12,207.4,55392.45,498,Suburban,No,10.922198581859748,202.74,563.318
-56,381.56,998.22,860.09,62313.91,335,Suburban,Yes,11.039939954331839,382.009,207.156
-57,644.79,521.74,355.78,75289.45,713,Urban,No,11.229095297730488,402.578,291.479
-58,505.59,860.44,789.47,25900.97,585,Urban,Yes,10.162035698723782,182.947,406.55899999999997
-59,369.43,872.67,895.61,63241.28,675,Rural,No,11.05471253147278,416.56100000000004,423.943
-60,419.27,513.8,452.13,51223.88,838,Urban,No,10.843961108544011,309.213,205.927
-61,196.58,924.12,338.96,28298.88,859,Rural,No,10.250577506876448,457.896,364.658
-62,890.61,305.66,713.32,50412.81,282,Rural,Yes,10.828000588431252,299.332,397.06100000000004
-63,234.83,181.61,104.55,15073.36,361,Suburban,No,9.62068422629099,279.455,271.483
-64,889.35,562.21,116.14,77654.42,784,Rural,Yes,11.260023749043118,337.614,523.935
-65,179.85,369.62,180.93,69888.63,840,Suburban,Yes,11.15465825404697,422.093,247.985
-66,238.0,309.39,564.85,51633.14,940,Suburban,Yes,10.851918993378646,537.485,205.8
-67,178.8,934.8,898.22,45553.24,99,Rural,Yes,10.726637030784127,430.822,281.88
-68,705.91,321.96,196.64,34943.76,857,Suburban,Yes,10.461495190949123,241.664,257.591
-69,417.35,650.65,516.24,40390.81,873,Rural,Yes,10.606357562825298,329.624,242.735
-70,143.56,132.64,319.8,31165.9,509,Suburban,Yes,10.347079827375628,418.98,503.356
-71,636.49,620.16,375.48,35974.77,861,Urban,Yes,10.49057313840643,260.548,295.649
-72,356.74,585.65,467.6,32974.8,250,Rural,Yes,10.403498912366212,538.76,409.674
-73,647.81,566.75,659.68,37617.13,524,Suburban,No,10.535214810736983,263.96799999999996,300.781
-74,263.94,828.9,574.78,76153.93,410,Urban,Yes,11.240511965658731,438.478,361.394
-75,905.98,734.15,692.96,13377.47,651,Urban,Yes,9.501327227611464,363.296,469.598
-76,292.05,243.65,522.28,49923.72,529,Urban,Yes,10.81825151949766,482.228,350.205
-77,393.86,999.51,735.64,12433.38,415,Urban,No,9.42814007030796,535.564,303.386
-78,517.7,326.34,529.63,54028.27,874,Urban,Yes,10.89726270707692,230.963,504.77
-79,498.02,282.95,933.3,25192.21,482,Rural,No,10.134290098725792,280.33,480.802
-80,199.15,401.59,289.82,22092.58,672,Rural,No,10.002997084523999,486.98199999999997,202.915
-81,954.83,314.75,347.98,67309.26,972,Urban,Yes,11.117053099035545,248.798,465.483
-82,338.55,394.23,140.73,31921.77,182,Suburban,Yes,10.371043501154208,385.073,275.855
-83,120.84,244.32,962.47,37341.68,855,Suburban,Yes,10.527865408049326,263.247,117.084
-84,941.7,232.22,840.66,64891.57,371,Urban,Yes,11.08047300211371,269.06600000000003,476.17
-85,643.17,912.04,990.06,86883.99,914,Rural,Yes,11.372329059527587,355.006,411.317
-86,678.76,791.29,717.2,69956.18,334,Rural,Yes,11.155624325011686,384.72,515.876
-87,231.47,396.41,659.0,13992.44,602,Rural,No,9.546272462744886,549.9,495.147
-88,784.71,953.34,450.9,93706.25,760,Rural,No,11.447920168243213,519.09,365.471
-89,113.94,508.95,223.49,39526.07,935,Rural,Yes,10.584715733184998,353.349,172.394
-90,606.5,550.16,774.11,21875.64,57,Rural,Yes,9.99312896794069,516.4110000000001,309.65
-91,447.17,663.18,423.41,23303.28,170,Rural,Yes,10.056349402178457,240.341,366.717
-92,611.27,585.54,959.77,76513.0,513,Rural,No,11.245215940017895,440.977,300.127
-93,902.52,379.67,796.35,51981.86,591,Urban,Yes,10.858650090548744,281.635,361.252
-94,301.42,490.92,480.54,26329.43,179,Rural,Yes,10.178442603946115,409.054,406.142
-95,819.3,826.17,491.49,90948.99,995,Suburban,No,11.418054078881859,240.149,414.93
-96,911.38,265.66,592.57,20074.86,870,Rural,Yes,9.907223564942575,423.257,283.13800000000003
-97,779.57,543.64,929.73,14326.93,833,Rural,Yes,9.56989626200163,460.973,351.957
-98,153.96,660.67,354.21,83007.2,745,Urban,No,11.326682630004385,318.421,433.396
-99,932.37,892.01,202.12,60293.69,887,Urban,No,11.00698273379035,210.212,285.23699999999997
-100,126.64,832.47,671.04,96563.41,475,Urban,No,11.477955169978017,218.10399999999998,398.664
-101,270.89,706.51,300.61,90204.11,749,Suburban,No,11.409830270422843,311.061,477.089
-102,482.48,958.61,183.12,43168.79,593,Rural,No,10.67287305943306,471.312,325.248
-103,990.28,733.96,469.56,76332.37,994,Rural,No,11.242852373701297,227.95600000000002,261.028
-104,388.18,850.49,435.17,32055.5,785,Urban,Yes,10.375224054490317,485.517,453.818
-105,984.39,414.52,197.17,33821.73,736,Urban,Yes,10.428858774308102,402.717,293.43899999999996
-106,761.21,183.54,281.11,55013.96,260,Rural,Yes,10.915342250190042,481.111,388.121
-107,331.91,279.02,877.44,53710.83,362,Urban,No,10.891369936140743,244.744,530.191
-108,469.56,264.7,851.26,76110.9,575,Rural,No,11.239946766181669,251.126,345.956
-109,971.54,881.07,334.09,58867.43,578,Suburban,Yes,10.983043245557232,199.409,391.154
-110,517.61,616.48,893.11,72042.76,787,Rural,No,11.185015110604866,523.311,473.761
-111,400.81,368.37,725.7,23609.77,891,Suburban,Yes,10.069415888397208,366.57,175.08100000000002
-112,453.79,493.83,974.96,90456.84,167,Rural,Yes,11.412628109854797,411.496,427.379
-113,941.13,837.6,410.3,32438.24,520,Suburban,Yes,10.38709325275015,364.03,224.113
-114,748.24,400.21,504.45,41249.5,921,Urban,No,10.627394270477243,218.445,541.824
-115,133.89,994.03,956.81,87486.73,685,Rural,No,11.379242403701742,341.681,283.389
-116,215.17,615.03,922.44,57195.4,479,Suburban,No,10.954228754553641,340.244,150.517
-117,273.3,200.4,702.29,91578.5,282,Urban,Yes,11.424951806954867,468.229,389.33
-118,727.88,435.23,623.45,88235.21,802,Rural,No,11.387761368682435,467.345,246.788
-119,500.21,244.24,743.84,88539.28,213,Urban,Yes,11.391201574335291,198.38400000000001,289.021
-120,492.05,549.08,197.37,36497.09,698,Suburban,Yes,10.504987810364897,293.737,524.205
-121,242.04,645.31,338.0,15847.92,625,Suburban,No,9.670793540410068,288.8,503.204
-122,169.61,943.12,489.47,94776.28,339,Rural,No,11.459274445964661,396.947,284.961
-123,997.7,668.06,149.31,85691.25,924,Urban,No,11.358505999023217,249.931,254.77
-124,980.24,952.38,156.39,64771.22,488,Urban,Yes,11.078616647880379,249.639,320.024
-125,823.52,620.72,152.73,80077.4,167,Urban,Yes,11.290748945929552,183.273,482.352
-126,518.56,264.76,894.63,21886.95,544,Urban,Yes,9.99364584778038,392.46299999999997,459.856
-127,516.9,541.19,284.53,79221.17,481,Urban,Yes,11.279998840064575,168.453,416.69
-128,479.06,821.23,812.31,45671.01,578,Rural,Yes,10.729219021108582,574.231,207.906
-129,864.87,370.37,627.0,99571.15,335,Rural,No,11.508627742978986,166.7,538.487
-130,106.9,451.78,741.94,84024.35,712,Suburban,Yes,11.338861916770467,338.194,378.69
-131,480.63,972.01,956.7,30156.57,517,Suburban,Yes,10.31415808886406,558.67,243.063
-132,467.69,512.18,484.88,26439.75,636,Rural,No,10.18262383855027,458.488,496.769
-133,338.95,482.23,735.23,65016.58,500,Suburban,Yes,11.082397593274264,225.523,355.895
-134,396.97,167.31,970.9,16871.64,796,Urban,Yes,9.73338938480437,501.09000000000003,360.697
-135,443.34,726.96,811.81,19889.06,186,Suburban,Yes,9.89792511080162,528.181,533.334
-136,900.26,735.27,322.44,73358.44,674,Suburban,Yes,11.203112841709697,335.244,343.026
-137,298.84,960.18,833.89,32517.38,521,Rural,Yes,10.38952999461049,355.389,338.884
-138,514.11,138.94,403.06,73790.3,600,Rural,No,11.208982565635692,373.306,287.411
-139,563.71,895.07,230.42,35866.03,717,Rural,No,10.487545886954793,239.042,317.371
-140,233.85,759.24,700.57,65060.34,787,Rural,No,11.083070425958969,232.05700000000002,271.385
-141,931.02,738.56,668.2,77652.7,697,Urban,Yes,11.260001599382495,521.82,392.102
-142,212.83,695.04,321.17,18167.74,646,Rural,Yes,9.807402772806727,455.117,180.28300000000002
-143,924.34,205.86,558.88,52162.63,780,Suburban,Yes,10.86212161710854,425.888,415.43399999999997
-144,249.21,863.7,749.47,84617.29,62,Urban,No,11.34589389823535,207.947,349.921
-145,726.16,794.73,746.1,62798.43,763,Rural,No,11.047685352143786,310.61,533.616
-146,948.13,792.63,192.63,73034.29,730,Suburban,No,11.19868433587119,204.263,380.813
-147,270.83,206.89,219.69,13885.75,153,Urban,No,9.53861841340637,288.969,487.08299999999997
-148,272.47,649.86,407.02,58794.83,719,Suburban,No,10.981809204851006,230.702,388.247
-149,896.82,782.03,746.84,81132.02,590,Suburban,Yes,11.303832983390505,402.68399999999997,300.682
-150,589.6,665.02,990.66,34608.49,157,Urban,Yes,10.45185430666866,433.06600000000003,160.96
-151,643.56,747.96,727.56,70969.34,259,Urban,No,11.170003231771686,381.756,509.356
-152,197.82,825.05,703.02,82097.85,105,Urban,Yes,11.315667107521492,502.302,422.782
-153,894.06,451.21,306.92,74212.65,254,Urban,No,11.214689899799728,425.692,541.406
-154,543.93,974.84,140.75,83785.49,519,Urban,No,11.336015121119924,288.075,240.393
-155,319.43,298.48,775.91,45520.75,824,Rural,Yes,10.725923544938645,469.591,279.943
-156,233.39,615.17,724.77,90675.17,284,Rural,Yes,11.415038838977027,389.477,354.339
-157,928.81,981.92,359.93,92439.1,235,Urban,No,11.434305328295919,454.993,273.881
-158,704.18,559.39,182.05,44391.3,820,Rural,Yes,10.700798783274456,337.205,528.418
-159,154.02,251.18,865.35,98398.02,360,Suburban,No,11.496775960886676,291.53499999999997,364.402
-160,275.54,406.26,568.47,27050.68,69,Suburban,No,10.20546742259082,520.847,180.554
-161,398.32,919.29,546.25,98471.58,220,Rural,No,11.49752325760921,397.625,463.832
-162,276.07,251.64,777.77,36870.89,744,Suburban,Yes,10.515177629803139,387.777,477.60699999999997
-163,645.63,243.57,345.2,26267.46,334,Suburban,Yes,10.176086189767442,206.51999999999998,537.563
-164,869.89,779.5,694.12,33187.84,707,Suburban,Yes,10.40993882275291,174.412,486.98900000000003
-165,913.2,937.8,524.82,93834.24,397,Urban,Yes,11.449285100369293,527.482,406.32
-166,120.77,970.59,161.73,56121.04,791,Rural,Yes,10.935266065762434,349.173,405.077
-167,757.06,742.72,289.58,49173.87,459,Rural,No,10.80311766383716,447.95799999999997,499.706
-168,578.68,954.7,693.6,92161.91,99,Rural,No,11.431302200541351,563.36,531.8679999999999
-169,486.25,914.6,227.81,41215.88,401,Suburban,Yes,10.626578897969104,266.781,432.625
+Code,原材料,库存商品,设备数量,Revenue,Total Employees (People),Type_Region,Self-supply Business (Yes/No),��ҵ����,Revenue_Log,production_output,demand_quantity
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diff --git a/input_data/input_firm_data/firms_devices.csv b/input_data/input_firm_data/firms_devices.csv
index 85f6250..889b15e 100644
--- a/input_data/input_firm_data/firms_devices.csv
+++ b/input_data/input_firm_data/firms_devices.csv
@@ -1,221 +1,32 @@
Firm_Code,设备id,设备数量
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diff --git a/input_data/input_firm_data/firms_materials.csv b/input_data/input_firm_data/firms_materials.csv
index f0d3e58..4db5cda 100644
--- a/input_data/input_firm_data/firms_materials.csv
+++ b/input_data/input_firm_data/firms_materials.csv
@@ -1,221 +1,113 @@
Firm_Code,材料id,材料数量
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diff --git a/input_data/input_firm_data/firms_products.csv b/input_data/input_firm_data/firms_products.csv
index 02280d8..ff6ae31 100644
--- a/input_data/input_firm_data/firms_products.csv
+++ b/input_data/input_firm_data/firms_products.csv
@@ -1,221 +1,96 @@
Firm_Code,产品id,产品数量
-0,8,64
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diff --git a/input_data/input_product_data/BomCateNet.csv b/input_data/input_product_data/BomCateNet.csv
index 565c59d..30c6a74 100644
--- a/input_data/input_product_data/BomCateNet.csv
+++ b/input_data/input_product_data/BomCateNet.csv
@@ -1,108 +1,87 @@
-Code,1,1.1,1.1.1,1.1.2,1.1.3,1.2,1.2.1,1.2.2,1.2.3,1.3,1.3.1,1.3.1.1,1.3.1.2,1.3.1.3,1.3.1.4,1.3.1.5,1.3.1.6,1.3.1.7,1.3.2,1.3.2.1,1.3.3,1.3.3.1,1.3.3.2,1.3.3.3,1.3.3.4,1.3.3.5,1.3.3.6,1.3.3.7,1.3.4,1.3.4.1,1.3.4.2,1.3.4.3,1.3.5,1.3.5.1,1.4,1.4.1,1.4.1.1,1.4.1.2,1.4.1.3,1.4.1.4,1.4.1.5,1.4.2,1.4.2.1,1.4.2.2,1.4.2.3,1.4.2.4,1.4.2.5,1.4.2.6,1.4.2.7,1.4.3,1.4.3.1,1.4.3.2,1.4.3.3,1.4.3.4,1.4.3.5,1.4.3.6,1.4.4,1.4.4.1,1.4.4.2,1.4.4.3,1.4.4.4,1.4.4.5,1.4.5,1.4.5.1,1.4.5.2,1.4.5.3,1.4.5.4,1.4.5.5,1.4.5.6,1.4.5.7,1.4.5.8,1.4.5.9,2,2.1,2.1.1,2.1.1.1,2.1.1.2,2.1.1.3,2.1.1.4,2.1.1.5,2.1.2,2.1.2.1,2.1.2.2,2.1.2.3,2.1.2.4,2.1.3,2.1.3.1,2.1.3.2,2.1.3.3,2.1.3.4,2.1.3.5,2.1.3.6,2.1.3.7,2.1.4,2.1.4.1,2.1.4.1.1,2.1.4.1.2,2.1.4.1.3,2.1.4.1.4,2.1.4.2,2.1.4.2.1,2.1.4.2.2,2.2,2.3,2.3.1,2.3.2,2.3.3
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+11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,
+34573,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+34571,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+34567,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+34572,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+34566,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+34569,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+34568,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3457,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+34574,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/input_data/input_product_data/BomNodes.csv b/input_data/input_product_data/BomNodes.csv
index 75e96a3..90f9067 100644
--- a/input_data/input_product_data/BomNodes.csv
+++ b/input_data/input_product_data/BomNodes.csv
@@ -1,108 +1,104 @@
-Index,Code,Level,Name,产业种类
-0,1,0,工业互联网,0
-1,1.1,1,工业自动化硬件,0
-2,1.1.1,2,工业计算芯片,1
-3,1.1.2,2,工业控制器,0
-4,1.1.3,2,工业服务器,0
-5,1.2,1,工业互联网网络,1
-6,1.2.1,2,网络互联服务,0
-7,1.2.2,2,标识解析服务,0
-8,1.2.3,2,数据互通服务,1
-9,1.3,1,工业软件,0
-10,1.3.1,2,设计研发软件,0
-11,1.3.1.1,3,计算机辅助设计CAD,0
-12,1.3.1.2,3,计算机辅助工程CAE,1
-13,1.3.1.3,3,计算机辅助制造CAM,0
-14,1.3.1.4,3,计算机辅助工艺过程设计CAPP,1
-15,1.3.1.5,3,产品数据管理PDM,1
-16,1.3.1.6,3,产品生命周期管理PLM,0
-17,1.3.1.7,3,电子设计自动化EDA,0
-18,1.3.2,2,采购供应软件,0
-19,1.3.2.1,3,供应链管理SCM,1
-20,1.3.3,2,生产制造软件,1
-21,1.3.3.1,3,制造执行系统MES,0
-22,1.3.3.2,3,分布式控制系统DCS,1
-23,1.3.3.3,3,数据采集与监视控制系统SCADA,1
-24,1.3.3.4,3,可编程逻揖控制系统PLC,0
-25,1.3.3.5,3,企业资产管理系统EAM,1
-26,1.3.3.6,3,运维保障系统MRO,1
-27,1.3.3.7,3,故障预测与健康管理PHM,1
-28,1.3.4,2,企业运营管理软件,0
-29,1.3.4.1,3,企业资源计划ERP,1
-30,1.3.4.2,3,客户关系管理CRM,1
-31,1.3.4.3,3,人力资源管理HRM,0
-32,1.3.5,2,仓储物流软件,0
-33,1.3.5.1,3,仓储物流管理WMS,1
-34,1.4,1,工业互联网安全管理,1
-35,1.4.1,2,设备安全,1
-36,1.4.1.1,3,工业防火墙,1
-37,1.4.1.2,3,下一代防火墙,1
-38,1.4.1.3,3,防毒墙,1
-39,1.4.1.4,3,入侵检测系统,0
-40,1.4.1.5,3,统一威胁管理系统,0
-41,1.4.2,2,控制安全,1
-42,1.4.2.1,3,工控安全监测与审计,0
-43,1.4.2.2,3,工控主机卫士,1
-44,1.4.2.3,3,工控漏洞扫描,1
-45,1.4.2.4,3,安全隔离与信息交换系统,1
-46,1.4.2.5,3,安全日志与审计,1
-47,1.4.2.6,3,隐私计算,1
-48,1.4.2.7,3,工控原生安全,0
-49,1.4.3,2,网络安全,1
-50,1.4.3.1,3,网络漏洞扫描和补丁管理,0
-51,1.4.3.2,3,流量检测,1
-52,1.4.3.3,3,APT检测,1
-53,1.4.3.4,3,攻击溯源,0
-54,1.4.3.5,3,负载均衡,1
-55,1.4.3.6,3,沙箱类设备,1
-56,1.4.4,2,平台安全,0
-57,1.4.4.1,3,身份鉴别与访问控制,1
-58,1.4.4.2,3,密钥管理,0
-59,1.4.4.3,3,接入认证,0
-60,1.4.4.4,3,工业应用行为监控,0
-61,1.4.4.5,3,安全态势感知,0
-62,1.4.5,2,数据安全,0
-63,1.4.5.1,3,恶意代码检测系统,0
-64,1.4.5.2,3,数据防泄漏系统,0
-65,1.4.5.3,3,数据审计系统,1
-66,1.4.5.4,3,数据脱敏,0
-67,1.4.5.5,3,敏感数据发现与监控,1
-68,1.4.5.6,3,数据容灾备份,1
-69,1.4.5.7,3,数据恢复,1
-70,1.4.5.8,3,数据加密,1
-71,1.4.5.9,3,数据防火墙,1
-72,2,0,工业互联网平台,0
-73,2.1,1,PaaS,1
-74,2.1.1,2,开发工具,0
-75,2.1.1.1,3,算法建模工具,1
-76,2.1.1.2,3,低代码开发工具,0
-77,2.1.1.3,3,流程开发工具,0
-78,2.1.1.4,3,组态建模工具,1
-79,2.1.1.5,3,数字孪生建模工具,1
-80,2.1.2,2,工业模型库,1
-81,2.1.2.1,3,数据算法模型,0
-82,2.1.2.2,3,业务流程模型,1
-83,2.1.2.3,3,研发仿真模型,1
-84,2.1.2.4,3,行业机理模型,1
-85,2.1.3,2,工业物联网,1
-86,2.1.3.1,3,物联网服务,0
-87,2.1.3.2,3,平台基础服务,0
-88,2.1.3.3,3,工业引擎服务,1
-89,2.1.3.4,3,应用管理服务,1
-90,2.1.3.5,3,容器服务,1
-91,2.1.3.6,3,微服务,1
-92,2.1.3.7,3,制造类API,0
-93,2.1.4,2,工业大数据,0
-94,2.1.4.1,3,工业大数据存储,1
-95,2.1.4.1.1,4,关系型数据库,0
-96,2.1.4.1.2,4,分布式数据库,1
-97,2.1.4.1.3,4,实时数据库,1
-98,2.1.4.1.4,4,时序数据库,0
-99,2.1.4.2,3,工业大数据管理,0
-100,2.1.4.2.1,4,数据质量管理,1
-101,2.1.4.2.2,4,数据安全管理,1
-102,2.2,1,IaaS,1
-103,2.3,1,边缘层,0
-104,2.3.1,2,工业数据接入,0
-105,2.3.2,2,边缘数据处理,0
-106,2.3.3,2,协议转换,1
+Code,Index,Name,产业种类
+32338,2,硅原材料,0
+32445,8,光刻胶及其配套试剂,0
+56341,9,蚀刻液,0
+7,10,氟化硅,0
+46504,11,显影液,0
+32434,12,聚羧酸减水剂,0
+32441,13,金属保护液,0
+32444,14,深孔镀铜液,0
+32440,15,稀释剂,0
+32432,16,高纯硼酸(核电),0
+32451,17,电子级环氧树脂,0
+46505,18,剥离液,0
+32449,19,高纯金属有机化合物,0
+32446,20,研磨液及配套化学品、研磨垫材料,0
+32442,21,光阻去除剂,0
+32433,22,多晶硅切削液,0
+32443,23,钝化液,0
+32450,24,电子级酚醛树脂,0
+32435,25,表面活性剂,0
+32437,26,磁性载体,0
+32438,27,通用湿电子化学品,0
+32447,28,电镀化学品及配套材料,0
+32436,29,电子级阻燃材料及化学品,0
+32448,30,液晶取向剂及配套化学品,0
+32439,31,功能湿电子化学品,0
+56320,32,磷化铟,0
+56322,33,碳化硅,0
+56319,34,砷化镓,0
+56323,35,氮化镓,0
+56321,36,氮化铝,0
+8,37,氮化硅,0
+36914,38,碳化硅衬底,0
+36914,39,氮化镓衬底,0
+36914,40,硅衬底,0
+36914,41,氮化铝衬底,0
+36914,42,深紫外LED衬底,0
+36914,43,磷化铟衬底,0
+32338,44,单晶硅片,0
+32338,45,多晶硅片,0
+32338,46,磷化铟单晶和单晶片,0
+32338,47,碳化硅单晶和单晶片,0
+32338,48,砷化镓单晶片,0
+32338,49,氮化镓晶体和单晶片,0
+32338,50,硅外延片,0
+32338,51,碳化硅外延晶片,0
+32338,52,氮化铝外延片,0
+32338,53,氮化镓外延片,0
+32338,54,磷化铟外延片,0
+32338,55,LED外延片,0
+2515,56,EDA及IP服务,2
+2514,57,MPW服务,2
+9,58,芯片设计,3
+34535,59,涂胶显影设备,1
+34526,60,硅片研磨机,1
+34529,61,刻蚀机,1
+34537,62,氧化/扩散炉,1
+34534,63,晶圆测量设备,1
+34525,64,单晶生长炉,1
+34530,65,化学机械抛光设备,1
+34533,66,光刻机,1
+34527,67,晶硅切片机,1
+34539,68,薄膜生长设备,1
+34528,69,硅片倒角机,1
+34543,70,等离子去胶机,1
+34531,71,晶圆清洗机,1
+34524,72,熔炼矿热炉,1
+34532,73,半导体电镀设备,1
+34538,74,离子注入设备,1
+34550,75,切筋成型机,1
+34555,76,探针卡,1
+34554,77,测试机,1
+34556,78,工艺检测设备,1
+34557,79,晶圆检测设备,1
+34553,80,探针台,1
+34545,81,晶圆划片机,1
+34552,82,分选机,1
+34544,83,晶圆减薄机,1
+34546,84,贴片机,1
+34549,85,回流炉,1
+34558,86,FT测试设备,1
+34547,87,引线键合机,1
+34551,88,植球机,1
+34548,89,半导体塑封机,1
+2717,90,功率半导体器件,1
+2714,91,二极管,1
+2715,92,晶体管,1
+2716,93,晶闸管,1
+2718,94,整流桥,1
+317589,95,集成电路制造,1
+10,96,IC封装,5
+513738,97,芯片设计验证,4
+513740,98,过程工艺检测,4
+513742,99,晶圆测试,4
+11,100,芯片测试,4
+34573,101,晶圆凸块,0
+34571,102,芯片粘结材料,0
+34567,103,引线框架,0
+34572,104,焊球,0
+34566,105,封装基板,0
+34569,106,半导体塑封料,0
+34568,107,键合线,0
+34570,108,底部填充料,0
+34574,109,半导体切割材料,0
diff --git a/input_data/input_product_data/products_consumed_materials.csv b/input_data/input_product_data/products_consumed_materials.csv
index e8e0691..8e3911f 100644
--- a/input_data/input_product_data/products_consumed_materials.csv
+++ b/input_data/input_product_data/products_consumed_materials.csv
@@ -1,201 +1,241 @@
产业id,消耗材料id,消耗量
-0,51,398
-0,14,156
-0,71,238
-1,74,137
-1,99,409
-1,23,180
-2,37,435
-2,63,493
-3,21,302
-3,88,98
-4,61,224
-4,61,100
-5,72,216
-6,8,395
-6,52,435
-7,80,469
-7,49,409
-8,62,451
-9,47,320
-9,71,264
-9,61,345
-10,52,329
-10,25,266
-11,44,114
-11,88,376
-11,8,393
-12,10,130
-12,7,212
-12,34,338
-13,32,97
-13,22,111
-14,90,84
-14,64,276
-15,0,54
-15,89,304
-15,13,408
-16,50,112
-17,14,220
-17,28,85
-17,12,209
-18,61,490
-19,61,380
-19,91,280
-20,2,408
-21,96,356
-22,31,145
-22,87,282
-23,51,317
-23,38,435
-24,1,269
-24,53,392
-25,18,175
-26,31,296
-26,67,488
-27,97,247
-28,58,375
-29,35,452
-29,89,196
-29,19,401
-30,10,490
-31,93,347
-31,98,312
-31,15,395
-32,0,353
-32,11,86
-33,19,201
-33,53,169
-33,32,457
-34,88,148
-34,24,398
-34,17,433
-35,40,210
-36,66,450
-36,32,225
-36,75,492
-37,50,487
-37,7,332
-38,68,366
-39,92,95
-39,5,148
-40,45,230
-41,31,210
-42,23,163
-42,31,480
-43,89,322
-43,32,442
-44,24,457
-44,12,365
-45,7,449
-46,65,337
-46,86,496
-47,21,363
-47,57,391
-48,14,103
-48,59,150
-49,67,311
-50,46,404
-50,54,473
-51,62,324
-52,61,328
-53,95,175
-53,47,138
-54,63,496
-55,66,125
-55,25,193
-55,50,135
-56,46,143
-57,47,390
-57,38,149
-58,9,295
-58,68,149
-58,33,229
-59,3,65
-60,34,429
-60,32,466
-61,11,372
-62,42,93
-62,28,446
-63,25,139
-64,74,462
-64,35,266
-65,72,457
-66,95,86
-66,11,418
-67,61,133
-68,18,226
-68,99,445
-68,60,282
-69,15,422
-69,68,148
-69,11,74
-70,52,91
-70,57,472
-70,13,272
-71,74,195
-71,75,58
-71,73,491
-72,39,219
-73,65,54
-73,28,214
-74,70,266
-75,30,324
-75,60,413
-76,38,175
-76,66,222
-76,12,291
-77,38,50
-78,24,361
-79,57,93
-79,44,209
-80,79,423
-81,35,276
-82,30,50
-82,53,423
-82,2,193
-83,7,171
-84,40,277
-85,12,95
-86,55,335
-86,4,168
-87,48,316
-87,84,331
-87,62,266
-88,97,154
-89,4,407
-89,2,486
-89,22,102
-90,16,134
-90,77,415
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-91,64,418
-91,31,83
-92,2,428
-92,49,317
-93,93,271
-94,65,124
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-95,97,387
-95,29,384
-96,29,296
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-96,4,334
-97,33,311
-98,42,289
-98,74,420
-99,66,401
-100,4,141
-101,4,282
-102,44,460
-102,72,331
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-104,7,162
-105,89,77
-105,86,127
-106,6,52
-106,22,287
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-107,16,280
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diff --git a/input_data/input_product_data/products_materials_equipment.csv b/input_data/input_product_data/products_materials_equipment.csv
index 0a4cf90..b92fb0a 100644
--- a/input_data/input_product_data/products_materials_equipment.csv
+++ b/input_data/input_product_data/products_materials_equipment.csv
@@ -1,11 +1,5 @@
产品id,种类
-1,材料
2,材料
-3,材料
-4,材料
-5,材料
-6,材料
-7,材料
8,材料
9,材料
10,材料
@@ -49,14 +43,26 @@
48,材料
49,材料
50,材料
-51,设备
-52,设备
-53,设备
-54,设备
-55,设备
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+51,材料
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+106,材料
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59,设备
60,设备
61,设备
@@ -88,20 +94,3 @@
87,设备
88,设备
89,设备
-90,设备
-91,设备
-92,设备
-93,设备
-94,设备
-95,设备
-96,设备
-97,设备
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-99,设备
-100,设备
-101,设备
-102,设备
-103,设备
-104,设备
-105,设备
-106,设备
diff --git a/input_data/input_product_data/合成结点.csv b/input_data/input_product_data/合成结点.csv
new file mode 100644
index 0000000..ee9b204
--- /dev/null
+++ b/input_data/input_product_data/合成结点.csv
@@ -0,0 +1,224 @@
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diff --git a/input_data/material_device_product_ids.csv b/input_data/material_device_product_ids.csv
index 24bc18c..05137fa 100644
--- a/input_data/material_device_product_ids.csv
+++ b/input_data/material_device_product_ids.csv
@@ -1,171 +1,1364 @@
材料id,设备id,产品id
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diff --git a/main.py b/main.py
index 4880349..9aae735 100644
--- a/main.py
+++ b/main.py
@@ -44,7 +44,7 @@ if __name__ == '__main__':
# 输入参数
parser = argparse.ArgumentParser(description='setting')
parser.add_argument('--exp', type=str, default='without_exp')
- parser.add_argument('--job', type=int, default='3')
+ parser.add_argument('--job', type=int, default='4')
parser.add_argument('--reset_sample', type=int, default='0')
parser.add_argument('--reset_db', type=bool, default=False)
diff --git a/my_model.py b/my_model.py
index 5dc11a2..279416b 100644
--- a/my_model.py
+++ b/my_model.py
@@ -400,8 +400,8 @@ class MyModel(Model):
purchase_machinery_firms = {}
material_list = []
machinery_list = []
- list_seek_material_firm = [] # 每一个收到请求的企业
- list_seek_machinery_firm = [] # 每一个收到请求的企业
+ list_seek_material_firm = [] # 每一个收到请求的企业
+ list_seek_machinery_firm = [] # 每一个收到请求的企业
for firm in self.company_agents:
# 资源
@@ -425,7 +425,7 @@ class MyModel(Model):
for material_firm_key, sub_list_values in purchase_material_firms.items():
for mater_list in sub_list_values:
result = material_firm_key.seek_material_supply(mater_list[0])
- # 如果 result 不等于 0,才将其添加到 list_seek_material_firm 列表中
+ # 如果 result 不等于 -1,才将其添加到 list_seek_material_firm 列表中
if result != -1:
list_seek_material_firm.append(result)
@@ -439,7 +439,7 @@ class MyModel(Model):
for machi_list in sub_list:
# 执行一次调用 machinery_firm.seek_machinery_supply(machinery_list[0])
result = machinery_firm.seek_machinery_supply(machi_list[0])
- # 如果 result 不等于 0,才将其添加到 list_seek_machinery_firm 列表中
+ # 如果 result 不等于 -1,才将其添加到 list_seek_machinery_firm 列表中
if result != -1:
list_seek_machinery_firm.append(result)