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 delta 3076 zcmZ`*>u(%a6`wmhyPjR|d)NDN_F>0$y(M)ckw{fy+@^IMC8?zrR1w@HlkwhJd)E8% zopIQtvpA_k6}31RE=8>xH@m1G+R#uU3#rgA^b3&yA&^id22{S}0UxM9`~#dbYq^d~ zZQb9Td+)jDbH;;Te9eg1W@Coqu=1^k((MNQft45?q|KfmN!?bGkO1fdw@9_eh> 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znE0$vnGMKv4r~`kYCFmQ_eExpf%0={dr$EwAqT{2X@a=o@zPD{vlt-gzP9W%xXsvU z@kwd^t}e)ZjoJ+xWS5&?RRiAonp<0IH*EGJw2G{=GbU8F(crro`8epw_R82t&CxWv?l zm+v&rUIeHri+aQ5rfUMlf^fe?)m1TJ>1SLh*WxCFCkb9As8NL?=fwLH9~}R`G0;7G z6(I?*)1a$jyo{<{fsAFFTPtP_LqLS@h)a_J@)?H*bJgT4_Kwqe@k-@JQWSrx9P9ZCkUD6Iui{N*Q|JJh8oY|Z!x7vW_9V)X zD-4g0y#nAzU0&mkwPy2`79E!QIx3Mh?AHiaQVC`iltlsJFx*)Q-oOaaiAtjI)n#3d zq;yrkS1;%}@$uB1CU;qFB 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 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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 +6,0,0,0,854758.9825,0,����ʡ,0,�������ƣ����ţ������ɷ����޹�˾,5.931843673,0,0 +7,1,1,1,1562279.24,1,�ӱ�ʡ,1,�д���������������������ɷ����޹�˾,6.193758662,1,1 +8,2,2,2,169712.1125,2,����ʡ,2,��������ͨ�ø���ɷ����޹�˾,5.229712839,2,2 +9,3,3,3,459657.555,3,�ӱ�ʡ,3,�ӱ���ͨ���¼��Źɷ����޹�˾,5.662434403,3,3 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+3144384368,14280,14280,14280,706.2151739,14280,�㶫ʡ,14280,���ڵ����Ƽ����޹�˾,2.848937045,14280,14280 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 -0,70,140 -1,78,139 -1,97,68 -2,57,88 -3,94,175 -4,58,190 -5,97,175 -6,85,107 -7,64,197 -8,67,110 -8,86,176 -9,100,154 -10,90,50 -11,54,180 -12,52,141 -13,56,162 -13,104,105 -14,92,166 -14,54,183 -14,104,107 -15,79,93 -16,68,110 -17,76,96 -17,94,198 -18,84,129 -19,60,167 -20,86,196 -20,64,69 -20,81,195 -20,98,96 -21,65,98 -21,58,63 -22,64,192 -23,73,50 -24,90,166 -25,71,103 -26,66,167 -27,95,52 -28,68,193 -29,97,61 -30,103,123 -31,74,65 -32,76,151 -33,75,166 -34,95,57 -35,91,171 -36,79,141 -37,65,139 -37,95,185 -38,51,109 -39,75,77 -40,57,150 -41,59,90 -42,74,194 -43,51,190 -44,94,95 -45,58,84 -46,74,183 -47,61,131 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+3395900897,34532,2 +769732378,34533,1 +2345209868,34534,836 +11169556957,34535,1 +11169556957,34537,1 +11169556957,34538,4 +1255880317,34539,5 +11169556957,34543,1 +11169556957,34544,1 +679817932,34545,7 +3287163549,34546,3 +3408810051,34547,2 +3018804480,34548,1 +491171769,34549,7 +11210240616,34550,1 +2388955897,34551,20 +2355390513,34552,1 +3398677646,34553,301 +257795761,34554,3 +3179332276,34555,4 +2962409648,34556,14 +2948235171,34557,336 +3283320529,34558,2 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 -0,2,156 -1,19,116 -1,35,185 -2,18,189 -3,25,143 -4,2,124 -5,18,116 -6,19,112 -7,31,183 -8,6,124 -8,40,167 -9,32,109 -10,39,166 -11,38,117 -12,17,199 -13,39,185 -13,0,133 -14,10,107 -14,27,139 -14,24,182 -15,49,141 -16,22,140 -17,30,105 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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 -1,11,21 -1,0,46 -2,57,55 -3,0,55 -4,33,45 -5,95,62 -6,47,46 -7,88,88 -8,103,39 -8,0,30 -9,15,93 -10,60,57 -11,102,25 -12,63,91 -13,62,42 -13,68,66 -14,21,65 -14,92,31 -14,66,32 -15,75,81 -16,25,79 -17,15,62 -17,50,95 -18,100,87 -19,85,24 -20,56,56 -20,28,91 -20,77,50 -20,91,28 -21,68,70 -21,46,48 -22,93,97 -23,61,59 -24,68,60 -25,75,30 -26,15,42 -27,89,20 -28,89,65 -29,47,40 -30,84,55 -31,38,73 -32,99,76 -33,32,20 -34,93,82 -35,100,73 -36,22,74 -37,9,59 -37,68,34 -38,99,40 -39,33,66 -40,51,92 -41,94,72 -42,9,28 -43,18,93 -44,57,71 -45,95,76 -46,0,45 -47,68,60 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+2962409648,34556,3 +2948235171,34557,158 +3283320529,34558,2 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 @@ 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-2.1.2.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.2.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.2.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.2.4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,1,1,1,1,1,,,,,,,,,,,,,, -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,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,1,,,,,,, -2.1.4.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,1,1,,,,,,,, -2.1.4.1.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.4.1.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.4.1.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.4.1.4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.4.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,,,,, -2.1.4.2.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.1.4.2.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,1 -2.3.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.3.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2.3.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +Code,32338,32445,56341,7,4654,32434,32441,32444,3244,32432,32451,4655,32449,32446,32442,32433,32443,3245,32435,32437,32438,32447,32436,32448,32439,5632,56322,56319,56323,56321,8,36914,2515,2514,9,34535,34526,34529,34537,34534,34525,3453,34533,34527,34539,34528,34543,34531,34524,34532,34538,3455,34555,34554,34556,34557,34553,34545,34552,34544,34546,34549,34558,34547,34551,34548,2717,2714,2715,2716,2718,317589,1,513738,51374,513742,11,34573,34571,34567,34572,34566,34569,34568,3457,34574 +32338,1,,,,,,,,1,,,1,1,1,,1,1,,1,,1,1,1,,,1,1,1,1,,,1,,,,,1,,1,1,1,1,,1,1,1,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32445,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56341,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4654,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32434,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32441,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32444,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32432,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32451,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4655,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32449,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32446,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32442,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32433,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32443,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3245,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32435,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32437,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32438,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32447,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32436,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32448,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32439,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5632,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56319,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56323,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +36914,1,,,,,,,,1,,,1,,1,,1,1,,1,,,,,,1,,,,,1,,,,,,,1,,,,1,1,,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2515,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34535,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34526,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34529,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34537,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34534,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34525,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3453,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34533,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34527,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34539,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34528,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34543,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34531,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34524,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34532,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34538,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3455,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34555,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34554,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34556,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34557,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34553,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34545,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34552,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34546,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34549,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34558,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34551,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34548,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2717,1,1,1,1,1,,,,,,1,,1,1,1,,1,1,1,,,1,,,1,,,,,,,,,,1,1,1,1,1,,,1,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2714,,1,1,1,1,,,,,,1,1,1,1,,,1,1,,,,1,,,1,,,,,,,,,,1,1,,1,1,,,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2715,,1,1,1,1,,,,,,1,1,1,1,,,1,1,,,,1,,,1,,,,,,,,,,1,1,,1,1,,,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2716,,1,1,1,1,,,,,,1,1,1,1,,,1,1,,,,1,,,1,,,,,,,,,,1,1,,1,1,,,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2718,,1,1,1,1,,,,,,1,1,1,1,,,1,1,,,,1,,,1,,,,,,,,,,1,1,,1,1,,,1,1,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +317589,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,,,,,,1,,,,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,,,,,,,,,,,,,,,,1,1,1,1,1,,,1,,,,,,,,,,,, +1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,1,,,,1,1,1,1,1,1,1,1,1,1,,,,,,1,,1,1,1,1,1,1,1,1,1,1,1,1,1 +513738,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +51374,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,, +513742,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,,,,1,,,,,,,,,,,,,, +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 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+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 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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 -56,设备 -57,设备 -58,设备 +51,材料 +52,材料 +53,材料 +54,材料 +55,材料 +90,材料 +91,材料 +92,材料 +93,材料 +94,材料 +95,材料 +101,材料 +102,材料 +103,材料 +104,材料 +105,材料 +106,材料 +107,材料 +108,材料 +109,材料 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 -98,设备 -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 @@ +ID,UPID +36914,32338 +36914,32440 +36914,46505 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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)