diff --git a/GA_Agent_0925/__pycache__/evaluate_func.cpython-38.pyc b/GA_Agent_0925/__pycache__/evaluate_func.cpython-38.pyc index 0f5c8ed..5729927 100644 Binary files a/GA_Agent_0925/__pycache__/evaluate_func.cpython-38.pyc and b/GA_Agent_0925/__pycache__/evaluate_func.cpython-38.pyc differ diff --git a/GA_Agent_0925/conf_db.yaml b/GA_Agent_0925/conf_db.yaml new file mode 100644 index 0000000..b7ef16e --- /dev/null +++ b/GA_Agent_0925/conf_db.yaml @@ -0,0 +1,10 @@ +# read by orm +is_local_db: True + +local: + user_name: iiabm_user + password: iiabm_pwd + db_name: iiabmdb_20250925 + address: 'localhost' + port: 3306 + diff --git a/GA_Agent_0925/conf_experiment.yaml b/GA_Agent_0925/conf_experiment.yaml index 173d772..dfbfdd0 100644 --- a/GA_Agent_0925/conf_experiment.yaml +++ b/GA_Agent_0925/conf_experiment.yaml @@ -8,5 +8,5 @@ test: # only for test scenarios n_iter: 100 not_test: # normal scenarios - n_sample: 5 + n_sample: 1 n_iter: 10 diff --git a/GA_Agent_0925/config.json b/GA_Agent_0925/config.json index 8a80a4a..64d3c87 100644 --- a/GA_Agent_0925/config.json +++ b/GA_Agent_0925/config.json @@ -1,5 +1,5 @@ { - "pop_size": 5, + "pop_size": 10, "n_gen": 5, "n_var": 12, "bound_min": -5, diff --git a/GA_Agent_0925/count_firm.csv b/GA_Agent_0925/count_firm.csv index 6b2d132..2166199 100644 --- a/GA_Agent_0925/count_firm.csv +++ b/GA_Agent_0925/count_firm.csv @@ -1,204 +1,198 @@ id_firm,count -214851100,1722 -3111603340,1654 -70634828,1548 -25980377,643 -340093034,616 -395736790,607 -3330358736,567 -29223617,564 -303926772,494 -532328014,488 -331545755,339 -2337727838,333 -2326722141,332 -3191869223,272 -728969035,240 -2327605629,237 -591350440,232 -517675473,226 -2336923756,223 -16116663,205 -2349705416,196 -16210433,168 -471121089,168 -2349179532,167 -1452048,22 -515770253,15 -2349345463,10 -495782506,10 -300186799,10 -3312358902,10 -33822284,10 -2728939,10 -420984285,10 -6,10 -37873062,10 -3226664625,10 -1,10 -80158773,10 -78979697,10 -8,10 -169978927,9 -5849940,9 -3392803162,8 -11807506,8 -79938367,8 -5971532,8 -2424229017,8 -314846874,7 -14913649,6 -3462551351,5 -872394725,5 -35404067,5 -805940123,5 -3362063909,5 -3358892171,5 -862404568,5 -6333996,5 -9032550,5 -367669349,5 -3268669333,5 -950849442,5 -3226232,5 -3203980088,5 -3195293647,5 -31732840,5 -961017,5 -3151377261,5 -3147958370,5 -9620005,5 -10437056,5 -907433543,5 -382080545,5 -598808584,5 -676597455,5 -640700057,5 -644252759,5 -596368303,5 -59234665,5 -648145286,5 -668539285,5 -675729777,5 -578803019,5 -3118140206,5 -551856519,5 -543470507,5 -688155470,5 -385766513,5 -71271700,5 -733657390,5 -737770776,5 -507827038,5 -756272716,5 -758879940,5 -4607820,5 -441623911,5 -771821595,5 -410030851,5 -38852110,5 -562681526,5 -9746245,5 -26487185,5 -197362120,5 -2333843479,5 -25685135,5 -247297633,5 -2448521375,5 -2353549582,5 -2353389310,5 -2352421906,5 -205960791,5 -2351592628,5 -225958786,5 -2350443114,5 -2310406050,5 -2310534839,5 -2349742676,5 -2349588257,5 -2349349655,5 -2311838590,5 -2348894245,5 -2314659369,5 -2316150629,5 -2345982379,5 -2326520912,5 -2337952436,5 -203314437,5 -2334430421,5 -193814549,5 -157087137,5 -1160497810,5 -1171244159,5 -3010580773,5 -29954548,5 -2989649772,5 -2978926070,5 -1208566436,5 -178452970,5 -1476953321,5 -1444449910,5 -280281699,5 -16715045,5 -26895145,5 -286335813,5 -28667694,5 -742704658,4 -2326903290,4 -2326655246,4 -1698501971,4 -2323069589,4 -1605495,4 -696450846,4 -1247902451,4 -1253552935,4 -664591135,4 -863973253,4 -1651310523,4 -8114841,4 -3135349256,4 -3145389278,4 -2348987001,4 -3420061649,4 -3031766093,4 -3196033145,4 -265133300,4 -2350544061,4 -3378606529,4 -3011933107,4 -493002466,4 -290636928,4 -518871190,4 -2347561020,4 -3222664794,4 -2344471631,4 -3220049148,4 -28665295,3 -78576577,3 -2341774429,3 -808524154,3 -2944593082,3 -1524794108,3 -29452962,3 -3222821993,3 -13854344,3 -778745779,3 -340603317,3 -762501019,3 -27042865,3 -5979030,3 -189427260,3 -3429928077,3 -2382390052,3 -395739442,3 -2349746655,3 -466148111,3 -643954924,3 -618469306,3 -23421122,3 -2962064709,3 -308365582,2 -1717102128,1 -2959520478,1 -3449575456,1 -2346894985,1 +214851100,350 +3111603340,340 +70634828,340 +25980377,140 +395736790,136 +340093034,133 +3330358736,120 +29223617,119 +532328014,100 +303926772,99 +2326722141,72 +331545755,71 +2337727838,70 +3191869223,58 +591350440,50 +2327605629,47 +517675473,46 +2336923756,46 +728969035,41 +2349705416,41 +16210433,39 +16116663,37 +2349179532,34 +471121089,29 +1452048,5 +515770253,3 +2349345463,2 +6,2 +5971532,2 +1,2 +5849940,2 +2424229017,2 +495782506,2 +420984285,2 +300186799,2 +37873062,2 +3392803162,2 +33822284,2 +3312358902,2 +2728939,2 +3226664625,2 +79938367,2 +78979697,2 +14913649,2 +80158773,2 +8,2 +11807506,2 +169978927,2 +4607820,1 +441623911,1 +367669349,1 +410030851,1 +395739442,1 +808524154,1 +38852110,1 +385766513,1 +8114841,1 +382080545,1 +466148111,1 +805940123,1 +675729777,1 +863973253,1 +35404067,1 +3462551351,1 +3429928077,1 +3420061649,1 +340603317,1 +872394725,1 +9032550,1 +907433543,1 +950849442,1 +3378606529,1 +3362063909,1 +3358892171,1 +961017,1 +9620005,1 +862404568,1 +493002466,1 +668539285,1 +507827038,1 +676597455,1 +688155470,1 +664591135,1 +648145286,1 +644252759,1 +643954924,1 +640700057,1 +6333996,1 +618469306,1 +696450846,1 +71271700,1 +733657390,1 +3268669333,1 +5979030,1 +737770776,1 +742704658,1 +596368303,1 +59234665,1 +756272716,1 +758879940,1 +578803019,1 +562681526,1 +551856519,1 +543470507,1 +762501019,1 +771821595,1 +518871190,1 +778745779,1 +78576577,1 +598808584,1 +314846874,1 +3226232,1 +2333843479,1 +2310534839,1 +2311838590,1 +2314659369,1 +2316150629,1 +2323069589,1 +2326520912,1 +2326655246,1 +2326903290,1 +2334430421,1 +225958786,1 +2337952436,1 +2341774429,1 +23421122,1 +2344471631,1 +2345982379,1 +2347561020,1 +2348894245,1 +2348987001,1 +2310406050,1 +205960791,1 +3222821993,1 +1524794108,1 +1160497810,1 +1171244159,1 +1208566436,1 +1247902451,1 +1253552935,1 +13854344,1 +1444449910,1 +1476953321,1 +157087137,1 +203314437,1 +1605495,1 +1651310523,1 +16715045,1 +1698501971,1 +178452970,1 +189427260,1 +193814549,1 +197362120,1 +2349349655,1 +2349588257,1 +2349742676,1 +3145389278,1 +2978926070,1 +2989649772,1 +29954548,1 +3010580773,1 +3011933107,1 +3031766093,1 +3118140206,1 +3135349256,1 +3147958370,1 +2349746655,1 +10437056,1 +3151377261,1 +31732840,1 +3195293647,1 +3196033145,1 +3203980088,1 +3220049148,1 +3222664794,1 +2962064709,1 +29452962,1 +2944593082,1 +290636928,1 +2350443114,1 +2350544061,1 +2351592628,1 +2352421906,1 +2353389310,1 +2353549582,1 +2382390052,1 +2448521375,1 +247297633,1 +25685135,1 +26487185,1 +265133300,1 +26895145,1 +27042865,1 +280281699,1 +286335813,1 +28667694,1 +9746245,1 diff --git a/GA_Agent_0925/count_firm_prod.csv b/GA_Agent_0925/count_firm_prod.csv index 78dd3da..d821c3a 100644 --- a/GA_Agent_0925/count_firm_prod.csv +++ b/GA_Agent_0925/count_firm_prod.csv @@ -1,266 +1,259 @@ id_firm,id_product,count -340093034,95,616 -395736790,95,607 -29223617,95,564 -303926772,99,494 -532328014,99,488 -331545755,90,339 -2337727838,90,333 -2326722141,90,332 -3191869223,91,272 -728969035,93,240 -2327605629,94,237 -591350440,91,232 -517675473,92,226 -2336923756,91,223 -2349705416,94,196 -3111603340,53,193 -3111603340,55,192 -214851100,54,189 -214851100,55,188 -214851100,52,188 -16116663,92,187 -214851100,53,187 -214851100,50,187 -214851100,51,184 -3111603340,54,182 -3111603340,52,181 -70634828,53,179 -3111603340,51,178 -70634828,52,178 -70634828,54,178 -3111603340,50,178 -70634828,51,177 -70634828,55,171 -16210433,92,168 -471121089,93,168 -70634828,50,168 -2349179532,93,167 -25980377,39,115 -25980377,38,112 -25980377,43,108 -214851100,49,106 -25980377,41,105 -214851100,47,104 -3330358736,43,104 -25980377,40,102 -3330358736,38,102 -214851100,46,102 -25980377,42,101 -3111603340,47,100 -214851100,44,98 -3111603340,45,96 -3330358736,39,93 -214851100,48,93 -3330358736,41,92 -3330358736,40,92 -214851100,45,91 -70634828,47,90 -3111603340,46,89 -3111603340,49,89 -70634828,45,88 -3111603340,44,86 -3111603340,48,85 -3330358736,42,84 -70634828,46,81 -70634828,44,80 -70634828,48,77 -70634828,49,76 -515770253,9,15 -1452048,9,12 -6,10,10 -495782506,19,10 -420984285,16,10 -37873062,9,10 -33822284,9,10 -8,37,10 -80158773,69,10 -1,10,10 -16116663,11,10 -3392803162,9,8 -79938367,9,8 -5971532,9,8 -14913649,9,6 -950849442,9,5 -16116663,10,5 -382080545,9,5 -385766513,24,5 -38852110,10,5 -410030851,27,5 -169978927,66,5 -441623911,79,5 -4607820,9,5 -16715045,10,5 -507827038,10,5 -9620005,9,5 -543470507,8,5 -551856519,33,5 -562681526,25,5 -578803019,10,5 -367669349,31,5 -35404067,9,5 -3462551351,13,5 -214851100,7,5 -3226664625,28,5 -3268669333,67,5 -3312358902,59,5 -3312358902,79,5 -2310406050,60,5 -225958786,11,5 -205960791,63,5 -178452970,25,5 -203314437,22,5 -197362120,15,5 -193814549,33,5 -3358892171,64,5 -3362063909,10,5 -2349588257,10,5 -5849940,26,5 -59234665,65,5 -907433543,10,5 -78979697,74,5 -733657390,10,5 -737770776,34,5 -756272716,32,5 -758879940,65,5 -771821595,31,5 -78979697,61,5 -961017,23,5 -70634828,7,5 -1171244159,32,5 -1160497810,12,5 -805940123,72,5 -862404568,11,5 -872394725,70,5 -9032550,34,5 -71271700,27,5 -1208566436,62,5 -596368303,12,5 -668539285,17,5 -3226232,10,5 -598808584,15,5 -6333996,66,5 -640700057,9,5 -644252759,61,5 -648145286,35,5 -675729777,10,5 -1444449910,20,5 -676597455,68,5 -688155470,30,5 -157087137,73,5 -1476953321,10,5 -1452048,30,5 -1452048,11,5 -3226664625,13,5 -2349349655,9,5 -9746245,97,5 -2424229017,26,5 -2334430421,73,5 -2337952436,24,5 -2352421906,17,5 -2353389310,15,5 -2353549582,23,5 -3010580773,9,5 -300186799,11,5 -300186799,10,5 -29954548,18,5 -2989649772,71,5 -2978926070,8,5 -2448521375,25,5 -10437056,9,5 -28667694,10,5 -247297633,18,5 -286335813,72,5 -280281699,60,5 -2728939,71,5 -2728939,63,5 -25685135,11,5 -26895145,9,5 -26487185,62,5 -2349345463,35,5 -2345982379,67,5 -2333843479,70,5 -2348894245,11,5 -2326520912,10,5 -2350443114,74,5 -3118140206,68,5 -3147958370,12,5 -314846874,11,5 -2349742676,33,5 -3111603340,7,5 -2349345463,59,5 -2311838590,97,5 -3151377261,29,5 -31732840,29,5 -2310534839,64,5 -3195293647,28,5 -2316150629,10,5 -3203980088,10,5 -2314659369,20,5 -2351592628,10,5 -11807506,9,4 -664591135,9,4 -11807506,36,4 -3145389278,9,4 -2347561020,9,4 -742704658,9,4 -3196033145,9,4 -265133300,9,4 -696450846,9,4 -3220049148,9,4 -1247902451,9,4 -1253552935,9,4 -2344471631,9,4 -290636928,9,4 -1605495,9,4 -3031766093,9,4 -3011933107,9,4 -169978927,9,4 -863973253,9,4 -2326903290,9,4 -2323069589,9,4 -1698501971,9,4 -493002466,9,4 -8114841,9,4 -1651310523,9,4 -2350544061,9,4 -2348987001,9,4 -518871190,9,4 -3420061649,9,4 -5849940,36,4 -3378606529,9,4 -3222664794,9,4 -2326655246,9,4 -3135349256,9,4 -778745779,9,3 -762501019,9,3 -2349746655,10,3 -808524154,9,3 -2382390052,9,3 -2424229017,9,3 -78576577,9,3 -3222821993,9,3 -16116663,9,3 -2962064709,9,3 -189427260,9,3 -340603317,9,3 -3429928077,9,3 -395739442,9,3 -466148111,9,3 -2341774429,9,3 -13854344,9,3 -23421122,9,3 -5979030,9,3 -618469306,9,3 -29452962,9,3 -2944593082,9,3 -643954924,9,3 -28665295,9,3 -1524794108,9,3 -27042865,9,3 -308365582,9,2 -314846874,9,2 -2959520478,9,1 -1717102128,9,1 -3449575456,9,1 -2346894985,9,1 +395736790,95,136 +340093034,95,133 +29223617,95,119 +532328014,99,100 +303926772,99,99 +2326722141,90,72 +331545755,90,71 +2337727838,90,70 +3191869223,91,58 +591350440,91,50 +2327605629,94,47 +2336923756,91,46 +517675473,92,46 +70634828,55,42 +728969035,93,41 +2349705416,94,41 +214851100,55,40 +70634828,54,40 +214851100,52,40 +16210433,92,39 +214851100,54,38 +3111603340,55,38 +214851100,53,38 +3111603340,52,38 +70634828,52,38 +3111603340,50,37 +214851100,50,36 +70634828,50,36 +3111603340,51,35 +70634828,53,35 +70634828,51,35 +3111603340,54,35 +2349179532,93,34 +16116663,92,33 +214851100,51,33 +3111603340,53,33 +471121089,93,29 +25980377,43,27 +3111603340,48,26 +25980377,41,24 +3330358736,40,23 +25980377,40,23 +214851100,48,23 +70634828,49,23 +214851100,44,23 +25980377,39,22 +25980377,38,22 +25980377,42,22 +70634828,48,22 +3111603340,46,22 +214851100,47,21 +3330358736,43,21 +3111603340,45,21 +3330358736,39,21 +70634828,46,21 +3111603340,47,20 +214851100,49,20 +214851100,46,20 +3330358736,38,19 +3330358736,41,19 +70634828,47,18 +214851100,45,17 +3111603340,49,17 +3330358736,42,17 +3111603340,44,17 +70634828,44,15 +70634828,45,14 +1452048,9,3 +515770253,9,3 +80158773,69,2 +8,37,2 +79938367,9,2 +420984285,16,2 +495782506,19,2 +33822284,9,2 +3392803162,9,2 +37873062,9,2 +5971532,9,2 +6,10,2 +1,10,2 +14913649,9,2 +16116663,11,2 +2350443114,74,1 +5979030,9,1 +562681526,25,1 +578803019,10,1 +5849940,26,1 +5849940,36,1 +16116663,9,1 +59234665,65,1 +596368303,12,1 +598808584,15,1 +543470507,8,1 +16116663,10,1 +618469306,9,1 +6333996,66,1 +640700057,9,1 +643954924,9,1 +644252759,61,1 +648145286,35,1 +664591135,9,1 +551856519,33,1 +1651310523,9,1 +675729777,10,1 +518871190,9,1 +35404067,9,1 +367669349,31,1 +193814549,33,1 +382080545,9,1 +385766513,24,1 +38852110,10,1 +189427260,9,1 +395739442,9,1 +410030851,27,1 +178452970,25,1 +441623911,79,1 +4607820,9,1 +466148111,9,1 +169978927,9,1 +493002466,9,1 +169978927,66,1 +507827038,10,1 +1698501971,9,1 +16715045,10,1 +668539285,17,1 +676597455,68,1 +2350544061,9,1 +808524154,9,1 +778745779,9,1 +78576577,9,1 +78979697,61,1 +78979697,74,1 +11807506,36,1 +1171244159,32,1 +1160497810,12,1 +805940123,72,1 +8114841,9,1 +762501019,9,1 +862404568,11,1 +863973253,9,1 +872394725,70,1 +9032550,34,1 +907433543,10,1 +950849442,9,1 +961017,23,1 +9620005,9,1 +771821595,31,1 +758879940,65,1 +688155470,30,1 +13854344,9,1 +696450846,9,1 +1605495,9,1 +157087137,73,1 +1524794108,9,1 +1476953321,10,1 +1452048,30,1 +1452048,11,1 +1444449910,20,1 +1253552935,9,1 +756272716,32,1 +1247902451,9,1 +1208566436,62,1 +70634828,7,1 +71271700,27,1 +11807506,9,1 +733657390,10,1 +737770776,34,1 +742704658,9,1 +3462551351,13,1 +3429928077,9,1 +3420061649,9,1 +340603317,9,1 +280281699,60,1 +286335813,72,1 +28667694,10,1 +290636928,9,1 +2348987001,9,1 +2944593082,9,1 +29452962,9,1 +2962064709,9,1 +2978926070,8,1 +2989649772,71,1 +29954548,18,1 +300186799,10,1 +300186799,11,1 +3010580773,9,1 +3011933107,9,1 +3031766093,9,1 +2348894245,11,1 +2347561020,9,1 +2345982379,67,1 +2728939,71,1 +2728939,63,1 +27042865,9,1 +247297633,18,1 +2351592628,10,1 +2352421906,17,1 +2353389310,15,1 +2353549582,23,1 +2382390052,9,1 +2424229017,26,1 +2424229017,9,1 +2448521375,25,1 +25685135,11,1 +26895145,9,1 +2349746655,10,1 +2349742676,33,1 +2349588257,10,1 +2349349655,9,1 +2349345463,59,1 +2349345463,35,1 +26487185,62,1 +265133300,9,1 +2344471631,9,1 +23421122,9,1 +2341774429,9,1 +2310534839,64,1 +3226664625,13,1 +3226664625,28,1 +3268669333,67,1 +3312358902,59,1 +3312358902,79,1 +2316150629,10,1 +2314659369,20,1 +2311838590,97,1 +2310406050,60,1 +3222821993,9,1 +225958786,11,1 +214851100,7,1 +3358892171,64,1 +3362063909,10,1 +3378606529,9,1 +205960791,63,1 +203314437,22,1 +197362120,15,1 +3226232,10,1 +3222664794,9,1 +2337952436,24,1 +3135349256,9,1 +2334430421,73,1 +2333843479,70,1 +10437056,9,1 +2326903290,9,1 +2326655246,9,1 +2326520912,10,1 +3111603340,7,1 +3118140206,68,1 +3145389278,9,1 +3220049148,9,1 +3147958370,12,1 +314846874,11,1 +3151377261,29,1 +31732840,29,1 +2323069589,9,1 +3195293647,28,1 +3196033145,9,1 +3203980088,10,1 +9746245,97,1 diff --git a/GA_Agent_0925/count_prod.csv b/GA_Agent_0925/count_prod.csv index 686c47f..95271aa 100644 --- a/GA_Agent_0925/count_prod.csv +++ b/GA_Agent_0925/count_prod.csv @@ -1,73 +1,73 @@ id_product,count -95,1787 -90,1004 -99,982 -91,727 -92,581 -93,575 -53,559 -55,551 -54,549 -52,547 -51,539 -50,533 -94,433 -9,338 -47,294 -45,275 -46,272 -49,271 -44,264 -48,255 -38,214 -43,212 -39,208 -41,197 -40,194 -42,185 -10,113 -11,45 -15,15 -12,15 -33,15 -7,15 -25,15 -69,10 -74,10 -68,10 -70,10 -71,10 -72,10 -73,10 -19,10 -79,10 -8,10 -66,10 -18,10 -17,10 -16,10 -13,10 -97,10 -67,10 -32,10 -65,10 -64,10 -34,10 -35,10 -37,10 -31,10 -30,10 -29,10 -28,10 -27,10 -26,10 -24,10 -23,10 -20,10 -59,10 -60,10 -62,10 -63,10 -61,10 -36,8 -22,5 +95,388 +90,213 +99,199 +91,154 +55,120 +92,118 +52,116 +54,113 +50,109 +53,106 +93,104 +51,103 +94,88 +9,84 +48,71 +46,63 +49,60 +47,59 +44,55 +45,52 +43,48 +40,46 +41,43 +39,43 +38,41 +42,39 +10,23 +11,9 +33,3 +7,3 +15,3 +12,3 +25,3 +19,2 +74,2 +68,2 +69,2 +70,2 +71,2 +72,2 +73,2 +8,2 +79,2 +18,2 +97,2 +13,2 +66,2 +16,2 +17,2 +67,2 +27,2 +65,2 +26,2 +29,2 +30,2 +31,2 +32,2 +34,2 +35,2 +36,2 +37,2 +24,2 +64,2 +23,2 +28,2 +59,2 +60,2 +61,2 +62,2 +63,2 +20,2 +22,1 diff --git a/GA_Agent_0925/evaluate_func.py b/GA_Agent_0925/evaluate_func.py index 524ef30..528a254 100644 --- a/GA_Agent_0925/evaluate_func.py +++ b/GA_Agent_0925/evaluate_func.py @@ -63,7 +63,7 @@ def fitness(individual, controller_db_obj): do_process(controller_db_obj,ga_id,dct_exp,job) # ========== 3️⃣ 获取数据库连接并提取结果 ========== - simulated_vulnerable_industries = get_vulnerable100_code(connection,ga_id) + simulated_vulnerable_industries = get_vulnerable35_code(connection,ga_id) print(simulated_vulnerable_industries) # ========== 4️⃣ 获取目标产业集合 ========== target_vulnerable_industries = get_target_vulnerable_industries() @@ -154,9 +154,11 @@ def get_target_vulnerable_industries(): {"product": "过程工艺检测", "category": "制程检测", "chain_id": 513740} ] # 手工转换 - industry_list_index = vulnerable100_index = \ - ['100', '58', '61', '9', '7', '98', '57', '8', '65', '68', '66', '38', - '90', '21', '96', '71', '27', '74', '99', '95', '11', '77', '59', '56', '97'] + merged_list = [ + '61', '68', '65', '66', '59', '71', '77', '7', '38', '95', '58', '90', '56', '57', '97', '98', + '27', '8', '11', '9', '21', '96', '99', '100', '44', '45', '46', '47', '48', '49', '50', '51', + '52', '53', '54', '55' + ] # # 提取所有 chain_id，并去重 # chain_ids = set() # for item in industry_list: @@ -167,9 +169,10 @@ def get_target_vulnerable_industries(): # else: # chain_ids.add(str(item["chain_id"])) - return industry_list_index + return merged_list + # 从数据库计算脆弱产业集合 -def get_vulnerable100_code(engine, ga_id): +def get_vulnerable35_code(engine, ga_id): """ 计算最脆弱前100产品的 Code 列表（去重），只针对指定 ga_id。 """ @@ -221,7 +224,7 @@ def get_vulnerable100_code(engine, ga_id): # =============================== # 5️⃣ 选出最脆弱的前100个产品（出现次数最多） # =============================== - vulnerable100_product = count_prod.nlargest(100, "count")["id_product"].tolist() + vulnerable100_product = count_prod.nlargest(35, "count")["id_product"].tolist() print(f"[信息] ga_id={ga_id} 查询完成，共找到 {len(vulnerable100_product)} 个脆弱产品") # =============================== diff --git a/GA_Agent_0925/main.py b/GA_Agent_0925/main.py index 70d6d3a..59c8b2e 100644 --- a/GA_Agent_0925/main.py +++ b/GA_Agent_0925/main.py @@ -8,7 +8,7 @@ import matplotlib.pyplot as plt from GA_Agent_0925.creating import creating from GA_Agent_0925.orm import connection from controller_db import ControllerDB -from evaluate_func import fitness, get_vulnerable100_code, get_target_vulnerable_industries +from evaluate_func import fitness, get_vulnerable35_code, get_target_vulnerable_industries # ============================== @@ -28,7 +28,7 @@ def main(): # 2️⃣ 初始化 ControllerDB（数据库连接） controller_db_obj = ControllerDB("without_exp", reset_flag=0) - controller_db_obj.reset_db(force_drop=True) + controller_db_obj.reset_db(force_drop=False) # 准备样本表 controller_db_obj.prepare_list_sample() # 2️⃣ 初始化工具箱 diff --git a/GA_Agent_0925/myplot.png b/GA_Agent_0925/myplot.png new file mode 100644 index 0000000..7730f5d Binary files /dev/null and b/GA_Agent_0925/myplot.png differ diff --git a/GA_Agent_0925/vulnerable35_match_results/conf_db.yaml b/GA_Agent_0925/vulnerable35_match_results/conf_db.yaml new file mode 100644 index 0000000..b7ef16e --- /dev/null +++ b/GA_Agent_0925/vulnerable35_match_results/conf_db.yaml @@ -0,0 +1,10 @@ +# read by orm +is_local_db: True + +local: + user_name: iiabm_user + password: iiabm_pwd + db_name: iiabmdb_20250925 + address: 'localhost' + port: 3306 + diff --git a/GA_Agent_0925/vulnerable35_match_results/conf_db_prefix.yaml b/GA_Agent_0925/vulnerable35_match_results/conf_db_prefix.yaml new file mode 100644 index 0000000..0e48fd8 --- /dev/null +++ b/GA_Agent_0925/vulnerable35_match_results/conf_db_prefix.yaml @@ -0,0 +1 @@ +db_name_prefix: without_exp diff --git a/GA_Agent_0925/vulnerable35_match_results/process_vulnerable_products.py b/GA_Agent_0925/vulnerable35_match_results/process_vulnerable_products.py new file mode 100644 index 0000000..53482ba --- /dev/null +++ b/GA_Agent_0925/vulnerable35_match_results/process_vulnerable_products.py @@ -0,0 +1,61 @@ +import pandas as pd +from sqlalchemy import text + +from orm import engine + +# =============================== +# 数据库连接 +# =============================== + +sql_file = "query_top35_products.sql" + +# 指定对比列表 +specified_list = [ + '61','68','65','66','59','71','77','7','38','95','58','90','56','57','97','98', + '27','8','11','9','21','96','99','100','44','45','46','47','48','49','50','51', + '52','53','54','55' +] +specified_set = set(specified_list) + +# =============================== +# 执行 SQL 查询 +# =============================== +with open(sql_file, "r", encoding="utf-8") as f: + str_sql = f.read() + +# 使用 connect() 解决 AttributeError +with engine.connect() as conn: + df = pd.read_sql(text(str_sql), conn) + +print(f"[信息] 查询完成，获取到 {len(df)} 条记录。") + +# =============================== +# 按 ga_id 分组计算匹配情况 +# =============================== +all_results = [] + +for ga_id, group in df.groupby("ga_id"): + vulnerable35_product = group['id_product'].astype(str).tolist() + vulnerable_set = set(vulnerable35_product) + + matching = vulnerable_set & specified_set + extra = vulnerable_set - specified_set + missing = specified_set - vulnerable_set + + all_results.append({ + "ga_id": ga_id, + "vulnerable35": ",".join(vulnerable35_product), + "matching_count": len(matching), + "matching_products": ",".join(matching), + "extra_count": len(extra), + "extra_products": ",".join(extra), + "missing_count": len(missing), + "missing_products": ",".join(missing) + }) + +# =============================== +# 输出 CSV +# =============================== +df_results = pd.DataFrame(all_results) +df_results.to_csv("vulnerable35_match_results.csv", index=False, encoding='utf-8-sig') +print("[完成] 已生成 vulnerable35_match_results.csv") diff --git a/GA_Agent_0925/vulnerable35_match_results/query_top35_products.sql b/GA_Agent_0925/vulnerable35_match_results/query_top35_products.sql new file mode 100644 index 0000000..0231be9 --- /dev/null +++ b/GA_Agent_0925/vulnerable35_match_results/query_top35_products.sql @@ -0,0 +1,34 @@ +WITH s_disrupt AS ( + SELECT s_id, id_firm, id_product, MIN(ts) AS ts, ga_id + FROM iiabmdb_20250925.without_exp_result + WHERE `status` = 'D' + GROUP BY s_id, id_firm, id_product, ga_id +), + +s_multiple AS ( + -- 筛选出现超过1次的 s_id + SELECT s_id, ga_id + FROM s_disrupt + GROUP BY s_id, ga_id + HAVING COUNT(*) > 1 +), + +product_count AS ( + -- 统计每个 ga_id 下每个产品出现次数 + SELECT s.ga_id, s.id_product, COUNT(*) AS cnt + FROM s_disrupt s + JOIN s_multiple m ON s.s_id = m.s_id AND s.ga_id = m.ga_id + GROUP BY s.ga_id, s.id_product +), + +ranked_products AS ( + -- 按每个 ga_id 的产品出现次数排序，并取前35 + SELECT *, + ROW_NUMBER() OVER (PARTITION BY ga_id ORDER BY cnt DESC) AS rn + FROM product_count +) + +SELECT ga_id, id_product, cnt +FROM ranked_products +WHERE rn <= 35 +ORDER BY ga_id, rn; diff --git a/GA_Agent_0925/vulnerable35_match_results/vulnerable35_match_results.csv b/GA_Agent_0925/vulnerable35_match_results/vulnerable35_match_results.csv new file mode 100644 index 0000000..538021c --- /dev/null +++ b/GA_Agent_0925/vulnerable35_match_results/vulnerable35_match_results.csv @@ -0,0 +1,49 @@ +ga_id,vulnerable35,matching_count,matching_products,extra_count,extra_products,missing_count,missing_products +03269d9f,"95,90,91,92,52,93,55,99,51,50,9,94,54,53,47,44,46,48,49,45,41,42,38,43,39,40,10,11,7,12,25,15,33,73,32",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,91,73,94,41,39,15,10,25,32,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +053c105b,"95,99,90,91,55,50,53,52,92,51,54,93,94,9,48,47,44,46,49,39,38,45,40,43,41,42,10,11,15,33,12,7,25,31,36",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,25,93,31,40,94,41,39,15,10,36,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +07257290,"95,99,90,91,52,53,51,50,92,55,93,54,94,9,49,47,48,39,44,46,45,43,38,40,42,41,10,11,25,7,15,12,33,26,18",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,18,40,26,94,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +12eb85fc,"95,99,90,91,51,52,93,92,50,53,54,55,9,94,47,49,48,46,44,45,38,40,43,39,41,42,10,11,7,25,12,33,15,37,19",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,19,94,41,39,37,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +1809ec77,"95,99,90,91,93,92,53,52,50,94,55,51,54,9,49,44,47,40,46,45,39,48,38,43,41,42,10,11,20,26,66,16,15,64,61",20,"90,61,44,45,95,49,11,99,52,50,47,9,66,46,54,51,48,55,38,53",15,"42,93,40,26,94,41,39,16,15,20,10,91,43,64,92",16,"98,71,57,56,65,7,97,100,8,68,77,58,21,59,96,27" +19cae10f,"95,99,90,91,51,50,53,92,52,93,55,54,9,94,47,49,46,48,45,44,38,43,39,40,41,42,10,11,25,12,33,15,7,64,8",20,"90,7,44,45,95,49,11,99,8,52,50,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,41,39,15,64,10,25,91,43,12,33,92",16,"98,71,57,66,56,65,97,100,61,68,77,58,21,59,96,27" +1a4227c6,"95,99,90,91,52,92,54,53,51,55,50,93,94,9,47,49,46,48,44,45,43,39,38,41,42,40,10,11,7,25,33,15,12,74,68",20,"90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,74,41,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27" +1f977ec5,"95,99,90,91,52,92,50,55,53,51,93,54,94,9,48,47,46,44,49,45,40,41,38,39,43,42,10,11,12,15,25,33,7,35,64",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,35,40,94,41,39,15,64,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +28481dd9,"95,99,90,91,52,51,55,50,92,53,54,93,94,9,47,49,44,46,48,38,43,45,40,39,41,42,10,11,25,7,33,12,15,32,97",20,"90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53",15,"42,93,40,91,94,41,39,15,10,25,32,43,12,33,92",16,"98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27" +2ef7bd37,"95,99,90,91,53,52,50,92,54,51,55,93,94,9,49,47,46,44,48,39,45,43,41,40,38,42,10,11,7,25,33,15,12,60,30",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,60,93,40,94,30,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +360d68d3,"95,99,90,91,9,53,92,93,50,52,51,55,54,94,47,44,46,49,48,43,39,45,38,40,41,42,10,11,15,33,7,12,27,69,72",20,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,53,38,27",15,"42,93,40,94,41,69,39,72,15,10,91,43,12,33,92",16,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96" +400b809d,"95,99,90,91,51,52,50,53,92,55,54,93,9,47,94,49,44,46,39,38,48,43,40,45,41,42,10,11,33,7,25,12,15,24,19",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,19,94,41,43,39,15,10,25,91,24,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +40408929,"95,99,90,91,53,51,52,93,92,50,55,54,94,9,49,47,46,48,44,45,39,38,43,40,41,42,10,11,25,12,33,7,15,70,29",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,70,94,41,39,29,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +4c00c80f,"95,99,90,91,52,51,50,92,54,53,55,93,9,94,46,44,47,49,48,45,43,38,39,40,41,42,10,11,15,7,12,33,25,28,59",20,"90,7,44,45,95,49,11,99,52,50,59,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,28,41,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,96,27" +54476776,"95,90,91,93,55,99,92,52,53,51,50,94,9,54,47,49,44,46,48,45,42,41,38,39,43,40,10,11,12,7,15,33,25,74,16",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,74,41,39,16,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +5848e257,"95,90,99,91,50,53,92,55,52,54,93,51,94,9,49,44,46,47,48,40,43,45,39,38,41,42,10,11,15,33,7,12,25,35,74",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,35,40,94,74,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +60a50e3a,"95,99,90,91,52,53,51,55,50,54,92,93,9,94,44,46,49,47,48,43,38,40,39,45,41,42,10,11,12,7,33,25,15,79,23",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,41,39,15,10,25,91,43,79,12,23,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +64f2207b,"95,90,99,91,50,52,53,93,55,92,51,54,9,94,47,49,46,48,44,39,43,38,41,45,40,42,10,11,7,12,25,33,15,60,35",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,60,35,40,93,94,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +69c68390,"95,99,90,91,92,50,51,52,55,53,93,54,94,9,44,49,46,47,48,38,39,43,41,45,40,42,10,11,25,12,33,7,15,74,27",20,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,53,38,27",15,"42,93,40,94,74,41,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96" +6a5f8b48,"95,90,99,91,52,54,55,53,92,51,50,93,9,94,47,46,49,48,44,43,39,45,38,40,41,42,10,11,25,33,15,7,12,29,68",20,"90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,41,39,29,15,10,25,91,43,12,33,92",16,"98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27" +6a8ce407,"95,90,99,91,52,51,55,53,92,93,50,54,9,94,47,48,49,46,44,38,45,41,39,43,42,40,10,11,15,25,7,12,33,63,23",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,25,93,40,94,41,39,15,10,63,91,43,12,23,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +6d45f1e1,"95,99,90,91,50,53,52,51,92,55,93,54,9,94,49,46,47,44,48,39,40,45,38,43,41,42,10,11,12,25,7,15,33,13,68",20,"90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,41,39,15,10,25,91,43,13,12,33,92",16,"98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27" +6f1514cd,"95,99,90,91,53,55,52,92,50,93,51,54,9,94,49,47,48,46,43,39,44,45,41,38,40,42,10,11,15,25,33,12,7,30,27",20,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,53,38,27",15,"42,93,40,94,30,41,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96" +79566791,"95,99,90,91,50,52,51,55,93,53,92,54,9,94,49,47,48,44,46,40,45,43,39,38,41,42,10,11,12,25,33,7,15,63,59",20,"90,7,44,45,95,49,11,99,52,50,59,47,9,46,54,51,48,55,38,53",15,"42,25,93,40,94,41,39,15,10,63,91,43,12,33,92",16,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,96,27" +7bd74425,"95,99,90,91,51,52,93,50,53,92,55,54,9,94,47,44,49,48,46,40,45,43,38,39,41,42,10,11,33,25,15,12,7,26,23",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,26,94,41,39,15,10,25,91,43,12,23,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +80c8326a,"95,99,90,91,52,50,92,53,93,55,54,51,9,94,49,46,47,44,48,45,40,39,43,38,41,42,10,11,7,25,15,33,12,73,31",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,31,40,73,94,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +8ce09dcc,"95,90,99,91,55,92,52,54,50,53,93,51,94,9,48,46,49,47,44,45,43,40,41,39,38,42,10,11,7,25,15,12,33,69,32",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,91,94,41,69,39,15,10,25,32,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +8e527645,"95,99,90,91,93,55,92,53,50,52,51,54,94,9,47,46,49,48,44,45,43,39,40,38,42,41,10,11,25,12,15,33,7,62,37",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,62,93,40,94,41,39,37,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +93f9d03b,"95,99,90,91,51,50,93,92,53,54,55,52,9,94,47,46,48,44,49,38,39,43,45,41,40,42,10,11,33,12,7,25,15,64,35",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,35,40,94,41,39,15,64,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +9965ff7d,"95,90,91,99,55,93,92,52,53,51,94,54,50,9,49,48,47,46,44,45,41,43,39,38,42,40,10,11,15,12,33,25,7,28,73",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,73,94,28,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +b5b6882d,"95,99,90,91,53,52,54,50,55,93,92,51,94,9,49,47,46,44,48,39,43,45,40,38,41,42,10,11,25,33,15,12,7,18,74",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,18,40,94,74,41,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +bd999a28,"95,99,90,91,53,52,55,51,50,54,92,93,9,94,49,47,39,46,48,44,45,38,40,43,42,41,10,11,33,25,12,15,7,65,29",20,"90,7,44,45,95,49,11,65,99,52,50,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,41,39,29,15,10,25,91,43,12,33,92",16,"98,71,57,66,56,97,100,8,61,68,77,58,21,59,96,27" +be8d64fc,"95,99,90,91,52,51,93,54,50,55,92,53,94,9,47,49,46,44,48,45,38,43,39,41,40,42,10,11,25,7,33,12,15,13,30",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,30,41,39,15,10,25,91,43,13,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +c40fd813,"95,99,90,91,50,53,51,52,93,55,92,54,9,94,49,47,44,39,46,45,48,38,40,41,43,42,10,11,15,33,25,12,7,37,28",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,28,41,39,37,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +c5f9a379,"95,99,90,91,51,53,50,52,92,55,54,93,9,94,47,49,45,48,44,46,43,39,40,38,41,42,10,11,7,15,12,25,33,66,65",21,"90,7,44,45,95,49,11,65,99,52,50,47,9,66,46,54,51,48,55,38,53",14,"42,93,40,94,41,39,15,10,25,91,43,12,33,92",15,"98,71,57,56,97,100,8,61,68,77,58,21,59,96,27" +cd8df852,"95,99,90,91,53,52,50,55,51,92,93,54,94,9,49,47,46,48,44,45,39,40,41,43,38,42,10,11,12,33,7,15,25,35,69",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,35,40,94,41,69,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +cfec2d46,"95,99,90,91,53,52,50,93,51,55,92,54,9,94,49,45,47,44,48,46,40,39,43,38,42,41,10,11,33,7,12,15,25,37,18",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,18,40,94,41,39,37,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +d0d03833,"95,99,90,91,51,50,53,52,92,55,54,93,94,9,47,49,48,44,46,39,38,45,43,40,41,42,10,11,7,15,12,25,33,62,68",20,"90,7,68,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",15,"42,62,93,40,94,41,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,65,56,97,100,8,61,77,58,21,59,96,27" +d8521d12,"95,99,90,91,51,92,52,53,93,50,55,54,9,94,49,44,47,46,48,39,45,40,38,43,41,42,10,11,33,7,15,12,25,16,72",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,41,39,72,16,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +d8836638,"95,99,90,91,50,54,53,51,52,55,93,92,9,94,47,49,46,48,44,38,39,43,40,41,45,42,10,11,15,33,7,12,25,97,69",20,"90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53",15,"42,93,40,94,41,69,39,15,10,25,91,43,12,33,92",16,"98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27" +daf0e9ef,"95,99,90,91,52,53,55,50,92,51,54,93,9,94,49,48,47,39,46,45,44,40,38,41,43,42,10,11,15,33,25,7,12,69,71",20,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,71,55,38,53",15,"42,93,40,94,41,69,39,15,10,25,91,43,12,33,92",16,"98,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +dbfb776b,"95,90,91,92,93,55,52,99,53,9,50,94,51,54,47,49,48,46,44,45,41,42,40,38,43,39,10,11,15,25,12,33,7,34,69",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,34,41,69,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +e087b751,"95,99,90,91,93,53,50,51,54,55,52,92,9,94,49,47,48,44,46,45,39,43,38,40,41,42,10,11,25,33,12,7,15,31,23",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,31,40,94,41,39,15,10,25,91,43,12,23,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +e2a464f9,"95,99,90,91,51,53,50,52,93,55,92,54,9,94,49,47,48,44,45,39,46,38,40,41,43,42,10,11,15,7,25,12,33,29,69",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,41,69,29,39,15,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +e73abaeb,"95,99,90,91,54,52,55,51,50,93,53,92,94,9,47,46,49,48,43,38,44,45,40,39,41,42,10,11,25,12,15,33,7,69,64",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,40,94,41,69,39,15,64,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +f4b59d31,"95,99,90,91,50,51,52,55,53,93,92,54,94,9,47,49,46,44,48,40,45,38,43,39,41,42,10,11,25,15,33,12,7,20,31",19,"90,7,44,45,95,49,11,99,52,50,47,9,46,54,51,48,55,38,53",16,"42,93,31,40,94,41,39,15,20,10,25,91,43,12,33,92",17,"98,71,57,66,56,65,97,100,8,61,68,77,58,21,59,96,27" +f54db476,"95,99,90,91,52,92,93,51,55,53,50,54,9,94,47,44,49,48,46,45,43,39,38,40,41,42,10,11,12,15,33,7,25,36,97",20,"90,7,44,45,95,49,11,99,52,50,97,47,9,46,54,51,48,55,38,53",15,"42,25,93,40,94,41,39,15,10,36,91,43,12,33,92",16,"98,71,57,66,56,65,100,8,61,68,77,58,21,59,96,27" +f9ef00a1,"95,99,90,91,52,51,92,55,50,53,93,54,94,9,49,47,48,44,46,45,39,41,38,40,43,42,10,11,15,7,12,33,25,65,59",21,"90,7,44,45,95,49,11,65,99,52,50,59,47,9,46,54,51,48,55,38,53",14,"42,93,40,94,41,39,15,10,25,91,43,12,33,92",15,"98,71,57,66,56,97,100,8,61,68,77,58,21,96,27" diff --git a/GA_Agent_0925/多功能.py b/GA_Agent_0925/多功能.py index 64f6e35..81f4fc0 100644 --- a/GA_Agent_0925/多功能.py +++ b/GA_Agent_0925/多功能.py @@ -41,7 +41,7 @@ from orm import connection # 读取 SQL -ga_id="c943f2c6" +ga_id="c40fd813" with open("SQL_analysis_risk_ga.sql", "r", encoding="utf-8") as f: str_sql = text(f.read()) print(str_sql[:300]) diff --git a/__pycache__/firm.cpython-38.pyc b/__pycache__/firm.cpython-38.pyc index f4a6beb..b6bfb6a 100644 Binary files a/__pycache__/firm.cpython-38.pyc and b/__pycache__/firm.cpython-38.pyc differ diff --git a/firm.py b/firm.py index 4a9b225..03b4493 100644 --- a/firm.py +++ b/firm.py @@ -1,5 +1,6 @@ from collections import defaultdict +import numpy as np from mesa import Agent @@ -81,7 +82,7 @@ class FirmAgent(Agent): for product in a_lst_product: assert self.str_cap_limit_prob_type in ['uniform', 'normal'], \ "cap_limit_prob_type must be either 'uniform' or 'normal'" - extra_cap_mean = self.size_stat[0][0] / self.flt_cap_limit_level + extra_cap_mean = self.size_stat[0][0] / self.flt_cap_limit_level if self.flt_cap_limit_level != 0 else 0 if self.str_cap_limit_prob_type == 'uniform': extra_cap = self.model.random.uniform(extra_cap_mean - 2, extra_cap_mean + 2) extra_cap = 0 if round(extra_cap) < 0 else round(extra_cap) @@ -256,6 +257,9 @@ class FirmAgent(Agent): prod_accept = 1.0 else: prod_accept = self.flt_diff_new_conn + # 安全处理，防止异常概率 + prod_accept = np.nan_to_num(prod_accept, nan=0.0) + prod_accept = max(0.0, min(1.0, prod_accept)) if self.model.nprandom.choice([True, False], p=[prod_accept, 1 - prod_accept]): self.firm_network.add_edge(self.unique_id, down_firm.unique_id, Product=product.unique_id) self.dct_prod_capacity[product] -= 1