dct_prod_up_prod_stat + no need for dct_list_remove_firm_prod/dct_list_disrupt_firm_prod
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09ea2e9527
commit
dd8a786f6c
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@ -83,9 +83,9 @@ class ControllerDB:
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# list_dct = [{'133': ['1.4.4.1']}]
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# list_dct = [{'2': ['1.1.3']}]
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# list_dct = [{'135': ['1.3.2.1']}]
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# list_dct = [{'79': ['2.1.3.4']}]
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list_dct = [{'79': ['2.1.3.4']}]
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# list_dct = [{'99': ['1.3.3']}]
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list_dct = [{'41': ['1.4.5']}]
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# list_dct = [{'41': ['1.4.5']}]
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# fill g_bom
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BomNodes = pd.read_csv('BomNodes.csv', index_col=0)
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128
firm.py
128
firm.py
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@ -14,10 +14,20 @@ class FirmAgent(ap.Agent):
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self.a_lst_product = a_lst_product
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self.dct_prod_capacity = dict.fromkeys(self.a_lst_product)
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self.a_lst_up_product_removed = ap.AgentList(self.model, [])
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self.a_lst_product_disrupted = ap.AgentList(self.model, [])
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# self.a_lst_up_product_removed = ap.AgentList(self.model, [])
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# self.a_lst_product_disrupted = ap.AgentList(self.model, [])
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self.a_lst_product_removed = ap.AgentList(self.model, [])
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self.dct_prod_up_prod_stat = {}
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for prod in a_lst_product:
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self.dct_prod_up_prod_stat[prod] = {
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# Normal / Disrupted / Removed + time step
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'status': [('N', 0)],
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# have or have no supply
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'supply': dict.fromkeys(prod.a_predecessors(), True)
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}
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# print(self.dct_prod_up_prod_stat)
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self.dct_n_trial_up_prod_removed = {}
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self.dct_cand_alt_supply_up_prod_removed = {}
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self.dct_request_prod_from_firm = {}
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@ -52,30 +62,43 @@ class FirmAgent(ap.Agent):
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if self.model.nprandom.choice([True, False],
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p=[prod_remove,
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1 - prod_remove]):
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# print(self.name, remove_product.code, 'affect',
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# customer.name)
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if remove_product not in \
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customer.a_lst_up_product_removed:
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customer.a_lst_up_product_removed.append(
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remove_product)
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customer.dct_n_trial_up_prod_removed[
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remove_product] = 0
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# if remove_product not in \
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# customer.a_lst_up_product_removed:
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# customer.a_lst_up_product_removed.append(
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# remove_product)
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# customer.dct_n_trial_up_prod_removed[
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# remove_product] = 0
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def seek_alt_supply(self):
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for product in self.a_lst_up_product_removed:
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# print(f"{self.name} seek alt supply for {product.code}")
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if self.dct_n_trial_up_prod_removed[
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product] <= self.model.int_n_max_trial:
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if self.dct_n_trial_up_prod_removed[product] == 0:
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# select a list of candidate firm that has the product
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self.dct_cand_alt_supply_up_prod_removed[product] = \
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self.model.a_lst_total_firms.select([
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product in firm.a_lst_product
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and product not in firm.a_lst_product_removed
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for firm in self.model.a_lst_total_firms
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])
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if not self.dct_cand_alt_supply_up_prod_removed[product]:
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continue
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for prod in customer.dct_prod_up_prod_stat.keys():
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if remove_product in \
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customer.dct_prod_up_prod_stat[
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prod]['supply'].keys():
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customer.dct_prod_up_prod_stat[
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prod]['supply'][remove_product] = False
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customer.dct_prod_up_prod_stat[
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prod]['status'].append(('D', self.model.t))
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customer.dct_n_trial_up_prod_removed[
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remove_product] = 0
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print(self.name, remove_product.code, 'affect',
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customer.name, prod.code)
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# print(customer.dct_prod_up_prod_stat)
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def seek_alt_supply(self, product):
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# para product is the product that self is seeking
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# for product in self.a_lst_up_product_removed:
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print(f"{self.name} seek alt supply for {product.code}")
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if self.dct_n_trial_up_prod_removed[
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product] <= self.model.int_n_max_trial:
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if self.dct_n_trial_up_prod_removed[product] == 0:
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# select a list of candidate firm that has the product
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self.dct_cand_alt_supply_up_prod_removed[product] = \
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self.model.a_lst_total_firms.select([
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product in firm.a_lst_product
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and product not in firm.a_lst_product_removed
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for firm in self.model.a_lst_total_firms
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])
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if self.dct_cand_alt_supply_up_prod_removed[product]:
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# select based on connection
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lst_firm_connect = []
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if self.is_prf_conn:
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@ -99,8 +122,8 @@ class FirmAgent(ap.Agent):
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if self.is_prf_size:
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lst_size = \
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[size for size in
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self.dct_cand_alt_supply_up_prod_removed[
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product].revenue_log]
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self.dct_cand_alt_supply_up_prod_removed[
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product].revenue_log]
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lst_prob = [size / sum(lst_size)
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for size in lst_size]
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select_alt_supply = self.model.nprandom.choice(
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@ -123,10 +146,10 @@ class FirmAgent(ap.Agent):
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else:
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select_alt_supply = \
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self.model.nprandom.choice(lst_firm_connect)
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# print(
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# f"{self.name} selct alt supply for {product.code} "
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# f"from {select_alt_supply.name}"
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# )
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print(
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f"{self.name} selct alt supply for {product.code} "
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f"from {select_alt_supply.name}"
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)
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assert product in select_alt_supply.a_lst_product, \
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f"{select_alt_supply} \
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does not produce requested product {product}"
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@ -139,17 +162,17 @@ class FirmAgent(ap.Agent):
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select_alt_supply.dct_request_prod_from_firm[product] = [
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self
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]
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# print(
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# select_alt_supply.name, 'dct_request_prod_from_firm', {
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# key.code: [v.name for v in value]
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# for key, value in
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# select_alt_supply.dct_request_prod_from_firm.items()
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# })
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print(
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select_alt_supply.name, 'dct_request_prod_from_firm', {
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key.code: [v.name for v in value]
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for key, value in
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select_alt_supply.dct_request_prod_from_firm.items()
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})
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self.dct_n_trial_up_prod_removed[product] += 1
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def handle_request(self):
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# print(self.name, 'handle_request')
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print(self.name, 'handle_request')
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for product, lst_firm in self.dct_request_prod_from_firm.items():
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if self.dct_prod_capacity[product] > 0:
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if len(lst_firm) == 0:
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@ -210,6 +233,7 @@ class FirmAgent(ap.Agent):
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self.accept_request(select_customer, product)
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def accept_request(self, down_firm, product):
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# para product is the product that self is selling
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prod_accept = self.flt_diff_new_conn
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if self.model.nprandom.choice([True, False],
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p=[prod_accept, 1 - prod_accept]):
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@ -221,11 +245,23 @@ class FirmAgent(ap.Agent):
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])
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self.dct_prod_capacity[product] -= 1
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self.dct_request_prod_from_firm[product].remove(down_firm)
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down_firm.a_lst_up_product_removed.remove(product)
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# print(
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# f"{self.name} accept {product.code} request "
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# f"from {down_firm.name}"
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# )
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# down_firm.a_lst_up_product_removed.remove(product)
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for prod in down_firm.dct_prod_up_prod_stat.keys():
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if product in down_firm.dct_prod_up_prod_stat[
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prod]['supply'].keys():
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down_firm.dct_prod_up_prod_stat[
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prod]['supply'][product] = True
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down_firm.dct_prod_up_prod_stat[
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prod]['status'].append(('N', self.model.t))
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# print(down_firm.dct_prod_up_prod_stat)
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del down_firm.dct_n_trial_up_prod_removed[product]
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del down_firm.dct_cand_alt_supply_up_prod_removed[product]
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print(
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f"{self.name} accept {product.code} request "
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f"from {down_firm.name}"
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)
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else:
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down_firm.dct_cand_alt_supply_up_prod_removed[product].remove(self)
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@ -233,8 +269,10 @@ class FirmAgent(ap.Agent):
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self.dct_request_prod_from_firm = {}
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def clean_before_time_step(self):
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self.dct_n_trial_up_prod_removed = {}
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self.a_lst_up_product_removed = ap.AgentList(self.model, [])
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self.dct_n_trial_up_prod_removed = \
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dict.fromkeys(self.dct_n_trial_up_prod_removed.keys(), 0)
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self.dct_cand_alt_supply_up_prod_removed = {}
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# self.a_lst_up_product_removed = ap.AgentList(self.model, [])
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def get_firm_network_node(self):
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return self.firm_network.positions[self]
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210
model.py
210
model.py
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@ -235,11 +235,13 @@ class Model(ap.Model):
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code in lst_product for code in self.a_lst_total_products.code
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])
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self.dct_lst_remove_firm_prod = t_dct
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self.dct_lst_disrupt_firm_prod = t_dct
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# self.dct_lst_disrupt_firm_prod = t_dct
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# init output
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self.lst_dct_lst_remove_firm_prod = []
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self.lst_dct_lst_disrupt_firm_prod = []
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# # init output
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# self.lst_dct_lst_remove_firm_prod = []
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# self.lst_dct_lst_disrupt_firm_prod = []
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# self.dct_ts_dct_a_lst_remove = {}
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# set the initial firm product that are removed
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for firm, a_lst_product in self.dct_lst_remove_firm_prod.items():
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@ -247,6 +249,8 @@ class Model(ap.Model):
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assert product in firm.a_lst_product, \
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f"product {product.code} not in firm {firm.code}"
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firm.a_lst_product_removed.append(product)
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firm.dct_prod_up_prod_stat[
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product]['status'].append(('R', self.t))
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# proactive strategy
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# get all the firm prod affected
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@ -356,20 +360,34 @@ class Model(ap.Model):
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def update(self):
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self.a_lst_total_firms.clean_before_time_step()
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# output
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self.lst_dct_lst_remove_firm_prod.append(
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(self.t, self.dct_lst_remove_firm_prod))
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self.lst_dct_lst_disrupt_firm_prod.append(
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(self.t, self.dct_lst_disrupt_firm_prod))
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# # output
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# self.lst_dct_lst_remove_firm_prod.append(
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# (self.t, self.dct_lst_remove_firm_prod))
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# self.lst_dct_lst_disrupt_firm_prod.append(
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# (self.t, self.dct_lst_disrupt_firm_prod))
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# stop simulation if reached terminal number of iteration
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if self.t == self.int_n_iter or len(
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self.dct_lst_remove_firm_prod) == 0:
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self.int_stop_times = self.t
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self.stop()
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# # stop simulation if reached terminal number of iteration
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# if self.t == self.int_n_iter or len(
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# self.dct_lst_remove_firm_prod) == 0:
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# self.int_stop_times = self.t
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# self.stop()
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if self.t > 0:
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for firm in self.a_lst_total_firms:
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for prod in firm.dct_prod_up_prod_stat.keys():
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status, ts = firm.dct_prod_up_prod_stat[prod]['status'][-1]
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if status == 'R' and ts != 0:
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print("not stop because", firm.name, prod.code)
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break
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else:
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continue
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break
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else:
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self.int_stop_times = self.t
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self.stop()
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def step(self):
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# print('\n', '=' * 20, 'step', self.t, '=' * 20)
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print('\n', '=' * 20, 'step', self.t, '=' * 20)
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# print(
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# 'dct_list_remove_firm_prod', {
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# key.name: value.code
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@ -377,18 +395,33 @@ class Model(ap.Model):
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# })
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# remove_edge_to_cus_and_cus_up_prod
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for firm, a_lst_product in self.dct_lst_remove_firm_prod.items():
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for product in a_lst_product:
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firm.remove_edge_to_cus_remove_cus_up_prod(product)
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for firm in self.a_lst_total_firms:
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for prod in firm.dct_prod_up_prod_stat.keys():
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status, ts = firm.dct_prod_up_prod_stat[prod]['status'][-1]
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if status == 'R' and ts == self.t-1:
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firm.remove_edge_to_cus_remove_cus_up_prod(prod)
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for n_trial in range(self.int_n_max_trial):
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# print('=' * 10, 'trial', n_trial, '=' * 10)
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print('=' * 10, 'trial', n_trial, '=' * 10)
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# seek_alt_supply
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# shuffle self.a_lst_total_firms
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self.a_lst_total_firms = self.a_lst_total_firms.shuffle()
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for firm in self.a_lst_total_firms:
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if len(firm.a_lst_up_product_removed) > 0:
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firm.seek_alt_supply()
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# if len(firm.a_lst_up_product_removed) > 0:
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# firm.seek_alt_supply()
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lst_seek_prod = []
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for prod in firm.dct_prod_up_prod_stat.keys():
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status = firm.dct_prod_up_prod_stat[prod]['status'][-1][0]
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if status != 'N':
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for supply in firm.dct_prod_up_prod_stat[
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prod]['supply'].keys():
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if not firm.dct_prod_up_prod_stat[
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prod]['supply'][supply]:
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lst_seek_prod.append(supply)
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# commmon supply only seek once
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lst_seek_prod = list(set(lst_seek_prod))
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for supply in lst_seek_prod:
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firm.seek_alt_supply(supply)
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# handle_request
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# shuffle self.a_lst_total_firms
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@ -402,35 +435,43 @@ class Model(ap.Model):
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# do not use:
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# self.a_lst_total_firms.dct_request_prod_from_firm = {} why?
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# based on a_lst_up_product_removed
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# based on dct_prod_up_prod_stat
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# update a_lst_product_disrupted / a_lst_product_removed
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# update dct_lst_disrupt_firm_prod / dct_lst_remove_firm_prod
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self.dct_lst_remove_firm_prod = {}
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self.dct_lst_disrupt_firm_prod = {}
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# self.dct_lst_remove_firm_prod = {}
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# self.dct_lst_disrupt_firm_prod = {}
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for firm in self.a_lst_total_firms:
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if len(firm.a_lst_up_product_removed) > 0:
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# print(firm.name, 'a_lst_up_product_removed', [
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# product.code for product in firm.a_lst_up_product_removed
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# ])
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for product in firm.a_lst_product:
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n_up_product_removed = 0
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for up_product_removed in firm.a_lst_up_product_removed:
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if product in up_product_removed.a_successors():
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n_up_product_removed += 1
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# if len(firm.a_lst_up_product_removed) > 0:
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# print(firm.name, 'a_lst_up_product_removed', [
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# product.code for product in firm.a_lst_up_product_removed
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# ])
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for product in firm.dct_prod_up_prod_stat.keys():
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status = firm.dct_prod_up_prod_stat[product]['status'][-1][0]
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if status == 'D':
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print(firm.name, 'disrupted product: ', product.code)
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n_up_product_removed = \
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sum([not stat for stat in
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firm.dct_prod_up_prod_stat[
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product]['supply'].values()])
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# for product in firm.a_lst_product:
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# n_up_product_removed = 0
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# for up_product_removed in firm.a_lst_up_product_removed:
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# if product in up_product_removed.a_successors():
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# n_up_product_removed += 1
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if n_up_product_removed == 0:
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continue
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else:
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# update a_lst_product_disrupted
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# update dct_lst_disrupt_firm_prod
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if product not in firm.a_lst_product_disrupted:
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firm.a_lst_product_disrupted.append(product)
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if firm in self.dct_lst_disrupt_firm_prod.keys():
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self.dct_lst_disrupt_firm_prod[firm].append(
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product)
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else:
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self.dct_lst_disrupt_firm_prod[
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firm] = ap.AgentList(
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self.model, [product])
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# # update a_lst_product_disrupted
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# # update dct_lst_disrupt_firm_prod
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# if product not in firm.a_lst_product_disrupted:
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# firm.a_lst_product_disrupted.append(product)
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# if firm in self.dct_lst_disrupt_firm_prod.keys():
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# self.dct_lst_disrupt_firm_prod[firm].append(
|
||||
# product)
|
||||
# else:
|
||||
# self.dct_lst_disrupt_firm_prod[
|
||||
# firm] = ap.AgentList(
|
||||
# self.model, [product])
|
||||
# update a_lst_product_removed
|
||||
# update dct_list_remove_firm_prod
|
||||
# mark disrupted firm as removed based conditionally
|
||||
|
|
@ -457,13 +498,20 @@ class Model(ap.Model):
|
|||
p=[prob_remove,
|
||||
1 - prob_remove]):
|
||||
firm.a_lst_product_removed.append(product)
|
||||
if firm in self.dct_lst_remove_firm_prod.keys():
|
||||
self.dct_lst_remove_firm_prod[firm].append(
|
||||
product)
|
||||
else:
|
||||
self.dct_lst_remove_firm_prod[
|
||||
firm] = ap.AgentList(
|
||||
self.model, [product])
|
||||
# if firm in self.dct_lst_remove_firm_prod.keys():
|
||||
# self.dct_lst_remove_firm_prod[firm].append(
|
||||
# product)
|
||||
# else:
|
||||
# self.dct_lst_remove_firm_prod[
|
||||
# firm] = ap.AgentList(
|
||||
# self.model, [product])
|
||||
|
||||
firm.dct_prod_up_prod_stat[
|
||||
product]['status'].append(('R', self.t))
|
||||
print(firm.name, 'removed product: ', product.code)
|
||||
else:
|
||||
firm.dct_prod_up_prod_stat[
|
||||
product]['status'].append(('N', self.t))
|
||||
|
||||
# print(
|
||||
# 'dct_list_remove_firm_prod', {
|
||||
|
|
@ -472,7 +520,7 @@ class Model(ap.Model):
|
|||
# })
|
||||
|
||||
def end(self):
|
||||
# print('/' * 20, 'output', '/' * 20)
|
||||
print('/' * 20, 'output', '/' * 20)
|
||||
# print('dct_list_remove_firm_prod')
|
||||
# for t, dct in self.lst_dct_lst_remove_firm_prod:
|
||||
# for firm, a_lst_product in dct.items():
|
||||
|
|
@ -484,35 +532,35 @@ class Model(ap.Model):
|
|||
# for product in a_lst_product:
|
||||
# print(t, firm.name, product.code)
|
||||
|
||||
qry_result = db_session.query(Result).filter_by(s_id=self.sample.id)
|
||||
if qry_result.count() == 0:
|
||||
lst_result_info = []
|
||||
for t, dct in self.lst_dct_lst_disrupt_firm_prod:
|
||||
for firm, a_lst_product in dct.items():
|
||||
for product in a_lst_product:
|
||||
db_r = Result(s_id=self.sample.id,
|
||||
id_firm=firm.code,
|
||||
id_product=product.code,
|
||||
ts=t,
|
||||
is_disrupted=True)
|
||||
lst_result_info.append(db_r)
|
||||
db_session.bulk_save_objects(lst_result_info)
|
||||
db_session.commit()
|
||||
for t, dct in self.lst_dct_lst_remove_firm_prod:
|
||||
for firm, a_lst_product in dct.items():
|
||||
for product in a_lst_product:
|
||||
# only firm disrupted can be removed theoretically
|
||||
qry_f_p = db_session.query(Result).filter(
|
||||
Result.s_id == self.sample.id,
|
||||
Result.id_firm == firm.code,
|
||||
Result.id_product == product.code)
|
||||
if qry_f_p.count() == 1:
|
||||
qry_f_p.update({"is_removed": True})
|
||||
db_session.commit()
|
||||
self.sample.is_done_flag = 1
|
||||
self.sample.computer_name = platform.node()
|
||||
self.sample.stop_t = self.int_stop_times
|
||||
db_session.commit()
|
||||
# qry_result = db_session.query(Result).filter_by(s_id=self.sample.id)
|
||||
# if qry_result.count() == 0:
|
||||
# lst_result_info = []
|
||||
# for t, dct in self.lst_dct_lst_disrupt_firm_prod:
|
||||
# for firm, a_lst_product in dct.items():
|
||||
# for product in a_lst_product:
|
||||
# db_r = Result(s_id=self.sample.id,
|
||||
# id_firm=firm.code,
|
||||
# id_product=product.code,
|
||||
# ts=t,
|
||||
# is_disrupted=True)
|
||||
# lst_result_info.append(db_r)
|
||||
# db_session.bulk_save_objects(lst_result_info)
|
||||
# db_session.commit()
|
||||
# for t, dct in self.lst_dct_lst_remove_firm_prod:
|
||||
# for firm, a_lst_product in dct.items():
|
||||
# for product in a_lst_product:
|
||||
# # only firm disrupted can be removed theoretically
|
||||
# qry_f_p = db_session.query(Result).filter(
|
||||
# Result.s_id == self.sample.id,
|
||||
# Result.id_firm == firm.code,
|
||||
# Result.id_product == product.code)
|
||||
# if qry_f_p.count() == 1:
|
||||
# qry_f_p.update({"is_removed": True})
|
||||
# db_session.commit()
|
||||
# self.sample.is_done_flag = 1
|
||||
# self.sample.computer_name = platform.node()
|
||||
# self.sample.stop_t = self.int_stop_times
|
||||
# db_session.commit()
|
||||
|
||||
def draw_network(self):
|
||||
import matplotlib.pyplot as plt
|
||||
|
|
|
|||
32
test.ipynb
32
test.ipynb
|
|
@ -266,6 +266,38 @@
|
|||
" )\n",
|
||||
"lst_choose_firm"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"0 0\n",
|
||||
"0 1\n",
|
||||
"0 2\n",
|
||||
"1 0\n",
|
||||
"1 1\n",
|
||||
"break\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"\n",
|
||||
"for j in range(3):\n",
|
||||
" for k in range(3):\n",
|
||||
" print(j, k)\n",
|
||||
" if j == k == 1:\n",
|
||||
" print('break')\n",
|
||||
" break\n",
|
||||
" else:\n",
|
||||
" continue\n",
|
||||
" break\n",
|
||||
"\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
|
|
|
|||
|
|
@ -1,2 +1,2 @@
|
|||
n_max_trial,prf_size,prf_conn,cap_limit_prob_type,cap_limit_level,diff_new_conn,crit_supplier,diff_remove,proactive_ratio,netw_prf_n
|
||||
10,TRUE,TRUE,uniform,10,0.5,1,1,0,2
|
||||
10,TRUE,TRUE,uniform,10,0.1,1,0.01,0,2
|
||||
|
|
|
|||
|
Loading…
Reference in New Issue