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															@@ -1346,6 +1346,18 @@ def get_pitcher_trend(pitcher, start=None, end=None, page=None, page_size=None, 
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															     sql = f"""select dt,pitcher, 
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															     sql = f"""select dt,pitcher, 
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															             reg_num,create_user_num, 
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															             reg_num,create_user_num, 
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															+            first_order_user, -- 新增付费人数 
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															+            round(cost/first_order_user,2) first_order_cost, -- 新增付费成本 
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															+            round(cost/reg_num,2) create_user_per_cost, -- 新注册用户平均付费 
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															+            round(first_order_amount/first_order_user,2)  ARPU, -- 新增付费ARPU 
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															+            round(first_order_user/reg_num,4) first_order_rate, -- 新增付费率 
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															+            round(reg_amount/reg_order_user,2) order_ARPU,  -- 付费ARPU 
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															+            hundred_user_num, -- 单日付费100+用户数 
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															+            round(cost/hundred_user_num,2) hundred_user_num_cost , --  单日付费100+用户付费成本 
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															+            reg_order_user , -- 至今付费人数 
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															+            reg_order_count, -- 至今付费次数 
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															+            round(cost/create_user_num,2) create_user_num_cost,  -- 新增创角单价 
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															+            round(cost/reg_order_user) reg_order_user_cost , -- 至今付费单价 
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															             cost, 
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															             cost, 
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															             reg_amount, 
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															             reg_amount, 
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															             d1 first_amount, 
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															             d1 first_amount, 
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															@@ -1358,36 +1370,36 @@ def get_pitcher_trend(pitcher, start=None, end=None, page=None, page_size=None, 
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															             reg_amount-cost profit, 
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															             reg_amount-cost profit, 
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															             inva_cost expect_profit, 
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															             inva_cost expect_profit, 
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															             annual_expect_profit, 
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															             annual_expect_profit, 
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															-            CONCAT(d1,",",0,',',round(d1/cost,4)) d1, 
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															-            CONCAT(d2-d1,",",round((d2-d1)/cost,4),',',round(d2/cost,4)) d2, 
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															-            CONCAT(d3-d2,",",round((d3-d2)/cost,4),',',round(d3/cost,4)) d3, 
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															-            CONCAT(d4-d3,",",round((d4-d3)/cost,4),',',round(d4/cost,4)) d4, 
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															-            CONCAT(d5-d4,",",round((d5-d4)/cost,4),',',round(d5/cost,4)) d5, 
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															-            CONCAT(d6-d5,",",round((d6-d5)/cost,4),',',round(d6/cost,4)) d6, 
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															-            CONCAT(d7-d6,",",round((d7-d6)/cost,4),',',round(d7/cost,4)) d7, 
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															-            CONCAT(d8-d7,",",round((d8-d7)/cost,4),',',round(d8/cost,4)) d8, 
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															-            CONCAT(d9-d8,",",round((d9-d8)/cost,4),',',round(d9/cost,4)) d9, 
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															-            CONCAT(d10-d9,",",round((d10-d9)/cost,4),',',round(d10/cost,4)) d10, 
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															-            CONCAT(d11-d10,",",round((d11-d10)/cost,4),',',round(d11/cost,4)) d11, 
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															-            CONCAT(d12-d11,",",round((d12-d11)/cost,4),',',round(d12/cost,4)) d12, 
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															-            CONCAT(d13-d12,",",round((d13-d12)/cost,4),',',round(d13/cost,4)) d13, 
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															-            CONCAT(d14-d13,",",round((d14-d13)/cost,4),',',round(d14/cost,4)) d14, 
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															-            CONCAT(d15-d14,",",round((d15-d14)/cost,4),',',round(d15/cost,4)) d15, 
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															-            CONCAT(d16-d15,",",round((d16-d15)/cost,4),',',round(d16/cost,4)) d16, 
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															-            CONCAT(d17-d16,",",round((d17-d16)/cost,4),',',round(d17/cost,4)) d17, 
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															-            CONCAT(d18-d17,",",round((d18-d17)/cost,4),',',round(d18/cost,4)) d18, 
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															-            CONCAT(d19-d18,",",round((d19-d18)/cost,4),',',round(d19/cost,4)) d19, 
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															-            CONCAT(d20-d19,",",round((d20-d19)/cost,4),',',round(d20/cost,4)) d20, 
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															-            CONCAT(d21-d20,",",round((d21-d20)/cost,4),',',round(d21/cost,4)) d21, 
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															-            CONCAT(d22-d21,",",round((d22-d21)/cost,4),',',round(d22/cost,4)) d22, 
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															-            CONCAT(d23-d22,",",round((d23-d22)/cost,4),',',round(d23/cost,4)) d23, 
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															-            CONCAT(d24-d23,",",round((d24-d23)/cost,4),',',round(d24/cost,4)) d24, 
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															-            CONCAT(d25-d24,",",round((d25-d24)/cost,4),',',round(d25/cost,4)) d25, 
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															-            CONCAT(d26-d25,",",round((d26-d25)/cost,4),',',round(d26/cost,4)) d26, 
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															-            CONCAT(d27-d26,",",round((d27-d26)/cost,4),',',round(d27/cost,4)) d27, 
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															-            CONCAT(d28-d27,",",round((d28-d27)/cost,4),',',round(d28/cost,4)) d28, 
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															-            CONCAT(d29-d28,",",round((d29-d28)/cost,4),',',round(d29/cost,4)) d29, 
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															-            CONCAT(d30-d29,",",round((d30-d29)/cost,4),',',round(d30/cost,4)) d30, 
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															+            CONCAT(d1,",",0,',',round(d1/cost,4),',',1) d1, 
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															+            CONCAT(d2-d1,",",round((d2-d1)/cost,4),',',round(d2/cost,4),',',d2/d1) d2, 
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															+            CONCAT(d3-d2,",",round((d3-d2)/cost,4),',',round(d3/cost,4),',',d3/d1) d3, 
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															+            CONCAT(d4-d3,",",round((d4-d3)/cost,4),',',round(d4/cost,4),',',d4/d1) d4, 
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															+            CONCAT(d5-d4,",",round((d5-d4)/cost,4),',',round(d5/cost,4),',',d5/d1) d5, 
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															+            CONCAT(d6-d5,",",round((d6-d5)/cost,4),',',round(d6/cost,4),',',d6/d1) d6, 
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															+            CONCAT(d7-d6,",",round((d7-d6)/cost,4),',',round(d7/cost,4),',',d7/d1) d7, 
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															+            CONCAT(d8-d7,",",round((d8-d7)/cost,4),',',round(d8/cost,4),',',d8/d1) d8, 
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															+            CONCAT(d9-d8,",",round((d9-d8)/cost,4),',',round(d9/cost,4),',',d9/d1) d9, 
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															+            CONCAT(d10-d9,",",round((d10-d9)/cost,4),',',round(d10/cost,4),',',d10/d1) d10, 
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															+            CONCAT(d11-d10,",",round((d11-d10)/cost,4),',',round(d11/cost,4),',',d11/d1) d11, 
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															+            CONCAT(d12-d11,",",round((d12-d11)/cost,4),',',round(d12/cost,4),',',d12/d1) d12, 
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															+            CONCAT(d13-d12,",",round((d13-d12)/cost,4),',',round(d13/cost,4),',',d13/d1) d13, 
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															+            CONCAT(d14-d13,",",round((d14-d13)/cost,4),',',round(d14/cost,4),',',d14/d1) d14, 
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															+            CONCAT(d15-d14,",",round((d15-d14)/cost,4),',',round(d15/cost,4),',',d15/d1) d15, 
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															+            CONCAT(d16-d15,",",round((d16-d15)/cost,4),',',round(d16/cost,4),',',d16/d1) d16, 
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															+            CONCAT(d17-d16,",",round((d17-d16)/cost,4),',',round(d17/cost,4),',',d17/d1) d17, 
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															+            CONCAT(d18-d17,",",round((d18-d17)/cost,4),',',round(d18/cost,4),',',d18/d1) d18, 
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															+            CONCAT(d19-d18,",",round((d19-d18)/cost,4),',',round(d19/cost,4),',',d19/d1) d19, 
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															+            CONCAT(d20-d19,",",round((d20-d19)/cost,4),',',round(d20/cost,4),',',d20/d1) d20, 
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															+            CONCAT(d21-d20,",",round((d21-d20)/cost,4),',',round(d21/cost,4),',',d21/d1) d21, 
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															+            CONCAT(d22-d21,",",round((d22-d21)/cost,4),',',round(d22/cost,4),',',d22/d1) d22, 
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															+            CONCAT(d23-d22,",",round((d23-d22)/cost,4),',',round(d23/cost,4),',',d23/d1) d23, 
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															+            CONCAT(d24-d23,",",round((d24-d23)/cost,4),',',round(d24/cost,4),',',d24/d1) d24, 
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															+            CONCAT(d25-d24,",",round((d25-d24)/cost,4),',',round(d25/cost,4),',',d25/d1) d25, 
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															+            CONCAT(d26-d25,",",round((d26-d25)/cost,4),',',round(d26/cost,4),',',d26/d1) d26, 
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															+            CONCAT(d27-d26,",",round((d27-d26)/cost,4),',',round(d27/cost,4),',',d27/d1) d27, 
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															+            CONCAT(d28-d27,",",round((d28-d27)/cost,4),',',round(d28/cost,4),',',d28/d1) d28, 
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															+            CONCAT(d29-d28,",",round((d29-d28)/cost,4),',',round(d29/cost,4),',',d29/d1) d29, 
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															+            CONCAT(d30-d29,",",round((d30-d29)/cost,4),',',round(d30/cost,4),',',d30/d1) d30, 
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															             d1 as da1,d2 as da2,d3 as da3,d4 as da4,d5 as da5,d6 as da6,d7 as da7,d8 as da8,d9 as da9,d10 as da10, 
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															             d1 as da1,d2 as da2,d3 as da3,d4 as da4,d5 as da5,d6 as da6,d7 as da7,d8 as da8,d9 as da9,d10 as da10, 
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															             d11 as da11,d12 as da12,d13 as da13,d14 as da14,d15 as da15,d16 as da16,d17 as da17,d18 as da18,d19 as da19, 
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															             d11 as da11,d12 as da12,d13 as da13,d14 as da14,d15 as da15,d16 as da16,d17 as da17,d18 as da18,d19 as da19, 
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															             d20 as da20,d21 as da21,d22 as da22,d23 as da23,d24 as da24,d25 as da25,d26 as da26,d27 as da27,d28 as da28, 
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															             d20 as da20,d21 as da21,d22 as da22,d23 as da23,d24 as da24,d25 as da25,d26 as da26,d27 as da27,d28 as da28, 
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															@@ -1400,6 +1412,18 @@ def get_pitcher_trend(pitcher, start=None, end=None, page=None, page_size=None, 
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															     sum(reg_num) reg_num, 
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															     sum(reg_num) reg_num, 
														 | 
													
												
											
												
													
														| 
														 | 
														
															     sum(create_user_num) create_user_num, 
														 | 
														
														 | 
														
															     sum(create_user_num) create_user_num, 
														 | 
													
												
											
												
													
														| 
														 | 
														
															     sum(reg_amount) reg_amount, 
														 | 
														
														 | 
														
															     sum(reg_amount) reg_amount, 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(first_order_user) first_order_user, -- 新增付费人数 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(first_order_cost) first_order_cost, -- 新增付费成本 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(create_user_per_cost) create_user_per_cost, -- 新注册用户平均付费 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(ARPU) ARPU, -- 新增付费ARPU 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(round(first_order_rate,4)) first_order_rate, -- 新增付费率 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(order_ARPU) order_ARPU,  -- 付费ARPU 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(hundred_user_num) hundred_user_num, -- 单日付费100+用户数 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(hundred_user_num_cost) hundred_user_num_cost, --  单日付费100+用户付费成本 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(reg_order_user) reg_order_user, -- 至今付费人数 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(reg_order_count) reg_order_count, -- 至今付费次数 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(create_user_num_cost) create_user_num_cost,  -- 新增创角单价 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+    sum(reg_order_user_cost) reg_order_user_cost, -- 至今付费单价 
														 | 
													
												
											
												
													
														| 
														 | 
														
															     round(sum(first_amount)/sum(cost),4) first_roi, 
														 | 
														
														 | 
														
															     round(sum(first_amount)/sum(cost),4) first_roi, 
														 | 
													
												
											
												
													
														| 
														 | 
														
															     round(sum(reg_amount)/sum(cost),4) roi, 
														 | 
														
														 | 
														
															     round(sum(reg_amount)/sum(cost),4) roi, 
														 | 
													
												
											
												
													
														| 
														 | 
														
															     sum(profit) profit, 
														 | 
														
														 | 
														
															     sum(profit) profit, 
														 | 
													
												
											
										
											
												
													
														 | 
														
															@@ -1454,10 +1478,11 @@ def get_pitcher_trend(pitcher, start=None, end=None, page=None, page_size=None, 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         li[0] = round(float(li[0]), 2) 
														 | 
														
														 | 
														
															         li[0] = round(float(li[0]), 2) 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         li[1] = round(float(li[1]), 4) 
														 | 
														
														 | 
														
															         li[1] = round(float(li[1]), 4) 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         li[2] = round(float(li[2]), 4) 
														 | 
														
														 | 
														
															         li[2] = round(float(li[2]), 4) 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+        li[3] = round(float(li[3]), 2) 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         if is_total: 
														 | 
														
														 | 
														
															         if is_total: 
														 | 
													
												
											
												
													
														| 
														 | 
														
															-            return dict(zip(['amount', 'roi', 'add'], li)) 
														 | 
														
														 | 
														
															 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+            return dict(zip(['amount', 'roi', 'add', 'mult'], li)) 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         else: 
														 | 
														
														 | 
														
															         else: 
														 | 
													
												
											
												
													
														| 
														 | 
														
															-            return dict(zip(['amount', 'add', 'roi'], li)) 
														 | 
														
														 | 
														
															 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+            return dict(zip(['amount', 'add', 'roi', 'mult'], li)) 
														 | 
													
												
											
												
													
														| 
														 | 
														
															  
														 | 
														
														 | 
														
															  
														 | 
													
												
											
												
													
														| 
														 | 
														
															     for k, v in total_data.items(): 
														 | 
														
														 | 
														
															     for k, v in total_data.items(): 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         if k in ['d1', 'd2', 'd3', 'd4', 'd5', 'd6', 'd7', 'd8', 'd9', 'd10', 
														 | 
														
														 | 
														
															         if k in ['d1', 'd2', 'd3', 'd4', 'd5', 'd6', 'd7', 'd8', 'd9', 'd10', 
														 |