# prediction_history

prediction_id: 5176598f-f6fc-48d4-9df8-fb94ae6753ac
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:08:34.576554
metrics: {}
file_path: static/predictions\prediction_5176598f-f6fc-48d4-9df8-fb94ae6753ac.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-21", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-22", "predicted_sales": 7.482881546020508, "sales": 7.482881546020508}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.482885360717773, 7.482885360717773, 7.482881546020508], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 7.48, "max_sales": 7.48, "min_sales": 7.48, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [4.15, -3.35, -0.6, -1.12, -3.32, -3.55, -4.71]}}


prediction_id: 2d88a168-9658-491c-a524-2c465a4cb32c
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:08:55.728268
metrics: {}
file_path: static/predictions\prediction_2d88a168-9658-491c-a524-2c465a4cb32c.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-21", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-22", "predicted_sales": 7.482881546020508, "sales": 7.482881546020508}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.482885360717773, 7.482885360717773, 7.482881546020508], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 7.48, "max_sales": 7.48, "min_sales": 7.48, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [3.99, -3.45, 4.9, 3.38, 0.55, -4.65, -1.85]}}


prediction_id: a7f1b56f-516b-4127-8704-016ca218b4d1
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:11:58.743176
metrics: {}
file_path: static/predictions\prediction_a7f1b56f-516b-4127-8704-016ca218b4d1.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.135936260223389, "sales": 6.135936260223389}, {"date": "2025-07-21", "predicted_sales": 6.135932922363281, "sales": 6.135932922363281}, {"date": "2025-07-22", "predicted_sales": 6.135936260223389, "sales": 6.135936260223389}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.135936260223389, 6.135932922363281, 6.135936260223389], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 6.14, "max_sales": 6.14, "min_sales": 6.14, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a6.14\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.14\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.14\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [3.16, 4.69, -3.23, 3.45, 0.47, 4.42, 1.75]}}


prediction_id: bc8949d2-08bf-4162-9f94-e91eb2651697
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:30:14.082337
metrics: {}
file_path: static/predictions\prediction_bc8949d2-08bf-4162-9f94-e91eb2651697.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-21", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-22", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.263403415679932, 6.263403415679932, 6.263403415679932], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 6.26, "max_sales": 6.26, "min_sales": 6.26, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [-4.29, 1.3, -4.29, -4.66, -3.5, -4.38, -4.74]}}


prediction_id: baaf2603-26f4-4366-a6ed-abca87e9ab3d
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:31:11.421825
metrics: {}
file_path: static/predictions\prediction_baaf2603-26f4-4366-a6ed-abca87e9ab3d.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-21", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-22", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}]

chart_data:
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analysis:
{"avg_sales": 6.26, "max_sales": 6.26, "min_sales": 6.26, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [-1.98, -4.42, -2.16, 0.38, 0.11, 3.11, -2.67]}}


prediction_id: 2437cb85-a3ba-48b9-b844-dde74000cf56
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:31:22.127835
metrics: {}
file_path: static/predictions\prediction_2437cb85-a3ba-48b9-b844-dde74000cf56.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-21", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-22", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.263403415679932, 6.263403415679932, 6.263403415679932], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 6.26, "max_sales": 6.26, "min_sales": 6.26, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [-0.86, -3.25, 1.41, 0.92, -4.12, 1.48, 4.37]}}


prediction_id: 9f1cf587-ec6b-4409-8f94-750ab50d8850
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:42:46.214413
metrics: {}
file_path: static/predictions\prediction_9f1cf587-ec6b-4409-8f94-750ab50d8850.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-21", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-22", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}]

chart_data:
{"dates": ["2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.676919460296631, 5.676919460296631, 5.676919460296631], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 5.68, "max_sales": 5.68, "min_sales": 5.68, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-3.28, -1.24, -2.49, 0.26, 4.2, -4.71, -0.69]}}


prediction_id: 29e3ad4d-10a1-4384-8686-01e97a444858
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:43:33.811484
metrics: {}
file_path: static/predictions\prediction_29e3ad4d-10a1-4384-8686-01e97a444858.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-21", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-22", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}]

chart_data:
{"dates": ["2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.676919460296631, 5.676919460296631, 5.676919460296631], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 5.68, "max_sales": 5.68, "min_sales": 5.68, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-3.5, 0.28, 1.74, -3.31, 0.77, -1.79, 0.12]}}


prediction_id: 9e93f8fe-056f-4d76-8900-319375e79d5e
product_id: 17007726
product_name: 三九胃泰颗粒(三九胃泰)
model_type: transformer
model_id: 17007726_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T19:03:33.627003
metrics: {}
file_path: static/predictions\prediction_9e93f8fe-056f-4d76-8900-319375e79d5e.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 2.3264544010162354, "sales": 2.3264544010162354}, {"date": "2025-07-21", "predicted_sales": 2.326453685760498, "sales": 2.326453685760498}, {"date": "2025-07-22", "predicted_sales": 2.3264524936676025, "sales": 2.3264524936676025}]

chart_data:
{"dates": ["2025-07-20", "2025-07-21", "2025-07-22"], "sales": [2.3264544010162354, 2.326453685760498, 2.3264524936676025], "types": ["\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 2.33, "max_sales": 2.33, "min_sales": 2.33, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a2.33\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a2.33\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.33\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"]}


prediction_id: d1c1308e-0c8d-40eb-b065-3ee617949e54
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-07-10
created_at: 2025-07-15T19:22:38.516491
metrics: {}
file_path: static/predictions\prediction_d1c1308e-0c8d-40eb-b065-3ee617949e54.json
predictions_data:
[{"date": "2025-07-15", "predicted_sales": -1.1103090047836304, "sales": -1.1103090047836304}, {"date": "2025-07-16", "predicted_sales": -1.1103090047836304, "sales": -1.1103090047836304}, {"date": "2025-07-17", "predicted_sales": -1.1103090047836304, "sales": -1.1103090047836304}]

chart_data:
{"dates": ["2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-15", "2025-07-16", "2025-07-17"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.1103090047836304, -1.1103090047836304, -1.1103090047836304], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": -1.11, "max_sales": -1.11, "min_sales": -1.11, "trend": "\u5e73\u7a33", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-1.11\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-1.11\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-1.11\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09"], "changes": [3.74, -2.5, -1.19, -1.15, 2.16, -2.04, 3.2]}}


prediction_id: 9de8b38b-a557-4482-a604-7e3a64aa61fe
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-06-01
created_at: 2025-07-15T19:32:03.685358
metrics: {}
file_path: static/predictions\prediction_9de8b38b-a557-4482-a604-7e3a64aa61fe.json
predictions_data:
[{"date": "2025-06-06", "predicted_sales": -1.231367588043213, "sales": -1.231367588043213}, {"date": "2025-06-07", "predicted_sales": -1.2313652038574219, "sales": -1.2313652038574219}, {"date": "2025-06-08", "predicted_sales": -1.2313671112060547, "sales": -1.2313671112060547}]

chart_data:
{"dates": ["2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-06-06", "2025-06-07", "2025-06-08"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.231367588043213, -1.2313652038574219, -1.2313671112060547], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": -1.23, "max_sales": -1.23, "min_sales": -1.23, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-06-07", "sales": -1.23}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-1.23\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-1.23\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-1.23\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31"], "changes": [-1.88, 0.75, -4.16, -2.77, -4.41, 2.8, 2.86]}}


prediction_id: 0b89e69a-c79e-4a90-b1d3-e3a4976b6b88
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:32:35.366310
metrics: {}
file_path: static/predictions\prediction_0b89e69a-c79e-4a90-b1d3-e3a4976b6b88.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.5241503715515137, "sales": -0.5241503715515137}, {"date": "2025-07-07", "predicted_sales": -0.5241475105285645, "sales": -0.5241475105285645}, {"date": "2025-07-08", "predicted_sales": -0.5241484642028809, "sales": -0.5241484642028809}]

chart_data:
{"dates": ["2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-07-06", "2025-07-07", "2025-07-08"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5241503715515137, -0.5241475105285645, -0.5241484642028809], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": -0.52, "max_sales": -0.52, "min_sales": -0.52, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-07-07", "sales": -0.52}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [-4.12, 1.41, -4.88, 2.52, -1.36, -1.41, 4.21]}}


prediction_id: d20d6007-1d90-4c90-9e3c-1b01d369634f
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:33:03.931255
metrics: {}
file_path: static/predictions\prediction_d20d6007-1d90-4c90-9e3c-1b01d369634f.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.5241503715515137, "sales": -0.5241503715515137}, {"date": "2025-07-07", "predicted_sales": -0.5241475105285645, "sales": -0.5241475105285645}, {"date": "2025-07-08", "predicted_sales": -0.5241484642028809, "sales": -0.5241484642028809}]

chart_data:
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analysis:
{"avg_sales": -0.52, "max_sales": -0.52, "min_sales": -0.52, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-07-07", "sales": -0.52}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [-2.23, -2.64, 3.06, -0.72, 2.88, -2.63, -0.07]}}


prediction_id: 5299f2b1-40e3-4784-b056-091591874d4a
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T19:34:11.690597
metrics: {}
file_path: static/predictions\prediction_5299f2b1-40e3-4784-b056-091591874d4a.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-21", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-22", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-1.82, 0.44, -4.86, 0.51, 0.05, -4.47, -1.92]}}


prediction_id: 22fdd39c-1d1a-40b7-be10-10702edba5e7
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:34:42.549125
metrics: {}
file_path: static/predictions\prediction_22fdd39c-1d1a-40b7-be10-10702edba5e7.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-07", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-08", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [3.73, 0.01, 4.23, 2.06, 4.46, 2.56, -2.9]}}


prediction_id: c435400b-4ea4-4a19-ab87-eae1ebdce517
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_50
start_date: 2025-07-01
created_at: 2025-07-15T19:35:02.926577
metrics: {}
file_path: static/predictions\prediction_c435400b-4ea4-4a19-ab87-eae1ebdce517.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-07", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-08", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [-3.44, 1.3, 3.43, 0.34, 2.66, -0.73, 4.83]}}


prediction_id: 4dd95787-cde2-476b-ac54-de4f9f3fb35c
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_final_epoch_50
start_date: 2025-07-01
created_at: 2025-07-15T19:35:17.745658
metrics: {}
file_path: static/predictions\prediction_4dd95787-cde2-476b-ac54-de4f9f3fb35c.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-07", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-08", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [0.98, -2.8, -3.46, 0.83, -1.89, 1.11, -3.81]}}


prediction_id: 3374c8e3-2151-4089-a106-48ed3fb73f2d
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_final_epoch_50
start_date: 2025-07-15
created_at: 2025-07-15T19:35:33.659752
metrics: {}
file_path: static/predictions\prediction_3374c8e3-2151-4089-a106-48ed3fb73f2d.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-21", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-22", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.79, -1.1, -3.35, -1.5, 4.66, -3.12, 1.13]}}


prediction_id: 31583409-3bbe-4d0b-ba73-89d22bffae85
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T19:40:42.162402
metrics: {}
file_path: static/predictions\prediction_31583409-3bbe-4d0b-ba73-89d22bffae85.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-21", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-22", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-2.86, 2.46, -0.78, -0.34, -0.23, -1.62, 2.46]}}


prediction_id: 4d1f7370-97c7-4710-9dae-fa425b11a9be
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_30
start_date: 2025-07-15
created_at: 2025-07-15T19:40:55.302703
metrics: {}
file_path: static/predictions\prediction_4d1f7370-97c7-4710-9dae-fa425b11a9be.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.12224847078323364, "sales": -0.12224847078323364}, {"date": "2025-07-21", "predicted_sales": -0.12224812805652618, "sales": -0.12224812805652618}, {"date": "2025-07-22", "predicted_sales": -0.12224829941987991, "sales": -0.12224829941987991}]

chart_data:
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analysis:
{"avg_sales": -0.12, "max_sales": -0.12, "min_sales": -0.12, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-07-21", "sales": -0.12}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [1.49, 1.62, 2.18, -4.19, 0.8, 4.87, 2.43]}}


prediction_id: 337d4c7b-e5b8-4d8e-90a4-622a0f8fbd26
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_40
start_date: 2025-07-15
created_at: 2025-07-15T19:41:01.533188
metrics: {}
file_path: static/predictions\prediction_337d4c7b-e5b8-4d8e-90a4-622a0f8fbd26.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.11547533422708511, "sales": -0.11547533422708511}, {"date": "2025-07-21", "predicted_sales": -0.11547499150037766, "sales": -0.11547499150037766}, {"date": "2025-07-22", "predicted_sales": -0.11547499150037766, "sales": -0.11547499150037766}]

chart_data:
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analysis:
{"avg_sales": -0.12, "max_sales": -0.12, "min_sales": -0.12, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-0.91, -4.87, 3.01, -0.62, 0.71, -2.45, -0.25]}}


prediction_id: 3363c068-d1b6-46f7-86b7-9532c6bfd18f
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_50
start_date: 2025-07-15
created_at: 2025-07-15T19:41:06.945000
metrics: {}
file_path: static/predictions\prediction_3363c068-d1b6-46f7-86b7-9532c6bfd18f.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-21", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-22", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [1.37, -2.09, 4.33, 2.15, -4.97, 1.81, -0.66]}}


prediction_id: a1042f29-aca6-4521-8f16-32454f414302
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_final_epoch_50
start_date: 2025-07-15
created_at: 2025-07-15T19:41:14.165279
metrics: {}
file_path: static/predictions\prediction_a1042f29-aca6-4521-8f16-32454f414302.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-21", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-22", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.09, 0.95, 1.84, 2.82, 3.43, -0.49, -2.08]}}


prediction_id: 04ee1cd8-92da-4b1a-acb4-6fe5b9d46048
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_10
start_date: 2025-07-15
created_at: 2025-07-15T19:41:22.612644
metrics: {}
file_path: static/predictions\prediction_04ee1cd8-92da-4b1a-acb4-6fe5b9d46048.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.314116895198822, "sales": 0.314116895198822}, {"date": "2025-07-21", "predicted_sales": 0.3141167461872101, "sales": 0.3141167461872101}, {"date": "2025-07-22", "predicted_sales": 0.31411638855934143, "sales": 0.31411638855934143}]

chart_data:
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analysis:
{"avg_sales": 0.31, "max_sales": 0.31, "min_sales": 0.31, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.53, -0.41, -3.15, 3.02, -2.58, 3.46, 0.4]}}


prediction_id: 3d0c99ed-943d-4611-809c-ecbd5a5c8abf
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_10
start_date: 2025-07-01
created_at: 2025-07-15T19:41:42.514306
metrics: {}
file_path: static/predictions\prediction_3d0c99ed-943d-4611-809c-ecbd5a5c8abf.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": 0.314116895198822, "sales": 0.314116895198822}, {"date": "2025-07-07", "predicted_sales": 0.3141167461872101, "sales": 0.3141167461872101}, {"date": "2025-07-08", "predicted_sales": 0.31411638855934143, "sales": 0.31411638855934143}]

chart_data:
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analysis:
{"avg_sales": 0.31, "max_sales": 0.31, "min_sales": 0.31, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [-2.29, -2.51, -0.17, -3.87, -1.71, -2.73, -1.96]}}


prediction_id: e16f3671-8af3-4427-8c0a-eae703c4b66e
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:41:50.095622
metrics: {}
file_path: static/predictions\prediction_e16f3671-8af3-4427-8c0a-eae703c4b66e.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-07", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-08", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [3.28, 2.52, 4.77, -3.4, -2.54, 1.01, 0.34]}}


prediction_id: c3dec5c6-e922-4758-a4f5-c32e6f1983b0
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T20:01:46.690034
metrics: {}
file_path: static/predictions\prediction_c3dec5c6-e922-4758-a4f5-c32e6f1983b0.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.030443299561738968, "sales": 0.030443299561738968}, {"date": "2025-07-21", "predicted_sales": 0.030443042516708374, "sales": 0.030443042516708374}, {"date": "2025-07-22", "predicted_sales": 0.03044312819838524, "sales": 0.03044312819838524}]

chart_data:
{"dates": ["2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.030443299561738968, 0.030443042516708374, 0.03044312819838524], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 0.03, "max_sales": 0.03, "min_sales": 0.03, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.03\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.03\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.03\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.62, -4.07, -0.37, 3.42, -1.0, 3.62, 3.69]}}


