基本完成代码，待测试调试

orm/blue_forecast.py

@@ -126,6 +126,7 @@ def print_blue_data(_history, _prv_five, _post_five, _prv_three, _post_three):
     _post_five_list = list(_post_five.items())
     _prv_three_list = list(_prv_three.items())
     _post_three_list = list(_post_three.items())
+    print('篮球数据表：')
     for i in range(16):
         print(f"{_history_list[i][0]}  [{_history_list[i][1]}]\t"
               f" {_prv_five_list[i][0]}  [{_prv_five_list[i][1]}]\t"
@@ -134,7 +135,7 @@ def print_blue_data(_history, _prv_five, _post_five, _prv_three, _post_three):
               f"{_post_three_list[i][0]}  [{_post_three_list[i][1]}]")
 
 
-if __name__ == "__main__":
+def forecast_blue():
     all_data = get_all_data()
     history_total = get_delta_blue(get_all_blue(all_data))
     prv_five = get_blue_forecast(get_all_data(), 'prv', 5)
@@ -144,3 +145,16 @@ if __name__ == "__main__":
     insert_blue_data(all_data, json.dumps(history_total), json.dumps(prv_five), json.dumps(post_five), 5)
     insert_blue_data(all_data, json.dumps(history_total), json.dumps(prv_three), json.dumps(post_three), 3)
     print_blue_data(history_total, prv_five, post_five, prv_three, post_three)
+
+
+if __name__ == "__main__":
+    # all_data = get_all_data()
+    # history_total = get_delta_blue(get_all_blue(all_data))
+    # prv_five = get_blue_forecast(get_all_data(), 'prv', 5)
+    # post_five = get_blue_forecast(get_all_data(), 'post', 5)
+    # prv_three = get_blue_forecast(get_all_data(), 'prv', 3)
+    # post_three = get_blue_forecast(get_all_data(), 'post', 3)
+    # insert_blue_data(all_data, json.dumps(history_total), json.dumps(prv_five), json.dumps(post_five), 5)
+    # insert_blue_data(all_data, json.dumps(history_total), json.dumps(prv_three), json.dumps(post_three), 3)
+    # print_blue_data(history_total, prv_five, post_five, prv_three, post_three)
+    pass

orm/db.py

@@ -140,6 +140,9 @@ def db_red_insert(_data):
 
 def db_red_update(_id, _date_id, _data):
     try:
+        print(_id)
+        print(_date_id)
+        print(_data)
         update_stmt = update(RedForecastAll).where(
             and_(RedForecastAll.dateId == _date_id, RedForecastAll.id == _id)).values(_data)
         update_result = db_session.execute(update_stmt).rowcount
@@ -161,6 +164,15 @@ def db_index_get_index_group(_type):
     return index_list
 
 
+def db_index_get_last_date_id(_type):
+    index_stmt = select(IndexGroup.dateId).where(IndexGroup.type == _type).order_by(desc(IndexGroup.id))
+    index_result = db_session.execute(index_stmt).scalars()
+    date_id_list = []
+    for row in index_result:
+        date_id_list.append(row.date_id)
+    return date_id_list
+
+
 def db_index_insert_index_group(_data):
     try:
         index_stmt = insert(IndexGroup).values(_data)
@@ -169,6 +181,7 @@ def db_index_insert_index_group(_data):
             db_session.commit()
         else:
             db_session.rollback()
+        return index_result
     except Exception as e:
         print(e)
 
@@ -227,6 +240,7 @@ def red_scalars(_scalars):
         _data['history_random'] = row.history_random
         _data['history_random_index'] = row.history_random_index
         _data['history_random_index_group'] = row.history_random_index_group
+        _data['last'] = row.last
         _data['last_random'] = row.last_random
         _data['last_random_index'] = row.last_random_index
         _data['last_random_index_group'] = row.last_random_index_group

orm/main.py

@@ -0,0 +1,8 @@
+from blue_forecast import forecast_blue
+from red_forecast import red_forecast
+from real_index import update_real_data
+
+if __name__ == "__main__":
+    update_real_data()
+    forecast_blue()
+    red_forecast()

orm/orm_db.py

@@ -80,6 +80,7 @@ class IndexGroup(Base):
 
     # 定义表结构
     id = Column(Integer, primary_key=True, comment='主键')
+    dateId = Column(String(20), nullable=False, comment='对应history中的dateId')
     type = Column(Enum('history', 'last'), default='history', nullable=False, comment='索引类型')
     index_group = Column(String(100), nullable=False, comment='用于手机索引组数据')
 

orm/real_index.py

@@ -1,15 +1,18 @@
 from db import *
+from blue_forecast import forecast_blue
+from red_forecast import red_forecast
 import json
 
 
 def general_red_index(_real_red, _forecast_data):
     index_list = []
-    for _red in _forecast_data.keys():
+    data_list = list(_forecast_data.keys())
+    for _red in data_list:
         if _red in _real_red:
-            index_list.append(_forecast_data.keys().index(_red) + 1)
+            index_list.append(data_list.index(_red) + 1)
     index_group = [0, 0, 0]
-    for index in index_group:
+    for index in index_list:
-        if index <= 11:
+        if 1 <= index <= 11:
             index_group[0] += 1
         elif 11 < index <= 22:
             index_group[1] += 1
@@ -24,6 +27,20 @@ def general_blue_index(_real_blue, _forecast_data):
     return list(_forecast_data.keys()).index(_real_blue) + 1
 
 
+def insert_index_group(_date_id, _type, _index_group):
+    if _date_id not in db_index_get_last_date_id(_type):
+        _data = {
+            'dateId': _date_id,
+            'type': _type,
+            'index_group': _index_group
+        }
+        result = db_index_insert_index_group(_data)
+        if result > 0:
+            print(f'插入index_group成功 {_index_group}')
+        else:
+            print('插入index_group失败')
+
+
 def update_real_data():
     new_history_date_id, old_history_date_id = db_history_get_last_open_id()
     blue_date_id = db_blue_get_last_one_open_id()
@@ -40,37 +57,33 @@ def update_real_data():
             history_index_list, history_index_group = general_red_index(real_red, json.loads(data['history']))
             last_index_list, last_index_group = general_red_index(real_red, json.loads(data['last']))
             update_data = {
-                'real_red': real_red,
+                'real_red': json.dumps(real_red),
-                'real_red_index_history': history_index_list,
+                'real_red_index_history': json.dumps(history_index_list),
-                'real_red_index_group_history': history_index_group,
+                'real_red_index_group_history': json.dumps(history_index_group),
-                'real_red_index_last': last_index_list,
+                'real_red_index_last': json.dumps(last_index_list),
-                'real_red_index_group_last': last_index_group
+                'real_red_index_group_last': json.dumps(last_index_group)
             }
             db_red_update(_id, red_date_id, update_data)
             # 插入 IndexGroup index_group
-            db_index_insert_index_group({'type': 'history', 'index_group': json.dumps(history_index_group)})
+            insert_index_group(
-            db_index_insert_index_group({'type': 'last', 'index_group': json.dumps(last_index_group)})
+                {'dateId': red_date_id, 'type': 'history', 'index_group': json.dumps(history_index_group)})
+            insert_index_group({'dateId': red_date_id, 'type': 'last', 'index_group': json.dumps(last_index_group)})
 
     if blue_date_id['five'] == old_history_date_id:
         # 插入 real_blue, prv_index, post_index, history_index
         real_blue = all_data[-1]['blue']
         forecast_blue_data = db_blue_get_data_by_date_id(blue_date_id['five'], 5)
         for data in forecast_blue_data:
-            print(data)
             _id = data['id']
             prv_index = general_blue_index(real_blue, json.loads(data['prv']))
             post_index = general_blue_index(real_blue, json.loads(data['post']))
             history_index = general_blue_index(real_blue, json.loads(data['history']))
-            print(prv_index)
-            print(post_index)
-            print(history_index)
             update_data = {
                 'real_blue': real_blue,
                 'prv_index': prv_index,
                 'post_index': post_index,
                 'history_index': history_index
             }
-            print(update_data)
             db_blue_update(blue_date_id['five'], update_data, _id, 5)
 
     if blue_date_id['three'] == old_history_date_id:
@@ -92,9 +105,11 @@ def update_real_data():
 
 # 插入预测数据
 def general_forecast_data():
-    pass
+    forecast_blue()
+    red_forecast()
 
 
 if __name__ == "__main__":
-    update_real_data()
+    # update_real_data()
-    general_forecast_data()
+    # general_forecast_data()
+    pass

orm/red_forecast.py

@@ -58,7 +58,10 @@ def get_last_red_delta(_last_red):
 
 def get_index_from_db(_index_type):
     index_list = db_index_get_index_group(_index_type)
-    return random.choice(index_list)
+    if len(index_list) > 0:
+        return random.choice(index_list)
+    else:
+        return get_random_index_group()
 
 
 def get_random_index_group():
@@ -72,10 +75,10 @@ def get_random_index_group():
 
 def get_random_index(_mode='history', _index_type='history'):
     # 产生随机数
-    if _mode == 'random':
+    if _mode == 'history':
-        random_high, random_middle, random_low = get_random_index_group()
-    else:
         random_high, random_middle, random_low = get_index_from_db(_index_type)
+    else:
+        random_high, random_middle, random_low = get_random_index_group()
     print('分布区间（高概率区，中概率区，低概率区）：', random_high, random_middle, random_low)
     red_index_group = [int(random_high), int(random_middle), int(random_low)]
     high_red_index_list = [(n[0] - 1) for n in new_num(1, 11, random_high)[0:random_high]]
@@ -86,7 +89,7 @@ def get_random_index(_mode='history', _index_type='history'):
     print(low_red_index_list)
     red_index_list = sorted(high_red_index_list + middle_red_index_list + low_red_index_list)
     red_index_list = [int(n) for n in red_index_list]
-    print(f"排序后结果")
+    print(f"排序后索引")
     print(red_index_list)
     return red_index_group, red_index_list
 
@@ -104,8 +107,6 @@ def get_forecast_red(_red_data, _index_type):
 
 
 def insert_red_data(_all_data, _history, _history_random, _last, _last_random):
-    print(_history_random)
-    print(_last_random)
     _insert_data = dict()
     _insert_data['dateId'] = _all_data[-1]['dateId']
     _insert_data['history'] = json.dumps(_history)
@@ -116,15 +117,17 @@ def insert_red_data(_all_data, _history, _history_random, _last, _last_random):
     _insert_data['last_random'] = json.dumps(_last_random['forecast'])
     _insert_data['last_random_index'] = json.dumps(_last_random['index'])
     _insert_data['last_random_index_group'] = json.dumps(_last_random['group'])
-    print(_insert_data)
     result = db_red_insert(_insert_data)
+    print('预测红球数据：')
+    print(_insert_data['history_random'])
+    print(_insert_data['last_random'])
     if result > 0:
         print(f"输入数据成功，插入{result}条数据")
     else:
         print("数据插入失败")
 
 
-if __name__ == "__main__":
+def red_forecast():
     all_data = get_all_data()
     history_red_delta = get_all_red_delta(all_data)
     # print(all_red_delta)
@@ -135,3 +138,16 @@ if __name__ == "__main__":
     forecast_red_last_data = get_forecast_red(last_red_delta, 'last')
     insert_red_data(all_data, history_red_delta, forecast_red_history_data, last_red_delta, forecast_red_last_data)
 
+
+if __name__ == "__main__":
+    # all_data = get_all_data()
+    # history_red_delta = get_all_red_delta(all_data)
+    # # print(all_red_delta)
+    # last_red_delta = get_last_red_delta(get_all_red_in_last(all_data))
+    # # print(last_red_delta)
+    # print_data([history_red_delta, last_red_delta])
+    # forecast_red_history_data = get_forecast_red(history_red_delta, 'history')
+    # forecast_red_last_data = get_forecast_red(last_red_delta, 'last')
+    # insert_red_data(all_data, history_red_delta, forecast_red_history_data, last_red_delta, forecast_red_last_data)
+    pass
+

orm/util.py

@@ -28,6 +28,7 @@ def get_analysis_data(_raw_dict):
 
 def print_data(_data_list):
     new_data_list = [list(d.items()) for d in _data_list]
+    print('红球数据表：')
     for i in range(len(new_data_list[0])):
         print_str = f""
         for data in new_data_list: