From 9c2153b05b7c9e3eb22b27b2745142787ade5e41 Mon Sep 17 00:00:00 2001 From: liwq <122639653@qq.com> Date: Thu, 22 Jan 2026 18:02:21 +0800 Subject: [PATCH] =?UTF-8?q?=E6=B7=BB=E5=8A=A0python=E8=84=9A=E6=9C=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- PyModel/batch_predict_betting_v7.py | 164 + .../aggregated_stats_v7.json | 143 + PyModel/full_history_time_performance.json | 2761 +++++++++++++++++ PyModel/predict_model_v6.py | 84 + bocai.db | Bin 0 -> 36864 bytes 5 files changed, 3152 insertions(+) create mode 100644 PyModel/batch_predict_betting_v7.py create mode 100644 PyModel/data_test_predict/aggregated_stats_v7.json create mode 100644 PyModel/full_history_time_performance.json create mode 100644 PyModel/predict_model_v6.py create mode 100644 bocai.db diff --git a/PyModel/batch_predict_betting_v7.py b/PyModel/batch_predict_betting_v7.py new file mode 100644 index 0000000..238a251 --- /dev/null +++ b/PyModel/batch_predict_betting_v7.py @@ -0,0 +1,164 @@ +import json +import os +import sys +from datetime import datetime, timedelta + +current_dir = os.path.dirname(os.path.abspath(__file__)) +# 如果当前目录不在sys.path中，就添加进去（避免重复添加） +if current_dir not in sys.path: + sys.path.append(current_dir) + +from predict_model_v6 import LotteryPredictorV6 + + +SUM12_ODDS = { + 3: 41.9, 4: 41.9, 18: 41.9, 19: 41.9, + 5: 20.38, 6: 20.38, 16: 20.38, 17: 20.38, + 7: 13.51, 8: 13.51, 14: 13.51, 15: 13.51, + 9: 9.7, 10: 9.7, 12: 9.7, 13: 9.7, + 11: 8.1 +} +# 玩法1.1 赔率映射 +SIZE_ODDS = {"冠亚大": 2.1, "冠亚小": 1.7} +ODD_EVEN_ODDS = {"冠亚单": 1.7, "冠亚双": 2.1} +NUM_DETAIL_ODDS = 1.9199 * 20 +# NUM_DETAIL_ODDS = {"大": 1.9199, "小": 1.9199, "单": 1.9199, "双": 1.9199} +# 玩法2.1/2.2/3 固定赔率 +RANK_GLH_ODDS = 1.9199 * 10 # 玩法2.2 +NUM_POS_ODDS = 9.599 * 10 # 玩法3 + +# 总赔率 +TOTAL_ODDS = 0 +SUM12_ODDS_TOTAL = sum(SUM12_ODDS.values()) +SIZE_ODDS_TOTAL = sum(SIZE_ODDS.values()) +ODD_EVEN_ODDS_TOTAL = sum(ODD_EVEN_ODDS.values()) + +TOTAL_ODDS += SUM12_ODDS_TOTAL + SIZE_ODDS_TOTAL + ODD_EVEN_ODDS_TOTAL +TOTAL_ODDS += round(NUM_DETAIL_ODDS + RANK_GLH_ODDS + NUM_POS_ODDS, 4) +# TOTAL_ODDS += round(NUM_DETAIL_ODDS * 20 + RANK_GLH_ODDS * 10 + NUM_POS_ODDS * 10, 4) + +EMPTY_TIME_WINDOWS = [ + "06:05:00", "06:10:00", "06:15:00", "06:20:00", "06:25:00", "06:30:00", "06:35:00", "06:40:00", "06:45:00", + "06:50:00", "06:55:00", "07:00:00", +] +print(f"总赔率: {TOTAL_ODDS}") + +# 生成预测数据 +def generate_time_series(start_str, end_str): + start = datetime.strptime(start_str, '%Y-%m-%d %H:%M:%S') + end = datetime.strptime(end_str, '%Y-%m-%d %H:%M:%S') + current = start + series = [] + while current <= end: + series.append(current) + current += timedelta(minutes=5) + return series + +def main(): + predictor = LotteryPredictorV6('data_test_predict/aggregated_stats_v7.json') + with open("full_history_time_performance.json", "r", encoding="utf-8") as f: + time_windows = json.load(f) + + # start_time = "2025-01-01 07:05:00" + # end_time = "2026-01-19 06:00:00" + start_time = "2026-01-20 07:05:00" + end_time = "2026-01-21 06:00:00" + time_series = generate_time_series(start_time, end_time) + + total_budget = 20.0 + results = [] + + for dt in time_series: + date_str = dt.strftime('%Y-%m-%d') + time_str = dt.strftime('%H:%M:%S') + raw = predictor.predict(date_str, time_str) + + # 收集所有潜在押注项及其原始概率 + candidates = [] # (type, pos/key, sub_key, prob) + + # 1. Result (数字位置) - 每个位置选 Top 3, 门槛 0.11 + for i in range(10): + # if time_str not in EMPTY_TIME_WINDOWS and time_windows["accuracy"][time_str] < 0.6248: + # break + pos_key = f'pos_{i}' + probs = raw['digital_pos'][pos_key] + sorted_p = sorted(probs.items(), key=lambda x: x[1], reverse=True) + for val, p in sorted_p[:5]: + if p >= 0.1055: + # if p >= 0.1055: + candidates.append(('result', i, val, p)) + + # 2. Result Detail (单双大小) - 互斥, 门槛 0.53 + for i in range(10): + pos_key = f'pos_{i}' + for cat in ['big_small', 'odd_even']: + probs = raw['pos_detail'][pos_key][cat] + sorted_p = sorted(probs.items(), key=lambda x: x[1], reverse=True) + best_opt, best_p = sorted_p[0] + if best_p >= 0.53068: + candidates.append(('result_detail', i, best_opt, best_p)) + + # 3. Winner - 门槛 0.08 + for val, p in raw['winner_prob'].items(): + if p >= 0.08582: + candidates.append(('winner', None, val, p)) + + # 4. GD1 & GD2 - 互斥, 门槛 0.53 + for cat in ['direct_gd1', 'direct_gd2']: + probs = raw[cat] + sorted_p = sorted(probs.items(), key=lambda x: x[1], reverse=True) + best_opt, best_p = sorted_p[0] + if best_p >= 0.53068: + candidates.append(('gd', cat, best_opt, best_p)) + + # 5. GLH (龙虎) - 进取型, 无门槛 (取优势方) + for i in range(5): + pos_key = f'pos_{i}' + probs = raw['glh_pos'][pos_key] + sorted_p = sorted(probs.items(), key=lambda x: x[1], reverse=True) + best_opt, best_p = sorted_p[0] + if best_p >= 0.53068: + candidates.append(('glh', i, best_opt, best_p)) + + # 动态资金分配: 金额 = (概率 / 总概率和) * 500 + total_prob_sum = sum(c[3] for c in candidates) + + entry = { + "id": dt.strftime('%Y%m%d%H%M'), + "time": dt.strftime('%Y-%m-%d %H:%M:%S'), + "result": {i: {str(n): None for n in range(1, 11)} for i in range(10)}, + "result_detail": {i: {"单": None, "双": None, "大": None, "小": None} for i in range(10)}, + "winner": {}, + "GD1": {"冠亚大": None, "冠亚小": None}, + "GD2": {"冠亚单": None, "冠亚双": None}, + "GLH_result": {} + } + + if total_prob_sum > 0: + for c_type, key, sub_key, prob in candidates: + # bet_amount = round((prob / total_prob_sum) * total_budget, 2) + if c_type == 'result': + # entry['result'][key][sub_key] = 10 + entry['result'][key][sub_key] = round((NUM_POS_ODDS / TOTAL_ODDS) * total_budget, 2) + elif c_type == 'result_detail': + entry['result_detail'][key][sub_key] = round((NUM_DETAIL_ODDS / TOTAL_ODDS) * total_budget, 2) + elif c_type == 'winner': + entry['winner'][sub_key] = round((SUM12_ODDS[int(sub_key)] / TOTAL_ODDS) * total_budget, 2) + elif c_type == 'gd': + # key is 'direct_gd1' or 'direct_gd2' + field = 'GD1' if key == 'direct_gd1' else 'GD2' + _odd = SIZE_ODDS_TOTAL if key == 'direct_gd1' else ODD_EVEN_ODDS_TOTAL + entry[field][sub_key] = round((_odd / TOTAL_ODDS) * total_budget, 2) + elif c_type == 'glh': + entry['GLH_result'][f"pos_{key}_{sub_key}"] = round((RANK_GLH_ODDS / TOTAL_ODDS) * total_budget, 2) + + results.append(entry) + + with open('data_test_predict/betting_predictions_final_1_20.json', 'w', encoding='utf-8') as f: + # with open('data_test_predict/betting_predictions_final_502.json', 'w', encoding='utf-8') as f: + # with open('data_test_predict/betting_predictions_final_501.json', 'w', encoding='utf-8') as f: + json.dump(results, f, ensure_ascii=False, indent=2) + print(f"Generated {len(results)} predictions.") + +if __name__ == "__main__": + main() diff --git a/PyModel/data_test_predict/aggregated_stats_v7.json b/PyModel/data_test_predict/aggregated_stats_v7.json new file mode 100644 index 0000000..6ded2eb --- /dev/null +++ b/PyModel/data_test_predict/aggregated_stats_v7.json @@ -0,0 +1,143 @@ +{ + "by_time": { + "00:05:00": { + "result_pos_prob": { + "pos_0": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_1": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_2": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_3": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_4": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_5": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_6": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_7": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_8": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_9": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1} + }, + "result_pos_detail_prob": { + "pos_0": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_1": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_2": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_3": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_4": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_5": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_6": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_7": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_8": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + }, + "pos_9": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + } + }, + "winner_prob": { + "3": 0.05, "4": 0.05, "5": 0.05, "6": 0.05, "7": 0.05, "8": 0.05, "9": 0.05, "10": 0.05, "11": 0.1, + "12": 0.05, "13": 0.05, "14": 0.05, "15": 0.05, "16": 0.05, "17": 0.05, "18": 0.05, "19": 0.05 + }, + "GD1_prob": {"冠亚大": 0.5, "冠亚小": 0.5}, + "GD2_prob": {"冠亚单": 0.5, "冠亚双": 0.5}, + "GLH_pos_prob": { + "pos_0": {"龙": 0.5, "虎": 0.5}, + "pos_1": {"龙": 0.5, "虎": 0.5}, + "pos_2": {"龙": 0.5, "虎": 0.5}, + "pos_3": {"龙": 0.5, "虎": 0.5}, + "pos_4": {"龙": 0.5, "虎": 0.5} + } + } + }, + "by_date": { + "1": { + "result_pos_prob": { + "pos_0": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_1": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_2": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_3": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_4": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_5": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_6": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_7": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_8": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_9": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1} + }, + "result_pos_detail_prob": { + "pos_0": { + "big_small": {"大": 0.5, "小": 0.5}, + "odd_even": {"单": 0.5, "双": 0.5} + } + }, + "winner_prob": { + "3": 0.05, "4": 0.05, "5": 0.05, "6": 0.05, "7": 0.05, "8": 0.05, "9": 0.05, "10": 0.05, "11": 0.1, + "12": 0.05, "13": 0.05, "14": 0.05, "15": 0.05, "16": 0.05, "17": 0.05, "18": 0.05, "19": 0.05 + }, + "GD1_prob": {"冠亚大": 0.5, "冠亚小": 0.5}, + "GD2_prob": {"冠亚单": 0.5, "冠亚双": 0.5}, + "GLH_pos_prob": { + "pos_0": {"龙": 0.5, "虎": 0.5}, + "pos_1": {"龙": 0.5, "虎": 0.5}, + "pos_2": {"龙": 0.5, "虎": 0.5}, + "pos_3": {"龙": 0.5, "虎": 0.5}, + "pos_4": {"龙": 0.5, "虎": 0.5} + } + } + }, + "by_week": { + "0": { + "result_pos_prob": { + "pos_0": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_1": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_2": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_3": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_4": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_5": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_6": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_7": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_8": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, "8": 0.1, "9": 0.1, "10": 0.1}, + "pos_9": {"1": 0.1, "2": 0.1, "3": 0.1, "4": 0.1, "5": 0.1, "6": 0.1, "7": 0.1, 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"GLH_result" : [ "龙", "虎", "虎", "龙", "龙" ], + "id" : "20260121087", + "time" : "2026-01-21 07:15:00" +}, { + "result" : [ 8, 3, 5, 6, 7, 1, 2, 9, 10, 4 ], + "sum1" : 29, + "sum2" : 26, + "winner" : 11, + "GD2" : "冠亚单", + "GD1" : "冠亚小", + "GLH_result" : [ "龙", "虎", "虎", "龙", "龙" ], + "id" : "20260121086", + "time" : "2026-01-21 07:10:00" +}, { + "result" : [ 5, 3, 1, 4, 6, 8, 7, 9, 2, 10 ], + "sum1" : 19, + "sum2" : 36, + "winner" : 8, + "GD2" : "冠亚双", + "GD1" : "冠亚小", + "GLH_result" : [ "虎", "龙", "虎", "虎", "虎" ], + "id" : "20260121085", + "time" : "2026-01-21 07:05:00" +} ] \ No newline at end of file diff --git a/PyModel/predict_model_v6.py b/PyModel/predict_model_v6.py new file mode 100644 index 0000000..75c23b0 --- /dev/null +++ b/PyModel/predict_model_v6.py @@ -0,0 +1,84 @@ +import json +from datetime import datetime + +class LotteryPredictorV6: + def __init__(self, stats_path): + with open(stats_path, 'r', encoding='utf-8') as f: + self.stats = json.load(f) + # self.result_weights = {'time': 0.83, 'week': 0.14, 'date': 0.03} + self.result_weights = {'time': 0.9, 'week': 0.05, 'date': 0.05} + self.result_detail_weights = {'time': 0.9, 'week': 0.05, 'date': 0.05} + self.winner_weights = {'time': 0.9, 'week': 0.05, 'date': 0.05} + self.gd_weights = {'time': 0.9, 'week': 0.05, 'date': 0.05} + self.glh_weights = {'time': 0.9, 'week': 0.05, 'date': 0.05} + + def predict(self, date_str, time_str): + dt = datetime.strptime(date_str, '%Y-%m-%d') + day_of_month = str(dt.day) + day_of_week = str(dt.weekday()) + + t_stats = self.stats['by_time'].get(time_str, {}) + d_stats = self.stats['by_date'].get(day_of_month, {}) + w_stats = self.stats['by_week'].get(day_of_week, {}) + + raw_probs = { + 'digital_pos': {}, + 'pos_detail': {}, + 'winner_prob': {}, + 'direct_gd1': {}, + 'direct_gd2': {}, + 'glh_pos': {} + } + + # 1. 数字位置概率 + for i in range(10): + pos_key = f'pos_{i}' + combined = {} + for val in range(1, 11): + v = str(val) + p = (t_stats.get('result_pos_prob', {}).get(pos_key, {}).get(v, 0) * self.result_weights['time'] + + w_stats.get('result_pos_prob', {}).get(pos_key, {}).get(v, 0) * self.result_weights['week'] + + d_stats.get('result_pos_prob', {}).get(pos_key, {}).get(v, 0) * self.result_weights['date']) + combined[v] = p + raw_probs['digital_pos'][pos_key] = combined + + # 2. 位置详情 (单双大小) + for i in range(10): + pos_key = f'pos_{i}' + raw_probs['pos_detail'][pos_key] = {'big_small': {}, 'odd_even': {}} + for cat in ['big_small', 'odd_even']: + options = ['大', '小'] if cat == 'big_small' else ['单', '双'] + for opt in options: + p = (t_stats.get('result_pos_detail_prob', {}).get(pos_key, {}).get(cat, {}).get(opt, 0) * self.result_detail_weights['time'] + + w_stats.get('result_pos_detail_prob', {}).get(pos_key, {}).get(cat, {}).get(opt, 0) * self.result_detail_weights['week'] + + d_stats.get('result_pos_detail_prob', {}).get(pos_key, {}).get(cat, {}).get(opt, 0) * self.result_detail_weights['date']) + raw_probs['pos_detail'][pos_key][cat][opt] = p + + # 3. 冠亚和 + for val in range(3, 20): + v = str(val) + p = (t_stats.get('winner_prob', {}).get(v, 0) * self.winner_weights['time'] + + w_stats.get('winner_prob', {}).get(v, 0) * self.winner_weights['week'] + + d_stats.get('winner_prob', {}).get(v, 0) * self.winner_weights['date']) + raw_probs['winner_prob'][v] = p + + # 4. GD1 & GD2 + for cat, opts in [('direct_gd1', ['冠亚大', '冠亚小']), ('direct_gd2', ['冠亚单', '冠亚双'])]: + stat_key = 'GD1_prob' if cat == 'direct_gd1' else 'GD2_prob' + for opt in opts: + p = (t_stats.get(stat_key, {}).get(opt, 0) * self.gd_weights['time'] + + w_stats.get(stat_key, {}).get(opt, 0) * self.gd_weights['week'] + + d_stats.get(stat_key, {}).get(opt, 0) * self.gd_weights['date']) + raw_probs[cat][opt] = p + + # 5. 龙虎 + for i in range(5): + pos_key = f'pos_{i}' + raw_probs['glh_pos'][pos_key] = {} + for opt in ['龙', '虎']: + p = (t_stats.get('GLH_pos_prob', {}).get(pos_key, {}).get(opt, 0) * self.glh_weights['time'] + + w_stats.get('GLH_pos_prob', {}).get(pos_key, {}).get(opt, 0) * self.glh_weights['week'] + + d_stats.get('GLH_pos_prob', {}).get(pos_key, {}).get(opt, 0) * self.glh_weights['date']) + raw_probs['glh_pos'][pos_key][opt] = p + + return raw_probs diff --git a/bocai.db b/bocai.db new file mode 100644 index 0000000000000000000000000000000000000000..932591db3bee394d5bf652efbd237560ca43ca2d GIT binary patch literal 36864 zcmeI(zi!h&9KdnAf0DE$vWHJg$NL>o z+9}p$PslLw2Y%cVJx|}Hy!7JZ6E9xhZnv8vj1m#1L7?}=-XIFyMCwRWOkc(-ag~1@ zg*{iLLt|W&#yTvPzA}YKrBXv*L>kJ|)NctTUmHU7KJ(QRIW!)YoJF^EY|z^>^?A_S zHtq^ero&^3m<*oi22nTfz40nKGvj5>WEh%u4ZDSBCv4h%VQbO4W1OUM!sB*w>|_i$lw13zc}o(Y4~4oG*<7Q}#imd^gl%Hm${L z$BsOu&Z4+yIy4<+Woy26ste5xJ@c4rG}EQaVB_P(s^d8J+xt0Kc50O`Dg~yzsVL+R zJ!#1Ps-ADlbaWDh#ma4oI0}kQ*W|Kpm=phX*>aZ6YQ@=gY)ghc|CKro^rMUGrAd@; zyLoc%cK%UoR&Ed7%0sK;#zNI;x9#!n4U?9eXr9u{HECNc$QGxsNrYH0wdyIYD|Mmj zsq1R`%FbV?pyv4AeAU_6vB#a8`lD;Hs|UAq=4tD~pZYY7`Kw+{VvGG+`C)&^Ciizw zZ|GO4LyF10^keGZCimZF$lbY$bGTvpDio_jxm%@%d3{$=%kC^1*