In [36]:
import pickle

result_dict = pickle.load(open("./test.pkl", "rb"))   # 从输出pickle中读取数据

In [37]:
result_dict.keys()


Out[37]:
dict_keys(['summary', 'stock_account', 'trades', 'stock_positions', 'benchmark_portfolio', 'portfolio'])

In [38]:
result_dict["portfolio"]


Out[38]:
avg_price last_price market_value order_book_id quantity symbol
date
2018-02-02 14.05 14.05 99755.0 000001.XSHE 7100 平安银行
2018-02-05 36.99 36.99 99873.0 000002.XSHE 2700 万科A
2018-02-05 14.05 14.55 0.0 000001.XSHE 0 平安银行
2018-02-06 36.99 35.82 0.0 000002.XSHE 0 万科A
2018-02-06 14.00 14.00 99400.0 000001.XSHE 7100 平安银行
2018-02-07 32.98 32.98 89046.0 000002.XSHE 2700 万科A
2018-02-07 14.00 12.92 0.0 000001.XSHE 0 平安银行
2018-02-08 32.98 32.75 0.0 000002.XSHE 0 万科A
2018-02-08 12.54 12.54 90288.0 000001.XSHE 7200 平安银行
2018-02-09 31.27 31.27 84429.0 000002.XSHE 2700 万科A
2018-02-09 12.54 11.69 0.0 000001.XSHE 0 平安银行
2018-02-12 31.27 31.90 0.0 000002.XSHE 0 万科A
2018-02-12 11.72 11.72 85556.0 000001.XSHE 7300 平安银行
2018-02-13 32.73 32.73 85098.0 000002.XSHE 2600 万科A
2018-02-13 11.72 11.94 0.0 000001.XSHE 0 平安银行
2018-02-14 32.73 33.17 0.0 000002.XSHE 0 万科A
2018-02-14 12.00 12.00 87600.0 000001.XSHE 7300 平安银行
2018-02-22 33.70 33.70 90990.0 000002.XSHE 2700 万科A
2018-02-22 12.00 12.46 0.0 000001.XSHE 0 平安银行
2018-02-23 33.70 34.72 0.0 000002.XSHE 0 万科A
2018-02-23 12.61 12.61 93314.0 000001.XSHE 7400 平安银行
2018-02-26 34.18 34.18 92286.0 000002.XSHE 2700 万科A
2018-02-26 12.61 12.63 0.0 000001.XSHE 0 平安银行
2018-02-27 34.18 32.90 0.0 000002.XSHE 0 万科A
2018-02-27 12.28 12.28 89644.0 000001.XSHE 7300 平安银行
2018-02-28 32.70 32.70 88290.0 000002.XSHE 2700 万科A
2018-02-28 12.28 12.05 0.0 000001.XSHE 0 平安银行

In [35]:
result_dict["trades"]


Out[35]:
commission exec_id last_price last_quantity order_book_id order_id position_effect side symbol tax trading_datetime transaction_cost
datetime
2018-02-02 09:30:00 79.0088 1523598566 13.91 7100 000001.XSHE 1523598566 None BUY 平安银行 0.000 2018-02-02 15:30:00 79.0088
2018-02-05 09:30:00 78.3840 1523598567 13.80 7100 000001.XSHE 1523598567 None SELL 平安银行 97.980 2018-02-05 15:30:00 176.3640
2018-02-05 09:30:00 76.5440 1523598568 36.80 2600 000002.XSHE 1523598568 None BUY 万科A 0.000 2018-02-05 15:30:00 76.5440
2018-02-06 09:30:00 74.7344 1523598569 35.93 2600 000002.XSHE 1523598569 None SELL 万科A 93.418 2018-02-06 15:30:00 168.1524
2018-02-06 09:30:00 76.2728 1523598570 14.23 6700 000001.XSHE 1523598570 None BUY 平安银行 0.000 2018-02-06 15:30:00 76.2728
2018-02-07 09:30:00 76.2192 1523598571 14.22 6700 000001.XSHE 1523598571 None SELL 平安银行 95.274 2018-02-07 15:30:00 171.4932
2018-02-07 09:30:00 75.7744 1523598572 36.43 2600 000002.XSHE 1523598572 None BUY 万科A 0.000 2018-02-07 15:30:00 75.7744
2018-02-08 09:30:00 68.6400 1523598573 33.00 2600 000002.XSHE 1523598573 None SELL 万科A 85.800 2018-02-08 15:30:00 154.4400
2018-02-08 09:30:00 68.7688 1523598574 12.83 6700 000001.XSHE 1523598574 None BUY 平安银行 0.000 2018-02-08 15:30:00 68.7688
2018-02-09 09:30:00 64.7488 1523598575 12.08 6700 000001.XSHE 1523598575 None SELL 平安银行 80.936 2018-02-09 15:30:00 145.6848
2018-02-09 09:30:00 63.0000 1523598576 31.50 2500 000002.XSHE 1523598576 None BUY 万科A 0.000 2018-02-09 15:30:00 63.0000
2018-02-12 09:30:00 62.8600 1523598577 31.43 2500 000002.XSHE 1523598577 None SELL 万科A 78.575 2018-02-12 15:30:00 141.4350
2018-02-12 09:30:00 65.0256 1523598578 11.78 6900 000001.XSHE 1523598578 None BUY 平安银行 0.000 2018-02-12 15:30:00 65.0256
2018-02-13 09:30:00 65.5224 1523598579 11.87 6900 000001.XSHE 1523598579 None SELL 平安银行 81.903 2018-02-13 15:30:00 147.4254
2018-02-13 09:30:00 64.5600 1523598580 32.28 2500 000002.XSHE 1523598580 None BUY 万科A 0.000 2018-02-13 15:30:00 64.5600
2018-02-14 09:30:00 65.7400 1523598581 32.87 2500 000002.XSHE 1523598581 None SELL 万科A 82.175 2018-02-14 15:30:00 147.9150
2018-02-14 09:30:00 66.0192 1523598582 11.96 6900 000001.XSHE 1523598582 None BUY 平安银行 0.000 2018-02-14 15:30:00 66.0192
2018-02-22 09:30:00 67.6200 1523598583 12.25 6900 000001.XSHE 1523598583 None SELL 平安银行 84.525 2018-02-22 15:30:00 152.1450
2018-02-22 09:30:00 65.2800 1523598584 34.00 2400 000002.XSHE 1523598584 None BUY 万科A 0.000 2018-02-22 15:30:00 65.2800
2018-02-23 09:30:00 65.0880 1523598585 33.90 2400 000002.XSHE 1523598585 None SELL 万科A 81.360 2018-02-23 15:30:00 146.4480
2018-02-23 09:30:00 67.4288 1523598586 12.58 6700 000001.XSHE 1523598586 None BUY 平安银行 0.000 2018-02-23 15:30:00 67.4288
2018-02-26 09:30:00 68.4472 1523598587 12.77 6700 000001.XSHE 1523598587 None SELL 平安银行 85.559 2018-02-26 15:30:00 154.0062
2018-02-26 09:30:00 67.3344 1523598588 35.07 2400 000002.XSHE 1523598588 None BUY 万科A 0.000 2018-02-26 15:30:00 67.3344
2018-02-27 09:30:00 65.6640 1523598589 34.20 2400 000002.XSHE 1523598589 None SELL 万科A 82.080 2018-02-27 15:30:00 147.7440
2018-02-27 09:30:00 65.7280 1523598590 12.64 6500 000001.XSHE 1523598590 None BUY 平安银行 0.000 2018-02-27 15:30:00 65.7280
2018-02-28 09:30:00 62.9200 1523598591 12.10 6500 000001.XSHE 1523598591 None SELL 平安银行 78.650 2018-02-28 15:30:00 141.5700
2018-02-28 09:30:00 62.4192 1523598592 32.51 2400 000002.XSHE 1523598592 None BUY 万科A 0.000 2018-02-28 15:30:00 62.4192

In [13]:
"1" in ["3","2"]


Out[13]:
False