display(HTML("<style>.container { width:100% !important; }</style>"))
from zipline.api import order, record, symbol
import pandas as pd
from datetime import datetime
from zipline.api import sid
def initialize(context):
  pass
def handle_data(context, data):
  record(A=data.current(symbol('A'), 'price'))
  record(CDNA=data.current(symbol('CDNA'), 'close'))
  record(BRKR=data.current(symbol('BRKR'), 'close'))
  record(DGX=data.current(symbol('DGX'), 'close'))
  record(DHR=data.current(symbol('DHR'), 'close'))
  record(DXCM=data.current(symbol('DXCM'), 'close'))
  record(EXAS=data.current(symbol('EXAS'), 'close'))
  record(ILMN=data.current(symbol('ILMN'), 'close'))
  record(LH=data.current(symbol('LH'), 'close'))
  record(MYGN=data.current(symbol('MYGN'), 'close'))
  record(NEO=data.current(symbol('NEO'), 'close'))
  record(NTRA=data.current(symbol('NTRA'), 'close'))
  record(NVTA=data.current(symbol('NVTA'), 'close'))
  record(PHG=data.current(symbol('PHG'), 'close'))
  record(PKI=data.current(symbol('PKI'), 'close'))
  record(PRAH=data.current(symbol('PRAH'), 'close'))
  record(QGEN=data.current(symbol('QGEN'), 'close'))
  record(TMO=data.current(symbol('TMO'), 'close'))
  record(TTOO=data.current(symbol('TTOO'), 'close'))
%zipline --bundle=custom-csvdir-bundle --start 2016-8-1 --end 2016-10-3
| A | BRKR | CDNA | DGX | DHR | DXCM | EXAS | ILMN | LH | MYGN | NEO | NTRA | NVTA | PHG | PKI | PRAH | QGEN | TMO | TTOO | algo_volatility | algorithm_period_return | alpha | benchmark_period_return | benchmark_volatility | beta | capital_used | ending_cash | ending_exposure | ending_value | excess_return | gross_leverage | long_exposure | long_value | longs_count | max_drawdown | max_leverage | net_leverage | orders | period_close | period_label | period_open | pnl | portfolio_value | positions | returns | sharpe | short_exposure | short_value | shorts_count | sortino | starting_cash | starting_exposure | starting_value | trading_days | transactions | treasury_period_return |
|---|
| 2016-08-01 20:00:00+00:00 | 4.800 | 24.81 | 4.800 | 86.24 | 81.50 | 92.65 | 18.110 | 170.65 | 139.63 | 31.48 | 8.520 | 13.04 | 8.40 | 26.39 | 56.69 | 47.08 | 26.80 | 159.56 | 7.04 | NaN | 0.0 | NaN | -0.000829 | NaN | NaN | 0.0 | 10000000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | [] | 2016-08-01 20:00:00+00:00 | 2016-08 | 2016-08-01 13:31:00+00:00 | 0.0 | 10000000.0 | [] | 0.0 | None | 0.0 | 0.0 | 0 | None | 10000000.0 | 0.0 | 0.0 | 1 | [] | 0.0 |
|---|
| 2016-08-02 20:00:00+00:00 | 4.680 | 24.72 | 4.680 | 85.24 | 80.93 | 92.78 | 17.750 | 166.92 | 139.38 | 30.82 | 8.370 | 13.05 | 8.36 | 26.36 | 55.91 | 46.90 | 26.74 | 156.44 | 6.11 | 0.0 | 0.0 | 0.0 | -0.007235 | 0.062657 | 0.0 | 0.0 | 10000000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | [] | 2016-08-02 20:00:00+00:00 | 2016-08 | 2016-08-02 13:31:00+00:00 | 0.0 | 10000000.0 | [] | 0.0 | None | 0.0 | 0.0 | 0 | None | 10000000.0 | 0.0 | 0.0 | 2 | [] | 0.0 |
|---|
| 2016-08-03 20:00:00+00:00 | 4.850 | 21.79 | 4.850 | 85.65 | 80.98 | 90.87 | 18.290 | 165.05 | 140.13 | 31.42 | 8.530 | 12.97 | 8.53 | 26.28 | 55.75 | 48.25 | 26.59 | 156.00 | 6.14 | 0.0 | 0.0 | 0.0 | -0.004329 | 0.074585 | 0.0 | 0.0 | 10000000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | [] | 2016-08-03 20:00:00+00:00 | 2016-08 | 2016-08-03 13:31:00+00:00 | 0.0 | 10000000.0 | [] | 0.0 | None | 0.0 | 0.0 | 0 | None | 10000000.0 | 0.0 | 0.0 | 3 | [] | 0.0 |
|---|
| 2016-08-04 20:00:00+00:00 | 4.850 | 21.77 | 4.850 | 85.80 | 81.12 | 91.50 | 19.000 | 165.66 | 140.09 | 31.11 | 8.320 | 13.10 | 8.44 | 26.36 | 55.72 | 49.13 | 26.61 | 156.42 | 6.79 | 0.0 | 0.0 | 0.0 | -0.003271 | 0.064050 | 0.0 | 0.0 | 10000000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | [] | 2016-08-04 20:00:00+00:00 | 2016-08 | 2016-08-04 13:31:00+00:00 | 0.0 | 10000000.0 | [] | 0.0 | None | 0.0 | 0.0 | 0 | None | 10000000.0 | 0.0 | 0.0 | 4 | [] | 0.0 |
|---|
| 2016-08-05 20:00:00+00:00 | 4.990 | 22.17 | 4.990 | 85.68 | 81.50 | 91.23 | 19.250 | 166.53 | 140.76 | 30.46 | 8.150 | 12.22 | 8.65 | 26.52 | 54.85 | 49.42 | 26.95 | 157.51 | 7.48 | 0.0 | 0.0 | 0.0 | 0.004882 | 0.084575 | 0.0 | 0.0 | 10000000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | [] | 2016-08-05 20:00:00+00:00 | 2016-08 | 2016-08-05 13:31:00+00:00 | 0.0 | 10000000.0 | [] | 0.0 | None | 0.0 | 0.0 | 0 | None | 10000000.0 | 0.0 | 0.0 | 5 | [] | 0.0 |
|---|
|