Full Code of drlgistics/Wt4ElegantRL for AI

gitextract_wz5tjxvh/

├── .gitignore
├── LICENSE
├── README.md
├── analysts.py
├── assessments.py
├── compare_elegantrl.py
├── compare_rllib.py
├── compare_sb3.py
├── config/
│   ├── 01commom/
│   │   ├── actpolicy.json
│   │   ├── commodities.json
│   │   ├── contracts.json
│   │   ├── fees.json
│   │   ├── holidays.json
│   │   ├── hots.json
│   │   └── sessions.json
│   ├── 03research/
│   │   ├── cta.json
│   │   ├── hft.json
│   │   ├── log_debugger.json
│   │   ├── log_evaluator.json
│   │   └── log_trainer.json
│   └── 04realtime/
│       └── log.json
├── dataset/
│   └── his/
│       ├── day/
│       │   ├── CFFEX/
│       │   │   ├── CFFEX.IC_HOT.dsb
│       │   │   ├── CFFEX.IF_HOT.dsb
│       │   │   ├── CFFEX.IH_HOT.dsb
│       │   │   ├── CFFEX.TF_HOT.dsb
│       │   │   └── CFFEX.T_HOT.dsb
│       │   ├── CZCE/
│       │   │   ├── CZCE.AP_HOT.dsb
│       │   │   ├── CZCE.CF_HOT.dsb
│       │   │   ├── CZCE.JR_HOT.dsb
│       │   │   ├── CZCE.MA_HOT.dsb
│       │   │   ├── CZCE.RM_HOT.dsb
│       │   │   ├── CZCE.SF_HOT.dsb
│       │   │   ├── CZCE.SR_HOT.dsb
│       │   │   ├── CZCE.TA_HOT.dsb
│       │   │   └── CZCE.ZC_HOT.dsb
│       │   ├── DCE/
│       │   │   ├── DCE.a_HOT.dsb
│       │   │   ├── DCE.c_HOT.dsb
│       │   │   ├── DCE.cs_HOT.dsb
│       │   │   ├── DCE.i_HOT.dsb
│       │   │   ├── DCE.jd_HOT.dsb
│       │   │   ├── DCE.l_HOT.dsb
│       │   │   ├── DCE.m_HOT.dsb
│       │   │   ├── DCE.p_HOT.dsb
│       │   │   ├── DCE.pp_HOT.dsb
│       │   │   ├── DCE.rr_HOT.dsb
│       │   │   └── DCE.y_HOT.dsb
│       │   ├── INE/
│       │   │   ├── INE.lu_HOT.dsb
│       │   │   └── INE.sc_HOT.dsb
│       │   └── SHFE/
│       │       ├── SHFE.ag_HOT.dsb
│       │       ├── SHFE.al_HOT.dsb
│       │       ├── SHFE.bu_HOT.dsb
│       │       ├── SHFE.cu_HOT.dsb
│       │       ├── SHFE.fu_HOT.dsb
│       │       ├── SHFE.hc_HOT.dsb
│       │       ├── SHFE.ni_HOT.dsb
│       │       ├── SHFE.pb_HOT.dsb
│       │       ├── SHFE.rb_HOT.dsb
│       │       └── SHFE.zn_HOT.dsb
│       └── min5/
│           ├── CFFEX/
│           │   ├── CFFEX.IC_HOT.dsb
│           │   ├── CFFEX.IF_HOT.dsb
│           │   ├── CFFEX.IH_HOT.dsb
│           │   ├── CFFEX.TF_HOT.dsb
│           │   └── CFFEX.T_HOT.dsb
│           ├── CZCE/
│           │   ├── CZCE.AP_HOT.dsb
│           │   ├── CZCE.CF_HOT.dsb
│           │   ├── CZCE.JR_HOT.dsb
│           │   ├── CZCE.MA_HOT.dsb
│           │   ├── CZCE.RM_HOT.dsb
│           │   ├── CZCE.SF_HOT.dsb
│           │   ├── CZCE.SR_HOT.dsb
│           │   ├── CZCE.TA_HOT.dsb
│           │   └── CZCE.ZC_HOT.dsb
│           ├── DCE/
│           │   ├── DCE.a_HOT.dsb
│           │   ├── DCE.c_HOT.dsb
│           │   ├── DCE.cs_HOT.dsb
│           │   ├── DCE.i_HOT.dsb
│           │   ├── DCE.jd_HOT.dsb
│           │   ├── DCE.l_HOT.dsb
│           │   ├── DCE.m_HOT.dsb
│           │   ├── DCE.p_HOT.dsb
│           │   ├── DCE.pp_HOT.dsb
│           │   ├── DCE.rr_HOT.dsb
│           │   └── DCE.y_HOT.dsb
│           ├── INE/
│           │   ├── INE.lu_HOT.dsb
│           │   └── INE.sc_HOT.dsb
│           └── SHFE/
│               ├── SHFE.ag_HOT.dsb
│               ├── SHFE.al_HOT.dsb
│               ├── SHFE.bu_HOT.dsb
│               ├── SHFE.cu_HOT.dsb
│               ├── SHFE.fu_HOT.dsb
│               ├── SHFE.hc_HOT.dsb
│               ├── SHFE.ni_HOT.dsb
│               ├── SHFE.pb_HOT.dsb
│               ├── SHFE.rb_HOT.dsb
│               └── SHFE.zn_HOT.dsb
├── dataset_from_storage.py
├── elegantrl/
│   ├── __init__.py
│   ├── agent.py
│   ├── demo.py
│   ├── env.py
│   ├── evaluator.py
│   ├── net.py
│   ├── replay.py
│   └── run.py
├── envs.py
├── envs_simple_cta.py
├── features.py
├── reprocess.py
├── requirements/
│   ├── full_with_cuda.yaml
│   └── full_without_cuda.yaml
├── run_toy.py
├── runner.py
├── stoppers.py
├── strategies.py
└── wtpy/
    ├── CodeHelper.py
    ├── ContractMgr.py
    ├── CtaContext.py
    ├── ExtModuleDefs.py
    ├── ExtToolDefs.py
    ├── HftContext.py
    ├── ProductMgr.py
    ├── SelContext.py
    ├── SessionMgr.py
    ├── StrategyDefs.py
    ├── WtBtEngine.py
    ├── WtCoreDefs.py
    ├── WtDataDefs.py
    ├── WtDtEngine.py
    ├── WtDtServo.py
    ├── WtEngine.py
    ├── WtMsgQue.py
    ├── WtUtilDefs.py
    ├── __init__.py
    ├── apps/
    │   ├── WtBtAnalyst.py
    │   ├── WtCtaOptimizer.py
    │   ├── WtHotPicker.py
    │   ├── __init__.py
    │   └── datahelper/
    │       ├── DHBaostock.py
    │       ├── DHDefs.py
    │       ├── DHFactory.py
    │       ├── DHRqData.py
    │       ├── DHTushare.py
    │       ├── __init__.py
    │       └── db/
    │           ├── MysqlHelper.py
    │           ├── __init__.py
    │           └── initdb_mysql.sql
    ├── monitor/
    │   ├── DataMgr.py
    │   ├── EventReceiver.py
    │   ├── PushSvr.py
    │   ├── WatchDog.py
    │   ├── WtBtMon.py
    │   ├── WtLogger.py
    │   ├── WtMonSvr.py
    │   ├── __init__.py
    │   └── static/
    │       ├── __init__.py
    │       └── console/
    │           ├── __init__.py
    │           ├── index.html
    │           └── static/
    │               ├── __init__.py
    │               ├── css/
    │               │   ├── __init__.py
    │               │   ├── app.7b6729291f05cec91b99cfd44c17df6b.css
    │               │   └── static/
    │               │       ├── __init__.py
    │               │       └── fonts/
    │               │           └── __init__.py
    │               └── js/
    │                   ├── __init__.py
    │                   ├── app.d3652914f874ea570f72.js
    │                   ├── manifest.3ad1d5771e9b13dbdad2.js
    │                   └── vendor.cd39a6c53a9d7599c08c.js
    └── wrapper/
        ├── ContractLoader.py
        ├── PlatformHelper.py
        ├── WtBtWrapper.py
        ├── WtDtHelper.py
        ├── WtDtServoApi.py
        ├── WtDtWrapper.py
        ├── WtExecApi.py
        ├── WtMQWrapper.py
        ├── WtWrapper.py
        ├── __init__.py
        ├── linux/
        │   ├── __init__.py
        │   ├── executer/
        │   │   └── __init__.py
        │   ├── parsers/
        │   │   └── __init__.py
        │   └── traders/
        │       └── __init__.py
        ├── x64/
        │   ├── __init__.py
        │   ├── executer/
        │   │   └── __init__.py
        │   ├── parsers/
        │   │   └── __init__.py
        │   └── traders/
        │       └── __init__.py
        └── x86/
            ├── __init__.py
            ├── executer/
            │   └── __init__.py
            ├── parsers/
            │   └── __init__.py
            └── traders/
                └── __init__.py

SYMBOL INDEX (3297 symbols across 67 files)

FILE: analysts.py
  function run (line 23) | def run(path):

FILE: assessments.py
  class Assessment (line 6) | class Assessment():
    method __init__ (line 7) | def __init__(self, init_assets=1000000):
    method reset (line 12) | def reset(self):
    method calculate (line 16) | def calculate(self, context: CtaContext):
    method finish (line 20) | def finish(self):
    method reward (line 25) | def reward(self) -> float:
    method done (line 30) | def done(self) -> float:
    method curr_assets (line 35) | def curr_assets(self) -> float:
    method init_assets (line 39) | def init_assets(self) -> float:
  class SimpleAssessment (line 43) | class SimpleAssessment(Assessment):  # 借鉴了neofinrl
    method reset (line 46) | def reset(self):
    method calculate (line 53) | def calculate(self, context: CtaContext):
    method finish (line 161) | def finish(self):
    method reward (line 190) | def reward(self) -> float:
    method rewards (line 195) | def rewards(self) -> float:
    method done (line 199) | def done(self) -> float:
    method curr_assets (line 203) | def curr_assets(self) -> float:

FILE: compare_elegantrl.py
  class Wt4RLSimpleTrainer (line 19) | class Wt4RLSimpleTrainer(SimpleCTASubProcessEnv):
    method state_dim (line 25) | def state_dim(self):
    method action_dim (line 29) | def action_dim(self):
    method __init__ (line 33) | def __init__(self):
  class Wt4RLSimpleEvaluator (line 76) | class Wt4RLSimpleEvaluator(SimpleCTASubProcessEnv):
    method state_dim (line 82) | def state_dim(self):
    method action_dim (line 86) | def action_dim(self):
    method __init__ (line 90) | def __init__(self):  # mode=3可以打开详细调试模式
  function run (line 144) | def run():
  function debug (line 149) | def debug(count):
  function train (line 169) | def train():
  function test (line 231) | def test():

FILE: compare_rllib.py
  function run (line 33) | def run():
  function train (line 37) | def train():
  function test (line 194) | def test(path):

FILE: compare_sb3.py
  function run (line 14) | def run():
  function debug (line 19) | def debug():
  function train (line 122) | def train():
  function test (line 243) | def test(path):

FILE: dataset_from_storage.py
  class DataReader (line 10) | class DataReader:
    method __len__ (line 13) | def __len__(self) -> int:
    method set_bars (line 16) | def set_bars(self, data: pd.DataFrame) -> tuple:
    method get_bars (line 31) | def get_bars(self, curBar: POINTER(WTSBarStruct), idx: int) -> bool:

FILE: elegantrl/agent.py
  class AgentBase (line 17) | class AgentBase:
    method __init__ (line 18) | def __init__(self, net_dim=256, state_dim=8, action_dim=2, reward_scal...
    method init (line 68) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_action (line 108) | def select_action(self, state: np.ndarray) -> np.ndarray:
    method select_actions (line 114) | def select_actions(self, state: torch.Tensor) -> torch.Tensor:
    method explore_one_env (line 126) | def explore_one_env(self, env, target_step: int) -> list:
    method explore_vec_env (line 158) | def explore_vec_env(self, env, target_step: int) -> list:
    method update_net (line 188) | def update_net(self, buffer, batch_size: int, repeat_times: float, sof...
    method optim_update (line 197) | def optim_update(self, optimizer, objective, params):  # plan todo par...
    method soft_update (line 230) | def soft_update(target_net, current_net, tau):
    method save_or_load_agent (line 240) | def save_or_load_agent(self, cwd: str, if_save: bool):
    method convert_trajectory (line 264) | def convert_trajectory(self, traj_list: list) -> list:  # off-policy
  class AgentDQN (line 282) | class AgentDQN(AgentBase):  # [ElegantRL.2021.10.25]
    method __init__ (line 283) | def __init__(self):
    method init (line 289) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_actions (line 304) | def select_actions(self, states: torch.Tensor) -> torch.Tensor:  # for...
    method explore_one_env (line 317) | def explore_one_env(self, env, target_step) -> list:
    method explore_vec_env (line 340) | def explore_vec_env(self, env, target_step) -> list:
    method update_net (line 362) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau...
    method get_obj_critic_raw (line 372) | def get_obj_critic_raw(self, buffer, batch_size):
    method get_obj_critic_per (line 382) | def get_obj_critic_per(self, buffer, batch_size):
  class AgentDoubleDQN (line 396) | class AgentDoubleDQN(AgentDQN):  # [ElegantRL.2021.10.25]
    method __init__ (line 397) | def __init__(self):
    method init (line 401) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_actions (line 414) | def select_actions(self, states: torch.Tensor) -> torch.Tensor:  # for...
    method get_obj_critic_raw (line 424) | def get_obj_critic_raw(self, buffer, batch_size) -> (torch.Tensor, tor...
    method get_obj_critic_per (line 434) | def get_obj_critic_per(self, buffer, batch_size):
  class AgentDDPG (line 451) | class AgentDDPG(AgentBase):
    method __init__ (line 452) | def __init__(self):
    method init (line 462) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_actions (line 477) | def select_actions(self, state: torch.Tensor) -> torch.Tensor:
    method update_net (line 484) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau...
    method get_obj_critic_raw (line 502) | def get_obj_critic_raw(self, buffer, batch_size):
    method get_obj_critic_per (line 511) | def get_obj_critic_per(self, buffer, batch_size):
  class AgentTD3 (line 525) | class AgentTD3(AgentBase):
    method __init__ (line 526) | def __init__(self):
    method init (line 537) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method update_net (line 550) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau...
    method get_obj_critic_raw (line 569) | def get_obj_critic_raw(self, buffer, batch_size):
    method get_obj_critic_per (line 579) | def get_obj_critic_per(self, buffer, batch_size):
  class AgentSAC (line 598) | class AgentSAC(AgentBase):  # [ElegantRL.2021.10.25]
    method __init__ (line 599) | def __init__(self):
    method init (line 611) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_actions (line 630) | def select_actions(self, state: torch.Tensor) -> torch.Tensor:
    method update_net (line 638) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau):
    method get_obj_critic_raw (line 669) | def get_obj_critic_raw(self, buffer, batch_size, alpha):
    method get_obj_critic_per (line 681) | def get_obj_critic_per(self, buffer, batch_size, alpha):
  class AgentModSAC (line 698) | class AgentModSAC(AgentSAC):  # Modified SAC using reliable_lambda and T...
    method __init__ (line 699) | def __init__(self):
    method update_net (line 705) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau):
  class AgentPPO (line 743) | class AgentPPO(AgentBase):
    method __init__ (line 744) | def __init__(self):
    method init (line 756) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_action (line 774) | def select_action(self, state: np.ndarray) -> np.ndarray:
    method select_actions (line 780) | def select_actions(self, state: torch.Tensor) -> tuple:
    method explore_one_env (line 790) | def explore_one_env(self, env, target_step):
    method explore_vec_env (line 813) | def explore_vec_env(self, env, target_step):
    method update_net (line 837) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau):
    method get_reward_sum_raw (line 883) | def get_reward_sum_raw(self, buf_len, buf_reward, buf_mask, buf_value)...
    method get_reward_sum_gae (line 893) | def get_reward_sum_gae(self, buf_len, ten_reward, ten_mask, ten_value)...
    method splice_trajectory (line 907) | def splice_trajectory(self, traj_list, last_done_list):
    method convert_trajectory (line 916) | def convert_trajectory(self, traj_list):
  class AgentDiscretePPO (line 930) | class AgentDiscretePPO(AgentPPO):
    method __init__ (line 931) | def __init__(self):
    method explore_one_env (line 935) | def explore_one_env(self, env, target_step):
    method explore_vec_env (line 958) | def explore_vec_env(self, env, target_step):
  class AgentA2C (line 983) | class AgentA2C(AgentPPO):  # A2C.2015, PPO.2016
    method __init__ (line 984) | def __init__(self):
    method update_net (line 989) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau):
  class AgentDiscreteA2C (line 1032) | class AgentDiscreteA2C(AgentA2C):
    method __init__ (line 1033) | def __init__(self):
    method explore_one_env (line 1037) | def explore_one_env(self, env, target_step):
    method explore_vec_env (line 1060) | def explore_vec_env(self, env, target_step):
  class AgentStep1AC (line 1085) | class AgentStep1AC(AgentBase):
    method __init__ (line 1086) | def __init__(self):
    method init (line 1095) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_actions (line 1109) | def select_actions(self, state: torch.Tensor) -> torch.Tensor:
    method update_net (line 1113) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau...
    method get_obj_critic_raw (line 1139) | def get_obj_critic_raw(self, buffer, batch_size):
    method get_obj_critic_per (line 1148) | def get_obj_critic_per(self, buffer, batch_size):
  class AgentShareAC (line 1164) | class AgentShareAC(AgentBase):  # IAC (InterAC) waiting for check
    method __init__ (line 1165) | def __init__(self):
    method update_net (line 1174) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau...
  class AgentShareSAC (line 1219) | class AgentShareSAC(AgentSAC):  # Integrated Soft Actor-Critic
    method __init__ (line 1220) | def __init__(self):
    method init (line 1228) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method update_net (line 1254) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau...
  class AgentSharePPO (line 1293) | class AgentSharePPO(AgentPPO):
    method __init__ (line 1294) | def __init__(self):
    method init (line 1298) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method update_net (line 1317) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau):
  class AgentShareA2C (line 1364) | class AgentShareA2C(AgentSharePPO):
    method update_net (line 1365) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau):
  class AgentShareStep1AC (line 1409) | class AgentShareStep1AC(AgentBase):
    method __init__ (line 1410) | def __init__(self):
    method init (line 1418) | def init(self, net_dim=256, state_dim=8, action_dim=2, reward_scale=1....
    method select_actions (line 1446) | def select_actions(self, state: torch.Tensor) -> torch.Tensor:
    method update_net (line 1450) | def update_net(self, buffer, batch_size, repeat_times, soft_update_tau...
    method get_obj_critic_raw (line 1480) | def get_obj_critic_raw(self, buffer, batch_size):
    method get_obj_critic_per (line 1489) | def get_obj_critic_per(self, buffer, batch_size):
  class OrnsteinUhlenbeckNoise (line 1505) | class OrnsteinUhlenbeckNoise:  # NOT suggest to use it
    method __init__ (line 1506) | def __init__(self, size, theta=0.15, sigma=0.3, ou_noise=0.0, dt=1e-2):
    method __call__ (line 1526) | def __call__(self) -> float:

FILE: elegantrl/demo.py
  function demo_continuous_action_off_policy (line 10) | def demo_continuous_action_off_policy():  # [ElegantRL.2021.10.10]
  function demo_continuous_action_on_policy (line 96) | def demo_continuous_action_on_policy():  # [ElegantRL.2021.10.13]
  function demo_discrete_action_off_policy (line 177) | def demo_discrete_action_off_policy():  # [ElegantRL.2021.10.10]
  function demo_discrete_action_on_policy (line 205) | def demo_discrete_action_on_policy():  # [ElegantRL.2021.10.12]
  function demo_pixel_level_on_policy (line 233) | def demo_pixel_level_on_policy():  # 2021-09-07
  function demo_isaac_gym_on_policy (line 277) | def demo_isaac_gym_on_policy():
  function demo_pybullet_off_policy (line 367) | def demo_pybullet_off_policy():
  function demo_pybullet_on_policy (line 465) | def demo_pybullet_on_policy():
  function demo_step1_off_policy (line 605) | def demo_step1_off_policy():

FILE: elegantrl/env.py
  function build_env (line 13) | def build_env(env, if_print=False, env_num=1, device_id=None, args=None, ):
  function build_eval_env (line 99) | def build_eval_env(eval_env, env, env_num, eval_gpu_id, args, ):
  class PendulumEnv (line 113) | class PendulumEnv:  # [ElegantRL.2021.10.10]
    method __init__ (line 114) | def __init__(self, env_name):
    method reset (line 133) | def reset(self):
    method step (line 136) | def step(self, action):
    method render (line 141) | def render(self):
  class PreprocessEnv (line 148) | class PreprocessEnv(gym.Wrapper):  # environment wrapper
    method __init__ (line 149) | def __init__(self, env, if_print=True, if_norm=False):
    method reset_type (line 175) | def reset_type(self):
    method step_type (line 178) | def step_type(self, action) -> (np.ndarray, float, bool, dict):
    method reset_norm (line 181) | def reset_norm(self):
    method step_norm (line 190) | def step_norm(self, action) -> (np.ndarray, float, bool, dict):
  function get_gym_env_info (line 204) | def get_gym_env_info(env, if_print) -> (str, int, int, int, bool, float)...
  function get_avg_std__for_state_norm (line 266) | def get_avg_std__for_state_norm(env_name) -> (np.ndarray, np.ndarray):
  function demo_get_video_to_watch_gym_render (line 356) | def demo_get_video_to_watch_gym_render():
  function train_save_eval_watch (line 432) | def train_save_eval_watch():

FILE: elegantrl/evaluator.py
  class Evaluator (line 9) | class Evaluator:  # [ElegantRL.2021.10.13]
    method __init__ (line 10) | def __init__(self, cwd, agent_id, eval_env, eval_gap, eval_times1, eva...
    method evaluate_and_save (line 33) | def evaluate_and_save(self, act, steps, r_exp, log_tuple) -> (bool, bo...
    method get_r_avg_std_s_avg_std (line 87) | def get_r_avg_std_s_avg_std(rewards_steps_list):
    method save_or_load_recoder (line 93) | def save_or_load_recoder(self, if_save):
    method draw_plot (line 101) | def draw_plot(self):
  function get_episode_return_and_step (line 116) | def get_episode_return_and_step(env, act) -> (float, int):  # [ElegantRL...
  function save_learning_curve (line 149) | def save_learning_curve(recorder=None, cwd='.', save_title='learning cur...

FILE: elegantrl/net.py
  class QNet (line 10) | class QNet(nn.Module):  # nn.Module is a standard PyTorch Network
    method __init__ (line 11) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 18) | def forward(self, state):
  class QNetDuel (line 22) | class QNetDuel(nn.Module):  # Dueling DQN
    method __init__ (line 23) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 32) | def forward(self, state):
  class QNetTwin (line 39) | class QNetTwin(nn.Module):  # Double DQN
    method __init__ (line 40) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 49) | def forward(self, state):
    method get_q1_q2 (line 53) | def get_q1_q2(self, state):
  class QNetTwinDuel (line 58) | class QNetTwinDuel(nn.Module):  # D3QN: Dueling Double DQN
    method __init__ (line 59) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 72) | def forward(self, state):
    method get_q1_q2 (line 78) | def get_q1_q2(self, state):
  class Actor (line 94) | class Actor(nn.Module):
    method __init__ (line 95) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 102) | def forward(self, state):
    method get_action (line 105) | def get_action(self, state, action_std):
  class ActorSAC (line 111) | class ActorSAC(nn.Module):
    method __init__ (line 112) | def __init__(self, mid_dim, state_dim, action_dim, if_use_dn=False):
    method forward (line 132) | def forward(self, state):
    method get_action (line 136) | def get_action(self, state):
    method get_action_logprob (line 142) | def get_action_logprob(self, state):
  class ActorPPO (line 181) | class ActorPPO(nn.Module):
    method __init__ (line 182) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 199) | def forward(self, state):
    method get_action (line 202) | def get_action(self, state):
    method get_logprob_entropy (line 210) | def get_logprob_entropy(self, state, action):
    method get_old_logprob (line 220) | def get_old_logprob(self, _action, noise):  # noise = action - a_noise
  class ActorDiscretePPO (line 225) | class ActorDiscretePPO(nn.Module):
    method __init__ (line 226) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 243) | def forward(self, state):
    method get_action (line 246) | def get_action(self, state):
    method get_logprob_entropy (line 255) | def get_logprob_entropy(self, state, a_int):
    method get_old_logprob (line 260) | def get_old_logprob(self, a_int, a_prob):
  class ActorBiConv (line 265) | class ActorBiConv(nn.Module):
    method __init__ (line 266) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 277) | def forward(self, state):
    method get_action (line 281) | def get_action(self, state, action_std):
  class Critic (line 290) | class Critic(nn.Module):
    method __init__ (line 291) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 298) | def forward(self, state, action):
  class CriticTwin (line 302) | class CriticTwin(nn.Module):  # shared parameter
    method __init__ (line 303) | def __init__(self, mid_dim, state_dim, action_dim, if_use_dn=False):
    method forward (line 322) | def forward(self, state, action):
    method get_q1_q2 (line 326) | def get_q1_q2(self, state, action):
  class CriticPPO (line 331) | class CriticPPO(nn.Module):
    method __init__ (line 332) | def __init__(self, mid_dim, state_dim, _action_dim):
    method forward (line 345) | def forward(self, state):
  class CriticTwinPPO (line 349) | class CriticTwinPPO(nn.Module):
    method __init__ (line 350) | def __init__(self, mid_dim, state_dim, _action_dim):
    method forward (line 366) | def forward(self, state):
    method get_q1_q2 (line 370) | def get_q1_q2(self, state):
  class CriticBiConv (line 375) | class CriticBiConv(nn.Module):
    method __init__ (line 376) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 400) | def forward(self, state, action):
  class ShareDPG (line 409) | class ShareDPG(nn.Module):  # DPG means deterministic policy gradient
    method __init__ (line 410) | def __init__(self, state_dim, action_dim, mid_dim):
    method add_noise (line 429) | def add_noise(a, noise_std):
    method forward (line 439) | def forward(self, s, noise_std=0.0):  # actor
    method critic (line 445) | def critic(self, s, a):
    method next_q_action (line 452) | def next_q_action(self, s, s_next, noise_std):
  class ShareSPG (line 473) | class ShareSPG(nn.Module):  # SPG means stochastic policy gradient
    method __init__ (line 474) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 505) | def forward(self, s):
    method get_action (line 511) | def get_action(self, s):
    method get_action_logprob (line 522) | def get_action_logprob(self, state):  # actor
    method get_q_logprob (line 539) | def get_q_logprob(self, state):
    method get_q1_q2 (line 561) | def get_q1_q2(self, s, a):  # critic
  class SharePPO (line 570) | class SharePPO(nn.Module):  # Pixel-level state version
    method __init__ (line 571) | def __init__(self, state_dim, action_dim, mid_dim):
    method forward (line 595) | def forward(self, s):
    method get_action_noise (line 600) | def get_action_noise(self, state):
    method get_q_logprob (line 610) | def get_q_logprob(self, state, noise):
    method get_q1_q2_logprob (line 617) | def get_q1_q2_logprob(self, state, action):
  class ShareBiConv (line 629) | class ShareBiConv(nn.Module):
    method __init__ (line 630) | def __init__(self, mid_dim, state_dim, action_dim):
    method forward (line 663) | def forward(self, state):  # actor
    method critic (line 669) | def critic(self, state, action):
    method get_action (line 675) | def get_action(self, state, action_std):  # actor, get noisy action
  class NnReshape (line 686) | class NnReshape(nn.Module):
    method __init__ (line 687) | def __init__(self, *args):
    method forward (line 691) | def forward(self, x):
  class DenseNet (line 695) | class DenseNet(nn.Module):  # plan to hyper-param: layer_number
    method __init__ (line 696) | def __init__(self, lay_dim):
    method forward (line 703) | def forward(self, x1):  # x1.shape==(-1, lay_dim*1)
  class ConcatNet (line 709) | class ConcatNet(nn.Module):  # concatenate
    method __init__ (line 710) | def __init__(self, lay_dim):
    method forward (line 723) | def forward(self, x0):
  class ConvNet (line 731) | class ConvNet(nn.Module):  # pixel-level state encoder
    method __init__ (line 732) | def __init__(self, inp_dim, out_dim, image_size=224):
    method forward (line 758) | def forward(self, x):
  class BiConvNet (line 779) | class BiConvNet(nn.Module):
    method __init__ (line 780) | def __init__(self, mid_dim, inp_dim, out_dim):
    method forward (line 797) | def forward(self, state):
  function layer_norm (line 803) | def layer_norm(layer, std=1.0, bias_const=1e-6):
  class ActorSimplify (line 808) | class ActorSimplify:
    method __init__ (line 809) | def __init__(self, gpu_id, actor_net):
    method get_action (line 813) | def get_action(self, state: np.ndarray) -> np.ndarray:
  function check_actor_network (line 822) | def check_actor_network():
  function check_network (line 852) | def check_network():

FILE: elegantrl/replay.py
  class ReplayBuffer (line 9) | class ReplayBuffer:
    method __init__ (line 10) | def __init__(self, max_len, state_dim, action_dim, if_use_per, gpu_id=...
    method append_buffer (line 39) | def append_buffer(self, state, other):  # CPU array to CPU array
    method extend_buffer (line 51) | def extend_buffer(self, state, other):  # CPU array to CPU array
    method sample_batch (line 71) | def sample_batch(self, batch_size) -> tuple:
    method sample_batch_one_step (line 102) | def sample_batch_one_step(self, batch_size) -> tuple:
    method update_now_len (line 120) | def update_now_len(self):
    method print_state_norm (line 125) | def print_state_norm(self, neg_avg=None, div_std=None):  # non-essential
    method td_error_update (line 176) | def td_error_update(self, td_error):
    method save_or_load_history (line 179) | def save_or_load_history(self, cwd, if_save, buffer_id=0):
  class ReplayBufferMP (line 221) | class ReplayBufferMP:
    method __init__ (line 222) | def __init__(self, state_dim, action_dim, max_len, if_use_per, buffer_...
    method sample_batch (line 237) | def sample_batch(self, batch_size) -> list:
    method sample_batch_one_step (line 247) | def sample_batch_one_step(self, batch_size) -> list:
    method update_now_len (line 257) | def update_now_len(self):
    method print_state_norm (line 263) | def print_state_norm(self, neg_avg=None, div_std=None):  # non-essential
    method td_error_update (line 267) | def td_error_update(self, td_error):
    method save_or_load_history (line 272) | def save_or_load_history(self, cwd, if_save):
  class BinarySearchTree (line 277) | class BinarySearchTree:
    method __init__ (line 285) | def __init__(self, memo_len):
    method update_id (line 299) | def update_id(self, data_id, prob=10):  # 10 is max_prob
    method update_ids (line 311) | def update_ids(self, data_ids, prob=10):  # 10 is max_prob
    method get_leaf_id (line 328) | def get_leaf_id(self, v):
    method get_indices_is_weights (line 354) | def get_indices_is_weights(self, batch_size, beg, end):
    method td_error_update (line 368) | def td_error_update(self, td_error):  # td_error = (q-q).detach_().abs()

FILE: elegantrl/run.py
  class Arguments (line 17) | class Arguments:  # [ElegantRL.2021.10.21]
    method __init__ (line 18) | def __init__(self, env, agent):
    method init_before_training (line 70) | def init_before_training(self):
  function train_and_evaluate (line 115) | def train_and_evaluate(args, learner_id=0):
  function get_step_r_exp (line 221) | def get_step_r_exp(ten_reward):
  function train_and_evaluate_mp (line 228) | def train_and_evaluate_mp(args, agent_id=0):
  class PipeWorker (line 263) | class PipeWorker:
    method __init__ (line 264) | def __init__(self, env_num, worker_num):
    method explore0 (line 270) | def explore0(self, agent):
    method explore (line 278) | def explore(self, agent):
    method run (line 292) | def run(self, args, _comm_env, worker_id, learner_id):  # not elegant:...
  class PipeLearner (line 333) | class PipeLearner:
    method __init__ (line 334) | def __init__(self, learner_num):
    method comm_data (line 360) | def comm_data(self, data, learner_id, round_id):
    method comm_network_optim (line 370) | def comm_network_optim(self, agent, learner_id):
    method run0 (line 387) | def run0(self, args, comm_eva, comm_exp, learner_id=0):
    method run (line 467) | def run(self, args, comm_eva, comm_exp, learner_id=0):
  class PipeEvaluator (line 554) | class PipeEvaluator:  # [ElegantRL.10.21]
    method __init__ (line 555) | def __init__(self):
    method evaluate_and_save_mp (line 559) | def evaluate_and_save_mp(self, agent_act, steps, r_exp, logging_tuple):
    method run (line 570) | def run(self, args, _learner_id):
  function get_comm_data (line 689) | def get_comm_data(agent):
  function get_num_learner (line 708) | def get_num_learner(visible_gpu):
  function process_safely_terminate (line 715) | def process_safely_terminate(process):
  function get_optim_parameters (line 724) | def get_optim_parameters(optim):  # for avg_update_optim()
  function avg_update_optim (line 731) | def avg_update_optim(dst_optim, src_optim_param, device):
  function avg_update_net (line 737) | def avg_update_net(dst_net, src_net_param, device):

FILE: envs.py
  class WtEnv (line 15) | class WtEnv(Env):
    method __init__ (line 20) | def __init__(self,
    method _debug_ (line 64) | def _debug_(self):
    method __step__ (line 67) | def __step__(self):
    method close (line 76) | def close(self):
    method reset (line 81) | def reset(self):
    method step (line 137) | def step(self, action):
    method assets (line 146) | def assets(self):
    method analyst (line 149) | def analyst(self, iter: int):
    method analysts (line 160) | def analysts(self):
    method _name_ (line 164) | def _name_(self, iter):
    method __del__ (line 168) | def __del__(self):
  function __sub_process_worker__ (line 173) | def __sub_process_worker__(pipe: Pipe, _cmd_, _attr_, cli, kwargs):
  class WtSubProcessEnv (line 194) | class WtSubProcessEnv(Env):
    method __init__ (line 199) | def __init__(self, cli, **kwargs):
    method __do__ (line 208) | def __do__(self, cmd, **kwargs):
    method metadata (line 213) | def metadata(self):
    method reward_range (line 217) | def reward_range(self):
    method observation_space (line 221) | def observation_space(self):
    method action_space (line 225) | def action_space(self):
    method assets (line 229) | def assets(self):
    method reset (line 232) | def reset(self):
    method step (line 235) | def step(self, action):
    method close (line 239) | def close(self):
    method __del__ (line 242) | def __del__(self):

FILE: envs_simple_cta.py
  class SimpleCTAEnv (line 8) | class SimpleCTAEnv(WtEnv):
    method __init__ (line 9) | def __init__(self,
    method _debug_ (line 73) | def _debug_(self):
  class SimpleCTASubProcessEnv (line 78) | class SimpleCTASubProcessEnv(WtSubProcessEnv):
    method __init__ (line 79) | def __init__(self,

FILE: features.py
  class Feature (line 7) | class Feature():
    method __init__ (line 17) | def __init__(self, code: str, period: str, roll: int, assets: float = ...
    method securities (line 37) | def securities(self):
    method addSecurity (line 40) | def addSecurity(self, code: str):
    method _subscribe_ (line 45) | def _subscribe_(self, period: str, count: int = 1):
    method subscribe (line 51) | def subscribe(self, context: CtaContext):
    method _callback_ (line 67) | def _callback_(self, space: int, period: str, callback, reprocess: REP...
    method sigmoid (line 75) | def sigmoid(self, value, thresh=30):
    method observation (line 79) | def observation(self) -> dict:
    method calculate (line 91) | def calculate(self, context: CtaContext):
    method obs (line 145) | def obs(self):
    method price (line 149) | def price(self, period: str, reprocess: REPROCESS = MAXMIN):
    method volume (line 157) | def volume(self, period: str, reprocess: REPROCESS = MAXMIN):
  class Indicator (line 166) | class Indicator(Feature):
    method roc (line 167) | def roc(self, period: str, reprocess: REPROCESS = REPROCESS):
    method bollinger (line 179) | def bollinger(self, period: str, timeperiod=5, nbdevup=2, nbdevdn=2, r...
    method sar (line 191) | def sar(self, period: str, acceleration=0, maximum=0, reprocess: REPRO...
    method trange (line 201) | def trange(self, period: str, reprocess: REPROCESS = MAXMIN):
    method macd (line 212) | def macd(self, period: str, fastperiod: int = 12, slowperiod: int = 26...
    method rsi (line 221) | def rsi(self, period: str, fastperiod: int = 6, midperiod: int = 12, s...
    method dx (line 232) | def dx(self, period: str, timeperiod=14, reprocess: REPROCESS = MAXMIN):
    method obv (line 243) | def obv(self, period: str, reprocess: REPROCESS = MAXMIN):
    method kdj (line 253) | def kdj(self, period: str, fastk_period: int = 5, slowk_period: int = ...

FILE: reprocess.py
  class REPROCESS (line 5) | class REPROCESS():
    method n (line 7) | def n() -> int:  # 定义至少需要多少条数据才能计算
    method calculate (line 11) | def calculate(data: np.ndarray) -> np.ndarray:  # 计算方法
  class ZSCORE (line 15) | class ZSCORE(REPROCESS):
    method n (line 17) | def n() -> int:
    method calculate (line 21) | def calculate(data: np.ndarray) -> np.ndarray:
  class ZFILTER (line 25) | class ZFILTER(REPROCESS):
    method n (line 30) | def n() -> int:
    method calculate (line 34) | def calculate(data: np.ndarray) -> np.ndarray:
  class MAXMIN (line 39) | class MAXMIN(REPROCESS):
    method n (line 41) | def n() -> int:
    method calculate (line 45) | def calculate(data: np.ndarray) -> np.ndarray:

FILE: run_toy.py
  class SimpleRunner (line 3) | class SimpleRunner(Runner):
    method test (line 4) | def test(self):

FILE: runner.py
  class Runner (line 3) | class Runner():
    method debug (line 4) | def debug(self):
    method train (line 6) | def train(self):
    method test (line 8) | def test(self):
  function entry (line 14) | def entry(ctx, obj:Runner=Runner()):
  function debug (line 20) | def debug(ctx):
  function train (line 25) | def train(ctx):
  function test (line 30) | def test(ctx):

FILE: stoppers.py
  class Stopper (line 1) | class Stopper():
  class SimpleStopper (line 5) | class SimpleStopper(Stopper):

FILE: strategies.py
  class StateTransfer (line 11) | class StateTransfer():
    method Name (line 14) | def Name() -> str:
    method EngineType (line 19) | def EngineType() -> int:
    method Action (line 24) | def Action(size: int) -> dict:
    method setAction (line 28) | def setAction(self, action):
    method __init__ (line 31) | def __init__(self, feature: Feature, assessment: Assessment, stopper: ...
  class SimpleCTA (line 39) | class SimpleCTA(BaseCtaStrategy, StateTransfer):
    method Name (line 41) | def Name() -> str:
    method EngineType (line 45) | def EngineType() -> int:
    method Action (line 49) | def Action(size: int) -> Space:
    method setAction (line 55) | def setAction(self, action):
    method __init__ (line 68) | def __init__(self, name: str, feature: Feature, assessment: Assessment...
    method on_init (line 75) | def on_init(self, context: CtaContext):
    method on_session_begin (line 80) | def on_session_begin(self, context: CtaContext, curTDate: int):
    method on_backtest_end (line 84) | def on_backtest_end(self, context: CtaContext):
    method on_calculate (line 88) | def on_calculate(self, context: CtaContext):
    method on_calculate_done (line 94) | def on_calculate_done(self, context: CtaContext):

FILE: wtpy/CodeHelper.py
  class CodeHelper (line 3) | class CodeHelper:
    method isStdStkCode (line 6) | def isStdStkCode(stdCode:str) -> bool:
    method stdCodeToStdCommID (line 14) | def stdCodeToStdCommID(stdCode:str) -> str:
    method stdStkCodeToStdCommID (line 21) | def stdStkCodeToStdCommID(stdCode:str) -> str:
    method stdFutCodeToStdCommID (line 26) | def stdFutCodeToStdCommID(stdCode:str) -> str:

FILE: wtpy/ContractMgr.py
  class ContractInfo (line 3) | class ContractInfo:
    method __init__ (line 5) | def __init__(self):
  class ContractMgr (line 12) | class ContractMgr:
    method __init__ (line 14) | def __init__(self):
    method load (line 17) | def load(self, fname:str):
    method getContractInfo (line 46) | def getContractInfo(self, stdCode:str) -> ContractInfo:
    method getTotalCodes (line 58) | def getTotalCodes(self) -> list:

FILE: wtpy/CtaContext.py
  class CtaContext (line 9) | class CtaContext:
    method __init__ (line 19) | def __init__(self, id:int, stra, wrapper: WtWrapper, engine):
    method id (line 32) | def id(self):
    method write_indicator (line 35) | def write_indicator(self, tag:str, time:int, data:dict):
    method on_init (line 44) | def on_init(self):
    method on_session_begin (line 50) | def on_session_begin(self, curTDate:int):
    method on_session_end (line 58) | def on_session_end(self, curTDate:int):
    method on_backtest_end (line 66) | def on_backtest_end(self):
    method on_getticks (line 72) | def on_getticks(self, stdCode:str, newTicks:list, isLast:bool):
    method on_getpositions (line 79) | def on_getpositions(self, stdCode:str, qty:float, isLast:bool):
    method on_getbars (line 84) | def on_getbars(self, stdCode:str, period:str, newBars:list, isLast:bool):
    method on_tick (line 91) | def on_tick(self, stdCode:str, newTick):
    method on_bar (line 95) | def on_bar(self, stdCode:str, period:str, newBar:dict):
    method on_calculate (line 118) | def on_calculate(self):
    method on_calculate_done (line 121) | def on_calculate_done(self):
    method stra_log_text (line 124) | def stra_log_text(self, message:str):
    method stra_get_tdate (line 131) | def stra_get_tdate(self):
    method stra_get_date (line 138) | def stra_get_date(self):
    method stra_get_position_avgpx (line 145) | def stra_get_position_avgpx(self, stdCode:str = "") -> float:
    method stra_get_position_profit (line 153) | def stra_get_position_profit(self, stdCode:str = "") -> float:
    method stra_get_fund_data (line 161) | def stra_get_fund_data(self, flag:int = 0) -> float:
    method stra_get_time (line 169) | def stra_get_time(self):
    method stra_get_price (line 176) | def stra_get_price(self, stdCode:str):
    method stra_get_all_position (line 183) | def stra_get_all_position(self):
    method stra_get_bars (line 191) | def stra_get_bars(self, stdCode:str, period:str, count:int, isMain:boo...
    method stra_get_ticks (line 215) | def stra_get_ticks(self, stdCode:str, count:int) -> WtHftData:
    method stra_sub_ticks (line 229) | def stra_sub_ticks(self, stdCode:str):
    method stra_get_position (line 237) | def stra_get_position(self, stdCode:str = "", usertag:str = ""):
    method stra_set_position (line 246) | def stra_set_position(self, stdCode:str, qty:float, usertag:str = "", ...
    method stra_enter_long (line 256) | def stra_enter_long(self, stdCode:str, qty:float, usertag:str = "", li...
    method stra_exit_long (line 266) | def stra_exit_long(self, stdCode:str, qty:float, usertag:str = "", lim...
    method stra_enter_short (line 276) | def stra_enter_short(self, stdCode:str, qty:float, usertag:str = "", l...
    method stra_exit_short (line 286) | def stra_exit_short(self, stdCode:str, qty:float, usertag:str = "", li...
    method stra_get_last_entrytime (line 296) | def stra_get_last_entrytime(self, stdCode:str):
    method stra_get_last_exittime (line 304) | def stra_get_last_exittime(self, stdCode:str):
    method stra_get_first_entrytime (line 312) | def stra_get_first_entrytime(self, stdCode:str):
    method user_save_data (line 321) | def user_save_data(self, key:str, val):
    method user_load_data (line 329) | def user_load_data(self, key:str, defVal = None, vType = float):
    method stra_get_detail_profit (line 342) | def stra_get_detail_profit(self, stdCode:str, usertag:str, flag:int = 0):
    method stra_get_detail_cost (line 352) | def stra_get_detail_cost(self, stdCode:str, usertag:str):
    method stra_get_detail_entertime (line 361) | def stra_get_detail_entertime(self, stdCode:str, usertag:str):
    method stra_get_comminfo (line 370) | def stra_get_comminfo(self, stdCode:str):
    method stra_get_sessinfo (line 380) | def stra_get_sessinfo(self, stdCode:str):

FILE: wtpy/ExtModuleDefs.py
  class BaseExtParser (line 3) | class BaseExtParser:
    method __init__ (line 7) | def __init__(self, id:str):
    method id (line 15) | def id(self) -> str:
    method init (line 18) | def init(self, engine):
    method connect (line 25) | def connect(self):
    method disconnect (line 31) | def disconnect(self):
    method release (line 37) | def release(self):
    method subscribe (line 43) | def subscribe(self, fullCode:str):
    method unsubscribe (line 50) | def unsubscribe(self, fullCode:str):
  class BaseExtExecuter (line 58) | class BaseExtExecuter:
    method __init__ (line 63) | def __init__(self, id:str, scale:float):
    method id (line 74) | def id(self):
    method init (line 77) | def init(self):
    method set_position (line 80) | def set_position(self, stdCode:str, targetPos:float):

FILE: wtpy/ExtToolDefs.py
  function fileToJson (line 5) | def fileToJson(filename, encoding="utf-8"):
  class BaseIndexWriter (line 14) | class BaseIndexWriter:
    method __init__ (line 19) | def __init__(self):
    method write_indicator (line 22) | def write_indicator(self, id:str, tag:str, time:int, data:dict):
  class BaseDataReporter (line 33) | class BaseDataReporter:
    method __init__ (line 41) | def __init__(self, id:str):
    method init (line 46) | def init(self):
    method rpt_portfolio_rt_data_impl (line 58) | def rpt_portfolio_rt_data_impl(self, rtData):
    method rpt_strategy_rt_data_impl (line 61) | def rpt_strategy_rt_data_impl(self, rtData):
    method rpt_init_data_impl (line 64) | def rpt_init_data_impl(self, initData):
    method __do_report_rt_data__ (line 67) | def __do_report_rt_data__(self):
    method __task_loop__ (line 85) | def __task_loop__(self):
    method __start__ (line 99) | def __start__(self):
    method __do_report_init_data__ (line 106) | def __do_report_init_data__(self):
    method __do_report_settle_data__ (line 112) | def __do_report_settle_data__(self):
    method report_rt_data (line 115) | def report_rt_data(self):
    method report_settle_data (line 121) | def report_settle_data(self):
    method report_init_data (line 126) | def report_init_data(self):

FILE: wtpy/HftContext.py
  class HftContext (line 9) | class HftContext:
    method __init__ (line 19) | def __init__(self, id:int, stra, wrapper: WtWrapper, engine):
    method id (line 34) | def id(self):
    method on_init (line 37) | def on_init(self):
    method on_session_begin (line 43) | def on_session_begin(self, curTDate:int):
    method on_session_end (line 51) | def on_session_end(self, curTDate:int):
    method on_backtest_end (line 59) | def on_backtest_end(self):
    method on_getticks (line 65) | def on_getticks(self, stdCode:str, newTicks:list, isLast:bool):
    method on_getbars (line 72) | def on_getbars(self, stdCode:str, period:str, newBars:list, isLast:bool):
    method on_tick (line 79) | def on_tick(self, stdCode:str, newTick:dict):
    method on_order_queue (line 82) | def on_order_queue(self, stdCode:str, newOrdQue:dict):
    method on_get_order_queue (line 85) | def on_get_order_queue(self, stdCode:str, newOdrQues:list, isLast:bool):
    method on_order_detail (line 91) | def on_order_detail(self, stdCode:str, newOrdDtl:dict):
    method on_get_order_detail (line 94) | def on_get_order_detail(self, stdCode:str, newOrdDtls:list, isLast:bool):
    method on_transaction (line 100) | def on_transaction(self, stdCode:str, newTrans:dict):
    method on_get_transaction (line 103) | def on_get_transaction(self, stdCode:str, newTranses:list, isLast:bool):
    method on_channel_ready (line 109) | def on_channel_ready(self):
    method on_channel_lost (line 112) | def on_channel_lost(self):
    method on_entrust (line 115) | def on_entrust(self, localid:int, stdCode:str, bSucc:bool, msg:str, us...
    method on_order (line 118) | def on_order(self, localid:int, stdCode:str, isBuy:bool, totalQty:floa...
    method on_trade (line 121) | def on_trade(self, localid:int, stdCode:str, isBuy:bool, qty:float, pr...
    method on_bar (line 124) | def on_bar(self, code:str, period:str, newBar:dict):
    method stra_log_text (line 146) | def stra_log_text(self, message:str):
    method stra_get_date (line 153) | def stra_get_date(self):
    method stra_get_time (line 160) | def stra_get_time(self):
    method stra_get_secs (line 167) | def stra_get_secs(self):
    method stra_get_price (line 174) | def stra_get_price(self, code):
    method stra_get_bars (line 181) | def stra_get_bars(self, code:str, period:str, count:int) -> WtKlineData:
    method stra_get_ticks (line 205) | def stra_get_ticks(self, code:str, count:int) -> WtHftData:
    method stra_get_order_queue (line 219) | def stra_get_order_queue(self, code:str, count:int) -> WtHftData:
    method stra_get_order_detail (line 233) | def stra_get_order_detail(self, code:str, count:int) -> WtHftData:
    method stra_get_transaction (line 247) | def stra_get_transaction(self, code:str, count:int) -> WtHftData:
    method stra_get_position (line 261) | def stra_get_position(self, code:str = ""):
    method stra_get_position_profit (line 269) | def stra_get_position_profit(self, code:str = ""):
    method stra_get_undone (line 277) | def stra_get_undone(self, stdCode:str):
    method user_save_data (line 281) | def user_save_data(self, key:str, val):
    method user_load_data (line 289) | def user_load_data(self, key:str, defVal = None, vType = float):
    method stra_get_comminfo (line 302) | def stra_get_comminfo(self, code:str):
    method stra_sub_ticks (line 312) | def stra_sub_ticks(self, stdCode:str):
    method stra_cancel (line 320) | def stra_cancel(self, localid:int):
    method stra_cancel_all (line 328) | def stra_cancel_all(self, stdCode:str, isBuy:bool):
    method stra_buy (line 345) | def stra_buy(self, stdCode:str, price:float, qty:float, userTag:str):
    method stra_sell (line 363) | def stra_sell(self, stdCode:str, price:float, qty:float, userTag:str):

FILE: wtpy/ProductMgr.py
  class ProductInfo (line 3) | class ProductInfo:
    method __init__ (line 8) | def __init__(self):
  class ProductMgr (line 19) | class ProductMgr:
    method __init__ (line 23) | def __init__(self):
    method load (line 27) | def load(self, fname:str):
    method getProductInfo (line 55) | def getProductInfo(self, pid:str) -> ProductInfo:

FILE: wtpy/SelContext.py
  class SelContext (line 9) | class SelContext:
    method __init__ (line 19) | def __init__(self, id:int, stra, wrapper: WtWrapper, engine):
    method write_indicator (line 31) | def write_indicator(self, tag, time, data):
    method on_init (line 40) | def on_init(self):
    method on_session_begin (line 46) | def on_session_begin(self, curTDate:int):
    method on_session_end (line 54) | def on_session_end(self, curTDate:int):
    method on_backtest_end (line 62) | def on_backtest_end(self):
    method on_getticks (line 68) | def on_getticks(self, stdCode:str, newTicks:list, isLast:bool):
    method on_getpositions (line 75) | def on_getpositions(self, stdCode:str, qty:float, isLast:bool):
    method on_getbars (line 80) | def on_getbars(self, stdCode:str, period:str, newBars:list, isLast:bool):
    method on_tick (line 87) | def on_tick(self, stdCode:str, newTick):
    method on_bar (line 90) | def on_bar(self, stdCode:str, period:str, newBar:dict):
    method on_calculate (line 93) | def on_calculate(self):
    method on_calculate_done (line 96) | def on_calculate_done(self):
    method stra_log_text (line 99) | def stra_log_text(self, message:str):
    method stra_get_date (line 106) | def stra_get_date(self):
    method stra_get_time (line 113) | def stra_get_time(self):
    method stra_get_price (line 120) | def stra_get_price(self, stdCode):
    method stra_get_all_position (line 127) | def stra_get_all_position(self):
    method stra_get_bars (line 135) | def stra_get_bars(self, stdCode:str, period:str, count:int) -> WtKline...
    method stra_get_ticks (line 158) | def stra_get_ticks(self, stdCode:str, count:int) -> WtHftData:
    method stra_sub_ticks (line 172) | def stra_sub_ticks(self, stdCode:str):
    method stra_get_position (line 179) | def stra_get_position(self, stdCode:str = "", usertag:str = "") -> float:
    method stra_set_position (line 188) | def stra_set_position(self, stdCode:str, qty:float, usertag:str = ""):
    method user_save_data (line 197) | def user_save_data(self, key:str, val):
    method user_load_data (line 205) | def user_load_data(self, key:str, defVal = None, vType = float):
    method stra_get_comminfo (line 218) | def stra_get_comminfo(self, stdCode:str):
    method stra_get_sessioninfo (line 228) | def stra_get_sessioninfo(self, stdCode:str):
    method stra_get_contract (line 238) | def stra_get_contract(self, stdCode:str):
    method stra_get_all_codes (line 248) | def stra_get_all_codes(self):

FILE: wtpy/SessionMgr.py
  class SectionInfo (line 4) | class SectionInfo:
    method __init__ (line 6) | def __init__(self):
  class SessionInfo (line 10) | class SessionInfo:
    method __init__ (line 12) | def __init__(self):
    method toString (line 20) | def toString(self):
    method offsetTime (line 42) | def offsetTime(self, rawTime:int):
    method originalTime (line 52) | def originalTime(self, offTime:int):
    method getOpenTime (line 62) | def getOpenTime(self, bOffset:bool = False):
    method getCloseTime (line 72) | def getCloseTime(self, bOffset:bool = False):
    method getTradingMins (line 82) | def getTradingMins(self):
    method getTradingSecs (line 95) | def getTradingSecs(self):
    method isLastOfSection (line 99) | def isLastOfSection(self, rawTime:int):
    method isInTradingTime (line 108) | def	isInTradingTime(self, rawTime:int, bStrict:bool = False):
    method isFirstOfSection (line 118) | def isFirstOfSection(self, rawTime:int):
    method timeToMinutes (line 127) | def timeToMinutes(self, rawTime:int):
    method minutesToTime (line 152) | def minutesToTime(self, minutes:int, bHeadFirst:bool = False):
  class SessionMgr (line 184) | class SessionMgr:
    method __init__ (line 186) | def __init__(self):
    method load (line 191) | def load(self, fname:int):
    method getSession (line 220) | def getSession(self, sid:str) -> SessionInfo:

FILE: wtpy/StrategyDefs.py
  class BaseCtaStrategy (line 3) | class BaseCtaStrategy:
    method __init__ (line 8) | def __init__(self, name:str):
    method name (line 12) | def name(self) -> str:
    method on_init (line 16) | def on_init(self, context:CtaContext):
    method on_session_begin (line 25) | def on_session_begin(self, context:CtaContext, curTDate:int):
    method on_session_end (line 33) | def on_session_end(self, context:CtaContext, curTDate:int):
    method on_calculate (line 41) | def on_calculate(self, context:CtaContext):
    method on_calculate_done (line 49) | def on_calculate_done(self, context:CtaContext):
    method on_tick (line 58) | def on_tick(self, context:CtaContext, stdCode:str, newTick:dict):
    method on_bar (line 70) | def on_bar(self, context:CtaContext, stdCode:str, period:str, newBar:d...
    method on_backtest_end (line 81) | def on_backtest_end(self, context:CtaContext):
  class BaseHftStrategy (line 89) | class BaseHftStrategy:
    method __init__ (line 94) | def __init__(self, name:str):
    method name (line 98) | def name(self) -> str:
    method on_init (line 102) | def on_init(self, context:HftContext):
    method on_session_begin (line 111) | def on_session_begin(self, context:HftContext, curTDate:int):
    method on_session_end (line 119) | def on_session_end(self, context:HftContext, curTDate:int):
    method on_backtest_end (line 127) | def on_backtest_end(self, context:CtaContext):
    method on_tick (line 135) | def on_tick(self, context:HftContext, stdCode:str, newTick:dict):
    method on_order_detail (line 145) | def on_order_detail(self, context:HftContext, stdCode:str, newOrdQue:d...
    method on_order_queue (line 155) | def on_order_queue(self, context:HftContext, stdCode:str, newOrdQue:di...
    method on_transaction (line 165) | def on_transaction(self, context:HftContext, stdCode:str, newTrans:dict):
    method on_bar (line 175) | def on_bar(self, context:HftContext, stdCode:str, period:str, newBar:d...
    method on_channel_ready (line 186) | def on_channel_ready(self, context:HftContext):
    method on_channel_lost (line 194) | def on_channel_lost(self, context:HftContext):
    method on_entrust (line 202) | def on_entrust(self, context:HftContext, localid:int, stdCode:str, bSu...
    method on_order (line 214) | def on_order(self, context:HftContext, localid:int, stdCode:str, isBuy...
    method on_trade (line 228) | def on_trade(self, context:HftContext, localid:int, stdCode:str, isBuy...
  class BaseSelStrategy (line 240) | class BaseSelStrategy:
    method __init__ (line 245) | def __init__(self, name:str):
    method name (line 249) | def name(self) -> str:
    method on_init (line 253) | def on_init(self, context:SelContext):
    method on_session_begin (line 262) | def on_session_begin(self, context:SelContext, curTDate:int):
    method on_session_end (line 270) | def on_session_end(self, context:SelContext, curTDate:int):
    method on_calculate (line 278) | def on_calculate(self, context:SelContext):
    method on_calculate_done (line 285) | def on_calculate_done(self, context:SelContext):
    method on_backtest_end (line 292) | def on_backtest_end(self, context:CtaContext):
    method on_tick (line 300) | def on_tick(self, context:SelContext, stdCode:str, newTick:dict):
    method on_bar (line 311) | def on_bar(self, context:SelContext, stdCode:str, period:str, newBar:d...

FILE: wtpy/WtBtEngine.py
  class WtBtEngine (line 21) | class WtBtEngine:
    method __init__ (line 23) | def __init__(self, eType:EngineType = EngineType.ET_CTA, logCfg:str = ...
    method __check_config__ (line 42) | def __check_config__(self):
    method set_writer (line 60) | def set_writer(self, writer:BaseIndexWriter):
    method write_indicator (line 66) | def write_indicator(self, id, tag, time, data):
    method init (line 73) | def init(self, folder:str, cfgfile:str = "configbt.json", commfile:str...
    method configMocker (line 101) | def configMocker(self, name:str):
    method configBacktest (line 107) | def configBacktest(self, stime:int, etime:int):
    method configBTStorage (line 116) | def configBTStorage(self, mode:str, path:str = None, dbcfg:dict = None):
    method setExternalCtaStrategy (line 127) | def setExternalCtaStrategy(self, id:str, module:str, typeName:str, par...
    method setExternalHftStrategy (line 144) | def setExternalHftStrategy(self, id:str, module:str, typeName:str, par...
    method commitBTConfig (line 161) | def commitBTConfig(self):
    method getSessionByCode (line 179) | def getSessionByCode(self, code:str) -> SessionInfo:
    method getSessionByName (line 192) | def getSessionByName(self, sname:str) -> SessionInfo:
    method getProductInfo (line 199) | def getProductInfo(self, code:str) -> ProductInfo:
    method getContractInfo (line 206) | def getContractInfo(self, code:str) -> ContractInfo:
    method getAllCodes (line 213) | def getAllCodes(self) -> list:
    method set_time_range (line 219) | def set_time_range(self, beginTime:int, endTime:int):
    method set_cta_strategy (line 227) | def set_cta_strategy(self, strategy:BaseCtaStrategy, slippage:int = 0,...
    method set_hft_strategy (line 237) | def set_hft_strategy(self, strategy:BaseHftStrategy, hook:bool = False):
    method set_sel_strategy (line 246) | def set_sel_strategy(self, strategy:BaseSelStrategy, date:int=0, time:...
    method get_context (line 254) | def get_context(self, id:int):
    method run_backtest (line 257) | def run_backtest(self, bAsync:bool = False, bNeedDump:bool = True):
    method cta_step (line 268) | def cta_step(self, remark:str = "") -> bool:
    method hft_step (line 276) | def hft_step(self):
    method stop_backtest (line 282) | def stop_backtest(self):
    method release_backtest (line 288) | def release_backtest(self):
    method on_init (line 294) | def on_init(self):
    method on_schedule (line 297) | def on_schedule(self, date:int, time:int, taskid:int = 0):
    method on_session_begin (line 300) | def on_session_begin(self, date:int):
    method on_session_end (line 303) | def on_session_end(self, date:int):
    method on_backtest_end (line 306) | def on_backtest_end(self):
    method clear_cache (line 312) | def clear_cache(self):

FILE: wtpy/WtCoreDefs.py
  class WTSStruct (line 13) | class WTSStruct(Structure):
    method fields (line 15) | def fields(self) -> list:
    method values (line 19) | def values(self) -> tuple:
    method to_dict (line 23) | def to_dict(self) -> dict:
  class WTSTickStruct (line 26) | class WTSTickStruct(WTSStruct):
    method fields (line 63) | def fields(self) -> list:
  class WTSBarStruct (line 74) | class WTSBarStruct(WTSStruct):
  class WTSTransStruct (line 91) | class WTSTransStruct(WTSStruct):
  class WTSOrdQueStruct (line 112) | class WTSOrdQueStruct(WTSStruct):
  class WTSOrdDtlStruct (line 130) | class WTSOrdDtlStruct(WTSStruct):
  class CacheList (line 149) | class CacheList(list):
    method to_record (line 150) | def to_record(self) -> np.recarray:
    method to_pandas (line 156) | def to_pandas(self) -> pd.DataFrame:
  class BarList (line 159) | class BarList(CacheList):
    method on_read_bar (line 160) | def on_read_bar(self, curBar:POINTER(WTSBarStruct), count:int, isLast:...
    method on_data_count (line 168) | def on_data_count(self, count:int):
  class TickList (line 171) | class TickList(CacheList):
    method on_read_tick (line 172) | def on_read_tick(self, curTick:POINTER(WTSTickStruct), count:int, isLa...
    method on_data_count (line 180) | def on_data_count(self, count:int):
  class EngineType (line 237) | class EngineType(Enum):

FILE: wtpy/WtDataDefs.py
  class WtKlineData (line 4) | class WtKlineData:
    method __init__ (line 5) | def __init__(self, size:int, bAlloc:bool = True):
    method append_bar (line 24) | def append_bar(self, newBar:dict):
    method is_empty (line 45) | def is_empty(self) -> bool:
    method clear (line 48) | def clear(self):
    method get_bar (line 58) | def get_bar(self, iLoc:int = -1) -> dict:
    method slice (line 72) | def slice(self, iStart:int = 0, iEnd:int = -1, bCopy:bool = False):
    method to_df (line 98) | def to_df(self) -> DataFrame:
  class WtHftData (line 110) | class WtHftData:
    method __init__ (line 111) | def __init__(self, capacity:int):
    method append_item (line 117) | def append_item(self, newItem:dict):
    method is_empty (line 127) | def is_empty(self) -> bool:
    method clear (line 130) | def clear(self):
    method get_item (line 134) | def get_item(self, iLoc:int=-1) -> dict:
    method to_df (line 140) | def to_df(self) -> DataFrame:

FILE: wtpy/WtDtEngine.py
  class WtDtEngine (line 6) | class WtDtEngine:
    method __init__ (line 8) | def __init__(self):
    method initialize (line 12) | def initialize(self, cfgfile:str = "dtcfg.json", logprofile:str = "log...
    method run (line 20) | def run(self):
    method add_exetended_parser (line 26) | def add_exetended_parser(self, parser:BaseExtParser):
    method get_extended_parser (line 36) | def get_extended_parser(self, id:str)->BaseExtParser:
    method push_quote_from_extended_parser (line 44) | def push_quote_from_extended_parser(self, id:str, newTick, bNeedSlice:...

FILE: wtpy/WtDtServo.py
  function pack_rsp (line 14) | def pack_rsp(obj):
  function parse_data (line 19) | def parse_data():
  function get_param (line 30) | def get_param(json_data, key:str, type=str, defVal = ""):
  function httpPost (line 36) | def httpPost(url, datas:dict, encoding='utf-8') -> dict:
  class WtDtServo (line 58) | class WtDtServo:
    method __init__ (line 61) | def __init__(self):
    method __check_config__ (line 68) | def __check_config__(self):
    method setRemoteUrl (line 89) | def setRemoteUrl(self, url:str="http://127.0.0.1:8081"):
    method setBasefiles (line 97) | def setBasefiles(self, commfile:str="./common/commodities.json", contr...
    method setStorage (line 110) | def setStorage(self, path:str = "./storage/"):
    method commitConfig (line 113) | def commitConfig(self):
    method __server_impl__ (line 128) | def __server_impl__(self, port:int, host:str):
    method runServer (line 131) | def runServer(self, port:int = 8081, host="0.0.0.0", bSync:bool = True):
    method get_bars (line 232) | def get_bars(self, stdCode:str, period:str, fromTime:int = None, dataC...
    method get_ticks (line 250) | def get_ticks(self, stdCode:str, fromTime:int = None, dataCount:int = ...
  class WtDtRemoteServo (line 267) | class WtDtRemoteServo:
    method __init__ (line 269) | def __init__(self, url:str="http://127.0.0.1:8081"):
    method get_bars (line 272) | def get_bars(self, stdCode:str, period:str, fromTime:int = None, dataC...
    method get_ticks (line 319) | def get_ticks(self, stdCode:str, fromTime:int = None, dataCount:int = ...

FILE: wtpy/WtEngine.py
  class WtEngine (line 19) | class WtEngine:
    method __init__ (line 24) | def __init__(self, eType:EngineType, logCfg:str = "logcfg.json", genDi...
    method __check_config__ (line 57) | def __check_config__(self):
    method getEngineType (line 73) | def getEngineType(self):
    method add_exetended_parser (line 76) | def add_exetended_parser(self, parser:BaseExtParser):
    method add_exetended_executer (line 83) | def add_exetended_executer(self, executer:BaseExtExecuter):
    method get_extended_parser (line 90) | def get_extended_parser(self, id:str)->BaseExtParser:
    method get_extended_executer (line 95) | def get_extended_executer(self, id:str)->BaseExtExecuter:
    method push_quote_from_extended_parser (line 100) | def push_quote_from_extended_parser(self, id:str, newTick, bNeedSlice:...
    method set_writer (line 103) | def set_writer(self, writer:BaseIndexWriter):
    method write_indicator (line 109) | def write_indicator(self, id:str, tag:str, time:int, data:dict):
    method set_data_reporter (line 116) | def set_data_reporter(self, reporter:BaseDataReporter):
    method init (line 122) | def init(self, folder:str, cfgfile:str = "config.json", commfile:str="...
    method configEngine (line 150) | def configEngine(self, name:str, mode:str = "product"):
    method addExternalCtaStrategy (line 157) | def addExternalCtaStrategy(self, id:str, params:dict):
    method addExternalHftStrategy (line 170) | def addExternalHftStrategy(self, id:str, params:dict):
    method configStorage (line 183) | def configStorage(self, path:str, module:str=""):
    method commitConfig (line 191) | def commitConfig(self):
    method regCtaStraFactories (line 209) | def regCtaStraFactories(self, factFolder:str):
    method regHftStraFactories (line 217) | def regHftStraFactories(self, factFolder:str):
    method regExecuterFactories (line 225) | def regExecuterFactories(self, factFolder:str):
    method addExecuter (line 233) | def addExecuter(self, id:str, trader:str, policies:dict, scale:int = 1):
    method addTrader (line 247) | def addTrader(self, id:str, params:dict):
    method getSessionByCode (line 257) | def getSessionByCode(self, stdCode:str) -> SessionInfo:
    method getSessionByName (line 269) | def getSessionByName(self, sname:str) -> SessionInfo:
    method getProductInfo (line 276) | def getProductInfo(self, stdCode:str) -> ProductInfo:
    method getContractInfo (line 283) | def getContractInfo(self, stdCode:str) -> ContractInfo:
    method getAllCodes (line 290) | def getAllCodes(self) -> list:
    method add_cta_strategy (line 296) | def add_cta_strategy(self, strategy:BaseCtaStrategy):
    method add_hft_strategy (line 304) | def add_hft_strategy(self, strategy:BaseHftStrategy, trader:str, agent...
    method add_sel_strategy (line 312) | def add_sel_strategy(self, strategy:BaseSelStrategy, date:int, time:in...
    method get_context (line 316) | def get_context(self, id:int):
    method run (line 337) | def run(self):
    method release (line 346) | def release(self):
    method on_init (line 352) | def on_init(self):
    method on_schedule (line 357) | def on_schedule(self, date:int, time:int, taskid:int = 0):
    method on_session_begin (line 362) | def on_session_begin(self, date:int):
    method on_session_end (line 366) | def on_session_end(self, date:int):

FILE: wtpy/WtMsgQue.py
  class WtMQServer (line 4) | class WtMQServer:
    method __init__ (line 6) | def __init__(self):
    method init (line 9) | def init(self, wrapper:WtMQWrapper, id:int):
    method publish_message (line 13) | def publish_message(self, topic:str, message:str):
  class WtMQClient (line 19) | class WtMQClient:
    method __init__ (line 21) | def __init__(self):
    method init (line 24) | def init(self, wrapper:WtMQWrapper, id:int):
    method start (line 28) | def start(self):
    method subscribe (line 34) | def subscribe(self, topic:str):
    method on_mq_message (line 39) | def on_mq_message(self, topic:str, message:str, dataLen:int):
  class WtMsgQue (line 43) | class WtMsgQue:
    method __init__ (line 45) | def __init__(self) -> None:
    method get_client (line 52) | def get_client(self, client_id:int) -> WtMQClient:
    method on_mq_message (line 58) | def on_mq_message(self, client_id:int, topic:str, message:str, dataLen...
    method add_mq_server (line 65) | def add_mq_server(self, url:str, server:WtMQServer = None) -> WtMQServer:
    method destroy_mq_server (line 74) | def destroy_mq_server(self, server:WtMQServer):
    method add_mq_client (line 82) | def add_mq_client(self, url:str, client:WtMQClient = None) -> WtMQClient:
    method destroy_mq_client (line 90) | def destroy_mq_client(self, client:WtMQClient):

FILE: wtpy/WtUtilDefs.py
  function singleton (line 1) | def singleton(cls):

FILE: wtpy/apps/WtBtAnalyst.py
  class Calculate (line 13) | class Calculate():
    method __init__ (line 17) | def __init__(self, ret, mar, rf, period, trade):
    method calculate_upside_ratio (line 32) | def calculate_upside_ratio(self):
    method sharp_ratio (line 39) | def sharp_ratio(self):
    method sortion_ratio (line 46) | def sortion_ratio(self):
    method maxDrawdown (line 53) | def maxDrawdown(self):
    method maxDrawdown_time (line 61) | def maxDrawdown_time(self):
    method calmar_ratio (line 70) | def calmar_ratio(self):
    method sterling_a_ratio (line 77) | def sterling_a_ratio(self):
    method single_largest_maxdrawdown (line 84) | def single_largest_maxdrawdown(self):
    method single_maxdrawdown_time (line 93) | def single_maxdrawdown_time(self):
    method get_annual_return (line 98) | def get_annual_return(self):
    method monthly_return (line 103) | def monthly_return(self):
    method monthly_average_return (line 109) | def monthly_average_return(self):
    method decay_time (line 114) | def decay_time(self):
  function fmtNAN (line 132) | def fmtNAN(val, defVal = 0):
  function continue_trading_analysis (line 138) | def continue_trading_analysis(data, x_value) -> dict:
  function nomalize_val (line 185) | def nomalize_val(val):
  function extreme_trading (line 191) | def extreme_trading(data, time_of_std=1):
  function average_profit (line 225) | def average_profit(data):
  function stat_closes_by_day (line 282) | def stat_closes_by_day(df_closes:df, capital) -> df:
  function stat_closes_by_month (line 297) | def stat_closes_by_month(df_closes:df, capital) -> df:
  function stat_closes_by_year (line 312) | def stat_closes_by_year(df_closes:df, capital) -> df:
  function time_analysis (line 327) | def time_analysis(df_closes:df) -> dict:
  function ratio_calculate (line 391) | def ratio_calculate(data, after_merge, capital = 500000, rf = 0, period ...
  function performance_summary (line 437) | def performance_summary(input_data, input_data1, capital = 500000, rf = ...
  function do_trading_analyze (line 510) | def do_trading_analyze(df_closes, df_funds):
  function trading_analyze (line 602) | def trading_analyze(workbook:Workbook, df_closes, df_funds, capital = 50...
  function strategy_analyze (line 821) | def strategy_analyze(workbook:Workbook, df_closes, df_trades, capital, r...
  function output_closes (line 973) | def output_closes(workbook:Workbook, df_closes:df, capital = 500000):
  function summary_analyze (line 1034) | def summary_analyze(df_funds:df, capital = 5000000, rf = 0, period = 240...
  function funds_analyze (line 1114) | def funds_analyze(workbook:Workbook, df_funds:df, capital = 5000000, rf ...
  class WtBtAnalyst (line 1334) | class WtBtAnalyst:
    method __init__ (line 1336) | def __init__(self):
    method add_strategy (line 1340) | def add_strategy(self,  sname:str, folder:str, init_capital:float, rf:...
    method run_new (line 1348) | def run_new(self, outFileName:str = ''):
    method run (line 1378) | def run(self, outFileName:str = ''):
    method run_simple (line 1402) | def run_simple(self):

FILE: wtpy/apps/WtCtaOptimizer.py
  function fmtNAN (line 16) | def fmtNAN(val, defVal = 0):
  class ParamInfo (line 22) | class ParamInfo:
    method __init__ (line 26) | def __init__(self, name:str, start_val = None, end_val = None, step_va...
    method gen_array (line 34) | def gen_array(self):
  class WtCtaOptimizer (line 51) | class WtCtaOptimizer:
    method __init__ (line 56) | def __init__(self, worker_num:int = 8):
    method add_mutable_param (line 71) | def add_mutable_param(self, name:str, start_val, end_val, step_val, nd...
    method add_listed_param (line 83) | def add_listed_param(self, name:str, val_list:list):
    method add_fixed_param (line 92) | def add_fixed_param(self, name:str, val):
    method set_strategy (line 102) | def set_strategy(self, typeName:type, name_prefix:str):
    method set_cpp_strategy (line 113) | def set_cpp_strategy(self, module:str, type_name:type, name_prefix:str):
    method config_backtest_env (line 126) | def config_backtest_env(self, deps_dir:str, cfgfile:str="configbt.json...
    method config_backtest_time (line 148) | def config_backtest_time(self, start_time:int, end_time:int):
    method __gen_tasks__ (line 160) | def __gen_tasks__(self, markerfile:str = "strategies.json"):
    method __ayalyze_result__ (line 225) | def __ayalyze_result__(self, strName:str, time_range:tuple, params:dict):
    method __execute_task__ (line 300) | def __execute_task__(self, params:dict):
    method __start_task__ (line 335) | def __start_task__(self, params:dict):
    method go (line 350) | def go(self, interval:float = 0.2, out_marker_file:str = "strategies.j...
    method analyze (line 405) | def analyze(self, out_marker_file:str = "strategies.json", out_summary...
    method analyzer (line 433) | def analyzer(self, out_marker_file:str = "strategies.json", init_capit...

FILE: wtpy/apps/WtHotPicker.py
  class DayData (line 16) | class DayData:
    method __init__ (line 21) | def __init__(self):
  function extractPID (line 29) | def extractPID(code):
  function readFileContent (line 38) | def readFileContent(filename):
  function cmp_alg_01 (line 46) | def cmp_alg_01(left:DayData, right:DayData):
  function countFridays (line 58) | def countFridays(curDate:datetime.datetime):
  function httpGet (line 76) | def httpGet(url, encoding='utf-8'):
  function httpPost (line 93) | def httpPost(url, datas, encoding='utf-8'):
  class WtCacheMon (line 112) | class WtCacheMon:
    method __init__ (line 116) | def __init__(self):
    method get_cache (line 119) | def get_cache(self, exchg, curDT:datetime.datetime):
  class WtCacheMonExchg (line 122) | class WtCacheMonExchg(WtCacheMon):
    method getCffexData (line 129) | def getCffexData(curDT:datetime.datetime) -> dict:
    method getShfeData (line 177) | def getShfeData(curDT:datetime.datetime) -> dict:
    method getCzceData (line 211) | def getCzceData(curDT:datetime.datetime) -> dict:
    method getDceData (line 275) | def getDceData(curDT:datetime.datetime) -> dict:
    method getIneData (line 353) | def getIneData(curDT:datetime.datetime) -> dict:
    method cache_by_date (line 382) | def cache_by_date(self, exchg:str, curDT:datetime.datetime):
    method get_cache (line 408) | def get_cache(self, exchg:str, curDT:datetime.datetime):
  class WtCacheMonSS (line 426) | class WtCacheMonSS(WtCacheMon):
    method __init__ (line 433) | def __init__(self, snapshot_path:str):
    method cache_snapshot (line 437) | def cache_snapshot(self, curDT:datetime):
    method get_cache (line 480) | def get_cache(self, exchg, curDT:datetime):
  class WtMailNotifier (line 499) | class WtMailNotifier:
    method __init__ (line 503) | def __init__(self, user:str, pwd:str, sender:str=None, host:str="smtp....
    method add_receiver (line 513) | def add_receiver(self, name:str, addr:str):
    method notify (line 525) | def notify(self, hot_changes:dict, sec_changes:dict, nextDT:datetime.d...
  class WtHotPicker (line 608) | class WtHotPicker:
    method __init__ (line 612) | def __init__(self, markerFile:str = "./marker.json", hotFile:str = ".....
    method set_cacher (line 623) | def set_cacher(self, cacher:WtCacheMon):
    method set_mail_notifier (line 629) | def set_mail_notifier(self, notifier:WtMailNotifier):
    method pick_exchg_hots (line 635) | def pick_exchg_hots(self, exchg:str, beginDT:datetime.datetime, endDT:...
    method merge_switch_list (line 790) | def merge_switch_list(self, total, exchg, switch_list):
    method execute_rebuild (line 815) | def execute_rebuild(self, beginDate:datetime.datetime = None, endDate:...
    method execute_increment (line 898) | def execute_increment(self, endDate:datetime.datetime = None, exchange...

FILE: wtpy/apps/datahelper/DHBaostock.py
  function transCodes (line 7) | def transCodes(codes:list) -> list:
  class DHBaostock (line 19) | class DHBaostock(BaseDataHelper):
    method __init__ (line 21) | def __init__(self):
    method auth (line 26) | def auth(self, **kwargs):
    method dmpCodeListToFile (line 34) | def dmpCodeListToFile(self, filename:str, hasIndex:bool=True, hasStock...
    method dmpAdjFactorsToFile (line 37) | def dmpAdjFactorsToFile(self, codes:list, filename:str):
    method dmpBarsToFile (line 75) | def dmpBarsToFile(self, folder:str, codes:list, start_date:datetime=No...
    method dmpAdjFactorsToDB (line 136) | def dmpAdjFactorsToDB(self, dbHelper:DBHelper, codes:list):
    method dmpBarsToDB (line 173) | def dmpBarsToDB(self, dbHelper:DBHelper, codes:list, start_date:dateti...

FILE: wtpy/apps/datahelper/DHDefs.py
  class DBHelper (line 3) | class DBHelper:
    method __init__ (line 5) | def __init__(self):
    method initDB (line 8) | def initDB(self):
    method writeBars (line 14) | def writeBars(self, bars:list, period="day"):
    method writeFactors (line 22) | def writeFactors(self, factors:dict):
  class BaseDataHelper (line 30) | class BaseDataHelper:
    method __init__ (line 32) | def __init__(self):
    method __check__ (line 36) | def __check__(self):
    method auth (line 40) | def auth(self, **kwargs):
    method dmpCodeListToFile (line 46) | def dmpCodeListToFile(self, filename:str, hasIndex:bool=True, hasStock...
    method dmpAdjFactorsToFile (line 55) | def dmpAdjFactorsToFile(self, codes:list, filename:str):
    method dmpBarsToFile (line 63) | def dmpBarsToFile(self, folder:str, codes:list, start_date:datetime=No...
    method dmpAdjFactorsToDB (line 74) | def dmpAdjFactorsToDB(self, dbHelper:DBHelper, codes:list):
    method dmpBarsToDB (line 82) | def dmpBarsToDB(self, dbHelper:DBHelper, codes:list, start_date:dateti...

FILE: wtpy/apps/datahelper/DHFactory.py
  class DHFactory (line 6) | class DHFactory:
    method createHelper (line 9) | def createHelper(name:str) -> BaseDataHelper:

FILE: wtpy/apps/datahelper/DHRqData.py
  function exchgStdToRQ (line 7) | def exchgStdToRQ(exchg:str) -> str:
  function exchgRQToStd (line 15) | def exchgRQToStd(exchg:str) -> str:
  function stdCodeToRQ (line 23) | def stdCodeToRQ(stdCode:str):
  class DHRqData (line 43) | class DHRqData(BaseDataHelper):
    method __init__ (line 45) | def __init__(self):
    method auth (line 50) | def auth(self, **kwargs):
    method dmpCodeListToFile (line 58) | def dmpCodeListToFile(self, filename:str, hasIndex:bool=True, hasStock...
    method dmpAdjFactorsToFile (line 107) | def dmpAdjFactorsToFile(self, codes:list, filename:str):
    method dmpBarsToFile (line 139) | def dmpBarsToFile(self, folder:str, codes:list, start_date:datetime=No...
    method dmpAdjFactorsToDB (line 203) | def dmpAdjFactorsToDB(self, dbHelper:DBHelper, codes:list):
    method dmpBarsToDB (line 233) | def dmpBarsToDB(self, dbHelper:DBHelper, codes:list, start_date:dateti...

FILE: wtpy/apps/datahelper/DHTushare.py
  function transCode (line 7) | def transCode(stdCode:str) -> str:
  class DHTushare (line 32) | class DHTushare(BaseDataHelper):
    method __init__ (line 34) | def __init__(self):
    method auth (line 42) | def auth(self, **kwargs):
    method dmpCodeListToFile (line 54) | def dmpCodeListToFile(self, filename:str, hasIndex:bool=True, hasStock...
    method dmpAdjFactorsToFile (line 123) | def dmpAdjFactorsToFile(self, codes:list, filename:str):
    method __dmp_bars_to_file_from_pro__ (line 162) | def __dmp_bars_to_file_from_pro__(self, folder:str, codes:list, start_...
    method __dmp_bars_to_file_from_old__ (line 235) | def __dmp_bars_to_file_from_old__(self, folder:str, codes:list, start_...
    method dmpBarsToFile (line 294) | def dmpBarsToFile(self, folder:str, codes:list, start_date:datetime=No...
    method dmpAdjFactorsToDB (line 300) | def dmpAdjFactorsToDB(self, dbHelper:DBHelper, codes:list):
    method __dmp_bars_to_db_from_pro__ (line 337) | def __dmp_bars_to_db_from_pro__(self, dbHelper:DBHelper, codes:list, s...
    method __dmp_bars_to_db_from_old__ (line 418) | def __dmp_bars_to_db_from_old__(self, dbHelper:DBHelper, codes:list, s...
    method dmpBarsToDB (line 483) | def dmpBarsToDB(self, dbHelper:DBHelper, codes:list, start_date:dateti...

FILE: wtpy/apps/datahelper/db/MysqlHelper.py
  class MysqlHelper (line 6) | class MysqlHelper(DBHelper):
    method __init__ (line 7) | def __init__(self, host:str, user:str, pwd:str, dbname:str, port:int=3...
    method __get_conn__ (line 17) | def __get_conn__(self):
    method initDB (line 28) | def initDB(self):
    method writeBars (line 46) | def writeBars(self, bars:list, period="day"):
    method writeFactors (line 124) | def writeFactors(self, factors:dict):

FILE: wtpy/apps/datahelper/db/initdb_mysql.sql
  type `tb_adj_factors` (line 1) | CREATE TABLE IF NOT EXISTS `tb_adj_factors` (
  type `tb_kline_day` (line 13) | CREATE TABLE IF NOT EXISTS `tb_kline_day` (
  type `tb_kline_min1` (line 34) | CREATE TABLE IF NOT EXISTS `tb_kline_min1` (
  type `tb_kline_min5` (line 56) | CREATE TABLE IF NOT EXISTS `tb_kline_min5` (

FILE: wtpy/monitor/DataMgr.py
  function backup_file (line 8) | def backup_file(filename):
  class DataMgr (line 22) | class DataMgr:
    method __init__ (line 24) | def __init__(self, datafile:str="mondata.db", logger:WtLogger=None):
    method get_db (line 64) | def get_db(self):
    method __check_db__ (line 67) | def __check_db__(self):
    method __check_cache__ (line 149) | def __check_cache__(self, grpid, grpInfo):
    method get_groups (line 201) | def get_groups(self, tpfilter:str=''):
    method has_group (line 212) | def has_group(self, grpid:str):
    method get_group (line 215) | def get_group(self, grpid:str):
    method get_group_cfg (line 221) | def get_group_cfg(self, grpid:str):
    method set_group_cfg (line 233) | def set_group_cfg(self, grpid:str, config:dict):
    method get_group_entry (line 246) | def get_group_entry(self, grpid:str):
    method set_group_entry (line 258) | def set_group_entry(self, grpid:str, content:str):
    method add_group (line 271) | def add_group(self, grpInfo:dict):
    method del_group (line 296) | def del_group(self, grpid:str):
    method get_users (line 304) | def get_users(self):
    method add_user (line 312) | def add_user(self, usrInfo, admin):
    method mod_user_pwd (line 336) | def mod_user_pwd(self, loginid:str, newpwd:str, admin:str):
    method del_user (line 344) | def del_user(self, loginid, admin):
    method log_action (line 355) | def log_action(self, adminInfo, atype, remark):
    method get_user (line 362) | def get_user(self, loginid:str):
    method get_strategies (line 378) | def get_strategies(self, grpid:str):
    method get_channels (line 387) | def get_channels(self, grpid:str):
    method get_trades (line 396) | def get_trades(self, grpid:str, straid:str, limit:int = 200):
    method get_funds (line 453) | def get_funds(self, grpid:str, straid:str):
    method get_signals (line 536) | def get_signals(self, grpid:str, straid:str, limit:int = 200):
    method get_rounds (line 586) | def get_rounds(self, grpid:str, straid:str, limit:int = 200):
    method get_positions (line 640) | def get_positions(self, grpid:str, straid:str):
    method get_channel_orders (line 710) | def get_channel_orders(self, grpid:str, chnlid:str, limit:int = 200):
    method get_channel_trades (line 764) | def get_channel_trades(self, grpid:str, chnlid:str, limit:int = 200):
    method get_channel_positions (line 816) | def get_channel_positions(self, grpid:str, chnlid:str):
    method get_channel_funds (line 860) | def get_channel_funds(self, grpid:str, chnlid:str):
    method get_actions (line 904) | def get_actions(self, sdate, edate):
    method get_group_trades (line 921) | def get_group_trades(self, grpid:str):
    method get_group_rounds (line 970) | def get_group_rounds(self, grpid:str):
    method get_group_funds (line 1019) | def get_group_funds(self, grpid:str):
    method get_group_positions (line 1110) | def get_group_positions(self, grpid:str):
    method get_group_performances (line 1142) | def get_group_performances(self, grpid:str):
    method get_group_filters (line 1186) | def get_group_filters(self, grpid:str):
    method set_group_filters (line 1233) | def set_group_filters(self, grpid:str, filters:dict):

FILE: wtpy/monitor/EventReceiver.py
  class EventSink (line 15) | class EventSink:
    method __init__ (line 16) | def __init__(self):
    method on_order (line 19) | def on_order(self, chnl:str, ordInfo:dict):
    method on_trade (line 22) | def on_trade(self, chnl:str, trdInfo:dict):
    method on_notify (line 25) | def on_notify(self, chnl:str, message:str):
    method on_log (line 28) | def on_log(self, tag:str, time:int, message:str):
  function decode_bytes (line 31) | def decode_bytes(data:bytes):
  class EventReceiver (line 42) | class EventReceiver(WtMQClient):
    method __init__ (line 44) | def __init__(self, url:str, topics:list = [], sink:EventSink = None, l...
    method on_mq_message (line 55) | def on_mq_message(self, topic:str, message:str, dataLen:int):
    method run (line 76) | def run(self):
    method release (line 79) | def release(self):
  class BtEventSink (line 86) | class BtEventSink:
    method __init__ (line 87) | def __init__(self):
    method on_begin (line 90) | def on_begin(self):
    method on_finish (line 93) | def on_finish(self):
    method on_fund (line 96) | def on_fund(self, fundInfo:dict):
    method on_state (line 99) | def on_state(self, statInfo:float):
  class BtEventReceiver (line 102) | class BtEventReceiver(WtMQClient):
    method __init__ (line 104) | def __init__(self, url:str, topics:list = [], sink:BtEventSink = None,...
    method on_mq_message (line 115) | def on_mq_message(self, topic:str, message:str, dataLen:int):
    method run (line 131) | def run(self):
    method release (line 134) | def release(self):

FILE: wtpy/monitor/PushSvr.py
  function get_param (line 6) | def get_param(json_data, key:str, type=str, defVal = ""):
  class PushServer (line 12) | class PushServer:
    method __init__ (line 14) | def __init__(self, app, dataMgr, logger:WtLogger = None):
    method run (line 41) | def run(self, port:int, host:str):
    method notifyGrpLog (line 44) | def notifyGrpLog(self, groupid, tag:str, time:int, message):
    method notifyGrpEvt (line 47) | def notifyGrpEvt(self, groupid, evttype):
    method notifyGrpChnlEvt (line 50) | def notifyGrpChnlEvt(self, groupid, chnlid, evttype, data):

FILE: wtpy/monitor/WatchDog.py
  function isWindows (line 16) | def isWindows():
  class WatcherSink (line 22) | class WatcherSink:
    method __init__ (line 24) | def __init__(self):
    method on_start (line 27) | def on_start(self, appid:str):
    method on_stop (line 30) | def on_stop(self, appid:str):
    method on_output (line 33) | def on_output(self, appid:str, tag:str, time:int, message:str):
    method on_order (line 36) | def on_order(self, appid:str, chnl:str, ordInfo:dict):
    method on_trade (line 39) | def on_trade(self, appid:str, chnl:str, trdInfo:dict):
    method on_notify (line 42) | def on_notify(self, appid:str, chnl:str, message:str):
  class ActionType (line 46) | class ActionType(Enum):
  class AppState (line 55) | class AppState(Enum):
  class AppInfo (line 65) | class AppInfo(EventSink):
    method __init__ (line 66) | def __init__(self, appConf:dict, sink:WatcherSink = None, logger:WtLog...
    method applyConf (line 92) | def applyConf(self, appConf:dict):
    method getConf (line 115) | def getConf(self):
    method cmd_line (line 122) | def cmd_line(self) -> str:
    method is_running (line 128) | def is_running(self, pids) -> bool:
    method run (line 158) | def run(self):
    method stop (line 189) | def stop(self):
    method restart (line 207) | def restart(self):
    method update_state (line 213) | def update_state(self, pids):
    method tick (line 224) | def tick(self, pids):
    method __schedule__ (line 237) | def __schedule__(self):
    method isRunning (line 287) | def isRunning(self):
    method on_order (line 291) | def on_order(self, chnl:str, ordInfo:dict):
    method on_trade (line 296) | def on_trade(self, chnl:str, trdInfo:dict):
    method on_notify (line 301) | def on_notify(self, chnl:str, message:str):
    method on_log (line 306) | def on_log(self, tag:str, time:int, message:str):
  class WatchDog (line 311) | class WatchDog:
    method __init__ (line 313) | def __init__(self, db, sink:WatcherSink = None, logger:WtLogger=None):
    method __watch_impl__ (line 349) | def __watch_impl__(self):
    method get_apps (line 358) | def get_apps(self):
    method run (line 367) | def run(self):
    method start (line 373) | def start(self, appid:str):
    method stop (line 381) | def stop(self, appid:str):
    method has_app (line 389) | def has_app(self, appid:str):
    method restart (line 392) | def restart(self, appid:str):
    method isRunning (line 399) | def isRunning(self, appid:str):
    method getAppConf (line 406) | def getAppConf(self, appid:str):
    method delApp (line 413) | def delApp(self, appid:str):
    method updateMQURL (line 424) | def updateMQURL(self, appid:str, mqurl:str):
    method applyAppConf (line 439) | def applyAppConf(self, appConf:dict, isGroup:bool = False):

FILE: wtpy/monitor/WtBtMon.py
  function isWindows (line 26) | def isWindows():
  function md5_str (line 32) | def md5_str(v:str) -> str:
  function gen_btid (line 35) | def gen_btid(user:str, straid:str) -> str:
  function gen_straid (line 40) | def gen_straid(user:str) -> str:
  class BtTaskSink (line 45) | class BtTaskSink:
    method __init__ (line 47) | def __init__(self):
    method on_start (line 50) | def on_start(self, user:str, straid:str, btid:str):
    method on_stop (line 53) | def on_stop(self, user:str, straid:str, btid:str):
    method on_state (line 56) | def on_state(self, user:str, straid:str, btid:str, statInfo:dict):
    method on_fund (line 59) | def on_fund(self, user:str, straid:str, btid:str, fundInfo:dict):
  class WtBtTask (line 62) | class WtBtTask(BtEventSink):
    method __init__ (line 66) | def __init__(self, user:str, straid:str, btid:str, folder:str, logger:...
    method __check__ (line 81) | def __check__(self):
    method run (line 93) | def run(self):
    method cmd_line (line 122) | def cmd_line(self) -> str:
    method is_running (line 128) | def is_running(self, pids) -> bool:
    method on_begin (line 156) | def on_begin(self):
    method on_finish (line 160) | def on_finish(self):
    method on_state (line 163) | def on_state(self, statInfo:dict):
    method on_fund (line 168) | def on_fund(self, fundInfo:dict):
  class WtBtMon (line 174) | class WtBtMon(BtTaskSink):
    method __init__ (line 178) | def __init__(self, deploy_folder:str, dtServo:WtDtServo = None, logger...
    method __load_user_data__ (line 190) | def __load_user_data__(self, user:str):
    method __save_user_data__ (line 208) | def __save_user_data__(self, user):
    method get_strategies (line 230) | def get_strategies(self, user:str) -> list:
    method add_strategy (line 242) | def add_strategy(self, user:str, name:str) -> dict:
    method del_strategy (line 280) | def del_strategy(self, user:str, straid:str):
    method has_strategy (line 302) | def has_strategy(self, user:str, straid:str, btid:str = None) -> bool:
    method get_strategy_code (line 314) | def get_strategy_code(self, user:str, straid:str, btid:str = None) -> ...
    method set_strategy_code (line 341) | def set_strategy_code(self, user:str, straid:str, content:str) -> bool:
    method get_backtests (line 357) | def get_backtests(self, user:str, straid:str) -> list:
    method del_backtest (line 373) | def del_backtest(self, user:str, btid:str):
    method get_bt_funds (line 389) | def get_bt_funds(self, user:str, straid:str, btid:str) -> list:
    method get_bt_trades (line 431) | def get_bt_trades(self, user:str, straid:str, btid:str) -> list:
    method get_bt_rounds (line 479) | def get_bt_rounds(self, user:str, straid:str, btid:str) -> list:
    method get_bt_signals (line 523) | def get_bt_signals(self, user:str, straid:str, btid:str) -> list:
    method get_bt_summary (line 562) | def get_bt_summary(self, user:str, straid:str, btid:str) -> list:
    method get_bt_state (line 585) | def get_bt_state(self, user:str, straid:str, btid:str) -> list:
    method get_bt_state (line 608) | def get_bt_state(self, user:str, straid:str, btid:str) -> dict:
    method update_bt_state (line 632) | def update_bt_state(self, user:str, straid:str, btid:str, stateObj:dict):
    method get_bt_kline (line 645) | def get_bt_kline(self, user:str, straid:str, btid:str) -> list:
    method run_backtest (line 687) | def run_backtest(self, user:str, straid:str, fromTime:int, endTime:int...
    method __update_bt_result__ (line 794) | def __update_bt_result__(self, user:str, straid:str, btid:str):
    method __save_tasks__ (line 812) | def __save_tasks__(self):
    method __load_tasks__ (line 820) | def __load_tasks__(self):
    method on_start (line 847) | def on_start(self, user:str, straid:str, btid:str):
    method on_stop (line 850) | def on_stop(self, user:str, straid:str, btid:str):
    method on_state (line 853) | def on_state(self, user:str, straid:str, btid:str, statInfo:dict):
    method on_fund (line 856) | def on_fund(self, user:str, straid:str, btid:str, fundInfo:dict):

FILE: wtpy/monitor/WtLogger.py
  class WtLogger (line 4) | class WtLogger:
    method __init__ (line 6) | def __init__(self, catName:str='', filename:str="out.log"):
    method info (line 31) | def info(self, message:str):
    method warn (line 34) | def warn(self, message:str):
    method error (line 37) | def error(self, message:str):
    method fatal (line 40) | def fatal(self, message:str):

FILE: wtpy/monitor/WtMonSvr.py
  function pack_rsp (line 20) | def pack_rsp(obj):
  function parse_data (line 25) | def parse_data():
  function get_param (line 36) | def get_param(json_data, key:str, type=str, defVal = ""):
  function get_tail (line 43) | def get_tail(filename, N:int = 100, encoding="GBK") :
  function check_auth (line 59) | def check_auth():
  function get_cfg_tree (line 80) | def get_cfg_tree(root:str, name:str):
  function get_path_tree (line 169) | def get_path_tree(root:str, name:str, hasFile:bool = True):
  class WtMonSvr (line 225) | class WtMonSvr(WatcherSink):
    method __init__ (line 227) | def __init__(self, static_folder:str="", static_url_path="/", deploy_d...
    method set_bt_mon (line 255) | def set_bt_mon(self, btMon:WtBtMon):
    method set_dt_servo (line 259) | def set_dt_servo(self, dtServo:WtDtServo):
    method init_bt_apis (line 262) | def init_bt_apis(self, app:Flask):
    method init_mgr_apis (line 891) | def init_mgr_apis(self, app:Flask):
    method __run_impl__ (line 2272) | def __run_impl__(self, port:int, host:str):
    method run (line 2276) | def run(self, port:int = 8080, host="0.0.0.0", bSync:bool = True):
    method init_logging (line 2285) | def init_logging(self):
    method on_start (line 2288) | def on_start(self, grpid:str):
    method on_stop (line 2292) | def on_stop(self, grpid:str):
    method on_output (line 2296) | def on_output(self, grpid:str, tag:str, time:int, message:str):
    method on_order (line 2300) | def on_order(self, grpid:str, chnl:str, ordInfo:dict):
    method on_trade (line 2303) | def on_trade(self, grpid:str, chnl:str, trdInfo:dict):
    method on_notify (line 2306) | def on_notify(self, grpid:str, chnl:str, message:str):

FILE: wtpy/monitor/static/console/static/js/manifest.3ad1d5771e9b13dbdad2.js
  function t (line 1) | function t(n){if(e[n])return e[n].exports;var o=e[n]={i:n,l:!1,exports:{...

FILE: wtpy/monitor/static/console/static/js/vendor.cd39a6c53a9d7599c08c.js
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[
  {
    "path": ".gitignore",
    "chars": 1798,
    "preview": "# Byte-compiled / optimized / DLL files\n__pycache__/\n*.py[cod]\n*$py.class\n\n# C extensions\n*.so\n\n# Distribution / packagi"
  },
  {
    "path": "LICENSE",
    "chars": 11357,
    "preview": "                                 Apache License\n                           Version 2.0, January 2004\n                   "
  },
  {
    "path": "README.md",
    "chars": 977,
    "preview": "# Wt4ElegantRL\nWt4ElegantRL = [WonderTrader](https://github.com/wondertrader/wtpy) + [ElegantRL](https://github.com/AI4F"
  },
  {
    "path": "analysts.py",
    "chars": 1324,
    "preview": "from ntpath import realpath\nfrom wtpy.apps import WtBtAnalyst\nfrom glob import glob\nfrom tqdm.auto import tqdm\nfrom os.p"
  },
  {
    "path": "assessments.py",
    "chars": 6563,
    "preview": "from abc import abstractmethod\nimport numpy as np\nfrom wtpy.StrategyDefs import CtaContext, HftContext\n\n\nclass Assessmen"
  },
  {
    "path": "compare_elegantrl.py",
    "chars": 8568,
    "preview": "from click import command, group, option\nfrom elegantrl.agent import AgentPPO as Agent\n# from elegantrl.agent import Age"
  },
  {
    "path": "compare_rllib.py",
    "chars": 8973,
    "preview": "from ray import tune, init\n# from ray.rllib.agents.sac import SACTrainer as Trainer\n# from ray.rllib.agents.ddpg import "
  },
  {
    "path": "compare_sb3.py",
    "chars": 9150,
    "preview": "# from stable_baselines3 import SAC as Trainer\nfrom stable_baselines3 import TD3 as Trainer\n\n# from stable_baselines3 im"
  },
  {
    "path": "config/01commom/actpolicy.json",
    "chars": 1110,
    "preview": "{\n    \"default\":{\n        \"order\":[\n            {\n                \"action\":\"close\",\n                \"limit\":0\n          "
  },
  {
    "path": "config/01commom/commodities.json",
    "chars": 22033,
    "preview": "{\n    \"CFFEX\": {\n        \"IC\": {\n            \"covermode\": 0,\n            \"pricemode\": 0,\n            \"category\": 1,\n    "
  },
  {
    "path": "config/01commom/contracts.json",
    "chars": 143400,
    "preview": "{\n    \"CFFEX\": {\n        \"IC2110\": {\n            \"name\": \"֤2110\",\n            \"code\": \"IC2110\",\n            \"exchg\": \"CF"
  },
  {
    "path": "config/01commom/fees.json",
    "chars": 3859,
    "preview": "{\n    \"CFFEX.T\":\n    {\n        \"open\":3.0,\n        \"close\":3.0,\n        \"closetoday\":0.0,\n        \"byvolume\":true\n    },"
  },
  {
    "path": "config/01commom/holidays.json",
    "chars": 487,
    "preview": "{\n    \"CHINA\" : [\n        20180101,20180215,20181005,20181231,\n        20190101,20190913,20191001,20191002,20191003,2019"
  },
  {
    "path": "config/01commom/hots.json",
    "chars": 324774,
    "preview": "{\n    \"CFFEX\": {\n        \"IC\": [\n            {\n                \"date\": 20160104,\n                \"from\": \"\",\n           "
  },
  {
    "path": "config/01commom/sessions.json",
    "chars": 3657,
    "preview": "{\n    \"SD0930\":{\n        \"name\":\"SD0930\",\n        \"offset\": 0,\n        \"auction\":{\n            \"from\": 929,\n            "
  },
  {
    "path": "config/03research/cta.json",
    "chars": 595,
    "preview": "{\n    \"replayer\":{\n        \"mode\":\"bin\",\n        \"path\":\"./dataset/\",\n        \"path1\":\"D:/Github/test/Storage\",\n        "
  },
  {
    "path": "config/03research/hft.json",
    "chars": 552,
    "preview": "{\n    \"replayer\":{\n        \"mode\":\"bin\",\n        \"path\":\"./dataset/\",\n        \"tick\":true,\n        \"basefiles\":{\n       "
  },
  {
    "path": "config/03research/log_debugger.json",
    "chars": 848,
    "preview": "{\n    \"root\":{\n        \"level\":\"debug\",\n        \"async\":false,\n        \"sinks\":[\n            {\n                \"type\":\"b"
  },
  {
    "path": "config/03research/log_evaluator.json",
    "chars": 487,
    "preview": "{\n    \"root\":{\n        \"level\":\"info\",\n        \"async\":false,\n        \"sinks\":[]\n    },\n    \"dyn_pattern\":{\n        \"str"
  },
  {
    "path": "config/03research/log_trainer.json",
    "chars": 224,
    "preview": "{\n    \"root\":{\n        \"level\":\"info\",\n        \"async\":false,\n        \"sinks\":[]\n    },\n    \"dyn_pattern\":{\n        \"str"
  },
  {
    "path": "config/04realtime/log.json",
    "chars": 2202,
    "preview": "{\n    \"root\":{\n        \"level\":\"debug\",\n        \"async\":false,\n        \"sinks\":[\n            {\n                \"type\":\"d"
  },
  {
    "path": "dataset_from_storage.py",
    "chars": 3110,
    "preview": "import pandas as pd\nfrom ctypes import POINTER\nfrom os import makedirs\n\nfrom wtpy.wrapper.WtDtHelper import WtDataHelper"
  },
  {
    "path": "elegantrl/__init__.py",
    "chars": 1,
    "preview": "\n"
  },
  {
    "path": "elegantrl/agent.py",
    "chars": 71440,
    "preview": "import os\nimport torch\nimport numpy as np\nimport numpy.random as rd\n\nfrom copy import deepcopy\nfrom torch.nn.utils impor"
  },
  {
    "path": "elegantrl/demo.py",
    "chars": 26269,
    "preview": "from elegantrl.agent import *\nfrom elegantrl.env import build_env\nfrom elegantrl.run import Arguments, train_and_evaluat"
  },
  {
    "path": "elegantrl/env.py",
    "chars": 21419,
    "preview": "import os\nimport gym  # not necessary\nimport numpy as np\nfrom copy import deepcopy\n\n\"\"\"[ElegantRL.2021.11.08](https://gi"
  },
  {
    "path": "elegantrl/evaluator.py",
    "chars": 8589,
    "preview": "import os\nimport time\nimport torch\nimport numpy as np\n\n\"\"\"[ElegantRL.2021.11.10](https://github.com/AI4Finance-Foundatio"
  },
  {
    "path": "elegantrl/net.py",
    "chars": 36364,
    "preview": "import numpy as np\nimport torch\nimport torch.nn as nn\n\n\"\"\"[ElegantRL.2021.09.01](https://github.com/AI4Finance-Foundatio"
  },
  {
    "path": "elegantrl/replay.py",
    "chars": 16187,
    "preview": "import os\nimport torch\nimport numpy as np\nimport numpy.random as rd\n\n\"\"\"[ElegantRL.2021.09.01](https://github.com/AI4Fin"
  },
  {
    "path": "elegantrl/run.py",
    "chars": 31150,
    "preview": "import os\nimport sys\nimport time\n\nimport torch\nimport numpy as np\nimport numpy.random as rd\nimport multiprocessing as mp"
  },
  {
    "path": "envs.py",
    "chars": 7439,
    "preview": "from gym import Env\nfrom gym.spaces import Box, Space\nfrom features import Feature\nfrom stoppers import Stopper\nfrom ass"
  },
  {
    "path": "envs_simple_cta.py",
    "chars": 3905,
    "preview": "from features import Indicator\nfrom assessments import SimpleAssessment\nfrom stoppers import SimpleStopper\nfrom strategi"
  },
  {
    "path": "features.py",
    "chars": 13354,
    "preview": "import numpy as np\nimport talib as ta\nfrom reprocess import REPROCESS, ZFILTER, MAXMIN\nfrom wtpy.StrategyDefs import Cta"
  },
  {
    "path": "reprocess.py",
    "chars": 1097,
    "preview": "import numpy as np\nimport talib as ta\n\n\nclass REPROCESS():\n    @staticmethod\n    def n() -> int:  # 定义至少需要多少条数据才能计算\n    "
  },
  {
    "path": "requirements/full_with_cuda.yaml",
    "chars": 540,
    "preview": "channels:\n  - pytorch\n  - conda-forge\n  - defaults\ndependencies:\n  - python==3.8.12\n  - pip\n\n    # torch\n  - pytorch\n  -"
  },
  {
    "path": "requirements/full_without_cuda.yaml",
    "chars": 536,
    "preview": "channels:\n  - pytorch\n  - conda-forge\n  - defaults\ndependencies:\n  - python==3.8.12\n  - pip\n\n    # torch\n  - pytorch\n  -"
  },
  {
    "path": "run_toy.py",
    "chars": 164,
    "preview": "from runner import entry, Runner\n\nclass SimpleRunner(Runner):\n    def test(self):\n        print('test1')\n\n\nif __name__ ="
  },
  {
    "path": "runner.py",
    "chars": 558,
    "preview": "import click\n\nclass Runner():\n    def debug(self):\n        print('debug')\n    def train(self):\n        print('train')\n  "
  },
  {
    "path": "stoppers.py",
    "chars": 67,
    "preview": "class Stopper():\n    pass\n\n\nclass SimpleStopper(Stopper):\n    pass\n"
  },
  {
    "path": "strategies.py",
    "chars": 3623,
    "preview": "from features import Feature\nfrom stoppers import Stopper\nfrom abc import abstractmethod\nfrom gym.spaces import Space, B"
  },
  {
    "path": "wtpy/CodeHelper.py",
    "chars": 769,
    "preview": "import re\n\nclass CodeHelper:\n\n    @staticmethod\n    def isStdStkCode(stdCode:str) -> bool:\n        pattern = re.compile("
  },
  {
    "path": "wtpy/ContractMgr.py",
    "chars": 1869,
    "preview": "import json\n\nclass ContractInfo:\n\n    def __init__(self):\n        self.exchg = ''     #交易所\n        self.code = ''      #"
  },
  {
    "path": "wtpy/CtaContext.py",
    "chars": 11380,
    "preview": "from pandas import DataFrame as df\nimport pandas as pd\nimport os\nimport json\n\nfrom wtpy.wrapper import WtWrapper\nfrom wt"
  },
  {
    "path": "wtpy/ExtModuleDefs.py",
    "chars": 1626,
    "preview": "\n\nclass BaseExtParser:\n    '''\n    扩展行情接入模块基类\n    '''\n    def __init__(self, id:str):\n        '''\n        构造函数\n        @"
  },
  {
    "path": "wtpy/ExtToolDefs.py",
    "chars": 3805,
    "preview": "import json\nimport time\nfrom threading import Thread\n\ndef fileToJson(filename, encoding=\"utf-8\"):\n    f = open(filename,"
  },
  {
    "path": "wtpy/HftContext.py",
    "chars": 11159,
    "preview": "from pandas import DataFrame as df\nimport pandas as pd\nimport os\nimport json\n\nfrom wtpy.wrapper import WtWrapper\nfrom wt"
  },
  {
    "path": "wtpy/ProductMgr.py",
    "chars": 1715,
    "preview": "import json\n\nclass ProductInfo:\n    '''\n    品种信息\n    '''\n\n    def __init__(self):\n        self.exchg = ''     #交易所\n     "
  },
  {
    "path": "wtpy/SelContext.py",
    "chars": 6984,
    "preview": "from pandas import DataFrame as df\nimport pandas as pd\nimport os\nimport json\n\nfrom wtpy.wrapper import WtWrapper\nfrom wt"
  },
  {
    "path": "wtpy/SessionMgr.py",
    "chars": 6488,
    "preview": "import math\nimport json\n\nclass SectionInfo:\n\n    def __init__(self):\n        self.stime = 0\n        self.etime = 0\n\nclas"
  },
  {
    "path": "wtpy/StrategyDefs.py",
    "chars": 6532,
    "preview": "from wtpy import CtaContext, SelContext, HftContext\n\nclass BaseCtaStrategy:\n    '''\n    CTA策略基础类，所有的策略都从该类派生\n    包含了策略的基"
  },
  {
    "path": "wtpy/WtBtEngine.py",
    "chars": 9699,
    "preview": "from wtpy.wrapper import WtBtWrapper\nfrom wtpy.CtaContext import CtaContext\nfrom wtpy.SelContext import SelContext\nfrom "
  },
  {
    "path": "wtpy/WtCoreDefs.py",
    "chars": 8193,
    "preview": "from ctypes import c_uint, c_void_p, CFUNCTYPE, POINTER, c_char_p, c_bool, c_ulong, c_double\nfrom ctypes import Structur"
  },
  {
    "path": "wtpy/WtDataDefs.py",
    "chars": 4280,
    "preview": "import numpy as np\nfrom pandas import DataFrame\n\nclass WtKlineData:\n    def __init__(self, size:int, bAlloc:bool = True)"
  },
  {
    "path": "wtpy/WtDtEngine.py",
    "chars": 1370,
    "preview": "from wtpy.wrapper import WtDtWrapper\nfrom wtpy.ExtModuleDefs import BaseExtParser\nfrom wtpy.WtUtilDefs import singleton\n"
  },
  {
    "path": "wtpy/WtDtServo.py",
    "chars": 13168,
    "preview": "from wtpy.WtUtilDefs import singleton\nfrom wtpy.wrapper import WtDtServoApi\nfrom wtpy.WtCoreDefs import BarList, TickLis"
  },
  {
    "path": "wtpy/WtEngine.py",
    "chars": 11623,
    "preview": "from wtpy.wrapper import WtWrapper\nfrom wtpy.CtaContext import CtaContext\nfrom wtpy.SelContext import SelContext\nfrom wt"
  },
  {
    "path": "wtpy/WtMsgQue.py",
    "chars": 2670,
    "preview": "from wtpy.wrapper.WtMQWrapper import WtMQWrapper, CB_ON_MSG\nfrom wtpy.WtUtilDefs import singleton\n\nclass WtMQServer:\n\n  "
  },
  {
    "path": "wtpy/WtUtilDefs.py",
    "chars": 211,
    "preview": "def singleton(cls):\n    instances = {}\n    def getinstance(*args,**kwargs):\n        if cls not in instances:\n           "
  },
  {
    "path": "wtpy/__init__.py",
    "chars": 1156,
    "preview": "from .StrategyDefs import BaseCtaStrategy, BaseSelStrategy, BaseHftStrategy\nfrom .CtaContext import CtaContext\nfrom .Sel"
  },
  {
    "path": "wtpy/apps/WtBtAnalyst.py",
    "chars": 52524,
    "preview": "from pandas import DataFrame as df\nimport pandas as pd\nimport numpy as np\nfrom dateutil.parser import parse\nfrom collect"
  },
  {
    "path": "wtpy/apps/WtCtaOptimizer.py",
    "chars": 15001,
    "preview": "from json import encoder\nimport multiprocessing\nimport time\nimport threading\nimport json\n\nimport os\nimport math\nimport n"
  },
  {
    "path": "wtpy/apps/WtHotPicker.py",
    "chars": 33010,
    "preview": "\nimport datetime\nimport time\nimport json\nimport os\nimport logging\nimport functools\n\nimport urllib.request\nimport io\nimpo"
  },
  {
    "path": "wtpy/apps/__init__.py",
    "chars": 301,
    "preview": "from .WtBtAnalyst import WtBtAnalyst\nfrom .WtCtaOptimizer import WtCtaOptimizer\nfrom .WtHotPicker import WtHotPicker, Wt"
  },
  {
    "path": "wtpy/apps/datahelper/DHBaostock.py",
    "chars": 8195,
    "preview": "from wtpy.apps.datahelper.DHDefs import BaseDataHelper, DBHelper\nimport baostock as bs\nfrom datetime import datetime\nimp"
  },
  {
    "path": "wtpy/apps/datahelper/DHDefs.py",
    "chars": 2267,
    "preview": "from datetime import datetime\n\nclass DBHelper:\n\n    def __init__(self):\n        pass\n\n    def initDB(self):\n        '''\n"
  },
  {
    "path": "wtpy/apps/datahelper/DHFactory.py",
    "chars": 705,
    "preview": "from wtpy.apps.datahelper.DHDefs import BaseDataHelper\nfrom wtpy.apps.datahelper.DHBaostock import DHBaostock\nfrom wtpy."
  },
  {
    "path": "wtpy/apps/datahelper/DHRqData.py",
    "chars": 10200,
    "preview": "from wtpy.apps.datahelper.DHDefs import BaseDataHelper, DBHelper\nimport rqdatac as rq\nfrom datetime import datetime, tim"
  },
  {
    "path": "wtpy/apps/datahelper/DHTushare.py",
    "chars": 17772,
    "preview": "from wtpy.apps.datahelper.DHDefs import BaseDataHelper, DBHelper\nimport tushare as ts\nfrom datetime import datetime\nimpo"
  },
  {
    "path": "wtpy/apps/datahelper/__init__.py",
    "chars": 111,
    "preview": "from .DHFactory import DHFactory\nfrom .db.MysqlHelper import MysqlHelper\n\n__all__ = [\"DHFactory\",\"MysqlHelper\"]"
  },
  {
    "path": "wtpy/apps/datahelper/db/MysqlHelper.py",
    "chars": 4994,
    "preview": "from wtpy.apps.datahelper.DHDefs import DBHelper\nimport pymysql\nimport math\nimport os\n\nclass MysqlHelper(DBHelper):\n    "
  },
  {
    "path": "wtpy/apps/datahelper/db/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/apps/datahelper/db/initdb_mysql.sql",
    "chars": 3834,
    "preview": "CREATE TABLE IF NOT EXISTS `tb_adj_factors` (\n  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT,\n  `exchange` varchar(2"
  },
  {
    "path": "wtpy/monitor/DataMgr.py",
    "chars": 45426,
    "preview": "import json\nimport os\nimport sqlite3\nimport hashlib\nimport datetime\nfrom .WtLogger import WtLogger\n\ndef backup_file(file"
  },
  {
    "path": "wtpy/monitor/EventReceiver.py",
    "chars": 3776,
    "preview": "import threading\nimport struct\nimport json\nimport chardet\n\nfrom wtpy import WtMsgQue, WtMQClient\n\nmq = WtMsgQue()\n\nTOPIC"
  },
  {
    "path": "wtpy/monitor/PushSvr.py",
    "chars": 1899,
    "preview": "from flask_socketio import SocketIO, emit\nfrom flask import session, sessions\n\nfrom .WtLogger import WtLogger\n\ndef get_p"
  },
  {
    "path": "wtpy/monitor/WatchDog.py",
    "chars": 16553,
    "preview": "import threading\nimport time\nimport subprocess\nimport os\nimport datetime\nimport json\nimport copy\nimport platform\nimport "
  },
  {
    "path": "wtpy/monitor/WtBtMon.py",
    "chars": 25452,
    "preview": "'''\nDescripttion: 回测管理模块\nversion: \nAuthor: Wesley\nDate: 2021-08-11 14:03:33\nLastEditors: Wesley\nLastEditTime: 2021-09-02"
  },
  {
    "path": "wtpy/monitor/WtLogger.py",
    "chars": 1269,
    "preview": "import logging\nimport os\n\nclass WtLogger:\n\n    def __init__(self, catName:str='', filename:str=\"out.log\"):\n        self."
  },
  {
    "path": "wtpy/monitor/WtMonSvr.py",
    "chars": 70811,
    "preview": "from flask import Flask, session, redirect, request, make_response\nfrom flask_compress  import Compress\nimport json\nimpo"
  },
  {
    "path": "wtpy/monitor/__init__.py",
    "chars": 299,
    "preview": "'''\nDescripttion: Automatically generated file comment\nversion: \nAuthor: Wesley\nDate: 2020-08-25 15:38:28\nLastEditors: W"
  },
  {
    "path": "wtpy/monitor/static/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/monitor/static/console/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/monitor/static/console/index.html",
    "chars": 511,
    "preview": "<!DOCTYPE html><html><head><meta charset=utf-8><meta name=viewport content=\"width=device-width,initial-scale=1\"><title>策"
  },
  {
    "path": "wtpy/monitor/static/console/static/__init__.py",
    "chars": 0,
    "preview": ""
  },
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    "path": "wtpy/monitor/static/console/static/css/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/monitor/static/console/static/css/app.7b6729291f05cec91b99cfd44c17df6b.css",
    "chars": 250042,
    "preview": "#app{font-family:Avenir,Helvetica,Arial,sans-serif;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;"
  },
  {
    "path": "wtpy/monitor/static/console/static/css/static/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/monitor/static/console/static/css/static/fonts/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/monitor/static/console/static/js/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/monitor/static/console/static/js/app.d3652914f874ea570f72.js",
    "chars": 180394,
    "preview": "webpackJsonp([1],{\"+B9X\":function(t,e){},\"4/hK\":function(t,e){},\"7Otq\":function(t,e){t.exports=\"data:image/png;base64,iV"
  },
  {
    "path": "wtpy/monitor/static/console/static/js/manifest.3ad1d5771e9b13dbdad2.js",
    "chars": 858,
    "preview": "!function(r){var n=window.webpackJsonp;window.webpackJsonp=function(e,u,c){for(var f,i,p,a=0,l=[];a<e.length;a++)i=e[a],"
  },
  {
    "path": "wtpy/monitor/static/console/static/js/vendor.cd39a6c53a9d7599c08c.js",
    "chars": 2130786,
    "preview": "webpackJsonp([0],{\"++K3\":function(e,t){var n,i,r,o,a,s,l,u,c,h,d,f,p,g,m,v=!1;function y(){if(!v){v=!0;var e=navigator.u"
  },
  {
    "path": "wtpy/wrapper/ContractLoader.py",
    "chars": 1198,
    "preview": "'''\nDescripttion: Automatically generated file comment\nversion: \nAuthor: Wesley\nDate: 2021-05-24 15:05:01\nLastEditors: W"
  },
  {
    "path": "wtpy/wrapper/PlatformHelper.py",
    "chars": 1056,
    "preview": "'''\nDescripttion: Automatically generated file comment\nversion: \nAuthor: Wesley\nDate: 2021-02-26 16:28:57\nLastEditors: W"
  },
  {
    "path": "wtpy/wrapper/WtBtWrapper.py",
    "chars": 40884,
    "preview": "from ctypes import cdll, c_char_p, c_bool, c_ulong, c_uint64, c_double, POINTER, addressof, sizeof\nfrom wtpy.WtCoreDefs "
  },
  {
    "path": "wtpy/wrapper/WtDtHelper.py",
    "chars": 6216,
    "preview": "from ctypes import cdll, CFUNCTYPE, c_char_p, c_void_p, c_bool, POINTER, c_int, c_uint, c_uint64\nfrom wtpy.WtCoreDefs im"
  },
  {
    "path": "wtpy/wrapper/WtDtServoApi.py",
    "chars": 3125,
    "preview": "'''\nDescripttion: Automatically generated file comment\nversion: \nAuthor: Wesley\nDate: 2021-07-27 09:53:43\nLastEditors: W"
  },
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    "path": "wtpy/wrapper/WtDtWrapper.py",
    "chars": 3406,
    "preview": "'''\nDescripttion: Automatically generated file comment\nversion: \nAuthor: Wesley\nDate: 2021-07-27 09:53:43\nLastEditors: W"
  },
  {
    "path": "wtpy/wrapper/WtExecApi.py",
    "chars": 1585,
    "preview": "'''\nDescripttion: Automatically generated file comment\nversion: \nAuthor: Wesley\nDate: 2021-07-27 09:53:43\nLastEditors: W"
  },
  {
    "path": "wtpy/wrapper/WtMQWrapper.py",
    "chars": 1934,
    "preview": "'''\nDescripttion: Automatically generated file comment\nversion: \nAuthor: Wesley\nDate: 2021-07-27 09:53:43\nLastEditors: W"
  },
  {
    "path": "wtpy/wrapper/WtWrapper.py",
    "chars": 42976,
    "preview": "from ctypes import cdll, c_char_p, c_bool, c_ulong, c_uint64, c_double, POINTER, sizeof, addressof\nfrom wtpy.WtCoreDefs "
  },
  {
    "path": "wtpy/wrapper/__init__.py",
    "chars": 398,
    "preview": "from .WtWrapper import WtWrapper\nfrom .WtExecApi import WtExecApi\nfrom .WtBtWrapper import WtBtWrapper\nfrom .WtDtWrapper"
  },
  {
    "path": "wtpy/wrapper/linux/__init__.py",
    "chars": 0,
    "preview": ""
  },
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    "path": "wtpy/wrapper/linux/executer/__init__.py",
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    "preview": ""
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    "path": "wtpy/wrapper/linux/parsers/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/wrapper/linux/traders/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/wrapper/x64/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/wrapper/x64/executer/__init__.py",
    "chars": 0,
    "preview": ""
  },
  {
    "path": "wtpy/wrapper/x64/parsers/__init__.py",
    "chars": 0,
    "preview": ""
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  {
    "path": "wtpy/wrapper/x64/traders/__init__.py",
    "chars": 0,
    "preview": ""
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  {
    "path": "wtpy/wrapper/x86/__init__.py",
    "chars": 0,
    "preview": ""
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  {
    "path": "wtpy/wrapper/x86/executer/__init__.py",
    "chars": 0,
    "preview": ""
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  {
    "path": "wtpy/wrapper/x86/parsers/__init__.py",
    "chars": 0,
    "preview": ""
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  {
    "path": "wtpy/wrapper/x86/traders/__init__.py",
    "chars": 0,
    "preview": ""
  }
]

// ... and 74 more files (download for full content)