czsc api

• Subpackages
  • czsc.data package
    • czsc.data.base Module
      • Functions
    • czsc.data Package
      • Functions
      • Classes
• czsc Package
  • Functions
    • cal_trade_price
      • cal_trade_price()
    • check_signals_acc
      • check_signals_acc()
    • combine_dates_and_pairs
      • combine_dates_and_pairs()
    • combine_holds_and_pairs
      • combine_holds_and_pairs()
    • create_grid_params
      • create_grid_params()
    • cross_sectional_ic
      • cross_sectional_ic()
    • daily_performance
      • daily_performance()
    • dill_dump
      • dill_dump()
    • dill_load
      • dill_load()
    • empty_cache_path
      • empty_cache_path()
    • freqs_sorted
      • freqs_sorted()
    • generate_czsc_signals
      • generate_czsc_signals()
    • get_dir_size
      • get_dir_size()
    • get_py_namespace
      • get_py_namespace()
    • get_signals_by_conf
      • get_signals_by_conf()
    • get_signals_config
      • get_signals_config()
    • get_signals_freqs
      • get_signals_freqs()
    • get_sub_elements
      • get_sub_elements()
    • get_unique_signals
      • get_unique_signals()
    • holds_concepts_effect
      • holds_concepts_effect()
    • import_by_name
      • import_by_name()
    • net_value_stats
      • net_value_stats()
    • read_json
      • read_json()
    • resample_bars
      • resample_bars()
    • save_json
      • save_json()
    • stock_holds_performance
      • stock_holds_performance()
    • subtract_fee
      • subtract_fee()
    • update_bbars
      • update_bbars()
    • update_nbars
      • update_nbars()
    • update_tbars
      • update_tbars()
    • welcome
      • welcome()
    • x_round
      • x_round()
  • Classes
    • BarGenerator
      • BarGenerator
    • CTAResearch
      • CTAResearch
    • CZSC
      • CZSC
    • CrossSectionalPerformance
      • CrossSectionalPerformance
    • CzscJsonStrategy
      • CzscJsonStrategy
    • CzscSignals
      • CzscSignals
    • CzscStrategyBase
      • CzscStrategyBase
    • CzscTrader
      • CzscTrader
    • Direction
      • Direction
    • DummyBacktest
      • DummyBacktest
    • Event
      • Event
    • EventMatchSensor
      • EventMatchSensor
    • Factor
      • Factor
    • Freq
      • Freq
    • KlineChart
      • KlineChart
    • NewBar
      • NewBar
    • Operate
      • Operate
    • PairsPerformance
      • PairsPerformance
    • Position
      • Position
    • RawBar
      • RawBar
    • Signal
      • Signal
    • SignalAnalyzer
      • SignalAnalyzer
    • SignalPerformance
      • SignalPerformance
    • SignalsParser
      • SignalsParser
• czsc.analyze Module
  • Functions
    • check_bi
      • check_bi()
    • check_fx
      • check_fx()
    • check_fxs
      • check_fxs()
    • remove_include
      • remove_include()
  • Classes
    • CZSC
      • CZSC
• czsc.signals Package
  • Functions
    • adtm_up_dw_line_V230603
      • adtm_up_dw_line_V230603()
    • amv_up_dw_line_V230603
      • amv_up_dw_line_V230603()
    • asi_up_dw_line_V230603
      • asi_up_dw_line_V230603()
    • bar_accelerate_V221110
      • bar_accelerate_V221110()
    • bar_accelerate_V221118
      • bar_accelerate_V221118()
    • bar_amount_acc_V230214
      • bar_amount_acc_V230214()
    • bar_big_solid_V230215
      • bar_big_solid_V230215()
    • bar_bpm_V230227
      • bar_bpm_V230227()
    • bar_cross_ps_V221112
      • bar_cross_ps_V221112()
    • bar_dual_thrust_V230403
      • bar_dual_thrust_V230403()
    • bar_eight_V230702
      • bar_eight_V230702()
    • bar_end_V221211
      • bar_end_V221211()
    • bar_fake_break_V230204
      • bar_fake_break_V230204()
    • bar_fang_liang_break_V221216
      • bar_fang_liang_break_V221216()
    • bar_limit_down_V230525
      • bar_limit_down_V230525()
    • bar_mean_amount_V221112
      • bar_mean_amount_V221112()
    • bar_operate_span_V221111
      • bar_operate_span_V221111()
    • bar_r_breaker_V230326
      • bar_r_breaker_V230326()
    • bar_reversal_V230227
      • bar_reversal_V230227()
    • bar_section_momentum_V221112
      • bar_section_momentum_V221112()
    • bar_shuang_fei_V230507
      • bar_shuang_fei_V230507()
    • bar_single_V230214
      • bar_single_V230214()
    • bar_single_V230506
      • bar_single_V230506()
    • bar_time_V230327
      • bar_time_V230327()
    • bar_tnr_V230629
      • bar_tnr_V230629()
    • bar_tnr_V230630
      • bar_tnr_V230630()
    • bar_triple_V230506
      • bar_triple_V230506()
    • bar_vol_bs1_V230224
      • bar_vol_bs1_V230224()
    • bar_vol_grow_V221112
      • bar_vol_grow_V221112()
    • bar_weekday_V230328
      • bar_weekday_V230328()
    • bar_zdf_V221203
      • bar_zdf_V221203()
    • bar_zdt_V230331
      • bar_zdt_V230331()
    • bar_zt_count_V230504
      • bar_zt_count_V230504()
    • bias_up_dw_line_V230618
      • bias_up_dw_line_V230618()
    • byi_bi_end_V230106
      • byi_bi_end_V230106()
    • byi_bi_end_V230107
      • byi_bi_end_V230107()
    • byi_fx_num_V230628
      • byi_fx_num_V230628()
    • byi_second_bs_V230324
      • byi_second_bs_V230324()
    • byi_symmetry_zs_V221107
      • byi_symmetry_zs_V221107()
    • clv_up_dw_line_V230605
      • clv_up_dw_line_V230605()
    • cmo_up_dw_line_V230605
      • cmo_up_dw_line_V230605()
    • coo_cci_V230323
      • coo_cci_V230323()
    • coo_kdj_V230322
      • coo_kdj_V230322()
    • coo_sar_V230325
      • coo_sar_V230325()
    • coo_td_V221110
      • coo_td_V221110()
    • coo_td_V221111
      • coo_td_V221111()
    • cxt_bi_base_V230228
      • cxt_bi_base_V230228()
    • cxt_bi_end_V230104
      • cxt_bi_end_V230104()
    • cxt_bi_end_V230105
      • cxt_bi_end_V230105()
    • cxt_bi_end_V230222
      • cxt_bi_end_V230222()
    • cxt_bi_end_V230224
      • cxt_bi_end_V230224()
    • cxt_bi_end_V230312
      • cxt_bi_end_V230312()
    • cxt_bi_end_V230320
      • cxt_bi_end_V230320()
    • cxt_bi_end_V230322
      • cxt_bi_end_V230322()
    • cxt_bi_end_V230324
      • cxt_bi_end_V230324()
    • cxt_bi_end_V230618
      • cxt_bi_end_V230618()
    • cxt_bi_status_V230101
      • cxt_bi_status_V230101()
    • cxt_bi_status_V230102
      • cxt_bi_status_V230102()
    • cxt_bi_zdf_V230601
      • cxt_bi_zdf_V230601()
    • cxt_double_zs_V230311
      • cxt_double_zs_V230311()
    • cxt_eleven_bi_V230622
      • cxt_eleven_bi_V230622()
    • cxt_first_buy_V221126
      • cxt_first_buy_V221126()
    • cxt_first_sell_V221126
      • cxt_first_sell_V221126()
    • cxt_five_bi_V230619
      • cxt_five_bi_V230619()
    • cxt_fx_power_V221107
      • cxt_fx_power_V221107()
    • cxt_intraday_V230701
      • cxt_intraday_V230701()
    • cxt_nine_bi_V230621
      • cxt_nine_bi_V230621()
    • cxt_range_oscillation_V230620
      • cxt_range_oscillation_V230620()
    • cxt_second_bs_V230320
      • cxt_second_bs_V230320()
    • cxt_seven_bi_V230620
      • cxt_seven_bi_V230620()
    • cxt_third_bs_V230318
      • cxt_third_bs_V230318()
    • cxt_third_bs_V230319
      • cxt_third_bs_V230319()
    • cxt_third_buy_V230228
      • cxt_third_buy_V230228()
    • cxt_three_bi_V230618
      • cxt_three_bi_V230618()
    • cxt_zhong_shu_gong_zhen_V221221
      • cxt_zhong_shu_gong_zhen_V221221()
    • dema_up_dw_line_V230605
      • dema_up_dw_line_V230605()
    • demakder_up_dw_line_V230605
      • demakder_up_dw_line_V230605()
    • emv_up_dw_line_V230605
      • emv_up_dw_line_V230605()
    • er_up_dw_line_V230604
      • er_up_dw_line_V230604()
    • jcc_ci_tou_V221101
      • jcc_ci_tou_V221101()
    • jcc_fan_ji_xian_V221121
      • jcc_fan_ji_xian_V221121()
    • jcc_fen_shou_xian_V20221113
      • jcc_fen_shou_xian_V20221113()
    • jcc_gap_yin_yang_V221121
      • jcc_gap_yin_yang_V221121()
    • jcc_ping_tou_V221113
      • jcc_ping_tou_V221113()
    • jcc_san_fa_V20221115
      • jcc_san_fa_V20221115()
    • jcc_san_fa_V20221118
      • jcc_san_fa_V20221118()
    • jcc_san_szx_V221122
      • jcc_san_szx_V221122()
    • jcc_san_xing_xian_V221023
      • jcc_san_xing_xian_V221023()
    • jcc_shan_chun_V221121
      • jcc_shan_chun_V221121()
    • jcc_szx_V221111
      • jcc_szx_V221111()
    • jcc_ta_xing_V221124
      • jcc_ta_xing_V221124()
    • jcc_ten_mo_V221028
      • jcc_ten_mo_V221028()
    • jcc_three_crow_V221108
      • jcc_three_crow_V221108()
    • jcc_two_crow_V221108
      • jcc_two_crow_V221108()
    • jcc_wu_yun_gai_ding_V221101
      • jcc_wu_yun_gai_ding_V221101()
    • jcc_xing_xian_V221118
      • jcc_xing_xian_V221118()
    • jcc_yun_xian_V221118
      • jcc_yun_xian_V221118()
    • jcc_zhu_huo_xian_V221027
      • jcc_zhu_huo_xian_V221027()
    • jcc_zhuo_yao_dai_xian_v221113
      • jcc_zhuo_yao_dai_xian_v221113()
    • pos_bar_stop_V230524
      • pos_bar_stop_V230524()
    • pos_fix_exit_V230624
      • pos_fix_exit_V230624()
    • pos_fx_stop_V230414
      • pos_fx_stop_V230414()
    • pos_holds_V230414
      • pos_holds_V230414()
    • pos_ma_V230414
      • pos_ma_V230414()
    • pos_profit_loss_V230624
      • pos_profit_loss_V230624()
    • skdj_up_dw_line_V230611
      • skdj_up_dw_line_V230611()
    • tas_accelerate_V230531
      • tas_accelerate_V230531()
    • tas_atr_V230630
      • tas_atr_V230630()
    • tas_atr_break_V230424
      • tas_atr_break_V230424()
    • tas_boll_bc_V221118
      • tas_boll_bc_V221118()
    • tas_boll_cc_V230312
      • tas_boll_cc_V230312()
    • tas_boll_power_V221112
      • tas_boll_power_V221112()
    • tas_boll_vt_V230212
      • tas_boll_vt_V230212()
    • tas_cci_base_V230402
      • tas_cci_base_V230402()
    • tas_cross_status_V230619
      • tas_cross_status_V230619()
    • tas_cross_status_V230624
      • tas_cross_status_V230624()
    • tas_cross_status_V230625
      • tas_cross_status_V230625()
    • tas_double_ma_V221203
      • tas_double_ma_V221203()
    • tas_double_ma_V230511
      • tas_double_ma_V230511()
    • tas_first_bs_V230217
      • tas_first_bs_V230217()
    • tas_hlma_V230301
      • tas_hlma_V230301()
    • tas_kdj_base_V221101
      • tas_kdj_base_V221101()
    • tas_kdj_evc_V221201
      • tas_kdj_evc_V221201()
    • tas_kdj_evc_V230401
      • tas_kdj_evc_V230401()
    • tas_low_trend_V230627
      • tas_low_trend_V230627()
    • tas_ma_base_V221101
      • tas_ma_base_V221101()
    • tas_ma_base_V221203
      • tas_ma_base_V221203()
    • tas_ma_base_V230313
      • tas_ma_base_V230313()
    • tas_ma_round_V221206
      • tas_ma_round_V221206()
    • tas_ma_system_V230513
      • tas_ma_system_V230513()
    • tas_macd_base_V221028
      • tas_macd_base_V221028()
    • tas_macd_base_V230320
      • tas_macd_base_V230320()
    • tas_macd_bc_V221201
      • tas_macd_bc_V221201()
    • tas_macd_bs1_V230312
      • tas_macd_bs1_V230312()
    • tas_macd_bs1_V230313
      • tas_macd_bs1_V230313()
    • tas_macd_bs1_V230411
      • tas_macd_bs1_V230411()
    • tas_macd_bs1_V230412
      • tas_macd_bs1_V230412()
    • tas_macd_change_V221105
      • tas_macd_change_V221105()
    • tas_macd_direct_V221106
      • tas_macd_direct_V221106()
    • tas_macd_first_bs_V221201
      • tas_macd_first_bs_V221201()
    • tas_macd_first_bs_V221216
      • tas_macd_first_bs_V221216()
    • tas_macd_power_V221108
      • tas_macd_power_V221108()
    • tas_macd_second_bs_V221201
      • tas_macd_second_bs_V221201()
    • tas_macd_xt_V221208
      • tas_macd_xt_V221208()
    • tas_rsi_base_V230227
      • tas_rsi_base_V230227()
    • tas_rumi_V230704
      • tas_rumi_V230704()
    • tas_sar_base_V230425
      • tas_sar_base_V230425()
    • tas_second_bs_V230228
      • tas_second_bs_V230228()
    • tas_second_bs_V230303
      • tas_second_bs_V230303()
    • update_atr_cache
      • update_atr_cache()
    • update_boll_cache
      • update_boll_cache()
    • update_cci_cache
      • update_cci_cache()
    • update_kdj_cache
      • update_kdj_cache()
    • update_ma_cache
      • update_ma_cache()
    • update_macd_cache
      • update_macd_cache()
    • update_rsi_cache
      • update_rsi_cache()
    • update_sar_cache
      • update_sar_cache()
    • vol_double_ma_V230214
      • vol_double_ma_V230214()
    • vol_gao_di_V221218
      • vol_gao_di_V221218()
    • vol_single_ma_V230214
      • vol_single_ma_V230214()
    • vol_ti_suo_V221216
      • vol_ti_suo_V221216()
• czsc.sensors Package
  • Functions
    • discretizer
      • discretizer()
    • get_index_beta
      • get_index_beta()
    • holds_concepts_effect
      • holds_concepts_effect()
    • turn_over_rate
      • turn_over_rate()
  • Classes
    • CTAResearch
      • CTAResearch
    • EventMatchSensor
      • EventMatchSensor
• czsc.traders Package
  • Functions
    • check_signals_acc
      • check_signals_acc()
    • combine_dates_and_pairs
      • combine_dates_and_pairs()
    • combine_holds_and_pairs
      • combine_holds_and_pairs()
    • generate_czsc_signals
      • generate_czsc_signals()
    • get_signals_by_conf
      • get_signals_by_conf()
    • get_signals_config
      • get_signals_config()
    • get_signals_freqs
      • get_signals_freqs()
    • get_unique_signals
      • get_unique_signals()
    • stock_holds_performance
      • stock_holds_performance()
  • Classes
    • CzscSignals
      • CzscSignals
    • CzscTrader
      • CzscTrader
    • DummyBacktest
      • DummyBacktest
    • PairsPerformance
      • PairsPerformance
    • SignalsParser
      • SignalsParser
• czsc.utils Package
  • Functions
    • cal_trade_price
      • cal_trade_price()
    • check_gap_info
      • check_gap_info()
    • check_pressure_support
      • check_pressure_support()
    • count_last_same
      • count_last_same()
    • create_grid_params
      • create_grid_params()
    • create_single_signal
      • create_single_signal()
    • cross_sectional_ic
      • cross_sectional_ic()
    • daily_performance
      • daily_performance()
    • dill_dump
      • dill_dump()
    • dill_load
      • dill_load()
    • fast_slow_cross
      • fast_slow_cross()
    • freq_end_time
      • freq_end_time()
    • freqs_sorted
      • freqs_sorted()
    • get_py_namespace
      • get_py_namespace()
    • get_sub_elements
      • get_sub_elements()
    • heat_map
      • heat_map()
    • import_by_name
      • import_by_name()
    • is_bis_down
      • is_bis_down()
    • is_bis_up
      • is_bis_up()
    • kline_pro
      • kline_pro()
    • net_value_stats
      • net_value_stats()
    • nmi_matrix
      • nmi_matrix()
    • print_df_sample
      • print_df_sample()
    • read_json
      • read_json()
    • resample_bars
      • resample_bars()
    • same_dir_counts
      • same_dir_counts()
    • save_json
      • save_json()
    • single_linear
      • single_linear()
    • subtract_fee
      • subtract_fee()
    • update_bbars
      • update_bbars()
    • update_nbars
      • update_nbars()
    • update_tbars
      • update_tbars()
    • x_round
      • x_round()
  • Classes
    • BarGenerator
      • BarGenerator
    • CrossSectionalPerformance
      • CrossSectionalPerformance
    • KlineChart
      • KlineChart
    • WordWriter
      • WordWriter
• czsc.aphorism Module
  • Functions
    • print_one
      • print_one()
• czsc.enum Module
  • Classes
    • Direction
      • Direction
    • Freq
      • Freq
    • Mark
      • Mark
    • Operate
      • Operate
• czsc.envs Module
  • Functions
    • get_bi_change_th
      • get_bi_change_th()
    • get_max_bi_num
      • get_max_bi_num()
    • get_min_bi_len
      • get_min_bi_len()
    • get_verbose
      • get_verbose()
    • get_welcome
      • get_welcome()
• czsc.objects Module
  • Functions
    • cal_break_even_point
      • cal_break_even_point()
    • create_fake_bis
      • create_fake_bis()
  • Classes
    • BI
      • BI
    • Event
      • Event
    • FX
      • FX
    • Factor
      • Factor
    • FakeBI
      • FakeBI
    • NewBar
      • NewBar
    • Position
      • Position
    • RawBar
      • RawBar
    • Signal
      • Signal
    • Tick
      • Tick
    • ZS
      • ZS
• czsc.strategies Module
  • Functions
    • create_cci_long
      • create_cci_long()
    • create_cci_short
      • create_cci_short()
    • create_emv_long
      • create_emv_long()
    • create_emv_short
      • create_emv_short()
    • create_macd_long
      • create_macd_long()
    • create_macd_short
      • create_macd_short()
    • create_single_ma_long
      • create_single_ma_long()
    • create_single_ma_short
      • create_single_ma_short()
    • create_third_buy_long
      • create_third_buy_long()
    • create_third_sell_short
      • create_third_sell_short()
  • Classes
    • CzscJsonStrategy
      • CzscJsonStrategy
    • CzscStrategyBase
      • CzscStrategyBase
    • CzscStrategyExample2
      • CzscStrategyExample2