{
    "instruments": [
        {
            "dataset_size": 100,
            "features": [
                {
                    "args": [
                        1,
                        2,
                        3,
                        4
                    ],
                    "name": "ask_diff"
                },
                {
                    "args": [],
                    "name": "best_fair_diff"
                },
                {
                    "args": [
                        1,
                        2,
                        3,
                        4
                    ],
                    "name": "bid_diff"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "dev_best"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "dev_fair"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "dev_vol"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "diff_p_best"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "diff_p_fair"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "diff_spread"
                },
                {
                    "args": [],
                    "name": "lt_buy_amount"
                },
                {
                    "args": [],
                    "name": "lt_sell_amount"
                },
                {
                    "args": [],
                    "name": "lt_amount"
                },
                {
                    "args": [],
                    "name": "lt_vimba"
                },
                {
                    "args": [],
                    "name": "lt_vimba_2"
                },
                {
                    "args": [],
                    "name": "micro_vimba"
                },
                {
                    "args": [],
                    "name": "ob_volume"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "ptp_p_best"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "ptp_p_fair"
                },
                {
                    "args": [],
                    "name": "p_best"
                },
                {
                    "args": [],
                    "name": "p_fair"
                },
                {
                    "args": [],
                    "name": "spread"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "std_p_best"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "std_p_fair"
                },
                {
                    "args": [],
                    "name": "vimba"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "diff_vimba"
                },
                {
                    "args": [
                        10,
                        20,
                        50,
                        100,
                        500
                    ],
                    "name": "vol_sma"
                },
                {
                    "args": [],
                    "name": "time_since_last_tick_ns"
                },
                {
                    "args": [],
                    "name": "ask_amount_change"
                },
                {
                    "args": [],
                    "name": "bid_amount_change"
                },
                {
                    "args": [],
                    "name": "vask_best"
                },
                {
                    "args": [],
                    "name": "vbid_best"
                },
                {
                    "args": [],
                    "name": "vask_added"
                },
                {
                    "args": [],
                    "name": "vbid_added"
                },
                {
                    "args": [],
                    "name": "vask_added_new"
                },
                {
                    "args": [],
                    "name": "vbid_added_new"
                },
                {
                    "args": [],
                    "name": "bid_order_new"
                },
                {
                    "args": [],
                    "name": "ask_order_new"
                },
                {
                    "args": [],
                    "name": "vimba2"
                },
                {
                    "args": [],
                    "name": "spread_up"
                },
                {
                    "args": [],
                    "name": "time_since_last_trade_ns"
                },
                {
                    "args": [],
                    "name": "trade_freq_vol_sell"
                },
                {
                    "args": [],
                    "name": "trade_freq_vol_buy"
                },
                {
                    "args": [],
                    "name": "trade_freq_vol"
                },
                {
                    "args": [],
                    "name": "trade_freq_vol_diff"
                },
                {
                    "args": [],
                    "name": "trade_freq_vol_vimba"
                },
                {
                    "args": [],
                    "name": "trade_total_cost"
                },
                {
                    "args": [],
                    "name": "p_best_lt_diff"
                },
                {
                    "args": [],
                    "name": "p_fair_lt_diff"
                },
                {
                    "args": [],
                    "name": "bid_total_ratio5"
                },
                {
                    "args": [],
                    "name": "ask_total_ratio5"
                },
                {
                    "args": [],
                    "name": "total_vimba"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "num_ticks_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "ask_vol_added_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "bid_vol_added_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "bid_order_new_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "ask_order_new_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "ask_vol_avg_order_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "bid_vol_avg_order_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "price_noise_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "trade_freq_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "trade_freq_vol_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "trade_freq_vol_diff_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "trade_freq_vimba_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "trade_mean_vol_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "bid_vol_removed_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "ask_vol_removed_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "bid_vol_avg_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "ask_vol_avg_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "ask_avg_price_range_new_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "bid_avg_price_range_new_in_sec"
                },
                {
                    "args": [
                        30
                    ],
                    "name": "rolling_vimba_in_sec"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "ask_vol_added_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "bid_vol_added_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "p_best_acc_grow_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "p_fair_acc_grow_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "p_best_sign_change_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "p_fair_sign_change_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "tot_var_p_best_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "unique_ratio_micro_p_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "unique_ratio_p_best_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "is_trade_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "trade_freq_vol_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "trade_freq_vol_diff_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "trade_freq_vol_vimba_in_tick"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "dev_lt_p_best"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "dev_lt_p_fair"
                },
                {
                    "args": [
                        1000
                    ],
                    "name": "weighted_trades"
                },
                {
                    "args": [
                        2
                    ],
                    "name": "p_best_rsi"
                },
                {
                    "args": [
                        150,
                        300
                    ],
                    "name": "p_best_macd"
                },
                {
                    "args": [
                        2
                    ],
                    "name": "p_best_rrp"
                },
                {
                    "args": [
                        2
                    ],
                    "name": "p_fair_rsi"
                },
                {
                    "args": [
                        150,
                        300
                    ],
                    "name": "p_fair_macd"
                },
                {
                    "args": [
                        2
                    ],
                    "name": "p_fair_rrp"
                }
            ],
            "name": "binance_BTC_USDT",
            "to_add": 25,
            "to_drop": 1
        }
    ],
    "model_name": "some model test"
}