Remove isClose from tests in favor of pytest.approx
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@ -1,4 +1,3 @@
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from math import isclose
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from pathlib import Path
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from unittest.mock import MagicMock
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@ -269,7 +268,7 @@ def test_create_cum_profit(testdatadir):
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"cum_profits", timeframe="5m")
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assert "cum_profits" in cum_profits.columns
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assert cum_profits.iloc[0]['cum_profits'] == 0
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assert isclose(cum_profits.iloc[-1]['cum_profits'], 8.723007518796964e-06)
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assert pytest.approx(cum_profits.iloc[-1]['cum_profits']) == 8.723007518796964e-06
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def test_create_cum_profit1(testdatadir):
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@ -287,7 +286,7 @@ def test_create_cum_profit1(testdatadir):
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"cum_profits", timeframe="5m")
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assert "cum_profits" in cum_profits.columns
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assert cum_profits.iloc[0]['cum_profits'] == 0
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assert isclose(cum_profits.iloc[-1]['cum_profits'], 8.723007518796964e-06)
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assert pytest.approx(cum_profits.iloc[-1]['cum_profits']) == 8.723007518796964e-06
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with pytest.raises(ValueError, match='Trade dataframe empty.'):
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create_cum_profit(df.set_index('date'), bt_data[bt_data["pair"] == 'NOTAPAIR'],
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@ -2,7 +2,6 @@ import copy
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import logging
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from copy import deepcopy
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from datetime import datetime, timedelta, timezone
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from math import isclose
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from random import randint
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from unittest.mock import MagicMock, Mock, PropertyMock, patch
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@ -407,10 +406,10 @@ def test__get_stake_amount_limit(mocker, default_conf) -> None:
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# min
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 1, stoploss)
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expected_result = 2 * (1 + 0.05) / (1 - abs(stoploss))
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assert isclose(result, expected_result)
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assert pytest.approx(result) == expected_result
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# With Leverage
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 1, stoploss, 3.0)
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assert isclose(result, expected_result / 3)
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assert pytest.approx(result) == expected_result / 3
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# max
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result = exchange.get_max_pair_stake_amount('ETH/BTC', 2)
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assert result == 10000
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@ -426,10 +425,10 @@ def test__get_stake_amount_limit(mocker, default_conf) -> None:
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)
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss)
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expected_result = 2 * 2 * (1 + 0.05) / (1 - abs(stoploss))
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assert isclose(result, expected_result)
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assert pytest.approx(result) == expected_result
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# With Leverage
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss, 5.0)
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assert isclose(result, expected_result / 5)
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assert pytest.approx(result) == expected_result / 5
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# max
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result = exchange.get_max_pair_stake_amount('ETH/BTC', 2)
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assert result == 20000
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@ -445,10 +444,10 @@ def test__get_stake_amount_limit(mocker, default_conf) -> None:
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)
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss)
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expected_result = max(2, 2 * 2) * (1 + 0.05) / (1 - abs(stoploss))
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assert isclose(result, expected_result)
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assert pytest.approx(result) == expected_result
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# With Leverage
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss, 10)
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assert isclose(result, expected_result / 10)
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assert pytest.approx(result) == expected_result / 10
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# min amount and cost are set (amount is minial)
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markets["ETH/BTC"]["limits"] = {
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@ -461,20 +460,20 @@ def test__get_stake_amount_limit(mocker, default_conf) -> None:
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)
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss)
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expected_result = max(8, 2 * 2) * (1 + 0.05) / (1 - abs(stoploss))
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assert isclose(result, expected_result)
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assert pytest.approx(result) == expected_result
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# With Leverage
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, stoploss, 7.0)
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assert isclose(result, expected_result / 7.0)
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assert pytest.approx(result) == expected_result / 7.0
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# Max
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result = exchange.get_max_pair_stake_amount('ETH/BTC', 2)
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assert result == 1000
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -0.4)
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expected_result = max(8, 2 * 2) * 1.5
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assert isclose(result, expected_result)
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assert pytest.approx(result) == expected_result
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# With Leverage
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -0.4, 8.0)
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assert isclose(result, expected_result / 8.0)
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assert pytest.approx(result) == expected_result / 8.0
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# Max
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result = exchange.get_max_pair_stake_amount('ETH/BTC', 2)
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assert result == 1000
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@ -482,10 +481,10 @@ def test__get_stake_amount_limit(mocker, default_conf) -> None:
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# Really big stoploss
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -1)
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expected_result = max(8, 2 * 2) * 1.5
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assert isclose(result, expected_result)
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assert pytest.approx(result) == expected_result
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# With Leverage
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -1, 12.0)
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assert isclose(result, expected_result / 12)
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assert pytest.approx(result) == expected_result / 12
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# Max
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result = exchange.get_max_pair_stake_amount('ETH/BTC', 2)
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assert result == 1000
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@ -501,7 +500,7 @@ def test__get_stake_amount_limit(mocker, default_conf) -> None:
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# Contract size 0.01
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -1)
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assert isclose(result, expected_result * 0.01)
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assert pytest.approx(result) == expected_result * 0.01
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# Max
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result = exchange.get_max_pair_stake_amount('ETH/BTC', 2)
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assert result == 10
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@ -513,7 +512,7 @@ def test__get_stake_amount_limit(mocker, default_conf) -> None:
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)
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# With Leverage, Contract size 10
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result = exchange.get_min_pair_stake_amount('ETH/BTC', 2, -1, 12.0)
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assert isclose(result, (expected_result / 12) * 10.0)
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assert pytest.approx(result) == (expected_result / 12) * 10.0
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# Max
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result = exchange.get_max_pair_stake_amount('ETH/BTC', 2)
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assert result == 10000
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@ -3239,7 +3238,7 @@ def test_get_trades_for_order(default_conf, mocker, exchange_name, trading_mode,
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orders = exchange.get_trades_for_order(order_id, 'ETH/USDT:USDT', since)
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assert len(orders) == 1
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assert orders[0]['price'] == 165
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assert isclose(orders[0]['amount'], amount)
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assert pytest.approx(orders[0]['amount']) == amount
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assert api_mock.fetch_my_trades.call_count == 1
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# since argument should be
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assert isinstance(api_mock.fetch_my_trades.call_args[0][1], int)
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@ -3776,8 +3775,8 @@ def test__get_funding_fees_from_exchange(default_conf, mocker, exchange_name):
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since=unix_time
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)
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assert (isclose(expected_fees, fees_from_datetime))
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assert (isclose(expected_fees, fees_from_unix_time))
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assert pytest.approx(expected_fees) == fees_from_datetime
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assert pytest.approx(expected_fees) == fees_from_unix_time
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ccxt_exceptionhandlers(
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mocker,
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@ -4514,7 +4513,7 @@ def test_liquidation_price(
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default_conf['liquidation_buffer'] = 0.0
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exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
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exchange.get_maintenance_ratio_and_amt = MagicMock(return_value=(mm_ratio, maintenance_amt))
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assert isclose(round(exchange.get_liquidation_price(
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assert pytest.approx(round(exchange.get_liquidation_price(
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pair='DOGE/USDT',
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open_rate=open_rate,
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is_short=is_short,
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@ -4523,7 +4522,7 @@ def test_liquidation_price(
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upnl_ex_1=upnl_ex_1,
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amount=amount,
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stake_amount=open_rate * amount,
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), 2), expected)
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), 2)) == expected
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def test_get_max_pair_stake_amount(
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@ -4868,8 +4867,8 @@ def test_get_max_leverage_futures(default_conf, mocker, leverage_tiers):
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assert exchange.get_max_leverage("BNB/BUSD", 1.0) == 20.0
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assert exchange.get_max_leverage("BNB/USDT", 100.0) == 75.0
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assert exchange.get_max_leverage("BTC/USDT", 170.30) == 125.0
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assert isclose(exchange.get_max_leverage("BNB/BUSD", 99999.9), 5.000005)
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assert isclose(exchange.get_max_leverage("BNB/USDT", 1500), 33.333333333333333)
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assert pytest.approx(exchange.get_max_leverage("BNB/BUSD", 99999.9)) == 5.000005
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assert pytest.approx(exchange.get_max_leverage("BNB/USDT", 1500)) == 33.333333333333333
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assert exchange.get_max_leverage("BTC/USDT", 300000000) == 2.0
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assert exchange.get_max_leverage("BTC/USDT", 600000000) == 1.0 # Last tier
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@ -5145,7 +5144,7 @@ def test_get_liquidation_price(
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else:
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buffer_amount = liquidation_buffer * abs(open_rate - expected_liq)
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expected_liq = expected_liq - buffer_amount if is_short else expected_liq + buffer_amount
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assert isclose(expected_liq, liq)
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assert pytest.approx(expected_liq) == liq
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@pytest.mark.parametrize('contract_size,order_amount', [
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@ -1,5 +1,3 @@
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from math import isclose
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import pytest
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from freqtrade.leverage import interest
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@ -30,9 +28,9 @@ twentyfive_hours = FtPrecise(25.0)
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def test_interest(exchange, interest_rate, hours, expected):
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borrowed = FtPrecise(60.0)
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assert isclose(interest(
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assert pytest.approx(float(interest(
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exchange_name=exchange,
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borrowed=borrowed,
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rate=FtPrecise(interest_rate),
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hours=hours
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), expected)
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))) == expected
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@ -1,5 +1,3 @@
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from math import isclose
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import numpy as np
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import pandas as pd
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import pytest
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@ -165,7 +163,7 @@ def test_stoploss_from_open():
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or (side == 'short' and expected_stop_price < current_price)):
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assert stoploss == 0
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else:
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assert isclose(stop_price, expected_stop_price, rel_tol=0.00001)
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assert pytest.approx(stop_price) == expected_stop_price
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def test_stoploss_from_absolute():
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@ -1,7 +1,6 @@
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# pragma pylint: disable=missing-docstring, C0103
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import logging
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from datetime import datetime, timedelta, timezone
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from math import isclose
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from pathlib import Path
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from types import FunctionType
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from unittest.mock import MagicMock
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@ -630,9 +629,9 @@ def test_calc_open_close_trade_price(
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trade.open_rate = 2.0
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trade.close_rate = 2.2
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trade.recalc_open_trade_value()
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assert isclose(trade._calc_open_trade_value(trade.amount, trade.open_rate), open_value)
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assert isclose(trade.calc_close_trade_value(trade.close_rate), close_value)
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assert isclose(trade.calc_profit(trade.close_rate), round(profit, 8))
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assert pytest.approx(trade._calc_open_trade_value(trade.amount, trade.open_rate)) == open_value
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assert pytest.approx(trade.calc_close_trade_value(trade.close_rate)) == close_value
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assert pytest.approx(trade.calc_profit(trade.close_rate)) == round(profit, 8)
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assert pytest.approx(trade.calc_profit_ratio(trade.close_rate)) == profit_ratio
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