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Ruff fix
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@ -144,17 +144,17 @@ def populate_dataframe_with_trades(config: Config,
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# calculate imbalances for each candle's orderflow
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df.loc[is_between, 'imbalances'] = df.loc[is_between, 'orderflow'].apply(
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lambda x: trades_orderflow_to_imbalances(x,
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imbalance_ratio=config_orderflow['imbalance_ratio'],
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imbalance_volume=config_orderflow['imbalance_volume']))
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imbalance_ratio=config_orderflow['imbalance_ratio'], # noqa: E501
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imbalance_volume=config_orderflow['imbalance_volume'])) # noqa: E501
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df.loc[is_between, 'stacked_imbalances_bid'] = df.loc[is_between,
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'imbalances'].apply(
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lambda x: stacked_imbalance_bid(x, # noqa: E501
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stacked_imbalance_range=config_orderflow['stacked_imbalance_range']))
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stacked_imbalance_range=config_orderflow['stacked_imbalance_range'])) # noqa: E501
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df.loc[is_between, 'stacked_imbalances_ask'] = df.loc[is_between,
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'imbalances'].apply(
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lambda x: stacked_imbalance_ask(x, # noqa: E501
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stacked_imbalance_range=config_orderflow['stacked_imbalance_range']))
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stacked_imbalance_range=config_orderflow['stacked_imbalance_range'])) # noqa: E501
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buy = df.loc[is_between, 'bid'].apply(lambda _: np.where(
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trades_grouped_df['side'].str.contains('buy'), 0, trades_grouped_df['amount']))
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@ -50,24 +50,9 @@ def public_trades_list_simple_bidask():
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return read_csv('tests/testdata/public_trades_list_simple_bidask.csv').copy()
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def conjuresetup():
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public_trades_list = public_trades_list()
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print(public_trades_list.columns.tolist())
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public_trades_list_simple = public_trades_list_simple()
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print(public_trades_list_simple.columns.tolist())
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print(public_trades_list_simple.loc[:, [
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'timestamp', 'id', 'price', 'side', 'amount']])
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public_trades_list_simple_results = public_trades_list_simple_results()
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print(public_trades_list_simple_results.columns.tolist())
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public_trades_list_simple_bidask = public_trades_list_simple_bidask()
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print(public_trades_list_simple_bidask.columns.tolist())
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print(public_trades_list_simple_bidask)
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print(public_trades_list_simple_results)
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# conjuresetup() # never called except in REPL
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# /conjuresetup
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def test_public_trades_columns_before_change(populate_dataframe_with_trades_dataframe, populate_dataframe_with_trades_trades):
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def test_public_trades_columns_before_change(
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populate_dataframe_with_trades_dataframe,
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populate_dataframe_with_trades_trades):
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assert populate_dataframe_with_trades_dataframe.columns.tolist() == [
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'date', 'open', 'high', 'low', 'close', 'volume']
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assert populate_dataframe_with_trades_trades.columns.tolist() == [
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@ -84,7 +69,12 @@ def test_public_trades_mock_populate_dataframe_with_trades__check_orderflow(
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dataframe['date'], unit='ms')
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dataframe = dataframe.copy().tail().reset_index(drop=True)
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config = {'timeframe': '5m',
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'orderflow': {'scale': 0.005, 'imbalance_volume': 0, 'imbalance_ratio': 300, 'stacked_imbalance_range': 3}}
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'orderflow': {
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'scale': 0.005,
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'imbalance_volume': 0,
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'imbalance_ratio': 300,
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'stacked_imbalance_range': 3
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}}
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df = populate_dataframe_with_trades(config,
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dataframe, trades, pair='unitttest')
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results = df.iloc[0]
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@ -143,13 +133,22 @@ def test_public_trades_trades_mock_populate_dataframe_with_trades__check_trades(
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config = {
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'timeframe': '5m',
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'orderflow': {'scale': 0.5, 'imbalance_volume': 0, 'imbalance_ratio': 300, 'stacked_imbalance_range': 3}
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}
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'orderflow': {
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'scale': 0.5,
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'imbalance_volume': 0,
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'imbalance_ratio': 300,
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'stacked_imbalance_range': 3
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}
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}
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df = populate_dataframe_with_trades(config,
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dataframe, trades, pair='unitttest')
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result = df.iloc[0]
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assert result.index.values.tolist() == ['date', 'open', 'high', 'low', 'close', 'volume', 'trades', 'orderflow',
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'bid', 'ask', 'delta', 'min_delta', 'max_delta', 'total_trades', 'stacked_imbalances_bid', 'stacked_imbalances_ask']
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assert result.index.values.tolist() == ['date', 'open', 'high', 'low',
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'close', 'volume', 'trades', 'orderflow',
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'bid', 'ask', 'delta', 'min_delta',
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'max_delta', 'total_trades',
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'stacked_imbalances_bid',
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'stacked_imbalances_ask']
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assert -50.519000000000005 == result['delta']
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assert 219.961 == result['bid']
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@ -254,8 +253,12 @@ def do_plot(pair, data, trades, plot_config=None):
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# need to be at last to see if some test changed the testdata
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# always need to use .copy() to avoid changing the testdata
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def test_public_trades_testdata_sanity(candles, public_trades_list, public_trades_list_simple,
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populate_dataframe_with_trades_dataframe, populate_dataframe_with_trades_trades):
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def test_public_trades_testdata_sanity(
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candles,
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public_trades_list,
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public_trades_list_simple,
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populate_dataframe_with_trades_dataframe,
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populate_dataframe_with_trades_trades):
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assert 10999 == len(candles)
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assert 1000 == len(public_trades_list)
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assert 999 == len(populate_dataframe_with_trades_dataframe)
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