Python talib.CMO Examples

The following are 8 code examples of talib.CMO(). You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may also want to check out all available functions/classes of the module talib , or try the search function .
Example #1
Source File: cmo.py    From jesse with MIT License 6 votes vote down vote up 
def cmo(candles: np.ndarray, period=14, source_type="close", sequential=False) -> Union[float, np.ndarray]:
    """
    CMO - Chande Momentum Oscillator

    :param candles: np.ndarray
    :param period: int - default=14
    :param source_type: str - default: "close"
    :param sequential: bool - default=False

    :return: float | np.ndarray
    """
    if not sequential and len(candles) > 240:
        candles = candles[-240:]

    source = get_candle_source(candles, source_type=source_type)
    res = talib.CMO(source, timeperiod=period)

    if sequential:
        return res
    else:
        return None if np.isnan(res[-1]) else res[-1]
Example #2
Source File: talib_series.py    From QUANTAXIS with MIT License 5 votes vote down vote up 
def CMO(Series, timeperiod=14):
    res = talib.CMO(Series.values, timeperiod)
    return pd.Series(res, index=Series.index)
Example #3
Source File: ta_indicator_mixin.py    From strategy with Apache License 2.0 5 votes vote down vote up 
def cmo(self, sym, frequency, period=14):
        if not self.kbars_ready(sym, frequency):
            return []

        closes = self.close(sym, frequency)

        cmo = ta.CMO(closes, timeperiod=period)

        return cmo

    ## calculate two symbol's return correlation
Example #4
Source File: ta.py    From dash-technical-charting with MIT License 5 votes vote down vote up 
def add_CMO(self, timeperiod=14,
            type='line', color='secondary', **kwargs):
    """Chande Momentum Indicator."""

    if not self.has_close:
        raise Exception()

    utils.kwargs_check(kwargs, VALID_TA_KWARGS)
    if 'kind' in kwargs:
        type = kwargs['kind']

    name = 'CMO({})'.format(str(timeperiod))
    self.sec[name] = dict(type=type, color=color)
    self.ind[name] = talib.CMO(self.df[self.cl].values,
                               timeperiod)
Example #5
Source File: test_reg.py    From finta with GNU Lesser General Public License v3.0 5 votes vote down vote up 
def test_cmo():
    """test TA.CMO"""

    cmo = TA.CMO(ohlc, period=9)
    talib_cmo = talib.CMO(ohlc["close"], timeperiod=9)

    # assert round(talib_cmo[-1], 2) == round(cmo.values[-1], 2)
    # assert -35.99 == -35.66
    pass  # close enough
Example #6
Source File: talib_wrapper.py    From tia with BSD 3-Clause "New" or "Revised" License 5 votes vote down vote up 
def CMO(series, n=14):
    """chande momentum oscillator"""
    return _series_to_series(series, talib.CMO, n)
Example #7
Source File: test_indicator_momentum.py    From pandas-ta with MIT License 5 votes vote down vote up 
def test_cmo(self):
        result = pandas_ta.cmo(self.close)
        self.assertIsInstance(result, Series)
        self.assertEqual(result.name, 'CMO_14')

        try:
            expected = tal.CMO(self.close)
            pdt.assert_series_equal(result, expected, check_names=False)
        except AssertionError as ae:
            try:
                corr = pandas_ta.utils.df_error_analysis(result, expected, col=CORRELATION)
                self.assertGreater(corr, CORRELATION_THRESHOLD)
            except Exception as ex:
                error_analysis(result, CORRELATION, ex)
Example #8
Source File: talib_indicators.py    From qtpylib with Apache License 2.0 5 votes vote down vote up 
def CMO(data, **kwargs):
    _check_talib_presence()
    prices = _extract_series(data)
    return talib.CMO(prices, **kwargs)