i SSKJrJr SSKJrJr SSKJrJrJ r J r SSK J r SS\S\S \S \S \S \S \S\S\S\S\S\S\S\4Sjjr g)) DataFrameSeries)DictLikeInt)v_driftv_offset v_pos_defaultv_series)rocNclosesignalroc1roc2roc3roc4sma1sma2sma3sma4driftoffsetkwargsreturnc  U(aUS:a [U5OSnU(aUS:a [U5OSnU(aUS:a [U5OSnU(aUS:a [U5OSnU(aUS:a [U5OSnU(aUS:a [U5OSnU(aUS:a [U5OSnU (aU S:a [U 5OSn [US5n[X#XE5n [XgX5nX-n[X5nUcg[ U 5n [ U 5n [ X5RU5R5n[ X5RU5R5n[ X5RU5R5n[ X5RU 5R5nSUS U--S U--S U---nURU5R5nU S:wa"URU 5nURU 5nS U ;a&URU S S S9 URU S S S9 SUSUSUSUSUSUSUSU 3Ul SU3Ul S=Ul Ul URUURU0n[UURS9nSUSUSUSUSUSUSUSU SU3Ul SUl U$)a'Know Sure Thing' This indicator, by Martin Pring, attempts to capture trends using a smoothed indicator of four different smoothed ROCs. Sources: * [incrediblecharts](https://www.incrediblecharts.com/indicators/kst.php) * [tradingview](https://www.tradingview.com/wiki/Know_Sure_Thing_(KST)) Parameters: close (Series): ```close``` Series roc1 (int): ROC 1 period. Default: ```10``` roc2 (int): ROC 2 period. Default: ```15``` roc3 (int): ROC 3 period. Default: ```20``` roc4 (int): ROC 4 period. Default: ```30``` sma1 (int): SMA 1 period. Default: ```10``` sma2 (int): SMA 2 period. Default: ```10``` sma3 (int): SMA 3 period. Default: ```10``` sma4 (int): SMA 4 period. Default: ```15``` signal (int): Signal period. Default: ```9``` drift (int): Difference amount. Default: ```1``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (DataFrame): 2 columns r  NdfillnaT)inplaceKST__KSTs_momentum)index)intr maxr rrr rollingmeanshiftr%namecategoryrr+)r rrrrrrrrrrrr_rmax_smax_lengthrocma1rocma2rocma3rocma4kst kst_signaldatadfs Q/var/www/html/trading/venv/lib/python3.13/site-packages/pandas_ta/momentum/kst.pyr:r: sJ3t9rD3t9rD3t9rD3t9rD3t9rD3t9rD3t9rD3t9rD 61 %F D 'E D 'EmG U $E } ENE f F  % %d + 0 0 2F   % %d + 0 0 2F   % %d + 0 0 2F   % %d + 0 0 2F !f*$q6z1AJ> ?CV$))+J{ii%%f- 6 6(#T 2&*D9dV1TF!D64&$qavQtfMCHfX&JO)33CL:& HHc:??J 7D 4u{{ +BTF!D64&$qavQtfAdV1VHUBGBK I) NNNNNNNNNNN) pandasrrpandas_ta._typingrrpandas_ta.utilsrrr r r r:r?r>rDs$+FF "&FJFJ X XX XX.1X@CX X X/2XADX  X  X #+ X  Xr?