ENH added missing fill options

README.md

@@ -97,7 +97,7 @@ $ pip install pandas_ta
 
 Latest Version
 --------------
-Best choice! Version: *0.2.72b*
+Best choice! Version: *0.2.73b*
 ```sh
 $ pip install -U git+https://github.com/twopirllc/pandas-ta
 ```

pandas_ta/candles/cdl_inside.py

@@ -25,7 +25,6 @@ def cdl_inside(open_, high, low, close, asbool=False, offset=None, **kwargs):
     # Handle fills
     if "fillna" in kwargs:
         inside.fillna(kwargs["fillna"], inplace=True)
-
     if "fill_method" in kwargs:
         inside.fillna(method=kwargs["fill_method"], inplace=True)
 

pandas_ta/momentum/td_seq.py

@@ -66,11 +66,7 @@ def td_seq(close, asint=None, offset=None, **kwargs):
     up_seq.category = down_seq.category = "momentum"
 
     # Prepare Dataframe to return
-    data = {
-        up_seq.name: up_seq,
-        down_seq.name: down_seq
-    }
-    df = DataFrame(data)
+    df = DataFrame({up_seq.name: up_seq, down_seq.name: down_seq})
     df.name = "TD_SEQ"
     df.category = up_seq.category
 

pandas_ta/overlap/dema.py

@@ -21,6 +21,12 @@ def dema(close, length=None, offset=None, **kwargs):
     if offset != 0:
         dema = dema.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        dema.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        dema.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     dema.name = f"DEMA_{length}"
     dema.category = "overlap"

pandas_ta/overlap/ema.py

@@ -26,6 +26,12 @@ def ema(close, length=None, offset=None, **kwargs):
     if offset != 0:
         ema = ema.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        ema.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        ema.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     ema.name = f"EMA_{length}"
     ema.category = "overlap"

pandas_ta/overlap/fwma.py

@@ -20,6 +20,12 @@ def fwma(close, length=None, asc=None, offset=None, **kwargs):
     if offset != 0:
         fwma = fwma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        fwma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        fwma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     fwma.name = f"FWMA_{length}"
     fwma.category = "overlap"

pandas_ta/overlap/hma.py

@@ -25,6 +25,12 @@ def hma(close, length=None, offset=None, **kwargs):
     if offset != 0:
         hma = hma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        hma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        hma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     hma.name = f"HMA_{length}"
     hma.category = "overlap"

pandas_ta/overlap/kama.py

@@ -41,6 +41,12 @@ def kama(close, length=None, fast=None, slow=None, drift=None, offset=None, **kw
     if offset != 0:
         kama = kama.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        kama.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        kama.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     kama.name = f"KAMA_{length}_{fast}_{slow}"
     kama.category = "overlap"

pandas_ta/overlap/pwma.py

@@ -20,6 +20,12 @@ def pwma(close, length=None, asc=None, offset=None, **kwargs):
     if offset != 0:
         pwma = pwma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        pwma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        pwma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     pwma.name = f"PWMA_{length}"
     pwma.category = "overlap"

pandas_ta/overlap/rma.py

@@ -19,6 +19,12 @@ def rma(close, length=None, offset=None, **kwargs):
     if offset != 0:
         rma = rma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        rma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        rma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     rma.name = f"RMA_{length}"
     rma.category = "overlap"

pandas_ta/overlap/sinwma.py

@@ -24,6 +24,12 @@ def sinwma(close, length=None, offset=None, **kwargs):
     if offset != 0:
         sinwma = sinwma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        sinwma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        sinwma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     sinwma.name = f"SINWMA_{length}"
     sinwma.category = "overlap"

pandas_ta/overlap/ssf.py

@@ -48,6 +48,12 @@ def ssf(close, length=None, poles=None, offset=None, **kwargs):
     if offset != 0:
         ssf = ssf.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        ssf.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        ssf.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     ssf.name = f"SSF_{length}_{poles}"
     ssf.category = "overlap"

pandas_ta/overlap/swma.py

@@ -22,6 +22,12 @@ def swma(close, length=None, asc=None, offset=None, **kwargs):
     if offset != 0:
         swma = swma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        swma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        swma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     swma.name = f"SWMA_{length}"
     swma.category = "overlap"

pandas_ta/overlap/t3.py

@@ -31,6 +31,12 @@ def t3(close, length=None, a=None, offset=None, **kwargs):
     if offset != 0:
         t3 = t3.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        t3.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        t3.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     t3.name = f"T3_{length}_{a}"
     t3.category = "overlap"

pandas_ta/overlap/tema.py

@@ -22,6 +22,12 @@ def tema(close, length=None, offset=None, **kwargs):
     if offset != 0:
         tema = tema.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        tema.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        tema.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     tema.name = f"TEMA_{length}"
     tema.category = "overlap"

pandas_ta/overlap/trima.py

@@ -21,6 +21,12 @@ def trima(close, length=None, offset=None, **kwargs):
     if offset != 0:
         trima = trima.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        trima.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        trima.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     trima.name = f"TRIMA_{length}"
     trima.category = "overlap"

pandas_ta/overlap/vidya.py

@@ -41,6 +41,12 @@ def vidya(close, length=None, drift=None, offset=None, **kwargs):
     if offset != 0:
         vidya = vidya.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        vidya.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        vidya.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     vidya.name = f"VIDYA_{length}"
     vidya.category = "overlap"

pandas_ta/overlap/vwap.py

@@ -27,6 +27,12 @@ def vwap(high, low, close, volume, anchor=None, offset=None, **kwargs):
     if offset != 0:
         vwap = vwap.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        vwap.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        vwap.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     vwap.name = f"VWAP_{anchor}"
     vwap.category = "overlap"

pandas_ta/overlap/vwma.py

@@ -21,6 +21,12 @@ def vwma(close, volume, length=None, offset=None, **kwargs):
     if offset != 0:
         vwma = vwma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        vwma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        vwma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     vwma.name = f"VWMA_{length}"
     vwma.category = "overlap"

pandas_ta/overlap/wcp.py

@@ -17,6 +17,12 @@ def wcp(high, low, close, offset=None, **kwargs):
     if offset != 0:
         wcp = wcp.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        wcp.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        wcp.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     wcp.name = "WCP"
     wcp.category = "overlap"

pandas_ta/overlap/wma.py

@@ -32,6 +32,12 @@ def wma(close, length=None, asc=None, offset=None, **kwargs):
     if offset != 0:
         wma = wma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        wma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        wma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     wma.name = f"WMA_{length}"
     wma.category = "overlap"

pandas_ta/overlap/zlma.py

@@ -35,6 +35,12 @@ def zlma(close, length=None, mamode=None, offset=None, **kwargs):
     if offset != 0:
         zlma = zlma.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        zlma.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        zlma.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     zlma.name = f"ZL_{zlma.name}"
     zlma.category = "overlap"

pandas_ta/statistics/entropy.py

@@ -21,6 +21,12 @@ def entropy(close, length=None, base=None, offset=None, **kwargs):
     if offset != 0:
         entropy = entropy.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        entropy.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        entropy.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     entropy.name = f"ENTP_{length}"
     entropy.category = "statistics"

pandas_ta/statistics/kurtosis.py

@@ -19,6 +19,12 @@ def kurtosis(close, length=None, offset=None, **kwargs):
     if offset != 0:
         kurtosis = kurtosis.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        kurtosis.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        kurtosis.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     kurtosis.name = f"KURT_{length}"
     kurtosis.category = "statistics"

pandas_ta/statistics/mad.py

@@ -24,6 +24,12 @@ def mad(close, length=None, offset=None, **kwargs):
     if offset != 0:
         mad = mad.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        mad.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        mad.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     mad.name = f"MAD_{length}"
     mad.category = "statistics"

pandas_ta/statistics/median.py

@@ -19,6 +19,12 @@ def median(close, length=None, offset=None, **kwargs):
     if offset != 0:
         median = median.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        median.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        median.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     median.name = f"MEDIAN_{length}"
     median.category = "statistics"

pandas_ta/statistics/quantile.py

@@ -20,6 +20,12 @@ def quantile(close, length=None, q=None, offset=None, **kwargs):
     if offset != 0:
         quantile = quantile.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        quantile.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        quantile.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     quantile.name = f"QTL_{length}_{q}"
     quantile.category = "statistics"

pandas_ta/statistics/stdev.py

@@ -21,6 +21,12 @@ def stdev(close, length=None, ddof=None, offset=None, **kwargs):
     if offset != 0:
         stdev = stdev.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        stdev.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        stdev.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     stdev.name = f"STDEV_{length}"
     stdev.category = "statistics"

pandas_ta/statistics/variance.py

@@ -20,6 +20,12 @@ def variance(close, length=None, ddof=None, offset=None, **kwargs):
     if offset != 0:
         variance = variance.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        variance.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        variance.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     variance.name = f"VAR_{length}"
     variance.category = "statistics"

pandas_ta/statistics/zscore.py

@@ -23,6 +23,12 @@ def zscore(close, length=None, std=None, offset=None, **kwargs):
     if offset != 0:
         zscore = zscore.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        zscore.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        zscore.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     zscore.name = f"Z_{length}"
     zscore.category = "statistics"

pandas_ta/volatility/pdist.py

@@ -21,6 +21,12 @@ def pdist(open_, high, low, close, drift=None, offset=None, **kwargs):
     if offset != 0:
         pdist = pdist.shift(offset)
 
+    # Handle fills
+    if "fillna" in kwargs:
+        pdist.fillna(kwargs["fillna"], inplace=True)
+    if "fill_method" in kwargs:
+        pdist.fillna(method=kwargs["fill_method"], inplace=True)
+
     # Name & Category
     pdist.name = "PDIST"
     pdist.category = "volatility"

pandas_ta/volume/pvr.py

@@ -39,14 +39,11 @@ Sources:
     https://www.fmlabs.com/reference/default.htm?url=PVrank.htm
 
 Calculation:
-    if 'close change' >= 0 and 'volume change' >= 0
-        return 1
-    if 'close change' >= 0 and 'volume change' < 0
-        return 2
-    if 'close change' < 0 and 'volume change' >= 0
-        return 3
-    if 'close change' < 0 and 'volume change' < 0
-        return 4
+    return 1 if 'close change' >= 0 and 'volume change' >= 0
+    return 2 if 'close change' >= 0 and 'volume change' < 0
+    return 3 if 'close change' < 0 and 'volume change' >= 0
+    return 4 if 'close change' < 0 and 'volume change' < 0
+
 Args:
     close (pd.Series): Series of 'close's
     volume (pd.Series): Series of 'volume's

setup.py

@@ -18,7 +18,7 @@ setup(
         "pandas_ta.volatility",
         "pandas_ta.volume"
     ],
-    version=".".join(("0", "2", "72b")),
+    version=".".join(("0", "2", "73b")),
     description=long_description,
     long_description=long_description,
     author="Kevin Johnson",