How can I solve this error After running my code as follows . I am using the function below and implementin running window for loop on it but end up getting the error below. The for loop works and hungs at a point.
def get_grps(s, thresh=-1, Nmin=3):
"""
Nmin : int > 0
Min number of consecutive values below threshold.
"""
m = np.logical_and.reduce([s.shift(-i).le(thresh) for i in range(Nmin)])
if Nmin > 1:
m = pd.Series(m, index=s.index).replace({False: np.NaN}).ffill(limit=Nmin - 1).fillna(False)
else:
m = pd.Series(m, index=s.index)
# Form consecutive groups
gps = m.ne(m.shift(1)).cumsum().where(m)
# Return None if no groups, else the aggregations
if gps.isnull().all():
return 0
else:
agg = s.groupby(gps).agg([list, sum, size ]).reset_index(drop=True)
# agg2 = s2.groupby(gps).agg([list, sum, size ]).reset_index(drop=True)
return agg, gps
data_spi = [-0.32361498 -0.5229471 0.15702732 0.28753752 -0.01069884 -0.8163699
-1.3169327 0.4413181 0.75815576 1.3858147 0.49990863-0.06357133
-0.78432 -0.95337325 -1.663739 0.18965477 0.81183237 0.8360347
0.99537593 -0.12197364 -0.31432647 -2.0865853 0.2084263 0.13332903
-0.05270813 -1.0090573 -1.6578217 -1.2969246 -0.70916456 0.70059913
-1.2127264 -0.659762 -1.1612778 -2.1216285 -0.8054617 -0.6293912
-2.2103117 -1.9373081 -2.530625 -2.4089663 -1.950846 -1.6129876]
lon = data_spi.lon
lat = data_spi.lat
print(len(data_spi))
n=6
for x in range(len(lat)):
for y in range(len(lon)):
if data_spi[0, x, y] != 0:
for i in range(len(data_spi)-70):
ts = data_spi[i:i+10, x, y].fillna(1)
print(ts)
# print(np.array(ts))
agg, gps = get_grps(pd.Series(ts), thresh=-1, Nmin=3)
duration = np.nanmean(agg[ sum ])
frequency = len(agg[ sum ])
severity = np.abs(np.mean(agg[ sum ]))
intensity = np.mean(np.abs(agg[ sum ] / agg[ size ]))
print(f intensity {intensity} )
我发现这一错误。
Traceback (most recent call last):
File "/Users/mada0007/PycharmProjects/Research_ass /FREQ_MEAN_INT_DUR_CORR.py", line 80, in <module>
agg, gps = get_grps(pd.Series(ts), thresh=-1, Nmin=3)
typeError: cannot unpack non-iterable int object
我如何解决这一错误?