aou/data-maker
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data-maker
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This commit is contained in:
Steve Nyemba 2021-04-04 12:09:34 -05:00
parent 73115724fe
commit 856d1e4bd7
1 changed files with 13 additions and 12 deletions
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25
pipeline.py
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@ -218,18 +218,19 @@ class Components :
# df = args['data']
_cast = {}
if schema :
dtype = str
name = schema['name']
novalue = -1
if schema['type'] == 'INTEGER' :
dtype = np.int64
elif schema['type'] == 'FLOAT' :
dtype = np.float64
else:
novalue = ''
_cast[schema['name']] = dtype
df[name] = df[name].fillna(novalue).astype(dtype)
for _item in schem :
dtype = str
name = _item['name']
novalue = -1
if _item['type'] == 'INTEGER' :
dtype = np.int64
elif _item['type'] == 'FLOAT' :
dtype = np.float64
else:
novalue = ''
# _cast[schema['name']] = dtype
df[name] = df[name].fillna(novalue).astype(dtype)
_info = {"module":"gan-prep","action":"read","shape":{"rows":df.shape[0],"columns":df.shape[1]},"schema":schema}
logger.write(_info)