I have a for loop on an avro data reader object
for i in reader:
print i
then I got a unicode decode error in the for statement so I wanted to ignore that particular record. So I did this
try:
for i in reader:
print i
except:
pass
but it does not continue further. How can I overcome this problem
Edit: Error trace added
Traceback (most recent call last):
File "modify.py", line 22, in <module>
for record in reader:
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/datafile.py", line 362, in next
datum = self.datum_reader.read(self.datum_decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 445, in read
return self.read_data(self.writers_schema, self.readers_schema, decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 490, in read_data
return self.read_record(writers_schema, readers_schema, decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 690, in read_record
field_val = self.read_data(field.type, readers_field.type, decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 468, in read_data
return decoder.read_utf8()
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 233, in read_utf8
return unicode(self.read_bytes(), "utf-8")
UnicodeDecodeError: 'utf8' codec can't decode byte 0xb4 in position 14: invalid start byte
could it be due to the fact that the file was corrupted?
Edit2: As per suggestion in answers to go through iterobject I modified code and got this error
Traceback (most recent call last):
File "modify.py", line 28, in <module>
print next(iterobject)["filepath"]
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/datafile.py", line 362, in next
datum = self.datum_reader.read(self.datum_decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 445, in read
return self.read_data(self.writers_schema, self.readers_schema, decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 490, in read_data
return self.read_record(writers_schema, readers_schema, decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 690, in read_record
field_val = self.read_data(field.type, readers_field.type, decoder)
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 468, in read_data
return decoder.read_utf8()
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 233, in read_utf8
return unicode(self.read_bytes(), "utf-8")
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 226, in read_bytes
return self.read(self.read_long())
File "/usr/lib/python2.6/site-packages/avro-1.7.7-py2.6.egg/avro/io.py", line 184, in read_long
b = ord(self.read(1))
TypeError: ord() expected a character, but string of length 0 found
If your error is in
for i in
. Then try this, it will skip element in iterator ifUnicodeDecodeError
occurs.You need the try/except inside the loop:
By the way it's good practice to specify the specific type of error you're trying to catch (like I did with
except UnicodeEncodeError:
, since otherwise you risk making your code very hard to debug!You can except the specific error, and avoid unknown errors to pass unnoticed.
Python 3.x:
Python 2.x:
By printing the error it's possible to know what happened. When you use only except, you except anything (And that can include an obscure RuntimeError), and you'll never know what happened. It can be useful sometimes, but it's dangerous and generally a bad practice.