如何在Python中从S3读取Avro文件?

如何在Python中从S3读取Avro文件?,python,amazon-s3,avro,Python,Amazon S3,Avro,我有一堆Avro文件,我想从S3中逐一读取。我把文件读成字节没有问题,但我想知道在那之后你如何迭代整个文件。当前代码: conn = boto.s3.connect_to_region("us-east-1") my_bucket=boto.s3.bucket.Bucket(conn, "my_bucket") my_key = my_bucket.get_key("folder/file.avro") raw_bytes = my_key.read() test_schema = ''' {

我有一堆Avro文件,我想从S3中逐一读取。我把文件读成字节没有问题,但我想知道在那之后你如何迭代整个文件。当前代码:

conn = boto.s3.connect_to_region("us-east-1")
my_bucket=boto.s3.bucket.Bucket(conn, "my_bucket")
my_key = my_bucket.get_key("folder/file.avro")
raw_bytes = my_key.read()

test_schema = '''
{
  "namespace": "com.company",
  "type": "record",
  "name": "MimeMessage_v2",
  "fields": [
    {
      "name": "record_timestamp",
      "type": "long"
    },
    {
      "name": "contents",
      "type": "bytes"
    }
  ],
  "message_id": 2
}
'''
schema = avro.schema.Parse(test_schema)
#this is the problematic section
dreader = DatumReader(schema, schema)
v = dreader.read(raw_bytes)

我想知道如何正确读取包含Avro文件字节的变量。

以下是在Python 3中对我有效的方法之一:

from avro.datafile import DataFileReader
avro_bytes = io.BytesIO(raw_bytes)
reader = DataFileReader(avro_bytes, avro.io.DatumReader())
for line in reader:
    print(line)