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How can we transfer a big XML file from GridFS to xmltodict parsing without storing it locally?

asked 2023-06-28 18:46:51 +0000

lalupa gravatar image

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answered 2023-06-28 19:10:02 +0000

david gravatar image

One possible solution is to stream the GridFS file directly to xmltodict parser without storing it locally. This can be done by using the GridOutStream provided by PyMongo library, which allows for streaming the file in chunks.

Assuming that the file is already stored in GridFS, the following code snippet demonstrates how to stream the file to xmltodict parser:

import pymongo
import io
import xmltodict

# Connect to the MongoDB instance
client = pymongo.MongoClient()

# Get the GridFS bucket
bucket = client.mydatabase.gridfs_bucket

# Get the GridFS file to stream
file_id = "my_file_id"
grid_out = bucket.open_download_stream(file_id)

# Create a stream buffer for xmltodict parser
xml_buffer = io.StringIO()

# Stream data from GridFS to xmltodict parser
for chunk in grid_out:
    xml_buffer.write(chunk.decode("utf-8"))
xml_buffer.seek(0)
xml_dict = xmltodict.parse(xml_buffer.read())

# Close the GridFS stream
grid_out.close()

# Do something with the parsed dict
print(xml_dict)

In this example, we first connect to the MongoDB instance and get the GridFS bucket. Then, we open a download stream for the desired file using the open_download_stream method. We create a stream buffer using StringIO module, which provides a str-like stream interface that can be used with xmltodict parser. We then stream data from GridFS to the buffer, which is passed to xmltodict parser using parse method. Finally, we close the GridFS stream and process the parsed dictionary object as desired.

Note that the above example assumes that the XML file is encoded in UTF-8 format. If the file is encoded in a different format, appropriate decoding should be applied to each chunk before writing to the stream buffer.

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Asked: 2023-06-28 18:46:51 +0000

Seen: 11 times

Last updated: Jun 28 '23