Maybe wfdb should not read .{dat,hea,...}, instead it should be possible to directly give file contents to wfdb.
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Description
The fact that wfdb read files for you and that you don't have to open the file is nice, but when your files are not on the local filesystem it is much more complicated to open those files with wfdb.
For example:
Let's say all my files are on Hadoop HDFS (which is actually the case), the only way to access them in python is using a library such as hdfs3 (https://github.com/dask/hdfs3):
with hdfs.open('/user/data/100.dat') as f:
content = f.read()
# I am now forced by wfdb to write the contents to a temporary file in the local filesystem to then open it with wfdb...
I know it would be very annoying to modify the current implementation of wfdb but I have the feeling it would be better to let the user choose its own way to give .{dat, hea, ...} contents to wfdb.
The way I see this:
- You have the wfdb-python library that only takes contents as input
- You have helper functions (downloads from physionet and read the contents for you)
Do you see a better solution?
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Research direction
No source file or test is identified in the issue. Start by tracing the wfdb read entry points and how they open the .dat, .hea, and related files, then compare that flow with the hdfs3 example. Done should mean wfdb can accept externally supplied file contents without requiring a local temporary file.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- hadoop, python
- Domain
- data-engineering
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100