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LOFAR station statistics gather and dump utility, writes station statistics continuously to the local S3 based object storage.

Project description

Stingray

Build status Test coverage

Station statistics gather and dump utility, writes station statistics contiously to the local S3 based object storage.

Installation

pip install .

Usage

To forward (copy) statistics packets, metadata, or matrices from one place to another, use the following command:

l2ss-stingray-forward <source> <destination> --datatype=packet|json

These locations are supported for source and destionation:

  • file:<path>: read/write from a file on disk,
  • tcp://<host>:<port>: receive from/write to a TCP server,
  • udp://<host>:<port>: receive on/write to a UDP server,
  • s3://<host>/<bucket>/<path>: write to an S3 store as JSON (destination only),
  • zmq+tcp://<host>:<port>/<topic>: subscribe to ZMQ server and topic (source only),

The packet datatype is used to process (binary) statistics packets from SDP, and the json datatype is used to process lines of JSON, the encoding used for metadata and matrices.

To convert statistics packets into matrices and publish those using ZMQ, use the following command:

l2ss-stingray-publish <station> <antennafield> <type> <source>

To extract a set of matrices from disk, annotate them with metadata, and write them as HDF5 files, use:

l2ss-stingray-extract <station> <antennafield> <type> <from> <to> <source> <destination>

Example

The following commands, when started in parallel in the order listed, will convert the XST packets in tests/xst-packets.bin to JSON matrices in xst-matrices.txt:

# start converter & publisher
l2ss-stingray-publish cs123 hba xst udp://0:5000

# catch output of publisher
l2ss-stingray-forward -d json 'zmq+tcp://localhost:6001/xst?content_type=application/json' file:xst-matrices.txt

# provide input to converter
l2ss-stingray-forward file:tests/xst-packets.bin udp://127.0.0.1:5000

Contributing

To contribute, please create a feature branch and a "Draft" merge request. Upon completion, the merge request should be marked as ready and a reviewer should be assigned.

Verify your changes locally and be sure to add tests. Verifying local changes is done through tox.

pip install tox

With tox the same jobs as run on the CI/CD pipeline can be run. These include unit tests and linting.

tox

To automatically apply most suggested linting changes execute:

tox -e format

License

This project is licensed under the Apache License Version 2.0

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