A small package for sending and receiving data to and from the CTAC VizLab.
Project description
vizlab-data-transfer
This package enables easy transferring of data to and from the VizLab!
How to set up
To use this package, we need a proper connection to Carnegie's local network. You can do this in a couple ways:
- By using a Carnegie-managed device connected to the CarnegieEmployees network
- By logging in with your Carnegie VPN
You'll need to set the VizLab local IP and appropriate port number - look to internal Carnegie resources for these:
from vizlab_data_transfer import vizlab
vizlab.set_ip(IP)
vizlab.set_port(PORT)
These values are stored internally by the package and persist between sessions, so set them once and you're good to go!
How to use
This package is designed to be as straightforward as possible. To send Python data to the system, use the vizlab.send() method:
from vizlab_data_transfer import vizlab
vizlab.send(data) # give a single dataset
vizlab.send([table, fig1, fig2]) # or a list of them...
Currently we support a variety of Python objects:
- numpy ndarrays and recarrays
- astropy FITS Table objects
- matplotlib figures
- pandas dataframes
- Pillow images
Feel free to leave an issue on this repository if there's a Python object you'd like support for!
Likewise, to receive data back from the system use vizlab.receive():
from vizlab_data_transfer import vizlab
# NOTE: VizLab must be in 'receive' state before this is run so server is ready to meet this request
data = vizlab.receive()
Currently only numeric data of type np.float32 can be returned.
Please consult the examples folder for more detailed use-cases!
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