Getting Started in CASA
Navigate to your working directory in an xterm window. Start CASA by typing:
## From a UNIX shell prompt casapy
on the Unix command line. CASA is built in iPython, and you will see a number of initialization messages, a list of available tasks, and, finally, a Python command line prompt:
CASA will also spawn a separate logger window, which logs messages from various tasks. Logger messages are saved in a file 'casapy.log', in your local directory. Whenever you start CASA, the previous log is renamed (based on the date and time), and a new 'casapy.log' is opened. In addition, your command line history is automatically maintained and stored as 'ipython.log' in your local directory.
Note that on startup, CASA adopts current settings of environment variables, so set them before starting CASA. For example, PAGER regulates the help display. The cat option works well in both interactive and script mode. In bash, use PAGER=cat. In csh or tcsh, use setenv PAGER cat.
Listing Available Tasks and Tools
CASA processes are organized into tasks and tools. Tools are the underlying functionality of CASA, intended for expert users participating in development. New users should ignore the tools. Tasks utilize a number of tools and accomplish a specific data analysis or calibration goal. To get information about tasks while in CASA, use:
# From within CASA tasklist()
A more exhaustive summary can be obtained as follows:
For a similar summary of the CASA tools, type:
Getting Help on a Task
Let's get some exhaustive help on the CASA imaging task clean.
# From within CASA help clean
There are two basic ways to execute a task in CASA.
1) Tasking Interface: The first is to list the task parameters and set them one by one. Let's say we would like to run the task importasdm. To load this task's parameters, type:
and then type
to view this task's parameters. They'll look something like this:
Note that tget will recall the parameters from the last time you've run importasdm in your current working directory (it reads a file called 'importasdm.last'). If importasdm has not been run before, it will just use the default parameters.
You can now set individual parameters from the command line, simply using a Python <parameter>=<value> syntax.
asdm='leo2pt.55183.452640752315' vis = 'awesome_data.ms'
Do another inp to see the updated parameters and make sure everything looks ok. Now you're ready to run the task! Type
and check your logger to make sure things are proceeding smoothly.
2) Scripting Interface: The second strategy for executing tasks is critical for scripting, because it can be non-interactive. You'll type:
and then simply press enter. This will both set the parameters for importasdm and run the task, all in one go. Note that any parameters you have not explicitly set in the parentheses will be set to their defaults.
More Detail on Setting Parameters
If a task is successfully executed, then the successful parameter set is stored in a '.last' file in the working directory.
The ways to save and restore parameters are:
- tget <taskname>: retrieves parameters from <taskname>.last;
- default('<taskname>'): restores the default parameters;
- saveinputs(<taskname>,<filename>): saves the current set of parameters into <filename>;
- execfile '<filename>': retrieves a set of parameters.
CASA uses multiple font colors and highlighting to give more information about the parameters and their current values. A blue parameter has been altered from its default value. Some parameters are expandable and have sub-parameters: an inp listing will show these on a gray background. If a gray parameter is set to a value that allows sub-parameters, then the sub-parameters are listed in the next instance of inp in green. Otherwise, the sub-parameters remain hidden. Pay particular attention if the text color is red: the value of the parameter is invalid, and the task will not run. Here are some examples of colored parameters for importasdm:
Be wary of a parameter's type. Strings will always have quotes around them (although sometimes they can be numbers! e.g., spw = '0'), while floats and integers never will (e.g., diameter=25.0). Boolean variables will be True or False with no quotes around them. One common reason a parameter might turn red under inp is quotation marks which have been mistakenly added or forgotten.
You can also use go to invoke a task without changing the current task. For example, you may be setting parameters for plotcal, and wish to verify an antenna name. Typing go listobs will list the observations in the logger, using the parameters that you had set for plotcal (for example, it will use the same measurement set you had set as vis. This is what we mean when we say parameters in the tasking interface of CASA are global. Note that typing go in this case will not change the current task to listobs. Typing inp after this will still give the inputs list for plotcal, since the current task has not been changed.
The Measurement Set
Your data in CASA will be in a format called a measurement set (ms for short). The measurement set is a directory on disk. If you type an ls on your measurement set, you'll see something like this:
CASA <55>: ls awesome_data.ms ANTENNA/ OBSERVATION/ SPECTRAL_WINDOW/ table.f10_TSM1 table.f3_TSM1 table.f7_TSM1 table.lock DATA_DESCRIPTION/ POINTING/ STATE/ table.f11 table.f4 table.f8 FEED/ POLARIZATION/ table.dat table.f11_TSM1 table.f5 table.f8_TSM1 FIELD/ PROCESSOR/ table.f0 table.f2 table.f6 table.f9 FLAG_CMD/ SORTED_TABLE/ table.f1 table.f2_TSM1 table.f6_TSM0 table.f9_TSM1 HISTORY/ SOURCE/ table.f10 table.f3 table.f7 table.info
The files called 'table.*' represent the MAIN table. The measurement set also contains many sub-tables (which are also sub-directories; e.g. FIELD, SOURCE, ANTENNA, etc.):
CASA <56>: ls awesome_data.ms/FIELD table.dat table.f0 table.f0i table.info table.lock
If you want to investigate a measurement set and its sub-tables in more detail, try the browsetable task.
To copy a measurement set, you must use the recursive option:
cp -r awesome_data.ms mind_blowing_data.ms
This could be done either from within CASA or at the UNIX shell prompt. But be careful; renaming a ms can sometimes break dependencies with other tables, like calibration tables.
The safest way to remove a measurement set is with rmtables:
It's probable that your data won't arrive at your computer in ms format, and you'll have to import it. Check out these hints for converting your data into an ms.
Data Selection Syntax
In the course of your data reduction, you'll probably want to select a subset of your data for certain tasks---let's say you only want to plot up Antenna #5, or you want to calibrate only using channels 5 through 50. Here is a handy section of the CASA cookbook, and here is a handy document by S. Bhatnagar on data selection. Below are links for specific cuts on data:
- Selecting Antennas and/or Baselines
- Selecting Spectral Windows, Channels, and/or Frequencies
- Selecting Fields
- Selecting Scans
- Selecting Time Ranges
- Selecting UV Ranges
You can exit CASA by typing:
What If Something Goes Wrong?
First, always check that your inputs are correct; use
Next, check the inline documentation using the help facility:
to review the allowed parameters. For example,
will give guidance on the use of this parameter (and in this case its sub-parameters).
If something has gone wrong and you want to stop what is executing, then typing CTRL-C will usually cleanly abort the application. Alert: you may lose contact with the logger GUI if you have one, in which case you will want to restart CASA.
If CASA crashes, then usually restarting it is sufficient to get you going again. Note that there may be spawned subprocesses still running, such as the casaviewer or the logger. These can be dismissed manually in the usual manner. After a crash, there may also be hidden processes. You can find these by listing processes, e.g. in linux:
ps -elf | grep casa
or on MacOSX (or other BSD Unix):
ps -aux | grep casa
You can then kill these, for example using the Unix kill or killall commands. This may be necessary if you are running remotely using ssh, as you cannot logout until all your background processes are terminated. For example,
will terminate the most common post-crash zombies.
Typing help at the CASA prompt with no arguments will bring up the native Python help, which has information about Python commands and keywords. Hitting <RETURN> at the Python help> prompt will return you to CASA.
Command-line Completion and Recall
Hitting the <TAB> key completes unambiguous commands or variable names and shows you a list of the possible completions, if there are more than one. It also completes filenames from the working directory if no CASA or Python commands match. Once you have typed enough of a command to make it unique, <TAB> will complete it. This will help you avoid errors due to typos.
You can also use up-and-down-arrow command-line recall in the CASA interface. Begin typing a command, and then use the up arrow; you will navigate back and edit commands matching what you typed.
Set Python variables using <parameter>=<value> syntax. Python assigns the type dynamically as you set the value, and will allow you to assign an integer value to a string parameter. However, CASA will check types before running a task, and alert you if you have made a mistake. Python variable names are case sensitive. Also note that mis-spelling a variable assignment will not be noticed by the interface. For example, you might wish to set correlation='RR', but instead type corellation='RR'. You will find correlation unset, and a new variable, corellation will exist, with value 'RR'. Using command-line completion and recall helps avoid these errors.
Lists and Ranges
The Python range function give a task a list of indices. For example,
iflist = [4, 5, 6, 7]
Python indices are 0-based. The first element in the list antlist is antlist. CASA also uses 0-based indexing. Field or antenna IDs, for example, start at 0. The first field in a measurement set has FIELD_ID==0.
Python uses indentation to determine the level of nesting in loops. Be careful when cutting and pasting, you may get an error (or an erroneous result).
System shell access
You can access most system commands (ls, rm, mv, pwd, less) directly from the CASA command line; no need for a bang (!). However, for some, like cp, you will need to use a !:
!cp vla evla
The cd command must not use the !.
Note: to access a Unix environment variable from CASA, you will need to use $$ instead of $.
You may wish to run scripts which contain series of commands for data calibration, etc. To execute the script contained in the text file 'myscript.py', type
The step-by-step tutorials on this Wiki will walk you through reducing data. Also check out the CASA Hints, Tips, and Tricks page---it might contain the answer to your question! Also, if you have a specific concern, try doing a search for it on this Wiki with the search option to the left. Finally, the CASA cookbook remains the most complete reference.
If you still have questions or think you might have found a bug, feel free to contact us at the NRAO helpdesk. The helpdesk can be accessed through my.nrao.edu, but you'll need to be registered with an NRAO account first.