[BUG] Spatial frequencies assertion error

[lauraporta]

Describe the bug
PhtonData throws an exception when running the sanity checks. Row 590.

To Reproduce
Dataset: CX_79_2_hL_RSPd_monitor_right

Expected behaviour
Found spatial frequencies should be identical to those stored in the config file and no exception should be raised

Log file
Log file name: slurm.enc1-node1.3785436.out

                       ERROR    2023-07-24 13:07:19 PM - ERROR -       app.py:45
                                MainProcess app.py:45 -                         
                                Traceback (most recent call last):              
                                  File                                          
                                "/nfs/nhome/live/lporta/source/rsp-vis          
                                ion/rsp_vision/console_application/app          
                                .py", line 42, in inner_function                
                                    func(*args, **kwargs)                       
                                  File                                          
                                "/nfs/nhome/live/lporta/source/rsp-vis          
                                ion/rsp_vision/console_application/app          
                                .py", line 148, in analysis_pipeline            
                                    photon_data = PhotonData(data,              
                                PhotonType.TWO_PHOTON, config)                  
                                                  ^^^^^^^^^^^^^^^^^^^^          
                                ^^^^^^^^^^^^^^^^^^^^^^^^^^^                     
                                  File                                          
                                "/nfs/nhome/live/lporta/source/rsp-vis          
                                ion/rsp_vision/objects/photon_data.py"          
                                , line 112, in __init__                         
                                    self.set_post_data_extraction_vari          
                                ables()                                         
                                  File                                          
                                "/nfs/nhome/live/lporta/source/rsp-vis          
                                ion/rsp_vision/objects/photon_data.py"          
                                , line 590, in                                  
                                set_post_data_extraction_variables              
                                    assert np.all(                              
                                AssertionError         

Computer used (please complete the following information):

• OS: Linux on hpc
• Version: on branch shell-script, latest commit: 583a118a5525f9e51da3c6bba06ee5690ece0cf1
• Hardware specs: RAM requested 150G per cpu, cpu as assigned

Additional context
Sbatch settings:

#SBATCH --array=0-2
#SBATCH -p cpu # partition (queue)
#SBATCH --mem-per-cpu=150G
#SBATCH -t 00-02:00 # time (D-HH:MM)

[chrytsi]

Hello,
Checking on my lab notes I found that the wrong screen settings were applied in this experiment so that the spatial frequencies
of the SF/TF protocol were not the desired ones.
We had initially replaced the spatial frequency values with the (subsequently determined) spatial frequencies but I think we should just remove this experiment altogether.

[chrytsi]

Copying part of Lee's exception correction script here that contains the actual spatial frequencies:

switch animal_id
    case 'CX_79_2'
        
        % mapping between actual SFs and desired SFs
        a = [0.2182    0.3200;
            0.1058    0.1600;
            0.0529    0.0800;
            0.0262    0.0400;
            0.0124    0.0200];