Installation

Requirement: Python version >3.2

1. Make sure git is installed in your system. (to support logging git-hash during DMDana running)
2. Download this. Run cd DMDana, pip install . . If you want skip rerun pip install for code upgrade in the future (upgrade through git pull), you can use "editable install mode" by pip install -e ..
3. Optional: to support CLI auto-completion run activate-global-python-argcomplete --user, and restart your shell. (After restarting, if it does not work properly, consider manually running source ~/.bash_completion and add this command to your ~/.bashrc)

Usage

1. run cd {DMD-folder}, where {DMD-folder} is your DMD folder path
2. run python -m DMDana.do init to create DMDana.ini in this folder, DMDana.ini is the configuration file of DMDana.
3. modify DMDana.ini in your DMD folder to change DMDana parameters
4. run python -m DMDana.do {command} to analyze the results, where {command} is the command you want to use. Different commands supported are listed in the "Command Supported" section.

Hint: DMDana support CLI auto-completion, try press TAB button after you type python -m DMDana.do in your shell.

Help and documents

1. run python -m DMDana.do -h to see the help information about CLI input
2. see DMDana.ini to see its comments on different parameters of DMDana.

Command Supported

command	feature
init	initialize the DMDana.ini file if it does not exist.
FFT_DC_convergence_test	This plots the change of the Direct Current component calculated by different FFT-time-range and FFT-window-functions. This aims to check FFT convergence. It could also output the analysis results to files.
FFT_spectrum_plot	This plots FFT spectra of the DMD currents. It could also output the DC components of the current FFT-setting to files
current_plot	This plots the current figures
occup_time	This plots the occupation functions with time, namely f(E,t) of different styles in batch.
occup_deriv	This plots the E-axis maximum for the time derivative of the occupation funciton f(E,t), namely (df/dt)max_in_E_axis.

Demo for Plotting and Data Outputted

Using DMDana, you can easily get the following figures or data with custom setting.