sciscripttools 0.2

Small set of tools and functions for scientific code and scripts.

SciScriptTools

Small set of tools and functions for scientific code and scripts.

IO Example

An example to get started with the IO tools.

import sciscripttools as st

power = [4,5,6]
st.save_data("power_exp_01", power) # save a value, arrary, or dictionary

Load the previous saved data with

import sciscripttools as st

_, power = st.load_data("power_exp_01")

Plot Example

An example to get started with the plotting tools Note: standard_font and units of standard_figure require LaTeX!

import numpy as np
import matplotlib.pyplot as plt
import sciscripttools as st

# data
x = np.linspace(0, 2)
y = x + np.random.rand(len(x))
y2 = x + np.random.rand(len(x))

# figure

fig_params = st.figure_parameters() # generate parameters
st.standard_font(font_size = fig_params.font_size) # standarise the font

# normal matplotlib plotting
fig, axes = plt.subplots(1, 2, sharey = True) # create matplotlib figure
ax1, ax2 = axes

# plot data
ax1.plot(x, y)
ax2.plot(x, y2)
for ax in axes:
    ax.set_ylim(0, 3) 

fig.subplots_adjust(wspace = fig_params.adjust_subplot_wspace) # set subplot width spacing
sf = st.standard_figure(fig, axes, fig_params) # create standard_figure
sf.add_subplot_labels()

# add units
ylabel = "Power"; yunit = "\\watt"
sf.ylabel(ax1, ylabel, yunit)
xlabel = "Time"; xunit = "\\second"
sf.xlabel(axes, xlabel, xunit)

fig.savefig("quick_plot.png")