alpcentaur
/
basabuuka_prototyp

"""
This is a procedural interface to the matplotlib object-orientedplotting library.
The following plotting commands are provided; the majority haveMATLAB |reg| [*]_ analogs and similar arguments.
.. |reg| unicode:: 0xAE
_Plotting commands  acorr     - plot the autocorrelation function  annotate  - annotate something in the figure  arrow     - add an arrow to the axes  axes      - Create a new axes  axhline   - draw a horizontal line across axes  axvline   - draw a vertical line across axes  axhspan   - draw a horizontal bar across axes  axvspan   - draw a vertical bar across axes  axis      - Set or return the current axis limits  autoscale - turn axis autoscaling on or off, and apply it  bar       - make a bar chart  barh      - a horizontal bar chart  broken_barh - a set of horizontal bars with gaps  box       - set the axes frame on/off state  boxplot   - make a box and whisker plot  violinplot - make a violin plot  cla       - clear current axes  clabel    - label a contour plot  clf       - clear a figure window  clim      - adjust the color limits of the current image  close     - close a figure window  colorbar  - add a colorbar to the current figure  cohere    - make a plot of coherence  contour   - make a contour plot  contourf  - make a filled contour plot  csd       - make a plot of cross spectral density  delaxes   - delete an axes from the current figure  draw      - Force a redraw of the current figure  errorbar  - make an errorbar graph  figlegend - make legend on the figure rather than the axes  figimage  - make a figure image  figtext   - add text in figure coords  figure   - create or change active figure  fill     - make filled polygons  findobj  - recursively find all objects matching some criteria  gca      - return the current axes  gcf      - return the current figure  gci      - get the current image, or None  getp      - get a graphics property  grid     - set whether gridding is on  hist     - make a histogram  ioff     - turn interaction mode off  ion      - turn interaction mode on  isinteractive - return True if interaction mode is on  imread   - load image file into array  imsave   - save array as an image file  imshow   - plot image data  legend   - make an axes legend  locator_params - adjust parameters used in locating axis ticks  loglog   - a log log plot  matshow  - display a matrix in a new figure preserving aspect  margins  - set margins used in autoscaling  pause    - pause for a specified interval  pcolor   - make a pseudocolor plot  pcolormesh - make a pseudocolor plot using a quadrilateral mesh  pie      - make a pie chart  plot     - make a line plot  plot_date - plot dates  plotfile  - plot column data from an ASCII tab/space/comma delimited file  pie      - pie charts  polar    - make a polar plot on a PolarAxes  psd      - make a plot of power spectral density  quiver   - make a direction field (arrows) plot  rc       - control the default params  rgrids   - customize the radial grids and labels for polar  savefig  - save the current figure  scatter  - make a scatter plot  setp      - set a graphics property  semilogx - log x axis  semilogy - log y axis  show     - show the figures  specgram - a spectrogram plot  spy      - plot sparsity pattern using markers or image  stem     - make a stem plot  subplot  - make one subplot (numrows, numcols, axesnum)  subplots - make a figure with a set of (numrows, numcols) subplots  subplots_adjust - change the params controlling the subplot positions of current figure  subplot_tool - launch the subplot configuration tool  suptitle   - add a figure title  table    - add a table to the plot  text     - add some text at location x,y to the current axes  thetagrids - customize the radial theta grids and labels for polar  tick_params - control the appearance of ticks and tick labels  ticklabel_format - control the format of tick labels  title    - add a title to the current axes  tricontour - make a contour plot on a triangular grid  tricontourf - make a filled contour plot on a triangular grid  tripcolor - make a pseudocolor plot on a triangular grid  triplot - plot a triangular grid  xcorr   - plot the autocorrelation function of x and y  xlim     - set/get the xlimits  ylim     - set/get the ylimits  xticks   - set/get the xticks  yticks   - set/get the yticks  xlabel   - add an xlabel to the current axes  ylabel   - add a ylabel to the current axes
  autumn - set the default colormap to autumn  bone   - set the default colormap to bone  cool   - set the default colormap to cool  copper - set the default colormap to copper  flag   - set the default colormap to flag  gray   - set the default colormap to gray  hot    - set the default colormap to hot  hsv    - set the default colormap to hsv  jet    - set the default colormap to jet  pink   - set the default colormap to pink  prism  - set the default colormap to prism  spring - set the default colormap to spring  summer - set the default colormap to summer  winter - set the default colormap to winter
_Event handling
  connect - register an event handler  disconnect - remove a connected event handler
_Matrix commands
  cumprod   - the cumulative product along a dimension  cumsum    - the cumulative sum along a dimension  detrend   - remove the mean or besdt fit line from an array  diag      - the k-th diagonal of matrix  diff      - the n-th difference of an array  eig       - the eigenvalues and eigen vectors of v  eye       - a matrix where the k-th diagonal is ones, else zero  find      - return the indices where a condition is nonzero  fliplr    - flip the rows of a matrix up/down  flipud    - flip the columns of a matrix left/right  linspace  - a linear spaced vector of N values from min to max inclusive  logspace  - a log spaced vector of N values from min to max inclusive  meshgrid  - repeat x and y to make regular matrices  ones      - an array of ones  rand      - an array from the uniform distribution [0,1]  randn     - an array from the normal distribution  rot90     - rotate matrix k*90 degress counterclockwise  squeeze   - squeeze an array removing any dimensions of length 1  tri       - a triangular matrix  tril      - a lower triangular matrix  triu      - an upper triangular matrix  vander    - the Vandermonde matrix of vector x  svd       - singular value decomposition  zeros     - a matrix of zeros
_Probability
  normpdf   - The Gaussian probability density function  rand      - random numbers from the uniform distribution  randn     - random numbers from the normal distribution
_Statistics
  amax      - the maximum along dimension m  amin      - the minimum along dimension m  corrcoef  - correlation coefficient  cov       - covariance matrix  mean      - the mean along dimension m  median    - the median along dimension m  norm      - the norm of vector x  prod      - the product along dimension m  ptp       - the max-min along dimension m  std       - the standard deviation along dimension m  asum      - the sum along dimension m  ksdensity - the kernel density estimate
_Time series analysis
  bartlett  - M-point Bartlett window  blackman  - M-point Blackman window  cohere    - the coherence using average periodiogram  csd       - the cross spectral density using average periodiogram  fft       - the fast Fourier transform of vector x  hamming   - M-point Hamming window  hanning   - M-point Hanning window  hist      - compute the histogram of x  kaiser    - M length Kaiser window  psd       - the power spectral density using average periodiogram  sinc      - the sinc function of array x
_Dates
  date2num  - convert python datetimes to numeric representation  drange    - create an array of numbers for date plots  num2date  - convert numeric type (float days since 0001) to datetime
_Other
  angle     - the angle of a complex array  griddata  - interpolate irregularly distributed data to a regular grid  load      - Deprecated--please use loadtxt.  loadtxt   - load ASCII data into array.  polyfit   - fit x, y to an n-th order polynomial  polyval   - evaluate an n-th order polynomial  roots     - the roots of the polynomial coefficients in p  save      - Deprecated--please use savetxt.  savetxt   - save an array to an ASCII file.  trapz     - trapezoidal integration
__end
.. [*] MATLAB is a registered trademark of The MathWorks, Inc.

"""

from matplotlib.cbook import flatten, silent_list, iterable, dedent
import matplotlib as mpl
from matplotlib.dates import (    date2num, num2date, datestr2num, strpdate2num, drange, epoch2num,    num2epoch, mx2num, DateFormatter, IndexDateFormatter, DateLocator,    RRuleLocator, YearLocator, MonthLocator, WeekdayLocator, DayLocator,    HourLocator, MinuteLocator, SecondLocator, rrule, MO, TU, WE, TH, FR,    SA, SU, YEARLY, MONTHLY, WEEKLY, DAILY, HOURLY, MINUTELY, SECONDLY,    relativedelta)
# bring all the symbols in so folks can import them from# pylab in one fell swoop
## We are still importing too many things from mlab; more cleanup is needed.
from matplotlib.mlab import (    amap, base_repr, binary_repr, bivariate_normal, center_matrix, csv2rec,    demean, detrend, detrend_linear, detrend_mean, detrend_none, dist,    dist_point_to_segment, distances_along_curve, entropy, exp_safe,    fftsurr, find, frange, get_sparse_matrix, get_xyz_where, griddata,    identity, inside_poly, is_closed_polygon, ispower2, isvector, l1norm,    l2norm, log2, longest_contiguous_ones, longest_ones, movavg, norm_flat,    normpdf, path_length, poly_below, poly_between, prctile, prctile_rank,    rec2csv, rec_append_fields, rec_drop_fields, rec_join, rk4, rms_flat,    segments_intersect, slopes, stineman_interp, vector_lengths,    window_hanning, window_none)
from matplotlib import cbook, mlab, pyplot as pltfrom matplotlib.pyplot import *
from numpy import *from numpy.fft import *from numpy.random import *from numpy.linalg import *
import numpy as npimport numpy.ma as ma
# don't let numpy's datetime hide stdlibimport datetime
# This is needed, or bytes will be numpy.random.bytes from# "from numpy.random import *" abovebytes = __import__("builtins").bytes