Contour 2.1.2

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Plot contours.

Call signature:

contour and contourf draw contour lines and filled contours,respectively. Except as noted, function signatures and return valuesare the same for both versions.

Parameters:	X, Yarray-like, optional The coordinates of the values in Z. X and Y must both be 2-D with the same shape as Z (e.g.created via `numpy.meshgrid`), or they must both be 1-D suchthat `len(X)M` is the number of columns in Z and`len(Y)N` is the number of rows in Z. If not given, they are assumed to be integer indices, i.e.`X=range(M)`, `Y=range(N)`. Zarray-like(N, M) The height values over which the contour is drawn. levelsint or array-like, optional Determines the number and positions of the contour lines / regions. If an int n, use n data intervals; i.e. draw n+1 contourlines. The level heights are automatically chosen. If array-like, draw contour lines at the specified levels.The values must be in increasing order.
Returns:	c`QuadContourSet`
Other Parameters:	corner_maskbool, optional Enable/disable corner masking, which only has an effect if Z isa masked array. If `False`, any quad touching a masked point ismasked out. If `True`, only the triangular corners of quadsnearest those points are always masked out, other triangularcorners comprising three unmasked points are contoured as usual. Defaults to `rcParams['contour.corner_mask']` (default: True). colorscolor string or sequence of colors, optional The colors of the levels, i.e. the lines for `contour` and theareas for `contourf`. The sequence is cycled for the levels in ascending order. If thesequence is shorter than the number of levels, it's repeated. As a shortcut, single color strings may be used in place ofone-element lists, i.e. `'red'` instead of `['red']` to colorall levels with the same color. This shortcut does only work forcolor strings, not for other ways of specifying colors. By default (value None), the colormap specified by cmapwill be used. alphafloat, optional The alpha blending value, between 0 (transparent) and 1 (opaque). cmapstr or `Colormap`, optional A `Colormap` instance or registered colormap name. The colormapmaps the level values to colors.Defaults to `rcParams['image.cmap']` (default: 'viridis'). If both colors and cmap are given, an error is raised. norm`Normalize`, optional If a colormap is used, the `Normalize` instance scales the levelvalues to the canonical colormap range [0, 1] for mapping tocolors. If not given, the default linear scaling is used. vmin, vmaxfloat, optional If not None, either or both of these values will be supplied tothe `Normalize` instance, overriding the default color scalingbased on levels. origin{None, 'upper', 'lower', 'image'}, optional Determines the orientation and exact position of Z by specifyingthe position of `Z[0,0]`. This is only relevant, if X, Yare not given. None: `Z[0,0]` is at X=0, Y=0 in the lower left corner. 'lower': `Z[0,0]` is at X=0.5, Y=0.5 in the lower left corner. 'upper': `Z[0,0]` is at X=N+0.5, Y=0.5 in the upper leftcorner. 'image': Use the value from `rcParams['image.origin']` (default: 'upper'). extent(x0, x1, y0, y1), optional If origin is not None, then extent is interpreted as in`imshow`: it gives the outer pixel boundaries. In this case, theposition of Z[0, 0] is the center of the pixel, not a corner. Iforigin is None, then (x0, y0) is the position of Z[0, 0],and (x1, y1) is the position of Z[-1,-1]. This argument is ignored if X and Y are specified in the callto contour. locatorticker.Locator subclass, optional The locator is used to determine the contour levels if theyare not given explicitly via levels.Defaults to `MaxNLocator`. extend{'neither', 'both', 'min', 'max'}, optional, default: 'neither' Determines the `contourf`-coloring of values that are outside thelevels range. If 'neither', values outside the levels range are not colored.If 'min', 'max' or 'both', color the values below, above or belowand above the levels range. Values below `min(levels)` and above `max(levels)` are mappedto the under/over values of the `Colormap`. Note, that mostcolormaps do not have dedicated colors for these by default, sothat the over and under values are the edge values of the colormap.You may want to set these values explicitly using`Colormap.set_under` and `Colormap.set_over`. Note An exising `QuadContourSet` does not get notified ifproperties of its colormap are changed. Therefore, an explicitcall `QuadContourSet.changed()` is needed after modifying thecolormap. The explicit call can be left out, if a colorbar isassigned to the `QuadContourSet` because it internally calls`QuadContourSet.changed()`. Example: xunits, yunitsregistered units, optional Override axis units by specifying an instance of a`matplotlib.units.ConversionInterface`. antialiasedbool, optional Enable antialiasing, overriding the defaults. Forfilled contours, the default is True. For line contours,it is taken from `rcParams['lines.antialiased']` (default: True). nchunkint >= 0, optional If 0, no subdivision of the domain. Specify a positive integer todivide the domain into subdomains of nchunk by nchunk quads.Chunking reduces the maximum length of polygons generated by thecontouring algorithm which reduces the rendering workload passedon to the backend and also requires slightly less RAM. It canhowever introduce rendering artifacts at chunk boundaries dependingon the backend, the antialiased flag and value of alpha. linewidthsfloat or sequence of float, optional Only applies to`contour`. The line width of the contour lines. If a number, all levels will be plotted with this linewidth. If a sequence, the levels in ascending order will be plotted withthe linewidths in the order specified. Defaults to `rcParams['lines.linewidth']` (default: 1.5). linestyles{None, 'solid', 'dashed', 'dashdot', 'dotted'}, optional Only applies to`contour`. If linestyles is None, the default is 'solid' unless the linesare monochrome. In that case, negative contours will take theirlinestyle from `rcParams['contour.negative_linestyle']` (default: 'dashed') setting. linestyles can also be an iterable of the above stringsspecifying a set of linestyles to be used. If thisiterable is shorter than the number of contour levelsit will be repeated as necessary. hatchesList[str], optional Only applies to`contourf`. A list of cross hatch patterns to use on the filled areas.If None, no hatching will be added to the contour.Hatching is supported in the PostScript, PDF, SVG and Aggbackends only.

Notes

Contour 21 A4131

contourf differs from the MATLAB version in that it does not drawthe polygon edges. To draw edges, add line contours with calls tocontour.
contourf fills intervals that are closed at the top; that is, forboundaries z1 and z2, the filled region is:
except for the lowest interval, which is closed on both sides (i.e.it includes the lowest value).