How to use the cycler.Cycler function in cycler

To help you get started, we’ve selected a few cycler examples, based on popular ways it is used in public projects.

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github lukelbd / proplot / proplot / internals / rcsetup.py View on Github external
prefix = '# ' if comment else ''
    data = []
    for key, pair in rcdict.items():
        # Optionally append description
        if description and isinstance(pair, tuple):  # add commented out description
            value = pair[0]
            descrip = '# ' + pair[1]
        else:
            descrip = ''
            if isinstance(pair, tuple):
                value = pair[0]
            else:
                value = pair

        # Translate object to string
        if isinstance(value, cycler.Cycler):  # special case!
            value = repr(value)
        elif isinstance(value, (str, numbers.Number, NoneType)):
            value = str(value)
        elif isinstance(value, (list, tuple, np.ndarray)) and all(
            isinstance(val, (str, numbers.Number)) for val in value
        ):
            value = ', '.join(str(val) for val in value)
        else:
            warnings._warn_proplot(
                f'Failed to write rc setting {key} = {value!r}. Must be string, '
                'number, or list or tuple thereof, or None or a cycler.'
            )
            continue
        if value[:1] == '#':  # e.g. HEX string
            value = repr(value)
        data.append((key, value, descrip))
github theislab / scanpy / scanpy / plotting / _utils.py View on Github external
_color_list = []
            for color in palette:
                if not is_color_like(color):
                    # check if the color is a valid R color and translate it
                    # to a valid hex color value
                    if color in additional_colors:
                        color = additional_colors[color]
                    else:
                        raise ValueError(
                            "The following color value of the given palette "
                            f"is not valid: {color}"
                        )
                _color_list.append(color)

            palette = cycler(color=_color_list)
        if not isinstance(palette, Cycler):
            raise ValueError(
                "Please check that the value of 'palette' is a valid "
                "matplotlib colormap string (eg. Set2), a  list of color names "
                "or a cycler with a 'color' key."
            )
        if 'color' not in palette.keys:
            raise ValueError("Please set the palette key 'color'.")

        cc = palette()
        colors_list = [to_hex(next(cc)['color']) for x in range(len(categories))]

    adata.uns[value_to_plot + '_colors'] = colors_list
github lukelbd / proplot / proplot / constructor.py View on Github external
f'Invalid {key!r} property {value!r}. '
                    f'Must be list or tuple of properties.'
                )
            nprops = max(nprops, len(value))
            props[key] = [*value]  # ensure mutable list

    # If args is non-empty, means we want color cycle; otherwise is black
    if not args:
        props['color'] = [mcolors.to_rgba('k')]
        if kwargs:
            warnings._warn_proplot(
                f'Ignoring Cycle() keyword arg(s) {kwargs}.'
            )

    # Merge cycler objects
    elif all(isinstance(arg, cycler.Cycler) for arg in args):
        if kwargs:
            warnings._warn_proplot(
                f'Ignoring Cycle() keyword arg(s) {kwargs}.'
            )
        if len(args) == 1:
            return args[0]
        else:
            props = {}
            for arg in args:
                for key, value in arg.by_key():
                    if key not in props:
                        props[key] = []
                    props[key].extend([*value])
            return cycler.cycler(**props)

    # Get cycler from a colormap
github theislab / scanpy / scanpy / plotting.py View on Github external
def default_pal(pal=None):
    if pal is None:
        return rcParams['axes.prop_cycle']
    elif not isinstance(pal, Cycler):
        return cycler(color=pal)
github lukelbd / proplot / proplot / demos.py View on Github external
def _draw_bars(
    cmaps, *, source, unknown='User', categories=None,
    length=4.0, width=0.2, N=None
):
    """
    Draw colorbars for "colormaps" and "color cycles". This is called by
    `show_cycles` and `show_cmaps`.
    """
    # Translate local names into database of colormaps
    # NOTE: Custom cmap database raises nice error if colormap name is unknown
    i = 1
    database = pcolors.ColormapDatabase({})  # subset to be drawn
    for cmap in cmaps:
        if isinstance(cmap, cycler.Cycler):
            name = getattr(cmap, 'name', '_no_name')
            cmap = mcolors.ListedColormap(cmap.by_key()['color'], name)
        elif isinstance(cmap, (list, tuple)):
            name = '_no_name'
            cmap = mcolors.ListedColormap(cmap, name)
        elif isinstance(cmap, mcolors.Colormap):
            name = cmap.name
        else:
            name = cmap
            cmap = pcolors._cmap_database[cmap]
        if name in database:
            name = f'{name}_{i}'  # e.g. _no_name_2
            i += 1
        if name.lower()[-2:] == '_r':
            name = name[:-2]
        if name.lower()[-2:] == '_s':
github theislab / scvelo / scvelo / plotting / utils.py View on Github external
if isinstance(palette, list):
        islist = True
    if (islist and len(palette) < length) or (
        not isinstance(palette, list) and len(palette.by_key()["color"]) < length
    ):
        if length <= 28:
            palette = palettes.default_26
        elif length <= len(palettes.default_64):  # 103 colors
            palette = palettes.default_64
        else:
            palette = ["grey" for _ in range(length)]
            logg.info("more than 103 colors would be required, initializing as 'grey'")
        return palette if islist else cycler(color=palette)
    elif islist:
        return palette
    elif not isinstance(palette, Cycler):
        return cycler(color=palette)
    else:
        return palette
github lukelbd / proplot / proplot / styletools.py View on Github external
('markersize',markersize),
        ('markeredgewidth',markeredgewidth),
        ('markeredgecolor',markeredgecolor),
        ('markerfacecolor',markerfacecolor),
        ):
        if value is not None:
            if isinstance(value, str) or not np.iterable(value):
                raise ValueError(f'Invalid {key} property {value}. Must be list or tuple of properties.')
            nprops = max(nprops, len(value))
            props[key] = [*value] # ensure mutable list
    # If args is non-empty, means we want color cycle; otherwise is always black
    if not args:
        props['color'] = ['k'] # ensures property cycler is non empty
        if kwargs:
            warnings.warn(f'Ignoring keyword args {kwargs}.')
    elif all(isinstance(arg, cycler.Cycler) for arg in args):
        # Merge cycler objects
        if kwargs:
            warnings.warn(f'Ignoring keyword args {kwargs}.')
        if len(args) == 1:
            return args[0]
        else:
            props = {}
            for arg in args:
                for key,value in arg.by_key():
                    if key not in props:
                        props[key] = []
                    props[key].extend([*value])
            return cycler.cycler(**props)
    else:
        # Construct and register ListedColormap
        if args and isinstance(args[-1], Number):

cycler

Composable style cycles

BSD-3-Clause
Latest version published 1 year ago

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