11"""
22The classes here provide support for using custom classes with
3- matplotlib , e.g., those that do not expose the array interface but know
3+ Matplotlib , e.g., those that do not expose the array interface but know
44how to convert themselves to arrays. It also supports classes with
55units and units conversion. Use cases include converters for custom
66objects, e.g., a list of datetime objects, as well as for objects that
77are unit aware. We don't assume any particular units implementation;
88rather a units implementation must provide the register with the Registry
9- converter dictionary and a ConversionInterface. For example,
9+ converter dictionary and a ` ConversionInterface` . For example,
1010here is a complete implementation which supports plotting with native
1111datetime objects::
1212
@@ -37,7 +37,7 @@ def default_units(x, axis):
3737 'return the default unit for x or None'
3838 return 'date'
3939
40- # finally we register our object type with a converter
40+ # Finally we register our object type with a converter
4141 units.registry[datetime.date] = DateConverter()
4242
4343"""
@@ -51,17 +51,29 @@ def default_units(x, axis):
5151
5252
5353class AxisInfo (object ):
54- """information to support default axis labeling and tick labeling, and
55- default limits"""
54+ """
55+ Information to support default axis labeling, tick labeling, and
56+ default limits.
57+ """
5658 def __init__ (self , majloc = None , minloc = None ,
5759 majfmt = None , minfmt = None , label = None ,
5860 default_limits = None ):
5961 """
60- majloc and minloc: TickLocators for the major and minor ticks
61- majfmt and minfmt: TickFormatters for the major and minor ticks
62- label: the default axis label
63- default_limits: the default min, max of the axis if no data is present
64- If any of the above are None, the axis will simply use the default
62+ Parameters
63+ ----------
64+ majloc, minloc
65+ TickLocators for the major and minor ticks.
66+ majfmt, minfmt
67+ TickFormatters for the major and minor ticks.
68+ label
69+ The default axis label.
70+ default_limits
71+ The default min, max of the axis if no data is present.
72+
73+ Notes
74+ -----
75+ If any of the above are ``None``, the axis will simply use the
76+ default value.
6577 """
6678 self .majloc = majloc
6779 self .minloc = minloc
@@ -74,37 +86,40 @@ def __init__(self, majloc=None, minloc=None,
7486class ConversionInterface (object ):
7587 """
7688 The minimal interface for a converter to take custom instances (or
77- sequences) and convert them to values mpl can use
89+ sequences) and convert them to values Matplotlib can use.
7890 """
7991 @staticmethod
8092 def axisinfo (unit , axis ):
81- 'return an units.AxisInfo instance for axis with the specified units'
93+ """
94+ Return an `~units.AxisInfo` instance for the axis with the
95+ specified units.
96+ """
8297 return None
8398
8499 @staticmethod
85100 def default_units (x , axis ):
86- 'return the default unit for x or None for the given axis'
101+ """
102+ Return the default unit for *x* or ``None`` for the given axis.
103+ """
87104 return None
88105
89106 @staticmethod
90107 def convert (obj , unit , axis ):
91108 """
92- convert obj using unit for the specified axis. If obj is a sequence,
93- return the converted sequence. The output must be a sequence of
94- scalars that can be used by the numpy array layer
109+ Convert *obj* using *unit* for the specified *axis*.
110+ If *obj* is a sequence, return the converted sequence.
111+ The output must be a sequence of scalars that can be used by the numpy
112+ array layer.
95113 """
96114 return obj
97115
98116 @staticmethod
99117 def is_numlike (x ):
100118 """
101- The matplotlib datalim, autoscaling, locators etc work with
119+ The Matplotlib datalim, autoscaling, locators etc work with
102120 scalars which are the units converted to floats given the
103121 current unit. The converter may be passed these floats, or
104- arrays of them, even when units are set. Derived conversion
105- interfaces may opt to pass plain-ol unitless numbers through
106- the conversion interface and this is a helper function for
107- them.
122+ arrays of them, even when units are set.
108123 """
109124 if iterable (x ):
110125 for thisx in x :
@@ -115,14 +130,16 @@ def is_numlike(x):
115130
116131class Registry (dict ):
117132 """
118- register types with conversion interface
133+ Register types with conversion interface.
119134 """
120135 def __init__ (self ):
121136 dict .__init__ (self )
122137 self ._cached = {}
123138
124139 def get_converter (self , x ):
125- 'get the converter interface instance for x, or None'
140+ """
141+ Get the converter interface instance for *x*, or ``None``.
142+ """
126143
127144 if not len (self ):
128145 return None # nothing registered
@@ -153,7 +170,7 @@ def get_converter(self, x):
153170 # not ever return a non-subclass for a single element.
154171 next_item = xravel [0 ]
155172 if (not isinstance (next_item , np .ndarray ) or
156- next_item .shape != x .shape ):
173+ next_item .shape != x .shape ):
157174 converter = self .get_converter (next_item )
158175 return converter
159176
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