#!/usr/bin/env python # # Copyright 2008 Jose Fonseca # # This program is free software: you can redistribute it and/or modify it # under the terms of the GNU Lesser General Public License as published # by the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU Lesser General Public License for more details. # # You should have received a copy of the GNU Lesser General Public License # along with this program. If not, see . # '''Visualize dot graphs via the xdot format.''' __author__ = "Jose Fonseca" __version__ = "0.4" import os import sys import subprocess import math import colorsys import time import re import gobject import gtk import gtk.gdk import gtk.keysyms import cairo import pango import pangocairo # See http://www.graphviz.org/pub/scm/graphviz-cairo/plugin/cairo/gvrender_cairo.c # For pygtk inspiration and guidance see: # - http://mirageiv.berlios.de/ # - http://comix.sourceforge.net/ class Pen: """Store pen attributes.""" def __init__(self): # set default attributes self.color = (0.0, 0.0, 0.0, 1.0) self.fillcolor = (0.0, 0.0, 0.0, 1.0) self.linewidth = 1.0 self.fontsize = 14.0 self.fontname = "Times-Roman" self.dash = () def copy(self): """Create a copy of this pen.""" pen = Pen() pen.__dict__ = self.__dict__.copy() return pen def highlighted(self): pen = self.copy() pen.color = (1, 0, 0, 1) pen.fillcolor = (1, .8, .8, 1) return pen class Shape: """Abstract base class for all the drawing shapes.""" def __init__(self): pass def draw(self, cr, highlight=False): """Draw this shape with the given cairo context""" raise NotImplementedError def select_pen(self, highlight): if highlight: if not hasattr(self, 'highlight_pen'): self.highlight_pen = self.pen.highlighted() return self.highlight_pen else: return self.pen class TextShape(Shape): #fontmap = pangocairo.CairoFontMap() #fontmap.set_resolution(72) #context = fontmap.create_context() LEFT, CENTER, RIGHT = -1, 0, 1 def __init__(self, pen, x, y, j, w, t): Shape.__init__(self) self.pen = pen.copy() self.x = x self.y = y self.j = j self.w = w self.t = t def draw(self, cr, highlight=False): try: layout = self.layout except AttributeError: layout = cr.create_layout() # set font options # see http://lists.freedesktop.org/archives/cairo/2007-February/009688.html context = layout.get_context() fo = cairo.FontOptions() fo.set_antialias(cairo.ANTIALIAS_DEFAULT) fo.set_hint_style(cairo.HINT_STYLE_NONE) fo.set_hint_metrics(cairo.HINT_METRICS_OFF) try: pangocairo.context_set_font_options(context, fo) except TypeError: # XXX: Some broken pangocairo bindings show the error # 'TypeError: font_options must be a cairo.FontOptions or None' pass # set font font = pango.FontDescription() font.set_family(self.pen.fontname) font.set_absolute_size(self.pen.fontsize*pango.SCALE) layout.set_font_description(font) # set text layout.set_text(self.t) # cache it self.layout = layout else: cr.update_layout(layout) descent = 2 # XXX get descender from font metrics width, height = layout.get_size() width = float(width)/pango.SCALE height = float(height)/pango.SCALE # we know the width that dot thinks this text should have # we do not necessarily have a font with the same metrics # scale it so that the text fits inside its box if width > self.w: f = self.w / width width = self.w # equivalent to width *= f height *= f descent *= f else: f = 1.0 if self.j == self.LEFT: x = self.x elif self.j == self.CENTER: x = self.x - 0.5*width elif self.j == self.RIGHT: x = self.x - width else: assert 0 y = self.y - height + descent cr.move_to(x, y) cr.save() cr.scale(f, f) cr.set_source_rgba(*self.select_pen(highlight).color) cr.show_layout(layout) cr.restore() if 0: # DEBUG # show where dot thinks the text should appear cr.set_source_rgba(1, 0, 0, .9) if self.j == self.LEFT: x = self.x elif self.j == self.CENTER: x = self.x - 0.5*self.w elif self.j == self.RIGHT: x = self.x - self.w cr.move_to(x, self.y) cr.line_to(x+self.w, self.y) cr.stroke() class ImageShape(Shape): def __init__(self, pen, x0, y0, w, h, path): Shape.__init__(self) self.pen = pen.copy() self.x0 = x0 self.y0 = y0 self.w = w self.h = h self.path = path def draw(self, cr, highlight=False): cr2 = gtk.gdk.CairoContext(cr) pixbuf = gtk.gdk.pixbuf_new_from_file(self.path) sx = float(self.w)/float(pixbuf.get_width()) sy = float(self.h)/float(pixbuf.get_height()) cr.save() cr.translate(self.x0, self.y0 - self.h) cr.scale(sx, sy) cr2.set_source_pixbuf(pixbuf, 0, 0) cr2.paint() cr.restore() class EllipseShape(Shape): def __init__(self, pen, x0, y0, w, h, filled=False): Shape.__init__(self) self.pen = pen.copy() self.x0 = x0 self.y0 = y0 self.w = w self.h = h self.filled = filled def draw(self, cr, highlight=False): cr.save() cr.translate(self.x0, self.y0) cr.scale(self.w, self.h) cr.move_to(1.0, 0.0) cr.arc(0.0, 0.0, 1.0, 0, 2.0*math.pi) cr.restore() pen = self.select_pen(highlight) if self.filled: cr.set_source_rgba(*pen.fillcolor) cr.fill() else: cr.set_dash(pen.dash) cr.set_line_width(pen.linewidth) cr.set_source_rgba(*pen.color) cr.stroke() class PolygonShape(Shape): def __init__(self, pen, points, filled=False): Shape.__init__(self) self.pen = pen.copy() self.points = points self.filled = filled def draw(self, cr, highlight=False): x0, y0 = self.points[-1] cr.move_to(x0, y0) for x, y in self.points: cr.line_to(x, y) cr.close_path() pen = self.select_pen(highlight) if self.filled: cr.set_source_rgba(*pen.fillcolor) cr.fill_preserve() cr.fill() else: cr.set_dash(pen.dash) cr.set_line_width(pen.linewidth) cr.set_source_rgba(*pen.color) cr.stroke() class LineShape(Shape): def __init__(self, pen, points): Shape.__init__(self) self.pen = pen.copy() self.points = points def draw(self, cr, highlight=False): x0, y0 = self.points[0] cr.move_to(x0, y0) for x1, y1 in self.points[1:]: cr.line_to(x1, y1) pen = self.select_pen(highlight) cr.set_dash(pen.dash) cr.set_line_width(pen.linewidth) cr.set_source_rgba(*pen.color) cr.stroke() class BezierShape(Shape): def __init__(self, pen, points, filled=False): Shape.__init__(self) self.pen = pen.copy() self.points = points self.filled = filled def draw(self, cr, highlight=False): x0, y0 = self.points[0] cr.move_to(x0, y0) for i in xrange(1, len(self.points), 3): x1, y1 = self.points[i] x2, y2 = self.points[i + 1] x3, y3 = self.points[i + 2] cr.curve_to(x1, y1, x2, y2, x3, y3) pen = self.select_pen(highlight) if self.filled: cr.set_source_rgba(*pen.fillcolor) cr.fill_preserve() cr.fill() else: cr.set_dash(pen.dash) cr.set_line_width(pen.linewidth) cr.set_source_rgba(*pen.color) cr.stroke() class CompoundShape(Shape): def __init__(self, shapes): Shape.__init__(self) self.shapes = shapes def draw(self, cr, highlight=False): for shape in self.shapes: shape.draw(cr, highlight=highlight) class Url(object): def __init__(self, item, url, highlight=None): self.item = item self.url = url if highlight is None: highlight = set([item]) self.highlight = highlight class Jump(object): def __init__(self, item, x, y, highlight=None): self.item = item self.x = x self.y = y if highlight is None: highlight = set([item]) self.highlight = highlight class Element(CompoundShape): """Base class for graph nodes and edges.""" def __init__(self, shapes): CompoundShape.__init__(self, shapes) def get_url(self, x, y): return None def get_jump(self, x, y): return None class Node(Element): def __init__(self, x, y, w, h, shapes, url): Element.__init__(self, shapes) self.x = x self.y = y self.x1 = x - 0.5*w self.y1 = y - 0.5*h self.x2 = x + 0.5*w self.y2 = y + 0.5*h self.url = url def is_inside(self, x, y): return self.x1 <= x and x <= self.x2 and self.y1 <= y and y <= self.y2 def get_url(self, x, y): if self.url is None: return None #print (x, y), (self.x1, self.y1), "-", (self.x2, self.y2) if self.is_inside(x, y): return Url(self, self.url) return None def get_jump(self, x, y): if self.is_inside(x, y): return Jump(self, self.x, self.y) return None def square_distance(x1, y1, x2, y2): deltax = x2 - x1 deltay = y2 - y1 return deltax*deltax + deltay*deltay class Edge(Element): def __init__(self, src, dst, points, shapes): Element.__init__(self, shapes) self.src = src self.dst = dst self.points = points RADIUS = 10 def get_jump(self, x, y): if square_distance(x, y, *self.points[0]) <= self.RADIUS*self.RADIUS: return Jump(self, self.dst.x, self.dst.y, highlight=set([self, self.dst])) if square_distance(x, y, *self.points[-1]) <= self.RADIUS*self.RADIUS: return Jump(self, self.src.x, self.src.y, highlight=set([self, self.src])) return None class Graph(Shape): def __init__(self, width=1, height=1, shapes=(), nodes=(), edges=()): Shape.__init__(self) self.width = width self.height = height self.shapes = shapes self.nodes = nodes self.edges = edges def get_size(self): return self.width, self.height def draw(self, cr, highlight_items=None): if highlight_items is None: highlight_items = () cr.set_source_rgba(0.0, 0.0, 0.0, 1.0) cr.set_line_cap(cairo.LINE_CAP_BUTT) cr.set_line_join(cairo.LINE_JOIN_MITER) for shape in self.shapes: shape.draw(cr) for edge in self.edges: edge.draw(cr, highlight=(edge in highlight_items)) for node in self.nodes: node.draw(cr, highlight=(node in highlight_items)) def get_url(self, x, y): for node in self.nodes: url = node.get_url(x, y) if url is not None: return url return None def get_jump(self, x, y): for edge in self.edges: jump = edge.get_jump(x, y) if jump is not None: return jump for node in self.nodes: jump = node.get_jump(x, y) if jump is not None: return jump return None class XDotAttrParser: """Parser for xdot drawing attributes. See also: - http://www.graphviz.org/doc/info/output.html#d:xdot """ def __init__(self, parser, buf): self.parser = parser self.buf = buf self.pos = 0 self.pen = Pen() self.shapes = [] def __nonzero__(self): return self.pos < len(self.buf) def read_code(self): pos = self.buf.find(" ", self.pos) res = self.buf[self.pos:pos] self.pos = pos + 1 while self.pos < len(self.buf) and self.buf[self.pos].isspace(): self.pos += 1 return res def read_number(self): return int(self.read_code()) def read_float(self): return float(self.read_code()) def read_point(self): x = self.read_number() y = self.read_number() return self.transform(x, y) def read_text(self): num = self.read_number() pos = self.buf.find("-", self.pos) + 1 self.pos = pos + num res = self.buf[pos:self.pos] while self.pos < len(self.buf) and self.buf[self.pos].isspace(): self.pos += 1 return res def read_polygon(self): n = self.read_number() p = [] for i in range(n): x, y = self.read_point() p.append((x, y)) return p def read_color(self): # See http://www.graphviz.org/doc/info/attrs.html#k:color c = self.read_text() c1 = c[:1] if c1 == '#': hex2float = lambda h: float(int(h, 16)/255.0) r = hex2float(c[1:3]) g = hex2float(c[3:5]) b = hex2float(c[5:7]) try: a = hex2float(c[7:9]) except (IndexError, ValueError): a = 1.0 return r, g, b, a elif c1.isdigit() or c1 == ".": # "H,S,V" or "H S V" or "H, S, V" or any other variation h, s, v = map(float, c.replace(",", " ").split()) r, g, b = colorsys.hsv_to_rgb(h, s, v) a = 1.0 return r, g, b, a else: return self.lookup_color(c) def lookup_color(self, c): try: color = gtk.gdk.color_parse(c) except ValueError: pass else: s = 1.0/65535.0 r = color.red*s g = color.green*s b = color.blue*s a = 1.0 return r, g, b, a try: dummy, scheme, index = c.split('/') r, g, b = brewer_colors[scheme][int(index)] except (ValueError, KeyError): pass else: s = 1.0/255.0 r = r*s g = g*s b = b*s a = 1.0 return r, g, b, a sys.stderr.write("unknown color '%s'\n" % c) return None def parse(self): s = self while s: op = s.read_code() if op == "c": color = s.read_color() if color is not None: self.handle_color(color, filled=False) elif op == "C": color = s.read_color() if color is not None: self.handle_color(color, filled=True) elif op == "S": # http://www.graphviz.org/doc/info/attrs.html#k:style style = s.read_text() if style.startswith("setlinewidth("): lw = style.split("(")[1].split(")")[0] lw = float(lw) self.handle_linewidth(lw) elif style in ("solid", "dashed", "dotted"): self.handle_linestyle(style) elif op == "F": size = s.read_float() name = s.read_text() self.handle_font(size, name) elif op == "T": x, y = s.read_point() j = s.read_number() w = s.read_number() t = s.read_text() self.handle_text(x, y, j, w, t) elif op == "E": x0, y0 = s.read_point() w = s.read_number() h = s.read_number() self.handle_ellipse(x0, y0, w, h, filled=True) elif op == "e": x0, y0 = s.read_point() w = s.read_number() h = s.read_number() self.handle_ellipse(x0, y0, w, h, filled=False) elif op == "L": points = self.read_polygon() self.handle_line(points) elif op == "B": points = self.read_polygon() self.handle_bezier(points, filled=False) elif op == "b": points = self.read_polygon() self.handle_bezier(points, filled=True) elif op == "P": points = self.read_polygon() self.handle_polygon(points, filled=True) elif op == "p": points = self.read_polygon() self.handle_polygon(points, filled=False) elif op == "I": x0, y0 = s.read_point() w = s.read_number() h = s.read_number() path = s.read_text() self.handle_image(x0, y0, w, h, path) else: sys.stderr.write("unknown xdot opcode '%s'\n" % op) break return self.shapes def transform(self, x, y): return self.parser.transform(x, y) def handle_color(self, color, filled=False): if filled: self.pen.fillcolor = color else: self.pen.color = color def handle_linewidth(self, linewidth): self.pen.linewidth = linewidth def handle_linestyle(self, style): if style == "solid": self.pen.dash = () elif style == "dashed": self.pen.dash = (6, ) # 6pt on, 6pt off elif style == "dotted": self.pen.dash = (2, 4) # 2pt on, 4pt off def handle_font(self, size, name): self.pen.fontsize = size self.pen.fontname = name def handle_text(self, x, y, j, w, t): self.shapes.append(TextShape(self.pen, x, y, j, w, t)) def handle_ellipse(self, x0, y0, w, h, filled=False): if filled: # xdot uses this to mean "draw a filled shape with an outline" self.shapes.append(EllipseShape(self.pen, x0, y0, w, h, filled=True)) self.shapes.append(EllipseShape(self.pen, x0, y0, w, h)) def handle_image(self, x0, y0, w, h, path): self.shapes.append(ImageShape(self.pen, x0, y0, w, h, path)) def handle_line(self, points): self.shapes.append(LineShape(self.pen, points)) def handle_bezier(self, points, filled=False): if filled: # xdot uses this to mean "draw a filled shape with an outline" self.shapes.append(BezierShape(self.pen, points, filled=True)) self.shapes.append(BezierShape(self.pen, points)) def handle_polygon(self, points, filled=False): if filled: # xdot uses this to mean "draw a filled shape with an outline" self.shapes.append(PolygonShape(self.pen, points, filled=True)) self.shapes.append(PolygonShape(self.pen, points)) EOF = -1 SKIP = -2 class ParseError(Exception): def __init__(self, msg=None, filename=None, line=None, col=None): self.msg = msg self.filename = filename self.line = line self.col = col def __str__(self): return ':'.join([str(part) for part in (self.filename, self.line, self.col, self.msg) if part != None]) class Scanner: """Stateless scanner.""" # should be overriden by derived classes tokens = [] symbols = {} literals = {} ignorecase = False def __init__(self): flags = re.DOTALL if self.ignorecase: flags |= re.IGNORECASE self.tokens_re = re.compile( '|'.join(['(' + regexp + ')' for type, regexp, test_lit in self.tokens]), flags ) def next(self, buf, pos): if pos >= len(buf): return EOF, '', pos mo = self.tokens_re.match(buf, pos) if mo: text = mo.group() type, regexp, test_lit = self.tokens[mo.lastindex - 1] pos = mo.end() if test_lit: type = self.literals.get(text, type) return type, text, pos else: c = buf[pos] return self.symbols.get(c, None), c, pos + 1 class Token: def __init__(self, type, text, line, col): self.type = type self.text = text self.line = line self.col = col class Lexer: # should be overriden by derived classes scanner = None tabsize = 8 newline_re = re.compile(r'\r\n?|\n') def __init__(self, buf = None, pos = 0, filename = None, fp = None): if fp is not None: try: fileno = fp.fileno() length = os.path.getsize(fp.name) import mmap except: # read whole file into memory buf = fp.read() pos = 0 else: # map the whole file into memory if length: # length must not be zero buf = mmap.mmap(fileno, length, access = mmap.ACCESS_READ) pos = os.lseek(fileno, 0, 1) else: buf = '' pos = 0 if filename is None: try: filename = fp.name except AttributeError: filename = None self.buf = buf self.pos = pos self.line = 1 self.col = 1 self.filename = filename def next(self): while True: # save state pos = self.pos line = self.line col = self.col type, text, endpos = self.scanner.next(self.buf, pos) assert pos + len(text) == endpos self.consume(text) type, text = self.filter(type, text) self.pos = endpos if type == SKIP: continue elif type is None: msg = 'unexpected char ' if text >= ' ' and text <= '~': msg += "'%s'" % text else: msg += "0x%X" % ord(text) raise ParseError(msg, self.filename, line, col) else: break return Token(type = type, text = text, line = line, col = col) def consume(self, text): # update line number pos = 0 for mo in self.newline_re.finditer(text, pos): self.line += 1 self.col = 1 pos = mo.end() # update column number while True: tabpos = text.find('\t', pos) if tabpos == -1: break self.col += tabpos - pos self.col = ((self.col - 1)//self.tabsize + 1)*self.tabsize + 1 pos = tabpos + 1 self.col += len(text) - pos class Parser: def __init__(self, lexer): self.lexer = lexer self.lookahead = self.lexer.next() def match(self, type): if self.lookahead.type != type: raise ParseError( msg = 'unexpected token %r' % self.lookahead.text, filename = self.lexer.filename, line = self.lookahead.line, col = self.lookahead.col) def skip(self, type): while self.lookahead.type != type: self.consume() def consume(self): token = self.lookahead self.lookahead = self.lexer.next() return token ID = 0 STR_ID = 1 HTML_ID = 2 EDGE_OP = 3 LSQUARE = 4 RSQUARE = 5 LCURLY = 6 RCURLY = 7 COMMA = 8 COLON = 9 SEMI = 10 EQUAL = 11 PLUS = 12 STRICT = 13 GRAPH = 14 DIGRAPH = 15 NODE = 16 EDGE = 17 SUBGRAPH = 18 class DotScanner(Scanner): # token regular expression table tokens = [ # whitespace and comments (SKIP, r'[ \t\f\r\n\v]+|' r'//[^\r\n]*|' r'/\*.*?\*/|' r'#[^\r\n]*', False), # Alphanumeric IDs (ID, r'[a-zA-Z_\x80-\xff][a-zA-Z0-9_\x80-\xff]*', True), # Numeric IDs (ID, r'-?(?:\.[0-9]+|[0-9]+(?:\.[0-9]*)?)', False), # String IDs (STR_ID, r'"[^"\\]*(?:\\.[^"\\]*)*"', False), # HTML IDs (HTML_ID, r'<[^<>]*(?:<[^<>]*>[^<>]*)*>', False), # Edge operators (EDGE_OP, r'-[>-]', False), ] # symbol table symbols = { '[': LSQUARE, ']': RSQUARE, '{': LCURLY, '}': RCURLY, ',': COMMA, ':': COLON, ';': SEMI, '=': EQUAL, '+': PLUS, } # literal table literals = { 'strict': STRICT, 'graph': GRAPH, 'digraph': DIGRAPH, 'node': NODE, 'edge': EDGE, 'subgraph': SUBGRAPH, } ignorecase = True class DotLexer(Lexer): scanner = DotScanner() def filter(self, type, text): # TODO: handle charset if type == STR_ID: text = text[1:-1] # line continuations text = text.replace('\\\r\n', '') text = text.replace('\\\r', '') text = text.replace('\\\n', '') # quotes text = text.replace('\\"', '"') # layout engines recognize other escape codes (many non-standard) # but we don't translate them here type = ID elif type == HTML_ID: text = text[1:-1] type = ID return type, text class DotParser(Parser): def __init__(self, lexer): Parser.__init__(self, lexer) self.graph_attrs = {} self.node_attrs = {} self.edge_attrs = {} def parse(self): self.parse_graph() self.match(EOF) def parse_graph(self): if self.lookahead.type == STRICT: self.consume() self.skip(LCURLY) self.consume() while self.lookahead.type != RCURLY: self.parse_stmt() self.consume() def parse_subgraph(self): id = None if self.lookahead.type == SUBGRAPH: self.consume() if self.lookahead.type == ID: id = self.lookahead.text self.consume() if self.lookahead.type == LCURLY: self.consume() while self.lookahead.type != RCURLY: self.parse_stmt() self.consume() return id def parse_stmt(self): if self.lookahead.type == GRAPH: self.consume() attrs = self.parse_attrs() self.graph_attrs.update(attrs) self.handle_graph(attrs) elif self.lookahead.type == NODE: self.consume() self.node_attrs.update(self.parse_attrs()) elif self.lookahead.type == EDGE: self.consume() self.edge_attrs.update(self.parse_attrs()) elif self.lookahead.type in (SUBGRAPH, LCURLY): self.parse_subgraph() else: id = self.parse_node_id() if self.lookahead.type == EDGE_OP: self.consume() node_ids = [id, self.parse_node_id()] while self.lookahead.type == EDGE_OP: node_ids.append(self.parse_node_id()) attrs = self.parse_attrs() for i in range(0, len(node_ids) - 1): self.handle_edge(node_ids[i], node_ids[i + 1], attrs) elif self.lookahead.type == EQUAL: self.consume() self.parse_id() else: attrs = self.parse_attrs() self.handle_node(id, attrs) if self.lookahead.type == SEMI: self.consume() def parse_attrs(self): attrs = {} while self.lookahead.type == LSQUARE: self.consume() while self.lookahead.type != RSQUARE: name, value = self.parse_attr() attrs[name] = value if self.lookahead.type == COMMA: self.consume() self.consume() return attrs def parse_attr(self): name = self.parse_id() if self.lookahead.type == EQUAL: self.consume() value = self.parse_id() else: value = 'true' return name, value def parse_node_id(self): node_id = self.parse_id() if self.lookahead.type == COLON: self.consume() port = self.parse_id() if self.lookahead.type == COLON: self.consume() compass_pt = self.parse_id() else: compass_pt = None else: port = None compass_pt = None # XXX: we don't really care about port and compass point values when parsing xdot return node_id def parse_id(self): self.match(ID) id = self.lookahead.text self.consume() return id def handle_graph(self, attrs): pass def handle_node(self, id, attrs): pass def handle_edge(self, src_id, dst_id, attrs): pass class XDotParser(DotParser): def __init__(self, xdotcode): lexer = DotLexer(buf = xdotcode) DotParser.__init__(self, lexer) self.nodes = [] self.edges = [] self.shapes = [] self.node_by_name = {} self.top_graph = True def handle_graph(self, attrs): if self.top_graph: try: bb = attrs['bb'] except KeyError: return if not bb: return xmin, ymin, xmax, ymax = map(float, bb.split(",")) self.xoffset = -xmin self.yoffset = -ymax self.xscale = 1.0 self.yscale = -1.0 # FIXME: scale from points to pixels self.width = max(xmax - xmin, 1) self.height = max(ymax - ymin, 1) self.top_graph = False for attr in ("_draw_", "_ldraw_", "_hdraw_", "_tdraw_", "_hldraw_", "_tldraw_"): if attr in attrs: parser = XDotAttrParser(self, attrs[attr]) self.shapes.extend(parser.parse()) def handle_node(self, id, attrs): try: pos = attrs['pos'] except KeyError: return x, y = self.parse_node_pos(pos) w = float(attrs.get('width', 0))*72 h = float(attrs.get('height', 0))*72 shapes = [] for attr in ("_draw_", "_ldraw_"): if attr in attrs: parser = XDotAttrParser(self, attrs[attr]) shapes.extend(parser.parse()) url = attrs.get('URL', None) node = Node(x, y, w, h, shapes, url) self.node_by_name[id] = node if shapes: self.nodes.append(node) def handle_edge(self, src_id, dst_id, attrs): try: pos = attrs['pos'] except KeyError: return points = self.parse_edge_pos(pos) shapes = [] for attr in ("_draw_", "_ldraw_", "_hdraw_", "_tdraw_", "_hldraw_", "_tldraw_"): if attr in attrs: parser = XDotAttrParser(self, attrs[attr]) shapes.extend(parser.parse()) if shapes: src = self.node_by_name[src_id] dst = self.node_by_name[dst_id] self.edges.append(Edge(src, dst, points, shapes)) def parse(self): DotParser.parse(self) return Graph(self.width, self.height, self.shapes, self.nodes, self.edges) def parse_node_pos(self, pos): x, y = pos.split(",") return self.transform(float(x), float(y)) def parse_edge_pos(self, pos): points = [] for entry in pos.split(' '): fields = entry.split(',') try: x, y = fields except ValueError: # TODO: handle start/end points continue else: points.append(self.transform(float(x), float(y))) return points def transform(self, x, y): # XXX: this is not the right place for this code x = (x + self.xoffset)*self.xscale y = (y + self.yoffset)*self.yscale return x, y class Animation(object): step = 0.03 # seconds def __init__(self, dot_widget): self.dot_widget = dot_widget self.timeout_id = None def start(self): self.timeout_id = gobject.timeout_add(int(self.step * 1000), self.tick) def stop(self): self.dot_widget.animation = NoAnimation(self.dot_widget) if self.timeout_id is not None: gobject.source_remove(self.timeout_id) self.timeout_id = None def tick(self): self.stop() class NoAnimation(Animation): def start(self): pass def stop(self): pass class LinearAnimation(Animation): duration = 0.6 def start(self): self.started = time.time() Animation.start(self) def tick(self): t = (time.time() - self.started) / self.duration self.animate(max(0, min(t, 1))) return (t < 1) def animate(self, t): pass class MoveToAnimation(LinearAnimation): def __init__(self, dot_widget, target_x, target_y): Animation.__init__(self, dot_widget) self.source_x = dot_widget.x self.source_y = dot_widget.y self.target_x = target_x self.target_y = target_y def animate(self, t): sx, sy = self.source_x, self.source_y tx, ty = self.target_x, self.target_y self.dot_widget.x = tx * t + sx * (1-t) self.dot_widget.y = ty * t + sy * (1-t) self.dot_widget.queue_draw() class ZoomToAnimation(MoveToAnimation): def __init__(self, dot_widget, target_x, target_y): MoveToAnimation.__init__(self, dot_widget, target_x, target_y) self.source_zoom = dot_widget.zoom_ratio self.target_zoom = self.source_zoom self.extra_zoom = 0 middle_zoom = 0.5 * (self.source_zoom + self.target_zoom) distance = math.hypot(self.source_x - self.target_x, self.source_y - self.target_y) rect = self.dot_widget.get_allocation() visible = min(rect.width, rect.height) / self.dot_widget.zoom_ratio visible *= 0.9 if distance > 0: desired_middle_zoom = visible / distance self.extra_zoom = min(0, 4 * (desired_middle_zoom - middle_zoom)) def animate(self, t): a, b, c = self.source_zoom, self.extra_zoom, self.target_zoom self.dot_widget.zoom_ratio = c*t + b*t*(1-t) + a*(1-t) self.dot_widget.zoom_to_fit_on_resize = False MoveToAnimation.animate(self, t) class DragAction(object): def __init__(self, dot_widget): self.dot_widget = dot_widget def on_button_press(self, event): self.startmousex = self.prevmousex = event.x self.startmousey = self.prevmousey = event.y self.start() def on_motion_notify(self, event): if event.is_hint: x, y, state = event.window.get_pointer() else: x, y, state = event.x, event.y, event.state deltax = self.prevmousex - x deltay = self.prevmousey - y self.drag(deltax, deltay) self.prevmousex = x self.prevmousey = y def on_button_release(self, event): self.stopmousex = event.x self.stopmousey = event.y self.stop() def draw(self, cr): pass def start(self): pass def drag(self, deltax, deltay): pass def stop(self): pass def abort(self): pass class NullAction(DragAction): def on_motion_notify(self, event): if event.is_hint: x, y, state = event.window.get_pointer() else: x, y, state = event.x, event.y, event.state dot_widget = self.dot_widget item = dot_widget.get_url(x, y) if item is None: item = dot_widget.get_jump(x, y) if item is not None: dot_widget.window.set_cursor(gtk.gdk.Cursor(gtk.gdk.HAND2)) dot_widget.set_highlight(item.highlight) else: dot_widget.window.set_cursor(gtk.gdk.Cursor(gtk.gdk.ARROW)) dot_widget.set_highlight(None) class PanAction(DragAction): def start(self): self.dot_widget.window.set_cursor(gtk.gdk.Cursor(gtk.gdk.FLEUR)) def drag(self, deltax, deltay): self.dot_widget.x += deltax / self.dot_widget.zoom_ratio self.dot_widget.y += deltay / self.dot_widget.zoom_ratio self.dot_widget.queue_draw() def stop(self): self.dot_widget.window.set_cursor(gtk.gdk.Cursor(gtk.gdk.ARROW)) abort = stop class ZoomAction(DragAction): def drag(self, deltax, deltay): self.dot_widget.zoom_ratio *= 1.005 ** (deltax + deltay) self.dot_widget.zoom_to_fit_on_resize = False self.dot_widget.queue_draw() def stop(self): self.dot_widget.queue_draw() class ZoomAreaAction(DragAction): def drag(self, deltax, deltay): self.dot_widget.queue_draw() def draw(self, cr): cr.save() cr.set_source_rgba(.5, .5, 1.0, 0.25) cr.rectangle(self.startmousex, self.startmousey, self.prevmousex - self.startmousex, self.prevmousey - self.startmousey) cr.fill() cr.set_source_rgba(.5, .5, 1.0, 1.0) cr.set_line_width(1) cr.rectangle(self.startmousex - .5, self.startmousey - .5, self.prevmousex - self.startmousex + 1, self.prevmousey - self.startmousey + 1) cr.stroke() cr.restore() def stop(self): x1, y1 = self.dot_widget.window2graph(self.startmousex, self.startmousey) x2, y2 = self.dot_widget.window2graph(self.stopmousex, self.stopmousey) self.dot_widget.zoom_to_area(x1, y1, x2, y2) def abort(self): self.dot_widget.queue_draw() class DotWidget(gtk.DrawingArea): """PyGTK widget that draws dot graphs.""" __gsignals__ = { 'expose-event': 'override', 'clicked' : (gobject.SIGNAL_RUN_LAST, gobject.TYPE_NONE, (gobject.TYPE_STRING, gtk.gdk.Event)) } filter = 'dot' def __init__(self): gtk.DrawingArea.__init__(self) self.graph = Graph() self.openfilename = None self.set_flags(gtk.CAN_FOCUS) self.add_events(gtk.gdk.BUTTON_PRESS_MASK | gtk.gdk.BUTTON_RELEASE_MASK) self.connect("button-press-event", self.on_area_button_press) self.connect("button-release-event", self.on_area_button_release) self.add_events(gtk.gdk.POINTER_MOTION_MASK | gtk.gdk.POINTER_MOTION_HINT_MASK | gtk.gdk.BUTTON_RELEASE_MASK) self.connect("motion-notify-event", self.on_area_motion_notify) self.connect("scroll-event", self.on_area_scroll_event) self.connect("size-allocate", self.on_area_size_allocate) self.connect('key-press-event', self.on_key_press_event) self.last_mtime = None gobject.timeout_add(1000, self.update) self.x, self.y = 0.0, 0.0 self.zoom_ratio = 1.0 self.zoom_to_fit_on_resize = False self.animation = NoAnimation(self) self.drag_action = NullAction(self) self.presstime = None self.highlight = None def set_filter(self, filter): self.filter = filter def run_filter(self, dotcode): if not self.filter: return dotcode p = subprocess.Popen( [self.filter, '-Txdot'], stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=False, universal_newlines=True ) xdotcode, error = p.communicate(dotcode) sys.stderr.write(error) if p.returncode != 0: dialog = gtk.MessageDialog(type=gtk.MESSAGE_ERROR, message_format=error, buttons=gtk.BUTTONS_OK) dialog.set_title('Dot Viewer') dialog.run() dialog.destroy() return None return xdotcode def set_dotcode(self, dotcode, filename=None): self.openfilename = None if isinstance(dotcode, unicode): dotcode = dotcode.encode('utf8') xdotcode = self.run_filter(dotcode) if xdotcode is None: return False try: self.set_xdotcode(xdotcode) except ParseError, ex: dialog = gtk.MessageDialog(type=gtk.MESSAGE_ERROR, message_format=str(ex), buttons=gtk.BUTTONS_OK) dialog.set_title('Dot Viewer') dialog.run() dialog.destroy() return False else: if filename is None: self.last_mtime = None else: self.last_mtime = os.stat(filename).st_mtime self.openfilename = filename return True def set_xdotcode(self, xdotcode): #print xdotcode parser = XDotParser(xdotcode) self.graph = parser.parse() self.zoom_image(self.zoom_ratio, center=True) def reload(self): if self.openfilename is not None: try: fp = file(self.openfilename, 'rt') self.set_dotcode(fp.read(), self.openfilename) fp.close() except IOError: pass def update(self): if self.openfilename is not None: current_mtime = os.stat(self.openfilename).st_mtime if current_mtime != self.last_mtime: self.last_mtime = current_mtime self.reload() return True def do_expose_event(self, event): cr = self.window.cairo_create() # set a clip region for the expose event cr.rectangle( event.area.x, event.area.y, event.area.width, event.area.height ) cr.clip() cr.set_source_rgba(1.0, 1.0, 1.0, 1.0) cr.paint() cr.save() rect = self.get_allocation() cr.translate(0.5*rect.width, 0.5*rect.height) cr.scale(self.zoom_ratio, self.zoom_ratio) cr.translate(-self.x, -self.y) self.graph.draw(cr, highlight_items=self.highlight) cr.restore() self.drag_action.draw(cr) return False def get_current_pos(self): return self.x, self.y def set_current_pos(self, x, y): self.x = x self.y = y self.queue_draw() def set_highlight(self, items): if self.highlight != items: self.highlight = items self.queue_draw() def zoom_image(self, zoom_ratio, center=False, pos=None): if center: self.x = self.graph.width/2 self.y = self.graph.height/2 elif pos is not None: rect = self.get_allocation() x, y = pos x -= 0.5*rect.width y -= 0.5*rect.height self.x += x / self.zoom_ratio - x / zoom_ratio self.y += y / self.zoom_ratio - y / zoom_ratio self.zoom_ratio = zoom_ratio self.zoom_to_fit_on_resize = False self.queue_draw() def zoom_to_area(self, x1, y1, x2, y2): rect = self.get_allocation() width = abs(x1 - x2) height = abs(y1 - y2) self.zoom_ratio = min( float(rect.width)/float(width), float(rect.height)/float(height) ) self.zoom_to_fit_on_resize = False self.x = (x1 + x2) / 2 self.y = (y1 + y2) / 2 self.queue_draw() def zoom_to_fit(self): rect = self.get_allocation() rect.x += self.ZOOM_TO_FIT_MARGIN rect.y += self.ZOOM_TO_FIT_MARGIN rect.width -= 2 * self.ZOOM_TO_FIT_MARGIN rect.height -= 2 * self.ZOOM_TO_FIT_MARGIN zoom_ratio = min( float(rect.width)/float(self.graph.width), float(rect.height)/float(self.graph.height) ) self.zoom_image(zoom_ratio, center=True) self.zoom_to_fit_on_resize = True ZOOM_INCREMENT = 1.25 ZOOM_TO_FIT_MARGIN = 12 def on_zoom_in(self, action): self.zoom_image(self.zoom_ratio * self.ZOOM_INCREMENT) def on_zoom_out(self, action): self.zoom_image(self.zoom_ratio / self.ZOOM_INCREMENT) def on_zoom_fit(self, action): self.zoom_to_fit() def on_zoom_100(self, action): self.zoom_image(1.0) POS_INCREMENT = 100 def on_key_press_event(self, widget, event): if event.keyval == gtk.keysyms.Left: self.x -= self.POS_INCREMENT/self.zoom_ratio self.queue_draw() return True if event.keyval == gtk.keysyms.Right: self.x += self.POS_INCREMENT/self.zoom_ratio self.queue_draw() return True if event.keyval == gtk.keysyms.Up: self.y -= self.POS_INCREMENT/self.zoom_ratio self.queue_draw() return True if event.keyval == gtk.keysyms.Down: self.y += self.POS_INCREMENT/self.zoom_ratio self.queue_draw() return True if event.keyval in (gtk.keysyms.Page_Up, gtk.keysyms.plus, gtk.keysyms.equal, gtk.keysyms.KP_Add): self.zoom_image(self.zoom_ratio * self.ZOOM_INCREMENT) self.queue_draw() return True if event.keyval in (gtk.keysyms.Page_Down, gtk.keysyms.minus, gtk.keysyms.KP_Subtract): self.zoom_image(self.zoom_ratio / self.ZOOM_INCREMENT) self.queue_draw() return True if event.keyval == gtk.keysyms.Escape: self.drag_action.abort() self.drag_action = NullAction(self) return True if event.keyval == gtk.keysyms.r: self.reload() return True if event.keyval == gtk.keysyms.q: gtk.main_quit() return True if event.keyval == gtk.keysyms.p: self.on_print() return True return False print_settings = None def on_print(self, action=None): print_op = gtk.PrintOperation() if self.print_settings != None: print_op.set_print_settings(self.print_settings) print_op.connect("begin_print", self.begin_print) print_op.connect("draw_page", self.draw_page) res = print_op.run(gtk.PRINT_OPERATION_ACTION_PRINT_DIALOG, self.parent.parent) if res == gtk.PRINT_OPERATION_RESULT_APPLY: print_settings = print_op.get_print_settings() def begin_print(self, operation, context): operation.set_n_pages(1) #operation.set_support_selection(True) #operation.set_has_selection(True) return True def draw_page(self, operation, context, page_nr): cr = context.get_cairo_context() rect = self.get_allocation() cr.translate(0.5*rect.width, 0.5*rect.height) cr.scale(self.zoom_ratio, self.zoom_ratio) cr.translate(-self.x, -self.y) self.graph.draw(cr, highlight_items=self.highlight) def get_drag_action(self, event): state = event.state if event.button in (1, 2): # left or middle button if state & gtk.gdk.CONTROL_MASK: return ZoomAction elif state & gtk.gdk.SHIFT_MASK: return ZoomAreaAction else: return PanAction return NullAction def on_area_button_press(self, area, event): self.animation.stop() self.drag_action.abort() action_type = self.get_drag_action(event) self.drag_action = action_type(self) self.drag_action.on_button_press(event) self.presstime = time.time() self.pressx = event.x self.pressy = event.y return False def is_click(self, event, click_fuzz=4, click_timeout=1.0): assert event.type == gtk.gdk.BUTTON_RELEASE if self.presstime is None: # got a button release without seeing the press? return False # XXX instead of doing this complicated logic, shouldn't we listen # for gtk's clicked event instead? deltax = self.pressx - event.x deltay = self.pressy - event.y return (time.time() < self.presstime + click_timeout and math.hypot(deltax, deltay) < click_fuzz) def on_area_button_release(self, area, event): self.drag_action.on_button_release(event) self.drag_action = NullAction(self) if event.button == 1 and self.is_click(event): x, y = int(event.x), int(event.y) url = self.get_url(x, y) if url is not None: self.emit('clicked', unicode(url.url), event) else: jump = self.get_jump(x, y) if jump is not None: self.animate_to(jump.x, jump.y) return True if event.button == 1 or event.button == 2: return True return False def on_area_scroll_event(self, area, event): if event.direction == gtk.gdk.SCROLL_UP: self.zoom_image(self.zoom_ratio * self.ZOOM_INCREMENT, pos=(event.x, event.y)) return True if event.direction == gtk.gdk.SCROLL_DOWN: self.zoom_image(self.zoom_ratio / self.ZOOM_INCREMENT, pos=(event.x, event.y)) return True return False def on_area_motion_notify(self, area, event): self.drag_action.on_motion_notify(event) return True def on_area_size_allocate(self, area, allocation): if self.zoom_to_fit_on_resize: self.zoom_to_fit() def animate_to(self, x, y): self.animation = ZoomToAnimation(self, x, y) self.animation.start() def window2graph(self, x, y): rect = self.get_allocation() x -= 0.5*rect.width y -= 0.5*rect.height x /= self.zoom_ratio y /= self.zoom_ratio x += self.x y += self.y return x, y def get_url(self, x, y): x, y = self.window2graph(x, y) return self.graph.get_url(x, y) def get_jump(self, x, y): x, y = self.window2graph(x, y) return self.graph.get_jump(x, y) class DotWindow(gtk.Window): ui = ''' ''' base_title = 'Dot Viewer' def __init__(self): gtk.Window.__init__(self) self.graph = Graph() window = self window.set_title(self.base_title) window.set_default_size(512, 512) vbox = gtk.VBox() window.add(vbox) self.widget = DotWidget() # Create a UIManager instance uimanager = self.uimanager = gtk.UIManager() # Add the accelerator group to the toplevel window accelgroup = uimanager.get_accel_group() window.add_accel_group(accelgroup) # Create an ActionGroup actiongroup = gtk.ActionGroup('Actions') self.actiongroup = actiongroup # Create actions actiongroup.add_actions(( ('Open', gtk.STOCK_OPEN, None, None, None, self.on_open), ('Reload', gtk.STOCK_REFRESH, None, None, None, self.on_reload), ('Print', gtk.STOCK_PRINT, None, None, "Prints the currently visible part of the graph", self.widget.on_print), ('ZoomIn', gtk.STOCK_ZOOM_IN, None, None, None, self.widget.on_zoom_in), ('ZoomOut', gtk.STOCK_ZOOM_OUT, None, None, None, self.widget.on_zoom_out), ('ZoomFit', gtk.STOCK_ZOOM_FIT, None, None, None, self.widget.on_zoom_fit), ('Zoom100', gtk.STOCK_ZOOM_100, None, None, None, self.widget.on_zoom_100), )) # Add the actiongroup to the uimanager uimanager.insert_action_group(actiongroup, 0) # Add a UI descrption uimanager.add_ui_from_string(self.ui) # Create a Toolbar toolbar = uimanager.get_widget('/ToolBar') vbox.pack_start(toolbar, False) vbox.pack_start(self.widget) self.set_focus(self.widget) self.show_all() def set_filter(self, filter): self.widget.set_filter(filter) def set_dotcode(self, dotcode, filename=None): if self.widget.set_dotcode(dotcode, filename): self.update_title(filename) self.widget.zoom_to_fit() def set_xdotcode(self, xdotcode, filename=None): if self.widget.set_xdotcode(xdotcode): self.update_title(filename) self.widget.zoom_to_fit() def update_title(self, filename=None): if filename is None: self.set_title(self.base_title) else: self.set_title(os.path.basename(filename) + ' - ' + self.base_title) def open_file(self, filename): try: fp = file(filename, 'rt') self.set_dotcode(fp.read(), filename) fp.close() except IOError, ex: dlg = gtk.MessageDialog(type=gtk.MESSAGE_ERROR, message_format=str(ex), buttons=gtk.BUTTONS_OK) dlg.set_title(self.base_title) dlg.run() dlg.destroy() def on_open(self, action): chooser = gtk.FileChooserDialog(title="Open dot File", action=gtk.FILE_CHOOSER_ACTION_OPEN, buttons=(gtk.STOCK_CANCEL, gtk.RESPONSE_CANCEL, gtk.STOCK_OPEN, gtk.RESPONSE_OK)) chooser.set_default_response(gtk.RESPONSE_OK) filter = gtk.FileFilter() filter.set_name("Graphviz dot files") filter.add_pattern("*.dot") chooser.add_filter(filter) filter = gtk.FileFilter() filter.set_name("All files") filter.add_pattern("*") chooser.add_filter(filter) if chooser.run() == gtk.RESPONSE_OK: filename = chooser.get_filename() chooser.destroy() self.open_file(filename) else: chooser.destroy() def on_reload(self, action): self.widget.reload() def main(): import optparse parser = optparse.OptionParser( usage='\n\t%prog [file]', version='%%prog %s' % __version__) parser.add_option( '-f', '--filter', type='choice', choices=('dot', 'neato', 'twopi', 'circo', 'fdp'), dest='filter', default='dot', help='graphviz filter: dot, neato, twopi, circo, or fdp [default: %default]') parser.add_option( '-n', '--no-filter', action='store_const', const=None, dest='filter', help='assume input is already filtered into xdot format (use e.g. dot -Txdot)') (options, args) = parser.parse_args(sys.argv[1:]) if len(args) > 1: parser.error('incorrect number of arguments') win = DotWindow() win.connect('destroy', gtk.main_quit) win.set_filter(options.filter) if len(args) == 0: if not sys.stdin.isatty(): win.set_dotcode(sys.stdin.read()) else: if args[0] == '-': win.set_dotcode(sys.stdin.read()) else: win.open_file(args[0]) gtk.main() # Apache-Style Software License for ColorBrewer software and ColorBrewer Color # Schemes, Version 1.1 # # Copyright (c) 2002 Cynthia Brewer, Mark Harrower, and The Pennsylvania State # University. All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # 1. Redistributions as source code must retain the above copyright notice, # this list of conditions and the following disclaimer. # # 2. The end-user documentation included with the redistribution, if any, # must include the following acknowledgment: # # This product includes color specifications and designs developed by # Cynthia Brewer (http://colorbrewer.org/). # # Alternately, this acknowledgment may appear in the software itself, if and # wherever such third-party acknowledgments normally appear. # # 3. The name "ColorBrewer" must not be used to endorse or promote products # derived from this software without prior written permission. For written # permission, please contact Cynthia Brewer at cbrewer@psu.edu. # # 4. Products derived from this software may not be called "ColorBrewer", # nor may "ColorBrewer" appear in their name, without prior written # permission of Cynthia Brewer. # # THIS SOFTWARE IS PROVIDED "AS IS" AND ANY EXPRESSED OR IMPLIED WARRANTIES, # INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND # FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CYNTHIA # BREWER, MARK HARROWER, OR THE PENNSYLVANIA STATE UNIVERSITY BE LIABLE FOR ANY # DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES # (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; # LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND # ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT # (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS # SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. brewer_colors = { 'accent3': [(127, 201, 127), (190, 174, 212), (253, 192, 134)], 'accent4': [(127, 201, 127), (190, 174, 212), (253, 192, 134), (255, 255, 153)], 'accent5': [(127, 201, 127), (190, 174, 212), (253, 192, 134), (255, 255, 153), (56, 108, 176)], 'accent6': [(127, 201, 127), (190, 174, 212), (253, 192, 134), (255, 255, 153), (56, 108, 176), (240, 2, 127)], 'accent7': [(127, 201, 127), (190, 174, 212), (253, 192, 134), (255, 255, 153), (56, 108, 176), (240, 2, 127), (191, 91, 23)], 'accent8': [(127, 201, 127), (190, 174, 212), (253, 192, 134), (255, 255, 153), (56, 108, 176), (240, 2, 127), (191, 91, 23), (102, 102, 102)], 'blues3': [(222, 235, 247), (158, 202, 225), (49, 130, 189)], 'blues4': [(239, 243, 255), (189, 215, 231), (107, 174, 214), (33, 113, 181)], 'blues5': [(239, 243, 255), (189, 215, 231), (107, 174, 214), (49, 130, 189), (8, 81, 156)], 'blues6': [(239, 243, 255), (198, 219, 239), (158, 202, 225), (107, 174, 214), (49, 130, 189), (8, 81, 156)], 'blues7': [(239, 243, 255), (198, 219, 239), (158, 202, 225), (107, 174, 214), (66, 146, 198), (33, 113, 181), (8, 69, 148)], 'blues8': [(247, 251, 255), (222, 235, 247), (198, 219, 239), (158, 202, 225), (107, 174, 214), (66, 146, 198), (33, 113, 181), (8, 69, 148)], 'blues9': [(247, 251, 255), (222, 235, 247), (198, 219, 239), (158, 202, 225), (107, 174, 214), (66, 146, 198), (33, 113, 181), (8, 81, 156), (8, 48, 107)], 'brbg10': [(84, 48, 5), (0, 60, 48), (140, 81, 10), (191, 129, 45), (223, 194, 125), (246, 232, 195), (199, 234, 229), (128, 205, 193), (53, 151, 143), (1, 102, 94)], 'brbg11': [(84, 48, 5), (1, 102, 94), (0, 60, 48), (140, 81, 10), (191, 129, 45), (223, 194, 125), (246, 232, 195), (245, 245, 245), (199, 234, 229), (128, 205, 193), (53, 151, 143)], 'brbg3': [(216, 179, 101), (245, 245, 245), (90, 180, 172)], 'brbg4': [(166, 97, 26), (223, 194, 125), (128, 205, 193), (1, 133, 113)], 'brbg5': [(166, 97, 26), (223, 194, 125), (245, 245, 245), (128, 205, 193), (1, 133, 113)], 'brbg6': [(140, 81, 10), (216, 179, 101), (246, 232, 195), (199, 234, 229), (90, 180, 172), (1, 102, 94)], 'brbg7': [(140, 81, 10), (216, 179, 101), (246, 232, 195), (245, 245, 245), (199, 234, 229), (90, 180, 172), (1, 102, 94)], 'brbg8': [(140, 81, 10), (191, 129, 45), (223, 194, 125), (246, 232, 195), (199, 234, 229), (128, 205, 193), (53, 151, 143), (1, 102, 94)], 'brbg9': [(140, 81, 10), (191, 129, 45), (223, 194, 125), (246, 232, 195), (245, 245, 245), (199, 234, 229), (128, 205, 193), (53, 151, 143), (1, 102, 94)], 'bugn3': [(229, 245, 249), (153, 216, 201), (44, 162, 95)], 'bugn4': [(237, 248, 251), (178, 226, 226), (102, 194, 164), (35, 139, 69)], 'bugn5': [(237, 248, 251), (178, 226, 226), (102, 194, 164), (44, 162, 95), (0, 109, 44)], 'bugn6': [(237, 248, 251), (204, 236, 230), (153, 216, 201), (102, 194, 164), (44, 162, 95), (0, 109, 44)], 'bugn7': [(237, 248, 251), (204, 236, 230), (153, 216, 201), (102, 194, 164), (65, 174, 118), (35, 139, 69), (0, 88, 36)], 'bugn8': [(247, 252, 253), (229, 245, 249), (204, 236, 230), (153, 216, 201), (102, 194, 164), (65, 174, 118), (35, 139, 69), (0, 88, 36)], 'bugn9': [(247, 252, 253), (229, 245, 249), (204, 236, 230), (153, 216, 201), (102, 194, 164), (65, 174, 118), (35, 139, 69), (0, 109, 44), (0, 68, 27)], 'bupu3': [(224, 236, 244), (158, 188, 218), (136, 86, 167)], 'bupu4': [(237, 248, 251), (179, 205, 227), (140, 150, 198), (136, 65, 157)], 'bupu5': [(237, 248, 251), (179, 205, 227), (140, 150, 198), (136, 86, 167), (129, 15, 124)], 'bupu6': [(237, 248, 251), (191, 211, 230), (158, 188, 218), (140, 150, 198), (136, 86, 167), (129, 15, 124)], 'bupu7': [(237, 248, 251), (191, 211, 230), (158, 188, 218), (140, 150, 198), (140, 107, 177), (136, 65, 157), (110, 1, 107)], 'bupu8': [(247, 252, 253), (224, 236, 244), (191, 211, 230), (158, 188, 218), (140, 150, 198), (140, 107, 177), (136, 65, 157), (110, 1, 107)], 'bupu9': [(247, 252, 253), (224, 236, 244), (191, 211, 230), (158, 188, 218), (140, 150, 198), (140, 107, 177), (136, 65, 157), (129, 15, 124), (77, 0, 75)], 'dark23': [(27, 158, 119), (217, 95, 2), (117, 112, 179)], 'dark24': [(27, 158, 119), (217, 95, 2), (117, 112, 179), (231, 41, 138)], 'dark25': [(27, 158, 119), (217, 95, 2), (117, 112, 179), (231, 41, 138), (102, 166, 30)], 'dark26': [(27, 158, 119), (217, 95, 2), (117, 112, 179), (231, 41, 138), (102, 166, 30), (230, 171, 2)], 'dark27': [(27, 158, 119), (217, 95, 2), (117, 112, 179), (231, 41, 138), (102, 166, 30), (230, 171, 2), (166, 118, 29)], 'dark28': [(27, 158, 119), (217, 95, 2), (117, 112, 179), (231, 41, 138), (102, 166, 30), (230, 171, 2), (166, 118, 29), (102, 102, 102)], 'gnbu3': [(224, 243, 219), (168, 221, 181), (67, 162, 202)], 'gnbu4': [(240, 249, 232), (186, 228, 188), (123, 204, 196), (43, 140, 190)], 'gnbu5': [(240, 249, 232), (186, 228, 188), (123, 204, 196), (67, 162, 202), (8, 104, 172)], 'gnbu6': [(240, 249, 232), (204, 235, 197), (168, 221, 181), (123, 204, 196), (67, 162, 202), (8, 104, 172)], 'gnbu7': [(240, 249, 232), (204, 235, 197), (168, 221, 181), (123, 204, 196), (78, 179, 211), (43, 140, 190), (8, 88, 158)], 'gnbu8': [(247, 252, 240), (224, 243, 219), (204, 235, 197), (168, 221, 181), (123, 204, 196), (78, 179, 211), (43, 140, 190), (8, 88, 158)], 'gnbu9': [(247, 252, 240), (224, 243, 219), (204, 235, 197), (168, 221, 181), (123, 204, 196), (78, 179, 211), (43, 140, 190), (8, 104, 172), (8, 64, 129)], 'greens3': [(229, 245, 224), (161, 217, 155), (49, 163, 84)], 'greens4': [(237, 248, 233), (186, 228, 179), (116, 196, 118), (35, 139, 69)], 'greens5': [(237, 248, 233), (186, 228, 179), (116, 196, 118), (49, 163, 84), (0, 109, 44)], 'greens6': [(237, 248, 233), (199, 233, 192), (161, 217, 155), (116, 196, 118), (49, 163, 84), (0, 109, 44)], 'greens7': [(237, 248, 233), (199, 233, 192), (161, 217, 155), (116, 196, 118), (65, 171, 93), (35, 139, 69), (0, 90, 50)], 'greens8': [(247, 252, 245), (229, 245, 224), (199, 233, 192), (161, 217, 155), (116, 196, 118), (65, 171, 93), (35, 139, 69), (0, 90, 50)], 'greens9': [(247, 252, 245), (229, 245, 224), (199, 233, 192), (161, 217, 155), (116, 196, 118), (65, 171, 93), (35, 139, 69), (0, 109, 44), (0, 68, 27)], 'greys3': [(240, 240, 240), (189, 189, 189), (99, 99, 99)], 'greys4': [(247, 247, 247), (204, 204, 204), (150, 150, 150), (82, 82, 82)], 'greys5': [(247, 247, 247), (204, 204, 204), (150, 150, 150), (99, 99, 99), (37, 37, 37)], 'greys6': [(247, 247, 247), (217, 217, 217), (189, 189, 189), (150, 150, 150), (99, 99, 99), (37, 37, 37)], 'greys7': [(247, 247, 247), (217, 217, 217), (189, 189, 189), (150, 150, 150), (115, 115, 115), (82, 82, 82), (37, 37, 37)], 'greys8': [(255, 255, 255), (240, 240, 240), (217, 217, 217), (189, 189, 189), (150, 150, 150), (115, 115, 115), (82, 82, 82), (37, 37, 37)], 'greys9': [(255, 255, 255), (240, 240, 240), (217, 217, 217), (189, 189, 189), (150, 150, 150), (115, 115, 115), (82, 82, 82), (37, 37, 37), (0, 0, 0)], 'oranges3': [(254, 230, 206), (253, 174, 107), (230, 85, 13)], 'oranges4': [(254, 237, 222), (253, 190, 133), (253, 141, 60), (217, 71, 1)], 'oranges5': [(254, 237, 222), (253, 190, 133), (253, 141, 60), (230, 85, 13), (166, 54, 3)], 'oranges6': [(254, 237, 222), (253, 208, 162), (253, 174, 107), (253, 141, 60), (230, 85, 13), (166, 54, 3)], 'oranges7': [(254, 237, 222), (253, 208, 162), (253, 174, 107), (253, 141, 60), (241, 105, 19), (217, 72, 1), (140, 45, 4)], 'oranges8': [(255, 245, 235), (254, 230, 206), (253, 208, 162), (253, 174, 107), (253, 141, 60), (241, 105, 19), (217, 72, 1), (140, 45, 4)], 'oranges9': [(255, 245, 235), (254, 230, 206), (253, 208, 162), (253, 174, 107), (253, 141, 60), (241, 105, 19), (217, 72, 1), (166, 54, 3), (127, 39, 4)], 'orrd3': [(254, 232, 200), (253, 187, 132), (227, 74, 51)], 'orrd4': [(254, 240, 217), (253, 204, 138), (252, 141, 89), (215, 48, 31)], 'orrd5': [(254, 240, 217), (253, 204, 138), (252, 141, 89), (227, 74, 51), (179, 0, 0)], 'orrd6': [(254, 240, 217), (253, 212, 158), (253, 187, 132), (252, 141, 89), (227, 74, 51), (179, 0, 0)], 'orrd7': [(254, 240, 217), (253, 212, 158), (253, 187, 132), (252, 141, 89), (239, 101, 72), (215, 48, 31), (153, 0, 0)], 'orrd8': [(255, 247, 236), (254, 232, 200), (253, 212, 158), (253, 187, 132), (252, 141, 89), (239, 101, 72), (215, 48, 31), (153, 0, 0)], 'orrd9': [(255, 247, 236), (254, 232, 200), (253, 212, 158), (253, 187, 132), (252, 141, 89), (239, 101, 72), (215, 48, 31), (179, 0, 0), (127, 0, 0)], 'paired10': [(166, 206, 227), (106, 61, 154), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153), (227, 26, 28), (253, 191, 111), (255, 127, 0), (202, 178, 214)], 'paired11': [(166, 206, 227), (106, 61, 154), (255, 255, 153), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153), (227, 26, 28), (253, 191, 111), (255, 127, 0), (202, 178, 214)], 'paired12': [(166, 206, 227), (106, 61, 154), (255, 255, 153), (177, 89, 40), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153), (227, 26, 28), (253, 191, 111), (255, 127, 0), (202, 178, 214)], 'paired3': [(166, 206, 227), (31, 120, 180), (178, 223, 138)], 'paired4': [(166, 206, 227), (31, 120, 180), (178, 223, 138), (51, 160, 44)], 'paired5': [(166, 206, 227), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153)], 'paired6': [(166, 206, 227), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153), (227, 26, 28)], 'paired7': [(166, 206, 227), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153), (227, 26, 28), (253, 191, 111)], 'paired8': [(166, 206, 227), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153), (227, 26, 28), (253, 191, 111), (255, 127, 0)], 'paired9': [(166, 206, 227), (31, 120, 180), (178, 223, 138), (51, 160, 44), (251, 154, 153), (227, 26, 28), (253, 191, 111), (255, 127, 0), (202, 178, 214)], 'pastel13': [(251, 180, 174), (179, 205, 227), (204, 235, 197)], 'pastel14': [(251, 180, 174), (179, 205, 227), (204, 235, 197), (222, 203, 228)], 'pastel15': [(251, 180, 174), (179, 205, 227), (204, 235, 197), (222, 203, 228), (254, 217, 166)], 'pastel16': [(251, 180, 174), (179, 205, 227), (204, 235, 197), (222, 203, 228), (254, 217, 166), (255, 255, 204)], 'pastel17': [(251, 180, 174), (179, 205, 227), (204, 235, 197), (222, 203, 228), (254, 217, 166), (255, 255, 204), (229, 216, 189)], 'pastel18': [(251, 180, 174), (179, 205, 227), (204, 235, 197), (222, 203, 228), (254, 217, 166), (255, 255, 204), (229, 216, 189), (253, 218, 236)], 'pastel19': [(251, 180, 174), (179, 205, 227), (204, 235, 197), (222, 203, 228), (254, 217, 166), (255, 255, 204), (229, 216, 189), (253, 218, 236), (242, 242, 242)], 'pastel23': [(179, 226, 205), (253, 205, 172), (203, 213, 232)], 'pastel24': [(179, 226, 205), (253, 205, 172), (203, 213, 232), (244, 202, 228)], 'pastel25': [(179, 226, 205), (253, 205, 172), (203, 213, 232), (244, 202, 228), (230, 245, 201)], 'pastel26': [(179, 226, 205), (253, 205, 172), (203, 213, 232), (244, 202, 228), (230, 245, 201), (255, 242, 174)], 'pastel27': [(179, 226, 205), (253, 205, 172), (203, 213, 232), (244, 202, 228), (230, 245, 201), (255, 242, 174), (241, 226, 204)], 'pastel28': [(179, 226, 205), (253, 205, 172), (203, 213, 232), (244, 202, 228), (230, 245, 201), (255, 242, 174), (241, 226, 204), (204, 204, 204)], 'piyg10': [(142, 1, 82), (39, 100, 25), (197, 27, 125), (222, 119, 174), (241, 182, 218), (253, 224, 239), (230, 245, 208), (184, 225, 134), (127, 188, 65), (77, 146, 33)], 'piyg11': [(142, 1, 82), (77, 146, 33), (39, 100, 25), (197, 27, 125), (222, 119, 174), (241, 182, 218), (253, 224, 239), (247, 247, 247), (230, 245, 208), (184, 225, 134), (127, 188, 65)], 'piyg3': [(233, 163, 201), (247, 247, 247), (161, 215, 106)], 'piyg4': [(208, 28, 139), (241, 182, 218), (184, 225, 134), (77, 172, 38)], 'piyg5': [(208, 28, 139), (241, 182, 218), (247, 247, 247), (184, 225, 134), (77, 172, 38)], 'piyg6': [(197, 27, 125), (233, 163, 201), (253, 224, 239), (230, 245, 208), (161, 215, 106), (77, 146, 33)], 'piyg7': [(197, 27, 125), (233, 163, 201), (253, 224, 239), (247, 247, 247), (230, 245, 208), (161, 215, 106), (77, 146, 33)], 'piyg8': [(197, 27, 125), (222, 119, 174), (241, 182, 218), (253, 224, 239), (230, 245, 208), (184, 225, 134), (127, 188, 65), (77, 146, 33)], 'piyg9': [(197, 27, 125), (222, 119, 174), (241, 182, 218), (253, 224, 239), (247, 247, 247), (230, 245, 208), (184, 225, 134), (127, 188, 65), (77, 146, 33)], 'prgn10': [(64, 0, 75), (0, 68, 27), (118, 42, 131), (153, 112, 171), (194, 165, 207), (231, 212, 232), (217, 240, 211), (166, 219, 160), (90, 174, 97), (27, 120, 55)], 'prgn11': [(64, 0, 75), (27, 120, 55), (0, 68, 27), (118, 42, 131), (153, 112, 171), (194, 165, 207), (231, 212, 232), (247, 247, 247), (217, 240, 211), (166, 219, 160), (90, 174, 97)], 'prgn3': [(175, 141, 195), (247, 247, 247), (127, 191, 123)], 'prgn4': [(123, 50, 148), (194, 165, 207), (166, 219, 160), (0, 136, 55)], 'prgn5': [(123, 50, 148), (194, 165, 207), (247, 247, 247), (166, 219, 160), (0, 136, 55)], 'prgn6': [(118, 42, 131), (175, 141, 195), (231, 212, 232), (217, 240, 211), (127, 191, 123), (27, 120, 55)], 'prgn7': [(118, 42, 131), (175, 141, 195), (231, 212, 232), (247, 247, 247), (217, 240, 211), (127, 191, 123), (27, 120, 55)], 'prgn8': [(118, 42, 131), (153, 112, 171), (194, 165, 207), (231, 212, 232), (217, 240, 211), (166, 219, 160), (90, 174, 97), (27, 120, 55)], 'prgn9': [(118, 42, 131), (153, 112, 171), (194, 165, 207), (231, 212, 232), (247, 247, 247), (217, 240, 211), (166, 219, 160), (90, 174, 97), (27, 120, 55)], 'pubu3': [(236, 231, 242), (166, 189, 219), (43, 140, 190)], 'pubu4': [(241, 238, 246), (189, 201, 225), (116, 169, 207), (5, 112, 176)], 'pubu5': [(241, 238, 246), (189, 201, 225), (116, 169, 207), (43, 140, 190), (4, 90, 141)], 'pubu6': [(241, 238, 246), (208, 209, 230), (166, 189, 219), (116, 169, 207), (43, 140, 190), (4, 90, 141)], 'pubu7': [(241, 238, 246), (208, 209, 230), (166, 189, 219), (116, 169, 207), (54, 144, 192), (5, 112, 176), (3, 78, 123)], 'pubu8': [(255, 247, 251), (236, 231, 242), (208, 209, 230), (166, 189, 219), (116, 169, 207), (54, 144, 192), (5, 112, 176), (3, 78, 123)], 'pubu9': [(255, 247, 251), (236, 231, 242), (208, 209, 230), (166, 189, 219), (116, 169, 207), (54, 144, 192), (5, 112, 176), (4, 90, 141), (2, 56, 88)], 'pubugn3': [(236, 226, 240), (166, 189, 219), (28, 144, 153)], 'pubugn4': [(246, 239, 247), (189, 201, 225), (103, 169, 207), (2, 129, 138)], 'pubugn5': [(246, 239, 247), (189, 201, 225), (103, 169, 207), (28, 144, 153), (1, 108, 89)], 'pubugn6': [(246, 239, 247), (208, 209, 230), (166, 189, 219), (103, 169, 207), (28, 144, 153), (1, 108, 89)], 'pubugn7': [(246, 239, 247), (208, 209, 230), (166, 189, 219), (103, 169, 207), (54, 144, 192), (2, 129, 138), (1, 100, 80)], 'pubugn8': [(255, 247, 251), (236, 226, 240), (208, 209, 230), (166, 189, 219), (103, 169, 207), (54, 144, 192), (2, 129, 138), (1, 100, 80)], 'pubugn9': [(255, 247, 251), (236, 226, 240), (208, 209, 230), (166, 189, 219), (103, 169, 207), (54, 144, 192), (2, 129, 138), (1, 108, 89), (1, 70, 54)], 'puor10': [(127, 59, 8), (45, 0, 75), (179, 88, 6), (224, 130, 20), (253, 184, 99), (254, 224, 182), (216, 218, 235), (178, 171, 210), (128, 115, 172), (84, 39, 136)], 'puor11': [(127, 59, 8), (84, 39, 136), (45, 0, 75), (179, 88, 6), (224, 130, 20), (253, 184, 99), (254, 224, 182), (247, 247, 247), (216, 218, 235), (178, 171, 210), (128, 115, 172)], 'puor3': [(241, 163, 64), (247, 247, 247), (153, 142, 195)], 'puor4': [(230, 97, 1), (253, 184, 99), (178, 171, 210), (94, 60, 153)], 'puor5': [(230, 97, 1), (253, 184, 99), (247, 247, 247), (178, 171, 210), (94, 60, 153)], 'puor6': [(179, 88, 6), (241, 163, 64), (254, 224, 182), (216, 218, 235), (153, 142, 195), (84, 39, 136)], 'puor7': [(179, 88, 6), (241, 163, 64), (254, 224, 182), (247, 247, 247), (216, 218, 235), (153, 142, 195), (84, 39, 136)], 'puor8': [(179, 88, 6), (224, 130, 20), (253, 184, 99), (254, 224, 182), (216, 218, 235), (178, 171, 210), (128, 115, 172), (84, 39, 136)], 'puor9': [(179, 88, 6), (224, 130, 20), (253, 184, 99), (254, 224, 182), (247, 247, 247), (216, 218, 235), (178, 171, 210), (128, 115, 172), (84, 39, 136)], 'purd3': [(231, 225, 239), (201, 148, 199), (221, 28, 119)], 'purd4': [(241, 238, 246), (215, 181, 216), (223, 101, 176), (206, 18, 86)], 'purd5': [(241, 238, 246), (215, 181, 216), (223, 101, 176), (221, 28, 119), (152, 0, 67)], 'purd6': [(241, 238, 246), (212, 185, 218), (201, 148, 199), (223, 101, 176), (221, 28, 119), (152, 0, 67)], 'purd7': [(241, 238, 246), (212, 185, 218), (201, 148, 199), (223, 101, 176), (231, 41, 138), (206, 18, 86), (145, 0, 63)], 'purd8': [(247, 244, 249), (231, 225, 239), (212, 185, 218), (201, 148, 199), (223, 101, 176), (231, 41, 138), (206, 18, 86), (145, 0, 63)], 'purd9': [(247, 244, 249), (231, 225, 239), (212, 185, 218), (201, 148, 199), (223, 101, 176), (231, 41, 138), (206, 18, 86), (152, 0, 67), (103, 0, 31)], 'purples3': [(239, 237, 245), (188, 189, 220), (117, 107, 177)], 'purples4': [(242, 240, 247), (203, 201, 226), (158, 154, 200), (106, 81, 163)], 'purples5': [(242, 240, 247), (203, 201, 226), (158, 154, 200), (117, 107, 177), (84, 39, 143)], 'purples6': [(242, 240, 247), (218, 218, 235), (188, 189, 220), (158, 154, 200), (117, 107, 177), (84, 39, 143)], 'purples7': [(242, 240, 247), (218, 218, 235), (188, 189, 220), (158, 154, 200), (128, 125, 186), (106, 81, 163), (74, 20, 134)], 'purples8': [(252, 251, 253), (239, 237, 245), (218, 218, 235), (188, 189, 220), (158, 154, 200), (128, 125, 186), (106, 81, 163), (74, 20, 134)], 'purples9': [(252, 251, 253), (239, 237, 245), (218, 218, 235), (188, 189, 220), (158, 154, 200), (128, 125, 186), (106, 81, 163), (84, 39, 143), (63, 0, 125)], 'rdbu10': [(103, 0, 31), (5, 48, 97), (178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (209, 229, 240), (146, 197, 222), (67, 147, 195), (33, 102, 172)], 'rdbu11': [(103, 0, 31), (33, 102, 172), (5, 48, 97), (178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (247, 247, 247), (209, 229, 240), (146, 197, 222), (67, 147, 195)], 'rdbu3': [(239, 138, 98), (247, 247, 247), (103, 169, 207)], 'rdbu4': [(202, 0, 32), (244, 165, 130), (146, 197, 222), (5, 113, 176)], 'rdbu5': [(202, 0, 32), (244, 165, 130), (247, 247, 247), (146, 197, 222), (5, 113, 176)], 'rdbu6': [(178, 24, 43), (239, 138, 98), (253, 219, 199), (209, 229, 240), (103, 169, 207), (33, 102, 172)], 'rdbu7': [(178, 24, 43), (239, 138, 98), (253, 219, 199), (247, 247, 247), (209, 229, 240), (103, 169, 207), (33, 102, 172)], 'rdbu8': [(178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (209, 229, 240), (146, 197, 222), (67, 147, 195), (33, 102, 172)], 'rdbu9': [(178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (247, 247, 247), (209, 229, 240), (146, 197, 222), (67, 147, 195), (33, 102, 172)], 'rdgy10': [(103, 0, 31), (26, 26, 26), (178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (224, 224, 224), (186, 186, 186), (135, 135, 135), (77, 77, 77)], 'rdgy11': [(103, 0, 31), (77, 77, 77), (26, 26, 26), (178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (255, 255, 255), (224, 224, 224), (186, 186, 186), (135, 135, 135)], 'rdgy3': [(239, 138, 98), (255, 255, 255), (153, 153, 153)], 'rdgy4': [(202, 0, 32), (244, 165, 130), (186, 186, 186), (64, 64, 64)], 'rdgy5': [(202, 0, 32), (244, 165, 130), (255, 255, 255), (186, 186, 186), (64, 64, 64)], 'rdgy6': [(178, 24, 43), (239, 138, 98), (253, 219, 199), (224, 224, 224), (153, 153, 153), (77, 77, 77)], 'rdgy7': [(178, 24, 43), (239, 138, 98), (253, 219, 199), (255, 255, 255), (224, 224, 224), (153, 153, 153), (77, 77, 77)], 'rdgy8': [(178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (224, 224, 224), (186, 186, 186), (135, 135, 135), (77, 77, 77)], 'rdgy9': [(178, 24, 43), (214, 96, 77), (244, 165, 130), (253, 219, 199), (255, 255, 255), (224, 224, 224), (186, 186, 186), (135, 135, 135), (77, 77, 77)], 'rdpu3': [(253, 224, 221), (250, 159, 181), (197, 27, 138)], 'rdpu4': [(254, 235, 226), (251, 180, 185), (247, 104, 161), (174, 1, 126)], 'rdpu5': [(254, 235, 226), (251, 180, 185), (247, 104, 161), (197, 27, 138), (122, 1, 119)], 'rdpu6': [(254, 235, 226), (252, 197, 192), (250, 159, 181), (247, 104, 161), (197, 27, 138), (122, 1, 119)], 'rdpu7': [(254, 235, 226), (252, 197, 192), (250, 159, 181), (247, 104, 161), (221, 52, 151), (174, 1, 126), (122, 1, 119)], 'rdpu8': [(255, 247, 243), (253, 224, 221), (252, 197, 192), (250, 159, 181), (247, 104, 161), (221, 52, 151), (174, 1, 126), (122, 1, 119)], 'rdpu9': [(255, 247, 243), (253, 224, 221), (252, 197, 192), (250, 159, 181), (247, 104, 161), (221, 52, 151), (174, 1, 126), (122, 1, 119), (73, 0, 106)], 'rdylbu10': [(165, 0, 38), (49, 54, 149), (215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 144), (224, 243, 248), (171, 217, 233), (116, 173, 209), (69, 117, 180)], 'rdylbu11': [(165, 0, 38), (69, 117, 180), (49, 54, 149), (215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 144), (255, 255, 191), (224, 243, 248), (171, 217, 233), (116, 173, 209)], 'rdylbu3': [(252, 141, 89), (255, 255, 191), (145, 191, 219)], 'rdylbu4': [(215, 25, 28), (253, 174, 97), (171, 217, 233), (44, 123, 182)], 'rdylbu5': [(215, 25, 28), (253, 174, 97), (255, 255, 191), (171, 217, 233), (44, 123, 182)], 'rdylbu6': [(215, 48, 39), (252, 141, 89), (254, 224, 144), (224, 243, 248), (145, 191, 219), (69, 117, 180)], 'rdylbu7': [(215, 48, 39), (252, 141, 89), (254, 224, 144), (255, 255, 191), (224, 243, 248), (145, 191, 219), (69, 117, 180)], 'rdylbu8': [(215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 144), (224, 243, 248), (171, 217, 233), (116, 173, 209), (69, 117, 180)], 'rdylbu9': [(215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 144), (255, 255, 191), (224, 243, 248), (171, 217, 233), (116, 173, 209), (69, 117, 180)], 'rdylgn10': [(165, 0, 38), (0, 104, 55), (215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 139), (217, 239, 139), (166, 217, 106), (102, 189, 99), (26, 152, 80)], 'rdylgn11': [(165, 0, 38), (26, 152, 80), (0, 104, 55), (215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 139), (255, 255, 191), (217, 239, 139), (166, 217, 106), (102, 189, 99)], 'rdylgn3': [(252, 141, 89), (255, 255, 191), (145, 207, 96)], 'rdylgn4': [(215, 25, 28), (253, 174, 97), (166, 217, 106), (26, 150, 65)], 'rdylgn5': [(215, 25, 28), (253, 174, 97), (255, 255, 191), (166, 217, 106), (26, 150, 65)], 'rdylgn6': [(215, 48, 39), (252, 141, 89), (254, 224, 139), (217, 239, 139), (145, 207, 96), (26, 152, 80)], 'rdylgn7': [(215, 48, 39), (252, 141, 89), (254, 224, 139), (255, 255, 191), (217, 239, 139), (145, 207, 96), (26, 152, 80)], 'rdylgn8': [(215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 139), (217, 239, 139), (166, 217, 106), (102, 189, 99), (26, 152, 80)], 'rdylgn9': [(215, 48, 39), (244, 109, 67), (253, 174, 97), (254, 224, 139), (255, 255, 191), (217, 239, 139), (166, 217, 106), (102, 189, 99), (26, 152, 80)], 'reds3': [(254, 224, 210), (252, 146, 114), (222, 45, 38)], 'reds4': [(254, 229, 217), (252, 174, 145), (251, 106, 74), (203, 24, 29)], 'reds5': [(254, 229, 217), (252, 174, 145), (251, 106, 74), (222, 45, 38), (165, 15, 21)], 'reds6': [(254, 229, 217), (252, 187, 161), (252, 146, 114), (251, 106, 74), (222, 45, 38), (165, 15, 21)], 'reds7': [(254, 229, 217), (252, 187, 161), (252, 146, 114), (251, 106, 74), (239, 59, 44), (203, 24, 29), (153, 0, 13)], 'reds8': [(255, 245, 240), (254, 224, 210), (252, 187, 161), (252, 146, 114), (251, 106, 74), (239, 59, 44), (203, 24, 29), (153, 0, 13)], 'reds9': [(255, 245, 240), (254, 224, 210), (252, 187, 161), (252, 146, 114), (251, 106, 74), (239, 59, 44), (203, 24, 29), (165, 15, 21), (103, 0, 13)], 'set13': [(228, 26, 28), (55, 126, 184), (77, 175, 74)], 'set14': [(228, 26, 28), (55, 126, 184), (77, 175, 74), (152, 78, 163)], 'set15': [(228, 26, 28), (55, 126, 184), (77, 175, 74), (152, 78, 163), (255, 127, 0)], 'set16': [(228, 26, 28), (55, 126, 184), (77, 175, 74), (152, 78, 163), (255, 127, 0), (255, 255, 51)], 'set17': [(228, 26, 28), (55, 126, 184), (77, 175, 74), (152, 78, 163), (255, 127, 0), (255, 255, 51), (166, 86, 40)], 'set18': [(228, 26, 28), (55, 126, 184), (77, 175, 74), (152, 78, 163), (255, 127, 0), (255, 255, 51), (166, 86, 40), (247, 129, 191)], 'set19': [(228, 26, 28), (55, 126, 184), (77, 175, 74), (152, 78, 163), (255, 127, 0), (255, 255, 51), (166, 86, 40), (247, 129, 191), (153, 153, 153)], 'set23': [(102, 194, 165), (252, 141, 98), (141, 160, 203)], 'set24': [(102, 194, 165), (252, 141, 98), (141, 160, 203), (231, 138, 195)], 'set25': [(102, 194, 165), (252, 141, 98), (141, 160, 203), (231, 138, 195), (166, 216, 84)], 'set26': [(102, 194, 165), (252, 141, 98), (141, 160, 203), (231, 138, 195), (166, 216, 84), (255, 217, 47)], 'set27': [(102, 194, 165), (252, 141, 98), (141, 160, 203), (231, 138, 195), (166, 216, 84), (255, 217, 47), (229, 196, 148)], 'set28': [(102, 194, 165), (252, 141, 98), (141, 160, 203), (231, 138, 195), (166, 216, 84), (255, 217, 47), (229, 196, 148), (179, 179, 179)], 'set310': [(141, 211, 199), (188, 128, 189), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211), (253, 180, 98), (179, 222, 105), (252, 205, 229), (217, 217, 217)], 'set311': [(141, 211, 199), (188, 128, 189), (204, 235, 197), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211), (253, 180, 98), (179, 222, 105), (252, 205, 229), (217, 217, 217)], 'set312': [(141, 211, 199), (188, 128, 189), (204, 235, 197), (255, 237, 111), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211), (253, 180, 98), (179, 222, 105), (252, 205, 229), (217, 217, 217)], 'set33': [(141, 211, 199), (255, 255, 179), (190, 186, 218)], 'set34': [(141, 211, 199), (255, 255, 179), (190, 186, 218), (251, 128, 114)], 'set35': [(141, 211, 199), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211)], 'set36': [(141, 211, 199), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211), (253, 180, 98)], 'set37': [(141, 211, 199), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211), (253, 180, 98), (179, 222, 105)], 'set38': [(141, 211, 199), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211), (253, 180, 98), (179, 222, 105), (252, 205, 229)], 'set39': [(141, 211, 199), (255, 255, 179), (190, 186, 218), (251, 128, 114), (128, 177, 211), (253, 180, 98), (179, 222, 105), (252, 205, 229), (217, 217, 217)], 'spectral10': [(158, 1, 66), (94, 79, 162), (213, 62, 79), (244, 109, 67), (253, 174, 97), (254, 224, 139), (230, 245, 152), (171, 221, 164), (102, 194, 165), (50, 136, 189)], 'spectral11': [(158, 1, 66), (50, 136, 189), (94, 79, 162), (213, 62, 79), (244, 109, 67), (253, 174, 97), (254, 224, 139), (255, 255, 191), (230, 245, 152), (171, 221, 164), (102, 194, 165)], 'spectral3': [(252, 141, 89), (255, 255, 191), (153, 213, 148)], 'spectral4': [(215, 25, 28), (253, 174, 97), (171, 221, 164), (43, 131, 186)], 'spectral5': [(215, 25, 28), (253, 174, 97), (255, 255, 191), (171, 221, 164), (43, 131, 186)], 'spectral6': [(213, 62, 79), (252, 141, 89), (254, 224, 139), (230, 245, 152), (153, 213, 148), (50, 136, 189)], 'spectral7': [(213, 62, 79), (252, 141, 89), (254, 224, 139), (255, 255, 191), (230, 245, 152), (153, 213, 148), (50, 136, 189)], 'spectral8': [(213, 62, 79), (244, 109, 67), (253, 174, 97), (254, 224, 139), (230, 245, 152), (171, 221, 164), (102, 194, 165), (50, 136, 189)], 'spectral9': [(213, 62, 79), (244, 109, 67), (253, 174, 97), (254, 224, 139), (255, 255, 191), (230, 245, 152), (171, 221, 164), (102, 194, 165), (50, 136, 189)], 'ylgn3': [(247, 252, 185), (173, 221, 142), (49, 163, 84)], 'ylgn4': [(255, 255, 204), (194, 230, 153), (120, 198, 121), (35, 132, 67)], 'ylgn5': [(255, 255, 204), (194, 230, 153), (120, 198, 121), (49, 163, 84), (0, 104, 55)], 'ylgn6': [(255, 255, 204), (217, 240, 163), (173, 221, 142), (120, 198, 121), (49, 163, 84), (0, 104, 55)], 'ylgn7': [(255, 255, 204), (217, 240, 163), (173, 221, 142), (120, 198, 121), (65, 171, 93), (35, 132, 67), (0, 90, 50)], 'ylgn8': [(255, 255, 229), (247, 252, 185), (217, 240, 163), (173, 221, 142), (120, 198, 121), (65, 171, 93), (35, 132, 67), (0, 90, 50)], 'ylgn9': [(255, 255, 229), (247, 252, 185), (217, 240, 163), (173, 221, 142), (120, 198, 121), (65, 171, 93), (35, 132, 67), (0, 104, 55), (0, 69, 41)], 'ylgnbu3': [(237, 248, 177), (127, 205, 187), (44, 127, 184)], 'ylgnbu4': [(255, 255, 204), (161, 218, 180), (65, 182, 196), (34, 94, 168)], 'ylgnbu5': [(255, 255, 204), (161, 218, 180), (65, 182, 196), (44, 127, 184), (37, 52, 148)], 'ylgnbu6': [(255, 255, 204), (199, 233, 180), (127, 205, 187), (65, 182, 196), (44, 127, 184), (37, 52, 148)], 'ylgnbu7': [(255, 255, 204), (199, 233, 180), (127, 205, 187), (65, 182, 196), (29, 145, 192), (34, 94, 168), (12, 44, 132)], 'ylgnbu8': [(255, 255, 217), (237, 248, 177), (199, 233, 180), (127, 205, 187), (65, 182, 196), (29, 145, 192), (34, 94, 168), (12, 44, 132)], 'ylgnbu9': [(255, 255, 217), (237, 248, 177), (199, 233, 180), (127, 205, 187), (65, 182, 196), (29, 145, 192), (34, 94, 168), (37, 52, 148), (8, 29, 88)], 'ylorbr3': [(255, 247, 188), (254, 196, 79), (217, 95, 14)], 'ylorbr4': [(255, 255, 212), (254, 217, 142), (254, 153, 41), (204, 76, 2)], 'ylorbr5': [(255, 255, 212), (254, 217, 142), (254, 153, 41), (217, 95, 14), (153, 52, 4)], 'ylorbr6': [(255, 255, 212), (254, 227, 145), (254, 196, 79), (254, 153, 41), (217, 95, 14), (153, 52, 4)], 'ylorbr7': [(255, 255, 212), (254, 227, 145), (254, 196, 79), (254, 153, 41), (236, 112, 20), (204, 76, 2), (140, 45, 4)], 'ylorbr8': [(255, 255, 229), (255, 247, 188), (254, 227, 145), (254, 196, 79), (254, 153, 41), (236, 112, 20), (204, 76, 2), (140, 45, 4)], 'ylorbr9': [(255, 255, 229), (255, 247, 188), (254, 227, 145), (254, 196, 79), (254, 153, 41), (236, 112, 20), (204, 76, 2), (153, 52, 4), (102, 37, 6)], 'ylorrd3': [(255, 237, 160), (254, 178, 76), (240, 59, 32)], 'ylorrd4': [(255, 255, 178), (254, 204, 92), (253, 141, 60), (227, 26, 28)], 'ylorrd5': [(255, 255, 178), (254, 204, 92), (253, 141, 60), (240, 59, 32), (189, 0, 38)], 'ylorrd6': [(255, 255, 178), (254, 217, 118), (254, 178, 76), (253, 141, 60), (240, 59, 32), (189, 0, 38)], 'ylorrd7': [(255, 255, 178), (254, 217, 118), (254, 178, 76), (253, 141, 60), (252, 78, 42), (227, 26, 28), (177, 0, 38)], 'ylorrd8': [(255, 255, 204), (255, 237, 160), (254, 217, 118), (254, 178, 76), (253, 141, 60), (252, 78, 42), (227, 26, 28), (177, 0, 38)], } if __name__ == '__main__': main()