Mercurial > sypikslang
annotate gamelib/lab.py @ 153:a644f6b64a6d
Implement just the tiny bit of networkx we actually need, so we can drop the extra dependency.
author | Jeremy Thurgood <firxen@gmail.com> |
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date | Fri, 11 May 2012 20:27:37 +0200 |
parents | 372d886f9e70 |
children | 4bbd4a1879f8 |
rev | line source |
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14 | 1 # -*- test-case-name: gamelib.tests.test_lab -*- |
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2 |
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3 from random import random, choice, sample |
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49 | 5 from gamelib import research, schematics |
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6 from gamelib.game_base import get_subclasses |
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7 |
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8 |
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9 class ScienceGraph(object): |
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10 def __init__(self, all_science, known_science): |
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11 self._graph = {} |
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12 self.node = {} |
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13 self.all_science = all_science |
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14 self.known_science = known_science |
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15 self.add_all_science() |
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16 self.tag_known_science() |
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17 |
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18 def add_all_science(self): |
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19 # Add level 0 of everything to the graph. |
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20 for science in self.all_science: |
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21 self.add_node((science, 0), known=False) |
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22 |
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23 # Walk dependencies and fill in intermediate nodes. |
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24 for science in self.all_science: |
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25 for dep in science.PREREQUISITES: |
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26 self.add_node_string(*dep) |
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27 self.add_edge(dep, (science, 0)) |
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28 |
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29 def add_node(self, node, **attrs): |
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30 self.node[node] = attrs |
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31 self._graph[node] = {} |
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32 |
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33 def add_edge(self, a, b, **attrs): |
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34 if a not in self._graph: |
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35 self.add_node(a) |
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36 if b not in self._graph: |
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37 self.add_node(b) |
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38 self._graph[a][b] = attrs |
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39 |
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40 def predecessors(self, node): |
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41 preds = [] |
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42 for n, e in self._graph.iteritems(): |
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43 if node in e: |
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44 preds.append(n) |
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45 return preds |
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46 |
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47 def add_node_string(self, science, level): |
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48 node = (science, level) |
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49 if node in self._graph: |
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50 return node |
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51 |
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52 # We prepopulate with level 0 of eveything. |
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53 assert level >= 0 |
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54 |
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55 self.add_node(node, known=False) |
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56 parent = self.add_node_string(science, level - 1) |
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57 self.add_edge(parent, node) |
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58 return node |
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59 |
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60 def tag_known_science(self): |
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61 for science in self.known_science: |
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62 # We may know more of this than the graph has. |
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63 self.add_node_string(type(science), science.points + 1) |
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64 for i in range(science.points + 1): |
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65 self.node[(type(science), i)]['known'] = True |
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66 |
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67 def is_known(self, node): |
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68 return self.node[node]['known'] |
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69 |
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70 def distances_to_known(self, science): |
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71 nodes = set() |
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72 nodes_to_check = [(science, 0)] |
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73 |
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74 while nodes_to_check: |
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75 node = nodes_to_check.pop() |
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76 if self.is_known(node) or node in nodes: |
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77 continue |
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78 nodes.add(node) |
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79 nodes_to_check.extend(self.predecessors(node)) |
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80 |
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81 distances = {} |
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82 for node in nodes: |
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83 distances.setdefault(node[0], 0) |
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84 distances[node[0]] += 1 |
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85 |
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86 return distances |
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87 |
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88 def count_unknown(self, sciences): |
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89 return len([s for s in sciences if not self.is_known((s, 0))]) |
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90 |
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91 def find_prospects(self): |
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92 prospects = {'research': [], 'schematic': []} |
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93 for science in self.all_science: |
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94 distances = self.distances_to_known(science) |
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95 if not distances: |
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96 # We already know this thing. |
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97 continue |
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98 # Remove the thing we're trying to get from the distance. |
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99 distances.pop(science) |
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100 if self.count_unknown(distances.keys()) > 0: |
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101 # We only want direct breakthroughs. |
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102 continue |
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103 prospects[science.SCIENCE_TYPE].append( |
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104 (sum(distances.values()), science, distances)) |
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105 return dict((k, sorted(v)) for k, v in prospects.items()) |
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106 |
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107 def find_promising_areas(self, size=3): |
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108 basic_science = False |
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109 areas_for_research = set() |
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110 areas_for_schematics = set() |
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111 prospects = self.find_prospects() |
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112 |
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113 for points, target, distances in prospects['schematic']: |
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114 if points > 0: |
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115 # We need nonzero points in these things. |
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116 areas_for_schematics.update(distances.keys()) |
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117 else: |
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118 # Any of these things qualify us. |
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119 areas_for_schematics.update(p for p, _ in target.PREREQUISITES) |
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120 |
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121 for points, target, distances in prospects['research']: |
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122 if points == 0: |
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123 basic_science = True |
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124 else: |
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125 areas_for_research.update(distances.keys()) |
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126 |
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127 suggestions = [] |
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128 k = min(size, len(areas_for_schematics)) |
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129 suggestions.extend(sample(areas_for_schematics, k)) |
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130 if len(suggestions) < size: |
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131 k = min(size - len(suggestions), len(areas_for_research)) |
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132 suggestions.extend(sample(areas_for_research, k)) |
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133 |
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134 return basic_science, suggestions |
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135 |
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136 |
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137 class Lab(object): |
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138 BASIC_RESEARCH_SUCCESS_RATE = 0.05 |
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139 BASIC_RESEARCH_SUCCESS_MULTIPLIER = 2 |
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140 |
20 | 141 def __init__(self, init_data=None): |
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142 self.science = [] |
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143 self.new_research = get_subclasses(research.ResearchArea) |
49 | 144 self.new_schematics = get_subclasses(schematics.Schematic) |
151
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145 self.all_science = [s for s in self.new_research + self.new_schematics] |
20 | 146 |
147 if init_data is not None: | |
148 # Load stored state. | |
149 self._load_data(init_data) | |
150 else: | |
151 # New game. | |
152 self._choose_initial_science() | |
153 | |
154 def _load_data(self, init_data): | |
46
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155 sciences = init_data['science'].copy() |
49 | 156 for science in self.new_schematics + self.new_research: |
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157 # Check if this science is one we should know. |
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158 points = sciences.pop(science.save_name(), None) |
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159 if points is not None: |
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160 # It is! Learn it. |
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161 self._gain_science(science(points)) |
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162 if sciences: |
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163 # We're supposed to know an unknowable thing. :-( |
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164 raise ValueError("Unknown science: %s" % (sciences.keys(),)) |
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165 |
21 | 166 def save_data(self): |
47 | 167 return {'science': dict(s.save_data() for s in self.science)} |
21 | 168 |
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169 def _choose_initial_science(self): |
49 | 170 # We always get all starting schematics. |
171 for schematic in self.new_schematics[:]: | |
172 if schematic.STARTING_PRODUCT: | |
173 self._gain_science(schematic()) | |
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174 |
115 | 175 # We start with Physics, because it's not Philately. |
176 physics = research.Physics() | |
177 self._gain_science(physics) | |
178 new_science = [physics] | |
179 | |
180 # We get two other random sciences with no prerequisites. | |
151
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181 for science in sample(self.find_new_research(), 2): |
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182 science = science() |
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183 self._gain_science(science) |
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184 new_science.append(science) |
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185 |
49 | 186 # Add a point to each of our sciences, and see if we get schematics. |
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187 self.spend_points(new_science, 0) |
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188 |
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189 def _gain_science(self, science): |
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190 self.science.append(science) |
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191 if isinstance(science, research.ResearchArea): |
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192 self.new_research.remove(type(science)) |
49 | 193 elif isinstance(science, schematics.Schematic): |
194 self.new_schematics.remove(type(science)) | |
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195 |
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196 def spend_points(self, things, basic_research): |
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197 breakthroughs = [] |
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198 |
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199 # First, allocate the points. |
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200 for thing in things: |
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201 assert thing in self.science |
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202 assert thing.can_spend(self, 1) |
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203 thing.spend_point() |
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204 |
49 | 205 # Next, check for schematic breakthroughs and upgrades |
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206 breakthroughs.extend(self.apply_area_research([ |
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207 thing for thing in things |
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208 if isinstance(thing, research.ResearchArea)])) |
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209 |
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210 # Finally, check for research breakthroughs. |
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211 breakthroughs.extend(self.apply_basic_research(basic_research)) |
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212 |
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213 return breakthroughs |
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214 |
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215 def _get_science(self, science_class): |
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216 for science in self.science: |
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217 if isinstance(science, science_class): |
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218 return science |
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219 return None |
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220 |
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221 def meet_requirements(self, science_class, extra=0): |
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222 total_points = 0 |
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223 base_points = 0 |
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224 for science, level in science_class.PREREQUISITES: |
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225 my_science = self._get_science(science) |
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226 if my_science is None: |
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227 return False |
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228 if my_science.points < level: |
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229 return False |
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230 base_points += level |
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231 total_points += my_science.points |
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232 return total_points - base_points >= extra |
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233 |
49 | 234 def find_new_schematics(self): |
235 available_schematics = [] | |
236 for schematic_class in self.new_schematics: | |
237 if self.meet_requirements(schematic_class): | |
238 available_schematics.append(schematic_class) | |
239 return available_schematics | |
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240 |
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241 def find_new_research(self): |
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242 available_research = [] |
14 | 243 for research_class in self.new_research: |
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244 if self.meet_requirements(research_class): |
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245 available_research.append(research_class) |
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246 return available_research |
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247 |
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248 def apply_area_research(self, researches): |
49 | 249 options = [schema for schema in self.find_new_schematics() |
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250 if schema.depends_on(researches)] |
49 | 251 breakthroughs = [schematic for schematic in options |
252 if random() < schematic.ACQUISITION_CHANCE] | |
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253 if breakthroughs: |
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254 breakthrough = choice(breakthroughs)() |
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255 self._gain_science(breakthrough) |
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256 breakthroughs = [breakthrough] |
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257 return breakthroughs |
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258 |
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259 def apply_basic_research(self, basic_research): |
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260 if basic_research <= 0: |
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261 return [] |
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262 |
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263 options = self.find_new_research() |
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264 success_chance = self.BASIC_RESEARCH_SUCCESS_RATE * ( |
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265 self.BASIC_RESEARCH_SUCCESS_MULTIPLIER ** basic_research) |
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266 breakthroughs = [research for research in options |
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267 if random() < success_chance] |
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268 if breakthroughs: |
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269 breakthrough = choice(breakthroughs)(1) |
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270 self._gain_science(breakthrough) |
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271 breakthroughs = [breakthrough] |
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272 return breakthroughs |
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273 |
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274 def suggest_research(self): |
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275 """Suggest research areas to pursue. |
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276 |
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277 Return value is a tuple of (bool, list), where the first element |
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278 indicates whether basic research might pay off and the second contains |
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279 Science classes that can be profitably pursued. |
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280 """ |
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281 graph = ScienceGraph(self.all_science, self.science) |
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282 return graph.find_promising_areas() |