mirror of
https://github.com/veekun/pokedex.git
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461 lines
19 KiB
Python
Executable file
461 lines
19 KiB
Python
Executable file
#! /usr/bin/env python
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# Encoding: UTF-8
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import sys
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import argparse
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from collections import defaultdict
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from sqlalchemy.orm import aliased
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from sqlalchemy.orm.exc import NoResultFound
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from sqlalchemy.sql.expression import not_, and_, or_
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from pokedex.db import connect, tables, util
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from pokedex.util import querytimer
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from pokedex.util.astar import a_star
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class IllegalMoveCombination(ValueError): pass
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class TooManyMoves(IllegalMoveCombination): pass
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class NoMoves(IllegalMoveCombination): pass
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class MovesNotLearnable(IllegalMoveCombination): pass
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class NoParent(IllegalMoveCombination): pass
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class TargetExcluded(IllegalMoveCombination): pass
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class MovesetSearch(object):
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def __init__(self, session, pokemon, version, moves, level=100, costs=None,
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exclude_versions=(), exclude_pokemon=(), debug=False):
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self.generator = self.error = None
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if not moves:
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self.error = NoMoves('No moves specified.')
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return
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elif len(moves) > 4:
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self.error = NoMoves('Too many moves specified.')
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return
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self.debug = debug
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self.session = session
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self.sketch = util.get(session, tables.Move, identifier=u'sketch').id
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self.no_eggs_group = util.get(session, tables.EggGroup,
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identifier=u'no-eggs').id
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self.ditto_group = util.get(session, tables.EggGroup,
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identifier=u'ditto').id
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if costs is None:
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self.costs = default_costs
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else:
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self.costs = costs
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self.excluded_families = frozenset(p.evolution_chain_id
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for p in exclude_pokemon)
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if pokemon:
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self.goal_evolution_chain = pokemon.evolution_chain_id
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if self.goal_evolution_chain in self.excluded_families:
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self.error = TargetExcluded('The target pokemon was excluded.')
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return
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else:
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self.goal_evolution_chain = None
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if debug:
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print 'Specified moves:', [move.id for move in moves]
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self.goal_moves = frozenset(move.id for move in moves)
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self.goal_version_group = version.version_group_id
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self.load_pokemon()
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# Fill self.generation_id_by_version_group
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self.load_version_groups(version.version_group_id,
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[v.version_group_id for v in exclude_versions])
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self.pokemon_moves = defaultdict( # key: pokemon
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lambda: defaultdict( # key: move
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lambda: defaultdict( # key: version_group
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lambda: defaultdict( # key: method
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list)))) # list of (level, cost)
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self.movepools = defaultdict(dict) # evo chain -> move -> best cost
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self.learnpools = defaultdict(set) # evo chain -> move, w/o egg moves
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easy_moves, non_egg_moves = self.load_pokemon_moves(
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self.goal_evolution_chain, 'family')
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hard_moves = self.goal_moves - easy_moves
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egg_moves = self.goal_moves - non_egg_moves
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if hard_moves:
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# Have to breed!
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self.load_pokemon_moves(self.goal_evolution_chain, 'others')
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self.construct_breed_graph()
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def load_version_groups(self, version, excluded):
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"""Load generation_id_by_version_group
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"""
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query = self.session.query(tables.VersionGroup.id,
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tables.VersionGroup.generation_id)
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query = query.join(tables.Version.version_group)
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if excluded:
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query = query.filter(not_(tables.VersionGroup.id.in_(excluded)))
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self.generation_id_by_version_group = dict(query)
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def expand(v2):
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for v1 in self.generation_id_by_version_group:
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if self.trade_cost(v1, v2):
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yield 0, None, v1
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def is_goal(v):
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return True
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goal = self.goal_version_group
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filtered_map = {goal: self.generation_id_by_version_group[goal]}
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for result in a_star(self.goal_version_group, expand, is_goal):
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for cost, transition, version in result:
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filtered_map[version] = (
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self.generation_id_by_version_group[version])
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self.generation_id_by_version_group = filtered_map
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if self.debug:
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print 'Excluded version groups:', excluded
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print 'Trade cost table:'
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print '%03s' % '',
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for g1 in sorted(self.generation_id_by_version_group):
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print '%03s' % g1,
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print
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for g1 in sorted(self.generation_id_by_version_group):
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print '%03s' % g1,
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for g2 in sorted(self.generation_id_by_version_group):
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print '%03s' % (self.trade_cost(g1, g2) or '---'),
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print
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def load_pokemon_moves(self, evolution_chain, selection):
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"""Load pokemon_moves, movepools, learnpools, smeargle_families
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`selection`:
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'family' for loading only pokemon in evolution_chain
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'others' for loading only pokemon NOT in evolution_chain
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Returns: (easy_moves, non_egg_moves)
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If `selection` == 'family':
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easy_moves is a set of moves that are easier to obtain than by
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breeding
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non_egg_moves is a set of moves that don't require breeding
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Otherwise, these are empty sets.
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"""
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if self.debug:
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print 'Loading moves, c%s %s' % (evolution_chain, selection)
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query = self.session.query(
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tables.PokemonMove.pokemon_id,
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tables.PokemonMove.move_id,
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tables.PokemonMove.version_group_id,
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tables.PokemonMoveMethod.identifier,
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tables.PokemonMove.level,
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tables.Pokemon.evolution_chain_id,
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)
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query = query.join(tables.PokemonMove.pokemon)
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query = query.filter(tables.PokemonMoveMethod.id ==
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tables.PokemonMove.pokemon_move_method_id)
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query = query.filter(tables.PokemonMove.version_group_id.in_(
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set(self.generation_id_by_version_group)))
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query = query.filter(or_(
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tables.PokemonMove.level > 100, # XXX: Chaff?
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tables.PokemonMove.move_id.in_(self.goal_moves),
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tables.PokemonMove.move_id == self.sketch,
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tables.PokemonMove.move_id.in_(
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self.evolution_moves.values()),
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))
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if self.excluded_families:
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query = query.filter(not_(tables.Pokemon.evolution_chain_id.in_(
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self.excluded_families)))
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if evolution_chain:
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if selection == 'family':
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query = query.filter(tables.Pokemon.evolution_chain_id == (
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evolution_chain))
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elif selection == 'others':
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query = query.filter(tables.Pokemon.evolution_chain_id != (
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evolution_chain))
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query = query.order_by(tables.PokemonMove.level)
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easy_moves = set()
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non_egg_moves = set()
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self.smeargle_families = set()
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for pokemon, move, vg, method, level, chain in query:
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if move in self.goal_moves or move == self.sketch:
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cost = self.learn_cost(method, vg)
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self.movepools[chain][move] = min(
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self.movepools[chain].get(move, cost), cost)
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if method != 'egg':
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self.learnpools[chain].add(move)
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non_egg_moves.add(move)
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if cost < self.costs['breed']:
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easy_moves.add(move)
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else:
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cost = -1
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if move == self.sketch:
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self.smeargle_families.add(self.evolution_chains[pokemon])
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self.pokemon_moves[pokemon][move][vg][method].append((level, cost))
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if self.debug and selection == 'family':
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print 'Easy moves:', sorted(easy_moves)
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print 'Non-egg moves:', sorted(non_egg_moves)
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if self.debug:
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print 'Smeargle families:', sorted(self.smeargle_families)
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return easy_moves, non_egg_moves
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def learn_cost(self, method, version_group):
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"""Return cost of learning a move by method (identifier) in ver. group
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"""
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if method == 'level-up':
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return self.costs['level-up']
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gen = self.generation_id_by_version_group[version_group]
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if method == 'machine' and gen < 5:
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return self.costs['machine-once']
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elif method == 'tutor' and gen == 3:
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return self.costs['tutor-once']
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elif method == 'egg':
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return self.costs['breed']
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else:
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return self.costs[method]
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def trade_cost(self, version_group_from, version_group_to, *thing_generations):
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"""Return cost of trading between versions, None if impossibble
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`thing_generations` should be the generation IDs of the pokemon and
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moves being traded.
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"""
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# XXX: this ignores HM transfer restrictions
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gen_from = self.generation_id_by_version_group[version_group_from]
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gen_to = self.generation_id_by_version_group[version_group_to]
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if gen_from == gen_to:
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return self.costs['trade']
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elif any(gen > gen_to for gen in thing_generations):
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return None
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elif gen_from in (1, 2):
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if gen_to in (1, 2):
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return self.costs['trade']
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else:
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return None
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elif gen_to in (1, 2):
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return None
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elif gen_from > gen_to:
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return None
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elif gen_from < gen_to - 1:
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return None
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else:
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return self.costs['trade'] + self.costs['transfer']
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def load_pokemon(self):
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"""Load pokemon breed groups and evolutions
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self.egg_groups: maps evolution chains to their sorted egg groups
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(wil contain empty tuple for no-eggs or ditto)
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self.evolution_chains: maps pokemon to their evolution chains
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self.pokemon_by_evolution_chain: maps evolution chains to their pokemon
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self.unbreedable: set of unbreedable pokemon
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self.evolution_parents: maps pokemon to their pre-evolved form
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self.evolutions: maps pokemon to lists of (trigger, move, level, child)
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self.evolution_moves: maps evolution_chains to their evolution moves
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"""
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eg1 = tables.PokemonEggGroup
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eg2 = aliased(tables.PokemonEggGroup)
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query = self.session.query(
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tables.Pokemon.id,
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tables.Pokemon.evolution_chain_id,
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tables.Pokemon.evolves_from_pokemon_id,
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eg1.egg_group_id,
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eg2.egg_group_id,
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)
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query = query.join((eg1, eg1.pokemon_id == tables.Pokemon.id))
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query = query.outerjoin((eg2, and_(
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eg2.pokemon_id == tables.Pokemon.id,
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eg1.egg_group_id < eg2.egg_group_id,
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)))
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bad_groups = (self.no_eggs_group, self.ditto_group)
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unbreedable = set()
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self.evolution_parents = dict()
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self.egg_groups = defaultdict(tuple)
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self.evolution_chains = dict()
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self.pokemon_by_evolution_chain = defaultdict(set)
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for pokemon, evolution_chain, parent, g1, g2 in query:
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if g1 in bad_groups:
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unbreedable.add(pokemon)
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else:
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new_groups = (g1, g2) if g2 else (g1, )
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if len(self.egg_groups.get(evolution_chain, ())) <= len(new_groups):
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self.egg_groups[evolution_chain] = new_groups
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self.evolution_chains[pokemon] = evolution_chain
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self.pokemon_by_evolution_chain[evolution_chain].add(pokemon)
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if parent:
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self.evolution_parents[pokemon] = parent
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self.unbreedable = frozenset(unbreedable)
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self.evolutions = defaultdict(set)
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self.evolution_moves = dict()
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query = self.session.query(
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tables.PokemonEvolution.evolved_pokemon_id,
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tables.EvolutionTrigger.identifier,
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tables.PokemonEvolution.known_move_id,
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tables.PokemonEvolution.minimum_level,
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)
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query = query.join(tables.PokemonEvolution.trigger)
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for child, trigger, move, level in query:
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self.evolutions[self.evolution_parents[child]].add(
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(trigger, move, level, child))
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if move:
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self.evolution_moves[self.evolution_chains[child]] = move
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if self.debug:
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print 'Loaded %s pokemon: %s evo; %s families: %s breedable' % (
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len(self.evolution_chains),
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len(self.pokemon_by_evolution_chain),
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len(self.egg_groups),
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len(self.evolutions),
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)
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print 'Evolution moves: %s' % self.evolution_moves
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def construct_breed_graph(self):
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# eg1_movepools[egg_group_id] = set of moves passable by pkmn in that group
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eg1_movepools = defaultdict(set)
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# eg2_movepools[b_g_id1, b_g_id2] = ditto for pkmn in *both* groups
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eg2_movepools = defaultdict(set)
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# non_egg_pools = as eg1_movepools but for *learnable* moves
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learn_pools = defaultdict(set)
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goal_egg_groups = self.egg_groups[self.goal_evolution_chain]
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all_groups = set()
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for family, groups in self.egg_groups.iteritems():
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if not groups:
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continue
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if family == self.goal_evolution_chain:
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continue
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elif family in self.smeargle_families:
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pool = self.goal_moves
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else:
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pool = self.movepools[family]
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pool = set(pool) & self.goal_moves
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learnpool = self.learnpools[family] & pool
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for group in groups:
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eg1_movepools[group].update(pool)
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learn_pools[group].update(learnpool)
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all_groups.add(group)
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if len(groups) >= 2:
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eg2_movepools[groups].update(pool)
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if self.debug:
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for group in sorted(all_groups):
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print "%2s can pass: %s" % (group, sorted(eg1_movepools[group]))
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if learn_pools[group] != eg1_movepools[group]:
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print " but learn: %s" % sorted(learn_pools[group])
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for g2 in sorted(all_groups):
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for g1 in sorted(all_groups):
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if eg2_movepools[g1, g2]:
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print " %2s/%2s pass: %s" % (g1, g2, sorted(eg2_movepools[g1, g2]))
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print 'Goal groups:', goal_egg_groups
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default_costs = {
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# Costs for learning a move in verious ways
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'level-up': 20, # The normal way
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'machine': 40, # Machines are slightly inconvenient.
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'machine-once': 2000, # before gen. 5, TMs only work once. Avoid.
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'tutor': 60, # Tutors are slightly more inconvenient than TMs – can't carry them around
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'tutor-once': 2100, # gen III: tutors only work once (well except Emerald frontier ones)
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'sketch': 10, # Quite cheap. (Doesn't include learning Sketch itself)
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# Gimmick moves – we need to use this method to learn the move anyway,
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# so make a big-ish dent in the score if missing
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'stadium-surfing-pikachu': 100,
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'light-ball-egg': 100, # …
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# Ugh... I don't know?
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'colosseum-purification': 100,
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'xd-shadow': 100,
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'xd-purification': 100,
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'form-change': 100,
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# Other actions.
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# Breeding should cost more than 3 times than a lv-up/machine/tutor move.
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'evolution': 100, # We have to do this anyway, usually.
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'evolution-delayed': 50, # *in addition* to evolution. Who wants to mash B on every level.
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'breed': 400, # Breeding's a pain.
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'trade': 200, # Trading's a pain, but not as much as breeding.
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'transfer': 200, # *in addition* to trade. For one-way cross-generation transfers
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'delete': 300, # Deleting a move. (Not needed unless deleting an evolution move.)
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'relearn': 150, # Also a pain, though not as big as breeding.
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'per-level': 1, # Prefer less grinding. This is for all lv-ups but the final “grow”
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}
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def main(argv):
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parser = argparse.ArgumentParser(description=
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'Find out if the specified moveset is valid, and provide a suggestion '
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'on how to obtain it.')
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parser.add_argument('pokemon', metavar='POKEMON', type=unicode,
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help='Pokemon to check the moveset for')
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parser.add_argument('move', metavar='MOVE', type=unicode, nargs='*',
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help='Moves in the moveset')
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parser.add_argument('-l', '--level', metavar='LV', type=int, default=100,
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help='Level of the pokemon')
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parser.add_argument('-v', '--version', metavar='VER', type=unicode,
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default='black',
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help='Version to search in.')
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parser.add_argument('-V', '--exclude-version', metavar='VER', type=unicode,
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action='append', default=[],
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help='Versions to exclude (along with their '
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'counterparts, if any, e.g. `black` will also exclude White).')
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parser.add_argument('-P', '--exclude-pokemon', metavar='PKM', type=unicode,
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action='append', default=[],
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help='Pokemon to exclude (along with their families, e.g. `pichu` '
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'will also exclude Pikachu and Raichu).')
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parser.add_argument('-d', '--debug', action='append_const', const=1,
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default=[],
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help='Output timing and debugging information (can be specified more '
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'than once).')
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args = parser.parse_args(argv)
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args.debug = len(args.debug)
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if args.debug:
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print 'Connecting'
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session = connect(engine_args={'echo': args.debug > 1})
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if args.debug:
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print 'Parsing arguments'
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def _get_list(table, idents, name):
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result = []
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for ident in idents:
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try:
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result.append(util.get(session, table, identifier=ident))
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except NoResultFound:
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print>>sys.stderr, ('%s %s not found. Please use '
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'the identifier.' % (name, ident))
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return 2
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return result
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pokemon = _get_list(tables.Pokemon, [args.pokemon], 'Pokemon')[0]
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moves = _get_list(tables.Move, args.move, 'Move')
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version = _get_list(tables.Version, [args.version], 'Version')[0]
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excl_versions = _get_list(tables.Version, args.exclude_version, 'Version')
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excl_pokemon = _get_list(tables.Pokemon, args.exclude_pokemon, 'Pokemon')
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if args.debug:
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print 'Starting search'
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search = MovesetSearch(session, pokemon, version, moves, args.level,
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exclude_versions=excl_versions, exclude_pokemon=excl_pokemon,
|
||
debug=args.debug)
|
||
|
||
if search.error:
|
||
print 'Error:', search.error
|
||
return 1
|
||
|
||
if args.debug:
|
||
print 'Done'
|
||
|
||
if __name__ == '__main__':
|
||
sys.exit(main(sys.argv[1:]))
|