import os, os.path
import pkg_resources
import re
+import shutil
from sqlalchemy.sql import func
import whoosh
import whoosh.filedb.fileindex
import whoosh.index
from whoosh.qparser import QueryParser
+import whoosh.scoring
import whoosh.spelling
from pokedex.db import connect
import pokedex.db.tables as tables
from pokedex.roomaji import romanize
+__all__ = ['open_index', 'lookup']
+
# Dictionary of table name => table class.
# Need the table name so we can get the class from the table name after we
# retrieve something from the index
# Defaults
if not directory:
directory = pkg_resources.resource_filename('pokedex',
- 'data/whoosh_index')
+ 'data/whoosh-index')
if not session:
session = connect()
# Apparently not a real index. Fall out of the if and create it
pass
+ # Delete and start over if we're going to bail anyway.
+ if directory_exists and recreate:
+ # Be safe and only delete if it looks like a whoosh index, i.e.,
+ # everything starts with _
+ if all(f[0] == '_' for f in os.listdir(directory)):
+ shutil.rmtree(directory)
+ directory_exists = False
+
if not directory_exists:
os.mkdir(directory)
- # Create index
+ ### Create index
schema = whoosh.fields.Schema(
name=whoosh.fields.ID(stored=True),
- table=whoosh.fields.STORED,
+ table=whoosh.fields.ID(stored=True),
row_id=whoosh.fields.ID(stored=True),
language=whoosh.fields.STORED,
+ display_name=whoosh.fields.STORED, # non-lowercased name
+ forme_name=whoosh.fields.ID,
)
index = whoosh.index.create_in(directory, schema=schema, indexname='MAIN')
for cls in indexed_tables.values():
q = session.query(cls)
- # Only index base Pokémon formes
- if hasattr(cls, 'forme_base_pokemon_id'):
- q = q.filter_by(forme_base_pokemon_id=None)
-
for row in q.yield_per(5):
- row_key = dict(table=cls.__tablename__, row_id=unicode(row.id))
+ # XXX need to give forme_name a dummy value because I can't search
+ # for explicitly empty fields. boo.
+ row_key = dict(table=unicode(cls.__tablename__),
+ row_id=unicode(row.id),
+ forme_name=u'XXX')
+
+ def add(name, language, score):
+ writer.add_document(name=name.lower(), display_name=name,
+ language=language,
+ **row_key)
+ speller_entries.append((name.lower(), score))
+
+ # If this is a form, mark it as such
+ if getattr(row, 'forme_base_pokemon_id', None):
+ row_key['forme_name'] = row.forme_name
- name = row.name.lower()
- writer.add_document(name=name, **row_key)
- speller_entries.append((name, 1))
+ name = row.name
+ add(name, None, 1)
# Pokemon also get other languages
for foreign_name in getattr(row, 'foreign_names', []):
- moonspeak = foreign_name.name.lower()
+ moonspeak = foreign_name.name
if name == moonspeak:
# Don't add the English name again as a different language;
# no point and it makes spell results confusing
continue
- writer.add_document(name=moonspeak,
- language=foreign_name.language.name,
- **row_key)
- speller_entries.append((moonspeak, 3))
+ add(moonspeak, foreign_name.language.name, 3)
# Add Roomaji too
if foreign_name.language.name == 'Japanese':
- roomaji = romanize(foreign_name.name).lower()
- writer.add_document(name=roomaji, language='Roomaji',
- **row_key)
- speller_entries.append((roomaji, 8))
-
+ roomaji = romanize(foreign_name.name)
+ add(roomaji, u'Roomaji', 8)
writer.commit()
return index, speller
+class LanguageWeighting(whoosh.scoring.Weighting):
+ """A scoring class that forces otherwise-equal English results to come
+ before foreign results.
+ """
+
+ def score(self, searcher, fieldnum, text, docnum, weight, QTF=1):
+ doc = searcher.stored_fields(docnum)
+ if doc['language'] == None:
+ # English (well, "default"); leave it at 1
+ return weight
+ elif doc['language'] == u'Roomaji':
+ # Give Roomaji a bit of a boost, as it's most likely to be searched
+ return weight * 0.95
+ else:
+ # Everything else can drop down the totem pole
+ return weight * 0.9
+
rx_is_number = re.compile('^\d+$')
LookupResult = namedtuple('LookupResult',
['object', 'name', 'language', 'exact'])
-def lookup(input, session=None, indices=None, exact_only=False):
+def lookup(input, valid_types=[], session=None, indices=None, exact_only=False):
"""Attempts to find some sort of object, given a database session and name.
Returns a list of named (object, name, language, exact) tuples. `object`
- Names: "Eevee", "Surf", "Run Away", "Payapa Berry", etc.
- Foreign names: "Iibui", "Eivui"
- Fuzzy names in whatever language: "Evee", "Ibui"
- - IDs: "pokemon 133", "move 192", "item 250"
- - Dex numbers: "sinnoh 55", "133", "johto 180"
+ - IDs: "133", "192", "250"
+ Also:
+ - Type restrictions. "type:psychic" will only return the type. This is
+ how to make ID lookup useful. Multiple type specs can be entered with
+ commas, as "move,item:1". If `valid_types` are provided, any type prefix
+ will be ignored.
+ - Alternate formes can be specified merely like "wash rotom".
`input`
Name of the thing to look for.
+ `valid_types`
+ A list of table objects or names, e.g., `['pokemon', 'moves']`. If
+ this is provided, only results in one of the given tables will be
+ returned.
+
`session`
A database session to use for retrieving objects. As with get_index,
if this is not provided, a connection to the default database will be
name = unicode(input).lower()
exact = True
-
- # If the input provided is a number, match it as an id. Otherwise, name
- if rx_is_number.match(input):
- query_column = 'row_id'
- exact_only = True # don't spell-check numbers!
+ form = None
+
+ # Remove any type prefix (pokemon:133) before constructing a query
+ if ':' in name:
+ prefix_chunk, name = name.split(':', 2)
+ prefixes = prefix_chunk.split(',')
+ if not valid_types:
+ # Only use types from the query string if none were explicitly
+ # provided
+ valid_types = prefixes
+
+ # If the input provided is a number, match it as an id. Otherwise, name.
+ # Term objects do an exact match, so we don't have to worry about a query
+ # parser tripping on weird characters in the input
+ if rx_is_number.match(name):
+ # Don't spell-check numbers!
+ exact_only = True
+ query = whoosh.query.Term(u'row_id', name)
else:
# Not an integer
- query_column = 'name'
+ query = whoosh.query.Term(u'name', name) \
+ & whoosh.query.Term(u'forme_name', u'XXX')
+
+ # If there's a space in the input, this might be a form
+ if ' ' in name:
+ form, formless_name = name.split(' ', 2)
+ form_query = whoosh.query.Term(u'name', formless_name) \
+ & whoosh.query.Term(u'forme_name', form)
+ query = query | form_query
+
+ ### Filter by type of object
+ type_terms = []
+ for valid_type in valid_types:
+ if hasattr(valid_type, '__tablename__'):
+ table_name = getattr(valid_type, '__tablename__')
+ elif valid_type in indexed_tables:
+ table_name = valid_type
+ elif valid_type + 's' in indexed_tables:
+ table_name = valid_type + 's'
+ else:
+ # Bogus. Be nice and ignore it
+ continue
- # Look for exact name. A Term object does an exact match, so we don't have
- # to worry about a query parser tripping on weird characters in the input
+ type_terms.append(whoosh.query.Term(u'table', table_name))
+
+ if type_terms:
+ query = query & whoosh.query.Or(type_terms)
+
+
+ ### Actual searching
searcher = index.searcher()
- query = whoosh.query.Term(query_column, name)
- print query
+ searcher.weighting = LanguageWeighting() # XXX kosher? docs say search()
+ # takes a weighting kw but it
+ # certainly does not
results = searcher.search(query)
# Look for some fuzzy matches if necessary
seen = {}
for result in results:
# Skip dupe results
- # Note! The speller prefers English names, but the query does not. So
- # "latias" comes over "ratiasu". "latias" matches only the English
- # row, comes out first, and all is well.
- # However! The speller could then return "foo" which happens to be the
- # name for two different things in different languages, and the
- # non-English one could appear preferred. This is not very likely.
seen_key = result['table'], result['row_id']
if seen_key in seen:
continue
cls = indexed_tables[result['table']]
obj = session.query(cls).get(result['row_id'])
+
objects.append(LookupResult(object=obj,
- name=result['name'],
+ name=result['display_name'],
language=result['language'],
exact=exact))