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
]:
indexed_tables[cls.__tablename__] = cls
-# Dictionary of extra keys to file types of objects under, e.g. Pokémon can
-# also be looked up purely by number
-extra_keys = {
- tables.Move: [
- lambda row: u"move %d" % row.id,
- ],
- tables.Pokemon: [
- lambda row: unicode(row.id),
- ],
-}
-
def open_index(directory=None, session=None, recreate=False):
"""Opens the whoosh index stored in the named directory and returns (index,
speller). If the index doesn't already exist, it will be created.
schema = whoosh.fields.Schema(
name=whoosh.fields.ID(stored=True),
table=whoosh.fields.STORED,
- row_id=whoosh.fields.STORED,
+ row_id=whoosh.fields.ID(stored=True),
language=whoosh.fields.STORED,
)
writer = index.writer()
# Index every name in all our tables of interest
+ # speller_entries becomes a list of (word, score) tuples; the score is 2
+ # for English names, 1.5 for Roomaji, and 1 for everything else. I think
+ # this biases the results in the direction most people expect, especially
+ # when e.g. German names are very similar to English names
speller_entries = []
for cls in indexed_tables.values():
q = session.query(cls)
q = q.filter_by(forme_base_pokemon_id=None)
for row in q.yield_per(5):
- row_key = dict(table=cls.__tablename__, row_id=row.id)
+ row_key = dict(table=cls.__tablename__, row_id=unicode(row.id))
name = row.name.lower()
writer.add_document(name=name, **row_key)
- speller_entries.append(name)
-
- for extra_key_func in extra_keys.get(cls, []):
- extra_key = extra_key_func(row)
- writer.add_document(name=extra_key, **row_key)
+ speller_entries.append((name, 1))
# Pokemon also get other languages
- if cls == tables.Pokemon:
- for foreign_name in row.foreign_names:
- name = foreign_name.name.lower()
- writer.add_document(name=name,
- language=foreign_name.language.name,
+ for foreign_name in getattr(row, 'foreign_names', []):
+ moonspeak = foreign_name.name.lower()
+ 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 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(name)
-
- if foreign_name.language.name == 'Japanese':
- # Add Roomaji too
- roomaji = romanize(foreign_name.name).lower()
- writer.add_document(name=roomaji,
- language='Roomaji',
- **row_key)
- speller_entries.append(roomaji)
+ speller_entries.append((roomaji, 8))
writer.commit()
# at once, as every call to add_* does a commit(), and those seem to be
# expensive
speller = whoosh.spelling.SpellChecker(index.storage)
- speller.add_words(speller_entries)
+ speller.add_scored_words(speller_entries)
return index, speller
-LookupResult = namedtuple('LookupResult', ['object', 'language', 'exact'])
-def lookup(name, session=None, indices=None, exact_only=False):
+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):
"""Attempts to find some sort of object, given a database session and name.
- Returns a list of named (object, language, exact) tuples. `object` is a
- database object, `language` is the name of the language in which the name
- was found, and `exact` is True iff this was an exact match.
+ Returns a list of named (object, name, language, exact) tuples. `object`
+ is a database object, `name` is the name under which the object was found,
+ `language` is the name of the language in which the name was found, and
+ `exact` is True iff this was an exact match.
This function currently ONLY does fuzzy matching if there are no exact
matches.
Formes are not returned; "Shaymin" will return only grass Shaymin.
Recognizes:
- - Pokémon names: "Eevee"
+ - 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"
- `name`
+ `input`
Name of the thing to look for.
`session`
else:
index, speller = open_index()
- name = unicode(name)
-
+ name = unicode(input).lower()
exact = True
- # 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
+ # 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 = whoosh.query.Term(u'name', name)
+
+ ### Actual searching
searcher = index.searcher()
- query = whoosh.query.Term('name', name.lower())
+ 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
exact = False
results = []
- for suggestion in speller.suggest(name, 10):
+ for suggestion in speller.suggest(name, 25):
query = whoosh.query.Term('name', suggestion)
results.extend(searcher.search(query))
cls = indexed_tables[result['table']]
obj = session.query(cls).get(result['row_id'])
- objects.append(LookupResult(obj, result['language'], exact))
-
- return objects
+ objects.append(LookupResult(object=obj,
+ name=result['name'],
+ language=result['language'],
+ exact=exact))
+
+ # Only return up to 10 matches; beyond that, something is wrong.
+ # We strip out duplicate entries above, so it's remotely possible that we
+ # should have more than 10 here and lost a few. The speller returns 25 to
+ # give us some padding, and should avoid that problem. Not a big deal if
+ # we lose the 25th-most-likely match anyway.
+ return objects[:10]
projects / zzz-pokedex.git / blobdiff