# Copyright (C) 2022 by the Nominatim developer community.
# For a full list of authors see the git log.
"""
-Abstract class defintions for tokenizers. These base classes are here
+Abstract class definitions for tokenizers. These base classes are here
mainly for documentation purposes.
"""
from abc import ABC, abstractmethod
-from typing import List, Tuple, Dict, Any
+from typing import List, Tuple, Dict, Any, Optional, Iterable
+from pathlib import Path
from nominatim.config import Configuration
+from nominatim.db.connection import Connection
from nominatim.data.place_info import PlaceInfo
-
-# pylint: disable=unnecessary-pass
+from nominatim.typing import Protocol
class AbstractAnalyzer(ABC):
""" The analyzer provides the functions for analysing names and building
Returns:
The function returns the list of all tuples that could be
- found for the given words. Each list entry is a tuple of
- (original word, word token, word id).
+ found for the given words. Each list entry is a tuple of
+ (original word, word token, word id).
"""
@abstractmethod
- def update_special_phrases(self, phrases: List[Tuple[str, str, str, str]],
+ def update_special_phrases(self,
+ phrases: Iterable[Tuple[str, str, str, str]],
should_replace: bool) -> None:
""" Update the tokenizer's special phrase tokens from the given
list of special phrases.
the search index.
Arguments:
- place: Place information retrived from the database.
+ place: Place information retrieved from the database.
Returns:
A JSON-serialisable structure that will be handed into
- the database via the `token_info` field.
+ the database via the `token_info` field.
"""
init_db: When set to False, then initialisation of database
tables should be skipped. This option is only required for
- migration purposes and can be savely ignored by custom
+ migration purposes and can be safely ignored by custom
tokenizers.
-
- TODO: can we move the init_db parameter somewhere else?
"""
@abstractmethod
- def check_database(self, config: Configuration) -> str:
+ def check_database(self, config: Configuration) -> Optional[str]:
""" Check that the database is set up correctly and ready for being
queried.
Returns:
If an issue was found, return an error message with the
- description of the issue as well as hints for the user on
- how to resolve the issue. If everything is okay, return `None`.
+ description of the issue as well as hints for the user on
+ how to resolve the issue. If everything is okay, return `None`.
"""
When used outside the with construct, the caller must ensure to
call the close() function before destructing the analyzer.
"""
+
+
+ @abstractmethod
+ def most_frequent_words(self, conn: Connection, num: int) -> List[str]:
+ """ Return a list of the most frequent full words in the database.
+
+ Arguments:
+ conn: Open connection to the database which may be used to
+ retrieve the words.
+ num: Maximum number of words to return.
+ """
+
+
+class TokenizerModule(Protocol):
+ """ Interface that must be exported by modules that implement their
+ own tokenizer.
+ """
+
+ def create(self, dsn: str, data_dir: Path) -> AbstractTokenizer:
+ """ Factory for new tokenizers.
+ """