forked from hans/Nominatim
Merge pull request #3675 from TuringVerified/generic-preprocessors
Add generic preprocessors
This commit is contained in:
@@ -67,7 +67,13 @@ Here is an example configuration file:
|
||||
|
||||
``` yaml
|
||||
query-preprocessing:
|
||||
- normalize
|
||||
- step: split_japanese_phrases
|
||||
- step: regex_replace
|
||||
replacements:
|
||||
- pattern: https?://[^\s]* # Filter URLs starting with http or https
|
||||
replace: ''
|
||||
- step: normalize
|
||||
|
||||
normalization:
|
||||
- ":: lower ()"
|
||||
- "ß > 'ss'" # German szet is unambiguously equal to double ss
|
||||
@@ -88,8 +94,8 @@ token-analysis:
|
||||
replacements: ['ä', 'ae']
|
||||
```
|
||||
|
||||
The configuration file contains four sections:
|
||||
`normalization`, `transliteration`, `sanitizers` and `token-analysis`.
|
||||
The configuration file contains five sections:
|
||||
`query-preprocessing`, `normalization`, `transliteration`, `sanitizers` and `token-analysis`.
|
||||
|
||||
#### Query preprocessing
|
||||
|
||||
@@ -106,6 +112,19 @@ The following is a list of preprocessors that are shipped with Nominatim.
|
||||
heading_level: 6
|
||||
docstring_section_style: spacy
|
||||
|
||||
##### regex-replace
|
||||
|
||||
::: nominatim_api.query_preprocessing.regex_replace
|
||||
options:
|
||||
members: False
|
||||
heading_level: 6
|
||||
docstring_section_style: spacy
|
||||
description:
|
||||
This option runs any given regex pattern on the input and replaces values accordingly
|
||||
replacements:
|
||||
- pattern: regex pattern
|
||||
replace: string to replace with
|
||||
|
||||
|
||||
#### Normalization and Transliteration
|
||||
|
||||
|
||||
52
src/nominatim_api/query_preprocessing/regex_replace.py
Normal file
52
src/nominatim_api/query_preprocessing/regex_replace.py
Normal file
@@ -0,0 +1,52 @@
|
||||
# SPDX-License-Identifier: GPL-3.0-or-later
|
||||
#
|
||||
# This file is part of Nominatim. (https://nominatim.org)
|
||||
#
|
||||
# Copyright (C) 2025 by the Nominatim developer community.
|
||||
# For a full list of authors see the git log.
|
||||
"""
|
||||
This preprocessor replaces values in a given input based on pre-defined regex rules.
|
||||
|
||||
Arguments:
|
||||
pattern: Regex pattern to be applied on the input
|
||||
replace: The string that it is to be replaced with
|
||||
"""
|
||||
from typing import List
|
||||
import re
|
||||
|
||||
from .config import QueryConfig
|
||||
from .base import QueryProcessingFunc
|
||||
from ..search.query import Phrase
|
||||
|
||||
|
||||
class _GenericPreprocessing:
|
||||
"""Perform replacements to input phrases using custom regex patterns."""
|
||||
|
||||
def __init__(self, config: QueryConfig) -> None:
|
||||
"""Initialise the _GenericPreprocessing class with patterns from the ICU config file."""
|
||||
self.config = config
|
||||
|
||||
match_patterns = self.config.get('replacements', 'Key not found')
|
||||
self.compiled_patterns = [
|
||||
(re.compile(item['pattern']), item['replace']) for item in match_patterns
|
||||
]
|
||||
|
||||
def split_phrase(self, phrase: Phrase) -> Phrase:
|
||||
"""This function performs replacements on the given text using regex patterns."""
|
||||
for item in self.compiled_patterns:
|
||||
phrase.text = item[0].sub(item[1], phrase.text)
|
||||
|
||||
return phrase
|
||||
|
||||
def __call__(self, phrases: List[Phrase]) -> List[Phrase]:
|
||||
"""
|
||||
Return the final Phrase list.
|
||||
Returns an empty list if there is nothing left after split_phrase.
|
||||
"""
|
||||
result = [p for p in map(self.split_phrase, phrases) if p.text.strip()]
|
||||
return result
|
||||
|
||||
|
||||
def create(config: QueryConfig) -> QueryProcessingFunc:
|
||||
""" Create a function for generic preprocessing."""
|
||||
return _GenericPreprocessing(config)
|
||||
49
test/python/api/query_processing/test_regex_replace.py
Normal file
49
test/python/api/query_processing/test_regex_replace.py
Normal file
@@ -0,0 +1,49 @@
|
||||
# SPDX-License-Identifier: GPL-3.0-or-later
|
||||
#
|
||||
# This file is part of Nominatim. (https://nominatim.org)
|
||||
#
|
||||
# Copyright (C) 2025 by the Nominatim developer community.
|
||||
# For a full list of authors see the git log.
|
||||
'''
|
||||
Tests for replacing values in an input using custom regex.
|
||||
'''
|
||||
import pytest
|
||||
|
||||
import nominatim_api.search.query as qmod
|
||||
from nominatim_api.query_preprocessing.config import QueryConfig
|
||||
from nominatim_api.query_preprocessing import regex_replace
|
||||
|
||||
|
||||
def run_preprocessor_on(query):
|
||||
config = QueryConfig()
|
||||
config.set_normalizer(None)
|
||||
|
||||
config['replacements'] = [
|
||||
{'pattern': r'\b(?:\d{1,3}\.){3}\d{1,3}\b', 'replace': ''}, # IPv4
|
||||
{'pattern': r'https?://\S+', 'replace': ''} # HTTP/HTTPS URLs
|
||||
]
|
||||
|
||||
proc = regex_replace.create(config)
|
||||
return proc(query)
|
||||
|
||||
|
||||
@pytest.mark.parametrize('inp,outp', [
|
||||
(['45.67.89.101'], []),
|
||||
(['198.51.100.23'], []),
|
||||
(['203.0.113.255'], []),
|
||||
(['http://www.openstreetmap.org'], []),
|
||||
(['https://www.openstreetmap.org/edit'], []),
|
||||
(['http://osm.org'], []),
|
||||
(['https://www.openstreetmap.org/user/abc'], []),
|
||||
(['https://tile.openstreetmap.org/12/2048/2048.png'], []),
|
||||
(['Check the map at https://www.openstreetmap.org'], ['Check the map at ']),
|
||||
(['Use 203.0.113.255 for routing'], ['Use for routing']),
|
||||
(['Find maps at https://osm.org and http://openstreetmap.org'], ['Find maps at and ']),
|
||||
(['203.0.113.255', 'Some Address'], ['Some Address']),
|
||||
(['https://osm.org', 'Another Place'], ['Another Place']),
|
||||
])
|
||||
def test_split_phrases(inp, outp):
|
||||
query = [qmod.Phrase(qmod.PHRASE_ANY, text) for text in inp]
|
||||
|
||||
out = run_preprocessor_on(query)
|
||||
assert out == [qmod.Phrase(qmod.PHRASE_ANY, text) for text in outp]
|
||||
Reference in New Issue
Block a user