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"""
This file contains helpers for pre-parsing and transforming search query
strings. See the "basic query parsing" proposal doc for original motivation and
design details.
"""
import re
import shlex
def _clean_token(raw: str) -> str:
raw = raw.strip()
if not raw:
return '"{}"'.format(raw)
if len(raw.split()) > 1:
# has whitespace, will get quoted
return raw
if '"' in raw:
# is quoted already
return raw
if "/" in raw or raw.endswith(":") or raw.endswith("!") or raw.endswith("?"):
return '"{}"'.format(raw)
if raw.startswith("[") and raw.endswith("]"):
return '"{}"'.format(raw)
if raw.startswith("{") and raw.endswith("}"):
return '"{}"'.format(raw)
return raw
def pre_parse_query(raw: str) -> str:
r"""
This method does some pre-parsing of raw query strings to prepare them for
passing on as a elasticsearch query string query (which is really just the
lucene query language).
Per Elasticsearch docs, the reserved characters are:
+ - = && || > < ! ( ) { } [ ] ^ " ~ * ? : \ /
For exaple, it tries to handle trailing semi-colons (could be interpreted
as a field filter) and slashes in words.
"""
# if there is a fuzzy match, skip parse attempt
# TODO: can we configure shlex to handle this?
if '"~' in raw:
return raw
lex = shlex.shlex(raw, posix=False)
lex.commenters = ""
lex.whitespace_split = True
tokens = list(map(_clean_token, list(lex)))
# print(list(tokens))
return " ".join(tokens)
def test_pre_parse_query() -> None:
assert pre_parse_query("blah blah blah") == "blah blah blah"
assert pre_parse_query("is_oa:") == '"is_oa:"'
assert pre_parse_query("is_oa: ") == '"is_oa:"'
assert pre_parse_query("is_oa:1") == "is_oa:1"
assert pre_parse_query("is_oa:*") == "is_oa:*"
assert pre_parse_query("<xml>") == "<xml>"
assert pre_parse_query(r"""some $\LaTeX$""") == r"some $\LaTeX$"
assert pre_parse_query("N/A") == '"N/A"'
assert pre_parse_query("a/B thing") == '"a/B" thing'
assert pre_parse_query('"a/B thing"') == '"a/B thing"'
assert pre_parse_query("Krämer") == "Krämer"
assert (
pre_parse_query('"10.1093/qjmed/os-14.56.398"')
== '"10.1093/qjmed/os-14.56.398"'
)
assert (
pre_parse_query("this (is my) paper: here are the results")
== 'this (is my) "paper:" here are the results'
)
assert (
pre_parse_query('"hello world" computing type:book')
== '"hello world" computing type:book'
)
assert (
pre_parse_query('"hello world" computing type:"chapter thing"')
== '"hello world" computing type:"chapter thing"'
)
assert pre_parse_query('"foo bar"~4') == '"foo bar"~4'
assert (
pre_parse_query("(title:foo OR title:bar)^1.5 (body:foo OR body:bar)")
== "(title:foo OR title:bar)^1.5 (body:foo OR body:bar)"
)
assert (
pre_parse_query('(title:"foo bar" AND body:"quick fox") OR title:fox')
== '(title:"foo bar" AND body:"quick fox") OR title:fox'
)
assert (
pre_parse_query("status:[400 TO 499] AND (extension:php OR extension:html)")
== "status:[400 TO 499] AND (extension:php OR extension:html)"
)
assert pre_parse_query("[embargoed]") == '"[embargoed]"'
assert (
pre_parse_query("something 10.1002/eco.2061") == 'something "10.1002/eco.2061"'
)
assert pre_parse_query("different wet/dry ratios") == 'different "wet/dry" ratios'
assert pre_parse_query("kimchy!") == '"kimchy!"'
assert pre_parse_query("kimchy?") == '"kimchy?"'
assert pre_parse_query("Saul B/ Cohen") == 'Saul "B/" Cohen'
assert pre_parse_query("Nobel / Nino") == 'Nobel "/" Nino'
def sniff_citation_query(raw: str) -> bool:
"""
This function tries to categorize raw citation strings.
It doesn't handle lookups detection (yet? refactor?)
"""
# if short, not citation
if len(raw) < 12 or len(raw.split()) < 6:
return False
# if single quoted string, not a citation
if raw.count('"') == 2 and raw.startswith('"') and raw.endswith('"'):
return False
# if there is a filter query, boost, or fuzzy match, not a citation
if re.search(r'([a-zA-Z]:[^\s])|(["\\)][\^~]\d)', raw):
return False
# numbers, years, page numbers, capitalization, quoted strings all increase
# confidence that this is a citation, not just a title
char_types = dict()
for c in raw:
if c.isdigit():
char_types["digit"] = True
elif c >= "A" and c <= "Z":
char_types["capitalized"] = True
elif c == '"' or c == "'":
char_types["quote"] = True
elif c == ".":
char_types["period"] = True
elif c == ",":
char_types["comma"] = True
elif c == ";":
char_types["semicolon"] = True
elif c == "(" or c == ")":
char_types["parens"] = True
if len(char_types) >= 4:
return True
return False
def test_sniff_citation_query() -> None:
assert sniff_citation_query("short") is False
assert (
sniff_citation_query("(title:foo OR title:bar)^1.5 (body:foo OR body:bar)")
is False
)
assert sniff_citation_query("DR. SCHAUDINN'S WORK ON BLOOD PARASITES") is False
assert sniff_citation_query('"DR. SCHAUDINN\'S WORK ON BLOOD PARASITES"') is False
assert (
sniff_citation_query(
'"DR. SCHAUDINN\'S WORK ON BLOOD PARASITES." BMJ (Clinical Research Edition) (1905): 442-444'
)
is True
)
assert (
sniff_citation_query(
'Peskin, Charles S. "Numerical analysis of blood flow in the heart." Journal of computational physics 25.3 (1977): 220-252.'
)
is True
)
assert (
sniff_citation_query(
"Peskin, C.S., 1977. Numerical analysis of blood flow in the heart. Journal of computational physics, 25(3), pp.220-252."
)
is True
)
assert (
sniff_citation_query(
'Page, Don N. "Information in black hole radiation." Physical review letters 71.23 (1993): 3743.'
)
is True
)
assert (
sniff_citation_query(
"Hawking SW. Black hole explosions?. Nature. 1974 Mar;248(5443):30-1."
)
is True
)
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