fix(learn): excerpt matcher covers more declaration forms

The brace matcher now finds a declaration head in more forms -- name(...) with
any return type, qualifiers, generics or a parameter list spread over many
lines (a paren-aware scan replaces the 8-line lookahead; a prototype's ';' is
not a body, a ')' closing an outer parenthesis marks a call), JS object-literal
methods and property/chained assignments of function expressions and arrows,
$ as an identifier character, Perl 'sub name {', C# expression bodies -- and a
file given as 'other'/'unknown' is sniffed for Perl and Ruby so their def/sub
forms are matched by the right pattern instead of a {} block inside them. The
memory build hands the matcher the label's language where the record's closed
vocabulary language ('other' for Go, Ruby, C#) resolves nothing. One test per
form. Fixed-side negatives still require the fixed side to declare the
function; the 94 vibe-py positives-only groups stay counted.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
This commit is contained in:
Marius Ciepluch
2026-10-02 16:12:08 +02:00
co-authored by Claude Fable 5.1
parent 090265b247
commit 9d74839128
4 changed files with 363 additions and 34 deletions
+16 -4
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@@ -122,6 +122,17 @@ def _counter_role(label: Mapping[str, Any]) -> str:
return "vulnerable" if label.get("pin_role") == "fixed" else "fixed" return "vulnerable" if label.get("pin_role") == "fixed" else "fixed"
def _excerpt_language(record: Mapping[str, Any], label: Mapping[str, Any], lines: Sequence[str] | None, function: str) -> str:
"""The language the excerpt matcher runs under: the record's (the closed feature vocabulary, ``other`` for Go,
Ruby, C#, Perl, ...), and the label's -- the catalog's or the clone's -- where the record's resolves nothing
(a Ruby ``def`` under ``other`` has no brace body). The record keeps its own language field."""
language = str(record.get("language") or label.get("language") or "other")
declared = str(label.get("language") or "")
if lines and declared and declared != language and function_bounds(lines, language, function) is None:
return declared
return language
def build_examples( def build_examples(
labels: Iterable[Label | Mapping[str, Any]], labels: Iterable[Label | Mapping[str, Any]],
records: Mapping[tuple[str, str, str, str, str], Mapping[str, Any]], records: Mapping[tuple[str, str, str, str, str], Mapping[str, Any]],
@@ -165,16 +176,17 @@ def build_examples(
count.recorded += 1 count.recorded += 1
path, _, function = candidate.partition("::") path, _, function = candidate.partition("::")
function = (function_of(label, str(label.get("pin_role") or "vulnerable")) if function_of else None) or function function = (function_of(label, str(label.get("pin_role") or "vulnerable")) if function_of else None) or function
language = str(record.get("language") or label.get("language") or "other")
identities = identities_of(str(label.get("repo") or ""), path, [str(label.get("pin") or "")]) identities = identities_of(str(label.get("repo") or ""), path, [str(label.get("pin") or "")])
lines = lines_of(label, str(label.get("pin_role") or "vulnerable")) lines = lines_of(label, str(label.get("pin_role") or "vulnerable"))
language = str(record.get("language") or label.get("language") or "other")
matcher = _excerpt_language(record, label, lines, function)
diff = None diff = None
if unit == "delta" and lines: if unit == "delta" and lines:
base = lines_of(label, _counter_role(label)) base = lines_of(label, _counter_role(label))
head_span, base_span = function_bounds(lines, language, function), function_bounds(base or (), language, function) head_span, base_span = function_bounds(lines, matcher, function), function_bounds(base or (), matcher, function)
if base and head_span and base_span: if base and head_span and base_span:
diff = delta_diff(base[slice(*base_span)], lines[slice(*head_span)], language, identities=identities) diff = delta_diff(base[slice(*base_span)], lines[slice(*head_span)], matcher, identities=identities)
shown = excerpt(lines, language, function, bounds=bounds, identities=identities, diff=diff) shown = excerpt(lines, matcher, function, bounds=bounds, identities=identities, diff=diff)
if shown is None: if shown is None:
if not lines: if not lines:
count.unread += 1 count.unread += 1
+113 -27
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@@ -14,6 +14,14 @@ otherwise tell the model the label. Both become ``<redacted>``. A delta unit add
The text is normalised (trailing blanks dropped, ``\\n`` endings, one final newline) before it is hashed, so the sha The text is normalised (trailing blanks dropped, ``\\n`` endings, one final newline) before it is hashed, so the sha
names the content an embedding and a response cache key are of. names the content an embedding and a response cache key are of.
Where a function is declared (:func:`function_bounds`): the repo-facts declaration pattern of the language first (its
span runs to the next declaration), else the brace matcher, which knows ``name(...) {`` with any return type,
qualifiers, generics or a parameter list spread over many lines (a prototype's ``;`` is not a body), object-literal
methods ``name: function (`` / ``name: (a) =>``, assignments ``x.y.name = function (`` / ``= (a) =>`` / chained
``const name = m.name = async a =>``, Perl ``sub name {`` and C# expression bodies. A file given as ``other`` or
``unknown`` is sniffed for Perl and Ruby (:func:`resolve_language`), whose ``def``/``sub`` forms a brace matcher
would miss or mistake for a block.
""" """
from __future__ import annotations from __future__ import annotations
@@ -180,47 +188,123 @@ def identities_of(repo: str = "", path: str = "", commits: Iterable[str] = ()) -
# --- spans and excerpts ----------------------------------------------------------------------------------------------- # --- spans and excerpts -----------------------------------------------------------------------------------------------
def _brace_bounds(lines: Sequence[str], language: str, function: str) -> tuple[int, int] | None: _UNKNOWN_LANGUAGES = frozenset({"", "other", "unknown"})
"""A brace language's definition of ``function`` (``Class::name`` and ``a.b`` reduced to the last name): the first _PERL_LINE = re.compile(r"^\s*(?:sub\s+\w+\s*[{(;]|use\s+strict\s*;|my\s+[$@%]\w+)")
line naming it before ``(`` whose ``{`` comes before any ``;``, to the matching ``}``. Comments are blanked _RUBY_DEF = re.compile(r"^\s*def\s+(?:self\.)?\w+[?!=]?(?:\s*\(|\s|$)")
before braces are counted.""" _RUBY_END = re.compile(r"^\s*end\s*$")
name = re.split(r"::|\.|->", function)[-1] _BODY_SCAN_LINES = 40 # how far past a declaration head the body's ``{`` (or a prototype's ``;``) may be
if not re.fullmatch(r"[A-Za-z_]\w*", name): _STATEMENT_HEAD = re.compile(r"\s*(return|if|while|for|switch|else|case|throw|await|yield)\b")
return None _FUNCTION_EXPR = r"(?:async\s+)?(?:function\b\s*\*?\s*[\w$]*\s*)?(?=\(|[\w$]+\s*=>)" # function (...) / (...) => / a =>
call = re.compile(r"(?<![\w.>$])" + re.escape(name) + r"\s*\(")
def resolve_language(lines: Sequence[str], language: str) -> str:
"""The alias-normalised language; a file given as unknown (``other``, the feature vocabulary's bucket for Go, Ruby,
C#, Perl, ...) is sniffed for Perl (``sub name {``, ``use strict;``) and Ruby (``def`` ... ``end``), whose
declaration forms a brace matcher never finds and whose ``#`` comments must be redacted."""
language = LANGUAGE_ALIASES.get(language, language)
if language in _UNKNOWN_LANGUAGES and lines:
if any(_PERL_LINE.match(line) for line in lines):
return "perl"
if any(_RUBY_DEF.match(line) for line in lines) and any(_RUBY_END.match(line) for line in lines):
return "ruby"
return language
def _blank_comments(lines: Sequence[str], language: str) -> list[str]:
style = language if language in SLASH_COMMENTS or language in HASH_COMMENTS else "c"
code: list[str] = [] code: list[str] = []
state: str | None = None state: str | None = None
for line in lines: for line in lines:
ranges, state = _comment_ranges(line, state, language if language in SLASH_COMMENTS else "c") ranges, state = _comment_ranges(line, state, style)
for start, end in reversed(ranges): for start, end in reversed(ranges):
line = line[:start] + " " * (end - start) + line[end:] line = line[:start] + " " * (end - start) + line[end:]
code.append(line) code.append(line)
for i, line in enumerate(code): return code
found = call.search(line)
if found is None or re.match(r"\s*(return|if|while|for|switch|else)\b", line):
continue def _declaration_heads(name: str) -> re.Pattern[str]:
tail = "\n".join([line[found.end() :], *code[i + 1 : i + 8]]) """Where a brace language may declare ``name`` (the body follows): ``name(`` (a definition -- or a call, told
brace, semi = tail.find("{"), tail.find(";") apart by :func:`_body_start`); Perl ``sub name {``; an object-literal method ``name: function (`` /
if brace < 0 or (0 <= semi < brace): ``name: (a) =>``; an assignment ``x.y.name = function (`` / ``= (a) =>`` / ``const name = m.name = async a =>``
continue (any chain). ``$`` is an identifier character (``Glance$serveRequest``)."""
depth, opened = 0, False quoted = re.escape(name)
for j in range(i, len(code)): return re.compile(
for c in line[found.end() :] if j == i else code[j]: rf"(?<![\w.>$]){quoted}\s*(?:<[^<>(){{}};]*>\s*)?(?=\()"
rf"|^\s*sub\s+{quoted}\s*(?=[{{(;])"
rf"|(?<![\w$]){quoted}\s*:\s*{_FUNCTION_EXPR}"
rf"|(?<![\w$]){quoted}\s*=\s*(?:[\w$.\[\]'\"]+\s*=\s*)*{_FUNCTION_EXPR}"
)
def _body_start(code: Sequence[str], line: int, column: int) -> tuple[str, int, int] | None:
"""Scan from a declaration head for its body: ``("brace", line, column)`` of the ``{`` at parenthesis depth 0,
``("expression", line, column)`` of the ``;`` or ``,`` ending an arrow function's expression body, ``None`` for a
prototype (``;`` before any body), a call (a ``)`` closing an outer parenthesis, a ``}``) or no body within
:data:`_BODY_SCAN_LINES`. Parentheses are tracked so ``f(a, function () {})`` is not a definition of ``f``."""
depth, arrow = 0, False
for j in range(line, min(line + _BODY_SCAN_LINES, len(code))):
text = code[j]
k = column if j == line else 0
while k < len(text):
c = text[k]
if c == "(":
depth += 1
elif c == ")":
depth -= 1
if depth < 0:
return None
elif depth == 0:
if c == "{": if c == "{":
depth, opened = depth + 1, True return ("brace", j, k)
elif c == "}" and opened: if arrow and c in ";,":
return ("expression", j, k)
if c in "};": # a statement ends (a call, a prototype) before any body opened
return None
if text.startswith("=>", k):
arrow = True
k += 1
k += 1
return None
def _brace_bounds(lines: Sequence[str], language: str, function: str) -> tuple[int, int] | None:
"""A brace language's definition of ``function`` (``Class::name`` and ``a.b`` reduced to the last name): the first
declaration head (:func:`_declaration_heads`) whose body :func:`_body_start` finds, to the matching ``}`` (or the
end of an expression body). Comments are blanked before anything is matched or counted."""
name = re.split(r"::|\.|->", function)[-1]
if not re.fullmatch(r"[A-Za-z_$][\w$]*", name):
return None
heads = _declaration_heads(name)
code = _blank_comments(lines, language)
for i, line in enumerate(code):
if _STATEMENT_HEAD.match(line):
continue
for found in heads.finditer(line):
body = _body_start(code, i, found.end())
if body is None:
continue
kind, j, k = body
if kind == "expression":
return i, j + 1
depth = 0
for row in range(j, len(code)):
for c in code[row][k:] if row == j else code[row]:
if c == "{":
depth += 1
elif c == "}":
depth -= 1 depth -= 1
if depth == 0: if depth == 0:
return i, j + 1 return i, row + 1
return i, len(code) return i, len(code)
return None return None
def function_bounds(lines: Sequence[str], language: str, function: str) -> tuple[int, int] | None: def function_bounds(lines: Sequence[str], language: str, function: str) -> tuple[int, int] | None:
"""0-based ``[start, end)`` of the first declaration of ``function`` (the whole file for ``<global>``), or """0-based ``[start, end)`` of the first declaration of ``function`` (the whole file for ``<global>``), or
``None`` when the file does not declare it. Languages without a repo-facts declaration pattern (C, C++, ...) and ``None`` when the file does not declare it. Languages without a repo-facts declaration pattern (C, C++, C#, Perl,
brace languages whose pattern misses the name use the brace matcher.""" ...) and brace languages whose pattern misses the name use the brace matcher; an unknown language is sniffed
language = LANGUAGE_ALIASES.get(language, language) (:func:`resolve_language`)."""
language = resolve_language(lines, language)
if function == GLOBAL: if function == GLOBAL:
return (0, len(lines)) if lines else None return (0, len(lines)) if lines else None
pattern = DECLARATION.get(language) pattern = DECLARATION.get(language)
@@ -267,6 +351,7 @@ def excerpt(
:func:`delta_diff`) is appended under a ``diff:`` line.""" :func:`delta_diff`) is appended under a ``diff:`` line."""
if not lines: if not lines:
return None return None
language = resolve_language(lines, language)
span = function_bounds(lines, language, function) span = function_bounds(lines, language, function)
if span is None: if span is None:
return None return None
@@ -300,6 +385,7 @@ def delta_diff(
) -> str: ) -> str:
"""The base->head unified diff of a function (one line of context, no file headers), redacted, at most """The base->head unified diff of a function (one line of context, no file headers), redacted, at most
``max_lines`` lines.""" ``max_lines`` lines."""
language = resolve_language(head, language)
diff = [line for line in difflib.unified_diff(list(base), list(head), lineterm="", n=1)][2:] diff = [line for line in difflib.unified_diff(list(base), list(head), lineterm="", n=1)][2:]
out: list[str] = [] out: list[str] = []
for line in diff: for line in diff:
@@ -314,5 +400,5 @@ def delta_diff(
__all__ = [ __all__ = [
"CANDIDATE", "DIFF_LINES", "EXAMPLE", "REDACTED", "Bounds", "Excerpt", "delta_diff", "excerpt", "excerpt_sha", "CANDIDATE", "DIFF_LINES", "EXAMPLE", "REDACTED", "Bounds", "Excerpt", "delta_diff", "excerpt", "excerpt_sha",
"function_bounds", "identities_of", "normalise", "redact", "function_bounds", "identities_of", "normalise", "redact", "resolve_language",
] # fmt: skip ] # fmt: skip
+10
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@@ -158,6 +158,16 @@ def test_a_fixed_side_without_the_function_is_a_label_defect_not_an_unread_side(
assert unread.sources["population-v1"].unread == 1 and unread.failing() == ["population-v1"] assert unread.sources["population-v1"].unread == 1 and unread.failing() == ["population-v1"]
def test_the_excerpt_matcher_falls_back_to_the_labels_language_when_the_records_resolves_nothing() -> None:
"""A feature record carries the closed vocabulary's language (``other`` for Ruby, Go, C#); a Python ``def`` under
``other`` has no brace body, so the matcher gets the label's language instead. The record's field is kept."""
lab = label()
other = {**feature(lab), "language": "other"}
build = build_examples([lab], records_by_key([other]), lambda lab, role: CODE[role], sources=SOURCES)
assert build.summary()["examples"] == 1 and build.rows[0]["language"] == "other" # the row keeps the vocabulary language
assert build.sources["population-v1"].no_excerpt == 0
def test_pair_sides_join_the_record_stored_under_their_harvest_unit_pin() -> None: def test_pair_sides_join_the_record_stored_under_their_harvest_unit_pin() -> None:
"""The harvest stores a pair side's record under its unit pin (the blob sha1 of the side's excerpt), not under """The harvest stores a pair side's record under its unit pin (the blob sha1 of the side's excerpt), not under
:func:`label_pin`; ``pins`` from the harvest ``units.json`` joins them, and without it the record is not found.""" :func:`label_pin`; ``pins`` from the harvest ``units.json`` joins them, and without it the record is not found."""
+221
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@@ -136,3 +136,224 @@ def test_brace_languages_without_a_declaration_pattern() -> None:
assert shown is not None and shown.first == 3 and shown.last == 7 and "other(void)" not in shown.text assert shown is not None and shown.first == 3 and shown.last == 7 and "other(void)" not in shown.text
assert excerpt(c, "cpp", "Parser::parse_header") is not None assert excerpt(c, "cpp", "Parser::parse_header") is not None
assert excerpt(["int f(void);", "int g(void) { return f(); }"], "c", "f") is None # a prototype is not a body assert excerpt(["int f(void);", "int g(void) { return f(); }"], "c", "f") is None # a prototype is not a body
# --- declaration forms the brace matcher must know (each form once; a call or prototype is never a declaration) -------
def _span(code: list[str], language: str, function: str) -> tuple[int, int] | None:
found = excerpt(code, language, function)
return None if found is None else (found.first, found.last)
def test_js_object_literal_methods() -> None:
js = [
"module.exports = {",
" getInfo: function () {",
" return this.exec('pdfinfo ' + this.path)",
" },",
" ps: function(pid, options, done) {",
" var cmd = 'ps -o pcpu,rss -p ' + pid",
" exec(cmd, done)",
" },",
" performAction: function anonymous(yytext, yyleng) {",
" return eval(yytext)",
" },",
" short: (a) => a + 1,",
" use: function () { return this.getInfo().then(function (info) { return info }) },",
"}",
]
assert _span(js, "javascript", "getInfo") == (2, 4)
assert _span(js, "javascript", "ps") == (5, 8)
assert _span(js, "javascript", "performAction") == (9, 11) # the key, not the expression's own name
assert _span(js, "javascript", "short") == (12, 12) # an expression body ends at its comma
assert _span(js, "javascript", "then") is None # a call inside a body is not a declaration
def test_js_property_assignment_functions_and_arrows() -> None:
js = [
"module.exports.ConfigureFilePath = (Options, FilePath) => {",
" return path.join(Options.root, FilePath)",
"}",
"const listProcessesOnPort = module.exports.listProcessesOnPort = async port => {",
" return exec(`lsof -i :${port}`)",
"}",
"Glance.prototype.serveRequest = function Glance$serveRequest (req, res) {",
" fs.createReadStream(req.url).pipe(res)",
"}",
"this.getDaqValue = function (tagid, fromts, tots) {",
" return conn.query('SELECT ' + tagid)",
"}",
"const total = sum(prices)",
]
assert _span(js, "javascript", "ConfigureFilePath") == (1, 3)
assert _span(js, "javascript", "listProcessesOnPort") == (4, 6)
assert _span(js, "javascript", "Glance$serveRequest") == (7, 9) # `$` is an identifier character
assert _span(js, "javascript", "serveRequest") == (7, 9)
assert _span(js, "javascript", "getDaqValue") == (10, 12)
assert _span(js, "javascript", "sum") is None # an assignment of a call result declares nothing
def test_ts_class_methods_with_modifiers_and_multiline_parameters() -> None:
ts = [
"export class Client {",
" private retries = 3",
" private async fetchRetry(",
" url: string,",
" options: any = {},",
" ): Promise<Response> {",
" return fetch(url, options)",
" }",
" handle = async (req: Request): Promise<void> => {",
" await this.fetchRetry(req.url)",
" }",
"}",
]
assert _span(ts, "typescript", "fetchRetry") == (3, 8) # not the `{}` default value inside the parameter list
assert _span(ts, "typescript", "handle") == (9, 11)
def test_perl_sub_under_an_unknown_language() -> None:
perl = [
"#!/usr/bin/perl",
"use strict;",
"sub link_hash_cert;", # a forward declaration has no body
"# CVE-2022-1292: shell injection fixed",
"sub link_hash_cert {",
" my $fname = $_[0];",
" system(\"openssl x509 -in '$fname'\");",
"}",
"sub hash_dir { opendir(my $dh, $_[0]) or die; }",
]
assert _span(perl, "unknown", "link_hash_cert") == (5, 8)
assert _span(perl, "other", "hash_dir") == (9, 9)
shown = excerpt(perl, "unknown", "link_hash_cert", focus=(4,))
assert shown is not None and "CVE-2022" not in shown.text # `#` comments are redacted once the language is known
def test_c_declaration_with_a_long_parameter_list_and_qualifiers() -> None:
c = [
"CURLcode Curl_add_custom_headers(struct Curl_easy *data, bool is_connect, void *req);",
"",
"CURLcode Curl_add_custom_headers(struct Curl_easy *data,",
" bool is_connect,",
"#ifndef USE_HYPER",
" struct dynbuf *req",
"#else",
" void *req",
"#endif",
" )",
"{",
" return CURLE_OK;",
"}",
"std::string Parser::header(int index) const noexcept {",
" return headers[index];",
"}",
"Parser::Parser(int n) : size_(n), data_(nullptr) {",
" data_ = alloc(n);",
"}",
"int main(void) { if (check(1)) { return 1; } else if (header(2)) { return 2; } return 0; }",
]
assert _span(c, "c", "Curl_add_custom_headers") == (3, 13) # the prototype is skipped, the body is 9 lines down
assert _span(c, "cpp", "Parser::header") == (14, 16)
assert _span(c, "cpp", "Parser") == (17, 19) # an initializer list's commas are not statement ends
assert _span(c, "c", "check") is None # `if (check(1)) {` is a call: its `)` closes an outer parenthesis
def test_php_methods_with_modifiers_and_return_types() -> None:
php = [
"<?php",
"class Export {",
" public static function &byRef(array $rows): ?array",
" {",
" return $rows;",
" }",
" final protected function render(string $name): void { echo $name; }",
"}",
]
assert _span(php, "php", "byRef") == (3, 6)
assert _span(php, "php", "render") == (7, 8) # a pattern language's span runs to the next declaration or the end
def test_go_receivers_and_rust_generics() -> None:
go = [
"package main",
"",
"func (s *Server) handle(w http.ResponseWriter, r *http.Request) {",
"\tio.Copy(w, r.Body)",
"}",
"",
"func main() {}",
]
assert _span(go, "go", "handle") == (3, 6) # the declaration pattern: to the next `func`
assert _span(go, "other", "handle") == (3, 5) # the feature vocabulary's bucket for Go: brace-matched to the body
rust = ["pub fn parse<T: Read>(input: &mut T) -> Result<(), Error> {", " Ok(())", "}"]
assert _span(rust, "rust", "parse") == (1, 3)
def test_ruby_defs_under_the_other_language_are_sniffed() -> None:
ruby = [
"module Kredis",
" class Type",
" def self.cast_value(value)",
" YAML.load(value)",
" end",
"",
" def fetch_file(path)",
" files.each { |f| return f if f.name == path }",
" nil",
" end",
" end",
"end",
]
assert _span(ruby, "ruby", "cast_value") == (3, 6)
assert _span(ruby, "other", "cast_value") == (3, 6) # not None: the file is sniffed as Ruby
assert _span(ruby, "other", "fetch_file") == _span(ruby, "ruby", "fetch_file") == (7, 12) # to the end: no later `def`
assert _span(ruby, "c", "fetch_file") == (7, 8) # what a brace matcher takes under a named brace language: the block
def test_csharp_attributes_modifiers_and_expression_bodies() -> None:
cs = [
"public class UploadController : Controller",
"{",
" [HttpPost]",
" public async Task<IActionResult> Upload(IFormFile file)",
" {",
" var path = Path.Combine(root, file.FileName);",
" return Ok(path);",
" }",
" protected override string Name(int index) => names[index];",
" public abstract int Size(string key);",
"}",
]
assert _span(cs, "csharp", "Upload") == (4, 8)
assert _span(cs, "csharp", "Name") == (9, 9) # an expression-bodied member ends at its `;`
assert _span(cs, "csharp", "Size") is None # abstract: no body
def test_java_and_statement_heads_are_not_declarations() -> None:
java = [
"public class Handler {",
" @Override",
" public synchronized <T> List<T> load(String name, Class<T> type)",
" throws IOException, SQLException {",
" return run(name, type);",
" }",
" void other() {",
' while (load("x", null) != null) { break; }',
" }",
"}",
]
assert _span(java, "java", "load") == (3, 6) # `throws A, B {`: the comma is not a statement end
assert _span(java, "java", "run") is None
assert _span(java[2:], "java", "load") == _span(java[2:], "c", "load") == (1, 4) # pattern and brace matcher agree
def test_resolve_language_sniffs_only_unknown_languages() -> None:
from openultrasast.learn.excerpt import resolve_language
assert resolve_language(["sub x {", "}"], "unknown") == "perl"
assert resolve_language(["def x", "end"], "other") == "ruby"
assert resolve_language(["def x(a):", " return a"], "other") == "other" # Python has no `end` lines
assert resolve_language(["sub x {", "}"], "python") == "python" # a named language is never second-guessed
assert resolve_language([], "unknown") == "unknown"