feat(semantic): the hunter's semantic producer covers Java and PHP

Java parsed already, but the producer failed every Java row because no obligation facts existed for the
language and that failure took roles and def_use down with it. PHP had no grammar. Now: tree-sitter-php in the
semantic extra with PHP node kinds in the CST reader; obligation facts for Jenkins/Stapler, Spring Security and
Servlet code (java.toml) and for Laravel, WordPress and Symfony (php.toml), each header naming the training
clones and references the names were checked against; a language with an IR but no obligation facts keeps
roles and def_use and records obligations as unchecked (None), which the engineered features treat as missing,
never as zero. Proven on the committed pool: 6 of 6 Java rows and 33 of 33 PHP rows of one fix change each now
carry semantic features. Implemented by Codex; gated here with ruff, mypy and the full suite.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
This commit is contained in:
Marius Ciepluch
2026-10-14 09:35:16 +02:00
co-authored by Claude Fable 5.1
parent 6fe46c3062
commit 4063fd1562
13 changed files with 354 additions and 9 deletions
+2 -1
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@@ -31,7 +31,7 @@ docs = [
s3 = [
"boto3>=1.35,<2",
]
# Structured parse for overlay (JS/C/C++/Java/Python). Core install stays empty.
# Structured parse for overlay (JS/C/C++/Java/PHP/Python). Core install stays empty.
# Wheels are MIT; import is lazy via openultrasast.semantic.extra.
semantic = [
"tree-sitter>=0.23,<0.27",
@@ -41,6 +41,7 @@ semantic = [
"tree-sitter-c>=0.23",
"tree-sitter-cpp>=0.23",
"tree-sitter-java>=0.23",
"tree-sitter-php>=0.23",
]
[project.scripts]
+1
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@@ -47,6 +47,7 @@ def _engineer(row: Mapping[str, Any]) -> dict[str, Any]:
callers = row.get("feature.source.callers")
roles = row.get("feature.semantic.roles") or None
def_use = row.get("feature.semantic.def_use") or None
# None means unchecked even when roles and def_use succeeded; [] is checked.
obligations = row.get("feature.semantic.obligations")
function = row.get("feature.source.function")
out: dict[str, Any] = {key: row.get(key) for key in KEYS}
+1 -1
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@@ -211,7 +211,7 @@ def _source(root: Path, change: Change, path: str, line: int, ctx: Context) -> d
ctx.read(path)
if path in ctx.range_errors:
raise _Absent(ctx.range_errors[path])
facts = source.facts_for(root, path, line, entry_points=ctx.entry_points)
facts = source.facts_for(root, path, line, entry_points=ctx.entry_points, files=ctx.product_files, texts=ctx.texts)
# Select the occurrence at this line when several methods share a name.
spans = [r for r in ctx.ranges(path) if r.name == facts.function and r.start <= line <= r.end]
span = min(spans, key=lambda r: r.end - r.start) if spans else None
@@ -0,0 +1,64 @@
# Closed authorization facts for Jenkins/Stapler, Spring Security and Servlet code.
# Checked Git HEAD source objects in /home/mc/ousast-results/valid/train/hist/:
# jenkinsci__analysis-core-plugin: DefaultGraphConfigurationView.checkPermission,
# AbstractAnnotation.hasPermission and GlobalSettings.save; android-signing-plugin:
# SignApksBuilder.lookupCredentials; ansible-plugin: AnsibleAdHocCommandBuilder.findCredentialById;
# blueocean-plugin: GitScm.getItemByFullName; cloud-stats-plugin: CloudStatistics.getConfigFile;
# job-import-plugin: JobImportAction.updateByXml. These are real calls, not prose matches.
# checkAnyPermission is documented by Jenkins AccessControlled, although absent from these HEADs:
# https://javadoc.jenkins.io/hudson/security/AccessControlled.html
# checkReadPermission was not found in the clones or API references and is not guessed here.
# Spring and Servlet are already named in ruleset/semantic/java.toml. Their identity/check APIs:
# https://docs.spring.io/spring-security/site/docs/current/api/org/springframework/security/acls/model/Acl.html
# https://docs.spring.io/spring-security/site/docs/5.4.x/reference/html5/ (Servlet integration)
# Calls use trailing method names. Boolean predicates are ownership_check witnesses, requiring
# an exit before the operation under OrderDominance; only throwing checks are path_guard facts.
version = "1"
language = "java"
[[operation]]
id = "jenkins-credentials-read"
kind = "protected_read"
calls = ["lookupCredentials", "findCredentialById"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[operation]]
# A Stapler doXxx handler is not itself a protected operation; its item lookup is.
id = "jenkins-item-read"
kind = "protected_read"
calls = ["getItemByFullName", "getConfigFile"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[operation]]
id = "jenkins-item-write"
kind = "protected_write"
calls = ["updateByXml", "save"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[operation]]
# JDBC access already named in semantic/java.toml; authorization is separate from SQL escaping.
id = "sql-access"
kind = "protected_read"
calls = ["executeQuery", "execute", "prepareCall"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[discharger]]
id = "jenkins-permission-guard"
kind = "path_guard"
calls = ["checkPermission", "checkAnyPermission"]
[[discharger]]
id = "permission-predicate"
kind = "ownership_check"
calls = ["hasPermission", "isGranted", "isUserInRole"]
[[discharger]]
# Reading the security context alone is not an authorization guard.
id = "identity-from-context"
kind = "identity_constraint"
identity_sources = ["SecurityContextHolder.getContext().getAuthentication()", "Jenkins.getAuthentication()", "Jenkins.getAuthentication2()", "getUserPrincipal()"]
request_sources = ["getParameter(", "getHeader(", "getCookies(", "getQueryString("]
@@ -0,0 +1,93 @@
# Closed authorization facts for Laravel, WordPress and Symfony.
# Checked shopperlabs__shopper Git HEAD source objects in /home/mc/ousast-results/valid/train/hist/:
# CollectionProducts.authorize, SetupGuide.can, AssetController.abort_unless,
# OrderCustomer.find, SaveProductVariantsAction.findOrFail, InitialQuantityInventory.first,
# UpdateProductAction.update, DetachAttributesToProductAction.delete, UserCommand.save,
# PermissionsTableSeeder.create, and Account/Devices.php's user_id constraint from auth()->user().
# Gate predicates, abort_if and destroy are framework APIs, not observed Shopper HEAD calls:
# https://laravel.com/framework/docs/10.x/authorization (Gate and policy dispatch)
# https://api.laravel.com/docs/10.x/%5BGlobal_Namespace%5D.html (abort helpers)
# https://api.laravel.com/docs/12.x/Illuminate/Database/Eloquent/Model.html
# WordPress is already covered by semantic/php.toml (including the $wpdb calls below).
# Post, option, capability, login and nonce APIs were checked in the official function reference:
# https://developer.wordpress.org/reference/functions/get_post/
# https://developer.wordpress.org/reference/functions/wp_update_post/
# https://developer.wordpress.org/reference/functions/update_option/
# https://developer.wordpress.org/reference/functions/current_user_can/
# https://developer.wordpress.org/reference/functions/is_user_logged_in/
# https://developer.wordpress.org/reference/functions/check_admin_referer/
# https://developer.wordpress.org/reference/functions/wp_verify_nonce/
# Symfony's controller checks: https://symfony.com/doc/current/security.html
# Calls use trailing names: Gate::authorize and $this->authorize both become authorize;
# variables retain their $ sigil, consistent with the CST and existing PHP source facts.
# Common Eloquent/WordPress names are annotations, not receiver type resolution or proof.
version = "1"
language = "php"
[[operation]]
id = "eloquent-read"
kind = "protected_read"
calls = ["find", "findOrFail", "first", "get"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[operation]]
id = "eloquent-write"
kind = "protected_write"
calls = ["update", "delete", "destroy", "save", "create"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[operation]]
id = "wordpress-read"
kind = "protected_read"
calls = ["get_post", "get_var", "get_results", "get_row", "get_col", "query"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[operation]]
id = "wordpress-write"
kind = "protected_write"
calls = ["wp_update_post", "replace"]
requires = ["path_guard", "ownership_check", "identity_constraint"]
sensitivity = "high"
[[operation]]
id = "wordpress-option-write"
kind = "privileged_action"
calls = ["update_option"]
requires = ["path_guard", "ownership_check"]
sensitivity = "high"
[[discharger]]
# Laravel policy enforcement and Symfony's throwing controller guard.
id = "authorization-guard"
kind = "path_guard"
calls = ["authorize", "denyAccessUnlessGranted"]
[[discharger]]
# These return booleans: a bare call is not a guard. OrderDominance requires an exit.
id = "permission-predicate"
kind = "ownership_check"
calls = ["can", "cannot", "allows", "denies", "current_user_can", "isGranted"]
[[discharger]]
# These throw conditionally; as with other guards, this annotation cannot establish
# that the condition is the right permission check. It is not a proof of authorization.
id = "conditional-abort"
kind = "path_guard"
calls = ["abort_if", "abort_unless"]
[[discharger]]
# Nonces validate intent, not capabilities; login alone does not grant a permission.
# None of the protected operations above accept validated_input as authorization.
id = "wordpress-request-validation"
kind = "validated_input"
calls = ["check_admin_referer", "wp_verify_nonce", "is_user_logged_in"]
[[discharger]]
id = "identity-from-context"
kind = "identity_constraint"
identity_sources = ["auth()->user()", "shopper()->auth()->user()"]
constraint_params = ["user_id"]
request_sources = ["$_GET", "$_POST", "$_REQUEST", "$_COOKIE", "$_FILES"]
+27 -3
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@@ -7,6 +7,16 @@ from typing import Any
from .ir import Bind, CallSite, FileIR, FunctionIR
_KIND = {
"php": {
"function": frozenset({"function_definition", "method_declaration", "anonymous_function", "arrow_function"}),
"assign": frozenset({"assignment_expression", "augmented_assignment_expression"}),
"call": frozenset(
{"function_call_expression", "member_call_expression", "scoped_call_expression", "nullsafe_member_call_expression"}
),
"args": frozenset({"arguments"}),
"string": frozenset({"string", "encapsed_string"}),
"params": frozenset({"formal_parameters"}),
},
"python": {
"function": frozenset({"function_definition"}),
"assign": frozenset({"assignment", "augmented_assignment"}),
@@ -170,6 +180,8 @@ def _bind(node: Any, kinds: dict[str, frozenset[str]]) -> Bind | None:
def _call(node: Any, kinds: dict[str, frozenset[str]]) -> CallSite:
args_node = next((child for child in getattr(node, "named_children", ()) or () if child.type in kinds["args"]), None)
arg_nodes = list(getattr(args_node, "named_children", ()) or ()) if args_node is not None else []
# PHP wraps positional and named argument values in an `argument` node.
arg_nodes = [arg.named_children[-1] if arg.type == "argument" and arg.named_children else arg for arg in arg_nodes]
extra = len(arg_nodes) >= 2 and arg_nodes[1].type in _SEQUENCE
return CallSite(
order=int(node.end_byte),
@@ -183,6 +195,10 @@ def _call(node: Any, kinds: dict[str, frozenset[str]]) -> CallSite:
def _callee_name(node: Any, args_node: Any) -> str:
if node.type in _KIND["php"]["call"]:
callee = node.child_by_field_name("name") or node.child_by_field_name("function")
if callee is not None:
return _text(callee).rsplit("\\", 1)[-1]
idents = [
_text(child)
for child in getattr(node, "named_children", ()) or ()
@@ -207,7 +223,7 @@ def _call_name(node: Any, kinds: dict[str, frozenset[str]]) -> str | None:
def _function_name(node: Any) -> str:
for child in getattr(node, "named_children", ()) or ():
if child.type == "identifier":
if child.type in {"identifier", "name"}:
return _text(child)
if child.type == "function_declarator":
for grandchild in getattr(child, "named_children", ()) or ():
@@ -222,6 +238,10 @@ def _params(node: Any, kinds: dict[str, frozenset[str]]) -> tuple[str, ...]:
return _identifiers(parameter)
for child in _walk(node, skip=frozenset()):
if child.type in kinds["params"]:
if any(
param.type in {"simple_parameter", "variadic_parameter", "property_promotion_parameter"} for param in child.named_children
):
return tuple(_text(name) for param in child.named_children if (name := param.child_by_field_name("name")) is not None)
return _identifiers(child)
if child.type == "function_declarator":
for grandchild in getattr(child, "named_children", ()) or ():
@@ -231,7 +251,7 @@ def _params(node: Any, kinds: dict[str, frozenset[str]]) -> tuple[str, ...]:
def _left_name(node: Any) -> str:
if node.type in {"identifier", "property_identifier"}:
if node.type in {"identifier", "property_identifier", "variable_name"}:
return _text(node)
idents = _identifiers(node)
return idents[0] if idents else ""
@@ -240,12 +260,16 @@ def _left_name(node: Any) -> str:
def _identifiers(node: Any) -> tuple[str, ...]:
names: list[str] = []
for child in _walk(node):
if child.type == "identifier":
# Keep PHP's sigil, matching source facts such as $_GET and $_POST. The
# nested `name` node is not another variable (nor are class/type names).
if child.type in {"identifier", "variable_name"}:
names.append(_text(child))
return tuple(names)
def _is_constant(node: Any, kinds: dict[str, frozenset[str]]) -> bool:
if node.type == "encapsed_string":
return all(child.type in {"string_content", "escape_sequence"} for child in node.named_children)
if node.type in _CONST or node.type in kinds["string"]:
return True
if node.type not in {"binary_expression", "concatenated_string"}:
+1
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@@ -17,6 +17,7 @@ _GRAMMAR_MODULES = {
"c": ("tree_sitter_c", "language"),
"cpp": ("tree_sitter_cpp", "language"),
"java": ("tree_sitter_java", "language"),
"php": ("tree_sitter_php", "language_php"),
}
_PROBE_ENV = "OPENULTRASAST_TREE_SITTER_PROBE"
_PROBE_OFF = frozenset({"0", "off", "false", "unavailable", "no"})
+11
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@@ -100,3 +100,14 @@ def test_screen_reports_the_strongest_feature_per_annotation():
assert out.loc["hunks", "strongest_feature"] == "diff.distance" and out.loc["hunks", "auc"] == 0.0
assert out.loc["callers", "strongest_feature"] == "source.caller_count" and out.loc["callers", "auc"] == 1.0
assert out.loc["roles", "auc"] == 0.5 # constant: no signal
def test_unchecked_obligations_are_missing_while_checked_empty_is_zero():
frame = features.feature_frame([{**ROW, "feature.semantic.obligations": value} for value in (None, [])])
for column in ("semantic.obligations", "semantic.obligations_undischarged"):
assert pd.isna(frame.iloc[0][column])
assert frame.iloc[1][column] == 0
for row in frame.to_dict("records"):
assert row["ok.semantic"]
assert row["semantic.sources"] == 1
assert row["semantic.calls"] == 2
+58
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@@ -198,3 +198,61 @@ def test_a_removed_guard_anchors_the_function_it_left(tmp_path):
assert row["feature.diff.on_changed_line"] and row["feature.diff.distance"] == 0
first = next(r for r in rows if r["feature.source.function"] == "first")
assert first["feature.diff.distance"] == 4 and not first["feature.diff.on_changed_line"]
@pytest.mark.parametrize(
("path", "text", "source_name", "operation"),
[
(
"App.java",
'class App {\n void run() {\n String id = request.getParameter("id");\n'
" checkPermission(ADMINISTER);\n getItemByFullName(id);\n }\n}\n",
"getParameter",
"protected_read",
),
(
"app.php",
"<?php\nfunction run($id) {\n $id = $_GET['id'];\n Gate::authorize('view');\n Product::findOrFail($id);\n}\n",
"$_GET",
"protected_read",
),
],
)
def test_java_php_semantic_rows_keep_all_annotations(repository, monkeypatch, path, text, source_name, operation):
root, change = repository
(root / path).write_text(text)
monkeypatch.setattr(module, "_git", lambda *args: change["head"])
row = compute_rows(root, {**change, "kind": "ordinary", "files": [{"path": path, "head_lines": [[3, 3]]}]})[0]
assert row["provenance.semantic.ok"] is True
assert row["feature.semantic.roles"][source_name] == "source"
assert row["feature.semantic.def_use"]["binds"]
assert row["feature.semantic.def_use"]["calls"]
assert row["feature.semantic.obligations"] == [{"operation": operation, "line": 5, "discharged": True}]
def test_missing_obligation_facts_preserve_roles_and_def_use(repository, monkeypatch, tmp_path):
root, change = repository
baseline = compute_rows(root, change)[0]
empty = tmp_path / "empty-obligation-facts"
empty.mkdir()
load = module.load_obligation_facts
monkeypatch.setattr(module, "load_obligation_facts", lambda: load(empty))
row = compute_rows(root, change)[0]
assert row["provenance.semantic.ok"] is True
assert row["feature.semantic.obligations"] is None
for name in ("roles", "def_use"):
assert row[f"feature.semantic.{name}"] == baseline[f"feature.semantic.{name}"]
assert row[f"feature.semantic.{name}"]
def test_obligation_loader_errors_remain_type_only(repository, monkeypatch):
root, change = repository
def fail():
raise OSError("private file contents")
monkeypatch.setattr(module, "load_obligation_facts", fail)
row = compute_rows(root, change)[0]
assert row["provenance.semantic.ok"] is False
assert row["provenance.semantic.reason"] == "OSError"
assert "private file contents" not in json.dumps(row)
+5 -4
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@@ -86,6 +86,7 @@ def test_learn_slice_parameterized_sink_and_family_routing() -> None:
("typescript", "function f(req: any) { const x = req.query.x; eval(x); }"),
("c", "void f(char *x) { char *y = x; system(y); }"),
("java", "class C { void f(String x) { String y = x; exec(y); } }"),
("php", "<?php function f($x) { $y = $x; exec($y); }"),
],
)
def test_learn_slice_shared_cst_declarations(language: str, code: str) -> None:
@@ -99,8 +100,8 @@ def test_learn_slice_same_line_assignment_order() -> None:
def test_learn_slice_fixed_framing_redaction_and_unsupported() -> None:
assert function_slice("<?php function f($x) { exec($x); }", "php", "injection") is None
assert render_slice(None, "php") == "Data flow inside the function: not analysed (php is not supported)."
assert function_slice("def f(x); exec(x); end", "ruby", "injection") is None
assert render_slice(None, "ruby") == "Data flow inside the function: not analysed (ruby is not supported)."
assert render_slice(Slice(), "anything") == "Data flow inside the function: no source reaches a sink of this family."
assert "CVE" not in render_slice(None, "CVE-2026-1234")
result = sliced("def f(x):\n execute(x) # CVE-2026-1234 vulnerable")
@@ -225,7 +226,7 @@ def test_learn_slice_prompt_flow_examples_citations_and_request_identity() -> No
def test_learn_slice_prompt_not_analysable() -> None:
import test_learn_program as baseline
candidate = replace(baseline.candidate(), language="php")
candidate = replace(baseline.candidate(), language="ruby")
prompt, _ = baseline.program(slice=True).prepare(candidate, baseline.FOLD)
tail = str(prompt.messages[1]["content"]).split("Candidate:\n")[1]
assert candidate.code.rstrip() + "\nData flow inside the function: not analysed (php is not supported).\nSignals:" in tail
assert candidate.code.rstrip() + "\nData flow inside the function: not analysed (ruby is not supported).\nSignals:" in tail
+21
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@@ -70,3 +70,24 @@ def test_flow_facts_loader_ignores_the_obligation_facts_directory() -> None:
assert DEFAULT_OBLIGATION_FACTS_DIR.is_dir() and DEFAULT_OBLIGATION_FACTS_DIR.name == "obligations"
flow = load_facts()
assert not any(source.language == "obligations" for source in flow.sources)
@pytest.mark.parametrize(
("language", "text", "operation", "discharger"),
[
("java", "class App { void run() { checkPermission(ADMINISTER); save(); } }", "jenkins-item-write", "jenkins-permission-guard"),
("php", "<?php function run($id) { Gate::authorize('view'); Product::findOrFail($id); }", "eloquent-read", "authorization-guard"),
],
)
def test_java_php_facts_resolve_operations_and_dischargers(language, text, operation, discharger) -> None:
from openultrasast.semantic.facts import load_facts
from openultrasast.semantic.ir import parse_file
from openultrasast.semantic.obligations.facts import load_obligation_facts
from openultrasast.semantic.obligations.operations import find_discharges, find_operations
facts = load_obligation_facts().for_language(language)
assert facts.operations and facts.dischargers
ir = parse_file(f"app.{language}", text, language)
assert ir.parse_ok
assert operation in {op.fact_id for op in find_operations(ir, facts, text=text)}
assert discharger in {d.fact_id for d in find_discharges(ir, facts, load_facts().for_language(language), text=text)}
+69
View File
@@ -68,3 +68,72 @@ def test_c_constant_system_demotes(tmp_path: Path) -> None:
assert demoted
assert demoted[0].dominating_fact == "constant"
assert demoted[0].evidence_level == "static_corroboration"
def test_php_functions_binds_calls_and_parameters(tmp_path: Path) -> None:
_require_extra()
from tree_sitter import Parser
from openultrasast.semantic.cst import _KIND, _walk
from openultrasast.semantic.extra import grammar_for
text = """<p>Text mode</p>
<?php
class Example {
public function run(?Thing $x, &$y, ...$rest) {
$value = $this->g($y);
$value .= "hello $x";
$allowed = Gate::authorize('read', $x);
$this?->g($y);
}
}
function free_fn($x) { return consume($x); }
$closure = function ($z) { return consume($z); };
$arrow = fn($a) => consume($a);
"""
path = tmp_path / "sample.php"
path.write_text(text)
data = path.read_bytes()
assert len(data) == len(text.encode()) > 0
tree = Parser(grammar_for("php")).parse(data)
assert not tree.root_node.has_error
seen = {node.type for node in _walk(tree.root_node)}
# Exercise every registered kind against the installed grammar, including fn.
assert set().union(*_KIND["php"].values()) <= seen
ir = parse_file(path.name, data.decode(), "php")
assert ir.parse_ok and ir.engine == "tree-sitter"
assert [(fn.name, fn.start_line, fn.end_line, fn.params) for fn in ir.functions] == [
("<module>", 1, 14, ()),
("run", 4, 9, ("$x", "$y", "$rest")),
("free_fn", 11, 11, ("$x",)),
("<anon>", 12, 12, ("$z",)),
("<anon>", 13, 13, ("$a",)),
]
module, method, free, closure, arrow = ir.functions
assert module.calls == ()
assert [b.name for b in module.binds] == ["$closure", "$arrow"]
assert [(b.name, b.line, b.names, b.call_name) for b in method.binds] == [
("$value", 5, ("$this", "$y"), "g"),
("$value", 6, ("$value", "$x"), None),
("$allowed", 7, ("$x",), "authorize"),
]
assert [(c.name, c.line, c.arg_texts, c.arg_names) for c in method.calls] == [
("g", 5, ("$y",), (("$y",),)),
("authorize", 7, ("'read'", "$x"), ((), ("$x",))),
("g", 8, ("$y",), (("$y",),)),
]
assert method.calls[1].arg_is_constant == (True, False)
for fn in (free, closure, arrow):
assert [call.name for call in fn.calls] == ["consume"]
assert fn.calls[0].arg_names == (fn.params,)
def test_php_interpolation_and_named_arguments() -> None:
_require_extra()
ir = parse_file("sample.php", '<?php function f($x) { $s = "hello $x"; consume(value: "hello", other: "$x"); }', "php")
assert ir.parse_ok
fn = ir.functions[1]
assert fn.binds[0].names == ("$x",) and not fn.binds[0].is_constant
assert fn.calls[0].arg_texts == ('"hello"', '"$x"')
assert fn.calls[0].arg_names == ((), ("$x",))
assert fn.calls[0].arg_is_constant == (True, False)
+1
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@@ -22,6 +22,7 @@ def test_core_dependencies_are_pyyaml_only_and_semantic_is_optional() -> None:
assert "tree-sitter-javascript" in joined
assert "tree-sitter-c" in joined
assert "tree-sitter-java" in joined
assert "tree-sitter-php>=0.23" in extra
assert "semantic:" in " ".join(payload["tool"]["pytest"]["ini_options"]["markers"])