Datasets:

VittorioRossi
/

GraphCode-Bench-500-v0

sample_id string	repo string	question_type string	hop_depth int64	gold unknown	metadata unknown
colinhacks__zod___isoDate__upstream__2hop_959fe2	colinhacks/zod	upstream	2	{ "hop_1": [ "date" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/mini/iso.ts" ], "hop_2": [ "date", "convertBaseSchema" ], "hop_2_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/classic/schemas.ts", "private/tmp/repos/colinhacks__zod/p...	{ "anchor": "_isoDate", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/api.ts", "anchor_source": "export function _isoDate<T extends schemas.$ZodISODate>(\n Class: util.SchemaClass<T>,\n params?: string \| $ZodISODateParams \| $ZodCheckISODateParams\n): T {\n return new Class({\n t...
celery__celery__on_apply__downstream__1hop_6b7979	celery/celery	downstream	1	{ "calls": [ "on_start", "_add_to_pool_map", "_make_killable_target", "TaskPool" ], "call_files": [ "private/tmp/repos/celery/celery/concurrency/eventlet.py", "private/tmp/repos/celery/celery/concurrency/eventlet.py", "private/tmp/repos/celery/celery/concurrency/eventlet.py", "priv...	{ "anchor": "on_apply", "anchor_file": "private/tmp/repos/celery/celery/concurrency/eventlet.py", "anchor_source": "def on_apply(self, target, args=None, kwargs=None, callback=None,\n accept_callback=None, **_):\n target = TaskPool._make_killable_target(target)\n self._quick_apply_si...
psf__requests__merge_environment_settings__upstream__2hop_ddaf90	psf/requests	upstream	2	{ "hop_1": [ "request" ], "hop_1_files": [ "private/tmp/repos/requests/src/requests/sessions.py" ], "hop_2": [ "delete", "post", "put", "request", "get", "head", "patch", "options" ], "hop_2_files": [ "private/tmp/repos/requests/src/requests/sessions.py", "p...	{ "anchor": "merge_environment_settings", "anchor_file": "private/tmp/repos/requests/src/requests/sessions.py", "anchor_source": "def merge_environment_settings(self, url, proxies, stream, verify, cert):\n \"\"\"\n Check the environment and merge it with some settings.\n\n :rtype: dict\n ...
immerjs__immer__prepareSetCopy__downstream__2hop_0400d5	immerjs/immer	downstream	2	{ "hop_1": [ "isDraftable", "createProxy" ], "hop_1_files": [ "private/tmp/repos/immerjs__immer/src/utils/common.ts", "private/tmp/repos/immerjs__immer/src/core/immerClass.ts" ], "hop_2": [ "getPlugin", "createProxyProxy", "isPlainObject", "rootDraftCleanup", "registerChild...	{ "anchor": "prepareSetCopy", "anchor_file": "private/tmp/repos/immerjs__immer/src/plugins/mapset.ts", "anchor_source": "function prepareSetCopy(state: SetState) {\n\t\tif (!state.copy_) {\n\t\t\t// create drafts for all entries to preserve insertion order\n\t\t\tstate.copy_ = new Set()\n\t\t\tstate.base_.forEach...
trpc__trpc__resolveHTTPLinkOptions__upstream__1hop_e57bf4	trpc/trpc	upstream	1	{ "calls": [ "httpLink", "httpBatchLink", "httpBatchStreamLink" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/client/src/links/httpLink.ts", "private/tmp/repos/trpc__trpc/packages/client/src/links/httpBatchLink.ts", "private/tmp/repos/trpc__trpc/packages/client/src/links/httpBa...	{ "anchor": "resolveHTTPLinkOptions", "anchor_file": "private/tmp/repos/trpc__trpc/packages/client/src/links/internals/httpUtils.ts", "anchor_source": "export function resolveHTTPLinkOptions(\n opts: HTTPLinkBaseOptions<AnyClientTypes>,\n): ResolvedHTTPLinkOptions {\n return {\n url: opts.url.toString(),\n ...
colinhacks__zod__dirty__upstream__1hop_03e5fe	colinhacks/zod	upstream	1	{ "calls": [ "_parse", "mergeArray", "mergeObjectSync", "addIssue", "finalizeSet" ], "call_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/helpers/parseUtil.ts", "private/tmp/repos/colinhacks__zod/pa...	{ "anchor": "dirty", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/helpers/parseUtil.ts", "anchor_source": "dirty(): void {\n if (this.value === \"valid\") this.value = \"dirty\";\n }", "result_size": 6, "created_at": "2026-03-20T17:18:06.594501+00:00", "file_content": "" }
celery__celery___limit_post_eta__downstream__2hop_2f2221	celery/celery	downstream	2	{ "hop_1": [ "_schedule_bucket_request" ], "hop_1_files": [ "private/tmp/repos/celery/celery/worker/consumer/consumer.py" ], "hop_2": [ "_limit_move_to_pool" ], "hop_2_files": [ "private/tmp/repos/celery/celery/worker/consumer/consumer.py" ] }	{ "anchor": "_limit_post_eta", "anchor_file": "private/tmp/repos/celery/celery/worker/consumer/consumer.py", "anchor_source": "def _limit_post_eta(self, request, bucket, tokens):\n self.qos.decrement_eventually()\n bucket.add((request, tokens))\n return self._schedule_bucket_request(bucket)",...
pallets__click__get_params__upstream__1hop_09976b	pallets/click	upstream	1	{ "calls": [ "command_path", "parse_args", "make_parser", "collect_usage_pieces", "to_info_dict", "format_options", "_resolve_incomplete", "shell_complete" ], "call_files": [ "private/tmp/repos/pallets__click/src/click/core.py", "private/tmp/repos/pallets__click/src/click/c...	{ "anchor": "get_params", "anchor_file": "private/tmp/repos/pallets__click/src/click/core.py", "anchor_source": "def get_params(self, ctx: Context) -> list[Parameter]:\n params = self.params\n help_option = self.get_help_option(ctx)\n\n if help_option is not None:\n params = [*para...
rq__rq__add_execution__upstream__2hop_4f80bf	rq/rq	upstream	2	{ "hop_1": [ "create", "heartbeat" ], "hop_1_files": [ "private/tmp/repos/rq__rq/rq/executions.py", "private/tmp/repos/rq__rq/rq/executions.py" ], "hop_2": [ "prepare_execution", "maintain_heartbeats" ], "hop_2_files": [ "private/tmp/repos/rq__rq/rq/executions.py", "private...	{ "anchor": "add_execution", "anchor_file": "private/tmp/repos/rq__rq/rq/registry.py", "anchor_source": "def add_execution(self, execution: 'Execution', pipeline: 'Pipeline', ttl: int = 0, xx: bool = False) -> int:\n \"\"\"Adds an execution to a registry with expiry time of now + ttl, unless it's -1 which ...
rq__rq__get_retry_interval__upstream__2hop_e93890	rq/rq	upstream	2	{ "hop_1": [ "retry" ], "hop_1_files": [ "private/tmp/repos/rq__rq/rq/job.py" ], "hop_2": [ "cleanup", "handle_job_failure" ], "hop_2_files": [ "private/tmp/repos/rq__rq/rq/registry.py", "private/tmp/repos/rq__rq/rq/worker/base.py" ] }	{ "anchor": "get_retry_interval", "anchor_file": "private/tmp/repos/rq__rq/rq/job.py", "anchor_source": "def get_retry_interval(self) -> int:\n \"\"\"Returns the desired retry interval.\n If number of retries is bigger than length of intervals, the first\n value in the list will be used multi...
trpc__trpc__trpcMutationOptions__downstream__1hop_57d11f	trpc/trpc	downstream	1	{ "calls": [ "createTRPCOptionsResult", "mutation", "onSuccess", "unwrapLazyArg", "getClientArgs", "getMutationKeyInternal" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/tanstack-react-query/src/internals/utils.ts", "private/tmp/repos/trpc__trpc/packages/client/src/inte...	{ "anchor": "trpcMutationOptions", "anchor_file": "private/tmp/repos/trpc__trpc/packages/tanstack-react-query/src/internals/mutationOptions.ts", "anchor_source": "export function trpcMutationOptions<TFeatureFlags extends FeatureFlags>(args: {\n mutate: typeof TRPCUntypedClient.prototype.mutation;\n queryClient:...
pytest-dev__pytest__pytest_fixture_setup__downstream__1hop_43cdf5	pytest-dev/pytest	downstream	1	{ "calls": [ "_show_fixture_action" ], "call_files": [ "private/tmp/repos/pytest-dev__pytest/src/_pytest/setuponly.py" ] }	{ "anchor": "pytest_fixture_setup", "anchor_file": "private/tmp/repos/pytest-dev__pytest/src/_pytest/setuponly.py", "anchor_source": "@pytest.hookimpl(wrapper=True)\ndef pytest_fixture_setup(\n fixturedef: FixtureDef[object], request: SubRequest\n) -> Generator[None, object, object]:\n try:\n return ...
immerjs__immer__measure__downstream__1hop_87d16b	immerjs/immer	downstream	1	{ "calls": [ "measureTime" ], "call_files": [ "private/tmp/repos/immerjs__immer/__performance_tests__/measure.mjs" ] }	{ "anchor": "measure", "anchor_file": "private/tmp/repos/immerjs__immer/__performance_tests__/measure.mjs", "anchor_source": "export function measure(name, setup, fn) {\n const times = [...Array(5)].map(() => measureTime(setup, fn))\n const medianTime = times.sort()[Math.round(times.length / 2)]\n consol...
rq__rq__get_key__upstream__2hop_fdf8b0	rq/rq	upstream	2	{ "hop_1": [ "fetch_latest", "all", "delete_all", "count", "save" ], "hop_1_files": [ "private/tmp/repos/rq__rq/rq/results.py", "private/tmp/repos/rq__rq/rq/results.py", "private/tmp/repos/rq__rq/rq/results.py", "private/tmp/repos/rq__rq/rq/results.py", "private/tmp/repos/r...	{ "anchor": "get_key", "anchor_file": "private/tmp/repos/rq__rq/rq/results.py", "anchor_source": "@classmethod\n def get_key(cls, job_id):\n return f'rq:results:{job_id}'", "result_size": 5, "created_at": "2026-03-20T17:18:07.942698+00:00", "file_content": "" }
pallets__jinja__visit_MarkSafe__downstream__1hop_a940af	pallets/jinja	downstream	1	{ "calls": [ "write", "visit" ], "call_files": [ "private/tmp/repos/pallets__jinja/src/jinja2/compiler.py", "private/tmp/repos/pallets__jinja/src/jinja2/visitor.py" ] }	{ "anchor": "visit_MarkSafe", "anchor_file": "private/tmp/repos/pallets__jinja/src/jinja2/compiler.py", "anchor_source": "def visit_MarkSafe(self, node: nodes.MarkSafe, frame: Frame) -> None:\n self.write(\"Markup(\")\n self.visit(node.expr, frame)\n self.write(\")\")", "result_size": 2, ...
locustio__locust__get_ratio__upstream__2hop_b322ac	locustio/locust	upstream	2	{ "hop_1": [ "get_html_report", "print_task_ratio", "print_task_ratio_json", "tasks" ], "hop_1_files": [ "private/tmp/repos/locustio__locust/locust/html.py", "private/tmp/repos/locustio__locust/locust/user/inspectuser.py", "private/tmp/repos/locustio__locust/locust/user/inspectuser.py"...	{ "anchor": "get_ratio", "anchor_file": "private/tmp/repos/locustio__locust/locust/user/inspectuser.py", "anchor_source": "def get_ratio(user_classes: list[type[User]], user_spawned: dict[str, int], total: bool) -> dict[str, dict[str, float]]:\n user_count = sum(user_spawned.values()) or 1\n ratio_percent: ...
colinhacks__zod___property__downstream__1hop_2b3043	colinhacks/zod	downstream	1	{ "calls": [ "normalizeParams" ], "call_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/util.ts" ] }	{ "anchor": "_property", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/api.ts", "anchor_source": "export function _property<K extends string, T extends schemas.$ZodType>(\n property: K,\n schema: T,\n params?: string \| $ZodCheckPropertyParams\n): checks.$ZodCheckProperty<{ [k in K]...
encode__httpx__primitive_value_to_str__upstream__1hop_32be34	encode/httpx	upstream	1	{ "calls": [ "encode_urlencoded_data", "add", "set" ], "call_files": [ "private/tmp/repos/encode__httpx/httpx/_content.py", "private/tmp/repos/encode__httpx/httpx/_urls.py", "private/tmp/repos/encode__httpx/httpx/_urls.py" ] }	{ "anchor": "primitive_value_to_str", "anchor_file": "private/tmp/repos/encode__httpx/httpx/_utils.py", "anchor_source": "def primitive_value_to_str(value: PrimitiveData) -> str:\n \"\"\"\n Coerce a primitive data type into a string value.\n\n Note that we prefer JSON-style 'true'/'false' for boolean val...
psf__black__parse_atom__downstream__2hop_55d73c	psf/black	downstream	2	{ "hop_1": [ "expect", "gettoken", "NFAState", "addarc", "parse_rhs", "raise_error" ], "hop_1_files": [ "private/tmp/repos/psf__black/src/blib2to3/pgen2/pgen.py", "private/tmp/repos/psf__black/src/blib2to3/pgen2/pgen.py", "private/tmp/repos/psf__black/src/blib2to3/pgen2/pgen.py...	{ "anchor": "parse_atom", "anchor_file": "private/tmp/repos/psf__black/src/blib2to3/pgen2/pgen.py", "anchor_source": "def parse_atom(self) -> tuple[\"NFAState\", \"NFAState\"]:\n # ATOM: '(' RHS ')' \| NAME \| STRING\n if self.value == \"(\":\n self.gettoken()\n a, z = self.parse...
colinhacks__zod__datetime__downstream__1hop_b776d7	colinhacks/zod	downstream	1	{ "calls": [ "timeSource" ], "call_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/regexes.ts" ] }	{ "anchor": "datetime", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/regexes.ts", "anchor_source": "export function datetime(args: {\n precision?: number \| null;\n offset?: boolean;\n local?: boolean;\n}): RegExp {\n const time = timeSource({ precision: args.precision });\n cons...
sindresorhus__got__#createHeadersProxy__upstream__2hop_ca35ed	sindresorhus/got	upstream	2	{ "hop_1": [ "headers", "constructor" ], "hop_1_files": [ "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/core/options.ts" ], "hop_2": [ "headers", "_onResponseBase", "extend", "fn", "constructor" ], "hop_2_files": [ "private/tmp/repos/...	{ "anchor": "#createHeadersProxy", "anchor_file": "private/tmp/repos/got/source/core/options.ts", "anchor_source": "#createHeadersProxy(): Headers {\n\t\treturn new Proxy(this.#internals.headers, {\n\t\t\tget(target, property, receiver): unknown {\n\t\t\t\tif (typeof property === 'string') {\n\t\t\t\t\tif (Reflec...
sindresorhus__got__merge__upstream__2hop_5afe2f	sindresorhus/got	upstream	2	{ "hop_1": [ "asPromise", "constructor", "extend" ], "hop_1_files": [ "private/tmp/repos/got/source/as-promise/index.ts", "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/create.ts" ], "hop_2": [ "_onResponseBase", "fn", "constructor" ], "ho...	{ "anchor": "merge", "anchor_file": "private/tmp/repos/got/source/core/options.ts", "anchor_source": "merge(options?: OptionsInit \| Options) {\n\t\tif (!options) {\n\t\t\treturn;\n\t\t}\n\n\t\tif (options instanceof Options) {\n\t\t\t// Create a copy of the #init array to avoid infinite loop\n\t\t\t// when mergin...
trpc__trpc__createTRPCUntypedClient__upstream__1hop_e4f785	trpc/trpc	upstream	1	{ "calls": [ "experimental_createActionHook", "getInitialProps" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/next/src/app-dir/create-action-hook.tsx", "private/tmp/repos/trpc__trpc/packages/next/src/ssrPrepass.ts" ] }	{ "anchor": "createTRPCUntypedClient", "anchor_file": "private/tmp/repos/trpc__trpc/packages/client/src/createTRPCUntypedClient.ts", "anchor_source": "export function createTRPCUntypedClient<TRouter extends AnyRouter>(\n opts: CreateTRPCClientOptions<TRouter>,\n): TRPCUntypedClient<TRouter> {\n return new TRPCU...
node-fetch__node-fetch__fromRawHeaders__downstream__2hop_9101a8	node-fetch/node-fetch	downstream	2	{ "hop_1": [ "constructor", "Headers" ], "hop_1_files": [ "private/tmp/repos/node-fetch__node-fetch/src/headers.js", "private/tmp/repos/node-fetch__node-fetch/src/headers.js" ], "hop_2": [ "raw", "get" ], "hop_2_files": [ "private/tmp/repos/node-fetch__node-fetch/src/headers.js...	{ "anchor": "fromRawHeaders", "anchor_file": "private/tmp/repos/node-fetch__node-fetch/src/headers.js", "anchor_source": "export function fromRawHeaders(headers = []) {\n\treturn new Headers(\n\t\theaders\n\t\t\t// Split into pairs\n\t\t\t.reduce((result, value, index, array) => {\n\t\t\t\tif (index % 2 === 0) {\...
colinhacks__zod__datetime__downstream__2hop_05cade	colinhacks/zod	downstream	2	{ "hop_1": [ "_addCheck" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts" ], "hop_2": [ "ZodString", "constructor" ], "hop_2_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "private/tmp/repos/colinhacks__zod/packages/z...	{ "anchor": "datetime", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "anchor_source": "datetime(\n options?:\n \| string\n \| {\n message?: string \| undefined;\n precision?: number \| null;\n offset?: boolean;\n local?: boolean;\n ...
encode__httpx__aclose__upstream__1hop_43e88d	encode/httpx	upstream	1	{ "calls": [ "_send_handling_auth", "_send_handling_redirects", "send", "aiter_raw", "stream" ], "call_files": [ "private/tmp/repos/encode__httpx/httpx/_client.py", "private/tmp/repos/encode__httpx/httpx/_client.py", "private/tmp/repos/encode__httpx/httpx/_client.py", "private/...	{ "anchor": "aclose", "anchor_file": "private/tmp/repos/encode__httpx/httpx/_models.py", "anchor_source": "async def aclose(self) -> None:\n \"\"\"\n Close the response and release the connection.\n Automatically called if the response body is read to completion.\n \"\"\"\n if n...
sindresorhus__got__stripUrlAuth__upstream__1hop_4985c6	sindresorhus/got	upstream	1	{ "calls": [ "constructor", "_onResponseBase" ], "call_files": [ "private/tmp/repos/got/source/core/response.ts", "private/tmp/repos/got/source/core/index.ts" ] }	{ "anchor": "stripUrlAuth", "anchor_file": "private/tmp/repos/got/source/core/utils/strip-url-auth.ts", "anchor_source": "export default function stripUrlAuth(url: URL \| string): string {\n\tconst sanitized = new URL(url);\n\tsanitized.username = '';\n\tsanitized.password = '';\n\treturn sanitized.toString();\n}"...
python-poetry__poetry___create_file_url_reference__downstream__1hop_8bdd80	python-poetry/poetry	downstream	1	{ "calls": [ "_get_archive_info" ], "call_files": [ "private/tmp/repos/python-poetry__poetry/src/poetry/installation/executor.py" ] }	{ "anchor": "_create_file_url_reference", "anchor_file": "private/tmp/repos/python-poetry__poetry/src/poetry/installation/executor.py", "anchor_source": "def _create_file_url_reference(self, package: Package) -> dict[str, Any]:\n archive_info = self._get_archive_info(package)\n\n assert package.sour...
python-poetry__poetry__handle_starttag__downstream__1hop_e89dea	python-poetry/poetry	downstream	1	{ "calls": [ "Result", "_match_class" ], "call_files": [ "private/tmp/repos/python-poetry__poetry/src/poetry/repositories/parsers/pypi_search_parser.py", "private/tmp/repos/python-poetry__poetry/src/poetry/repositories/parsers/pypi_search_parser.py" ] }	{ "anchor": "handle_starttag", "anchor_file": "private/tmp/repos/python-poetry__poetry/src/poetry/repositories/parsers/pypi_search_parser.py", "anchor_source": "def handle_starttag(self, tag: str, attrs: list[tuple[str, str \| None]]) -> None:\n if not self._current:\n if tag == \"a\" and self._m...
pallets__jinja__new_context__upstream__1hop_9daf52	pallets/jinja	upstream	1	{ "calls": [ "make_module_async", "generate", "make_module", "render", "render_async", "generate_async" ], "call_files": [ "private/tmp/repos/pallets__jinja/src/jinja2/environment.py", "private/tmp/repos/pallets__jinja/src/jinja2/environment.py", "private/tmp/repos/pallets__jin...	{ "anchor": "new_context", "anchor_file": "private/tmp/repos/pallets__jinja/src/jinja2/environment.py", "anchor_source": "def new_context(\n self,\n vars: dict[str, t.Any] \| None = None,\n shared: bool = False,\n locals: t.Mapping[str, t.Any] \| None = None,\n ) -> Context:\n ...
colinhacks__zod__getErrorMap__downstream__1hop_a9bfde	colinhacks/zod	downstream	1	{ "calls": [ "config" ], "call_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/core.ts" ] }	{ "anchor": "getErrorMap", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/classic/compat.ts", "anchor_source": "export function getErrorMap(): core.$ZodErrorMap<core.$ZodIssue> \| undefined {\n return core.config().customError;\n}", "result_size": 1, "created_at": "2026-03-20T17:18:06.5...
sindresorhus__got__isUnixSocketURL__upstream__1hop_1ae265	sindresorhus/got	upstream	1	{ "calls": [ "getUnixSocketPath", "_onResponseBase" ], "call_files": [ "private/tmp/repos/got/source/core/utils/is-unix-socket-url.ts", "private/tmp/repos/got/source/core/index.ts" ] }	{ "anchor": "isUnixSocketURL", "anchor_file": "private/tmp/repos/got/source/core/utils/is-unix-socket-url.ts", "anchor_source": "export default function isUnixSocketURL(url: URL) {\n\treturn url.protocol === 'unix:' \|\| url.hostname === 'unix';\n}", "result_size": 2, "created_at": "2026-03-20T17:18:08.163238+0...
trpc__trpc__awsLambdaStreamingRequestHandler__downstream__1hop_8a3b3a	trpc/trpc	downstream	1	{ "calls": [ "getPlanner", "resolveResponse" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/adapters/aws-lambda/getPlanner.ts", "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/http/resolveResponse.ts" ] }	{ "anchor": "awsLambdaStreamingRequestHandler", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/adapters/aws-lambda/index.ts", "anchor_source": "export function awsLambdaStreamingRequestHandler<\n TRouter extends AnyRouter,\n TEvent extends LambdaEvent,\n>(opts: AWSLambdaOptions<TRouter, TEvent...
sindresorhus__got__extend__downstream__1hop_1cde97	sindresorhus/got	downstream	1	{ "calls": [ "constructor", "Options", "merge" ], "call_files": [ "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/core/options.ts" ] }	{ "anchor": "extend", "anchor_file": "private/tmp/repos/got/source/create.ts", "anchor_source": "got.extend = (...instancesOrOptions) => {\n\t\tconst options = new Options(undefined, undefined, defaults.options);\n\t\tconst handlers = [...defaults.handlers];\n\n\t\tlet mutableDefaults: boolean \| undefined;\n\n\t\...
trpc__trpc__send__upstream__2hop_ec4eb0	trpc/trpc	upstream	2	{ "hop_1": [ "batchSend", "reconnect", "request" ], "hop_1_files": [ "private/tmp/repos/trpc__trpc/packages/client/src/links/wsLink/wsClient/wsClient.ts", "private/tmp/repos/trpc__trpc/packages/client/src/links/wsLink/wsClient/wsClient.ts", "private/tmp/repos/trpc__trpc/packages/client/src...	{ "anchor": "send", "anchor_file": "private/tmp/repos/trpc__trpc/packages/client/src/links/wsLink/wsClient/wsClient.ts", "anchor_source": "private send(\n messageOrMessages: TRPCClientOutgoingMessage \| TRPCClientOutgoingMessage[],\n ) {\n if (!this.activeConnection.isOpen()) {\n throw new Error('Activ...
trpc__trpc__takeWithGrace__upstream__2hop_c086f7	trpc/trpc	upstream	2	{ "hop_1": [ "generator", "sseStreamProducer" ], "hop_1_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/sse.ts", "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/sse.ts" ], "hop_2": [ "generatorWithErrorHand...	{ "anchor": "takeWithGrace", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/utils/asyncIterable.ts", "anchor_source": "export async function* takeWithGrace<T>(\n iterable: AsyncIterable<T>,\n opts: {\n count: number;\n gracePeriodMs: number;\n },\n): A...
encode__httpx__iter_raw__upstream__2hop_6e8b03	encode/httpx	upstream	2	{ "hop_1": [ "iter_bytes" ], "hop_1_files": [ "private/tmp/repos/encode__httpx/httpx/_models.py" ], "hop_2": [ "read", "iter_text", "download_response" ], "hop_2_files": [ "private/tmp/repos/encode__httpx/httpx/_models.py", "private/tmp/repos/encode__httpx/httpx/_models.py", ...	{ "anchor": "iter_raw", "anchor_file": "private/tmp/repos/encode__httpx/httpx/_models.py", "anchor_source": "def iter_raw(self, chunk_size: int \| None = None) -> typing.Iterator[bytes]:\n \"\"\"\n A byte-iterator over the raw response content.\n \"\"\"\n if self.is_stream_consumed:\n ...
rq__rq__dependents_key_for__upstream__2hop_67b9a8	rq/rq	upstream	2	{ "hop_1": [ "register_dependency", "dependents_key" ], "hop_1_files": [ "private/tmp/repos/rq__rq/rq/job.py", "private/tmp/repos/rq__rq/rq/job.py" ], "hop_2": [ "setup_dependencies", "get_jobs_with_met_dependencies" ], "hop_2_files": [ "private/tmp/repos/rq__rq/rq/queue.py", ...	{ "anchor": "dependents_key_for", "anchor_file": "private/tmp/repos/rq__rq/rq/job.py", "anchor_source": "@classmethod\n def dependents_key_for(cls, job_id: str) -> str:\n \"\"\"The Redis key that is used to store job dependents hash under.\n\n Args:\n job_id (str): The \"parent\" job i...
pytest-dev__pytest__call_and_report__downstream__1hop_05ab76	pytest-dev/pytest	downstream	1	{ "calls": [ "from_call", "get_reraise_exceptions" ], "call_files": [ "private/tmp/repos/pytest-dev__pytest/src/_pytest/runner.py", "private/tmp/repos/pytest-dev__pytest/src/_pytest/runner.py" ] }	{ "anchor": "call_and_report", "anchor_file": "private/tmp/repos/pytest-dev__pytest/src/_pytest/runner.py", "anchor_source": "def call_and_report(\n item: Item, when: Literal[\"setup\", \"call\", \"teardown\"], log: bool = True, **kwds\n) -> TestReport:\n ihook = item.ihook\n if when == \"setup\":\n ...
sindresorhus__got__#getFallbackRequestFunction__upstream__2hop_2c7edf	sindresorhus/got	upstream	2	{ "hop_1": [ "#callFallbackRequest", "getRequestFunction" ], "hop_1_files": [ "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/core/options.ts" ], "hop_2": [ "_makeRequest", "#resolveRequestWithFallback" ], "hop_2_files": [ "private/tmp/repos/got/so...	{ "anchor": "#getFallbackRequestFunction", "anchor_file": "private/tmp/repos/got/source/core/options.ts", "anchor_source": "#getFallbackRequestFunction() {\n\t\tconst url = this.#internals.url as (URL \| undefined);\n\n\t\tif (!url) {\n\t\t\treturn;\n\t\t}\n\n\t\tif (url.protocol === 'https:') {\n\t\t\tif (this.#i...
pytest-dev__pytest__saferepr__downstream__2hop_06f5f0	pytest-dev/pytest	downstream	2	{ "hop_1": [ "repr" ], "hop_1_files": [ "private/tmp/repos/pytest-dev__pytest/src/_pytest/_io/saferepr.py" ], "hop_2": [ "_format_repr_exception", "_ellipsize" ], "hop_2_files": [ "private/tmp/repos/pytest-dev__pytest/src/_pytest/_io/saferepr.py", "private/tmp/repos/pytest-dev__pyt...	{ "anchor": "saferepr", "anchor_file": "private/tmp/repos/pytest-dev__pytest/src/_pytest/_io/saferepr.py", "anchor_source": "def saferepr(\n obj: object, maxsize: int \| None = DEFAULT_REPR_MAX_SIZE, use_ascii: bool = False\n) -> str:\n \"\"\"Return a size-limited safe repr-string for the given object.\n\n ...
trpc__trpc__createTRPCOptionsResult__upstream__2hop_7f89dd	trpc/trpc	upstream	2	{ "hop_1": [ "createUtilityFunctions", "queryOptions", "infiniteQueryOptions", "useHookResult" ], "hop_1_files": [ "private/tmp/repos/trpc__trpc/packages/react-query/src/utils/createUtilityFunctions.ts", "private/tmp/repos/trpc__trpc/packages/react-query/src/utils/createUtilityFunctions.ts...	{ "anchor": "createTRPCOptionsResult", "anchor_file": "private/tmp/repos/trpc__trpc/packages/react-query/src/internals/trpcResult.ts", "anchor_source": "export function createTRPCOptionsResult(value: {\n path: readonly string[];\n}): TRPCQueryOptionsResult['trpc'] {\n const path = value.path.join('.');\n\n ret...
locustio__locust__get_abspaths_in__upstream__1hop_36995d	locustio/locust	upstream	1	{ "calls": [ "handle_message", "_parse_locustfile_path" ], "call_files": [ "private/tmp/repos/locustio__locust/locust/runners.py", "private/tmp/repos/locustio__locust/locust/argument_parser.py" ] }	{ "anchor": "get_abspaths_in", "anchor_file": "private/tmp/repos/locustio__locust/locust/util/directory.py", "anchor_source": "def get_abspaths_in(path, extension=None):\n return [\n os.path.abspath(os.path.join(root, f))\n for root, _dirs, fs in os.walk(path)\n for f in fs\n if os....
immerjs__immer__scenario_rtkq_sequence__downstream__2hop_f363db	immerjs/immer	downstream	2	{ "hop_1": [ "createInitialState" ], "hop_1_files": [ "private/tmp/repos/immerjs__immer/perf-testing/immutability-profiling.mjs" ], "hop_2": [ "createLargeObject" ], "hop_2_files": [ "private/tmp/repos/immerjs__immer/perf-testing/immutability-profiling.mjs" ] }	{ "anchor": "scenario_rtkq_sequence", "anchor_file": "private/tmp/repos/immerjs__immer/perf-testing/immutability-profiling.mjs", "anchor_source": "function scenario_rtkq_sequence() {\n\tlet state = createInitialState()\n\tconst arraySize = 100\n\n\t// Phase 1: Execute all pending actions\n\tfor (let j = 0; j < ar...
trpc__trpc__timerResource__upstream__1hop_5c2d6b	trpc/trpc	upstream	1	{ "calls": [ "takeWithGrace", "withPing", "withTimeout" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/utils/asyncIterable.ts", "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/utils/withPing.ts", ...	{ "anchor": "timerResource", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/utils/timerResource.ts", "anchor_source": "export function timerResource(ms: number) {\n let timer: ReturnType<typeof setTimeout> \| null = null;\n\n return makeResource(\n {\n ...
pallets__jinja__iter_child_nodes__upstream__1hop_b541ac	pallets/jinja	upstream	1	{ "calls": [ "generic_visit", "set_ctx", "set_lineno", "_simple_visit", "find_all", "set_environment", "visit_CallBlock", "visit_For" ], "call_files": [ "private/tmp/repos/pallets__jinja/src/jinja2/visitor.py", "private/tmp/repos/pallets__jinja/src/jinja2/nodes.py", "pr...	{ "anchor": "iter_child_nodes", "anchor_file": "private/tmp/repos/pallets__jinja/src/jinja2/nodes.py", "anchor_source": "def iter_child_nodes(\n self,\n exclude: t.Container[str] \| None = None,\n only: t.Container[str] \| None = None,\n ) -> t.Iterator[\"Node\"]:\n \"\"\"Iterates ove...
trpc__trpc__isAbortError__upstream__1hop_510dbb	trpc/trpc	upstream	1	{ "calls": [ "writeResponseBody", "unstable_localLink", "onErrorCallback", "generatorWithErrorHandling", "sseStreamProducer" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/adapters/node-http/writeResponse.ts", "private/tmp/repos/trpc__trpc/packages/client/src/link...	{ "anchor": "isAbortError", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/http/abortError.ts", "anchor_source": "export function isAbortError(\n error: unknown,\n): error is DOMException \| Error \| { name: 'AbortError' } {\n return isObject(error) && error['name'] =...
trpc__trpc__load__upstream__2hop_06287f	trpc/trpc	upstream	2	{ "hop_1": [ "httpBatchLink", "dataLoader", "httpBatchStreamLink" ], "hop_1_files": [ "private/tmp/repos/trpc__trpc/packages/client/src/links/httpBatchLink.ts", "private/tmp/repos/trpc__trpc/packages/client/src/internals/dataLoader.ts", "private/tmp/repos/trpc__trpc/packages/client/src/lin...	{ "anchor": "load", "anchor_file": "private/tmp/repos/trpc__trpc/packages/client/src/internals/dataLoader.ts", "anchor_source": "function load(key: TKey): Promise<TValue> {\n const item: BatchItem<TKey, TValue> = {\n aborted: false,\n key,\n batch: null,\n resolve: throwFatalError,\n r...
rq__rq__enqueue_call__upstream__1hop_12d7e5	rq/rq	upstream	1	{ "calls": [ "delay", "enqueue" ], "call_files": [ "private/tmp/repos/rq__rq/rq/decorators.py", "private/tmp/repos/rq__rq/rq/queue.py" ] }	{ "anchor": "enqueue_call", "anchor_file": "private/tmp/repos/rq__rq/rq/queue.py", "anchor_source": "def enqueue_call(\n self,\n func: 'FunctionReferenceType',\n args: Union[tuple, list, None] = None,\n kwargs: Optional[dict] = None,\n timeout: Optional[int] = None,\n res...
sindresorhus__got__signal__downstream__2hop_b750ce	sindresorhus/got	downstream	2	{ "hop_1": [ "signal" ], "hop_1_files": [ "private/tmp/repos/got/source/core/options.ts" ], "hop_2": [ "assertAny" ], "hop_2_files": [ "private/tmp/repos/got/source/core/options.ts" ] }	{ "anchor": "signal", "anchor_file": "private/tmp/repos/got/source/core/options.ts", "anchor_source": "get signal(): AbortSignal \| undefined {\n\t\treturn this.#internals.signal;\n\t}", "result_size": 1, "created_at": "2026-03-20T17:18:08.163238+00:00" }
psf__black__append_safe__downstream__1hop_93aac1	psf/black	downstream	1	{ "calls": [ "append" ], "call_files": [ "private/tmp/repos/psf__black/src/black/lines.py" ] }	{ "anchor": "append_safe", "anchor_file": "private/tmp/repos/psf__black/src/black/lines.py", "anchor_source": "def append_safe(self, leaf: Leaf, preformatted: bool = False) -> None:\n \"\"\"Like :func:`append()` but disallow invalid standalone comment structure.\n\n Raises ValueError when any `leaf`...
rq__rq__get_redis_server_version__upstream__2hop_48a319	rq/rq	upstream	2	{ "hop_1": [ "get_job_position", "_prepare_for_queue" ], "hop_1_files": [ "private/tmp/repos/rq__rq/rq/queue.py", "private/tmp/repos/rq__rq/rq/queue.py" ], "hop_2": [ "_enqueue_sync_job", "get_position", "_enqueue_async_job" ], "hop_2_files": [ "private/tmp/repos/rq__rq/rq/...	{ "anchor": "get_redis_server_version", "anchor_file": "private/tmp/repos/rq__rq/rq/queue.py", "anchor_source": "def get_redis_server_version(self) -> tuple[int, int, int]:\n \"\"\"Return Redis server version of connection\n\n Returns:\n redis_version (Tuple): A tuple with the parsed Redi...
immerjs__immer__leaveScope__upstream__1hop_5097fc	immerjs/immer	upstream	1	{ "calls": [ "revokeScope", "createDraft" ], "call_files": [ "private/tmp/repos/immerjs__immer/src/core/scope.ts", "private/tmp/repos/immerjs__immer/src/core/immerClass.ts" ] }	{ "anchor": "leaveScope", "anchor_file": "private/tmp/repos/immerjs__immer/src/core/scope.ts", "anchor_source": "export function leaveScope(scope: ImmerScope) {\n\tif (scope === currentScope) {\n\t\tcurrentScope = scope.parent_\n\t}\n}", "result_size": 2, "created_at": "2026-03-20T17:18:06.914297+00:00", "f...
immerjs__immer__crossReferenceCleanup__upstream__2hop_7df763	immerjs/immer	upstream	2	{ "hop_1": [ "handleCrossReference" ], "hop_1_files": [ "private/tmp/repos/immerjs__immer/src/core/finalize.ts" ], "hop_2": [ "set", "handleInsertedValues", "enableArrayMethods", "enableMapSet", "add" ], "hop_2_files": [ "private/tmp/repos/immerjs__immer/src/plugins/mapset....	{ "anchor": "crossReferenceCleanup", "anchor_file": "private/tmp/repos/immerjs__immer/src/core/finalize.ts", "anchor_source": "state.callbacks_.push(function crossReferenceCleanup() {\n\t\t\t\t// Update the target location with finalized value\n\t\t\t\tprepareCopy(target)\n\n\t\t\t\tconst finalizedValue = getFina...
pallets__flask___get_source_fast__downstream__2hop_ce1245	pallets/flask	downstream	2	{ "hop_1": [ "_iter_loaders" ], "hop_1_files": [ "private/tmp/repos/flask/src/flask/templating.py" ], "hop_2": [ "iter_blueprints" ], "hop_2_files": [ "private/tmp/repos/flask/src/flask/sansio/app.py" ] }	{ "anchor": "_get_source_fast", "anchor_file": "private/tmp/repos/flask/src/flask/templating.py", "anchor_source": "def _get_source_fast(\n self, environment: BaseEnvironment, template: str\n ) -> tuple[str, str \| None, t.Callable[[], bool] \| None]:\n for _srcobj, loader in self._iter_loaders(tem...
trpc__trpc__observableToAsyncIterable__downstream__1hop_2800da	trpc/trpc	downstream	1	{ "calls": [ "observableToReadableStream" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/observable/observable.ts" ] }	{ "anchor": "observableToAsyncIterable", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/observable/observable.ts", "anchor_source": "export function observableToAsyncIterable<TValue>(\n observable: Observable<TValue, unknown>,\n signal: AbortSignal,\n): AsyncIterable<TValue> {\n const stream ...
pytest-dev__pytest__pytest_runtest_setup__downstream__2hop_1c94b7	pytest-dev/pytest	downstream	2	{ "hop_1": [ "evaluate_xfail_marks", "evaluate_skip_marks" ], "hop_1_files": [ "private/tmp/repos/pytest-dev__pytest/src/_pytest/skipping.py", "private/tmp/repos/pytest-dev__pytest/src/_pytest/skipping.py" ], "hop_2": [ "evaluate_condition" ], "hop_2_files": [ "private/tmp/repos/py...	{ "anchor": "pytest_runtest_setup", "anchor_file": "private/tmp/repos/pytest-dev__pytest/src/_pytest/skipping.py", "anchor_source": "@hookimpl(tryfirst=True)\ndef pytest_runtest_setup(item: Item) -> None:\n skipped = evaluate_skip_marks(item)\n if skipped:\n raise skip.Exception(skipped.reason, _use_...
python-poetry__poetry__all__downstream__1hop_a8ec71	python-poetry/poetry	downstream	1	{ "calls": [ "get", "_all" ], "call_files": [ "private/tmp/repos/python-poetry__poetry/src/poetry/config/config.py", "private/tmp/repos/python-poetry__poetry/src/poetry/config/config.py" ] }	{ "anchor": "all", "anchor_file": "private/tmp/repos/python-poetry__poetry/src/poetry/config/config.py", "anchor_source": "def all(self) -> dict[str, Any]:\n def _all(config: dict[str, Any], parent_key: str = \"\") -> dict[str, Any]:\n all_ = {}\n\n for key in config:\n ...
sindresorhus__got__agent__downstream__2hop_884e5f	sindresorhus/got	downstream	2	{ "hop_1": [ "agent" ], "hop_1_files": [ "private/tmp/repos/got/source/core/options.ts" ], "hop_2": [ "assertPlainObject", "assertAny" ], "hop_2_files": [ "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/core/options.ts" ] }	{ "anchor": "agent", "anchor_file": "private/tmp/repos/got/source/core/options.ts", "anchor_source": "get agent(): Agents {\n\t\treturn this.#internals.agent;\n\t}", "result_size": 2, "created_at": "2026-03-20T17:18:08.163238+00:00" }
colinhacks__zod__min__downstream__1hop_b39f7f	colinhacks/zod	downstream	1	{ "calls": [ "_addCheck" ], "call_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts" ] }	{ "anchor": "min", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "anchor_source": "min(minLength: number, message?: errorUtil.ErrMessage) {\n return this._addCheck({\n kind: \"min\",\n value: minLength,\n ...errorUtil.errToObj(message),\n });\n }", "resul...
encode__django-rest-framework___get_forward_relationships__downstream__1hop_2cff34	encode/django-rest-framework	downstream	1	{ "calls": [ "_get_to_field" ], "call_files": [ "private/tmp/repos/django-rest-framework/rest_framework/utils/model_meta.py" ] }	{ "anchor": "_get_forward_relationships", "anchor_file": "private/tmp/repos/django-rest-framework/rest_framework/utils/model_meta.py", "anchor_source": "def _get_forward_relationships(opts):\n \"\"\"\n Returns a dict of field names to `RelationInfo`.\n \"\"\"\n forward_relations = {}\n for field in...
rq__rq__get_current_job_id__upstream__1hop_301e1e	rq/rq	upstream	1	{ "calls": [ "handle_stop_job_command", "get_current_job" ], "call_files": [ "private/tmp/repos/rq__rq/rq/command.py", "private/tmp/repos/rq__rq/rq/worker/base.py" ] }	{ "anchor": "get_current_job_id", "anchor_file": "private/tmp/repos/rq__rq/rq/worker/base.py", "anchor_source": "def get_current_job_id(self, pipeline: Optional['Pipeline'] = None) -> Optional[str]:\n \"\"\"Retrieves the current job id.\n\n Args:\n pipeline (Optional['Pipeline'], ...
rq__rq__retry__upstream__2hop_d3356e	rq/rq	upstream	2	{ "hop_1": [ "cleanup", "handle_job_failure" ], "hop_1_files": [ "private/tmp/repos/rq__rq/rq/registry.py", "private/tmp/repos/rq__rq/rq/worker/base.py" ], "hop_2": [ "clean_registries", "perform_job", "cleanup", "monitor_work_horse", "get_job_and_execution_ids", "handl...	{ "anchor": "retry", "anchor_file": "private/tmp/repos/rq__rq/rq/job.py", "anchor_source": "def retry(self, queue: 'Queue', pipeline: 'Pipeline'):\n \"\"\"Should be called when a job was enqueued with queue.enqueue(retry=Retry(...)) raises an exception.\n\n Requeues or schedules the job for executio...
rq__rq__add_execution__downstream__2hop_b5f84e	rq/rq	downstream	2	{ "hop_1": [ "current_timestamp" ], "hop_1_files": [ "private/tmp/repos/rq__rq/rq/utils.py" ], "hop_2": [ "now" ], "hop_2_files": [ "private/tmp/repos/rq__rq/rq/utils.py" ] }	{ "anchor": "add_execution", "anchor_file": "private/tmp/repos/rq__rq/rq/registry.py", "anchor_source": "def add_execution(self, execution: 'Execution', pipeline: 'Pipeline', ttl: int = 0, xx: bool = False) -> int:\n \"\"\"Adds an execution to a registry with expiry time of now + ttl, unless it's -1 which ...
psf__requests__to_key_val_list__upstream__1hop_8374b5	psf/requests	upstream	1	{ "calls": [ "_encode_files", "merge_setting" ], "call_files": [ "private/tmp/repos/requests/src/requests/models.py", "private/tmp/repos/requests/src/requests/sessions.py" ] }	{ "anchor": "to_key_val_list", "anchor_file": "private/tmp/repos/requests/src/requests/utils.py", "anchor_source": "def to_key_val_list(value):\n \"\"\"Take an object and test to see if it can be represented as a\n dictionary. If it can be, return a list of tuples, e.g.,\n\n ::\n\n >>> to_key_val_...
trpc__trpc__mergeWithoutOverrides__upstream__1hop_46f99d	trpc/trpc	upstream	1	{ "calls": [ "mergeRouters", "createNewBuilder" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/router.ts", "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/procedureBuilder.ts" ] }	{ "anchor": "mergeWithoutOverrides", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/utils.ts", "anchor_source": "export function mergeWithoutOverrides<TType extends Record<string, unknown>>(\n obj1: TType,\n ...objs: Partial<TType>[]\n): TType {\n const newObj: TTy...
pallets__click__get_current_context__upstream__1hop_b1b9a9	pallets/click	upstream	1	{ "calls": [ "decorator", "new_func", "pass_meta_key", "make_pass_decorator", "pass_obj", "resolve_color_default", "pass_context" ], "call_files": [ "private/tmp/repos/pallets__click/src/click/decorators.py", "private/tmp/repos/pallets__click/src/click/decorators.py", "priv...	{ "anchor": "get_current_context", "anchor_file": "private/tmp/repos/pallets__click/src/click/globals.py", "anchor_source": "def get_current_context(silent: bool = False) -> Context \| None:\n \"\"\"Returns the current click context. This can be used as a way to\n access the current context object from anyw...
pallets__jinja__visit_Test__downstream__2hop_e65ba0	pallets/jinja	downstream	2	{ "hop_1": [ "visit", "_filter_test_common" ], "hop_1_files": [ "private/tmp/repos/pallets__jinja/src/jinja2/visitor.py", "private/tmp/repos/pallets__jinja/src/jinja2/compiler.py" ], "hop_2": [ "generic_visit", "get_visitor", "fail", "signature", "from_obj", "write" ]...	{ "anchor": "visit_Test", "anchor_file": "private/tmp/repos/pallets__jinja/src/jinja2/compiler.py", "anchor_source": "@optimizeconst\n def visit_Test(self, node: nodes.Test, frame: Frame) -> None:\n with self._filter_test_common(node, frame, False):\n self.visit(node.node, frame)", "result_...
paramiko__paramiko__shutdown__downstream__1hop_3c1fa9	paramiko/paramiko	downstream	1	{ "calls": [ "_send_eof" ], "call_files": [ "private/tmp/repos/paramiko/paramiko/channel.py" ] }	{ "anchor": "shutdown", "anchor_file": "private/tmp/repos/paramiko/paramiko/channel.py", "anchor_source": "def shutdown(self, how):\n \"\"\"\n Shut down one or both halves of the connection. If ``how`` is 0,\n further receives are disallowed. If ``how`` is 1, further sends\n are disa...
trpc__trpc__isAsyncIterable__downstream__1hop_830717	trpc/trpc	downstream	1	{ "calls": [ "isObject" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/utils.ts" ] }	{ "anchor": "isAsyncIterable", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/utils.ts", "anchor_source": "export function isAsyncIterable<TValue>(\n value: unknown,\n): value is AsyncIterable<TValue> {\n return (\n asyncIteratorsSupported && isObject(value) && S...
immerjs__immer__loadPlugin__upstream__1hop_ee7189	immerjs/immer	upstream	1	{ "calls": [ "enablePatches", "enableMapSet", "enableArrayMethods" ], "call_files": [ "private/tmp/repos/immerjs__immer/src/plugins/patches.ts", "private/tmp/repos/immerjs__immer/src/plugins/mapset.ts", "private/tmp/repos/immerjs__immer/src/plugins/arrayMethods.ts" ] }	{ "anchor": "loadPlugin", "anchor_file": "private/tmp/repos/immerjs__immer/src/utils/plugins.ts", "anchor_source": "export function loadPlugin<K extends keyof Plugins>(\n\tpluginKey: K,\n\timplementation: Plugins[K]\n): void {\n\tif (!plugins[pluginKey]) plugins[pluginKey] = implementation\n}", "result_size": 3...
colinhacks__zod__positive__downstream__2hop_a1aea2	colinhacks/zod	downstream	2	{ "hop_1": [ "_addCheck" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts" ], "hop_2": [ "ZodBigInt", "constructor" ], "hop_2_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "private/tmp/repos/colinhacks__zod/packages/z...	{ "anchor": "positive", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "anchor_source": "positive(message?: errorUtil.ErrMessage) {\n return this._addCheck({\n kind: \"min\",\n value: BigInt(0),\n inclusive: false,\n message: errorUtil.toString(message),\n ...
locustio__locust__send_to_client__upstream__2hop_0e62b0	locustio/locust	upstream	2	{ "hop_1": [ "send_message", "quit", "stop", "handle_message", "client_listener" ], "hop_1_files": [ "private/tmp/repos/locustio__locust/locust/runners.py", "private/tmp/repos/locustio__locust/locust/runners.py", "private/tmp/repos/locustio__locust/locust/runners.py", "private/...	{ "anchor": "send_to_client", "anchor_file": "private/tmp/repos/locustio__locust/locust/rpc/zmqrpc.py", "anchor_source": "@retry()\n def send_to_client(self, msg):\n try:\n self.socket.send_multipart([msg.node_id.encode(), msg.serialize()])\n except zmqerr.ZMQError as e:\n r...
pallets__click___split_opt__upstream__1hop_ccc87e	pallets/click	upstream	1	{ "calls": [ "get_help_extra", "_parse_decls", "_normalize_opt", "join_options" ], "call_files": [ "private/tmp/repos/pallets__click/src/click/core.py", "private/tmp/repos/pallets__click/src/click/core.py", "private/tmp/repos/pallets__click/src/click/parser.py", "private/tmp/repos/...	{ "anchor": "_split_opt", "anchor_file": "private/tmp/repos/pallets__click/src/click/parser.py", "anchor_source": "def _split_opt(opt: str) -> tuple[str, str]:\n first = opt[:1]\n if first.isalnum():\n return \"\", opt\n if opt[1:2] == first:\n return opt[:2], opt[2:]\n return first, opt...
pallets__click__show__downstream__2hop_32469e	pallets/click	downstream	2	{ "hop_1": [ "get_text_stderr", "echo", "format_message" ], "hop_1_files": [ "private/tmp/repos/pallets__click/src/click/_compat.py", "private/tmp/repos/pallets__click/src/click/utils.py", "private/tmp/repos/pallets__click/src/click/exceptions.py" ], "hop_2": [ "strip_ansi", "_...	{ "anchor": "show", "anchor_file": "private/tmp/repos/pallets__click/src/click/exceptions.py", "anchor_source": "def show(self, file: t.IO[t.Any] \| None = None) -> None:\n if file is None:\n file = get_text_stderr()\n\n echo(\n _(\"Error: {message}\").format(message=self.format...
locustio__locust__default_args_dict__upstream__2hop_fb3aa2	locustio/locust	upstream	2	{ "hop_1": [ "handle_message", "ui_extra_args_dict" ], "hop_1_files": [ "private/tmp/repos/locustio__locust/locust/runners.py", "private/tmp/repos/locustio__locust/locust/argument_parser.py" ], "hop_2": [ "worker", "update_template_args" ], "hop_2_files": [ "private/tmp/repos/l...	{ "anchor": "default_args_dict", "anchor_file": "private/tmp/repos/locustio__locust/locust/argument_parser.py", "anchor_source": "def default_args_dict() -> dict:\n # returns a dict containing the default arguments (before any custom arguments are added)\n default_parser = get_empty_argument_parser()\n s...
python-poetry__poetry__build_config_setting_validator__downstream__1hop_e7ac4a	python-poetry/poetry	downstream	1	{ "calls": [ "build_config_setting_normalizer" ], "call_files": [ "private/tmp/repos/python-poetry__poetry/src/poetry/config/config.py" ] }	{ "anchor": "build_config_setting_validator", "anchor_file": "private/tmp/repos/python-poetry__poetry/src/poetry/config/config.py", "anchor_source": "def build_config_setting_validator(val: str) -> bool:\n try:\n value = build_config_setting_normalizer(val)\n except JSONDecodeError:\n return F...
encode__httpx__aiter_bytes__upstream__2hop_6d68f7	encode/httpx	upstream	2	{ "hop_1": [ "aread", "aiter_text" ], "hop_1_files": [ "private/tmp/repos/encode__httpx/httpx/_models.py", "private/tmp/repos/encode__httpx/httpx/_models.py" ], "hop_2": [ "_send_handling_auth", "_send_handling_redirects", "send", "async_auth_flow", "aiter_lines" ], "ho...	{ "anchor": "aiter_bytes", "anchor_file": "private/tmp/repos/encode__httpx/httpx/_models.py", "anchor_source": "async def aiter_bytes(\n self, chunk_size: int \| None = None\n ) -> typing.AsyncIterator[bytes]:\n \"\"\"\n A byte-iterator over the decoded response content.\n This allow...
encode__httpx__read__upstream__1hop_f26016	encode/httpx	upstream	1	{ "calls": [ "handle_request", "sync_auth_flow" ], "call_files": [ "private/tmp/repos/encode__httpx/httpx/_transports/mock.py", "private/tmp/repos/encode__httpx/httpx/_auth.py" ] }	{ "anchor": "read", "anchor_file": "private/tmp/repos/encode__httpx/httpx/_models.py", "anchor_source": "def read(self) -> bytes:\n \"\"\"\n Read and return the request content.\n \"\"\"\n if not hasattr(self, \"_content\"):\n assert isinstance(self.stream, typing.Iterable)\...
python-poetry__poetry__create_venv__downstream__2hop_8e77bd	python-poetry/poetry	downstream	2	{ "hop_1": [ "get_system_env", "remove_venv", "use_in_project_venv", "get", "generate_env_name", "build_venv" ], "hop_1_files": [ "private/tmp/repos/python-poetry__poetry/src/poetry/utils/env/env_manager.py", "private/tmp/repos/python-poetry__poetry/src/poetry/utils/env/env_manager...	{ "anchor": "create_venv", "anchor_file": "private/tmp/repos/python-poetry__poetry/src/poetry/utils/env/env_manager.py", "anchor_source": "def create_venv(\n self,\n name: str \| None = None,\n python: Python \| None = None,\n force: bool = False,\n ) -> Env:\n if self._env is ...
trpc__trpc__createDeferred__upstream__2hop_d3ec5e	trpc/trpc	upstream	2	{ "hop_1": [ "mergeAsyncIterables", "jsonlStreamConsumer", "write", "initIterable" ], "hop_1_files": [ "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/utils/mergeAsyncIterables.ts", "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-...	{ "anchor": "createDeferred", "anchor_file": "private/tmp/repos/trpc__trpc/packages/server/src/unstable-core-do-not-import/stream/utils/createDeferred.ts", "anchor_source": "export function createDeferred<TValue = void>() {\n let resolve: (value: TValue) => void;\n let reject: (error: unknown) => void;\n const...
trpc__trpc__CompanyLogo__downstream__1hop_1f4022	trpc/trpc	downstream	1	{ "calls": [ "cn" ], "call_files": [ "private/tmp/repos/trpc__trpc/www/src/utils/cn.ts" ] }	{ "anchor": "CompanyLogo", "anchor_file": "private/tmp/repos/trpc__trpc/www/src/components/CompaniesUsing.tsx", "anchor_source": "function CompanyLogo(props: { src: string; name: string }) {\n const triggerRef = React.useRef<HTMLSpanElement>(null);\n const [position, setPosition] = React.useState<{\n top: nu...
colinhacks__zod___isoTime__upstream__2hop_d19bee	colinhacks/zod	upstream	2	{ "hop_1": [ "time" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/mini/iso.ts" ], "hop_2": [ "convertBaseSchema", "time" ], "hop_2_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/classic/from-json-schema.ts", "private/tmp/repos/colinhac...	{ "anchor": "_isoTime", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/api.ts", "anchor_source": "export function _isoTime<T extends schemas.$ZodISOTime>(\n Class: util.SchemaClass<T>,\n params?: string \| $ZodISOTimeParams \| $ZodCheckISOTimeParams\n): T {\n return new Class({\n t...
getpelican__pelican__handle_data__downstream__2hop_92a5d8	getpelican/pelican	downstream	2	{ "hop_1": [ "getoffset", "add_last_word" ], "hop_1_files": [ "private/tmp/repos/getpelican__pelican/pelican/utils.py", "private/tmp/repos/getpelican__pelican/pelican/utils.py" ], "hop_2": [ "add_word" ], "hop_2_files": [ "private/tmp/repos/getpelican__pelican/pelican/utils.py" ]...	{ "anchor": "handle_data", "anchor_file": "private/tmp/repos/getpelican__pelican/pelican/utils.py", "anchor_source": "def handle_data(self, data: str) -> None:\n word_end = 0\n offset = self.getoffset()\n\n while self.words_found < self.max_words:\n match = self._word_regex.search(...
colinhacks__zod__partial__downstream__2hop_084389	colinhacks/zod	downstream	2	{ "hop_1": [ "ZodObject", "constructor", "optional" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts" ], "hop_2": [ ...	{ "anchor": "partial", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "anchor_source": "partial(mask?: any) {\n const newShape: any = {};\n\n for (const key of util.objectKeys(this.shape)) {\n const fieldSchema = this.shape[key]!;\n\n if (mask && !mask[key]) {\n ...
getpelican__pelican__generate_context__downstream__1hop_82f914	getpelican/pelican	downstream	1	{ "calls": [ "_add_failed_source_path", "_update_context", "add_source_path", "add_static_links", "get_files", "_process" ], "call_files": [ "private/tmp/repos/getpelican__pelican/pelican/generators.py", "private/tmp/repos/getpelican__pelican/pelican/generators.py", "private/tm...	{ "anchor": "generate_context", "anchor_file": "private/tmp/repos/getpelican__pelican/pelican/generators.py", "anchor_source": "def generate_context(self):\n all_pages = []\n hidden_pages = []\n draft_pages = []\n for f in self.get_files(\n self.settings[\"PAGE_PATHS\"], exc...
colinhacks__zod__duration__downstream__2hop_9edb25	colinhacks/zod	downstream	2	{ "hop_1": [ "_isoDuration" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/api.ts" ], "hop_2": [ "normalizeParams" ], "hop_2_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/util.ts" ] }	{ "anchor": "duration", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/classic/iso.ts", "anchor_source": "export function duration(params?: string \| core.$ZodISODurationParams): ZodISODuration {\n return core._isoDuration(ZodISODuration, params);\n}", "result_size": 1, "created_at": "2...
immerjs__immer__updateDraftInParent__upstream__2hop_e8dfc0	immerjs/immer	upstream	2	{ "hop_1": [ "registerChildFinalizationCallback", "childCleanup", "handleCrossReference", "crossReferenceCleanup" ], "hop_1_files": [ "private/tmp/repos/immerjs__immer/src/core/finalize.ts", "private/tmp/repos/immerjs__immer/src/core/finalize.ts", "private/tmp/repos/immerjs__immer/src/...	{ "anchor": "updateDraftInParent", "anchor_file": "private/tmp/repos/immerjs__immer/src/core/finalize.ts", "anchor_source": "export function updateDraftInParent(\n\tparent: ImmerState,\n\tdraftValue: any,\n\tfinalizedValue: any,\n\toriginalKey?: string \| number \| symbol\n): void {\n\tconst parentCopy = latest(par...
colinhacks__zod___default__downstream__2hop_7a6171	colinhacks/zod	downstream	2	{ "hop_1": [ "shallowClone" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/util.ts" ], "hop_2": [ "isPlainObject" ], "hop_2_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/util.ts" ] }	{ "anchor": "_default", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v4/core/api.ts", "anchor_source": "export function _default<T extends schemas.$ZodObject>(\n Class: util.SchemaClass<schemas.$ZodDefault>,\n innerType: T,\n defaultValue: util.NoUndefined<core.output<T>> \| (() => util.No...
psf__black__do_transform__downstream__2hop_b3fd0a	psf/black	downstream	2	{ "hop_1": [ "CannotTransform", "_merge_string_group", "_remove_backslash_line_continuation_chars" ], "hop_1_files": [ "private/tmp/repos/psf__black/src/black/trans.py", "private/tmp/repos/psf__black/src/black/trans.py", "private/tmp/repos/psf__black/src/black/trans.py" ], "hop_2": [ ...	{ "anchor": "do_transform", "anchor_file": "private/tmp/repos/psf__black/src/black/trans.py", "anchor_source": "def do_transform(\n self, line: Line, string_indices: list[int]\n ) -> Iterator[TResult[Line]]:\n new_line = line\n\n rblc_result = self._remove_backslash_line_continuation_chars...
sindresorhus__got___writeChunksToRequest__downstream__1hop_4432c7	sindresorhus/got	downstream	1	{ "calls": [ "_isRequestStale", "_writeRequest" ], "call_files": [ "private/tmp/repos/got/source/core/index.ts", "private/tmp/repos/got/source/core/index.ts" ] }	{ "anchor": "_writeChunksToRequest", "anchor_file": "private/tmp/repos/got/source/core/index.ts", "anchor_source": "private async _writeChunksToRequest(buffer: Uint8Array, request: ClientRequest): Promise<void> {\n\t\tconst chunkSize = 65_536; // 64 KB\n\t\tconst isStale = () => this._isRequestStale(request);\n\n...
pytest-dev__pytest__derive_importpath__downstream__1hop_816a86	pytest-dev/pytest	downstream	1	{ "calls": [ "resolve", "annotated_getattr" ], "call_files": [ "private/tmp/repos/pytest-dev__pytest/src/_pytest/monkeypatch.py", "private/tmp/repos/pytest-dev__pytest/src/_pytest/monkeypatch.py" ] }	{ "anchor": "derive_importpath", "anchor_file": "private/tmp/repos/pytest-dev__pytest/src/_pytest/monkeypatch.py", "anchor_source": "def derive_importpath(import_path: str, raising: bool) -> tuple[str, object]:\n if not isinstance(import_path, str) or \".\" not in import_path:\n raise TypeError(f\"must ...
trpc__trpc__mutation__upstream__1hop_bb7bd0	trpc/trpc	upstream	1	{ "calls": [ "trpcMutationOptions", "experimental_createActionHook", "createUtilityFunctions", "useAction", "setMutationDefaults" ], "call_files": [ "private/tmp/repos/trpc__trpc/packages/tanstack-react-query/src/internals/mutationOptions.ts", "private/tmp/repos/trpc__trpc/packages/nex...	{ "anchor": "mutation", "anchor_file": "private/tmp/repos/trpc__trpc/packages/client/src/internals/TRPCUntypedClient.ts", "anchor_source": "public mutation(path: string, input?: unknown, opts?: TRPCRequestOptions) {\n return this.requestAsPromise<unknown, unknown>({\n type: 'mutation',\n path,\n ...
sindresorhus__got__getRequestFunction__downstream__2hop_276a47	sindresorhus/got	downstream	2	{ "hop_1": [ "#getFallbackRequestFunction", "#callFallbackRequest", "#resolveRequestWithFallback" ], "hop_1_files": [ "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/core/options.ts", "private/tmp/repos/got/source/core/options.ts" ], "hop_2": [ "#resol...	{ "anchor": "getRequestFunction", "anchor_file": "private/tmp/repos/got/source/core/options.ts", "anchor_source": "getRequestFunction() {\n\t\tconst {request: customRequest} = this.#internals;\n\n\t\tif (!customRequest) {\n\t\t\treturn this.#getFallbackRequestFunction();\n\t\t}\n\n\t\tconst requestWithFallback: R...
paramiko__paramiko__put__downstream__2hop_5bef3b	paramiko/paramiko	downstream	2	{ "hop_1": [ "putfo" ], "hop_1_files": [ "private/tmp/repos/paramiko/paramiko/sftp_client.py" ], "hop_2": [ "SFTPClient", "_transfer_with_callback", "stat" ], "hop_2_files": [ "private/tmp/repos/paramiko/paramiko/sftp_client.py", "private/tmp/repos/paramiko/paramiko/sftp_client...	{ "anchor": "put", "anchor_file": "private/tmp/repos/paramiko/paramiko/sftp_client.py", "anchor_source": "def put(self, localpath, remotepath, callback=None, confirm=True):\n \"\"\"\n Copy a local file (``localpath``) to the SFTP server as ``remotepath``.\n Any exception raised by operations ...
scrapy__scrapy__spider_closed__downstream__2hop_9d84fe	scrapy/scrapy	downstream	2	{ "hop_1": [ "log" ], "hop_1_files": [ "private/tmp/repos/scrapy__scrapy/scrapy/extensions/periodic_log.py" ], "hop_2": [ "log_delta", "log_timing", "log_crawler_stats" ], "hop_2_files": [ "private/tmp/repos/scrapy__scrapy/scrapy/extensions/periodic_log.py", "private/tmp/repos/...	{ "anchor": "spider_closed", "anchor_file": "private/tmp/repos/scrapy__scrapy/scrapy/extensions/periodic_log.py", "anchor_source": "def spider_closed(self, spider: Spider, reason: str) -> None:\n self.log()\n if self.task and self.task.running:\n self.task.stop()", "result_size": 3, "...
trpc__trpc__attempt__downstream__2hop_0976a8	trpc/trpc	downstream	2	{ "hop_1": [ "opWithLastEventId", "subscribe" ], "hop_1_files": [ "private/tmp/repos/trpc__trpc/packages/client/src/links/retryLink.ts", "private/tmp/repos/trpc__trpc/packages/server/src/observable/types.ts" ], "hop_2": [ "inputWithTrackedEventId" ], "hop_2_files": [ "private/tmp/r...	{ "anchor": "attempt", "anchor_file": "private/tmp/repos/trpc__trpc/packages/client/src/links/retryLink.ts", "anchor_source": "function attempt(attempts: number) {\n const op = opWithLastEventId();\n\n next$ = callOpts.next(op).subscribe({\n error(error) {\n const shouldR...
trpc__trpc__onSuccess__downstream__1hop_18a873	trpc/trpc	downstream	1	{ "calls": [ "generateEntrypoints" ], "call_files": [ "private/tmp/repos/trpc__trpc/scripts/entrypoints.ts" ] }	{ "anchor": "onSuccess", "anchor_file": "private/tmp/repos/trpc__trpc/packages/tanstack-react-query/tsdown.config.ts", "anchor_source": "onSuccess: async () => {\n const start = Date.now();\n const { generateEntrypoints } = await import(\n '../../scripts/entrypoints.js'\n );\n await generateEntry...
colinhacks__zod__isOptional__downstream__2hop_8f6f39	colinhacks/zod	downstream	2	{ "hop_1": [ "safeParse" ], "hop_1_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts" ], "hop_2": [ "_parseSync" ], "hop_2_files": [ "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts" ] }	{ "anchor": "isOptional", "anchor_file": "private/tmp/repos/colinhacks__zod/packages/zod/src/v3/types.ts", "anchor_source": "isOptional(): boolean {\n return this.safeParse(undefined).success;\n }", "result_size": 1, "created_at": "2026-03-20T17:18:06.594501+00:00" }
sindresorhus__got__flush__upstream__1hop_dad778	sindresorhus/got	upstream	1	{ "calls": [ "_beforeError", "asPromise", "fn" ], "call_files": [ "private/tmp/repos/got/source/core/index.ts", "private/tmp/repos/got/source/as-promise/index.ts", "private/tmp/repos/got/benchmark/index.ts" ] }	{ "anchor": "flush", "anchor_file": "private/tmp/repos/got/source/core/index.ts", "anchor_source": "async flush() {\n\t\tif (this._flushed) {\n\t\t\treturn;\n\t\t}\n\n\t\tthis._flushed = true;\n\n\t\ttry {\n\t\t\tawait this._finalizeBody();\n\n\t\t\tif (this.destroyed) {\n\t\t\t\treturn;\n\t\t\t}\n\n\t\t\tawait t...

End of preview. Expand in Data Studio

GraphCode-Bench-500-v0

GraphCode-Bench is a benchmark for evaluating LLMs on call-graph reasoning — given a function in a real-world repository, can a model identify which functions call it (upstream) or which functions it calls (downstream), across 1 and 2 hops?

Models are evaluated agentically: they receive read-only filesystem tools (list_directory, read_file, search_in_file) and up to 10 turns to explore the codebase before producing an answer.

Dataset summary

Split	Records	Repos	Languages
`train` (bench500)	483	22	Python, TypeScript

Stratification: 5 repos × 2 question types (upstream/downstream) × 2 hop depths (1-hop/2-hop).

Task definition

Each record contains:

anchor: a named function in a real open-source repository
question_type: upstream (who calls this?) or downstream (what does this call?)
hop_depth: 1 (direct callers/callees) or 2 (one level further)
gold: the ground-truth set of function names at each hop level (extracted via LSP)

Models must enumerate the correct function names. Scoring uses set F1 against the gold answer.

Record schema

{
  "sample_id": "psf__requests__send__upstream__1hop_abc123",
  "repo": "psf/requests",
  "question_type": "upstream",
  "hop_depth": 1,
  "gold": {
    "hop_1": ["mount", "request"],
    "hop_1_files": ["requests/sessions.py"]
  },
  "metadata": {
    "anchor": "send",
    "anchor_file": "requests/adapters.py",
    "anchor_source": "def send(self, request, ...):",
    "result_size": 4,
    "created_at": "2026-03-20T16:58:18.104721+00:00",
    "file_content": "..."
  }
}

Repositories included

Python (250 samples): psf/requests, pallets/flask, pallets/click, scrapy/scrapy, celery/celery, encode/httpx, pytest-dev/pytest, psf/black, PyCQA/flake8, rq/rq, paramiko/paramiko

TypeScript (233 samples): sindresorhus/got, colinhacks/zod, trpc/trpc, immerjs/immer, node-fetch/node-fetch

Pipeline

Ground truth is extracted by:

Running basedpyright / typescript-language-server over each repo via LSP
Walking call edges from the anchor to the requested depth
Applying 15 quality filters (no builtins, no generics, minimum result size, etc.)

See the companion paper for full pipeline details.

Evaluation results (v0)

Model	F1	EM	Pass@0.5	Avg Turns
GPT-5.4-nano (API)†	0.364	0.170	0.400	6.19
Qwen3-Coder-30B-A3B	0.351	0.126	0.369	7.29
GPT-OSS-20B	0.313	0.116	0.362	7.72
Mistral-Small-24B	0.199	0.066	0.211	5.05

† Closed model, shown for reference. Open-weight models evaluated via vLLM on HPC cluster.

Key finding: 2-hop questions are 3–4× harder than 1-hop (Qwen3: F1=0.546 at 1-hop vs 0.151 at 2-hop).

Citation

@misc{graphcodebench2026,
  title   = {GraphCode-Bench: Evaluating LLMs on Agentic Call-Graph Reasoning},
  author  = {Rossi, Vittorio},
  year    = {2026},
  url     = {https://huggingface.co/datasets/VittorioRossi/GraphCode-Bench-500-v0}
}

License

Apache 2.0. The source code snippets included in anchor_source and file_content fields are derived from their respective open-source repositories under their original licenses.

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