facebookresearch__hydra-273

{
  "status": "error",
  "error_type": "CommandError",
  "error_message": "Traceback (most recent call last):\n  File \"my_app.py\", line 4, in <module>\n    @hydra.main(config_path=\"conf\", config_name=\"config\")\nTypeError: main() got an unexpected keyword argument 'config_name'\n",
  "details": {
    "stdout": "",
    "stderr": "Traceback (most recent call last):\n  File \"my_app.py\", line 4, in <module>\n    @hydra.main(config_path=\"conf\", config_name=\"config\")\nTypeError: main() got an unexpected keyword argument 'config_name'\n",
    "exit_code": 1
  }
}

{
  "status": "ok",
  "filepath": "hydra/main.py",
  "content": "# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved\nimport functools\nimport sys\nfrom ._internal.utils import run_hydra, get_args_parser\n\n\ndef main(config_path=\"\", strict=None):\n    \"\"\"\n    :param config_path: the config path, can be a directory in which it's used as the config root\n    or a file to load\n    :param strict: strict mode, will throw an error if command line overrides are not changing an\n    existing key or\n           if the code is accessing a non existent key\n    \"\"\"\n\n    def main_decorator(task_function):\n        @functools.wraps(task_function)\n        def decorated_main():\n            try:\n                run_hydra(\n                    args_parser=get_args_parser(),\n                    task_function=task_function,\n                    config_path=config_path,\n                    strict=strict,\n                )\n            except KeyboardInterrupt:\n                sys.exit(-1)\n            except SystemExit:\n                pass\n\n        return decorated_main\n\n    return main_decorator",
  "start_line": 1,
  "end_line": 33,
  "total_lines": 33,
  "is_truncated": false
}

{
  "status": "error",
  "error_type": "CommandError",
  "error_message": "Traceback (most recent call last):\n  File \"my_app.py\", line 9, in <module>\n    my_app()\n  File \"/workspace/hydra/main.py\", line 24, in decorated_main\n    strict=strict,\n  File \"/workspace/hydra/_internal/utils.py\", line 56, in run_hydra\n    hydra.run(overrides=args.overrides)\n  File \"/workspace/hydra/_internal/hydra.py\", line 103, in run\n    cfg = self._load_config(overrides)\n  File \"/workspace/hydra/_internal/hydra.py\", line 345, in _load_config\n    cfg = self.config_loader.load_configuration(overrides)\n  File \"/workspace/hydra/_internal/config_loader.py\", line 56, in load_configuration\n    cfg = self._merge_defaults(hydra_cfg, defaults, split_at)\n  File \"/workspace/hydra/_internal/config_loader.py\", line 402, in _merge_defaults\n    cfg = merge_defaults(cfg, user_list)\n  File \"/workspace/hydra/_internal/config_loader.py\", line 381, in merge_defaults\n    required=not is_optional,\n  File \"/workspace/hydra/_internal/config_loader.py\", line 308, in _merge_config\n    raise MissingConfigException(msg, new_cfg, options)\nhydra.errors.MissingConfigException: Could not load lr/0.1, available options:\nlr:\n\t0.1\n\t0.01\n",
  "details": {
    "stdout": "",
    "stderr": "Traceback (most recent call last):\n  File \"my_app.py\", line 9, in <module>\n    my_app()\n  File \"/workspace/hydra/main.py\", line 24, in decorated_main\n    strict=strict,\n  File \"/workspace/hydra/_internal/utils.py\", line 56, in run_hydra\n    hydra.run(overrides=args.overrides)\n  File \"/workspace/hydra/_internal/hydra.py\", line 103, in run\n    cfg = self._load_config(overrides)\n  File \"/workspace/hydra/_internal/hydra.py\", line 345, in _load_config\n    cfg = self.config_loader.load_configuration(overrides)\n  File \"/workspace/hydra/_internal/config_loader.py\", line 56, in load_configuration\n    cfg = self._merge_defaults(hydra_cfg, defaults, split_at)\n  File \"/workspace/hydra/_internal/config_loader.py\", line 402, in _merge_defaults\n    cfg = merge_defaults(cfg, user_list)\n  File \"/workspace/hydra/_internal/config_loader.py\", line 381, in merge_defaults\n    required=not is_optional,\n  File \"/workspace/hydra/_internal/config_loader.py\", line 308, in _merge_config\n    raise MissingConfigException(msg, new_cfg, options)\nhydra.errors.MissingConfigException: Could not load lr/0.1, available options:\nlr:\n\t0.1\n\t0.01\n",
    "exit_code": 1
  }
}

{
  "status": "ok",
  "filepath": "hydra/_internal/config_loader.py",
  "content": "                    \"{}/{}\".format(path, group_name)\n                )\n                if self._exists(is_pkg, path) and resource_isdir(\n                    module_name, resource_name\n                ):\n                    all_files = resource_listdir(module_name, resource_name)\n                    files = []\n                    for file in all_files:\n                        if (\n                            file_type == \"dir\"\n                            and resource_isdir(\n                                module_name, os.path.join(group_name, file)\n                            )\n                            and file != \"__pycache__\"\n                        ):\n                            files.append(file)\n                        elif file_type == \"file\" and file.endswith(\".yaml\"):\n                            files.append(file[0 : -len(\".yaml\")])\n            else:\n                group_path = \"{}/{}\".format(path, group_name)\n                if os.path.isdir(group_path):\n                    all_files = os.listdir(group_path)\n                    files = []\n                    for file in all_files:\n                        full_path = os.path.join(group_path, group_name, file)\n                        if (\n                            file_type == \"dir\"\n                            and os.path.isdir(full_path)\n                            and file != \"__pycache__\"\n                        ):\n                            files.append(file)\n                        elif file_type == \"file\" and file.endswith(\".yaml\"):\n                            files.append(file[0 : -len(\".yaml\")])\n\n            options.extend(files)\n        return options\n\n    def _merge_config(self, cfg, family, name, required):\n\n        if family != \"\":\n            new_cfg = \"{}/{}\".format(family, name)\n        else:\n            new_cfg = name\n\n        loaded_cfg = self._load_config_impl(new_cfg)\n        if loaded_cfg is None:\n            if required:\n                if family == \"\":\n                    msg = \"Could not load {}\".format(new_cfg)\n                    raise MissingConfigException(msg, new_cfg)\n                else:\n                    options = self.get_group_options(family)\n                    if options:\n                        msg = \"Could not load {}, available options:\\n{}:\\n\\t{}\".format(\n                            new_cfg, family, \"\\n\\t\".join(options)\n                        )\n                    else:\n                        msg = \"Could not load {}\".format(new_cfg)\n                    raise MissingConfigException(msg, new_cfg, options)\n            else:\n                return cfg\n\n        else:\n            return OmegaConf.merge(cfg, loaded_cfg)\n\n        assert False\n\n    @staticmethod\n    def _split_module_and_resource(filename):\n        sep = filename.find(\"/\")\n        if sep == -1:\n            module_name = filename\n            resource_name = \"\"\n        else:\n            module_name = filename[0:sep]\n            resource_name = filename[sep + 1 :]\n        if module_name == \"\":\n            # if we have a module a module only, dirname would return nothing and basename would return the module.\n            module_name = resource_name\n            resource_name = \"\"\n\n        return module_name, resource_name\n\n    @staticmethod\n    def _exists(is_pkg, filename):\n        if is_pkg:\n            module_name, resource_name = ConfigLoader._split_module_and_resource(\n                filename\n            )\n            try:\n                ret = resource_exists(module_name, resource_name)\n            except ImportError:\n                ret = False\n            except ValueError:  # Python 2.7 throws ValueError empty module name sometimes.\n                ret = False\n            except NotImplementedError:\n                raise NotImplementedError(\n                    \"Unable to load {}/{}, are you missing an __init__.py?\".format(\n                        module_name, resource_name\n                    )\n                )\n            # Uncomment to debug issues with configs not getting loaded.\n            # WARNING: breaks integration tests that relies on specified output from the process.\n            # print(\"_exists? {}, {} == {}\".format(module_name, resource_name, ret))\n            return ret\n        else:\n            return os.path.exists(filename)\n\n    def _merge_defaults(self, cfg, defaults, split_at):\n        def get_filename(config_name):\n            filename, ext = os.path.splitext(config_name)\n            if ext == \"\":\n                ext = \".yaml\"\n            return \"{}{}\".format(filename, ext)\n\n        def merge_defaults(merged_cfg, def_list):\n            cfg_with_list = OmegaConf.create(dict(defaults=def_list))\n            for default1 in cfg_with_list.defaults:\n                if isinstance(default1, DictConfig):\n                    is_optional = False\n                    if default1.optional is not None:\n                        is_optional = default1.optional\n                        del default1[\"optional\"]\n                    family = next(iter(default1.keys()))\n                    name = default1[family]\n                    # Name is none if default value is removed\n                    if name is not None and \"_SKIP_\" not in name:\n                        merged_cfg = self._merge_config(\n                            cfg=merged_cfg,\n                            family=family,\n                            name=get_filename(name),\n                            required=not is_optional,\n                        )\n                else:\n                    assert isinstance(default1, str)\n                    if \"_SKIP_\" not in default1:\n                        merged_cfg = self._merge_config(\n                            cfg=merged_cfg,\n                            family=\"\",\n                            name=get_filename(default1),\n                            required=True,\n                        )\n            return merged_cfg\n\n        system_list = []\n        user_list = []\n        for default in defaults:\n            if len(system_list) < split_at:\n                system_list.append(default)\n            else:",
  "start_line": 250,
  "end_line": 399,
  "total_lines": 453,
  "is_truncated": true
}

{
  "status": "ok",
  "filepath": "hydra/_internal/config_loader.py",
  "content": "        return self.config_search_path\n\n    def get_load_history(self):\n        \"\"\"\n        returns the load history (which configs were attempted to load, and if they\n        were loaded successfully or not.\n        \"\"\"\n        return copy.deepcopy(self.all_config_checked)\n\n    @staticmethod\n    def _split_path(path):\n        prefix = \"pkg://\"\n        is_pkg = path.startswith(prefix)\n        if is_pkg:\n            path = path[len(prefix) :]\n        return is_pkg, path\n\n    def _find_config(self, filepath):\n        found_search_path = None\n        for search_path in self.config_search_path.config_search_path:\n            is_pkg, path = self._split_path(search_path.path)\n            config_file = \"{}/{}\".format(path, filepath)\n            if self._exists(is_pkg, config_file):\n                found_search_path = search_path\n                break\n        return filepath, found_search_path\n\n    @staticmethod\n    def _split_key_val(s):\n        assert \"=\" in s, \"'{}' not a valid override, expecting key=value format\".format(\n            s\n        )\n\n        idx = s.find(\"=\")\n        assert idx != -1\n        return s[0:idx], s[idx + 1 :]\n\n    @staticmethod\n    def _apply_defaults_overrides(overrides, defaults):\n        consumed = []\n        key_to_idx = {}\n        for idx, d in enumerate(defaults):\n            if isinstance(d, DictConfig):\n                key = next(iter(d.keys()))\n                key_to_idx[key] = idx\n        for override in copy.deepcopy(overrides):\n            key, value = ConfigLoader._split_key_val(override)\n            if key in key_to_idx:\n                if \",\" in value:\n                    # If this is a multirun config (comma separated list), flag the default to prevent it from being\n                    # loaded until we are constructing the config for individual jobs.\n                    value = \"_SKIP_\"\n\n                if value == \"null\":\n                    del defaults[key_to_idx[key]]\n                else:\n                    defaults[key_to_idx[key]][key] = value\n\n                overrides.remove(override)\n                consumed.append(override)\n        return consumed\n\n    def _apply_free_defaults(self, defaults, overrides):\n        consumed = []\n        for override in overrides:\n            key, value = ConfigLoader._split_key_val(override)\n            if self.exists_in_search_path(key):\n                # Do not add multirun configs into defaults, those will be added to the defaults\n                # during the runs after list is broken into items\n                if \",\" not in value:\n                    defaults.append({key: value})\n                overrides.remove(override)\n                consumed.append(override)\n\n        return consumed\n\n    @staticmethod\n    def _merge_default_lists(primary, merged_list):\n        def get_key(d1):\n            keys_iter = iter(d1.keys())\n            key1 = next(keys_iter)\n            if key1 == \"optional\":\n                key1 = next(keys_iter)\n            return key1\n\n        key_to_idx = {}\n        for idx, d in enumerate(primary):\n            if isinstance(d, (dict, DictConfig)):\n                key = get_key(d)\n                key_to_idx[key] = idx\n        for d in copy.deepcopy(merged_list):\n            if isinstance(d, (dict, DictConfig)):\n                key = get_key(d)\n                if key in key_to_idx.keys():\n                    idx = key_to_idx[key]\n                    primary[idx] = d\n                    merged_list.remove(d)\n\n        for d in merged_list:\n            primary.append(d)\n\n    def _load_config_impl(self, input_file, record_load=True):\n        \"\"\"\n        :param input_file:\n        :param record_load:\n        :return: the loaded config or None if it was not found\n        \"\"\"\n        loaded_cfg = None\n        filename, search_path = self._find_config(input_file)\n        if search_path is None and record_load:\n            assert search_path is None\n            self.all_config_checked.append((filename, None, None))\n\n        if search_path is not None:\n            fullpath = \"{}/{}\".format(search_path.path, filename)\n            is_pkg = search_path.path.startswith(\"pkg://\")\n            if is_pkg:\n                fullpath = fullpath[len(\"pkg://\") :]\n                module_name, resource_name = ConfigLoader._split_module_and_resource(\n                    fullpath\n                )\n                with resource_stream(module_name, resource_name) as stream:\n                    loaded_cfg = OmegaConf.load(stream)\n                if record_load:\n                    self.all_config_checked.append(\n                        (filename, search_path.path, search_path.provider)\n                    )\n            elif os.path.exists(fullpath):\n                loaded_cfg = OmegaConf.load(fullpath)\n                if record_load:\n                    self.all_config_checked.append(\n                        (filename, search_path.path, search_path.provider)\n                    )\n            else:\n                # This should never happen because we just searched for it and found it\n                assert False, \"'{}' not found\".format(fullpath)\n        return loaded_cfg\n\n    def list_groups(self, parent_name):\n        ret = list(set(self.get_group_options(parent_name, file_type=\"dir\")))\n        return ret\n\n    def get_group_options(self, group_name, file_type=\"file\"):\n        options = []\n        for search_path in self.config_search_path.config_search_path:\n            search_path = search_path.path\n            is_pkg, path = self._split_path(search_path)\n            files = []\n            if is_pkg:\n                module_name, resource_name = ConfigLoader._split_module_and_resource(",
  "start_line": 100,
  "end_line": 249,
  "total_lines": 453,
  "is_truncated": true
}

{
  "status": "ok",
  "stdout": "('0', '.1')\n",
  "stderr": "",
  "exit_code": 0
}

{
  "status": "ok",
  "stdout": "377:                        merged_cfg = self._merge_config(\n386:                        merged_cfg = self._merge_config(\n",
  "stderr": "",
  "exit_code": 0
}

{
  "status": "ok",
  "stdout": "294:        loaded_cfg = self._load_config_impl(new_cfg)\n412:            cfg = self._load_config_impl(cfg_filename, record_load=record_load)\n",
  "stderr": "",
  "exit_code": 0
}

{
  "status": "ok",
  "filepath": "hydra/_internal/config_loader.py",
  "content": "                user_list.append(default)\n        cfg = merge_defaults(cfg, system_list)\n        cfg = merge_defaults(cfg, user_list)\n\n        if \"defaults\" in cfg:\n            del cfg[\"defaults\"]\n        return cfg\n\n    def _create_cfg(self, cfg_filename, record_load=True):\n        if cfg_filename is None:\n            cfg = OmegaConf.create()\n        else:\n            cfg = self._load_config_impl(cfg_filename, record_load=record_load)\n            if cfg is None:\n                raise IOError(\n                    \"could not find {}, config path:\\n\\t\".format(\n                        cfg_filename,\n                        \"\\n\\t\".join(self.config_search_path.config_search_path),\n                    )\n                )\n        if cfg.defaults is not None:",
  "start_line": 400,
  "end_line": 420,
  "total_lines": 453,
  "is_truncated": false
}

{
  "status": "ok",
  "stdout": "39:        hydra_cfg = self._create_cfg(cfg_filename=\"hydra.yaml\")\n42:        job_cfg = self._create_cfg(cfg_filename=self.config_file, record_load=False)\n",
  "stderr": "",
  "exit_code": 0
}

{
  "status": "ok",
  "filepath": "hydra/_internal/config_loader.py",
  "content": "        self.config_search_path = config_search_path\n        self.all_config_checked = []\n        self.strict_cfg = strict_cfg\n\n    def load_configuration(self, overrides=[]):\n        assert overrides is None or isinstance(overrides, list)\n        overrides = overrides or []\n\n        # Load hydra config\n        hydra_cfg = self._create_cfg(cfg_filename=\"hydra.yaml\")\n\n        # Load job config\n        job_cfg = self._create_cfg(cfg_filename=self.config_file, record_load=False)\n\n        defaults = hydra_cfg.defaults or []\n        if self.config_file is not None:\n            defaults.append(self.config_file)\n        split_at = len(defaults)\n        ConfigLoader._merge_default_lists(defaults, job_cfg.defaults or [])\n        consumed = self._apply_defaults_overrides(overrides, defaults)\n\n        consumed_free_job_defaults = self._apply_free_defaults(defaults, overrides)\n\n        ConfigLoader._validate_defaults(defaults)\n\n        # Load and defaults and merge them into cfg\n        cfg = self._merge_defaults(hydra_cfg, defaults, split_at)\n\n        job = OmegaConf.create(dict(name=JobRuntime().get(\"name\")))\n        cfg.hydra.job = OmegaConf.merge(job, cfg.hydra.job)\n\n        OmegaConf.set_struct(cfg, self.strict_cfg)\n\n        # Merge all command line overrides after enabling strict flag\n        all_consumed = consumed + consumed_free_job_defaults\n        remaining_overrides = [x for x in overrides if x not in all_consumed]\n        cfg.merge_with_dotlist(remaining_overrides)\n\n        remaining = consumed + consumed_free_job_defaults + remaining_overrides\n\n        def is_hydra(x):",
  "start_line": 30,
  "end_line": 70,
  "total_lines": 453,
  "is_truncated": false
}

{
  "status": "ok",
  "filepath": "hydra/_internal/hydra.py",
  "content": "                    \"| {} | {} | {} |\".format(\n                        provider.ljust(provider_pad),\n                        search_path.ljust(search_path_pad),\n                        file.ljust(file_pad),\n                    )\n                )\n            else:\n                log.debug(\"{} : NOT FOUND\".format(file))\n\n    def _print_debug_info(self):\n        self._print_plugins()\n        self._print_search_path()\n        self._print_composition_trace()\n\n    def _load_config(self, overrides):\n        cfg = self.config_loader.load_configuration(overrides)\n        with open_dict(cfg):\n            from .. import __version__\n\n            cfg.hydra.runtime.version = __version__\n            cfg.hydra.runtime.cwd = os.getcwd()\n        configure_log(cfg.hydra.hydra_logging, cfg.hydra.verbose)\n        global log\n        log = logging.getLogger(__name__)\n        self._print_debug_info()\n        return cfg\n\n    @staticmethod\n    def _strict_mode_strategy(strict, config_file):\n        \"\"\"Decide how to set strict mode.\n        If a value was provided -- always use it. Otherwise decide based",
  "start_line": 330,
  "end_line": 360,
  "total_lines": 368,
  "is_truncated": false
}

{
  "status": "ok",
  "filepath": "hydra/_internal/hydra.py",
  "content": "                    )\n                )\n            return shell_to_plugin[cmd][0]\n\n        if arguments.install is not None:\n            plugin = find_plugin(arguments.install)\n            plugin.install()\n        elif arguments.uninstall is not None:\n            plugin = find_plugin(arguments.uninstall)\n            plugin.uninstall()\n        elif arguments.query is not None:\n            plugin = find_plugin(arguments.query)\n            plugin.query()\n\n    @staticmethod\n    def format_args_help(args_parser):\n        s = \"\"\n        overrides = None\n        for action in args_parser._actions:\n            if len(action.option_strings) == 0:\n                overrides = action\n            else:\n                s += \"{} : {}\\n\".format(\",\".join(action.option_strings), action.help)\n        s += \"Overrides : \" + overrides.help\n        return s\n\n    def list_all_config_groups(self, parent=\"\"):\n        groups = []\n        for group in self.config_loader.list_groups(parent):\n            if parent == \"\":\n                group_name = group\n            else:\n                group_name = \"{}/{}\".format(parent, group)\n            files = self.config_loader.get_group_options(group_name, file_type=\"file\")\n            dirs = self.config_loader.get_group_options(group_name, file_type=\"dir\")\n            if len(files) > 0:\n                groups.append(group_name)\n            if len(dirs) > 0:\n                groups.extend(self.list_all_config_groups(group_name))\n        return groups\n\n    def format_config_groups(self, predicate, compact=True):\n        groups = [x for x in self.list_all_config_groups() if predicate(x)]\n        s = \"\"\n        for group in sorted(groups):\n            options = sorted(self.config_loader.get_group_options(group))\n            if compact:\n                items = \", \".join(options)\n                line = \"{}: {}\".format(group, items)\n            else:\n                items = \"\\n\".join([\"  \" + o for o in options])\n                line = \"{}:\\n{}\".format(group, items)\n            s += line + \"\\n\"\n\n        return s\n\n    def get_help(self, help_cfg, cfg, args_parser):\n        s = string.Template(help_cfg.template)\n        help_text = s.substitute(\n            FLAGS_HELP=self.format_args_help(args_parser),\n            HYDRA_CONFIG_GROUPS=self.format_config_groups(",
  "start_line": 180,
  "end_line": 240,
  "total_lines": 368,
  "is_truncated": false
}

{
  "status": "ok",
  "stdout": "85:        self.config_loader = ConfigLoader(\n",
  "stderr": "",
  "exit_code": 0
}

{
  "status": "ok",
  "filepath": "hydra/_internal/hydra.py",
  "content": "\n        abs_config_dir = basedir_prefix + abs_config_dir\n\n        search_path = ConfigSearchPath()\n        search_path.append(\"hydra\", \"pkg://hydra.conf\")\n        search_path.append(\"main\", abs_config_dir)\n\n        search_path_plugins = Plugins.discover(SearchPathPlugin)\n        for spp in search_path_plugins:\n            plugin = spp()\n            plugin.manipulate_search_path(search_path)\n\n        # decide on strict mode\n        strict = self._strict_mode_strategy(strict, config_file)\n\n        self.config_loader = ConfigLoader(\n            config_file=config_file, config_search_path=search_path, strict_cfg=strict\n        )\n        if not self.config_loader.exists(abs_config_dir):\n            raise MissingConfigException(\n                missing_cfg_file=abs_config_dir,\n                message=\"Primary config dir not found: {}\".format(abs_config_dir),\n            )\n\n        if config_file is not None and not self.config_loader.exists_in_search_path(\n            config_file\n        ):\n            raise MissingConfigException(\n                missing_cfg_file=config_file,\n                message=\"Cannot find primary config file: {}\".format(config_file),\n            )\n\n    def run(self, overrides):\n        cfg = self._load_config(overrides)\n        HydraConfig().set_config(cfg)\n        with open_dict(cfg):\n            cfg.hydra.job.override_dirname = get_overrides_dirname(\n                cfg.hydra.overrides.task\n            )\n\n        return run_job(",
  "start_line": 70,
  "end_line": 110,
  "total_lines": 368,
  "is_truncated": false
}

{
  "status": "ok",
  "filepath": "hydra/_internal/hydra.py",
  "content": "            task_name = os.path.splitext(target_file)[0]\n        else:\n            # module is installed, use pkg:// access to get configs\n            last_dot = calling_module.rfind(\".\")\n            if last_dot != -1:\n                task_name = calling_module[last_dot + 1 :]\n            else:\n                task_name = calling_module\n            basedir_prefix = \"pkg://\"\n            abs_base_dir = calling_module\n\n        task_name = get_valid_filename(task_name)\n        JobRuntime().set(\"name\", task_name)\n        self.task_name = task_name\n        self.task_function = task_function\n\n        split_file = splitext(config_path)\n        if split_file[1] in (\".yaml\", \".yml\"):\n            # assuming dir/config.yaml form\n            config_file = basename(config_path)\n            config_dir = dirname(config_path)\n        else:\n            # assuming dir form without a config file.\n            config_file = None\n            config_dir = config_path\n\n        if config_dir != \"\":\n            abs_config_dir = \"{}/{}\".format(abs_base_dir, config_dir)\n        else:\n            abs_config_dir = abs_base_dir\n\n        abs_config_dir = basedir_prefix + abs_config_dir\n\n        search_path = ConfigSearchPath()\n        search_path.append(\"hydra\", \"pkg://hydra.conf\")\n        search_path.append(\"main\", abs_config_dir)\n\n        search_path_plugins = Plugins.discover(SearchPathPlugin)\n        for spp in search_path_plugins:\n            plugin = spp()\n            plugin.manipulate_search_path(search_path)",
  "start_line": 40,
  "end_line": 80,
  "total_lines": 368,
  "is_truncated": false
}

{
  "status": "ok",
  "filepath": "hydra/_internal/hydra.py",
  "content": "        sweeper = Plugins.instantiate_sweeper(\n            config=cfg,\n            config_loader=self.config_loader,\n            task_function=self.task_function,\n        )\n        task_overrides = cfg.hydra.overrides.task\n        return sweeper.sweep(arguments=task_overrides)\n\n    @staticmethod\n    def get_sanitized_hydra_cfg(src_cfg):\n        cfg = copy.deepcopy(src_cfg)\n        for key in list(cfg.keys()):\n            if key != \"hydra\":\n                del cfg[key]\n        del cfg.hydra[\"hydra_help\"]\n        del cfg.hydra[\"help\"]\n        return cfg\n\n    def show_cfg(self, overrides, cfg_type):\n        assert cfg_type in [\"job\", \"hydra\", \"all\"]\n        cfg = self._load_config(overrides)\n        if cfg_type == \"job\":\n            del cfg[\"hydra\"]\n        elif cfg_type == \"hydra\":\n            cfg = self.get_sanitized_hydra_cfg(cfg)\n        print(cfg.pretty())\n\n    @staticmethod\n    def get_shell_to_plugin_map(config_loader):\n        shell_to_plugin = defaultdict(list)\n        for clazz in Plugins.discover(CompletionPlugin):\n            plugin = clazz(config_loader)\n            shell_to_plugin[plugin.provides()].append(plugin)\n\n        for shell, plugins in shell_to_plugin.items():\n            if len(plugins) > 1:\n                raise ValueError(\n                    \"Multiple plugins installed for {} : {}\".format(\n                        shell, \",\".join([type(plugin).__name__ for plugin in plugins])\n                    )\n                )\n\n        return shell_to_plugin\n\n    def shell_completion(self, overrides):\n        subcommands = [\"install\", \"uninstall\", \"query\"]\n        arguments = OmegaConf.from_dotlist(overrides)\n        num_commands = sum(1 for key in subcommands if arguments[key] is not None)\n        if num_commands != 1:\n            raise ValueError(\n                \"Expecting one subcommand from {} to be set\".format(subcommands)",
  "start_line": 120,
  "end_line": 170,
  "total_lines": 368,
  "is_truncated": false
}

{
  "status": "ok",
  "stdout": "344:    def _load_config(self, overrides):\n",
  "stderr": "",
  "exit_code": 0
}

{
  "status": "ok",
  "filepath": "hydra/_internal/hydra.py",
  "content": "        self._print_plugins()\n        self._print_search_path()\n        self._print_composition_trace()\n\n    def _load_config(self, overrides):\n        cfg = self.config_loader.load_configuration(overrides)\n        with open_dict(cfg):\n            from .. import __version__\n\n            cfg.hydra.runtime.version = __version__\n            cfg.hydra.runtime.cwd = os.getcwd()\n        configure_log(cfg.hydra.hydra_logging, cfg.hydra.verbose)\n        global log\n        log = logging.getLogger(__name__)\n        self._print_debug_info()\n        return cfg\n\n    @staticmethod\n    def _strict_mode_strategy(strict, config_file):\n        \"\"\"Decide how to set strict mode.\n        If a value was provided -- always use it. Otherwise decide based\n        on the existence of config_file.\n        \"\"\"\n\n        if strict is not None:\n            return strict\n\n        # strict if config_file is present\n        return config_file is not None",
  "start_line": 340,
  "end_line": 368,
  "total_lines": 368,
  "is_truncated": false
}

{
  "status": "ok",
  "filepath": "hydra/_internal/config_loader.py",
  "content": "# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved\n\"\"\"\nConfiguration loader\n\"\"\"\n\nimport copy\nimport os\n\nfrom omegaconf import OmegaConf, DictConfig, ListConfig, open_dict\nfrom pkg_resources import (\n    resource_stream,\n    resource_exists,\n    resource_listdir,\n    resource_isdir,\n)\n\nfrom .config_search_path import ConfigSearchPath\nfrom ..errors import MissingConfigException\nfrom ..plugins.common.utils import JobRuntime\n\n\nclass ConfigLoader:\n    \"\"\"\n    Configuration loader\n    \"\"\"\n\n    def __init__(self, config_file, strict_cfg, config_search_path):\n        assert isinstance(config_search_path, ConfigSearchPath)\n        self.config_file = config_file\n        self.config_search_path = config_search_path\n        self.all_config_checked = []\n        self.strict_cfg = strict_cfg\n\n    def load_configuration(self, overrides=[]):\n        assert overrides is None or isinstance(overrides, list)\n        overrides = overrides or []\n\n        # Load hydra config\n        hydra_cfg = self._create_cfg(cfg_filename=\"hydra.yaml\")\n\n        # Load job config\n        job_cfg = self._create_cfg(cfg_filename=self.config_file, record_load=False)\n\n        defaults = hydra_cfg.defaults or []\n        if self.config_file is not None:\n            defaults.append(self.config_file)\n        split_at = len(defaults)\n        ConfigLoader._merge_default_lists(defaults, job_cfg.defaults or [])\n        consumed = self._apply_defaults_overrides(overrides, defaults)\n\n        consumed_free_job_defaults = self._apply_free_defaults(defaults, overrides)\n\n        ConfigLoader._validate_defaults(defaults)\n\n        # Load and defaults and merge them into cfg\n        cfg = self._merge_defaults(hydra_cfg, defaults, split_at)\n\n        job = OmegaConf.create(dict(name=JobRuntime().get(\"name\")))\n        cfg.hydra.job = OmegaConf.merge(job, cfg.hydra.job)\n\n        OmegaConf.set_struct(cfg, self.strict_cfg)\n\n        # Merge all command line overrides after enabling strict flag\n        all_consumed = consumed + consumed_free_job_defaults\n        remaining_overrides = [x for x in overrides if x not in all_consumed]\n        cfg.merge_with_dotlist(remaining_overrides)\n\n        remaining = consumed + consumed_free_job_defaults + remaining_overrides\n\n        def is_hydra(x):\n            return x.startswith(\"hydra.\") or x.startswith(\"hydra/\")\n\n        cfg.hydra.overrides.task = [x for x in remaining if not is_hydra(x)]\n        cfg.hydra.overrides.hydra = [x for x in remaining if is_hydra(x)]\n\n        return cfg\n\n    def load_sweep_config(self, master_config, sweep_overrides):\n        # Recreate the config for this sweep instance with the appropriate overrides\n        overrides = master_config.hydra.overrides.hydra.to_container() + sweep_overrides\n        sweep_config = self.load_configuration(overrides)\n\n        with open_dict(sweep_config):\n            sweep_config.hydra.runtime = master_config.hydra.runtime\n\n        # Copy old config cache to ensure we get the same resolved values (for things like timestamps etc)\n        OmegaConf.copy_cache(from_config=master_config, to_config=sweep_config)\n\n        return sweep_config\n\n    def exists_in_search_path(self, filepath):\n        _filename, search_path = self._find_config(filepath)\n        return search_path is not None\n\n    def exists(self, filename):\n        is_pkg, path = self._split_path(filename)\n        return ConfigLoader._exists(is_pkg, path)\n\n    def get_search_path(self):\n        return self.config_search_path\n\n    def get_load_history(self):\n        \"\"\"\n        returns the load history (which configs were attempted to load, and if they\n        were loaded successfully or not.\n        \"\"\"\n        return copy.deepcopy(self.all_config_checked)\n\n    @staticmethod\n    def _split_path(path):\n        prefix = \"pkg://\"\n        is_pkg = path.startswith(prefix)\n        if is_pkg:\n            path = path[len(prefix) :]\n        return is_pkg, path\n\n    def _find_config(self, filepath):\n        found_search_path = None\n        for search_path in self.config_search_path.config_search_path:\n            is_pkg, path = self._split_path(search_path.path)\n            config_file = \"{}/{}\".format(path, filepath)\n            if self._exists(is_pkg, config_file):\n                found_search_path = search_path\n                break\n        return filepath, found_search_path\n\n    @staticmethod\n    def _split_key_val(s):\n        assert \"=\" in s, \"'{}' not a valid override, expecting key=value format\".format(\n            s\n        )\n\n        idx = s.find(\"=\")\n        assert idx != -1\n        return s[0:idx], s[idx + 1 :]\n\n    @staticmethod\n    def _apply_defaults_overrides(overrides, defaults):\n        consumed = []\n        key_to_idx = {}\n        for idx, d in enumerate(defaults):\n            if isinstance(d, DictConfig):\n                key = next(iter(d.keys()))\n                key_to_idx[key] = idx\n        for override in copy.deepcopy(overrides):\n            key, value = ConfigLoader._split_key_val(override)\n            if key in key_to_idx:\n                if \",\" in value:\n                    # If this is a multirun config (comma separated list), flag the default to prevent it from being\n                    # loaded until we are constructing the config for individual jobs.",
  "start_line": 1,
  "end_line": 150,
  "total_lines": 453,
  "is_truncated": true,
  "budget_warning": "Only 10 tool call(s) remaining (20/30 used). Finalize your edits and call submit_patch soon."
}

{
  "status": "ok",
  "filepath": "hydra/_internal/config_loader.py",
  "content": "                with resource_stream(module_name, resource_name) as stream:\n                    loaded_cfg = OmegaConf.load(stream)\n                if record_load:\n                    self.all_config_checked.append(\n                        (filename, search_path.path, search_path.provider)\n                    )\n            elif os.path.exists(fullpath):\n                loaded_cfg = OmegaConf.load(fullpath)\n                if record_load:\n                    self.all_config_checked.append(\n                        (filename, search_path.path, search_path.provider)\n                    )\n            else:\n                # This should never happen because we just searched for it and found it\n                assert False, \"'{}' not found\".format(fullpath)\n        return loaded_cfg\n\n    def list_groups(self, parent_name):\n        ret = list(set(self.get_group_options(parent_name, file_type=\"dir\")))\n        return ret\n\n    def get_group_options(self, group_name, file_type=\"file\"):\n        options = []\n        for search_path in self.config_search_path.config_search_path:\n            search_path = search_path.path\n            is_pkg, path = self._split_path(search_path)\n            files = []\n            if is_pkg:\n                module_name, resource_name = ConfigLoader._split_module_and_resource(\n                    \"{}/{}\".format(path, group_name)\n                )\n                if self._exists(is_pkg, path) and resource_isdir(\n                    module_name, resource_name\n                ):\n                    all_files = resource_listdir(module_name, resource_name)\n                    files = []\n                    for file in all_files:\n                        if (\n                            file_type == \"dir\"\n                            and resource_isdir(\n                                module_name, os.path.join(group_name, file)\n                            )\n                            and file != \"__pycache__\"\n                        ):\n                            files.append(file)\n                        elif file_type == \"file\" and file.endswith(\".yaml\"):\n                            files.append(file[0 : -len(\".yaml\")])\n            else:\n                group_path = \"{}/{}\".format(path, group_name)\n                if os.path.isdir(group_path):\n                    all_files = os.listdir(group_path)\n                    files = []\n                    for file in all_files:\n                        full_path = os.path.join(group_path, group_name, file)\n                        if (\n                            file_type == \"dir\"\n                            and os.path.isdir(full_path)\n                            and file != \"__pycache__\"\n                        ):\n                            files.append(file)\n                        elif file_type == \"file\" and file.endswith(\".yaml\"):\n                            files.append(file[0 : -len(\".yaml\")])\n\n            options.extend(files)\n        return options\n\n    def _merge_config(self, cfg, family, name, required):\n\n        if family != \"\":\n            new_cfg = \"{}/{}\".format(family, name)\n        else:\n            new_cfg = name\n\n        loaded_cfg = self._load_config_impl(new_cfg)\n        if loaded_cfg is None:\n            if required:\n                if family == \"\":\n                    msg = \"Could not load {}\".format(new_cfg)\n                    raise MissingConfigException(msg, new_cfg)\n                else:",
  "start_line": 221,
  "end_line": 300,
  "total_lines": 453,
  "is_truncated": false,
  "budget_warning": "Only 9 tool call(s) remaining (21/30 used). Finalize your edits and call submit_patch soon."
}

{
  "status": "ok",
  "filepath": "hydra/_internal/config_loader.py",
  "content": "                    options = self.get_group_options(family)\n                    if options:\n                        msg = \"Could not load {}, available options:\\n{}:\\n\\t{}\".format(\n                            new_cfg, family, \"\\n\\t\".join(options)\n                        )\n                    else:\n                        msg = \"Could not load {}\".format(new_cfg)\n                    raise MissingConfigException(msg, new_cfg, options)\n            else:\n                return cfg\n\n        else:\n            return OmegaConf.merge(cfg, loaded_cfg)\n\n        assert False\n\n    @staticmethod\n    def _split_module_and_resource(filename):\n        sep = filename.find(\"/\")\n        if sep == -1:\n            module_name = filename\n            resource_name = \"\"\n        else:\n            module_name = filename[0:sep]\n            resource_name = filename[sep + 1 :]\n        if module_name == \"\":\n            # if we have a module a module only, dirname would return nothing and basename would return the module.\n            module_name = resource_name\n            resource_name = \"\"\n\n        return module_name, resource_name\n\n    @staticmethod\n    def _exists(is_pkg, filename):\n        if is_pkg:\n            module_name, resource_name = ConfigLoader._split_module_and_resource(\n                filename\n            )\n            try:\n                ret = resource_exists(module_name, resource_name)\n            except ImportError:\n                ret = False\n            except ValueError:  # Python 2.7 throws ValueError empty module name sometimes.\n                ret = False\n            except NotImplementedError:\n                raise NotImplementedError(\n                    \"Unable to load {}/{}, are you missing an __init__.py?\".format(\n                        module_name, resource_name\n                    )\n                )\n            # Uncomment to debug issues with configs not getting loaded.\n            # WARNING: breaks integration tests that relies on specified output from the process.\n            # print(\"_exists? {}, {} == {}\".format(module_name, resource_name, ret))\n            return ret\n        else:\n            return os.path.exists(filename)\n\n    def _merge_defaults(self, cfg, defaults, split_at):\n        def get_filename(config_name):\n            filename, ext = os.path.splitext(config_name)\n            if ext == \"\":\n                ext = \".yaml\"\n            return \"{}{}\".format(filename, ext)\n\n        def merge_defaults(merged_cfg, def_list):\n            cfg_with_list = OmegaConf.create(dict(defaults=def_list))\n            for default1 in cfg_with_list.defaults:\n                if isinstance(default1, DictConfig):\n                    is_optional = False\n                    if default1.optional is not None:\n                        is_optional = default1.optional\n                        del default1[\"optional\"]\n                    family = next(iter(default1.keys()))\n                    name = default1[family]\n                    # Name is none if default value is removed\n                    if name is not None and \"_SKIP_\" not in name:\n                        merged_cfg = self._merge_config(\n                            cfg=merged_cfg,\n                            family=family,\n                            name=get_filename(name),\n                            required=not is_optional,\n                        )\n                else:\n                    assert isinstance(default1, str)\n                    if \"_SKIP_\" not in default1:\n                        merged_cfg = self._merge_config(\n                            cfg=merged_cfg,\n                            family=\"\",\n                            name=get_filename(default1),\n                            required=True,\n                        )\n            return merged_cfg\n\n        system_list = []\n        user_list = []\n        for default in defaults:\n            if len(system_list) < split_at:\n                system_list.append(default)\n            else:\n                user_list.append(default)",
  "start_line": 301,
  "end_line": 400,
  "total_lines": 453,
  "is_truncated": false,
  "budget_warning": "Only 8 tool call(s) remaining (22/30 used). Finalize your edits and call submit_patch soon."
}