mirror of
https://github.com/infiniflow/ragflow.git
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62f94cd59b
## Summary - Add knowledge compilation template APIs, services, and builtin template seed data - Add advanced knowledge compile structure/artifact/RAPTOR workflow support - Update parsing, dataset/document APIs, and supporting services for compilation workflows
232 lines
9.0 KiB
Python
232 lines
9.0 KiB
Python
#
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# Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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import logging
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import os
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from peewee import fn
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from ruamel.yaml import YAML
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from api.db.db_models import CompilationTemplate, DB
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from api.db.services.common_service import CommonService
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from common.constants import StatusEnum
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from common.file_utils import get_project_base_directory
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class CompilationTemplateService(CommonService):
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model = CompilationTemplate
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@classmethod
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def fill_config_default_llm(cls, config: dict, tenant_id: str | None) -> dict:
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if not isinstance(config, dict) or config.get("llm_id") or not tenant_id:
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return config
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try:
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from api.db.services.user_service import TenantService
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ok, tenant = TenantService.get_by_id(tenant_id)
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if ok and getattr(tenant, "llm_id", None):
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config = dict(config)
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config["llm_id"] = tenant.llm_id
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except Exception:
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logging.exception(
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"compilation_template: llm_id default-fill lookup failed for tenant=%s",
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tenant_id,
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)
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return config
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@classmethod
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def fill_default_llm_for_templates(cls, templates: list[dict], tenant_id: str | None) -> list[dict]:
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if not tenant_id:
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return templates
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filled = []
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for template in templates:
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item = dict(template)
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item["config"] = cls.fill_config_default_llm(item.get("config") or {}, tenant_id)
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filled.append(item)
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return filled
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@classmethod
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def _sort_builtins(cls, templates: list[dict]) -> list[dict]:
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return sorted(
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templates,
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key=lambda template: (
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template.get("kind") == "empty" or template.get("id") == "empty",
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template.get("display_name") or template.get("name") or "",
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),
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)
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@classmethod
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@DB.connection_context()
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def ensure_table(cls) -> None:
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if not cls.model.table_exists():
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cls.model.create_table(safe=True)
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@classmethod
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def _to_saved_dict(cls, template: CompilationTemplate) -> dict:
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data = template.to_dict()
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config = data.get("config") or {}
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# Lazy-fill llm_id with the tenant's default chat model so the
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# frontend always sees a value (legacy templates predate the
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# field). The DB row is left untouched — this is a read-side
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# default. If the tenant has no default chat model set,
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# silently leave llm_id absent and let the caller fall back
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# however it likes.
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if isinstance(config, dict) and not config.get("llm_id"):
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tenant_id = data.get("tenant_id")
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if tenant_id:
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try:
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from api.db.services.user_service import TenantService
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ok, tenant = TenantService.get_by_id(tenant_id)
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if ok and getattr(tenant, "llm_id", None):
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config = dict(config)
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config["llm_id"] = tenant.llm_id
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except Exception:
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logging.exception(
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"compilation_template: llm_id lazy-fill lookup failed for tenant=%s",
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tenant_id,
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)
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return {
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"id": data["id"],
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"name": data["name"],
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"description": data.get("description") or "",
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"kind": data["kind"],
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"config": cls.fill_config_default_llm(config, data.get("tenant_id")),
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"create_time": data.get("create_time"),
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"update_time": data.get("update_time"),
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}
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@classmethod
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def _to_builtin_dict(cls, template: CompilationTemplate) -> dict:
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data = template.to_dict()
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return {
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"id": data["id"],
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"kind": data["kind"],
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"display_name": data["name"],
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"description": data.get("description") or "",
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"config": data.get("config") or {},
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}
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@classmethod
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@DB.connection_context()
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def list_saved(cls, tenant_id: str, keywords: str = "", kind: str = "", orderby: str = "create_time", desc: bool = True) -> list[dict]:
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query = cls.model.select().where(
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cls.model.tenant_id == tenant_id,
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not cls.model.is_builtin,
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cls.model.status == StatusEnum.VALID.value,
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)
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if keywords:
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query = query.where(cls.model.name.contains(keywords))
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if kind:
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query = query.where(cls.model.kind == kind)
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if not hasattr(cls.model, orderby):
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orderby = "create_time"
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order_field = getattr(cls.model, orderby)
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query = query.order_by(order_field.desc() if desc else order_field.asc())
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return [cls._to_saved_dict(template) for template in query]
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@classmethod
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@DB.connection_context()
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def list_builtins(cls) -> list[dict]:
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cls.ensure_table()
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query = cls.model.select().where(cls.model.is_builtin, cls.model.status == StatusEnum.VALID.value).order_by(cls.model.create_time.asc(), cls.model.name.asc())
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return cls._sort_builtins([cls._to_builtin_dict(template) for template in query])
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@classmethod
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@DB.connection_context()
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def get_saved(cls, template_id: str, tenant_id: str) -> dict | None:
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template = cls.model.get_or_none(
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cls.model.id == template_id,
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cls.model.tenant_id == tenant_id,
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not cls.model.is_builtin,
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cls.model.status == StatusEnum.VALID.value,
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)
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return cls._to_saved_dict(template) if template else None
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@classmethod
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@DB.connection_context()
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def name_exists(cls, tenant_id: str, name: str, exclude_id: str = "") -> bool:
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query = cls.model.select(fn.COUNT(cls.model.id)).where(
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cls.model.tenant_id == tenant_id,
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cls.model.name == name,
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not cls.model.is_builtin,
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cls.model.status == StatusEnum.VALID.value,
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)
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if exclude_id:
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query = query.where(cls.model.id != exclude_id)
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return query.scalar() > 0
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@classmethod
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@DB.connection_context()
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def upsert_builtin(cls, template: dict) -> None:
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template_id = template["id"]
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existing = cls.model.get_or_none(cls.model.id == template_id)
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data = {
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"id": template_id,
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"tenant_id": None,
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"name": template["name"],
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"description": template.get("description", ""),
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"kind": template["kind"],
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"config": template["config"],
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"is_builtin": True,
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"status": StatusEnum.VALID.value,
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}
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if existing:
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cls.update_by_id(template_id, data)
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else:
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cls.insert(**data)
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@classmethod
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def seed_builtins_from_files(cls) -> None:
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cls.ensure_table()
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for template in cls.load_builtins_from_files():
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cls.upsert_builtin(template)
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@classmethod
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def load_builtins_from_files(cls) -> list[dict]:
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template_dir = os.path.join(get_project_base_directory(), "api", "db", "init_data", "compilation_templates")
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if not os.path.exists(template_dir):
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logging.warning("Missing compilation templates: %s", template_dir)
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return []
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templates = []
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yaml = YAML(typ="safe", pure=True)
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for filename in sorted(os.listdir(template_dir)):
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if not filename.endswith((".yaml", ".yml")):
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continue
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template_path = os.path.join(template_dir, filename)
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try:
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with open(template_path, "r", encoding="utf-8") as f:
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template = yaml.load(f) or {}
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kind = template.get("kind")
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display_name = template.get("display_name")
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config = template.get("config")
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if not kind or not display_name or not isinstance(config, dict):
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logging.warning("Skipping invalid compilation template file: %s", template_path)
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continue
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templates.append(
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{
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"id": os.path.splitext(filename)[0],
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"name": display_name,
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"description": template.get("description", ""),
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"kind": kind,
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"config": config,
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}
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)
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except Exception as e:
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logging.exception("Add compilation template error for %s: %s", template_path, e)
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return cls._sort_builtins(templates)
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