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import json
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from os import path
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from pathlib import Path
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from flask import current_app
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from services.rag_pipeline.pipeline_template.pipeline_template_base import PipelineTemplateRetrievalBase
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from services.rag_pipeline.pipeline_template.pipeline_template_type import PipelineTemplateType
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class BuiltInPipelineTemplateRetrieval(PipelineTemplateRetrievalBase):
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"""
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Retrieval pipeline template from built-in, the location is constants/pipeline_templates.json
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"""
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builtin_data: dict | None = None
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def get_type(self) -> str:
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return PipelineTemplateType.BUILTIN
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def get_pipeline_templates(self, language: str) -> dict:
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result = self.fetch_pipeline_templates_from_builtin(language)
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return result
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def get_pipeline_template_detail(self, template_id: str):
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result = self.fetch_pipeline_template_detail_from_builtin(template_id)
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return result
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@classmethod
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def _get_builtin_data(cls) -> dict:
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"""
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Get builtin data.
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:return:
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"""
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if cls.builtin_data:
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return cls.builtin_data
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root_path = current_app.root_path
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cls.builtin_data = json.loads(
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Path(path.join(root_path, "constants", "pipeline_templates.json")).read_text(encoding="utf-8")
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)
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return cls.builtin_data or {}
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@classmethod
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def fetch_pipeline_templates_from_builtin(cls, language: str) -> dict:
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"""
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Fetch pipeline templates from builtin.
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:param language: language
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:return:
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"""
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builtin_data: dict[str, dict[str, dict]] = cls._get_builtin_data()
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return builtin_data.get("pipeline_templates", {}).get(language, {})
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@classmethod
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def fetch_pipeline_template_detail_from_builtin(cls, template_id: str) -> dict | None:
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"""
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Fetch pipeline template detail from builtin.
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:param template_id: Template ID
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:return:
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"""
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builtin_data: dict[str, dict[str, dict]] = cls._get_builtin_data()
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return builtin_data.get("pipeline_templates", {}).get(template_id)
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