dify
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import logging
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import httpx
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from configs import dify_config
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from services.rag_pipeline.pipeline_template.database.database_retrieval import DatabasePipelineTemplateRetrieval
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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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logger = logging.getLogger(__name__)
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class RemotePipelineTemplateRetrieval(PipelineTemplateRetrievalBase):
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"""
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Retrieval recommended app from dify official
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"""
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def get_pipeline_template_detail(self, template_id: str):
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try:
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result = self.fetch_pipeline_template_detail_from_dify_official(template_id)
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except Exception as e:
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logger.warning("fetch recommended app detail from dify official failed: %r, switch to database.", e)
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result = DatabasePipelineTemplateRetrieval.fetch_pipeline_template_detail_from_db(template_id)
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return result
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def get_pipeline_templates(self, language: str) -> dict:
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try:
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result = self.fetch_pipeline_templates_from_dify_official(language)
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except Exception as e:
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logger.warning("fetch pipeline templates from dify official failed: %r, switch to database.", e)
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result = DatabasePipelineTemplateRetrieval.fetch_pipeline_templates_from_db(language)
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return result
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def get_type(self) -> str:
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return PipelineTemplateType.REMOTE
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@classmethod
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def fetch_pipeline_template_detail_from_dify_official(cls, template_id: str) -> dict | None:
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"""
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Fetch pipeline template detail from dify official.
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:param template_id: Pipeline ID
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:return:
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"""
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domain = dify_config.HOSTED_FETCH_PIPELINE_TEMPLATES_REMOTE_DOMAIN
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url = f"{domain}/pipeline-templates/{template_id}"
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response = httpx.get(url, timeout=httpx.Timeout(10.0, connect=3.0))
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if response.status_code != 200:
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return None
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data: dict = response.json()
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return data
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@classmethod
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def fetch_pipeline_templates_from_dify_official(cls, language: str) -> dict:
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"""
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Fetch pipeline templates from dify official.
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:param language: language
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:return:
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"""
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domain = dify_config.HOSTED_FETCH_PIPELINE_TEMPLATES_REMOTE_DOMAIN
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url = f"{domain}/pipeline-templates?language={language}"
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response = httpx.get(url, timeout=httpx.Timeout(10.0, connect=3.0))
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if response.status_code != 200:
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raise ValueError(f"fetch pipeline templates failed, status code: {response.status_code}")
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result: dict = response.json()
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return result
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