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44 lines
1.6 KiB
Python
44 lines
1.6 KiB
Python
from flask_restx import Resource, fields
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from controllers.console import api, console_ns
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from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase
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from controllers.console.wraps import (
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account_initialization_required,
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cloud_edition_billing_rate_limit_check,
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setup_required,
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)
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from libs.login import login_required
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@console_ns.route("/datasets/<uuid:dataset_id>/hit-testing")
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class HitTestingApi(Resource, DatasetsHitTestingBase):
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@api.doc("test_dataset_retrieval")
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@api.doc(description="Test dataset knowledge retrieval")
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@api.doc(params={"dataset_id": "Dataset ID"})
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@api.expect(
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api.model(
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"HitTestingRequest",
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{
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"query": fields.String(required=True, description="Query text for testing"),
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"retrieval_model": fields.Raw(description="Retrieval model configuration"),
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"top_k": fields.Integer(description="Number of top results to return"),
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"score_threshold": fields.Float(description="Score threshold for filtering results"),
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},
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)
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)
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@api.response(200, "Hit testing completed successfully")
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@api.response(404, "Dataset not found")
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@api.response(400, "Invalid parameters")
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@setup_required
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@login_required
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@account_initialization_required
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@cloud_edition_billing_rate_limit_check("knowledge")
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def post(self, dataset_id):
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dataset_id_str = str(dataset_id)
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dataset = self.get_and_validate_dataset(dataset_id_str)
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args = self.parse_args()
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self.hit_testing_args_check(args)
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return self.perform_hit_testing(dataset, args)
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