feat: support metadata condition filter string array (#23111)
Signed-off-by: kenwoodjw <blackxin55+@gmail.com>
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@@ -74,6 +74,8 @@ SupportedComparisonOperator = Literal[
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"is not",
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"empty",
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"not empty",
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"in",
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"not in",
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# for number
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"=",
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"≠",
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@@ -602,6 +602,28 @@ class KnowledgeRetrievalNode(BaseNode):
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**{key: metadata_name, key_value: f"%{value}"}
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)
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)
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case "in":
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if isinstance(value, str):
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escaped_values = [v.strip().replace("'", "''") for v in str(value).split(",")]
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escaped_value_str = ",".join(escaped_values)
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else:
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escaped_value_str = str(value)
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filters.append(
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(text(f"documents.doc_metadata ->> :{key} = any(string_to_array(:{key_value},','))")).params(
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**{key: metadata_name, key_value: escaped_value_str}
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)
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)
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case "not in":
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if isinstance(value, str):
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escaped_values = [v.strip().replace("'", "''") for v in str(value).split(",")]
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escaped_value_str = ",".join(escaped_values)
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else:
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escaped_value_str = str(value)
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filters.append(
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(text(f"documents.doc_metadata ->> :{key} != all(string_to_array(:{key_value},','))")).params(
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**{key: metadata_name, key_value: escaped_value_str}
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)
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)
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case "=" | "is":
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if isinstance(value, str):
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filters.append(Document.doc_metadata[metadata_name] == f'"{value}"')
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