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147 lines
6.0 KiB
Python
147 lines
6.0 KiB
Python
# SPDX-FileCopyrightText: 2022-present deepset GmbH <info@deepset.ai>
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#
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# SPDX-License-Identifier: Apache-2.0
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import pytest
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from haystack import Document
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from haystack.components.writers.document_writer import DocumentWriter
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from haystack.document_stores.in_memory import InMemoryDocumentStore
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from haystack.document_stores.types import DuplicatePolicy
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from haystack.testing.factory import document_store_class
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class TestDocumentWriter:
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def test_to_dict(self):
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mocked_docstore_class = document_store_class("MockedDocumentStore")
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component = DocumentWriter(document_store=mocked_docstore_class())
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data = component.to_dict()
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assert data == {
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"type": "haystack.components.writers.document_writer.DocumentWriter",
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"init_parameters": {
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"document_store": {"type": "haystack.testing.factory.MockedDocumentStore", "init_parameters": {}},
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"policy": "NONE",
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},
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}
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def test_to_dict_with_custom_init_parameters(self):
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mocked_docstore_class = document_store_class("MockedDocumentStore")
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component = DocumentWriter(document_store=mocked_docstore_class(), policy=DuplicatePolicy.SKIP)
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data = component.to_dict()
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assert data == {
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"type": "haystack.components.writers.document_writer.DocumentWriter",
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"init_parameters": {
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"document_store": {"type": "haystack.testing.factory.MockedDocumentStore", "init_parameters": {}},
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"policy": "SKIP",
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},
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}
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def test_from_dict(self):
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data = {
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"type": "haystack.components.writers.document_writer.DocumentWriter",
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"init_parameters": {
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"document_store": {
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"type": "haystack.document_stores.in_memory.document_store.InMemoryDocumentStore",
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"init_parameters": {},
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},
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"policy": "SKIP",
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},
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}
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component = DocumentWriter.from_dict(data)
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assert isinstance(component.document_store, InMemoryDocumentStore)
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assert component.policy == DuplicatePolicy.SKIP
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def test_from_dict_without_policy(self):
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data = {
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"type": "haystack.components.writers.document_writer.DocumentWriter",
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"init_parameters": {
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"document_store": {
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"type": "haystack.document_stores.in_memory.document_store.InMemoryDocumentStore",
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"init_parameters": {},
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}
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},
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}
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component = DocumentWriter.from_dict(data)
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assert isinstance(component.document_store, InMemoryDocumentStore)
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assert component.policy == DuplicatePolicy.NONE
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def test_from_dict_without_docstore(self):
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data = {"type": "haystack.components.writers.document_writer.DocumentWriter", "init_parameters": {}}
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with pytest.raises(TypeError, match="missing 1 required positional argument: 'document_store'"):
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DocumentWriter.from_dict(data)
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def test_from_dict_nonexisting_docstore(self):
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# Use a type whose module passes the deserialization allowlist (haystack.*) but cannot be
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# resolved, so we still exercise the "import failed" code path rather than the allowlist gate.
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data = {
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"type": "haystack.components.writers.document_writer.DocumentWriter",
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"init_parameters": {
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"document_store": {"type": "haystack.does.not.exist.DocumentStore", "init_parameters": {}}
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},
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}
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with pytest.raises(
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ImportError, match=r"Failed to deserialize 'document_store':.*haystack\.does\.not\.exist\.DocumentStore"
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):
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DocumentWriter.from_dict(data)
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def test_run(self, in_memory_doc_store):
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writer = DocumentWriter(in_memory_doc_store)
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documents = [
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Document(content="This is the text of a document."),
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Document(content="This is the text of another document."),
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]
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result = writer.run(documents=documents)
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assert result["documents_written"] == 2
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def test_run_skip_policy(self, in_memory_doc_store):
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writer = DocumentWriter(in_memory_doc_store, policy=DuplicatePolicy.SKIP)
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documents = [
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Document(content="This is the text of a document."),
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Document(content="This is the text of another document."),
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]
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result = writer.run(documents=documents)
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assert result["documents_written"] == 2
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result = writer.run(documents=documents)
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assert result["documents_written"] == 0
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@pytest.mark.asyncio
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async def test_run_async_invalid_docstore(self):
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mocked_docstore_class = document_store_class("MockedDocumentStore")
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writer = DocumentWriter(mocked_docstore_class)
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documents = [
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Document(content="This is the text of a document."),
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Document(content="This is the text of another document."),
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]
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with pytest.raises(TypeError, match="does not provide async support"):
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await writer.run_async(documents=documents)
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@pytest.mark.asyncio
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async def test_run_async(self, in_memory_doc_store):
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writer = DocumentWriter(in_memory_doc_store)
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documents = [
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Document(content="This is the text of a document."),
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Document(content="This is the text of another document."),
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]
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result = await writer.run_async(documents=documents)
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assert result["documents_written"] == 2
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@pytest.mark.asyncio
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async def test_run_async_skip_policy(self, in_memory_doc_store):
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writer = DocumentWriter(in_memory_doc_store, policy=DuplicatePolicy.SKIP)
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documents = [
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Document(content="This is the text of a document."),
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Document(content="This is the text of another document."),
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]
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result = await writer.run_async(documents=documents)
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assert result["documents_written"] == 2
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result = await writer.run_async(documents=documents)
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assert result["documents_written"] == 0
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