refact!: Remove symbols under the haystack.document_stores namespace (#6714)

* remove symbols under the haystack.document_stores namespace

* Update haystack/document_stores/types/protocol.py

Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>

* fix

* same for retrievers

* leftovers

* more leftovers

* add relnote

* leftovers

* one more

* fix examples

---------

Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>

docs/pydoc/config/retriever.yml

@@ -1,7 +1,7 @@
 loaders:
   - type: loaders.CustomPythonLoader
-    search_path: [../../../haystack/components/retrievers]
-    modules: ["in_memory_bm25_retriever", "in_memory_embedding_retriever"]
+    search_path: [../../../haystack/components/retrievers/in_memory]
+    modules: ["bm25_retriever", "embedding_retriever"]
     ignore_when_discovered: ["__init__"]
 processors:
   - type: filter

e2e/pipelines/test_dense_doc_search.py

@@ -7,8 +7,8 @@ from haystack.components.preprocessors import DocumentCleaner, DocumentSplitter
 from haystack.components.routers import FileTypeRouter
 from haystack.components.joiners import DocumentJoiner
 from haystack.components.writers import DocumentWriter
-from haystack.document_stores import InMemoryDocumentStore
-from haystack.components.retrievers import InMemoryEmbeddingRetriever
+from haystack.document_stores.in_memory import InMemoryDocumentStore
+from haystack.components.retrievers.in_memory import InMemoryEmbeddingRetriever
 
 
 def test_dense_doc_search_pipeline(tmp_path, samples_path):

e2e/pipelines/test_eval_dense_doc_search.py

@@ -2,12 +2,12 @@ from haystack import Pipeline
 from haystack.components.converters import PyPDFToDocument, TextFileToDocument
 from haystack.components.embedders import SentenceTransformersDocumentEmbedder, SentenceTransformersTextEmbedder
 from haystack.components.preprocessors import DocumentCleaner, DocumentSplitter
-from haystack.components.retrievers import InMemoryEmbeddingRetriever
+from haystack.components.retrievers.in_memory import InMemoryEmbeddingRetriever
 from haystack.components.routers import FileTypeRouter
 from haystack.components.joiners import DocumentJoiner
 from haystack.components.writers import DocumentWriter
 from haystack.dataclasses import Document
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.evaluation.eval import eval
 
 

e2e/pipelines/test_eval_extractive_qa_pipeline.py

@@ -2,9 +2,9 @@ import json
 
 from haystack import Pipeline
 from haystack.components.readers import ExtractiveReader
-from haystack.components.retrievers import InMemoryBM25Retriever
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
 from haystack.dataclasses import Document, ExtractedAnswer
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.evaluation.eval import eval
 from haystack.evaluation.metrics import Metric
 

e2e/pipelines/test_eval_hybrid_doc_search_pipeline.py

@@ -1,9 +1,9 @@
 from haystack import Document, Pipeline
 from haystack.components.embedders import SentenceTransformersTextEmbedder
 from haystack.components.rankers import TransformersSimilarityRanker
-from haystack.components.retrievers import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
 from haystack.components.joiners.document_joiner import DocumentJoiner
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.evaluation.eval import eval
 
 

e2e/pipelines/test_eval_rag_pipelines.py

@@ -5,10 +5,10 @@ from haystack.components.builders.answer_builder import AnswerBuilder
 from haystack.components.builders.prompt_builder import PromptBuilder
 from haystack.components.embedders import SentenceTransformersDocumentEmbedder, SentenceTransformersTextEmbedder
 from haystack.components.generators import HuggingFaceLocalGenerator
-from haystack.components.retrievers import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
 from haystack.components.writers import DocumentWriter
 from haystack.dataclasses import Document
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.evaluation.eval import eval
 from haystack.evaluation.metrics import Metric
 

e2e/pipelines/test_extractive_qa_pipeline.py

@@ -1,8 +1,8 @@
 import json
 
 from haystack import Pipeline, Document
-from haystack.document_stores import InMemoryDocumentStore
-from haystack.components.retrievers import InMemoryBM25Retriever
+from haystack.document_stores.in_memory import InMemoryDocumentStore
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
 from haystack.components.readers import ExtractiveReader
 
 

e2e/pipelines/test_hybrid_doc_search_pipeline.py

@@ -4,8 +4,8 @@ from haystack import Pipeline, Document
 from haystack.components.embedders import SentenceTransformersTextEmbedder
 from haystack.components.rankers import TransformersSimilarityRanker
 from haystack.components.joiners.document_joiner import DocumentJoiner
-from haystack.document_stores import InMemoryDocumentStore
-from haystack.components.retrievers import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
+from haystack.document_stores.in_memory import InMemoryDocumentStore
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
 
 
 def test_hybrid_doc_search_pipeline(tmp_path):

e2e/pipelines/test_preprocessing_pipeline.py

@@ -7,7 +7,7 @@ from haystack.components.preprocessors import DocumentSplitter, DocumentCleaner
 from haystack.components.classifiers import DocumentLanguageClassifier
 from haystack.components.routers import FileTypeRouter, MetadataRouter
 from haystack.components.writers import DocumentWriter
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 def test_preprocessing_pipeline(tmp_path):

e2e/pipelines/test_rag_pipelines.py

@@ -3,9 +3,9 @@ import json
 import pytest
 
 from haystack import Pipeline, Document
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.components.writers import DocumentWriter
-from haystack.components.retrievers import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever, InMemoryEmbeddingRetriever
 from haystack.components.embedders import SentenceTransformersTextEmbedder, SentenceTransformersDocumentEmbedder
 from haystack.components.generators import OpenAIGenerator
 from haystack.components.builders.answer_builder import AnswerBuilder

examples/getting_started/rag.py

@@ -1,6 +1,6 @@
 import os
 from haystack import Document
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.pipeline_utils import build_rag_pipeline
 
 API_KEY = "SET YOUR OPENAI API KEY HERE"

examples/getting_started/rag_custom_data.py

@@ -1,4 +1,4 @@
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.pipeline_utils import build_rag_pipeline, build_indexing_pipeline
 from haystack.pipeline_utils.indexing import download_files
 

examples/pipelines/indexing_pipeline.py

@@ -7,7 +7,7 @@ from haystack.components.preprocessors import DocumentCleaner, DocumentSplitter
 from haystack.components.routers import FileTypeRouter
 from haystack.components.joiners import DocumentJoiner
 from haystack.components.writers import DocumentWriter
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 # Create components and an indexing pipeline that converts txt and pdf files to documents, cleans and splits them, and

examples/pipelines/indexing_pipeline_with_meta.py

@@ -6,9 +6,10 @@ from haystack import Pipeline
 from haystack.components.others import Multiplexer
 from haystack.components.converters import PyPDFToDocument, TextFileToDocument
 from haystack.components.preprocessors import DocumentCleaner, DocumentSplitter
-from haystack.components.routers import FileTypeRouter, DocumentJoiner
+from haystack.components.routers import FileTypeRouter
+from haystack.components.joiners import DocumentJoiner
 from haystack.components.writers import DocumentWriter
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 document_store = InMemoryDocumentStore()

examples/pipelines/rag_pipeline.py

@@ -1,7 +1,7 @@
 import os
 from haystack import Pipeline, Document
-from haystack.document_stores import InMemoryDocumentStore
-from haystack.components.retrievers import InMemoryBM25Retriever
+from haystack.document_stores.in_memory import InMemoryDocumentStore
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
 from haystack.components.generators import OpenAIGenerator
 from haystack.components.builders.answer_builder import AnswerBuilder
 from haystack.components.builders.prompt_builder import PromptBuilder

examples/rag/rag_self_correction.py

@@ -3,14 +3,14 @@ from typing import List, Any, Optional, Dict
 import logging
 from pprint import pprint
 
-from canals.component.types import Variadic
 from haystack import Pipeline, Document, component, default_to_dict, default_from_dict, DeserializationError
-from haystack.document_stores import InMemoryDocumentStore
-from haystack.components.retrievers import InMemoryBM25Retriever
+from haystack.document_stores.in_memory import InMemoryDocumentStore
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
 from haystack.components.generators import OpenAIGenerator
 from haystack.components.builders.prompt_builder import PromptBuilder
 from haystack.components.others import Multiplexer
 from haystack.components.routers.conditional_router import ConditionalRouter
+from haystack.core.component.types import Variadic
 
 
 logging.getLogger().setLevel(logging.DEBUG)
@@ -64,7 +64,7 @@ class PaginatedRetriever:
 
         if self.retrieved_documents is None:
             self.retrieved_documents = self.retriever.run(
-                query=query[0], filters=filters, top_k=top_k, scale_score=scale_score
+                query=query[0], filters=filters, top_k=top_k, scale_score=scale_score  # type: ignore
             )["documents"]
 
         if not self.retrieved_documents:

examples/retrievers/in_memory_bm25_documentsearch.py

@@ -1,6 +1,6 @@
 from haystack import Document
-from haystack.components.retrievers import InMemoryBM25Retriever
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.pipeline import Pipeline
 
 # Create components and a query pipeline

examples/retrievers/in_memory_bm25_rag.py

@@ -6,8 +6,8 @@ from haystack import Pipeline
 from haystack.components.builders.answer_builder import AnswerBuilder
 from haystack.components.builders.prompt_builder import PromptBuilder
 from haystack.components.generators import OpenAIGenerator
-from haystack.components.retrievers import InMemoryBM25Retriever
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 # Create a RAG query pipeline
 prompt_template = """

haystack/components/caching/cache_checker.py

@@ -5,7 +5,7 @@ import importlib
 import logging
 
 from haystack import component, Document, default_from_dict, default_to_dict, DeserializationError
-from haystack.document_stores import DocumentStore
+from haystack.document_stores.types import DocumentStore
 
 
 logger = logging.getLogger(__name__)

haystack/components/retrievers/__init__.py

@@ -1,4 +0,0 @@
-from haystack.components.retrievers.in_memory_bm25_retriever import InMemoryBM25Retriever
-from haystack.components.retrievers.in_memory_embedding_retriever import InMemoryEmbeddingRetriever
-
-__all__ = ["InMemoryBM25Retriever", "InMemoryEmbeddingRetriever"]

haystack/components/retrievers/in_memory/__init__.py

@@ -0,0 +1,4 @@
+from haystack.components.retrievers.in_memory.bm25_retriever import InMemoryBM25Retriever
+from haystack.components.retrievers.in_memory.embedding_retriever import InMemoryEmbeddingRetriever
+
+__all__ = ["InMemoryBM25Retriever", "InMemoryEmbeddingRetriever"]

haystack/components/retrievers/in_memory/bm25_retriever.py

@@ -1,7 +1,7 @@
 from typing import Dict, List, Any, Optional
 
 from haystack import component, Document, default_to_dict, default_from_dict, DeserializationError
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 @component

haystack/components/retrievers/in_memory/embedding_retriever.py

@@ -1,7 +1,7 @@
 from typing import Dict, List, Any, Optional
 
 from haystack import component, Document, default_to_dict, default_from_dict, DeserializationError
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 @component

haystack/components/writers/document_writer.py

@@ -4,7 +4,7 @@ import importlib
 import logging
 
 from haystack import component, Document, default_from_dict, default_to_dict, DeserializationError
-from haystack.document_stores import DocumentStore, DuplicatePolicy
+from haystack.document_stores.types import DocumentStore, DuplicatePolicy
 
 logger = logging.getLogger(__name__)
 

haystack/document_stores/__init__.py

@@ -1,12 +0,0 @@
-from haystack.document_stores.protocol import DocumentStore, DuplicatePolicy
-from haystack.document_stores.in_memory.document_store import InMemoryDocumentStore
-from haystack.document_stores.errors import DocumentStoreError, DuplicateDocumentError, MissingDocumentError
-
-__all__ = [
-    "DocumentStore",
-    "DuplicatePolicy",
-    "InMemoryDocumentStore",
-    "DocumentStoreError",
-    "DuplicateDocumentError",
-    "MissingDocumentError",
-]

haystack/document_stores/errors/__init__.py

@@ -0,0 +1,3 @@
+from .errors import DocumentStoreError, DuplicateDocumentError, MissingDocumentError
+
+__all__ = ["DocumentStoreError", "DuplicateDocumentError", "MissingDocumentError"]

haystack/document_stores/in_memory/document_store.py

@@ -9,7 +9,7 @@ from tqdm.auto import tqdm
 
 from haystack import default_from_dict, default_to_dict
 from haystack.dataclasses import Document
-from haystack.document_stores.protocol import DuplicatePolicy
+from haystack.document_stores.types import DuplicatePolicy
 from haystack.utils.filters import document_matches_filter, convert
 from haystack.document_stores.errors import DuplicateDocumentError, DocumentStoreError
 from haystack.utils import expit

haystack/document_stores/types/__init__.py

@@ -0,0 +1,4 @@
+from .protocol import DocumentStore
+from .policy import DuplicatePolicy
+
+__all__ = ["DocumentStore", "DuplicatePolicy"]

haystack/document_stores/types/policy.py

@@ -0,0 +1,8 @@
+from enum import Enum
+
+
+class DuplicatePolicy(Enum):
+    NONE = "none"
+    SKIP = "skip"
+    OVERWRITE = "overwrite"
+    FAIL = "fail"

haystack/document_stores/types/protocol.py

@@ -1,9 +1,9 @@
 from typing import Protocol, Optional, Dict, Any, List
 import logging
-from enum import Enum
 
 from haystack.dataclasses import Document
 
+from haystack.document_stores.types.policy import DuplicatePolicy
 
 # Ellipsis are needed for the type checker, it's safe to disable module-wide
 # pylint: disable=unnecessary-ellipsis
@@ -11,13 +11,6 @@ from haystack.dataclasses import Document
 logger = logging.getLogger(__name__)
 
 
-class DuplicatePolicy(Enum):
-    NONE = "none"
-    SKIP = "skip"
-    OVERWRITE = "overwrite"
-    FAIL = "fail"
-
-
 class DocumentStore(Protocol):
     """
     Stores Documents to be used by the components of a Pipeline.

haystack/pipeline_utils/indexing.py

@@ -14,7 +14,7 @@ from haystack.components.preprocessors import DocumentCleaner, DocumentSplitter
 from haystack.components.routers import FileTypeRouter
 from haystack.components.joiners import DocumentJoiner
 from haystack.components.writers import DocumentWriter
-from haystack.document_stores.protocol import DocumentStore
+from haystack.document_stores.types import DocumentStore
 
 
 def download_files(sources: List[str]) -> List[str]:

haystack/pipeline_utils/rag.py

@@ -9,9 +9,10 @@ from haystack.components.builders.answer_builder import AnswerBuilder
 from haystack.components.builders.prompt_builder import PromptBuilder
 from haystack.components.embedders import SentenceTransformersTextEmbedder
 from haystack.components.generators import OpenAIGenerator, HuggingFaceTGIGenerator
-from haystack.components.retrievers import InMemoryEmbeddingRetriever
+from haystack.components.retrievers.in_memory import InMemoryEmbeddingRetriever
 from haystack.dataclasses import Answer
-from haystack.document_stores import InMemoryDocumentStore, DocumentStore
+from haystack.document_stores.types import DocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 def build_rag_pipeline(

haystack/testing/document_store.py

@@ -7,7 +7,7 @@ import pytest
 import pandas as pd
 
 from haystack.dataclasses import Document
-from haystack.document_stores import DocumentStore, DuplicatePolicy
+from haystack.document_stores.types import DocumentStore, DuplicatePolicy
 from haystack.document_stores.errors import DuplicateDocumentError
 from haystack.errors import FilterError
 

haystack/testing/factory.py

@@ -1,7 +1,7 @@
 from typing import Any, Dict, Optional, Tuple, Type, List, Union
 
 from haystack.dataclasses import Document
-from haystack.document_stores import DocumentStore, DuplicatePolicy
+from haystack.document_stores.types import DocumentStore, DuplicatePolicy
 from haystack.core.component import component, Component
 from haystack.core.serialization import default_to_dict, default_from_dict
 

releasenotes/notes/refactor-document-store-namespace-33f4433a2b121efc.yaml

@@ -0,0 +1,17 @@
+---
+upgrade:
+  - |
+    Change the imports for in_memory document store and retrievers from:
+
+        from haystack.document_stores import InMemoryDocumentStore
+        from haystack.components.retrievers import InMemoryEmbeddingRetriever
+
+    to:
+
+        from haystack.document_stores.in_memory import InMemoryDocumentStore
+        from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
+
+enhancements:
+  - |
+    Stop exposing `in_memory` package symbols in the `haystack.document_store` and
+    `haystack.components.retrievers` root namespaces.

test/components/retrievers/test_in_memory_bm25_retriever.py

@@ -4,9 +4,9 @@ import pytest
 
 from haystack import Pipeline, DeserializationError
 from haystack.testing.factory import document_store_class
-from haystack.components.retrievers.in_memory_bm25_retriever import InMemoryBM25Retriever
+from haystack.components.retrievers.in_memory import InMemoryBM25Retriever
 from haystack.dataclasses import Document
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 @pytest.fixture()
@@ -47,7 +47,7 @@ class TestMemoryBM25Retriever:
 
         data = component.to_dict()
         assert data == {
-            "type": "haystack.components.retrievers.in_memory_bm25_retriever.InMemoryBM25Retriever",
+            "type": "haystack.components.retrievers.in_memory.bm25_retriever.InMemoryBM25Retriever",
             "init_parameters": {
                 "document_store": {"type": "MyFakeStore", "init_parameters": {}},
                 "filters": None,
@@ -65,7 +65,7 @@ class TestMemoryBM25Retriever:
         )
         data = component.to_dict()
         assert data == {
-            "type": "haystack.components.retrievers.in_memory_bm25_retriever.InMemoryBM25Retriever",
+            "type": "haystack.components.retrievers.in_memory.bm25_retriever.InMemoryBM25Retriever",
             "init_parameters": {
                 "document_store": serialized_ds,
                 "filters": {"name": "test.txt"},
@@ -78,7 +78,7 @@ class TestMemoryBM25Retriever:
 
     def test_from_dict(self):
         data = {
-            "type": "haystack.components.retrievers.in_memory_bm25_retriever.InMemoryBM25Retriever",
+            "type": "haystack.components.retrievers.in_memory.bm25_retriever.InMemoryBM25Retriever",
             "init_parameters": {
                 "document_store": {
                     "type": "haystack.document_stores.in_memory.document_store.InMemoryDocumentStore",
@@ -106,7 +106,7 @@ class TestMemoryBM25Retriever:
 
     def test_from_dict_nonexisting_docstore(self):
         data = {
-            "type": "haystack.components.retrievers.in_memory_bm25_retriever.InMemoryBM25Retriever",
+            "type": "haystack.components.retrievers.in_memory.bm25_retriever.InMemoryBM25Retriever",
             "init_parameters": {"document_store": {"type": "Nonexisting.Docstore", "init_parameters": {}}},
         }
         with pytest.raises(DeserializationError):

test/components/retrievers/test_in_memory_embedding_retriever.py

@@ -5,9 +5,9 @@ import numpy as np
 
 from haystack import Pipeline, DeserializationError
 from haystack.testing.factory import document_store_class
-from haystack.components.retrievers.in_memory_embedding_retriever import InMemoryEmbeddingRetriever
+from haystack.components.retrievers.in_memory.embedding_retriever import InMemoryEmbeddingRetriever
 from haystack.dataclasses import Document
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 class TestMemoryEmbeddingRetriever:
@@ -37,7 +37,7 @@ class TestMemoryEmbeddingRetriever:
 
         data = component.to_dict()
         assert data == {
-            "type": "haystack.components.retrievers.in_memory_embedding_retriever.InMemoryEmbeddingRetriever",
+            "type": "haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever",
             "init_parameters": {
                 "document_store": {"type": "test_module.MyFakeStore", "init_parameters": {}},
                 "filters": None,
@@ -60,7 +60,7 @@ class TestMemoryEmbeddingRetriever:
         )
         data = component.to_dict()
         assert data == {
-            "type": "haystack.components.retrievers.in_memory_embedding_retriever.InMemoryEmbeddingRetriever",
+            "type": "haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever",
             "init_parameters": {
                 "document_store": {"type": "test_module.MyFakeStore", "init_parameters": {}},
                 "filters": {"name": "test.txt"},
@@ -72,7 +72,7 @@ class TestMemoryEmbeddingRetriever:
 
     def test_from_dict(self):
         data = {
-            "type": "haystack.components.retrievers.in_memory_embedding_retriever.InMemoryEmbeddingRetriever",
+            "type": "haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever",
             "init_parameters": {
                 "document_store": {
                     "type": "haystack.document_stores.in_memory.document_store.InMemoryDocumentStore",
@@ -90,7 +90,7 @@ class TestMemoryEmbeddingRetriever:
 
     def test_from_dict_without_docstore(self):
         data = {
-            "type": "haystack.components.retrievers.in_memory_embedding_retriever.InMemoryEmbeddingRetriever",
+            "type": "haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever",
             "init_parameters": {},
         }
         with pytest.raises(DeserializationError, match="Missing 'document_store' in serialization data"):
@@ -98,7 +98,7 @@ class TestMemoryEmbeddingRetriever:
 
     def test_from_dict_without_docstore_type(self):
         data = {
-            "type": "haystack.components.retrievers.in_memory_embedding_retriever.InMemoryEmbeddingRetriever",
+            "type": "haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever",
             "init_parameters": {"document_store": {"init_parameters": {}}},
         }
         with pytest.raises(DeserializationError):
@@ -106,7 +106,7 @@ class TestMemoryEmbeddingRetriever:
 
     def test_from_dict_nonexisting_docstore(self):
         data = {
-            "type": "haystack.components.retrievers.in_memory_embedding_retriever.InMemoryEmbeddingRetriever",
+            "type": "haystack.components.retrievers.in_memory.embedding_retriever.InMemoryEmbeddingRetriever",
             "init_parameters": {"document_store": {"type": "Nonexisting.Docstore", "init_parameters": {}}},
         }
         with pytest.raises(DeserializationError):

test/components/writers/test_document_writer.py

@@ -3,7 +3,7 @@ import pytest
 from haystack import Document, DeserializationError
 from haystack.testing.factory import document_store_class
 from haystack.components.writers.document_writer import DocumentWriter
-from haystack.document_stores import DuplicatePolicy
+from haystack.document_stores.types import DuplicatePolicy
 from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 

test/document_stores/test_in_memory.py

@@ -5,9 +5,8 @@ import pandas as pd
 import pytest
 
 from haystack import Document
-from haystack.document_stores import InMemoryDocumentStore, DocumentStoreError, DuplicatePolicy, DuplicateDocumentError
-
-
+from haystack.document_stores.in_memory import InMemoryDocumentStore
+from haystack.document_stores.errors import DocumentStoreError, DuplicateDocumentError
 from haystack.testing.document_store import DocumentStoreBaseTests
 
 

test/pipelines/test_indexing_pipeline.py

@@ -3,7 +3,7 @@ import os
 import pytest
 
 from haystack.pipeline_utils.indexing import build_indexing_pipeline
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 
 
 class TestIndexingPipeline:

test/pipelines/test_rag_pipelines.py

@@ -3,7 +3,7 @@ import os
 import pytest
 
 from haystack.dataclasses import Answer
-from haystack.document_stores import InMemoryDocumentStore
+from haystack.document_stores.in_memory import InMemoryDocumentStore
 from haystack.pipeline_utils.rag import build_rag_pipeline
 from haystack.testing.factory import document_store_class