def test_elasticsearch_custom_fields(elasticsearch_fixture):
client = Elasticsearch()
client.indices.delete(index='haystack_test_custom', ignore=[404])
document_store = ElasticsearchDocumentStore(index="haystack_test_custom", text_field="custom_text_field",
embedding_field="custom_embedding_field")
doc_to_write = {"custom_text_field": "test", "custom_embedding_field": np.random.rand(768).astype(np.float32)}
document_store.write_documents([doc_to_write])
documents = document_store.get_all_documents(return_embedding=True)
assert len(documents) == 1
assert documents[0].text == "test"
np.testing.assert_array_equal(doc_to_write["custom_embedding_field"], documents[0].embedding)
split_respect_sentence_boundary=False,
split_overlap=0)
as4Docs = processor.process(as4)
# print(as4Docs)
for i in range(0, len(as4Docs)):
print(i)
print(":\n")
print(as4Docs[i])
print("---------------")
# ! docker run -d -p 9200:9200 -e "discovery.type=single-node" elasticsearch:7.6.2
from haystack.document_store.elasticsearch import ElasticsearchDocumentStore
document_store = ElasticsearchDocumentStore(host="localhost",
username="",
password="",
index="document")
document_store.delete_all_documents()
document_store.write_documents(as4Docs)
backagain = document_store.get_all_documents()
for i in range(0, len(backagain)):
print(i)
print(":\n")
print(backagain[i])
print("---------------")
