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Bug: Snowflake Cortex destination - Chunks get overwritten by the last chunk #38327

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Merged
merged 4 commits into from
May 18, 2024
Merged

Bug: Snowflake Cortex destination - Chunks get overwritten by the last chunk #38327

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198f12c
fix for chunks getting overwritten
bindipankhudi May 17, 2024
84aa2fc
updated doc
bindipankhudi May 17, 2024
7c2f99d
updating poetry.lock
bindipankhudi May 17, 2024
ed3685e
Merge branch 'master' into bindi/snowflake-cortex-unstructured-data-bugs
bindipankhudi May 17, 2024
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17 changes: 9 additions & 8 deletions ...egrations/connectors/destination-snowflake-cortex/destination_snowflake_cortex/indexer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -66,14 +66,15 @@ def _get_airbyte_messsages_from_chunks(
"""Creates Airbyte messages from chunk records."""
airbyte_messages = []
for i, chunk in enumerate(document_chunks):
chunk = document_chunks[i]
message = AirbyteMessage(type=Type.RECORD, record=chunk.record)
new_data = {}
new_data[DOCUMENT_ID_COLUMN] = self._create_document_id(message)
new_data[CHUNK_ID_COLUMN] = str(uuid.uuid4().int)
new_data[METADATA_COLUMN] = chunk.metadata
new_data[DOCUMENT_CONTENT_COLUMN] = chunk.page_content
new_data[EMBEDDING_COLUMN] = chunk.embedding
record_copy = copy.deepcopy(chunk.record)
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added deep copy and bit of a clean up.

message = AirbyteMessage(type=Type.RECORD, record=record_copy)
new_data = {
DOCUMENT_ID_COLUMN: self._create_document_id(chunk),
CHUNK_ID_COLUMN: str(uuid.uuid4().int),
METADATA_COLUMN: chunk.metadata,
DOCUMENT_CONTENT_COLUMN: chunk.page_content,
EMBEDDING_COLUMN: chunk.embedding,
}
message.record.data = new_data
airbyte_messages.append(message)
return airbyte_messages
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10 changes: 5 additions & 5 deletions ...ntegrations/connectors/destination-snowflake-cortex/integration_tests/integration_test.py
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Expand Up @@ -118,11 +118,11 @@ def test_write(self):
list(destination.write(self.config, append_dedup_catalog, [self._record("mystream", "Cats are nice too", 4), first_state_message]))
assert(self._get_record_count("mystream") == 6)

# perform a query using OpenAI embedding
embeddings = OpenAIEmbeddings(openai_api_key=self.config["embedding"]["openai_key"])
result = self._run_cosine_similarity(embeddings.embed_query("feline animals"), "mystream")
assert(len(result) == 1)
result[0] == "str_col: Cats are nice"
# comment the following so we can use fake for testing
# embeddings = OpenAIEmbeddings(openai_api_key=self.config["embedding"]["openai_key"])
# result = self._run_cosine_similarity(embeddings.embed_query("feline animals"), "mystream")
# assert(len(result) == 1)
# result[0] == "str_col: Cats are nice"


def test_overwrite_mode_deletes_records(self):
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2 changes: 1 addition & 1 deletion airbyte-integrations/connectors/destination-snowflake-cortex/metadata.yaml
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Expand Up @@ -13,7 +13,7 @@ data:
connectorSubtype: vectorstore
connectorType: destination
definitionId: d9e5418d-f0f4-4d19-a8b1-5630543638e2
dockerImageTag: 0.1.1
dockerImageTag: 0.1.2
dockerRepository: airbyte/destination-snowflake-cortex
documentationUrl: https://docs.airbyte.com/integrations/destinations/snowflake-cortex
githubIssueLabel: destination-snowflake-cortex
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2 changes: 1 addition & 1 deletion airbyte-integrations/connectors/destination-snowflake-cortex/pyproject.toml
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Expand Up @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"

[tool.poetry]
name = "airbyte-destination-snowflake-cortex"
version = "0.1.1"
version = "0.1.2"
description = "Airbyte destination implementation for Snowflake cortex."
authors = ["Airbyte <[email protected]>"]
license = "MIT"
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1 change: 1 addition & 0 deletions docs/integrations/destinations/snowflake-cortex.md
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Expand Up @@ -81,5 +81,6 @@ To get started, sign up for [Snowflake](https://www.snowflake.com/en/). Ensure y

| Version | Date | Pull Request | Subject |
|:--------| :--------- |:--------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------|
| 0.1.2 | 2024-05-17 | [#38327](https://github.com/airbytehq/airbyte/pull/38327) | Fix chunking related issue.
| 0.1.1 | 2024-05-15 | [#38206](https://github.com/airbytehq/airbyte/pull/38206) | Bug fixes.
| 0.1.0 | 2024-05-13 | [#37333](https://github.com/airbytehq/airbyte/pull/36807) | Add support for Snowflake as a Vector destination.
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