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1 change: 1 addition & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@ Supports both DataHub Core and DataHub Cloud.
- Fetching metadata for any entity
- Traversing the lineage graph, both upstream and downstream
- Listing SQL queries associated with a dataset
- Querying schema versions and schema blame.

## Demo

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42 changes: 42 additions & 0 deletions src/mcp_server_datahub/gql/entity_details.gql
Original file line number Diff line number Diff line change
Expand Up @@ -1205,3 +1205,45 @@ query GetEntityLineage($input: SearchAcrossLineageInput!) {
}
}
}

query getSchemaVersionList($input: GetSchemaVersionListInput!) {
getSchemaVersionList(input: $input) {
latestVersion {
semanticVersion
semanticVersionTimestamp
versionStamp
__typename
}
semanticVersionList {
semanticVersion
semanticVersionTimestamp
versionStamp
__typename
}
__typename
}
}


query getSchemaBlame($input: GetSchemaBlameInput!) {
getSchemaBlame(input: $input) {
version {
semanticVersion
semanticVersionTimestamp
versionStamp
__typename
}
schemaFieldBlameList {
fieldPath
schemaFieldChange {
timestampMillis
lastSemanticVersion
lastSchemaFieldChange
versionStamp
__typename
}
__typename
}
__typename
}
}
47 changes: 47 additions & 0 deletions src/mcp_server_datahub/mcp_server.py
Original file line number Diff line number Diff line change
Expand Up @@ -313,6 +313,47 @@ def get_lineage(urn: str, upstream: bool, max_hops: int = 1) -> dict:
return lineage


@mcp.tool(description="Retrieve schema versions for a given dataset URN.")
def get_schema_versions(dataset_urn: str) -> List[Dict[str, Any]]:
client = get_client()

variables = {
"input": {
"datasetUrn": dataset_urn,
}
}

response = _execute_graphql(
client._graph,
query=entity_details_fragment_gql,
variables=variables,
operation_name="getSchemaVersionList",
)

return response.get("getSchemaVersionList", [])


@mcp.tool(description="Use this tool to get a schema blame.")
def get_schema_blame(datasetUrn: str, version: str) -> Dict[str, Any]:
client = get_client()

variables = {
"input": {
"datasetUrn": datasetUrn,
"version": version,
}
}

resp = _execute_graphql(
client._graph,
query=entity_details_fragment_gql,
variables=variables,
operation_name="getSchemaBlame",
)

return resp.get("getSchemaBlame", {})


if __name__ == "__main__":
import sys

Expand Down Expand Up @@ -348,3 +389,9 @@ def _divider() -> None:
_divider()
print("Getting queries", urn)
print(json.dumps(get_dataset_queries(urn), indent=2))
_divider()
print("Getting schema versions", urn)
print(json.dumps(get_schema_versions(urn), indent=2))
_divider()
print("Getting schema blame", urn)
print(json.dumps(get_schema_blame(urn, "latest"), indent=2))
12 changes: 12 additions & 0 deletions tests/test_mcp_server.py
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,8 @@
get_dataset_queries,
get_entity,
get_lineage,
get_schema_blame,
get_schema_versions,
search,
with_client,
)
Expand Down Expand Up @@ -58,6 +60,16 @@ def test_search() -> None:
assert res is not None


def test_get_schema_version() -> None:
res = get_schema_versions(_test_urn)
assert res is not None


def test_get_schema_blame() -> None:
res = get_schema_blame(_test_urn)
assert res is not None


if __name__ == "__main__":
import pytest

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