Ultipa Python Driver
Official Python driver for Ultipa graph database (GQL).
Requirements
- Python 3.10+
Installation
pip install ultipa # base driver
pip install ultipa[ml] # + graph ML data loaders (torch); see gqldb.ml
Note: This is the v6.x driver for Ultipa Graph. If you are using Ultipa v4.x, please install ultipa==4.5.2. If you are using Ultipa v5.x, please install ultipa==5.2.1.
Quick Start
from gqldb import GqldbClient
from gqldb.config import GqldbConfig
# Create client
config = GqldbConfig(
hosts=["localhost:60061"],
username="admin",
password="password",
default_graph="myGraph"
)
client = GqldbClient(config)
client.login("admin", "password")
# Execute query
response = client.gql("MATCH (n) RETURN n LIMIT 10")
print(f"Rows: {len(response.rows)}")
print(f"Columns: {response.columns}")
# Close
client.close()
Features
- GQL query execution with parameters
- Streaming results for large datasets
- Transaction support (begin, commit, rollback)
- Graph management (create, drop, list)
- Bulk import for high-throughput loading
- Algorithm support (CALL algo.pagerank, algo.degree, etc.)
- Graph ML data loaders for PyTorch Geometric / DGL —
gqldb.ml(GraphLoader,NeighborLoader,EdgeLoader) - Type hints support
- Health checks
Documentation
See Quick Start for detailed usage.
For the graph ML data loaders (streaming features / subgraphs into PyTorch
Geometric / DGL for GNN training), see gqldb/ml/README.md.
License
MIT License
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