This section introduces methods on a Connection object for inserting nodes and edges to the graph or deleting nodes and edges from the graphset.

Each example focuses solely on the method's usage. For a complete code example, please refer to the full example.

Example Graph Data Model

The examples below demonstrate how to insert or delete nodes or edges from a graphset with the following schema and property definitions:

Property Type Mapping

When inserting nodes or edges, you may need to specify property values of different types. The mapping between Ultipa property types and Python/Driver data types is as follows:

^[1] Supported date string formats in batch insertion include [YY]YY-MM-DD HH:MM:SS, [YY]YY-MM-DD HH:MM:SSZ, [YY]YY-MM-DDTHH:MM:SSZ, [YY]YY-MM-DDTHH:MM:SSXX, [YY]YY-MM-DDTHH:MM:SSXXX, [YY]YY-MM-DD HH:MM:SS.SSS and their variations.

Insertion

insertNodes()

Inserts new nodes of a schema to the current graph.

Parameters:

• List[Node]: The list of Node objects to be inserted.
• str: Name of the schema.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• ResponseInsertNode: Result of the request. The ResponseInsertNode object contains an alias nodes that holds all the inserted nodes when InsertRequestConfig.silent is set to false.

# Inserts two nodes into schema 'user' in graphset 'lcc', prints error code and information of the inserted nodes

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

nodes = [
    Node(uuid=1, id="U001", values={
        "name": "Alice",
        "age": 18,
        "score": 65.32,
        "birthday": "1993-5-4",
        "location": "point({latitude: 132.1, longitude: -1.5})",
        "profile": "castToRaw(abc)",
        "interests": ["tennis", "violin"],
        "permissionCodes": [2004, 3025, 1025]
    }),
    Node(uuid=2, id="U002", values={
        "name": "Bob"
    })
]

response = Conn.insertNodes(nodes, "user", insertRequestConfig)
print(response.status.code)
# There is no alias in ResponseInsertNode if InsertRequestConfig.silent is true
insertedNodes = response.alias("nodes").asNodes()
for insertedNode in insertedNodes:
    print(insertedNode.toJSON())

0
{"id": "U001", "schema": "user", "uuid": 1, "values": {"age": 18, "birthday": "1993-05-04 00:00:00", "interests": ["tennis", "violin"], "location": "POINT(132.100000 -1.500000)", "name": "Alice", "permissionCodes": [3025, 2004, 1025], "profile": [99, 97, 115, 116, 84, 111, 82, 97, 119, 40, 97, 98, 99, 41], "score": "65.3200000000"}}
{"id": "U002", "schema": "user", "uuid": 2, "values": {"age": null, "birthday": null, "interests": null, "location": null, "name": "Bob", "permissionCodes": null, "profile": null, "score": null}}

insertEdges()

Inserts new edges of a schema to the current graph.

Parameters:

• List[Edge]: The list of Edge objects to be inserted.
• str: Name of the schema.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• ResponseInsertEdge: Result of the request. The ResponseInsertEdge object contains an alias edges that holds all the inserted edges when InsertRequestConfig.silent is set to false.

# Inserts two edges into schema 'follows' in graphset 'lcc', prints error code and information of the inserted edges

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

edges = [
    Edge(uuid=1, from_id="U001", to_id="U002", values={"createdOn": "2024-5-6"}),
    Edge(uuid=2, from_id="U002", to_id="U001", values={"createdOn": 1715169600})
]

response = Conn.insertEdges(edges, "follows", insertRequestConfig)
print(response.status.code)
# There is no alias in ResponseInsertEdge if InsertRequestConfig.silent is true
insertedEdges = response.alias("edges").asEdges()
for insertedEdge in insertedEdges:
    print(insertedEdge.toJSON())

0
{"from_id": "U001", "from_uuid": 1, "schema": "follows", "to_id": "U002", "to_uuid": 2, "uuid": 1, "values": {"createdOn": 1714924800}}
{"from_id": "U002", "from_uuid": 2, "schema": "follows", "to_id": "U001", "to_uuid": 1, "uuid": 2, "values": {"createdOn": 1715169600}}

insertNodesBatchBySchema()

Inserts new nodes of a schema into the current graph through gRPC. The properties within the node values must be consistent with those declared in the schema structure.

Parameters:

• Schema: The target schema.
• List[Node]: The list of Node objects to be inserted.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• InsertResponse: Result of the request. InsertResponse.data.uuids contains the UUIDs of the inserted nodes when InsertRequestConfig.silent is set to false.

# Inserts two nodes into schema 'user' in graphset 'lcc', prints error code and the UUIDs of the inserted nodes

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

schema = Schema(
    name="user",
    dbType=DBType.DBNODE,
    properties=[
        Property(name="name", type=PropertyType.PROPERTY_STRING),
        Property(name="age", type=PropertyType.PROPERTY_INT32),
        Property(name="score", type=PropertyType.PROPERTY_DECIMAL),
        Property(name="birthday", type=PropertyType.PROPERTY_DATETIME),
        Property(name="location", type=PropertyType.PROPERTY_POINT),
        Property(name="profile", type=PropertyType.PROPERTY_BLOB),
        Property(name="interests", type=PropertyType.PROPERTY_LIST, subTypes=[PropertyType.PROPERTY_STRING]),
        Property(name="permissionCodes", type=PropertyType.PROPERTY_SET, subTypes=[PropertyType.PROPERTY_INT32])
    ]
)

nodes = [
    Node(uuid=1, id="U001", values={
        "name": "Alice",
        "age": 18,
        "score": 65.32,
        "birthday": "1993-5-4",
        "location": "point({latitude: 132.1, longitude: -1.5})",
        "profile": b"abc",
        "interests": ["tennis", "violin"],
        "permissionCodes": {2004, 3025, 1025}
    }),
    Node(uuid=2, id="U002", values={
        "name": "Bob",
        "age": None,
        "score": None,
        "birthday": None,
        "location": None,
        "profile": None,
        "interests": None,
        "permissionCodes": None
    })
]

response = Conn.insertNodesBatchBySchema(schema, nodes, insertRequestConfig)
print(response.status.code)
# InsertResponse.data.uuids is empty if InsertRequestConfig.silent is true
print(response.data.uuids)

0
[1, 2]

insertEdgesBatchBySchema()

Inserts new edges of a schema into the current graph through gRPC. The properties within the edge values must be consistent with those declared in the schema structure.

Parameters:

• Schema: The target schema.
• List[Edge]: The list of Edge objects to be inserted.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• InsertResponse: Result of the request. InsertResponse.data.uuids contains the UUIDs of the inserted edges when InsertRequestConfig.silent is set to false.

# Inserts two edges into schema 'follows' in graphset 'lcc', prints error code and the UUIDs of the inserted edges

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

schema = Schema(
    name="follows",
    dbType=DBType.DBEDGE,
    properties=[
        Property(name="createdOn", type=PropertyType.PROPERTY_TIMESTAMP)
    ]
)

edges = [
    Edge(uuid=1, from_id="U001", to_id="U002", values={"createdOn": "2024-05-06"}),
    Edge(uuid=2, from_id="U002", to_id="U001", values={"createdOn": None}),
]

response = Conn.insertEdgesBatchBySchema(schema, edges, insertRequestConfig)
print(response.status.code)

# InsertResponse.data.uuids is empty if InsertRequestConfig.silent is true
print(response.data.uuids)

0
[1,2]

insertNodesBatchAuto()

Inserts new nodes of one or multiple schemas to the current graph through gRPC. The properties within node values must be consistent with those defined in the corresponding schema structure.

Parameters:

• List[Node]: The list of Node objects to be inserted.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• ResponseBatchAutoInsert: Result of the request. ResponseBatchAutoInsert.data.uuids contains the insertion report when InsertRequestConfig.silent is set to false.

# Inserts two nodes into schema 'user' and one node into schema `product` in graphset 'lcc', prints error code and the insert reply

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

nodes = [
    Node(schema="user", uuid=1, id="U001", values={
        "name": "Alice",
        "age": 18,
        "score": 65.32,
        "birthday": "1993-5-4",
        "location": "point({latitude: 132.1, longitude: -1.5})",
        "profile": b"abc",
        "interests": ["tennis", "violin"],
        "permissionCodes": {2004, 3025, 1025}
    }),
    Node(schema="user", uuid=2, id="U002", values={
        "name": "Bob",
        "age": None,
        "score": None,
        "birthday": None,
        "location": None,
        "profile": None,
        "interests": None,
        "permissionCodes": None
    }),
    Node(schema="product", uuid=3, id="P001", values={
        "name": "Wireless Earbud",
        "price": 93.2
    })
]

response = Conn.insertNodesBatchAuto(nodes, insertRequestConfig)
print(response.status.code)
# Response.data.uuids is empty if InsertRequestConfig.silent is true
print(response.data.uuids)

0
[1, 2, 3]

insertEdgesBatchAuto()

Inserts new edges of one or multiple schemas to the current graph through gRPC. The properties within edge values must be consistent with those defined in the corresponding schema structure.

Parameters:

• List[Edge]: The list of Edge objects to be inserted.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• ResponseBatchAutoInsert: Result of the request. ResponseBatchAutoInsert.data.uuids contains the insertion report when InsertRequestConfig.silent is set to false.

# Inserts two edges into schema 'follows' and one edge into schema 'purchased' in graphset 'lcc', prints error code and the insert reply

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

edges = [
    Edge(schema="follows", uuid=1, from_id="U001", to_id="U002", values={"createdOn": "2024-05-06"}),
    Edge(schema="follows", uuid=2, from_id="U002", to_id="U001", values={"createdOn": 1715169600}),
    Edge(schema="purchased", uuid=3, from_id="U002", to_id="P001", values={"qty": 1})
]

response = Conn.insertEdgesBatchAuto(edges, insertRequestConfig)
print(response.status.code)
# Response.data.uuids is empty if InsertRequestConfig.silent is true
print(response.data.uuids)

0
[1, 2, 3]

Deletion

deleteNodes()

Deletes nodes that meet the given conditions from the current graph. It's important to note that deleting a node leads to the removal of all edges that are connected to it.

Parameters:

• str: The filtering condition to specify the nodes to delete.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• ResponseDeleteNode: Result of the request. The ResponseDeleteNode object contains an alias nodes that holds all the deleted nodes when InsertRequestConfig.silent is set to false.

# Deletes one @user nodes whose name is 'Alice' from graphset 'lcc', prints error code and information of the deleted nodes
# All edges attached to the deleted node are deleted as well

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

response = Conn.deleteNodes("{@user.name == 'Alice'}", insertRequestConfig)
print(response.status.code)
# There is no alias in ResponseDeleteNode if InsertRequestConfig.silent is true
deletedNodes = response.alias("nodes").asNodes()
for deletedNode in deletedNodes:
    print(deletedNode.toJSON())

0
{"id": "U001", "schema": "user", "uuid": 1, "values": {"name": "Alice"}}

deleteEdges()

Deletes edges that meet the given conditions from the current graph.

Parameters:

• str: The filtering condition to specify the edges to delete.
• InsertRequestConfig (Optional): Configuration settings for the request.

Returns:

• ResponseDeleteEdge: Result of the request. The ResponseDeleteEdge object contains an alias edges that holds all the deleted edges when InsertRequestConfig.silent is set to false.

# Deletes all @purchased edges from graphset 'lcc', prints error code and information of the deleted edges

insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

response = Conn.deleteEdges("{@purchased}", insertRequestConfig)
print(response.status.code)
# There is no alias in ResponseDeleteEdge if InsertRequestConfig.silent is true
deletedEdges = response.alias("edges").asEdges()
for deletedEdge in deletedEdges:
    print(deletedEdge.toJSON())

0
{"from_id": "U002", "from_uuid": 2, "schema": "purchased", "to_id": "P001", "to_uuid": 3, "uuid": 3, "values": {}}

Full Example

from ultipa.configuration.InsertRequestConfig import InsertRequestConfig
from ultipa import Connection, UltipaConfig, Node
from ultipa.structs import InsertType

ultipaConfig = UltipaConfig()
# URI example: ultipaConfig.hosts = ["mqj4zouys.us-east-1.cloud.ultipa.com:60010"]
ultipaConfig.hosts = ["192.168.1.85:60061", "192.168.1.87:60061", "192.168.1.88:60061"]
ultipaConfig.username = "<username>"
ultipaConfig.password = "<password>"

Conn = Connection.NewConnection(defaultConfig=ultipaConfig)

# Request configurations
insertRequestConfig = InsertRequestConfig(
    insertType=InsertType.NORMAL,
    graphName="lcc",
    silent=False
)

# Inserts two nodes into schema 'user' and one node into schema `product` in graphset 'lcc', prints error code and the insert reply

nodes = [
    Node(schema="user", uuid=1, id="U001", values={
        "name": "Alice",
        "age": 18,
        "score": 65.32,
        "birthday": "1993-5-4",
        "location": "point({latitude: 132.1, longitude: -1.5})",
        "profile": b"abc",
        "interests": ["tennis", "violin"],
        "permissionCodes": {2004, 3025, 1025}
    }),
    Node(schema="user", uuid=2, id="U002", values={
        "name": "Bob",
        "age": None,
        "score": None,
        "birthday": None,
        "location": None,
        "profile": None,
        "interests": None,
        "permissionCodes": None
    }),
    Node(schema="product", uuid=3, id="P001", values={
        "name": "Wireless Earbud",
        "price": 93.2
    })
]

response = Conn.insertNodesBatchAuto(nodes, insertRequestConfig)
print(response.status.code)
# Response.data.uuids is empty if InsertRequestConfig.silent is true
print(response.data.uuids)