Python bindings for ZYX graph database engine
Project description
zyxdb
Python bindings for ZYX, a high-performance embeddable graph database engine with Cypher query support.
Installation
pip install zyxdb
Build from source
cd bindings/python
pip install -e ".[test]"
Quick Start
import zyxdb
# Open a database (creates if not exists)
db = zyxdb.Database("/tmp/mydb")
# Create nodes with Cypher
db.execute("CREATE (n:Person {name: $name, age: $age})", name="Alice", age=30)
# Query with iteration
for row in db.execute("MATCH (n:Person) RETURN n.name AS name, n.age AS age"):
print(row["name"], row["age"])
# Batch insert
db.create_nodes("Person", [
{"name": "Bob", "age": 25},
{"name": "Carol", "age": 35},
])
# Transactions with context manager
with db.begin_transaction() as tx:
tx.execute("CREATE (n:Movie {title: 'Matrix'})")
tx.execute(
"MATCH (a:Person {name: 'Alice'}), (m:Movie {title: 'Matrix'}) "
"CREATE (a)-[:WATCHED]->(m)"
)
tx.commit()
# Read-only transaction
with db.begin_read_only_transaction() as tx:
for row in tx.execute("MATCH (n) RETURN count(n) AS cnt"):
print(row["cnt"])
# Direct node/edge creation by ID (high performance)
id1 = db.create_node_ret_id("Person", {"name": "Dave"})
id2 = db.create_node_ret_id("Person", {"name": "Eve"})
db.create_edge_by_id(id1, id2, "KNOWS", {"since": 2024})
# Shortest path
path = db.get_shortest_path(id1, id2)
db.close()
Context Manager
with zyxdb.Database("/tmp/mydb") as db:
db.execute("CREATE (n:Test {x: 1})")
# Auto-closes on exit
Supported Value Types
| Python | ZYX |
|---|---|
None |
null |
bool |
bool |
int |
int64 |
float |
double |
str |
string |
list[float] |
vector (embeddings) |
list[str] |
string list |
list (mixed) |
heterogeneous list |
dict |
map |
API Reference
Database(path, *, open=True)
execute(cypher, **params)— Execute Cypher query with keyword parametersbegin_transaction()— Start a read-write transactionbegin_read_only_transaction()— Start a read-only transactioncreate_node(label, props)— Create a node (label can bestrorlist[str])create_node_ret_id(label, props)— Create a node, return its IDcreate_nodes(label, props_list)— Batch create nodescreate_edge_by_id(src_id, dst_id, type, props)— Create edge between known IDsget_shortest_path(start_id, end_id, max_depth=15)— Find shortest pathsave()— Flush to diskclose()— Close the database
Transaction
execute(cypher, **params)— Execute within transactioncommit()— Commit changesrollback()— Roll back changesis_active— Whether transaction is still activeis_read_only— Whether read-only
Result
- Iterable:
for row in resultyieldsdict[str, Any] column_names— List of column namesduration— Query execution time (ms)is_success— Whether query succeedederror— Error message orNone
License
Apache License 2.0
Project details
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