muMLE/state/neo4jstate.py
2021-08-11 14:55:13 +02:00

301 lines
12 KiB
Python

from typing import Any, Optional, List, Tuple, Callable, Generator
from neo4j import GraphDatabase
from ast import literal_eval
from .base import State, Edge, Node, Element, UUID
class Neo4jState(State):
def __init__(self, uri="bolt://localhost:7687", user="neo4j", password="tests"):
self.driver = GraphDatabase.driver(uri, auth=(user, password))
self.root = self.create_node()
def close(self, *, clear=False):
if clear:
self._run_and_return(self._clear)
self.driver.close()
def _run_and_return(self, query: Callable, **kwargs):
with self.driver.session() as session:
result = session.write_transaction(query, **kwargs)
return result
@staticmethod
def _clear(tx):
tx.run("MATCH (n) "
"DETACH DELETE n")
@staticmethod
def _existence_check(tx, eid, label="Element"):
result = tx.run(f"MATCH (elem:{label}) "
"WHERE elem.id = $eid "
"RETURN elem.id",
eid=eid)
try:
return result.single()[0]
except TypeError:
# No node found for nid
# ergo, no edge created
return None
def create_node(self) -> Node:
def query(tx, nid):
result = tx.run("CREATE (n:Element:Node) "
"SET n.id = $nid "
"RETURN n.id",
nid=nid)
return result.single()[0]
node = self._run_and_return(query, nid=str(self.new_id()))
return UUID(node) if node is not None else None
def create_edge(self, source: Element, target: Element) -> Optional[Edge]:
def query(tx, eid, sid, tid):
result = tx.run("MATCH (source), (target) "
"WHERE source.id = $sid AND target.id = $tid "
"CREATE (source) -[:Source]-> (e:Element:Edge) -[:Target]-> (target) "
"SET e.id = $eid "
"RETURN e.id",
eid=eid, sid=sid, tid=tid)
try:
return result.single()[0]
except TypeError:
# No node found for sid and/or tid
# ergo, no edge created
return None
edge = self._run_and_return(query, eid=str(self.new_id()), sid=str(source), tid=str(target))
return UUID(edge) if edge is not None else None
def create_nodevalue(self, value: Any) -> Optional[Node]:
def query(tx, nid, val):
result = tx.run("CREATE (n:Element:Node) "
"SET n.id = $nid, n.value = $val "
"RETURN n.id",
nid=nid, val=val)
return result.single()[0]
if not self.is_valid_datavalue(value):
return None
node = self._run_and_return(query, nid=str(self.new_id()), val=repr(value))
return UUID(node) if node is not None else None
def create_dict(self, source: Element, value: Any, target: Element) -> Optional[Tuple[Edge, Edge, Node]]:
if not self.is_valid_datavalue(value):
return None
edge_node = self.create_edge(source, target)
val_node = self.create_nodevalue(value)
if edge_node is not None and val_node is not None:
self.create_edge(edge_node, val_node)
def read_root(self) -> Node:
return self.root
def read_value(self, node: Node) -> Optional[Any]:
def query(tx, nid):
result = tx.run("MATCH (n:Node) "
"WHERE n.id = $nid "
"RETURN n.value",
nid=nid)
try:
return result.single()[0]
except TypeError:
# No node found for nid
return None
value = self._run_and_return(query, nid=str(node))
return literal_eval(value) if value is not None else None
def read_outgoing(self, elem: Element) -> Optional[List[Edge]]:
def query(tx, eid):
result = tx.run("MATCH (elem:Element) -[:Source]-> (e:Edge) "
"WHERE elem.id = $eid "
"RETURN e.id",
eid=eid)
return result.value()
source_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if source_exists:
result = self._run_and_return(query, eid=str(elem))
return [UUID(x) for x in result] if result is not None else None
def read_incoming(self, elem: Element) -> Optional[List[Edge]]:
def query(tx, eid):
result = tx.run("MATCH (elem:Element) <-[:Target]- (e:Edge) "
"WHERE elem.id = $eid "
"RETURN e.id",
eid=eid)
return result.value()
target_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if target_exists:
result = self._run_and_return(query, eid=str(elem))
return [UUID(x) for x in result] if result is not None else None
def read_edge(self, edge: Edge) -> Tuple[Optional[Node], Optional[Node]]:
def query(tx, eid):
result = tx.run("MATCH (src) -[:Source]-> (e:Edge) -[:Target]-> (tgt)"
"WHERE e.id = $eid "
"RETURN src.id, tgt.id",
eid=eid)
return result.single()
edge_exists = self._run_and_return(self._existence_check, eid=str(edge), label="Edge") is not None
if edge_exists:
try:
src, tgt = self._run_and_return(query, eid=str(edge))
return UUID(src), UUID(tgt)
except TypeError:
return None, None
else:
return None, None
def read_dict(self, elem: Element, value: Any) -> Optional[Element]:
def query(tx, eid, label_value):
result = tx.run("MATCH (src) -[:Source]-> (e:Edge) -[:Target]-> (tgt), "
"(e) -[:Source]-> (:Edge) -[:Target]-> (label)"
"WHERE src.id = $eid "
"AND label.value = $val "
"RETURN tgt.id",
eid=eid, val=label_value)
try:
return result.single()[0]
except TypeError:
# No edge found with given label
return None
elem_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if elem_exists:
if isinstance(value, UUID):
return None
result = self._run_and_return(query, eid=str(elem), label_value=repr(value))
return UUID(result) if result is not None else None
def read_dict_keys(self, elem: Element) -> Optional[List[Any]]:
def query(tx, eid):
result = tx.run("MATCH (src) -[:Source]-> (e:Edge) -[:Target]-> (), "
"(e) -[:Source]-> (:Edge) -[:Target]-> (label)"
"WHERE src.id = $eid "
"RETURN label.id",
eid=eid)
try:
return result.value()
except TypeError:
# No edge found with given label
return None
elem_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if elem_exists:
result = self._run_and_return(query, eid=str(elem))
return [UUID(x) for x in result if x is not None]
def read_dict_edge(self, elem: Element, value: Any) -> Optional[Edge]:
def query(tx, eid, label_value):
result = tx.run("MATCH (src) -[:Source]-> (e:Edge) -[:Target]-> (), "
"(e) -[:Source]-> (:Edge) -[:Target]-> (label)"
"WHERE src.id = $eid "
"AND label.value = $val "
"RETURN e.id",
eid=eid, val=label_value)
try:
return result.single()[0]
except TypeError:
# No edge found with given label
return None
elem_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if elem_exists:
result = self._run_and_return(query, eid=str(elem), label_value=repr(value))
return UUID(result) if result is not None else None
def read_dict_node(self, elem: Element, value_node: Node) -> Optional[Element]:
def query(tx, eid, label_id):
result = tx.run("MATCH (src) -[:Source]-> (e:Edge) -[:Target]-> (tgt), "
"(e) -[:Source]-> (:Edge) -[:Target]-> (label)"
"WHERE src.id = $eid "
"AND label.id = $lid "
"RETURN tgt.id",
eid=eid, lid=label_id)
try:
return result.single()[0]
except TypeError:
# No edge found with given label
return None
elem_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if elem_exists:
result = self._run_and_return(query, eid=str(elem), label_id=str(value_node))
return UUID(result) if result is not None else None
def read_dict_node_edge(self, elem: Element, value_node: Node) -> Optional[Edge]:
def query(tx, eid, label_id):
result = tx.run("MATCH (src) -[:Source]-> (e:Edge) -[:Target]-> (), "
"(e) -[:Source]-> (:Edge) -[:Target]-> (label)"
"WHERE src.id = $eid "
"AND label.id = $lid "
"RETURN e.id",
eid=eid, lid=label_id)
try:
return result.single()[0]
except TypeError:
# No edge found with given label
return None
elem_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if elem_exists:
result = self._run_and_return(query, eid=str(elem), label_id=str(value_node))
return UUID(result) if result is not None else None
def read_reverse_dict(self, elem: Element, value: Any) -> Optional[List[Element]]:
def query(tx, eid, label_value):
result = tx.run("MATCH (src) -[:Source]-> (e:Edge) -[:Target]-> (tgt), "
"(e) -[:Source]-> (:Edge) -[:Target]-> (label)"
"WHERE tgt.id = $eid "
"AND label.value = $val "
"RETURN src.id",
eid=eid, val=label_value)
try:
return result.value()
except TypeError:
# No edge found with given label
return None
elem_exists = self._run_and_return(self._existence_check, eid=str(elem)) is not None
if elem_exists:
result = self._run_and_return(query, eid=str(elem), label_value=repr(value))
return [UUID(x) for x in result if x is not None]
def delete_node(self, node: Node) -> None:
def query(tx, nid):
result = tx.run("MATCH (n:Node) "
"WHERE n.id = $nid "
"OPTIONAL MATCH (n) -- (e:Edge) "
"DETACH DELETE n "
"RETURN e.id",
nid=nid)
return result.value()
to_be_deleted = self._run_and_return(query, nid=str(node))
to_be_deleted = [UUID(x) for x in to_be_deleted if x is not None]
for edge in to_be_deleted:
self.delete_edge(edge)
def delete_edge(self, edge: Edge) -> None:
def query(tx, eid):
result = tx.run("MATCH (e1:Edge) "
"WHERE e1.id = $eid "
"OPTIONAL MATCH (e1) -- (e2:Edge) "
"WHERE (e1) -[:Source]-> (e2) "
"OR (e1) <-[:Target]- (e2) "
"DETACH DELETE e1 "
"RETURN e2.id",
eid=eid)
return result.value()
to_be_deleted = self._run_and_return(query, eid=str(edge))
to_be_deleted = [UUID(x) for x in to_be_deleted if x is not None]
for edge in to_be_deleted:
self.delete_edge(edge)