I have some trouble with the py2neo find and find_one (http://py2neo.org/2.0/essentials.html)
What I want in Cypher is:
MATCH (p:Person) WHERE p.name='Alice' AND p.age=22 RETURN p
Say, where there are more than one key/value set (eg. if there are more than one 'Alice' in the graph).
My problem is that I don't know what to give graph.find_one, a working code is:
graph.find_one('Person', 'name', 'Alice')
What I would like is something like (This is not working!):
graph.find_one('Person', {'name': 'Alice', 'age': 22})
A possible (bad) solution would be to make a graph.find, and then loop through the results properties and look for the age, but I don't like that solution.
Bonus: Would it be possible with graph.find to do something like age > 25?
EDIT: New "solution"
find_person = "MATCH (p:Person) WHERE p.name = {N} AND p.age = {A} RETURN p"
>>> tx = graph.cypher.begin()
>>> tx.append(find_person, {'N': 'Alice', 'A': 22})
>>> res = tx.process()
>>> print(res[0][0][0])
(n423:Person {age:22,name:"Lisa"})
What I don't like about this is I miss the Note-object, (And I don't fully understand the RecordListList, and how to navigate it nicley)
If you look at the source code you will find that unfortunately find
and find_one
don't support that type of queries. You should directly use the Cypher interface:
d = {'name': 'Alice', 'age' : 22}
# quote string values
d = {k:"'{}'".format(v) if isinstance(v, basestring) else v
for k,v in d.items()}
cond = ' AND '.join("p.{}={}".format(prop, value) for prop, value in d.items())
query = "MATCH (p:Person) {condition} RETURN p"
query = query.format(condition=cond)
# "MATCH (p:Person) p.age=22 AND p.name='Alice' RETURN p"
results = graph.cypher.execute(query)
Based on @elyase answer and the original py2neo.Graph.find, I've made this code. Please feel free to comment and improve.. :-)
def find_dict(graph, label, key_value=None, limit=None):
""" Iterate through a set of labelled nodes, optionally filtering
by property key/value dictionary
"""
if not label:
raise ValueError("Empty label")
from py2neo.cypher.lang import cypher_escape
if key_value is None:
statement = "MATCH (n:%s) RETURN n,labels(n)" % cypher_escape(label)
else:
# quote string values
d = {k: "'{}'".format(v) if isinstance(v, str) else v
for k, v in key_value.items()}
cond = ""
for prop, value in d.items():
if not isinstance(value, tuple):
value = ('=', value)
if cond == "":
cond += "n.{prop}{value[0]}{value[1]}".format(
prop=prop,
value=value,
)
else:
cond += " AND n.{prop}{value[0]}{value[1]}".format(
prop=prop,
value=value,
)
statement = "MATCH (n:%s ) WHERE %s RETURN n,labels(n)" % (
cypher_escape(label), cond)
if limit:
statement += " LIMIT %s" % limit
response = graph.cypher.post(statement)
for record in response.content["data"]:
dehydrated = record[0]
dehydrated.setdefault("metadata", {})["labels"] = record[1]
yield graph.hydrate(dehydrated)
response.close()
def find_dict_one(graph, label, key_value=None):
""" Find a single node by label and optional property. This method is
intended to be used with a unique constraint and does not fail if more
than one matching node is found.
"""
for node in find_dict(graph, label, key_value, limit=1):
return node
use of find_dict_one:
>>> a = find_dict_one(graph, 'Person', {'name': 'Lisa', 'age': 23})
>>> print(a)
(n1:Person {age:23,name:"Lisa"})
Use of find_dict with tuple:
>>> a = find_dict(graph, 'Person', {'age': ('>', 21)}, 2) >>> for i in a:
>>> print(i)
(n2:Person {age:22,name:"Bart"})
(n1:Person {age:23,name:"Lisa"})
Use of find_dict without tuple:
>>> a = find_dict(graph, 'Person', {'age': 22}, 2) >>> for i in a:
>>> print(i)
(n2:Person {age:22,name:"Bart"})
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