In [10]:

import os
import json

from kgforge.core import KnowledgeGraphForge
from kgforge.specializations.resources import Dataset

In [11]:

import getpass
TOKEN = getpass.getpass()

In [12]:

BUCKET = "dke/kgforge"

forge = KnowledgeGraphForge("../use-cases/prod-forge-nexus.yml",
    bucket=BUCKET,
    token=TOKEN
)

Retrieve 10 unconstrained entities¶

In [13]:

def make_id(i):
    return f"{forge._store.endpoint}/resources/{forge._store.bucket}/_/dummy_resource_{i}"

resources = [forge.retrieve(make_id(i)) for i in range(10)]

In [14]:

len(resources)

Out[14]:

In [15]:

def cs(res): return [e._store_metadata._constrainedBy for e in res]

In [16]:

cs(resources)

Out[16]:

['https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json']

1.a. Constraint using _store.update_schema¶

Multiple¶

In [17]:

e = forge._store.update_schema(resources, schema_id="https://neuroshapes.org/dash/entity")

<count> 10
<action> _update_schema_many
<succeeded> True

In [18]:

cs(resources)

Out[18]:

['https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity']

One¶

In [19]:

e = forge._store.update_schema(resources[0], schema_id='https://bluebrain.github.io/nexus/schemas/unconstrained.json')

<action> _update_schema_one
<succeeded> True

In [ ]:

cs(resources)

1.b Delete schemas using _store.delete_schema (equivalent to constraining by unconstrained.json)¶

In [20]:

e = forge._store.delete_schema(resources)

<count> 10
<action> _update_schema_many
<succeeded> True

In [21]:

cs(resources)

Out[21]:

['https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json']

2.a Constraint using the update method¶

Multiple¶

In [22]:

for r in resources:
    r._synchronized = False

e = forge.update(resources, schema_id="https://neuroshapes.org/dash/entity")

<count> 10
<action> _update_many
<succeeded> True

In [23]:

cs(resources)

Out[23]:

['https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity',
 'https://neuroshapes.org/dash/entity']

2.b Delete schemas using update method¶

In [24]:

for r in resources:
    r._synchronized = False

e = forge.update(resources, schema_id='https://bluebrain.github.io/nexus/schemas/unconstrained.json')

<count> 10
<action> _update_many
<succeeded> True

In [25]:

cs(resources)

Out[25]:

['https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json']

One¶

In [26]:

resources[0]._synchronized = False
forge.update(resources[0], schema_id="https://neuroshapes.org/dash/entity")

<action> _update_one
<succeeded> True

In [27]:

cs(resources)

Out[27]:

['https://neuroshapes.org/dash/entity',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json']

In [28]:

resources[0]._synchronized = False
forge.update(resources[0], schema_id="https://bluebrain.github.io/nexus/schemas/unconstrained.json")

<action> _update_one
<succeeded> True

In [29]:

cs(resources)

Out[29]:

['https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json',
 'https://bluebrain.github.io/nexus/schemas/unconstrained.json']