I'm starting using python to validate some json information, i'm using a json schema with reference but i'm having trouble to reference those files. This is the code :
from os.path import join, dirname
from jsonschema import validate
import jsonref
def assert_valid_schema(data, schema_file):
""" Checks whether the given data matches the schema """
schema = _load_json_schema(schema_file)
return validate(data, schema)
def _load_json_schema(filename):
""" Loads the given schema file """
relative_path = join('schemas', filename).replace("\\", "/")
absolute_path = join(dirname(__file__), relative_path).replace("\\", "/")
base_path = dirname(absolute_path)
base_uri = 'file://{}/'.format(base_path)
with open(absolute_path) as schema_file:
return jsonref.loads(schema_file.read(), base_uri=base_uri, jsonschema=True, )
assert_valid_schema(data, 'grandpa.json')
The json data is :
data = {"id":1,"work":{"id":10,"name":"Miroirs","composer":{"id":100,"name":"Maurice Ravel","functions":["Composer"]}},"recording_artists":[{"id":101,"name":"Alexandre Tharaud","functions":["Piano"]},{"id":102,"name":"Jean-Martial Golaz","functions":["Engineer","Producer"]}]}
And i'm saving the schema and reference file, into a schemas folder :
recording.json :
{"$schema":"http://json-schema.org/draft-04/schema#","title":"Schema for a recording","type":"object","properties":{"id":{"type":"number"},"work":{"type":"object","properties":{"id":{"type":"number"},"name":{"type":"string"},"composer":{"$ref":"artist.json"}}},"recording_artists":{"type":"array","items":{"$ref":"artist.json"}}},"required":["id","work","recording_artists"]}
artist.json :
{"$schema":"http://json-schema.org/draft-04/schema#","title":"Schema for an artist","type":"object","properties":{"id":{"type":"number"},"name":{"type":"string"},"functions":{"type":"array","items":{"type":"string"}}},"required":["id","name","functions"]}
And this is my error :
Connected to pydev debugger (build 181.5281.24)
Traceback (most recent call last):
File "C:\Python\lib\site-packages\proxytypes.py", line 207, in __subject__
return self.cache
File "C:\Python\lib\site-packages\proxytypes.py", line 131, in __getattribute__
return _oga(self, attr)
AttributeError: 'JsonRef' object has no attribute 'cache'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Python\lib\site-packages\jsonref.py", line 163, in callback
base_doc = self.loader(uri)
<MORE>
python version : 3.6.5
windows 7
Ide : intellijIdea
Can somebody help me?
Thank you
I am not sure why, but on Windows, the file:// needs an extra /. So the following change should do the trick
base_uri = 'file:///{}/'.format(base_path)
Arrived at this answer from a solution posted for a related issue in json schema
Related
I am currently working on a python script to print pieces of information on running EC2 instances on AWS using Boto3. I am trying to print the InstanceID, InstanceType, and PublicIp. I looked through Boto3's documentation and example scripts so this is what I am using:
import boto3
ec2client = boto3.client('ec2')
response = ec2client.describe_instances()
for reservation in response["Reservations"]:
for instance in reservation["Instances"]:
instance_id = instance["InstanceId"]
instance_type = instance["InstanceType"]
instance_ip = instance["NetworkInterfaces"][0]["Association"]
print(instance)
print(instance_id)
print(instance_type)
print(instance_ip)
When I run this, "instance" prints one large block of json code, my instanceID, and type. But I am getting an error since adding NetworkInterfaces.
instance_ip = instance["NetworkInterfaces"][0]["Association"]
returns:
Traceback (most recent call last):
File "/Users/me/AWS/describeInstances.py", line 12, in <module>
instance_ip = instance["NetworkInterfaces"][0]["Association"]
KeyError: 'Association'
What am I doing wrong while trying to print the PublicIp?
Here is the structure of NetworkInterfaces for reference:
The full Response Syntax for reference can be found here (https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/ec2.html#EC2.Client.describe_instances)
Association man not always may be present. Also an instance may have more then one interface. So your working loop could be:
for reservation in response["Reservations"]:
for instance in reservation["Instances"]:
instance_id = instance["InstanceId"]
instance_type = instance["InstanceType"]
#print(instance)
print(instance_id, instance_type)
for network_interface in instance["NetworkInterfaces"]:
instance_ip = network_interface.get("Association", "no-association")
print(' -', instance_ip)
I am new to Python (and JSON) so apologies of this is obvious to you.
I pull some data from an API using the following code
import requests
import json
headers = {'Content-Type': 'application/json', 'accept-encoding':'identity'}
api_url = api_url_base+api_token+api_request #variables removed for security
response = requests.get(api_url, headers=headers)
data=response.json()
keys=data.keys
if response.status_code == 200:
print(data["message"], "saving to file...")
print("Found the following keys:")
print(keys)
with open('vulns.json', 'w') as outfile:
json.dump(response.content.decode('utf-8'),outfile)
print("File Saved.")
else:
print('The site returned a', response.status_code, 'error')
this works, I get some data returned and I am able to write the file.
I am trying to change what's returned form a short format to a long format and to check its working I need to see the keys, I was trying to do this offline using the written file (as practice for reading JSON from files).
I wrote these few lines (taken from this site https://www.kite.com/python/answers/how-to-print-the-keys-of-a-dictionary-in-python)
import json
with open('vulns.json') as json_file:
data=json.load(json_file)
print(data)
keys=list(data.keys())
print(keys)
Unfortunately, whenever I run this it returns this error
Python 3.9.1 (tags/v3.9.1:1e5d33e, Dec 7 2020, 17:08:21) [MSC v.1927 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> print(keys)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
NameError: name 'keys' is not defined
>>> & C:/Users/xxxx/AppData/Local/Microsoft/WindowsApps/python.exe c:/Temp/read-vulnfile.py
File "<stdin>", line 1
& C:/Users/xxxx/AppData/Local/Microsoft/WindowsApps/python.exe c:/Temp/read-vulnfile.py
^
SyntaxError: invalid syntax
>>> exit()
PS C:\Users\xxxx\Documents\scripts\Python> & C:/Users/xxx/AppData/Local/Microsoft/WindowsApps/python.exe c:/Temp/read-vulnfile.py
Traceback (most recent call last):
File "c:\Temp\read-vulnfile.py", line 6, in <module>
keys=list(data.keys)
AttributeError: 'str' object has no attribute 'keys'
The Print(data) command returns what looks like JSON, this is the opening line:
{"count": 1000, "message": "Vulnerabilities found: 1000", "data":
[{"...
I cant show the content it's sensitive.
why is this looking at a str object rather than a dictionary?
how do I read JSON back into a dictionary please?
You just have that content stored in file as a string. Just open the vulns.json in some editor and there most likely is something like "{'count': 1000, ... instead of {"count": 1000, ....
It's opened by json.load, but translated to string (see this table).
So you should take one step back and take a look what happens during saving to file. You take some content from your response, but dump the string decoded value into a file. Take instead a try with
json.dump(response.json(), outfile)
(or just use data variable you already have provided).
This should allow you to succesfully dump and load data as a dict.
I want to convert a pipeline_pb2.TrainEvalPipelineConfig to JSON or YAML file format for tensorflow object detection API. I tried converting the protobuf file using :
import tensorflow as tf
from google.protobuf import text_format
import yaml
from object_detection.protos import pipeline_pb2
def get_configs_from_pipeline_file(pipeline_config_path, config_override=None):
'''
read .config and convert it to proto_buffer_object
'''
pipeline_config = pipeline_pb2.TrainEvalPipelineConfig()
with tf.gfile.GFile(pipeline_config_path, "r") as f:
proto_str = f.read()
text_format.Merge(proto_str, pipeline_config)
if config_override:
text_format.Merge(config_override, pipeline_config)
#print(pipeline_config)
return pipeline_config
def create_configs_from_pipeline_proto(pipeline_config):
'''
Returns the configurations as dictionary
'''
configs = {}
configs["model"] = pipeline_config.model
configs["train_config"] = pipeline_config.train_config
configs["train_input_config"] = pipeline_config.train_input_reader
configs["eval_config"] = pipeline_config.eval_config
configs["eval_input_configs"] = pipeline_config.eval_input_reader
# Keeps eval_input_config only for backwards compatibility. All clients should
# read eval_input_configs instead.
if configs["eval_input_configs"]:
configs["eval_input_config"] = configs["eval_input_configs"][0]
if pipeline_config.HasField("graph_rewriter"):
configs["graph_rewriter_config"] = pipeline_config.graph_rewriter
return configs
configs = get_configs_from_pipeline_file('pipeline.config')
config_as_dict = create_configs_from_pipeline_proto(configs)
But when I try converting this returned dictionary to YAML with yaml.dump(config_as_dict) it says
TypeError: can't pickle google.protobuf.pyext._message.RepeatedCompositeContainer objects
For json.dump(config_as_dict) it says :
Traceback (most recent call last):
File "config_file_parsing.py", line 48, in <module>
config_as_json = json.dumps(config_as_dict)
File "/usr/lib/python3.5/json/__init__.py", line 230, in dumps
return _default_encoder.encode(obj)
File "/usr/lib/python3.5/json/encoder.py", line 198, in encode
chunks = self.iterencode(o, _one_shot=True)
File "/usr/lib/python3.5/json/encoder.py", line 256, in iterencode
return _iterencode(o, 0)
File "/usr/lib/python3.5/json/encoder.py", line 179, in default
raise TypeError(repr(o) + " is not JSON serializable")
TypeError: label_map_path: "label_map.pbtxt"
shuffle: true
tf_record_input_reader {
input_path: "dataset.record"
}
is not JSON serializable
Would appreciate some help here.
JSON can only dump a subset of the python primtivies primitives and dict and list collections (with limitation on self-referencing).
YAML is more powerful, and can be used to dump arbitrary Python objects. But only if those objects can be "investigated" during the representation phase of the dump, which essentially limits that to instances of pure Python classes. For objects created at the C level, one can make explicit dumpers, and if not available Python will try and use the pickle protocol to dump the data to YAML.
Inspecing protobuf on PyPI shows me that there are non-generic wheels available, which is always an indication for some C code optimization. Inspecting one of these files indeed shows a pre-compiled shared object.
Although you make a dict out of the config, this dict can of course only be dumped when all its keys and all its values can be dumped. Since your keys are strings (necessary for JSON), you need to look at each of the values, to find the one that doesn't dump, and convert that to a dumpable object structure (dict/list for JSON, pure Python class for YAML).
You might want to take a look at Module json_format
I'm using a NAO robot with naoqi version 2.1 and Choregraphe on Windows. I want to parse json from an attached file to the behavior. I attached the file like in that link.
Code:
def onLoad(self):
self.filepath = os.path.join(os.path.dirname(ALFrameManager.getBehaviorPath(self.behaviorId)), "fileName.json")
def onInput_onStart(self):
with open(self.filepath, "r") as f:
self.data = self.json.load(f.get_Response())
self.dataFromFile = self.data['value']
self.log("Data from file: " + str(self.dataFromFile))
But when I run this code on the robot (connected with a router) I'll get an error:
[ERROR] behavior.box :_safeCallOfUserMethod:281 _Behavior__lastUploadedChoregrapheBehaviorbehavior_1136151280__root__AbfrageKontostand_3__AuslesenJSONDatei_1: Traceback (most recent call last):
File "/usr/lib/python2.7/site-packages/naoqi.py", line 271, in _safeCallOfUserMethod
func()
File "<string>", line 20, in onInput_onStart
File "/usr/lib/python2.7/site-packages/inaoqi.py", line 265, in <lambda>
__getattr__ = lambda self, name: _swig_getattr(self, behavior, name)
File "/usr/lib/python2.7/site-packages/inaoqi.py", line 55, in _swig_getattr
raise AttributeError(name)
AttributeError: json
I already tried to understand the code from the correspondending lines but I couldn't fixed the error. But I know that the type of my object f is 'file'. How can I open the json file as a json file?
Your problem comes from this:
self.json.load(f.get_Response())
... there is no such thing as "self.json" on a Choregraphe box, import json and then do json.load. And what is get_Response ? That method doesn't exist on anything in Python that I know of.
You might want to first try making a standalone python script (that doesn't use the robot) that can read your json file before you try it with choregraphe. It will be easier.
I have a view that sends back json data from events as described in Arsawh's fullcalendar jquery plugin. Using this worked fine. But after installing Django 1.6.2 I get the follwoing error
Internal Server Error: /customer/todaysfeed/
Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/django/core/handlers/base.py", line 114, in get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "/home/avlahop/development/django/rhombus2/rhombus/utils/decorators.py", line 18, in wrapper
return view(request, *args, **kw)
File "/home/avlahop/development/django/rhombus2/rhombus/customer/views.py", line 103, in todaysfeed
json_list = json.dumps(json_list, cls=DjangoJSONEncoder)
File "/usr/lib/python2.7/dist-packages/simplejson/__init__.py", line 369, in dumps
**kw).encode(obj)
TypeError: __init__() got an unexpected keyword argument 'namedtuple_as_object
What could be wrong? This is the code again
if request.is_ajax():
doctor = Doctor.objects.get(user=request.user)
try:
start = datetime.fromtimestamp(int(request.GET.get('start',''))).replace(tzinfo=utc)
end = datetime.fromtimestamp(int(request.GET.get('end',''))).replace(tzinfo=utc)
except ValueError:
start = datetime.now().replace(tzinfo=utc)
end = datetime.now().replace(tzinfo=utc)
entries = Entry.objects.filter(start__gte=start, end__lte=end, creator=doctor)
json_list = []
for entry in entries:
id=entry.id
title=str(entry.patient)
start=entry.start
end=entry.end
color= doctor.color if doctor.color else "blue"
allDay=False
item = dict(id=id, title=title, start=start, end=end, allDay=allDay, color=color)
json_list.append(item)
json_list = json.dumps(json_list, cls=DjangoJSONEncoder)
return HttpResponse(json_list, content_type='application/json')
EDIT: Found it!! Clamsy of me, i was importing an older version of json. Now everything works great just used import json. Thank you!
This answer should help.
In short, you've got a system simplejson vs Django-packaged json clash as mentioned in the release notes