This question is related to the github issue of Neo4django. I want to create multiple graphs using Neo4j graph DB from Django web framework. I'm using Django 1.4.5, neo4j 1.9.2 and neo4django 0.1.8.
As of now Neo4django doesn't support labeling but the above is my core purpose and I want to be able to create labels from Neo4django. So I went into the source code and tried to tweak it a little to see if I can make this addition. In my understanding, the file 'db/models/properties.py' has class BoundProperty(AttrRouter) which calls gremlin script through function save(instance, node, node_is_new). The script is as follows:
script = '''
node=g.v(nodeId);
results = Neo4Django.updateNodeProperties(node, propMap);
'''
The script calls the update function from library.groovy and all the function looks intuitive and nice. I'm trying to add on this function to support labeling but I have no experience of groovy. Does anyone have any suggestions on how to proceed? Any help would be appreciated. If it works it would be a big addition to neo4django :)
Thank you
A little background:
The Groovy code you've highlighted is executed using the Neo4j Gremlin plugin. First it supports the Gremlin graph DSL (eg node=g.v(nodeId)), which is implemented atop the Groovy language. Groovy itself is a dynamic superset of Java, so most valid Java code will work with scripts sent via connection.gremlin(...). Each script sent should define a results variable that will be returned to neo4django, even if it's just null.
Anyway, accessing Neo4j this way is handy (though will be deprecated I've heard :( ) because you can use the full Neo4j embeddeded Java API. Try something like this to add a label to a node
from neo4django.db import connection
connection.gremlin("""
node = g.v(nodeId)
label = DynamicLabel.label('Label_Name')
node.rawVertex.addLabel(label)
""", nodeId=node_id)
You might also need to add an import for DynamicLabel- I haven't run this code so I'm not sure. Debugging code written this way is a little tough, so make liberal use of the Gremlin tab in the Neo4j admin.
If you come up with a working solution, I'd love to see it (or an explanatory blog post!)- I'm sure it could be helpful to other users.
HTH!
NB - Labels will be properly supported shortly after Neo4j 2.0's release- they'll replace the current in-graph type structure.
Related
Does anybody knows, how we can run test cases on a data(function) sent by the user in Django, (as implemented by leetcode, codesignals and codewar)
How my function(solution) is tested against these test, how can I implement this functionality at backend using django, django rest framework (click on this link to see the image)
import subprocess
def test_submission():
compiled_code = "test.out"
test_input = open("path/to/test_input.txt")
submission_output = open("path/to/submission_output.txt")
cmd = [f"./{compiled_code}"]
subprocess.run(cmd, stdin=test_input, stdout=submission_output)
# At this point the output of executed code with test_input is stored in "path/to/submission_output.txt"
return
The test_program can be any file be it C, C++ or Python.
If you don't need test support, you should be able to run code easily by just using the official container images for the language and the Docker CLI.
and there is a tool too which was used by codewar and qualified,
and you can also see this clone of codewar too for better understanding, I think it's bit simplified and a practical implementation of this codewar CLI too,
and one last thing, if you are in python use can also use eval but the prob with using this, some malicious user can insert rogue script that could be harmful, so I think you should avoid using it,
personally I think, you should use the simple docker option with a bit of sandboxing, because in our case, It's mostly just a thin wrapper around Docker API that takes the submitted code, prepares the environment and executes them. It's so simple that the original PoC was just few lines of shell script and a tiny tool written in Go.
I am new to ML and W&B, and I am trying to use W&B to do a hyperparameter sweep. I created a few sweeps and when I run them I get a bunch of new runs in my project (as I would expect):
Image: New runs being created
However, all of the new runs say "no metrics logged yet" (Image) and are instead all of their metrics are going into one run (the one with the green dot in the photo above). This makes it not useable, of course, since all the metrics and images and graph data for many different runs are all being crammed into one run.
Is there anyone that has some experience in W&B? I feel like this is an issue that should be relatively straightforward to solve - like something in the W&B config that I need to change.
Any help would be appreciated. I didn't give too many details because I am hoping this is relatively straightforward, but if there are any specific questions I'd be happy to provide more info. The basics:
Using Google Colab for training
Project is a PyTorch-YOLOv3 object detection model that is based on this: https://github.com/ultralytics/yolov3
Thanks! 😊
Update: I think I figured it out.
I was using the train.py code from the repository I linked in the question, and part of that code specifies the id of the run (used for resuming).
I removed the part where it specifies the ID, and it is now working :)
Old code:
wandb_run = wandb.init(config=opt, resume="allow",
project='YOLOv3' if opt.project == 'runs/train' else Path(opt.project).stem,
name=save_dir.stem,
id=ckpt.get('wandb_id') if 'ckpt' in locals() else None)
New code:
wandb_run = wandb.init(config=opt, resume="allow",
project='YOLOv3' if opt.project == 'runs/train' else Path(opt.project).stem,
name=save_dir.stem)
In the website of https://www.ibm.com/support/knowledgecenter/SSSA5P_12.6.2/ilog.odms.cplex.help/CPLEX/GettingStarted/topics/tutorials/InteractiveOptimizer/solnOptions.html
I knew that when CPLEX solved a problem,it will create a logfile named as "cplex.log", but when I use CPLEX to solve a problem in python, this file wasn't created. And I'm so confused about that if this problem have some matters with the difference of languages. I mean, when using CPLEX to solve a problem in MATLAB, Java or C++, logfile will be created, but not created in python.
I'm expecting for your help.Thanks so much.
The cplex.log file is specific to the CPLEX interactive. It is not created automatically when using the other APIs (e.g., Python, Java, etc.). However, you can create it yourself doing the following (e.g., with the Python API):
cpx = cplex.Cplex()
cplexlog = "cplex.log"
cpx.set_results_stream(cplexlog)
cpx.set_warning_stream(cplexlog)
cpx.set_error_stream(cplexlog)
cpx.set_log_stream(cplexlog)
The argument to the set_*_stream methods can be a path (as above) or a file-like object, so you can do pretty much anything you want (e.g., implement a file-like object to display output on stdout but also write it to a log file, etc.). See the documentation for set_results_stream for more details.
NOTE: There is some output that gets displayed from the interactive that is not available in the other APIs. However, you should be able to recreate it easily as all of the information is available through the programmatic APIs.
EDIT:
With CPLEX 12.10 using a filename with the set_results_stream, set_warning_stream, set_error_stream, and set_log_stream methods has been removed (see announcement here). Instead, a file-like object should be passed in, like so:
with cplex.Cplex() as cpx, \
open("cplex.log") as cplexlog:
cpx.set_results_stream(cplexlog)
cpx.set_warning_stream(cplexlog)
cpx.set_error_stream(cplexlog)
cpx.set_log_stream(cplexlog)
...
I am trying to create an edgeCollection via node command line. I think the db.edgeCollection does this for me. What I don't know is what extra parameters does the function take in order to create a new edge collection.
I am currently using arangojs version 2.15.9
var database = require("arangojs").Database;
var db = new database(http://user:pass#127.0.0.1:8529)
db.edgeCollection(##What should I write here to create a new edge collection?##)
It would be nice if there is a global way of knowing the parameters required by any function.
I am using vim as my code editor.
To create an edgeCollection all I needed to do was this
var collection = db.edgeCollection("new-edge");
collection.create();
This solves the first part. And I am really sorry for not looking for the answer more because there is already a thread that answers the 2nd part of the question.
show function parameters in vim
I think if I understand your question correctly you need to go with arangojs documentation.
Try this https://www.npmjs.com/package/arangojs
If you are using vim editor you lose so many suggestion opportunities provided by IDEs like eclipse,Idea or even notepad++
I am trying to use the Sphinx4 library for speech recognition, but I cannot seem to figure out the correct combination of acoustic model-dictionary-language model. I have tried out various combinations and I get a different error every time.
I am trying to follow the tutorial on http://cmusphinx.sourceforge.net/wiki/tutorialsphinx4. I do not have a config.xml as I would if I was using ConfigurationManager instead of Configuration, because there is no perceivable way of passing the location of the config file to the Configuration itself (ConfigMgr takes it as an argument to the constructor); and that might be my problem right there. I just do not know how to point to one, and since the tutorial says "It is possible to configure low-level components of the application through XML file although you should do that ONLY IF you understand what is going on.", I assume having a config.xml file is not compulsory.
Combining the latest dictionary (7b - obtained from Sourceforge) with the latest acoustic model (cmusphinx-en-us-5.2.tar.gz - from SF again) and the language model (cmusphinx-5.0-en-us.lm.gz - from SF again) results in NullPointerException in startRecognition. The issue is similar to the problem here: sphinx-4 NullPointerException at startRecognition, but the link given in the answer no longer works. I obtained 0.7a from SF (since that is the dict the link seems to point at), but I am getting even earlier in the execution Error loading word: ;;; when I use that one. I tried downloading latest models and dict from the Github repo, that results in java.lang.IndexOutOfBoundsException: Index: 16128, Size: 16128.
Any help is much appreciated!
You need to use latest code from github
http://github.com/cmusphinx/sphinx4
as described by tutorial
http://cmusphinx.sourceforge.net/wiki/tutorialsphinx4
Correct models (en-us) are already included, you should not replace anything. You should not configure any XML files, use samples as provided in the sources.