gae | Implementation of Graph Auto-Encoders in TensorFlow | Machine Learning library

 by   tkipf Python Version: Current License: MIT

kandi X-RAY | gae Summary

kandi X-RAY | gae Summary

gae is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. gae has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

Implementation of Graph Auto-Encoders in TensorFlow
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            kandi-support Support

              gae has a medium active ecosystem.
              It has 1533 star(s) with 346 fork(s). There are 35 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 45 open issues and 32 have been closed. On average issues are closed in 6 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of gae is current.

            kandi-Quality Quality

              gae has 0 bugs and 0 code smells.

            kandi-Security Security

              gae has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              gae code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              gae is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              gae releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              gae saves you 188 person hours of effort in developing the same functionality from scratch.
              It has 463 lines of code, 32 functions and 9 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed gae and discovered the below as its top functions. This is intended to give you an instant insight into gae implemented functionality, and help decide if they suit your requirements.
            • Construct test set of test edges
            • Convert a sparse matrix into a tuple
            • Load the test data for a given dataset
            • Parse an index file
            • Call the function
            • Dropout layer
            • Compute the ROC score
            • Construct a feed dictionary
            • Preprocess the adjacency matrix
            • Convert a sparse matrix into a tuple
            • Builds the graph
            Get all kandi verified functions for this library.

            gae Key Features

            No Key Features are available at this moment for gae.

            gae Examples and Code Snippets

            copy iconCopy
            upload: https://.appspot.com/blob_upload
            or: http://localhost:8080/blob_upload
            
            js:  
            css: 
            pdf: Test PDF
            img: 
            
            images: https://lhN.ggpht.com/NlCARAtN.........3NQW9ZxYpms=s698
            other:  https://storage.googleapis.com/default_buck  
            Gradle GAE plugin,Usage
            Groovydot img2Lines of Code : 13dot img2License : Permissive (Apache-2.0)
            copy iconCopy
            apply plugin: 'gae'
            
            buildscript {
                repositories {
                    mavenCentral()
                }
            
                dependencies {
                    classpath 'org.gradle.api.plugins:gradle-gae-plugin:0.9'
                }
            }
            
            dependencies {
                gaeSdk 'com.google.appengine:appengine-java-sdk:1.7.3'  
            gae-init-upload,Initializing or Resetting the project
            Pythondot img3Lines of Code : 7dot img3License : Permissive (MIT)
            copy iconCopy
            $ cd /path/to/project-name
            $ npm install
            $ gulp
            
            $ gulp reset
            $ npm install
            $ gulp
            
            $ npm install -g gulp
              

            Community Discussions

            QUESTION

            Is Google App Engine standard environment compatible with next/image?
            Asked 2022-Mar-16 at 22:34

            I am using imagekit.io CDN in front of Cloud Storage rendering with the next/image component. I had next/image working prior seeing online that it was not compatible with the GAE standard environment. This concerns me... even though it is working, I'm wondering if there is some kind of inefficiency because next cannot cache images outside of /tmp. next/image is kind of a magic black box to me.

            next.config.js ...

            ANSWER

            Answered 2022-Mar-16 at 22:34

            TL; DR Google App Engine Standard is not a great option for Next

            As you've pointed out from the tutorial:

            Nextjs Features like Image Component with Optimization, Incremental Static Regeneration requires nextjs cache folder to be read/written on runtime. But our Standard Environment has read and write access only to the /tmp directory.

            Is not suitable to use next/image component on App Engine Standard due to the limitation that you could not write on runtime. This conclusion is based on the official documentation from both, Google App Engine Standard and NextJS

            NextJS (next/image)

            Images are optimized dynamically upon request and stored in the /cache/images directory. The optimized image file will be served for subsequent requests until the expiration is reached.

            Google App Engine Standard:

            All files in this directory are stored in the instance's RAM, therefore writing to /tmp takes up system memory. In addition, files in the /tmp directory are only available to the app instance that created the files. When the instance is deleted, the temporary files are deleted.

            This seems to be a common struggle between developers using some NextJS components that requires to write to the /cache folder running on App Engine Standard, as shown on this GitHub discussion:

            Currently, the image optimiser caches images locally, in the servers filesystem, typically under .next/cache/images. While this is fine on some platform, it's not uncommon for managed deployment target to restrict write access to the filesystem (e.g. Google App Engine only provides write access to an in-memory /tmp folder) ... Currently, the only option we have to use next image optimization within Google App Engine is to use a custom server, override the handler for _next/images with an handler that does exactly the same as the image optimizer

            And on this GitHub issue:

            Did you have a solution for this one? Considering moving our marketing site to AWS temporarily over this. Can't use next/image on GCP GAE.

            If you really need to deploy to GCP GAE, you can set your application to a flex environment.

            See also:

            Source https://stackoverflow.com/questions/71429343

            QUESTION

            Unable to create a new Cloud Function - cloud-client-api-gae
            Asked 2022-Feb-11 at 18:49

            I'm unable to create a Cloud Function in my GCP project using GUI, but have admin roles for GCF, SA and IAM.

            Here is the error message:

            Missing necessary permission iam.serviceAccounts.actAs for cloud-client-api-gae on the service account serviceaccountname@DOMAIN.iam.gserviceaccount.com. Grant the role 'roles/iam.serviceAccountUser' to cloud-client-api-gae on the service account serviceaccountname@DOMAIN.iam.gserviceaccount.com.

            cloud-client-api-gae is not an SA nor User on my IAM list. It must be a creature living underneath Graphical User Interfrace.

            I have Enabled API for GCF, AppEngine and I have Service Account Admin role.

            I had literally 0 search results when googling for cloud-client-api-gae.

            ...

            ANSWER

            Answered 2022-Jan-18 at 13:53

            I contacted GCP support and it seems I was missing a single permission for my user: Service Account User - that's it.

            PS: Person from support didn't know what this thing called "cloud-client-api-gae" is.

            Source https://stackoverflow.com/questions/70756708

            QUESTION

            Filtering Data out of 2 CSVs and Getting Objects within Object
            Asked 2022-Feb-10 at 00:07

            So what I am attemping to do is filter some data through a csv from a csv and when it goes through it searches the column and give me all the values that have a matching value in the 2nd CSV from the 1st one. However the values its giving are the groups when in fact I need the devices that are in the groups. So kinda like a group of object inside of an object.

            ...

            ANSWER

            Answered 2022-Feb-10 at 00:07

            The Object[] in the result CSV means that there are multiple values found per DisplayName (i.e.: iPad-PER-Students-ML03 has multiple appearances in the big CSV) hence why there are multiple serials and multiple objectIDs. This would require 2 nested loops to unroll all the data:

            1. An outer loop to enumerate all rows of the Azure Groups CSV.
            2. And, an inner loop to enumerate all rows of the Big CSV per appearance of DisplayName / NewGroup.

            Source https://stackoverflow.com/questions/71057016

            QUESTION

            How to download json file to cloud storage on app engine node.js standard environment
            Asked 2022-Jan-25 at 14:38

            I have a web application on GAE node.js standard environment. The server receives a POST request containing json in its body (not ready json file). I want to write this json file to Cloud Storage. How to do this?

            ...

            ANSWER

            Answered 2022-Jan-23 at 21:39

            You have to get the body (the JSON) and save it in a cloud storage file. That should be enough

            Source https://stackoverflow.com/questions/70825070

            QUESTION

            Google app engine deployment fails- Error while finding module specification for 'pip' (AttributeError: module '__main__' has no attribute '__file__')
            Asked 2022-Jan-08 at 22:02

            We are using command prompt c:\gcloud app deploy app.yaml, but get the following error:

            ...

            ANSWER

            Answered 2022-Jan-06 at 09:24

            Your setuptools version is likely to be yanked:

            https://pypi.org/project/setuptools/60.3.0/

            Not sure how to fix that without a working pip though.

            Source https://stackoverflow.com/questions/70602290

            QUESTION

            How to connect google app engine with secret manager to Postgres?
            Asked 2021-Dec-21 at 12:59

            I'm trying to connect from a nodejs/typescript codebase running in GAE to a GCP managed Postgres db via secret manager.

            I'm getting:

            ...

            ANSWER

            Answered 2021-Dec-21 at 12:59

            First, make sure you've granted Secrets Access to the GAE service account in IAM.

            Then use the following code example to get your ENV vars from secret manager.

            Source https://stackoverflow.com/questions/70435880

            QUESTION

            How to join Google App Engine's logging table in BigQuery with Error Reporting
            Asked 2021-Dec-02 at 20:04

            Google App Engine (GAE) creates a table for each day of logging with lines containing several logs information, such as "status" (e.g.: 500, 404), etc.

            Yet, this table does not contain the Resolution Status for the errors in Error Reporting. E.g.:

            At the moment, I would like to get how many "Acknowledged" errors happen per day. I can get which errors happen per day through the appengine_googleapis_com_request_log_* (e.g.: appengine_googleapis_com_request_log_20211130). However, I don't know how can I get if the error is Acknowledged or Open.

            Does anyone know how can I combine those information, or at least if Error Reporting saves its information in any BigQuery table?

            ...

            ANSWER

            Answered 2021-Dec-02 at 20:04

            Reviewing Google documentation to help with your question, apparently, it is impossible to get the resolution status.

            You can view your errors on the Error Reporting page of your GCP Console, which displays a list of all errors in the order of frequency. Errors with the same root cause are grouped together. The error reporting list provides the following information for all reported errors:

            • Resolution status
            • Occurrences
            • Users
            • Error
            • Seen in
            • First seen
            • Last seen
            • Response code

            In case you would like to have more information, you can review the viewing error documentation.

            Now, as I said, there is no way to get the resolution status; however, what you can try to do is a feature request.

            Here is some documentation that shows what you can get with the API, it could help you with the feature request.

            Additionally, here is a link I found regarding the Error Processing and Log Monitoring documentation using GCP.

            Source https://stackoverflow.com/questions/70173886

            QUESTION

            Catch inexistent static files in app.yaml
            Asked 2021-Nov-25 at 22:13

            In app.yaml I have

            ...

            ANSWER

            Answered 2021-Nov-25 at 22:12

            QUESTION

            How do I use the latest version of pandas on Google App Engine Flexible
            Asked 2021-Nov-20 at 02:47

            I am using Google App Engine Flexible with a standard Python 3 runtime. I had been using pandas 1.0.5 until now. I want to start using pandas 1.3.4. So I updated requirements.txt and tried deploying to GAE. I got an error

            ...

            ANSWER

            Answered 2021-Nov-20 at 02:47

            My original app.yaml had python_version: 3. The Google Cloud docs here state that python_version: 3 in app.yaml refers to Python 3.7.2. However, the build logs contained a line RUN virtualenv --no-download /env -p python3.6.

            SOLUTION: Change the config to python_version: 3.7. Now the corresponding line in the build log says RUN virtualenv --no-download /env -p python3.7.

            Source https://stackoverflow.com/questions/70041978

            QUESTION

            Google App Engine Java 11 - unclear errors com.google.apphosting.api.ApiProxy$CallNotFoundException
            Asked 2021-Oct-22 at 12:09

            We are currently migrating our App Engine from Java 8 to Java 11 using the bundled services (https://cloud.google.com/blog/products/serverless/support-for-app-engine-services-in-second-generation-runtimes).

            We made it as far as that the application seems to be running as expected - BE, FE and Datastore all seem to work in our staging GCP project.

            The following errors are showing up in our logs every 10 seconds, however:

            ...

            ANSWER

            Answered 2021-Oct-22 at 12:09

            As per the App Engine documentation regarding issuing HTTP requests, if you use URL Fetch, it will cause requests to cloud client libraries (and that includes the Google Cloud Debugger Client for Java) to fail.

            As wer are using the bundled services, we are still using an appengine-web.xml file.

            We had the following line in there:

            urlfetch

            Removing that line fixed the issue for us.

            Source https://stackoverflow.com/questions/69496712

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install gae

            You can download it from GitHub.
            You can use gae like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

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            CLONE
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            https://github.com/tkipf/gae.git

          • CLI

            gh repo clone tkipf/gae

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            git@github.com:tkipf/gae.git

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