retriever | Quickly download , clean up , and install public datasets | Dataset library

 by   weecology Python Version: 3.1.0 License: Non-SPDX

kandi X-RAY | retriever Summary

kandi X-RAY | retriever Summary

retriever is a Python library typically used in Artificial Intelligence, Dataset applications. retriever has no bugs, it has no vulnerabilities, it has build file available and it has low support. However retriever has a Non-SPDX License. You can install using 'pip install retriever' or download it from GitHub, PyPI.

Finding data is one thing. Getting it ready for analysis is another. Acquiring, cleaning, standardizing and importing publicly available data is time consuming because many datasets lack machine readable metadata and do not conform to established data structures and formats. The Data Retriever automates the first steps in the data analysis pipeline by downloading, cleaning, and standardizing datasets, and importing them into relational databases, flat files, or programming languages. The automation of this process reduces the time for a user to get most large datasets up and running by hours, and in some cases days.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              retriever has a low active ecosystem.
              It has 278 star(s) with 133 fork(s). There are 29 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 40 open issues and 602 have been closed. On average issues are closed in 297 days. There are 7 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of retriever is 3.1.0

            kandi-Quality Quality

              retriever has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              retriever has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              retriever releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              retriever saves you 4693 person hours of effort in developing the same functionality from scratch.
              It has 9907 lines of code, 441 functions and 80 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed retriever and discovered the below as its top functions. This is intended to give you an instant insight into retriever implemented functionality, and help decide if they suit your requirements.
            • Install an engine
            • Install a script
            • Choose a database engine
            • Return a list of scripts that match the given dataset name
            • Check if scripts are available
            • Reload scripts
            • Prints the installation details
            • Download the species table
            • Download files from an archive
            • Create raw data directory
            • Format the data directory
            • Commit a given dataset
            • Return a list of available datasets
            • Get the commit log for a given dataset
            • Get information about a given dataset
            • Display available Rdatasets
            • Install a Postgres database
            • Reset the retriever
            • Insert a raster into the table
            • Return a list of scripts that match the given name
            • Insert data from a file
            • Reloads modules
            • Check for scripts and download
            • Download the script
            • Get dataset names from GitHub
            • Save the script to a csv file
            • Print a list of values
            • Insert a vector into the database
            • Return available datasets
            • Download a dataset
            Get all kandi verified functions for this library.

            retriever Key Features

            No Key Features are available at this moment for retriever.

            retriever Examples and Code Snippets

            No Code Snippets are available at this moment for retriever.

            Community Discussions

            QUESTION

            How to set a variable to implementations of generic typed Trait in rust?
            Asked 2022-Mar-26 at 21:55

            I am new to rust and I am trying to write an app that basically uses one of many possible services to fetch some data, transform it and save to my database.

            I am trying to do something like a generic interface from Java, to instantiate the correct service based on command line input and use it throughout the program.

            I have coded something like this:

            ...

            ANSWER

            Answered 2022-Mar-26 at 21:55

            Since the types are different, one option would be to wrap them in an enum and have some method/s for computing whatever needed depending on the decision. The enum wrapper would abstract the services operations.

            Source https://stackoverflow.com/questions/71631736

            QUESTION

            How to use metadata for document retrieval using Sentence Transformers?
            Asked 2022-Mar-26 at 10:57

            I'm trying to use Sentence Transformers and Haystack for document retrieval, focusing on searching documents on other metadata beside document text.

            I'm using a dataset of academic publication titles, and I've appended a fake publication year (which I want to use as a search term). From reading around I've combined the columns and just added a separator between the title and publication year, and included the column titles since I thought maybe this could add context. An example input looks like:

            title Sparsity-certifying Graph Decompositions [SEP] published year 1980

            I have a document store and method of retrieving here, based on this:

            ...

            ANSWER

            Answered 2022-Mar-26 at 10:57

            It sounds like you need metadata filtering rather than placing the year within the query itself. The FaissDocumentStore doesn't support filtering, I'd recommend switching to the PineconeDocumentStore which Haystack introduced in the v1.3 release a few days ago. It supports the strongest filter functionality in the current set of document stores.

            You will need to make sure you have the latest version of Haystack installed, and it needs an additional pinecone-client library too:

            Source https://stackoverflow.com/questions/71617889

            QUESTION

            image generator problems. how do i remove the previous image?
            Asked 2022-Mar-18 at 15:40

            I need help with my project. I am new to coding but am learning very quick. I have a random image generator but every time I click the button I want the images previously generated to be replaced with the new ones. right now the generator just adds two more images every time I click the button. My goal is that every time I click the button two new random images appear taking the place of the two before. Thanks for the help! here is my code below but i have redacted the images because i wish to keep them private for now.i put the original puppies in place of the real images.

            ...

            ANSWER

            Answered 2022-Mar-18 at 07:00

            In order to clear the images before generating a new set, you have to clear the result span element. Also, I adjusted the code below to declare the images in the array and created a reference to the element outside of the function to minimize the tasks being done in the function.

            Source https://stackoverflow.com/questions/71523254

            QUESTION

            java.lang.NoSuchMethodError: No virtual method setSkipClientToken(Z)V in class Lcom/facebook/GraphRequest;
            Asked 2022-Feb-25 at 23:22

            It was working fine before I have done nothing, no packages update, no gradle update no nothing just created new build and this error occurs. but for some team members the error occur after gradle sync.

            The issue is that build is generating successfully without any error but when opens the app it suddenly gets crash (in both debug and release mode)

            Error

            ...

            ANSWER

            Answered 2022-Feb-25 at 23:22

            We have fixed the issue by replacing

            Source https://stackoverflow.com/questions/71256006

            QUESTION

            ModuleNotFoundError: No module named 'milvus'
            Asked 2022-Feb-15 at 19:23

            Goal: to run this Auto Labelling Notebook on AWS SageMaker Jupyter Labs.

            Kernels tried: conda_pytorch_p36, conda_python3, conda_amazonei_mxnet_p27.

            ...

            ANSWER

            Answered 2022-Feb-03 at 09:29

            I would recommend to downgrade your milvus version to a version before the 2.0 release just a week ago. Here is a discussion on that topic: https://github.com/deepset-ai/haystack/issues/2081

            Source https://stackoverflow.com/questions/70954157

            QUESTION

            left_join produces NAs when key has spaces
            Asked 2022-Feb-04 at 01:28

            I'm getting an unexpected pattern of NAs from a left join. The data come from this week's Tidy Tuesday.

            ...

            ANSWER

            Answered 2022-Feb-04 at 01:28

            I found the issue. On a hunch, I investigated the whitespace.

            Source https://stackoverflow.com/questions/70980101

            QUESTION

            Django ModelForm non-required CharField giving errors
            Asked 2022-Jan-31 at 09:37

            I have a ModelForm for a model that has a couple of files and with every file, a type description (what kind of file it is). This description field on the model has CHOICES. I have set these file uploads and description uploads as hidden fields on my form, and not required. Now the file upload is working, but the description is giving field errors, the placeholder in the dropdown is not a valid choice, it says. That's true, but since it is not required, I would like it to just be left out of the validation and I am stuck on how.

            My codes, shortened them up a bit to keep it concise.

            models.py

            ...

            ANSWER

            Answered 2022-Jan-31 at 09:37

            Your form is submitting desc_1, so there's a an input with name="desc_1" that has a populated value of Type bestand somewhere in your template. blank=True means the value can be left empty. Since your field has choices and blank=True, the submitted value can be either empty or one of the FILE_TYPE_CHOICES.

            You're saying that Type bestand is the placeholder for this field, but if you rendered this field as a hidden input ({{ form.desc_1 }} since you have a widget overridden) it would not and should not have a placeholder.

            A regular form equivalent would be:

            Source https://stackoverflow.com/questions/70920028

            QUESTION

            NET5 JWT Bearer Authentication not recognizing SSL certificate
            Asked 2021-Dec-12 at 15:34

            I have a .NET 5 WebApi using Grpc and an IdentityServer4 running behind a YARP reverse proxy. The reverse proxy is using a valid Let's Encrypt certificate and is routing requests to the other two which are listening on localhost:port and using a self signed certificate. They are running on Linux Mint 20.1 and I created the self signed certificate with OpenSSL and added it to /usr/local/share/ca-certificates/extra and ran update-ca-certificates to update the certificate store.

            Everything runs fine, YARP recognizes the sefl signed certificate for routing the request but requests to the WebApi that require authorization throw this exception:

            ...

            ANSWER

            Answered 2021-Dec-12 at 15:34

            I managed to track down the cause and fix it.

            The Cause
            1. Microsoft.AspNetCore.Authentication.JwtBearer actually makes not 1 but 2 calls to IdentityServer4: one to /.well-known/openid-configuration to get the configuration and then a call to the endpoint returned in jwks_uriof the previous response. The first call was to a localhost:port endpoint using the self signed certificate and working normally but the 2nd was to a realdomain endpoint using the Let's Encrypt certificate and failing with the error in the OP.
            2. The Let's Encrypt certificate had an expired certificate in the chain: it was using DST Root CA X3 instead of ISRG Root X1 (more info here: https://letsencrypt.org/docs/dst-root-ca-x3-expiration-september-2021/)
            Fix for calls using different domains Option 1 - fixing it in IdentityServer4

            This can be achieved by changing the IdentityServer4 origin in Startup.cs:

            Source https://stackoverflow.com/questions/69606080

            QUESTION

            get aws credentials from ec2 metadata services in Go
            Asked 2021-Dec-10 at 22:40

            How can I make the GO SDK fetch the access keys for AWS from the Instance Metadata Service (169.254.169.254) provided by AWS.

            I checked the official AWS SDK for go documentation and there seems to be only ways of fetching the access keys from environment variables, but no credentials retriever from IMS.

            How is this done in go?

            ...

            ANSWER

            Answered 2021-Dec-10 at 22:38

            I checked the official AWS SDK for go documentation and there seems to be only ways of fetching the access keys from environment variables, but no credentials retriever from IMS.

            You just missed it. The Go SDK supports the instance metadata service as well as every other common credentials provider.

            From https://docs.aws.amazon.com/sdk-for-go/v1/developer-guide/configuring-sdk.html:

            If you have configured your instance to use IAM roles, the SDK uses these credentials for your application automatically.

            You don't have to do anything to configure this. It should just work. If you're having problems, make sure that you're not manually configuring some other credentials source.

            Usually you don't have to do anything more than something like:

            Source https://stackoverflow.com/questions/70311009

            QUESTION

            Android-Cordova 10.0.1 Task :app:processDebugGoogleServices FAILED
            Asked 2021-Nov-25 at 13:33

            I have upgraded the cordova-android version from 9.0 to 10.0.1 and facing the below issues while building the Cordova app using - ionic cordova build android

            Errors:

            ...

            ANSWER

            Answered 2021-Aug-15 at 14:36

            It finally worked for me. I changed the gradle version used to 6.7.1 and reinstall some outdated cordova plugins.

            plugins used:

            Source https://stackoverflow.com/questions/68756801

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

            Vulnerabilities

            No vulnerabilities reported

            Install retriever

            Either use pip to install directly from GitHub:.
            Clone the repository
            From the directory containing setup.py, run the following command: pip install .. You may need to include sudo at the beginning of the command depending on your system (i.e., sudo pip install .).
            To set up spatial support for Postgres using Postgis please refer to the spatial set-up docs.

            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:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            Install
          • PyPI

            pip install retriever

          • CLONE
          • HTTPS

            https://github.com/weecology/retriever.git

          • CLI

            gh repo clone weecology/retriever

          • sshUrl

            git@github.com:weecology/retriever.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link