sdc | Numba extension for compiling Pandas data frames | Machine Learning library

 by   IntelPython Python Version: 0.34.0 License: BSD-2-Clause

kandi X-RAY | sdc Summary

kandi X-RAY | sdc Summary

sdc is a Python library typically used in Artificial Intelligence, Machine Learning, Numpy, Pandas applications. sdc has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler
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            kandi-support Support

              sdc has a low active ecosystem.
              It has 631 star(s) with 62 fork(s). There are 33 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 35 open issues and 12 have been closed. On average issues are closed in 139 days. There are 35 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of sdc is 0.34.0

            kandi-Quality Quality

              sdc has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              sdc is licensed under the BSD-2-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              sdc releases are available to install and integrate.
              Build file is available. You can build the component from source.

            Top functions reviewed by kandi - BETA

            kandi has reviewed sdc and discovered the below as its top functions. This is intended to give you an instant insight into sdc implemented functionality, and help decide if they suit your requirements.
            • Set the value of a Pandas Series
            • Checks if two types are equal
            • Check if data is of type
            • Raise an exception
            • Joins two Series objects
            • Pre - allocates the string array
            • Constructs a string array
            • Ensure that arr is in new_size
            • Gets an item from the pandas Series
            • Wrapper for sdc_read_csv_impl
            • Return a dict containing the command - line arguments
            • Compute the counts of pandas Series
            • Get an item from the DataFrame
            • Describe Pandas Series
            • Drop a DataFrame from a DataFrame
            • Returns the indices of the pandas Series
            • Applies pct_change
            • Returns the multiplication of two Series
            • Return a pandas DataFrame grouped by column
            • Creates an operator
            • Fill missing values
            • Calculates the histogram for each axis
            • Wrapper around sdc_take_overload
            • Sorts the pandas Series
            • Convert to Pandas Series
            • Append to Pandas Series
            Get all kandi verified functions for this library.

            sdc Key Features

            No Key Features are available at this moment for sdc.

            sdc Examples and Code Snippets

            No Code Snippets are available at this moment for sdc.

            Community Discussions

            QUESTION

            Replace part of pattern space with result of bash function
            Asked 2022-Apr-15 at 15:03

            I read that mounting devices by name (/dev/sdxy) was not-so-safe because the names of the devices might change between reboots. So, I want to generate an fstab file with UUIDs in place of device names. Tutorials on the internet suggest I find the UUID of the devices I want and manually copy-paste them in /etc/fstab.

            I think there has to be a way to automate that and I'm trying to get sed to work from within a script. Here is the closest I could get to a working script :

            ...

            ANSWER

            Answered 2022-Apr-15 at 15:03

            With GNU sed for the e modifier of the substitute command:

            Source https://stackoverflow.com/questions/71884563

            QUESTION

            Means and SDs of a list of variables
            Asked 2022-Mar-25 at 09:26

            I have the following code in Stata that I am trying to translate to python

            ...

            ANSWER

            Answered 2022-Mar-25 at 09:09

            In this code, each variable is treated separately, so a non-missing value will be included in a calculation regardless of whether missing values exist in the same observation for other variables.

            It's not your purpose, but it can be simplified.

            1. quietly can be said once, not repeatedly.

            2. summarize by itself yields mean and SD; the detail option is overkill.

            3. Only one file write statement is needed.

            Necessarily I can't test this rewrite.

            Source https://stackoverflow.com/questions/71611430

            QUESTION

            Using Python to pull files/(kml's) from multiple URLs
            Asked 2022-Mar-15 at 22:39

            I'm a beginner with python and was trying to automate a process which involves going to a site :http://www.wildcad.net/WildCADWeb.asp and clicking every single dispatch center, for example: http://www.wildcad.net/WCAZ-ADC.htm , from there loading a kml. I noticed that each page follows a similar format so I thought I could use a select all function. I wrote my code as...

            ...

            ANSWER

            Answered 2022-Mar-15 at 22:39

            Working code. Please just run the code.

            Source https://stackoverflow.com/questions/71489218

            QUESTION

            Using BeautifulSoup to pull multiple kml files
            Asked 2022-Mar-15 at 18:09

            I'm learning python and was trying to automate a process which involves going to a site : wildcad net and clicking every single dispatch center, from there loading a kml. I noticed that each page follows a similar format,

            ...

            ANSWER

            Answered 2022-Mar-15 at 18:09

            If I understood the question,then this is the next working example

            Source https://stackoverflow.com/questions/71486358

            QUESTION

            How would I prevent adding multiple copies of the same data to my firebase database
            Asked 2022-Feb-23 at 15:33

            I am designing a small sports news app as a school project that scrapes data from the web, posts it to a firebase realtime database and is then used in an application being built on android studio by my project partner. So far during development I have just been deleting the database and rebuilding it every time i run the code to prevent build-up of the same data. I am wondering how i would go about checking to see if a piece of data exists before it push the data to the database. Thanks if anyone is able to point me in the right direction. Here is my code for pushing the data to firebase:

            ...

            ANSWER

            Answered 2022-Feb-23 at 15:33

            There are a few main options here:

            1. You can use a query to check if the data already exists, before writing it. Then when it doesn't exist yet, you can write it.

            If multiple users/devices can be adding data at the same time, the above won't work as somebody may write their data just after you have checked if the values already exist. In that case you'll want to:

            1. Use the values that are to be unique as the key of the data (so using child("your_unique_values").set instead of push), and use a transaction to ensure you don't overwrite each other's data.

            Source https://stackoverflow.com/questions/71238847

            QUESTION

            Python subprocess.run not working but shows completed
            Asked 2022-Feb-19 at 03:36

            Hello first thanks to everyone who contributes! As a new to python self learner you have all saved me alot of time. Now for my first question ever.

            I am attempting to use echo to pass a value to a device, specifically /dev/hddled#. I am attempting to do this in Python using the following script, I understand it is not very clean I am still learning.

            ...

            ANSWER

            Answered 2022-Feb-19 at 03:36

            If you use shell=True, you must only pass a single string argument as the first argument to subprocess.run. When you write:

            Source https://stackoverflow.com/questions/71181909

            QUESTION

            Adapt Asp.net JavaScript jsgantt-improved Gantt chart into Blazor
            Asked 2022-Jan-29 at 23:02

            There is one nice looking Gantt chart available with example for Asp.net. However I am having hard times to understand how it can be done in Blazor with razor pages. Can somebody give me some hints how to proceed?

            I have placed jsgantt.js and jsgantt.css into wwwroot and also added references in index.html.

            But then how to handle that part? Also I guess data should better come from json?

            ...

            ANSWER

            Answered 2022-Jan-29 at 23:02

            Blazor can talk with javascript through Microsoft.JSInterop.IJSRuntime. You can create a javascript function in your index.html to show Gantt, then call it from your blazor code.

            Here is an example. I simply implement the example from https://github.com/jsGanttImproved/jsgantt-improved.

            First, in you index.html, include jsgantt css and js, and prepare a function to be called from blazor. It is kind of an api exposed to blazor to show Gantt. I assume you save jsgantt files under wwwroot/content folder.

            Source https://stackoverflow.com/questions/70807855

            QUESTION

            kafka + how to spread topics from one disk to all other new disks
            Asked 2022-Jan-19 at 04:46

            We have Kafka cluster version 2.7

            And each machine was with one disk as the following

            ...

            ANSWER

            Answered 2022-Jan-19 at 04:46

            To my knowledge, Kafka doesn't have an intra node rebalance like Hadoop has.

            In theory, you could try shutting down the broker, mounting the new partitions to a directory, adding those to log.dirs, then moving the topic partitions over to those directories, and restarting the broker. However, I'm not sure how you'd handle files like meta.properties

            Another alternative, after updating the broker config, would be to use the reassign partition tool to completely move partitions or topics off that larger broker, then move it back. Or just completely start deleting directories from the large usage disk, and let replication move it back across all disks, hopefully

            Source https://stackoverflow.com/questions/70761888

            QUESTION

            Errors when running the FHIR Validator on the US Core Patient example
            Asked 2022-Jan-08 at 22:03

            When I do the following...

            • Download the FHIR validator
            • Download the US Core Patient Example
            • Run the following command: java -Xmx2g -jar validator_cli.jar Patient-example.json -version 4.0.1 -ig hl7.fhir.us.core

            I wouldn't expect any errors, but receive the following:

            ...

            ANSWER

            Answered 2022-Jan-08 at 22:03

            The problem is that the validator is picking up a pre-release package (4.1.0) to validate against, not the formal release which is 4.0.0. And there's some problem with the way 4.1.0 defines the race category.

            You can fix this by specifying the version of US core to validate against:

            Source https://stackoverflow.com/questions/70584768

            QUESTION

            Convert YAML files to CSV (Excel) /dev/sda problem
            Asked 2021-Dec-29 at 11:15

            I have 100 similar yml files and need to parse all of this files into one csv file. I don't have much practice in python :( This yaml files look like this:

            ...

            ANSWER

            Answered 2021-Dec-29 at 11:15

            yaml.safe_load will process the yaml into a dictionary. This means you can then iterate over it using the standard dictionary methods (i.e. no need to try to parse it as strings with split etc).

            Assuming you want each column to be the values of the 3 entries in each nested dict, we can take advantage of the items being added to the dict in order and just use values() to extract them. The following demonstrates the process with a single bit of yaml data - but it should be easy to nest this inside the code iterating over all the files:

            Source https://stackoverflow.com/questions/70518477

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

            Vulnerabilities

            No vulnerabilities reported

            Install sdc

            You can download it from GitHub.
            You can use sdc 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 .
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