Metadata-Version: 2.1
Name: py-topping
Version: 0.3.5
Summary: simplify functions from other libraries functions in 1-2 lines
Home-page: https://github.com/chanon-kr/Shared_Function
Author: Chanon Krittapholchai
Author-email: chanon.krittapholchai@gmail.com
License: MIT
Download-URL: https://github.com/chanon-kr/Shared_Function/archive/0.3.5.tar.gz
Description: # py_topping, a topping on some already great libraries
        ## I create this library to simplify and standardize my friends' projects
        This library focus on "simplify" (& lazy) not performance <br><br>
        
        PyPi Project Page : (https://pypi.org/project/py-topping)
        <br><br>To Install a Stable Version<br>
        ```python
        pip install py-topping
        ```
        <br>To Install a Newest Version<br>
        ```python
        pip install git+https://github.com/chanon-kr/Shared_Function.git
        ```
        <br>
        This library will *NOT auto install dependencies for you but you could see the list of dependencies below<br><br>
        You could see samples of how to use this library inside the samples folder in github<br>
        (https://github.com/chanon-kr/Shared_Function)
        <br>
        
        ***
        ### database
          - Original to Work with SQL Server, MySQL, PostGreSQL and SQLite
          - Since 0.3.5, It can work with GCP's BigQuery, still need more test on Cloud
          - To read view, table or store procedure as pandas dataframe 
          - To insert pandas dataframe into SQL with option for existing row :
            - Replace same key(s) with new from dataframe with option to use ">" or "<" condition
            - Add Only row with non-existing key(s)
            - Replace whole table
          - Can parallel insert by using dask's delayed (not recommend)
          - Can't read Store Procedure in PostGreSQL will solve this in later version
          - Will working with Oracle Database in later version
          - Dependencies for this library as listed ;<br>
        ```sqlalchemy```
        ```pandas```
        ```dask```
        ```toolz```
          - Additional dependencies for GCP's BigQuery as listed ;<br>
        ```pybigquery```
        ```pandas-gbq```
        ```google-cloud-bigquery```
        ```google-cloud-bigquery-storage```
         - Sample of use => https://github.com/chanon-kr/Shared_Function/blob/main/samples/database.ipynb
        
        ***
        ### sharepoint
          - to download file from SP365 or SP on prim
          - to read csv/excel from SP365 as pandas dataframe
          - to download List as csv or pandas dataframe from SP365
          - upload file to SP365 or SP on prim
          - Dependencies for this library as listed ;
        ```Office365-REST-Python-Client (recommend 2.2.1)```
          - Sample of use => https://github.com/chanon-kr/Shared_Function/blob/main/samples/sharepoint.ipynb
        
        ***
        ### gcp
          - to download file from GCP's bucket Storage
          - upload file from GCP's bucket Storage
          - Dependencies for this library as listed ;
        ```...```
          - Sample of use => Add Later
        
        ***
        ### data_preparation
          - Encode categorical column
          - Create lagging parameter
          - Simple Deep Learning Model for Regression
          - Dependencies for this library as listed ;
        ```pandas```
        ```sklearn```
        ```tensorflow>=2```
          - Sample of use  
            - Data Prep => https://github.com/chanon-kr/Shared_Function/blob/main/samples/data_preparation.ipynb
            - Simple Deep Learning => https://github.com/chanon-kr/Shared_Function/blob/main/samples/lazy_ml.ipynb
        
        ***
        ### general_use
          - To send email with python 
          - To logging in csv file
          - To check port status
          - To send LINE message, sticker or picture with line notify
          - Sample of use 
            - LINE => https://github.com/chanon-kr/Shared_Function/blob/main/samples/lazy_LINE.ipynb
            - EMAIL => https://github.com/chanon-kr/Shared_Function/blob/main/samples/email_sender.ipynb
            - Other => https://github.com/chanon-kr/Shared_Function/blob/main/samples/other_function.ipynb
        
        ***
        ### run_pipeline
          - to run your python or notebook scripts 
            - with logging as a csv
            - with logging into sql table
            - with emailing the log when have/don't have errors
            - Dependencies for this library as listed ;
        ```papermill```
          - Sample of use  => https://github.com/chanon-kr/Shared_Function/blob/main/samples/run_pipeline.ipynb
Keywords: utility,ETL
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.7
Description-Content-Type: text/markdown
