Write a Python program to create a data validation library using Python's dataclasses and type hints.The task is to develop a Python program that creates a data validation library utilizing Python's "dataclasses" and type hints. This library enables automatic validation of "datacla...
Voluptuous is a Python data validation libraryVoluptuous, despite the name, is a Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.It has three goals:Simplicity. Support for complex data structures. Provide useful error messages....
Voluptuous, despite the name, is a Python data validation library. - GitHub - crgk/voluptuous: Voluptuous, despite the name, is a Python data validation library.
import sjvisualizer as sjv # 从CSV文件加载数据 data_csv = sjv.load_csv('data.csv') # 从Excel文件加载数据 data_excel = sjv.load_excel('data.xlsx') # 从数据库查询结果加载数据 data_db = sjv.load_database(query='SELECT * FROM sales_data', connection_string='mysql://user:password@host...
GitHub 地址: GitHub - pydantic/pydantic: Data validation using Python type hints 使用示例: from pydantic import BaseModel, EmailStr, ValidationError from typing import List, Optional from datetime import datetime class User(BaseModel): id: int name: str email: EmailStr signup_date: datetime = ...
pyvaru: Rule based data validation library for python Python docs github 14 1 3 great- expectations/ great_ expectations Great Expectations helps data teams eliminate pipeline debt, through data testing, documentation, and profiling Python docs github 3127 147 348 ...
Built on the top of Matplotlib, Seaborn is an effective library for creating different visualizations. One of the most important features of Seaborn is the creation of amplified data visuals. Some of the correlations that are not obvious initially can be displayed in a visual context, allowing ...
The Python language has basic features such as while loop control structures and a general-purpose list data type, but interestingly, no built-in array type. The NumPy library adds support for arrays and matrices, plus some relatively simple functions such as array search and array sort. The ...
Python Imaging Library(PIL)已经成为Python事实上的图像处理标准库了,这是由于,PIL功能非常强大,但API却非常简单易用。但是由于PIL仅支持到Python 2.7,再加上年久失修,于是一群志愿者在PIL的基础上创建了兼容的版本,名字叫Pillow,支持最新Python 3.x,又加入...
A validate parameter to these APIs by allowing validation to be skipped when the data source is not accessible from the current compute. TabularDataset.time_before(end_time, include_boundary=True, validate=True) TabularDataset.time_after(start_time, include_boundary=True, validate=True) ...