jaydebeapi
dataset
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| jaydebeapi | dataset | |
|---|---|---|
| 1 | 1 | |
| 355 | 4,717 | |
| - | - | |
| 0.0 | 4.6 | |
| 22 days ago | 8 months ago | |
| Python | Python | |
| GNU Lesser General Public License v3.0 only | MIT License |
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jaydebeapi
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Bulk load Pandas DataFrames into SQL databases using Jaydebeapi
Loading Pandas DataFrames into SQL databases of all names is a common task between all developers working on building data pipelines for their environments or trying to automate ETL jobs generally. And for that, Pandas DataFrame class has the built-in method pandas.DataFrame.to_sql that allows to do so very quickly, for SQLite and all the databases supported by SQLAlchemy library, and when it comes to those who doesn’t have a good support by it ( in my case was IBM DB2 ), developers find themselves forced to think twice for some work around in order to get the job done. Jaydebeapi introduces himself as a good alternative, and it’s particularly seen thus by all developers coming from a Java background and having some familiarities of working with JDBC API to access the database. Let’s start first by creating the database connection. for that reason I will be creating a simple function that takes in params all the informations required and it will give a connection to DB2 as a return.
dataset
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What's the best process for scraping w/ the process of: Webpage -> List of Items -> Scrape Each Item Page
I use the package 'dataset' (https://github.com/pudo/dataset), which lets you write a list of dictionaries as a database table. Easy peasy. :)
What are some alternatives?
snowflake-connector-python - Snowflake Connector for Python
pymssql - Official home for the pymssql source code.
sqllex - The most pythonic ORM (for SQLite and PostgreSQL). Seriously, try it out!
apsw - Another Python SQLite wrapper
PyPika - PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.
SuperSQLite - A supercharged SQLite library for Python
Skytrax-Data-Warehouse - A full data warehouse infrastructure with ETL pipelines running inside docker on Apache Airflow for data orchestration, AWS Redshift for cloud data warehouse and Metabase to serve the needs of data visualizations such as analytical dashboards.
asyncpg - A fast PostgreSQL Database Client Library for Python/asyncio.
cinemagoer - Cinemagoer is a Python package useful to retrieve and manage the data of the IMDb (to which we are not affiliated in any way) movie database about movies, people, characters and companies
awesome-mysql - A curated list of awesome MySQL software, libraries, tools and resources
clickhouse-driver - ClickHouse Python Driver with native interface support