PubMed Mapper: A Python library that map PubMed XML to Python object

Overview

pubmed-mapper: A Python Library that map PubMed XML to Python object

中文文档

1. Philosophy

view UML

Programmatically access PubMed article is a common task for me. Luckily, with the help of eutils, we can access full article data in XML format. What I need is Python objects, not just XML strings, so pubmed-mapper was born.

2. Installation

pip install pubmed-mapper

3. Usage

3.1 use as library

3.1.1 parse a PubMed ID

from pubmed_mapper import Article


article = Article.parse_pmid('32329900')

# PubMed ID
print(article.pmid)  # 32329900

# ids
print(article.ids)  # [pubmed: 32329900, doi: 10.1111/jgs.16467]
print(article.ids[1].id_type)  # doi
print(article.ids[1].id_value)  # 10.1111/jgs.16467

# title
print(article.title)  # Associations of Coffee...

# abstract
print(article.abstract)  # <p><strong>Background: </strong>Coffee and tea...

# keywords
print(article.keywords)  # ['aging', 'coffee; diet; longevity', 'tea']

# MeSH headings
print(article.mesh_headings)  # ['Aged', 'Body Mass Index', '...']

# authors
print(article.authors)  # [hadyab AH Aladdin H, Manson JE JoAnn E, ...]
print(article.authors[0].last_name)  # Shadyab
print(article.authors[0].forename)  # Aladdin H
print(article.authors[0].initials)  # AH
print(article.authors[0].affiliation)  # Department of Family...

# journal
print(article.journal)  # Journal of the American Geriatrics Society
print(article.journal.issn)  # 1532-5415
print(article.journal.issn_type)  # Electronic
print(article.journal.title)  # Journal of the American Geriatrics Society
print(article.journal.abbr)  # J Am Geriatr Soc

# volume
print(article.volume)  # 68

# issue
print(article.issue)  # 9

# references
print(article.references)  # [n. 2013;129:643-659....]
print(article.references[0].citation)  # Lotfield E, Freedman ND...
print(article.references[0].ids)  # []

# pubdate
print(article.pubdate)  # 2020-09-01

3.1.2 parse a downloaded XML file

from lxml import etree
from pubmed_mapper import Article


infile = 'xxx.xml'
with open(infile) as fp:
    root = etree.parse(fp)


articles = []
for pubmed_article_element in root.xpath('/PubmedArticleSet/PubmedArticle'):
    article =  Article.parse_element(pubmed_article_element)
    articles.append(article)

3.2 use as command line software

3.2.1 parse PubMed ID

pubmed-mapper pmid -p 32329900

3.2.2 parse single PubMed XML file

pubmed-mapper file -i data/pubmed21n0001.xml -o output/pubmed21n0001.jl

3.2.3 parse a directory who contains multiple PubMed XML files

pubmed-mapper directory -i data/ -o output/pubmed-mapper.jl

4. FAQs

4.1 There many types of PubMed article publication date, how do you convert it to datetime.date object?

Parse publication date is a hard work, until now pubmed-mapper can't parse all types of them. The types pubmed-mapper can be parsed and the parsed value are:

type value
2021-03-13 2021-03-13
2021-03 2021-03-01
2021 Spring 2021-04-01
2021 2021-01-01
2021 Jan-Feb 2021-01-01
2021 Mar 13-15 2021-03-13
2021 Mar-2022 Jan 2021-03-01
2021-2022 2021-01-01
2021 Mar 13-Dec 15 2021-03-13
1976-1977 Winter 1976-01-01
1977-1978 Fall-Winter 1977-10-01

4.2 What is pubmed-mapper.log generated by pubmed-mapper?

pubmed-mapper.log is the default log file generate by pubmed-mapper, you can change the file by using --log-file options:

pubmed-mapper --log-file my-custom.log file -i data/pubmed21n0001.xml -o output/pubmed21n0001.jl

You can go to this log file to find out more parsing details.

4.3 I want log detail message in my log file?

Using --log-level can log more detail message:

pubmed-mapper --log-file my-custom.log --log-level DEBUG file -i data/pubmed21n0001.xml -o output/pubmed21n0001.jl
Owner
灵魂工具人
大家好,我是灵魂工具人,我会分享一些由我做的生物信息工具,希望大家喜欢。
灵魂工具人
TileDB-Py is a Python interface to the TileDB Storage Engine.

TileDB-Py TileDB-Py is a Python interface to the TileDB Storage Engine. Quick Links Installation Build Instructions TileDB Documentation Python API re

TileDB, Inc. 149 Nov 28, 2022
A Telegram Bot to manage Redis Database.

A Telegram Bot to manage Redis database. Direct deploy on heroku Manual Deployment python3, git is required Clone repo git clone https://github.com/bu

Amit Sharma 4 Oct 21, 2022
Simplest SQL mapper in Python, probably

SQL MAPPER Basically what it does is: it executes some SQL thru a database connector you fed it, maps it to some model and gives to u. Also it can cre

2 Nov 07, 2022
Import entity definition document into SQLie3. Manage the entity. Also, create a "Create Table SQL file".

EntityDocumentMaker Version 1.00 After importing the entity definition (Excel file), store the data in sqlite3. エンティティ定義(Excelファイル)をインポートした後、データをsqlit

G-jon FujiYama 1 Jan 09, 2022
A Python library for Cloudant and CouchDB

Cloudant Python Client This is the official Cloudant library for Python. Installation and Usage Getting Started API Reference Related Documentation De

Cloudant 162 Dec 19, 2022
Python cluster client for the official redis cluster. Redis 3.0+.

redis-py-cluster This client provides a client for redis cluster that was added in redis 3.0. This project is a port of redis-rb-cluster by antirez, w

Grokzen 1.1k Jan 05, 2023
SQL for Humans™

Records: SQL for Humans™ Records is a very simple, but powerful, library for making raw SQL queries to most relational databases. Just write SQL. No b

Kenneth Reitz 6.9k Jan 07, 2023
A Python DB-API and SQLAlchemy dialect to Google Spreasheets

Note: shillelagh is a drop-in replacement for gsheets-db-api, with many additional features. You should use it instead. If you're using SQLAlchemy all

Beto Dealmeida 185 Jan 01, 2023
asyncio (PEP 3156) Redis support

aioredis asyncio (PEP 3156) Redis client library. Features hiredis parser Yes Pure-python parser Yes Low-level & High-level APIs Yes Connections Pool

aio-libs 2.2k Jan 04, 2023
Monty, Mongo tinified. MongoDB implemented in Python !

Monty, Mongo tinified. MongoDB implemented in Python ! Inspired by TinyDB and it's extension TinyMongo. MontyDB is: A tiny version of MongoDB, against

David Lai 522 Jan 01, 2023
A simple python package that perform SQL Server Source Control and Auto Deployment.

deploydb Deploy your database objects automatically when the git branch is updated. Production-ready! ⚙️ Easy-to-use 🔨 Customizable 🔧 Installation I

Mert Güvençli 10 Dec 07, 2022
Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.

dataset: databases for lazy people In short, dataset makes reading and writing data in databases as simple as reading and writing JSON files. Read the

Friedrich Lindenberg 4.2k Jan 02, 2023
A database migrations tool for SQLAlchemy.

Alembic is a database migrations tool written by the author of SQLAlchemy. A migrations tool offers the following functionality: Can emit ALTER statem

SQLAlchemy 1.7k Jan 01, 2023
An asyncio compatible Redis driver, written purely in Python. This is really just a pet-project for me.

asyncredis An asyncio compatible Redis driver. Just a pet-project. Information asyncredis is, like I've said above, just a pet-project for me. I reall

Vish M 1 Dec 25, 2021
Pysolr — Python Solr client

pysolr pysolr is a lightweight Python client for Apache Solr. It provides an interface that queries the server and returns results based on the query.

Haystack Search 626 Dec 01, 2022
sync/async MongoDB ODM, yes.

μMongo: sync/async ODM μMongo is a Python MongoDB ODM. It inception comes from two needs: the lack of async ODM and the difficulty to do document (un)

Scille 428 Dec 29, 2022
An extension package of 🤗 Datasets that provides support for executing arbitrary SQL queries on HF datasets

datasets_sql A 🤗 Datasets extension package that provides support for executing arbitrary SQL queries on HF datasets. It uses DuckDB as a SQL engine

Mario Šaško 19 Dec 15, 2022
A library for python made by me,to make the use of MySQL easier and more pythonic

my_ezql A library for python made by me,to make the use of MySQL easier and more pythonic This library was made by Tony Hasson , a 25 year old student

3 Nov 19, 2021
Python DBAPI simplified

Facata A Python library that provides a simplified alternative to DBAPI 2. It provides a facade in front of DBAPI 2 drivers. Table of Contents Install

Tony Locke 44 Nov 17, 2021
Async database support for Python. 🗄

Databases Databases gives you simple asyncio support for a range of databases. It allows you to make queries using the powerful SQLAlchemy Core expres

Encode 3.2k Dec 30, 2022