A simple XML file and string reader to read big XML files and strings using iterators with optional conversion to dict
Project description
xml_stream
A simple XML file and string reader that is able to read big XML files and strings by using streams (iterators), with an option to convert to dictionaries
Description
xml_stream
comprises two helper functions:
read_xml_file
When given a path to a file and the name of the tag that holds the relevant data, it returns an iterator
of the data as xml.etree.ElementTree.Element
object by default, or as dicts when to_dict
argument is True
read_xml_string
When given an XML string and the name of the tag that holds the relevant data, it returns an iterator
of the data as xml.etree.ElementTree.Element
object by default, or as dicts when to_dict
argument is True
Main Dependencies
Getting Started
-
Install the package
pip install xml_stream
-
Import the
read_xml_file
and theread_xml_string
classes and use accordinglyfrom xml_stream import read_xml_file, read_xml_string xml_string = """ <company> <staff> <operations_department> <employees> <team>Marketing</team> <location name="head office" address="Kampala, Uganda" /> <bio first_name="John" last_name="Doe">John Doe</bio> <bio first_name="Jane" last_name="Doe">Jane Doe</bio> <bio first_name="Peter" last_name="Doe">Peter Doe</bio> </employees> <employees> <team>Customer Service</team> <location name="Kampala branch" address="Kampala, Uganda" /> <bio first_name="Mary" last_name="Doe">Mary Doe</bio> <bio first_name="Harry" last_name="Doe">Harry Doe</bio> <bio first_name="Paul" last_name="Doe">Paul Doe</bio> </employees> </operations_department> </staff> </company> """ file_path = '...' # path to your XML file # For XML strings, use read_xml_string which returns an iterator for element in read_xml_string(xml_string, records_tag='staff'): # returns the element as xml.etree.ElementTree.Element by default # ...do something with the element print(element) for element_as_dict in read_xml_string(xml_string, records_tag='staff', to_dict=True): # returns the element as dictionary # ...do something with the element dictionary print(element_as_dict) # will print """ { 'operations_department': { 'employees': [ [ { 'team': 'Marketing', 'location': { 'name': 'head office', 'address': 'Kampala, Uganda' }, 'first_name': 'John', 'last_name': 'Doe', '_value': 'John Doe' }, { 'team': 'Marketing', 'location': { 'name': 'head office', 'address': 'Kampala, Uganda' }, 'first_name': 'Jane', 'last_name': 'Doe', '_value': 'Jane Doe' }, { 'team': 'Marketing', 'location': { 'name': 'head office', 'address': 'Kampala, Uganda' }, 'first_name': 'Peter', 'last_name': 'Doe', '_value': 'Peter Doe' }, ], [ { 'team': 'Customer Service', 'location': { 'name': 'Kampala branch', 'address': 'Kampala, Uganda' }, 'first_name': 'Mary', 'last_name': 'Doe', '_value': 'Mary Doe' }, { 'team': 'Customer Service', 'location': { 'name': 'Kampala branch', 'address': 'Kampala, Uganda' }, 'first_name': 'Harry', 'last_name': 'Doe', '_value': 'Harry Doe' }, { 'team': 'Customer Service', 'location': { 'name': 'Kampala branch', 'address': 'Kampala, Uganda' }, 'first_name': 'Paul', 'last_name': 'Doe', '_value': 'Paul Doe' } ], ] } } """ # For XML files (even really large ones), use read_xml_file which also returns an iterator for element in read_xml_file(file_path, records_tag='staff'): # returns the element as xml.etree.ElementTree.Element by default # ...do something with the element print(element) for element_as_dict in read_xml_file(file_path, records_tag='staff', to_dict=True): # returns the element as dictionary # ...do something with the element dictionary print(element_as_dict) # see the print output for read_xml_string
How to test
-
Clone the repo and enter its root folder
git clone https://github.com/sopherapps/xml_stream.git && cd xml_stream
-
Create a virtual environment and activate it
virtualenv -p /usr/bin/python3.6 env && source env/bin/activate
-
Install the dependencies
pip install -r requirements.txt
-
Download a huge xml file for test purposes and save it in the
/test
folder ashuge_mock.xml
-
Run the test command
python -m unittest
Acknowledgements
- This Stack Overflow Answer about converting XML to dict was very helpful.
- This Real Python tutorial on publishing packages was very helpful
License
Copyright (c) 2020 Martin Ahindura Licensed under the MIT License
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