A Python library for working with IATI XML data according to the IATI 2.03 standard
Project description
Note: This library is under development and in Beta status.
OKFN IATI XML Handler
A Python library for working with IATI XML data according to the IATI 2.03 standard.
Features
- Data models that represent IATI XML elements with validation
- XML generator to create valid IATI XML from Python objects
- Multi-CSV converter for easy data editing in spreadsheet tools
- Support for IATI 2.03 standard
- Enums for standardized code lists
- Data validation to ensure compliance with the standard
Installation
pip install okfn-iati
Usage
Option 1: Multi-CSV Workflow (Recommended)
The easiest way to work with IATI data is using the multi-CSV approach, which splits data into manageable spreadsheet files:
from okfn_iati import IatiMultiCsvConverter
# Create converter
converter = IatiMultiCsvConverter()
# Generate CSV templates with examples
converter.generate_csv_templates(
output_folder="./my_iati_data",
include_examples=True
)
# Edit the CSV files in Excel/LibreOffice, then convert to XML
converter.csv_folder_to_xml(
csv_folder="./my_iati_data",
xml_output="output.xml",
validate_output=True
)
This creates multiple CSV files:
activities.csv- Main activity informationparticipating_orgs.csv- Organizations involvedbudgets.csv- Budget informationtransactions.csv- Financial transactionslocations.csv- Geographic locationssectors.csv- Sector classificationsdocuments.csv- Document linksresults.csv- Results and indicatorscontact_info.csv- Contact information
Option 2: Programmatic Creation
Create IATI activities directly in Python:
from okfn_iati import (
# Main models
Activity, Narrative, OrganizationRef, ParticipatingOrg, ActivityDate,
Location, LocationIdentifier, DocumentLink,
Budget, Transaction, IatiActivities,
# Enums - use these constants instead of strings
ActivityStatus, ActivityDateType, TransactionType, BudgetType, BudgetStatus,
OrganisationRole, OrganisationType, LocationID, DocumentCategory,
# Generator
IatiXmlGenerator
)
# Define reporting organization identifier (following IATI standard format)
reporting_org_id = "XM-DAC-12345"
# Create an IATI Activity
activity = Activity(
# The activity identifier should begin with the reporting org identifier
# followed by a hyphen and a unique string: {org-id}-{activity-unique-id}
iati_identifier=f"{reporting_org_id}-PROJECT001",
reporting_org=OrganizationRef(
ref=reporting_org_id, # Must match the prefix of the activity identifier
type=OrganisationType.GOVERNMENT.value,
narratives=[Narrative(text="Example Organization")]
),
title=[Narrative(text="Example Project")],
description=[{
"type": "1",
"narratives": [
Narrative(text="This is an example project description")
]
}],
activity_status=ActivityStatus.IMPLEMENTATION,
activity_dates=[
ActivityDate(
type=ActivityDateType.PLANNED_START,
iso_date="2023-01-01",
narratives=[Narrative(text="Planned start date")]
)
],
participating_orgs=[
ParticipatingOrg(
role=OrganisationRole.FUNDING,
ref="XM-EXAMPLE-FUNDER",
type=OrganisationType.GOVERNMENT.value,
narratives=[Narrative(text="Example Funding Organization")]
)
],
recipient_countries=[
{
"code": "KE",
"percentage": 100,
"narratives": [Narrative(text="Kenya")]
}
],
sectors=[
{
"code": "11110", # Education policy and administrative management
"vocabulary": "1", # DAC vocabulary
"percentage": 100
}
],
budgets=[
Budget(
type=BudgetType.ORIGINAL,
status=BudgetStatus.INDICATIVE,
period_start="2023-01-01",
period_end="2023-12-31",
value=100000.00,
currency="USD",
value_date="2023-01-01"
)
],
default_currency="USD",
)
# Create an IATI Activities container
iati_activities = IatiActivities(
version="2.03",
activities=[activity]
)
# Generate XML
generator = IatiXmlGenerator()
xml_string = generator.generate_iati_activities_xml(iati_activities)
# Save to file
generator.save_to_file(iati_activities, "example_activity.xml")
Command-Line Tools
The library includes command-line tools for working with CSV and XML files:
# Generate CSV templates with examples
python -m okfn_iati.cli multi-template ./my_data --include-examples
# Convert XML to multiple CSV files
python -m okfn_iati.cli xml-to-csv-folder data.xml ./csv_output
# Convert CSV folder back to XML
python -m okfn_iati.cli csv-folder-to-xml ./csv_output output.xml
# Convert with validation
python -m okfn_iati.cli csv-folder-to-xml ./csv_output output.xml --validate
Working with Existing XML
Convert existing IATI XML to editable CSV files:
from okfn_iati import IatiMultiCsvConverter
converter = IatiMultiCsvConverter()
# Extract XML to CSV files for editing
converter.xml_to_csv_folder(
xml_input="existing_data.xml",
csv_folder="./editable_data"
)
# Edit the CSV files as needed, then convert back
converter.csv_folder_to_xml(
csv_folder="./editable_data",
xml_output="updated_data.xml",
validate_output=True
)
Validation with IATI Validator
The XML generated by this library follows the IATI schema and ruleset requirements. To validate your XML:
- Generate your XML file using this library
- Upload it to the IATI Validator
- Check that it passes both schema validation and IATI ruleset validation
You can validate IATI XML using the built-in IatiValidator class:
from okfn_iati import IatiValidator
# Create a validator
validator = IatiValidator()
# Validate XML string
with open("example_activity.xml", "r") as f:
xml_string = f.read()
is_valid, errors = validator.validate(xml_string)
if is_valid:
print("XML is valid!")
else:
print("XML validation errors:")
for schema_error in errors['schema_errors']:
print(f" Schema error: {schema_error}")
for ruleset_error in errors['ruleset_errors']:
print(f" Ruleset error: {ruleset_error}")
Organisation Files
In addition to activity files, the library supports IATI organisation files:
from okfn_iati import (
IatiOrganisationMultiCsvConverter,
IatiOrganisationXMLGenerator
)
# Generate organisation CSV templates
org_converter = IatiOrganisationMultiCsvConverter()
org_converter.generate_csv_templates(
output_folder="./org_data",
include_examples=True
)
# Convert organisation CSV to XML
org_converter.csv_folder_to_xml(
csv_folder="./org_data",
xml_output="organisation.xml"
)
Start your IATI project
You can start by creating a CSV file and this library will process it to generate valid IATI XML files.
Read the docs here.
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