Test Data Generation
- 1 General information
- 2 Insuree module
- 2.1 Requirements
- 2.2 Syntax
- 2.3 Examples
- 3 Claim module
General information
Each openIMIS module can provide scripts that automatically generate test data with some different patterns to fill the database with a certain amount of data.
Since these scripts are only intended for special test installations and for security purpose, they can only be run from the command line.
Note for developers: do not forget to add a __init__.py file into your commands folder or the commands will not be available when installing the module from pypi.org
Insuree module
The insuree module has a custom Django command generateinsurees that can generate any number of insurees, along with their family and an optional active policy.
Requirements
The Faker module must be installed (see dev-requirements).
Syntax
The generateinsurees syntax is the following:
generateinsurees <number_of_families> <number_of_members_in_each_family> [--policy] [--verbose] [--locale=<locale_name>]
<number_of_families>: the number of families that must be generated. Mandatory.
<number_of_members_in_each_family>: the number of extra family members - on top of the family head - that should be added to the existing family. Mandatory.
[--policy]: (optional) creates an active policy for this family.
[--verbose]: (optional) writes in the standard output what the script is doing.
[--locale=<locale_name>]: (optional) creates insurees with names that sound like typical names from the country represented by <locale_name>. The list of available locales is available here. A locale can only be used if the
faker.providers.personentry is present in the list.
Each generated insuree will have a randomly generated chf_id (code).
Examples
openimis-be_py/openIMIS (openimis-venv)
❯ python manage.py generateinsurees 4 2 --policy --locale=fr_BEThe above command will generate 4 families of 3 members (2 members + 1 head), with an active policy, with Belgian French names.
Similarly, with verbose output and Nepalese locale:
openimis-be_py/openIMIS (openimis-venv)
❯ python manage.py generateinsurees 5 1 --locale=ne_NP --verbose
1 created head insuree and family शिखा राजकर्णिकार 151523265
Created family member 1 सानु
2 created head insuree and family उषा सुनुवार 767839402
Created family member 1 उम्मेद
3 created head insuree and family गोविन्द महर्जन 182442233
Created family member 1 डा.
4 created head insuree and family आयुषा श्रेष्ठ 165451952
Created family member 1 स्वेच्छा
5 created head insuree and family निम्मी शाह 376845104
Created family member 1 श्रद्धाClaim module
The claim module has a custom Django command generateclaims that can generate any number of claims, along with their services and items.
Syntax
The generateclaims syntax is the following:
generateclaims <number_of_claims> <number_of_services_in_each_claim> <number_of_items_in_each_claim> [--verbose]
<number_of_claims>: the number of claims that must be generated. Each claim will be generated with a random code. Mandatory.
<number_of_services_in_each_claim>: the number of services that should be included in each claim. These services are selected randomly among the existing ones, with a random price ([1 ; 1000]) and a random quantity ([1 ; 10]). Mandatory.
<number_of_items_in_each_claim>: the number of items that should be included in each claim. These items are selected randomly among the existing ones, with a random price ([1 ; 1000]) and a random quantity ([1 ; 10]). Mandatory.
[--verbose]: (optional) writes in the standard output what the script is doing.
Example
openimis-be_py/openIMIS (openimis-venv)
❯ python manage.py generateclaims 4 2 0 --verboseThe above command will generate 4 claims, each of which will have 2 services and no item. The generation process will be displayed in the standard output.
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