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job.jsonnet
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job.jsonnet
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local job(name, args_excl_output) = {
apiVersion: 'batch/v1',
kind: 'Job',
metadata: {
name: name,
namespace: 'domestic-heating-abm',
},
spec: {
completions: 10,
parallelism: 5,
template: {
spec: {
containers: [
{
name: 'domestic-heating-abm',
image: std.extVar('IMAGE_URI'),
command: ['python', '-m', 'simulation'],
args: args_excl_output + [
'--bigquery',
'select * from %s.prod_domestic_heating.dim_household_agents where abs(mod(farm_fingerprint(id), 307)) = 1' % std.extVar('PROJECT_ID'),
'gs://%s/%s/{uuid}/output.jsonl.gz' % [std.extVar('BUCKET_NAME'), name],
],
env: [
{ name: 'PROJECT_ID', value: std.extVar('PROJECT_ID') },
],
resources: {
requests: {
memory: '1024Mi',
cpu: '1000m',
},
},
},
],
restartPolicy: 'Never',
serviceAccountName: 'runner',
},
},
},
};
[
// scenarios
job('01-%s-rhi' % std.extVar('SHORT_SHA'), [
'--intervention',
'rhi',
'--start-date',
'2012-01-01',
'--steps',
'120',
'--heat-pump-installer-annual-growth-rate',
'0',
]),
job('02-%s-baseline' % std.extVar('SHORT_SHA'), [
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
]),
job('03a-%s-bus' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
]),
job('03b-%s-bus-policy' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--price-gbp-per-kwh-gas',
'0.0589',
'--price-gbp-per-kwh-electricity',
'0.1494',
]),
job('03c-%s-bus-policy-high-awareness' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--heat-pump-awareness',
'0.5',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--price-gbp-per-kwh-gas',
'0.0589',
'--price-gbp-per-kwh-electricity',
'0.1494',
]),
job('04a-%s-max-policy' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--intervention',
'gas_oil_boiler_ban',
'--gas-oil-boiler-ban-date',
'2035-01-01',
'--gas-oil-boiler-ban-announce-date',
'2025-01-01',
'--heat-pump-awareness',
'0.5',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--price-gbp-per-kwh-gas',
'0.0589',
'--price-gbp-per-kwh-electricity',
'0.1494',
'--include-new-builds',
]),
job('04b-%s-max-policy-unlimited-installers' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--intervention',
'gas_oil_boiler_ban',
'--gas-oil-boiler-ban-date',
'2035-01-01',
'--gas-oil-boiler-ban-announce-date',
'2025-01-01',
'--heat-pump-awareness',
'0.5',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--price-gbp-per-kwh-gas',
'0.0589',
'--price-gbp-per-kwh-electricity',
'0.1494',
'--heat-pump-installer-count',
'10000000000'
]),
job('04c-%s-max-policy-delayed-announcement' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--intervention',
'gas_oil_boiler_ban',
'--gas-oil-boiler-ban-date',
'2035-01-01',
'--gas-oil-boiler-ban-announce-date',
'2030-01-01',
'--heat-pump-awareness',
'0.5',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--price-gbp-per-kwh-gas',
'0.0589',
'--price-gbp-per-kwh-electricity',
'0.1494',
'--include-new-builds'
]),
job('05-%s-max-industry' % std.extVar('SHORT_SHA'), [
'--heat-pump-awareness',
'0.5',
'--heating-system-hassle-factor',
'0',
'--all-agents-heat-pump-suitable',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--air-source-heat-pump-price-discount-date',
'2025-01-01:0.6',
]),
job('06a-%s-max-policy-max-industry' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--intervention',
'gas_oil_boiler_ban',
'--gas-oil-boiler-ban-announce-date',
'2025-01-01',
'--gas-oil-boiler-ban-date',
'2035-01-01',
'--heat-pump-awareness',
'0.5',
'--heating-system-hassle-factor',
'0',
'--all-agents-heat-pump-suitable',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--air-source-heat-pump-price-discount-date',
'2025-01-01:0.6',
'--price-gbp-per-kwh-gas',
'0.0589',
'--price-gbp-per-kwh-electricity',
'0.1494',
'--include-new-builds'
]),
job('06b-%s-max-policy-max-industry-unlimited-installers' % std.extVar('SHORT_SHA'), [
'--intervention',
'boiler_upgrade_scheme',
'--intervention',
'gas_oil_boiler_ban',
'--gas-oil-boiler-ban-announce-date',
'2025-01-01',
'--gas-oil-boiler-ban-date',
'2035-01-01',
'--heat-pump-awareness',
'0.5',
'--heating-system-hassle-factor',
'0',
'--all-agents-heat-pump-suitable',
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.3',
'--air-source-heat-pump-price-discount-date',
'2025-01-01:0.6',
'--price-gbp-per-kwh-gas',
'0.0589',
'--price-gbp-per-kwh-electricity',
'0.1494',
'--heat-pump-installer-count',
'10000000000'
]),
// sensitivity tests
job('50-%s-pump-awareness-low' % std.extVar('SHORT_SHA'), [
'--heat-pump-awareness',
'0.2',
]),
job('51-%s-pump-awareness-high' % std.extVar('SHORT_SHA'), [
'--heat-pump-awareness',
'1.0',
]),
job('52-%s-annual-reno-rate-low' % std.extVar('SHORT_SHA'), [
'--annual-renovation-rate',
'0.05',
]),
job('53-%s-annual-reno-rate-high' % std.extVar('SHORT_SHA'), [
'--annual-renovation-rate',
'0.33',
]),
job('54-%s-household-lookahead-low' % std.extVar('SHORT_SHA'), [
'--household-num-lookahead-years',
'1',
]),
job('55-%s-household-lookahead-high' % std.extVar('SHORT_SHA'), [
'--household-num-lookahead-years',
'5',
]),
job('56-%s-heating-system-hassle-low' % std.extVar('SHORT_SHA'), [
'--heating-system-hassle-factor',
'0',
]),
job('57-%s-heating-system-hassle-high' % std.extVar('SHORT_SHA'), [
'--heating-system-hassle-factor',
'0.2',
]),
job('58-%s-heat-pump-suitable-low' % std.extVar('SHORT_SHA'), []),
job('59-%s-heat-pump-suitable-high' % std.extVar('SHORT_SHA'), [
'--all-agents-heat-pump-suitable',
]),
job('59-%s-fuel-price-low' % std.extVar('SHORT_SHA'), [
'--price-gbp-per-kwh-gas',
'0.02325',
'--price-gbp-per-kwh-electricity',
'0.1003',
'--price-gbp-per-kwh-oil',
'0.0241',
]),
job('60-%s-fuel-price-high' % std.extVar('SHORT_SHA'), [
'--price-gbp-per-kwh-gas',
'0.06975',
'--price-gbp-per-kwh-electricity',
'0.3009',
'--price-gbp-per-kwh-oil',
'0.0723',
]),
job('61-%s-ashp-discount-low' % std.extVar('SHORT_SHA'), [
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0',
]),
job('62-%s-ashp-discount-high' % std.extVar('SHORT_SHA'), [
'--air-source-heat-pump-price-discount-date',
'2023-01-01:0.6',
]),
job('63-%s-hp-installer-growth-low' % std.extVar('SHORT_SHA'), [
'--heat-pump-installer-annual-growth-rate',
'0',
]),
job('64-%s-hp-installer-growth-high' % std.extVar('SHORT_SHA'), [
'--heat-pump-installer-annual-growth-rate',
'1',
]),
]