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if-docs-website-sci.yml
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if-docs-website-sci.yml
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name: IF Website SCI
description: generates SCI score (gCO2eq/visit) for if.greensoftware.foundation website
tags:
aggregation:
metrics:
- carbon
- sci
type: both
explainer: true
initialize:
plugins:
## Unit conversions
##################
duration-in-hours:
method: Divide
path: 'builtin'
config:
numerator: duration
denominator: 3600 # s to hr
output: duration-in-hours
## Github storage for IF docs
########################
storage-and-traffic-from-github-if-docs:
method: Github
path: if-github-plugin
config:
repo: Green-Software-Foundation/if-docs
mapping: # rename outputs
'size': 'repo-size-if-docs'
'clones': 'repo-clones-if-docs'
parameter-metadata:
outputs:
repo-clones-if-docs:
unit: number
description: the clones count of the if-docs repository in the specified time range. Renamed from default "clones" output param.
aggregation-method:
time: sum
component: sum
repo-size-if-docs:
unit: GB
description: the size of the if-docs repository. Renamed from default "size" output param.
aggregation-method:
time: sum
component: sum
storage-in-gb-to-tb-if-docs:
method: Coefficient
path: builtin
config:
input-parameter: repo-size-if-docs # size comes from github api and represents repo size in gb
coefficient: 0.001 # convert size to tb
output-parameter: 'storage-tb-if-docs'
parameter-metadata:
inputs:
repo-size-if-docs:
unit: GB
description: the size of the if-docs repository. Renamed from default "size" output param in "storage-and-traffic-from-github-if-docs".
aggregation-method:
time: sum
component: sum
outputs:
storage-tb-if-docs:
unit: TB
description: Storage size of Github if-docs repo in terabytes.
aggregation-method:
time: copy
component: copy
storage-energy-in-watts-if-docs:
method: Multiply
path: builtin
config:
input-parameters: ['storage-tb-if-docs', 'watts-per-tb']
output-parameter: 'storage-watts-if-docs'
parameter-metadata:
inputs:
storage-tb-if-docs:
unit: TB
description: the size of the if-docs repository. Renamed from default "size" output param in "storage-and-traffic-from-github-if-docs".
aggregation-method:
time: copy
component: copy
watt-hours-per-tb-hour:
unit: Wh
description: Coefficient relating the storage size in TB to energy in Watts, taken from CCF.
aggregation-method:
time: copy
component: copy
outputs:
storage-watts-if-docs:
unit: W
description: Watts consumed storing IF docs repository.
aggregation-method:
time: sum
component: sum
storage-energy-in-wh-if-docs:
method: Multiply
path: builtin
config:
input-parameters: ['storage-watts-if-docs', 'duration-in-hours']
output-parameter: 'storage-wh-if-docs'
parameter-metadata:
inputs:
storage-watts-if-docs:
unit: W
description: Watts consumed storing IF docs repository.
aggregation-method:
time: sum
component: sum
duration-in-hours:
unit: hours
description: duration of the timestep converted from seconds to hours.
aggregation-method:
time: sum
component: sum
outputs:
storage-wh-if-docs:
unit: Wh
description: Energy consumed storing IF docs repository in Watt hours.
aggregation-method:
time: sum
component: sum
storage-energy-to-kwh-if-docs:
path: 'builtin'
method: Coefficient
config:
input-parameter: storage-wh-if-docs
coefficient: 0.001
output-parameter: energy
parameter-metadata:
inputs:
storage-wh-if-docs:
unit: Wh
description: Energy consumed storing IF docs repository in Watt hours.
aggregation-method:
time: sum
component: sum
outputs:
energy:
unit: kWh
description: Energy consumed storing IF docs repository in kWh.
aggregation-method:
time: sum
component: sum
energy-to-carbon:
method: Multiply
path: 'builtin'
config:
input-parameters: ['energy', 'grid-intensity']
output-parameter: 'carbon'
parameter-metadata:
inputs:
energy:
unit: kWh
description: Energy consumed in kWh.
aggregation-method:
time: sum
component: sum
grid-intensity:
unit: gCO2e/kWh
description: Mass of carbon dioxide equivalent emitted per kWh of energy consumed.
aggregation-method:
time: sum
component: sum
outputs:
carbon:
unit: gCO2e
description: Mass of CO2e emitted.
aggregation-method:
time: sum
component: sum
## storing static site on gh-pages
#################################
static-site-size-in-tb:
method: Divide
path: 'builtin'
config:
numerator: static-site-size-in-mb
denominator: 1000000 # s to hr
output: static-site-size-in-tb
parameter-metadata:
inputs:
static-site-size-in-mb:
unit: MB
description: Size of the static site, taken from Google PageSpeed API.
aggregation-method:
time: copy
component: copy
outputs:
static-site-size-in-tb:
unit: TB
description: Size of the static site, taken from Google PageSpeed API.
aggregation-method:
time: sum
component: sum
storage-energy-static-site-in-watts:
method: Multiply
path: builtin
config:
input-parameters: ['static-site-size-in-tb', 'watts-per-tb']
output-parameter: 'storage-watts-static-site-at-origin'
parameter-metadata:
inputs:
static-site-size-in-tb:
unit: TB
description: Size of the static site, taken from Google PageSpeed API.
aggregation-method:
time: sum
component: sum
watt-hours-per-tb-hour:
unit: Wh
description: Energy required to store 1 TB of data for 1 hour on an SSD, taken from CCF.
aggregation-method:
time: copy
component: copy
outputs:
storage-watt-hours-static-site-at-origin:
unit: Wh
description: Energy required to store the IF docs repo for one hour.
aggregation-method:
time: sum
component: sum
storage-energy-in-wh-static-site:
method: Multiply
path: builtin
config:
input-parameters:
['storage-watts-static-site-at-origin', 'duration-in-hours']
output-parameter: 'storage-wh-static-site-at-origin'
parameter-metadata:
inputs:
storage-watt-hours-static-site-at-origin:
unit: Wh
description: Energy required to store the IF docs repo for one hour.
aggregation-method:
time: sum
component: sum
duration-in-hours:
unit: hours
description: duration of the timestep converted from seconds to hours.
aggregation-method:
time: sum
component: sum
outputs:
storage-wh-static-site-at-origin:
unit: Wh
description: Energy required to store the IF docs repo in each timestep.
aggregation-method:
time: sum
component: sum
storage-energy-to-kwh-static-site:
path: 'builtin'
method: Coefficient
config:
input-parameter: storage-wh-static-site-at-origin
coefficient: 0.001
output-parameter: storage-energy-kwh-static-site-at-origin
parameter-metadata:
inputs:
storage-wh-static-site-at-origin:
unit: Wh
description: Energy required to store the IF docs repo in each timestep.
aggregation-method:
time: sum
component: sum
outputs:
storage-energy-kwh-static-site-at-origin:
unit: kWh
description: Energy required to store the IF docs repo in each timestep, in kWh.
aggregation-method:
time: sum
component: sum
## CDN
#######
storage-energy-per-cdn-node:
method: Divide
path: 'builtin'
config:
numerator: storage-energy-kwh-static-site-at-origin
denominator: 10 # s to hr
output: storage-energy-per-cdn-node
parameter-metadata:
inputs:
storage-energy-kwh-static-site-at-origin:
unit: kWh
description: Energy required to store the IF docs repo in each timestep, in kWh.
aggregation-method:
time: sum
component: sum
outputs:
storage-energy-per-cdn-node:
unit: kWh
description: Energy required to store the static site at each CDN PoP, assuming it to be 10% of that at the origin.
aggregation-method:
time: sum
component: sum
storage-energy-for-entire-cdn:
method: Coefficient
path: 'builtin'
config:
input-parameter: storage-energy-per-cdn-node
coefficient: 46 # there are 46 PoPs on Fastly, which we think GH uses for CDN
output-parameter: storage-energy-whole-cdn
parameter-metadata:
inputs:
storage-energy-per-cdn-node:
unit: kWh
description: Energy required to store the static site at each CDN PoP, assuming it to be 10% of that at the origin.
aggregation-method:
time: sum
component: sum
outputs:
storage-energy-whole-cdn:
unit: kWh
description: Energy required to store the static site across the entire CDN, assuming 46 PoPs.
aggregation-method:
time: sum
component: sum
sum-serving-static-site-energy-components:
method: Sum
path: builtin
config:
input-parameters:
[
'storage-energy-whole-cdn',
'storage-energy-kwh-static-site-at-origin',
]
output-parameter: 'energy'
parameter-metadata:
inputs:
storage-energy-whole-cdn:
unit: kWh
description: Energy required to store the static site across the entire CDN, assuming 46 PoPs.
aggregation-method:
time: sum
component: sum
storage-energy-kwh-static-site-at-origin:
unit: kWh
description: Energy required to store the IF docs repo in each timestep, in kWh.
aggregation-method:
time: sum
component: sum
outputs:
energy:
unit: kWh
description: Energy required to serve site from origin and CDN, in kWh.
aggregation-method:
time: sum
component: sum
## Networking energy to serve static site to users
##################################################
static-site-size-in-gb:
method: Coefficient
path: builtin
config:
input-parameter: static-site-size-in-mb # size comes from github api and represents repo size in gb
coefficient: 0.001 # convert size to tb
output-parameter: 'static-site-size-in-gb'
parameter-metadata:
inputs:
static-site-size-in-mb:
unit: MB
description: Size of static site as reported by Github API.
aggregation-method:
time: copy
component: copy
outputs:
static-site-size-in-gb:
unit: GB
description: Size of static site as reported by Github API, converted to GB.
aggregation-method:
time: copy
component: copy
network-energy-serving-static-site-per-view:
method: Multiply
path: builtin
config:
input-parameters: ['static-site-size-in-gb', 'kwh-per-gb-network']
output-parameter: 'network-energy-kwh-serving-static-site-per-view'
parameter-metadata:
inputs:
static-site-size-in-gb:
unit: GB
description: Size of static site as reported by Github API, converted to GB.
aggregation-method:
time: copy
component: copy
kwh-per-gb-network:
unit: kWh/GB
description: Coefficient relating energy expendidture to 1GB of data transferred over network.
aggregation-method:
time: copy
component: copy
outputs:
network-energy-kwh-serving-static-site-per-view:
unit: kWh
description: Energy required to transfer static site data over the network, for each first-time visitor.
aggregation-method:
time: sum
component: sum
network-energy-serving-static-site-total:
method: Multiply
path: builtin
config:
input-parameters:
[network-energy-kwh-serving-static-site-per-view, 'site-visits']
output-parameter: energy
parameter-metadata:
inputs:
network-energy-kwh-serving-static-site-per-view:
unit: kWh
description: Energy required to transfer static site data over the network, for each first-time visitor.
aggregation-method:
time: sum
component: sum
site-visits:
unit: visits
description: Number of times the site was visited in this timestep, from Google Analytics
aggregation-method:
time: sum
component: sum
outputs:
energy:
unit: kWh
description: Energy required to transfer static site data over the network, for all users in timestep.
aggregation-method:
time: sum
component: sum
## End user energy
##################
end-user-energy:
method: Multiply
path: builtin
config:
input-parameters:
[site-visits, static-site-size-in-gb, end-user-energy-coefficient]
output-parameter: energy
parameter-metadata:
inputs:
site-visits:
unit: visits
description: Number of times the site was visited in this timestep, from Google Analytics
aggregation-method:
time: sum
component: sum
static-site-size-in-gb:
unit: GB
description: Size of static site as reported by Github API, converted to GB.
aggregation-method:
time: copy
component: copy
end-user-energy-coefficient:
unit: kWh
description: Coefficient for end user energy expended viewing site in browser, from Sustainable Web Design model.
aggregation-method:
time: copy
component: copy
outputs:
energy:
unit: kWh
description: Energy consumed by all users viewing the site in their browser, in timestep.
aggregation-method:
time: sum
component: sum
## Build energy: gh-pages
#########################
interpolate-power-curve:
method: Interpolation
path: 'builtin'
config:
method: linear
x: [0, 10, 50, 100]
y: [0.12, 0.32, 0.75, 1.02]
input-parameter: 'cpu-utilization-during-build'
output-parameter: 'cpu-factor'
parameter-metadata:
inputs:
cpu-utilization-during-build:
unit: percent
description: percentage total CPU utilization during build process
aggregation-method:
time: avg
component: avg
outputs:
cpu-factor:
unit: dimensionless
description: A multiplier applied to the processor TDP to estimate power draw.
aggregation-method:
time: copy
component: copy
build-stage-cpu-factor-to-wattage:
method: Multiply
path: builtin
config:
input-parameters: ['cpu-factor', 'thermal-design-power']
output-parameter: 'cpu-wattage'
parameter-metadata:
inputs:
cpu-factor:
unit: dimensionless
description: A multiplier applied to the processor TDP to estimate power draw.
aggregation-method:
time: copy
component: copy
thermal-design-power:
unit: W
description: Estimate of the maximum power draw by a processor.
aggregation-method:
time: copy
component: copy
outputs:
cpu-wattage:
unit: W
description: Power used by CPU during build process, estimated as the product of the cpu-factor and the TDP.
aggregation-method:
time: sum
component: sum
build-stage-cpu-wattage-times-build-duration:
method: Multiply
path: builtin
config:
input-parameters: ['cpu-wattage', 'build-duration']
output-parameter: 'cpu-wattage-times-duration'
parameter-metadata:
inputs:
cpu-wattage:
unit: W
description: Power used by CPU during build process,estimated as the product of the cpu-factor and the TDP.
aggregation-method:
time: sum
component: sum
build-duration:
unit: s
description: Time taken for build process to complete.
aggregation-method:
time: sum
component: sum
outputs:
cpu-wattage-times-duration:
unit: Ws
description: Energy used by CPU during build process.
aggregation-method:
time: sum
component: sum
build-stage-cpu-wattage-to-energy-kwh:
method: Divide
path: 'builtin'
config:
numerator: cpu-wattage-times-duration
denominator: 3600000
output: build-energy-cpu-kwh
parameter-metadata:
inputs:
cpu-wattage-times-duration:
unit: Ws
description: Energy used by CPU during build process.
aggregation-method:
time: sum
component: sum
outputs:
build-energy-cpu-kwh:
unit: kWh
description: Energy used by CPU during build process, converted to kWh.
aggregation-method:
time: sum
component: sum
memory-coefficient-correction: # memory coefficient in CCF is given /GB/hr - we want to convert to /GB/run-time-duration then x by run duration in s
path: builtin
method: Coefficient
config:
input-parameter: build-duration
coefficient: 0.000006533333 # this is 0.000392/60 = KW/GB/H -> KW/GB/s
output-parameter: memory-coefficient
parameter-metadata:
inputs:
build-duration:
unit: s
description: Time taken for build process to complete.
aggregation-method:
time: sum
component: sum
outputs:
memory-coefficient:
unit: kW/GB/s
description: Energy used per GB of memory, per second. Converted from CCF coefficient expressed in kW/GB/h kWh.
aggregation-method:
time: sum
component: sum
memory-energy-per-build:
path: builtin
method: Multiply
config:
input-parameters: [build-memory-gb, memory-coefficient]
output-parameter: build-energy-memory-kwh
parameter-metadata:
inputs:
build-memory-gb:
unit: GB
description: Memory used during build process.
aggregation-method:
time: sum
component: sum
memory-coefficient:
unit: kW/GB/s
description: Energy used per GB of memory, per second. Converted from CCF coefficient expressed in kW/GB/h kWh.
aggregation-method:
time: sum
component: sum
outputs:
build-energy-memory-kwh:
unit: kWh
description: Energy consumed during build process due to memory usage.
aggregation-method:
time: sum
component: sum
sum-build-energy-components:
method: Sum
path: builtin
config:
input-parameters: ['build-energy-cpu-kwh', 'build-energy-memory-kwh']
output-parameter: 'build-energy-kwh-per-build'
parameter-metadata:
inputs:
build-energy-cpu-kwh:
unit: kWh
description: Energy used by CPU during build process, converted to kWh.
aggregation-method:
time: sum
component: sum
build-energy-memory-kwh:
unit: kWh
description: Energy consumed during build process due to memory usage.
aggregation-method:
time: sum
component: sum
outputs:
build-energy-kwh-per-build:
unit: kWh
description: Total Energy consumed during build process due to memory and CPU usage, per build.
aggregation-method:
time: sum
component: sum
build-energy-total:
path: builtin
method: Multiply
config:
input-parameters: [build-energy-kwh-per-build, builds-per-month]
output-parameter: energy
parameter-metadata:
inputs:
build-energy-kwh-per-build:
unit: kWh
description: Total Energy consumed during build process due to memory and CPU usage.
aggregation-method:
time: sum
component: sum
builds:
unit: builds
description: Number of builds that happened in the given timestep.
aggregation-method:
time: sum
component: sum
outputs:
energy:
unit: kWh
description: Total Energy consumed during build process due to memory and CPU usage, for all builds.
aggregation-method:
time: sum
component: sum
## Embodied Carbon
##################
total-embodied-carbon:
path: builtin
method: Multiply
config:
input-parameters: [carbon-per-device, site-visits]
output-parameter: carbon
parameter-metadata:
inputs:
carbon-per-device:
unit: gCO2e
description: Mass of embodied carbon per user device.
aggregation-method:
time: sum
component: sum
site-visits:
unit: visits
description: Number of times the site was visited in this timestep, from Google Analytics
aggregation-method:
time: sum
component: sum
outputs:
carbon:
unit: gCO2e
description: Mass of carbon emitted for all the end-user devices used to visit our site.
aggregation-method:
time: sum
component: sum
embodied-carbon-github:
path: builtin
method: SciEmbodied
config:
output-parameter: carbon
vCPUs: 160
memory: 1280
parameter-metadata:
outputs:
carbon:
unit: gCO2e
description: Mass of carbon emitted in the production and disposal of Github server serving our source code.
aggregation-method:
time: sum
component: sum
embodied-carbon-web-server-origin:
path: builtin
method: SciEmbodied
config:
baseline-emissions: 1000000
lifespan: 116121600
output-parameter: carbon
parameter-metadata:
outputs:
carbon:
unit: gCO2e
description: Mass of carbon emitted in the production and disposal of the server serving our site.
aggregation-method:
time: sum
component: sum
embodied-carbon-web-server-cdn:
path: builtin
method: SciEmbodied
config:
output-parameter: carbon
baseline-emissions: 4600000
lifespan: 116121600
parameter-metadata:
outputs:
carbon:
unit: gCO2e
description: Mass of carbon emitted in the production and disposal of the servers comprising the CDN serving our site.
aggregation-method:
time: sum
component: sum
embodied-carbon-devices:
path: builtin
method: SciEmbodied
config:
baseline-emissions: 73170
lifespan: 116121600
output-parameter: carbon-per-device
parameter-metadata:
inputs:
baseline-emissions:
unit: gCO2e
description: Mass of carbon emitted in the production and disposal of a basic rack server with 1 CPU and 16GB RAM.
aggregation-method:
time: copy
component: copy
lifespan:
unit: s
description: Expected lifespan of server, in seconds.
aggregation-method:
time: copy
component: copy
outputs:
carbon-per-device:
unit: gCO2e
description: Mass of carbon emitted in the production and disposal of end-user devices.
aggregation-method:
time: sum
component: sum
## Calculate SCI
################
sci:
path: builtin
method: Sci
config:
functional-unit: site-visits
parameter-metadata:
outputs:
sci:
description: software carbon intensity
unit: gCO2 / visit
aggregation-method:
time: avg
component: sum
tree:
children:
github-storage-for-if-docs:
pipeline:
compute:
- duration-in-hours
- storage-and-traffic-from-github-if-docs
- storage-in-gb-to-tb-if-docs
- storage-energy-in-watts-if-docs
- storage-energy-in-wh-if-docs
- storage-energy-to-kwh-if-docs
- energy-to-carbon
- sci
defaults:
watts-per-tb: 1.2 # https://www.cloudcarbonfootprint.org/docs/methodology/#storage
grid-intensity: 765.49 # US average
inputs:
- timestamp: '2024-07-22T00:00:00'
duration: 86400
site-visits: 12
- timestamp: '2024-07-23T00:00:00'
duration: 86400
site-visits: 5
- timestamp: '2024-07-24T00:00:00'
duration: 86400
site-visits: 3
- timestamp: '2024-07-25T00:00:00'
duration: 86400
site-visits: 17
- timestamp: '2024-07-26T00:00:00'
duration: 86400
site-visits: 10
- timestamp: '2024-07-27T00:00:00'
duration: 86400
site-visits: 18
- timestamp: '2024-07-28T00:00:00'
duration: 86400
site-visits: 16
- timestamp: '2024-07-29T00:00:00'
duration: 86400
site-visits: 11
- timestamp: '2024-07-30T00:00:00'
duration: 86400
site-visits: 1
- timestamp: '2024-07-31T00:00:00'
duration: 86400
site-visits: 4
- timestamp: '2024-08-01T00:00:00'
duration: 86400
site-visits: 21
- timestamp: '2024-08-02T00:00:00'
duration: 86400
site-visits: 30
- timestamp: '2024-08-03T00:00:00'
duration: 86400
site-visits: 36
- timestamp: '2024-08-04T00:00:00'
duration: 86400
site-visits: 17
- timestamp: '2024-08-05T00:00:00'
duration: 86400
site-visits: 17
- timestamp: '2024-08-06T00:00:00'
duration: 86400
site-visits: 2
- timestamp: '2024-08-07T00:00:00'
duration: 86400
site-visits: 4
- timestamp: '2024-08-08T00:00:00'
duration: 86400
site-visits: 25
- timestamp: '2024-08-09T00:00:00'
duration: 86400
site-visits: 31
- timestamp: '2024-08-10T00:00:00'
duration: 86400
site-visits: 18
- timestamp: '2024-08-11T00:00:00'
duration: 86400
site-visits: 13
- timestamp: '2024-08-12T00:00:00'
duration: 86400
site-visits: 13
- timestamp: '2024-08-13T00:00:00'
duration: 86400
site-visits: 4
- timestamp: '2024-08-14T00:00:00'
duration: 86400
site-visits: 3
- timestamp: '2024-08-15T00:00:00'
duration: 86400
site-visits: 16
- timestamp: '2024-08-16T00:00:00'
duration: 86400
site-visits: 18
- timestamp: '2024-08-17T00:00:00'
duration: 86400
site-visits: 21
- timestamp: '2024-08-18T00:00:00'
duration: 86400
site-visits: 0
storing-static-site-data-on-netlify:
pipeline:
compute:
- duration-in-hours
- static-site-size-in-tb
- storage-energy-static-site-in-watts
- storage-energy-in-wh-static-site
- storage-energy-to-kwh-static-site
- storage-energy-per-cdn-node
- storage-energy-for-entire-cdn
- sum-serving-static-site-energy-components
- energy-to-carbon
- sci
defaults:
static-site-size-in-mb: 1.4 # from google pagespeed api
watts-per-tb: 1.2 # https://www.cloudcarbonfootprint.org/docs/methodology/#storage
grid-intensity: 765.49 # US average
inputs:
- timestamp: '2024-07-22T00:00:00'
duration: 86400
site-visits: 12
- timestamp: '2024-07-23T00:00:00'
duration: 86400
site-visits: 5
- timestamp: '2024-07-24T00:00:00'
duration: 86400
site-visits: 3
- timestamp: '2024-07-25T00:00:00'
duration: 86400
site-visits: 17
- timestamp: '2024-07-26T00:00:00'
duration: 86400
site-visits: 10
- timestamp: '2024-07-27T00:00:00'
duration: 86400
site-visits: 18
- timestamp: '2024-07-28T00:00:00'
duration: 86400
site-visits: 16
- timestamp: '2024-07-29T00:00:00'
duration: 86400
site-visits: 11
- timestamp: '2024-07-30T00:00:00'
duration: 86400
site-visits: 1
- timestamp: '2024-07-31T00:00:00'
duration: 86400
site-visits: 4
- timestamp: '2024-08-01T00:00:00'
duration: 86400
site-visits: 21
- timestamp: '2024-08-02T00:00:00'
duration: 86400
site-visits: 30
- timestamp: '2024-08-03T00:00:00'
duration: 86400
site-visits: 36
- timestamp: '2024-08-04T00:00:00'
duration: 86400
site-visits: 17
- timestamp: '2024-08-05T00:00:00'
duration: 86400
site-visits: 17
- timestamp: '2024-08-06T00:00:00'
duration: 86400
site-visits: 2
- timestamp: '2024-08-07T00:00:00'
duration: 86400
site-visits: 4
- timestamp: '2024-08-08T00:00:00'
duration: 86400
site-visits: 25
- timestamp: '2024-08-09T00:00:00'
duration: 86400