rapids/tools/config.schema.yaml

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$schema: "http://json-schema.org/draft-07/schema#"
description: RAPIDS configuration schema
required:
- TIMEZONE
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- PIDS
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- CREATE_PARTICIPANT_FILES
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- TIME_SEGMENTS
- PHONE_DATA_STREAMS
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- PHONE_ACCELEROMETER
- PHONE_ACTIVITY_RECOGNITION
- PHONE_APPLICATIONS_CRASHES
- PHONE_APPLICATIONS_FOREGROUND
- PHONE_APPLICATIONS_NOTIFICATIONS
- PHONE_BATTERY
- PHONE_BLUETOOTH
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- PHONE_CALLS
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- PHONE_CONVERSATION
- PHONE_DATA_YIELD
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- PHONE_KEYBOARD
- PHONE_LOCATIONS
- PHONE_LOG
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- PHONE_MESSAGES
- PHONE_SCREEN
- PHONE_WIFI_CONNECTED
- PHONE_WIFI_VISIBLE
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- FITBIT_DATA_STREAMS
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- FITBIT_DATA_YIELD
- FITBIT_HEARTRATE_SUMMARY
- FITBIT_HEARTRATE_INTRADAY
- FITBIT_SLEEP_SUMMARY
- FITBIT_SLEEP_INTRADAY
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- FITBIT_STEPS_SUMMARY
- FITBIT_STEPS_INTRADAY
- HISTOGRAM_PHONE_DATA_YIELD
- HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT
- HEATMAP_SENSORS_PER_MINUTE_PER_TIME_SEGMENT
- HEATMAP_SENSOR_ROW_COUNT_PER_TIME_SEGMENT
- HEATMAP_FEATURE_CORRELATION_MATRIX
- ALL_CLEANING_INDIVIDUAL
- ALL_CLEANING_OVERALL
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definitions:
FEATURES_PROVIDER:
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type: object
required: [COMPUTE, SRC_SCRIPT, FEATURES]
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properties:
COMPUTE:
type: boolean
FEATURES:
type: [array, object]
SRC_SCRIPT:
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type: string
pattern: "^.*\\.(py|R)$"
CLEANING_PROVIDER:
type: object
required: [COMPUTE, SRC_SCRIPT]
properties:
COMPUTE:
type: boolean
SRC_SCRIPT:
type: string
pattern: "^.*\\.(py|R)$"
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DORYAB_BLUETOOTH_FEATURE:
type: object
required: [DEVICES, SCANS_MOST_FREQUENT_DEVICE, SCANS_LEAST_FREQUENT_DEVICE]
properties:
DEVICES:
type: array
uniqueItems: True
items:
type: string
enum: ["countscans", "uniquedevices", "meanscans", "stdscans"]
SCANS_MOST_FREQUENT_DEVICE:
type: array
uniqueItems: True
items:
type: string
enum: ["withinsegments", "acrosssegments", "acrossdataset"]
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SCANS_LEAST_FREQUENT_DEVICE:
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type: array
uniqueItems: True
items:
type: string
enum: ["withinsegments", "acrosssegments", "acrossdataset"]
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APPLICATION_CATEGORIES_FEATURE:
type: object
required: [CATALOGUE_SOURCE, CATALOGUE_FILE, UPDATE_CATALOGUE_FILE, SCRAPE_MISSING_CATEGORIES]
properties:
CATALOGUE_SOURCE:
type: string
enum: ["FILE", "GOOGLE"]
CATALOGUE_FILE:
type: string
pattern: "^.*\\.csv$"
UPDATE_CATALOGUE_FILE:
type: boolean
SCRAPE_MISSING_CATEGORIES:
type: boolean
DATA_CONFIGURATION:
type: object
required: [SOURCE, TIMEZONE]
properties:
SOURCE:
type: object
required: [TYPE, DATABASE_GROUP]
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properties:
TYPE:
type: string
DATABASE_GROUP:
type: string
TIMEZONE:
type: object
required: [TYPE, VALUE]
properties:
TYPE:
type: string
VALUE:
type: string
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properties:
TIMEZONE:
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type: object
required: [TYPE, SINGLE, MULTIPLE]
properties:
TYPE:
type: string
enum: ["MULTIPLE", "SINGLE"]
SINGLE:
type: object
required: [TZCODE]
properties:
TZCODE:
type: string
MULTIPLE:
type: object
required: [TZCODES_FILE, IF_MISSING_TZCODE, DEFAULT_TZCODE, FITBIT]
properties:
TZCODES_FILE:
type: string
pattern: "^.*\\.csv$"
IF_MISSING_TZCODE:
type: string
enum: [STOP, USE_DEFAULT]
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DEFAULT_TZCODE:
type: string
FITBIT:
type: object
required: [ALLOW_MULTIPLE_TZ_PER_DEVICE, INFER_FROM_SMARTPHONE_TZ]
properties:
ALLOW_MULTIPLE_TZ_PER_DEVICE:
type: boolean
INFER_FROM_SMARTPHONE_TZ:
type: boolean
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PIDS:
type: array
uniqueItems: True
items:
type: string
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CREATE_PARTICIPANT_FILES:
type: object
required: [CSV_FILE_PATH, PHONE_SECTION, FITBIT_SECTION,EMPATICA_SECTION]
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properties:
CSV_FILE_PATH:
type: string
pattern: "^.*\\.csv$"
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PHONE_SECTION:
type: object
properties:
ADD:
type: boolean
DEVICE_ID_COLUMN:
type: string
IGNORED_DEVICE_IDS:
type: array
items:
type: string
FITBIT_SECTION:
properties:
ADD:
type: boolean
DEVICE_ID_COLUMN:
type: string
IGNORED_DEVICE_IDS:
type: array
items:
type: string
EMPATICA_SECTION:
properties:
ADD:
type: boolean
DEVICE_ID_COLUMN:
type: string
IGNORED_DEVICE_IDS:
type: array
items:
type: string
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TIME_SEGMENTS:
type: object
required: [TYPE, FILE, INCLUDE_PAST_PERIODIC_SEGMENTS]
properties:
TYPE:
type: string
enum: ["FREQUENCY", "PERIODIC", "EVENT"]
FILE:
type: string
pattern: "^.*\\.csv$"
INCLUDE_PAST_PERIODIC_SEGMENTS:
type: boolean
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PHONE_DATA_STREAMS:
type: object
properties:
USE:
type: string
aware_mysql:
type: object
properties:
DATABASE_GROUP:
type: string
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PHONE_ACCELEROMETER:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
type: array
uniqueItems: True
items:
type: string
enum: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
PANDA:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
VALID_SENSED_MINUTES:
type: boolean
FEATURES:
type: object
required: [exertional_activity_episode, nonexertional_activity_episode]
properties:
exertional_activity_episode:
type: array
uniqueItems: True
items:
type: string
enum: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
nonexertional_activity_episode:
type: array
uniqueItems: True
items:
type: string
enum: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_ACTIVITY_RECOGNITION:
type: object
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required: [CONTAINER, EPISODE_THRESHOLD_BETWEEN_ROWS, PROVIDERS]
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properties:
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CONTAINER:
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type: object
required: [ANDROID, IOS]
properties:
ANDROID:
type: string
IOS:
type: string
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EPISODE_THRESHOLD_BETWEEN_ROWS:
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type: integer
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maximum: 1440
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minimum: 0
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["count", "mostcommonactivity", "countuniqueactivities", "durationstationary", "durationmobile", "durationvehicle"]
ACTIVITY_CLASSES:
type: object
required: [STATIONARY, MOBILE, VEHICLE]
properties:
STATIONARY:
type: array
uniqueItems: True
items:
type: string
enum: ["still", "tilting"]
MOBILE:
type: array
uniqueItems: True
items:
type: string
enum: ["on_foot", "walking", "running", "on_bicycle"]
VEHICLE:
type: array
uniqueItems: True
items:
type: string
enum: ["in_vehicle"]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_APPLICATIONS_CRASHES:
type: object
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required: [CONTAINER, APPLICATION_CATEGORIES, PROVIDERS]
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properties:
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CONTAINER:
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type: string
APPLICATION_CATEGORIES:
allOf:
- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
PROVIDERS:
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_APPLICATIONS_FOREGROUND:
type: object
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required: [CONTAINER, APPLICATION_CATEGORIES, PROVIDERS]
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properties:
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CONTAINER:
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type: string
APPLICATION_CATEGORIES:
allOf:
- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
SINGLE_CATEGORIES:
type: array
uniqueItems: True
items:
type: string
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CUSTOM_CATEGORIES:
type: ["null", object]
additionalProperties:
type: array
uniqueItems: True
items:
type: string
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MULTIPLE_CATEGORIES:
type: ["null", object]
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additionalProperties:
type: array
uniqueItems: True
items:
type: string
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SINGLE_APPS:
type: array
uniqueItems: True
items:
type: string
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EXCLUDED_CATEGORIES:
type: ["null", array]
uniqueItems: True
items:
type: string
EXCLUDED_APPS:
type: array
uniqueItems: true
items:
type: string
FEATURES:
type: ["null", object]
required: [APP_EVENTS, APP_EPISODES]
properties:
APP_EVENTS:
type: array
uniqueItems: True
items:
type: string
enum: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES:
type: array
uniqueItems: True
items:
type: string
enum: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN:
type: integer
minimum: 0
IGNORE_EPISODES_LONGER_THAN:
type: integer
minimum: 0
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PHONE_APPLICATIONS_NOTIFICATIONS:
type: object
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required: [CONTAINER, APPLICATION_CATEGORIES, PROVIDERS]
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properties:
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CONTAINER:
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type: string
APPLICATION_CATEGORIES:
allOf:
- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
PROVIDERS:
type: ["null", object]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_BATTERY:
type: object
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required: [CONTAINER, PROVIDERS, EPISODE_THRESHOLD_BETWEEN_ROWS]
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properties:
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CONTAINER:
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type: string
EPISODE_THRESHOLD_BETWEEN_ROWS:
type: integer
maximum: 1440
minimum: 0
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_BLUETOOTH:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
DORYAB:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
type: object
required: [ALL, OWN, OTHERS]
properties:
ALL:
allOf:
- $ref: "#/definitions/DORYAB_BLUETOOTH_FEATURE"
OWN:
allOf:
- $ref: "#/definitions/DORYAB_BLUETOOTH_FEATURE"
OTHERS:
allOf:
- $ref: "#/definitions/DORYAB_BLUETOOTH_FEATURE"
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_CALLS:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES_TYPE:
type: string
enum: [EVENTS, EPISODES]
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CALL_TYPES:
type: array
items:
type: string
enum: [missed, incoming, outgoing]
FEATURES:
type: object
required: [missed, incoming, outgoing]
properties:
missed:
type: array
uniqueItems: True
items:
type:
string
enum: [count, distinctcontacts, timefirstcall, timelastcall, countmostfrequentcontact]
incoming:
type: array
uniqueItems: True
items:
type:
string
enum: [count, distinctcontacts, meanduration, sumduration, minduration, maxduration, stdduration, modeduration, entropyduration, timefirstcall, timelastcall, countmostfrequentcontact]
outgoing:
type: array
uniqueItems: True
items:
type:
string
enum: [count, distinctcontacts, meanduration, sumduration, minduration, maxduration, stdduration, modeduration, entropyduration, timefirstcall, timelastcall, countmostfrequentcontact]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_CONVERSATION:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: object
required: [ANDROID, IOS]
properties:
ANDROID:
type: string
IOS:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
items:
type: string
enum: ["minutessilence", "minutesnoise", "minutesvoice", "minutesunknown","sumconversationduration","avgconversationduration",
"sdconversationduration","minconversationduration","maxconversationduration","timefirstconversation","timelastconversation","noisesumenergy",
"noiseavgenergy","noisesdenergy","noiseminenergy","noisemaxenergy","voicesumenergy",
"voiceavgenergy","voicesdenergy","voiceminenergy","voicemaxenergy","silencesensedfraction","noisesensedfraction",
"voicesensedfraction","unknownsensedfraction","silenceexpectedfraction","noiseexpectedfraction","voiceexpectedfraction",
"unknownexpectedfraction","countconversation"]
RECORDING_MINUTES:
type: integer
minimum: 1
maximum: 1440
PAUSED_MINUTES:
type: integer
minimum: 1
maximum: 1440
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_DATA_YIELD:
type: object
required: [SENSORS, PROVIDERS]
properties:
SENSORS:
type: ["null", array]
items:
type: string
enum: ["PHONE_ACCELEROMETER", "PHONE_ACTIVITY_RECOGNITION", "PHONE_APPLICATIONS_CRASHES", "PHONE_APPLICATIONS_FOREGROUND", "PHONE_APPLICATIONS_NOTIFICATIONS", "PHONE_LOG", "PHONE_BATTERY", "PHONE_BLUETOOTH", "PHONE_CALLS", "PHONE_CONVERSATION", "PHONE_KEYBOARD", "PHONE_LIGHT", "PHONE_LOCATIONS", "PHONE_MESSAGES", "PHONE_SCREEN", "PHONE_WIFI_CONNECTED", "PHONE_WIFI_VISIBLE"]
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PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS:
type: number
minimum: 0
maximum: 1
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_KEYBOARD:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_LIGHT:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_LOCATIONS:
type: object
required: [CONTAINER, LOCATIONS_TO_USE, FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD, FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION, ACCURACY_LIMIT, PROVIDERS]
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properties:
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CONTAINER:
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type: string
LOCATIONS_TO_USE:
type: string
enum: [ALL, GPS, ALL_RESAMPLED, FUSED_RESAMPLED]
FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD:
type: integer
exclusiveMinimum: 0
FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION:
type: integer
exclusiveMinimum: 0
ACCURACY_LIMIT:
type: integer
exclusiveMinimum: 0
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PROVIDERS:
type: ["null", object]
properties:
DORYAB:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
type: array
uniqueItems: True
items:
type: string
enum: [locationvariance,loglocationvariance,totaldistance,avgspeed,varspeed,numberofsignificantplaces,numberlocationtransitions,radiusgyration,timeattop1location,timeattop2location,timeattop3location,movingtostaticratio,outlierstimepercent,maxlengthstayatclusters,minlengthstayatclusters,avglengthstayatclusters,stdlengthstayatclusters,locationentropy,normalizedlocationentropy,timeathome,homelabel]
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DBSCAN_EPS:
type: integer
exclusiveMinimum: 0
DBSCAN_MINSAMPLES:
type: integer
exclusiveMinimum: 0
THRESHOLD_STATIC:
type: integer
exclusiveMinimum: 0
MAXIMUM_ROW_GAP:
type: integer
exclusiveMinimum: 0
MINUTES_DATA_USED:
type: boolean
CLUSTER_ON:
type: string
enum: ["PARTICIPANT_DATASET", "TIME_SEGMENT", "TIME_SEGMENT_INSTANCE"]
INFER_HOME_LOCATION_STRATEGY:
type: string
enum: ["DORYAB_STRATEGY", "SUN_LI_VEGA_STRATEGY"]
MINIMUM_DAYS_TO_DETECT_HOME_CHANGES:
type: integer
minimum: 0
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CLUSTERING_ALGORITHM:
type: string
enum: ["DBSCAN", "OPTICS"]
RADIUS_FOR_HOME:
type: integer
exclusiveMinimum: 0
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BARNETT:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
type: array
uniqueItems: True
items:
type: string
enum: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"]
2021-03-05 23:49:37 +01:00
IF_MULTIPLE_TIMEZONES:
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type: string
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enum: [USE_MOST_COMMON]
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MINUTES_DATA_USED:
type: boolean
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additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
PHONE_LOG:
type: object
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required: [CONTAINER, PROVIDERS]
properties:
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CONTAINER:
type: object
required: [ANDROID, IOS]
properties:
ANDROID:
type: string
IOS:
type: string
PROVIDERS:
type: ["null", object]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_MESSAGES:
type: object
2021-03-13 00:14:49 +01:00
required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
MESSAGES_TYPES:
type: array
uniqueItems: True
items:
type: string
enum: ["received", "sent"]
FEATURES:
type: object
required: [received, sent]
properties:
received:
type: array
uniqueItems: True
items:
type: string
enum: ["count", "distinctcontacts", "timefirstmessage", "timelastmessage", "countmostfrequentcontact"]
sent:
type: array
uniqueItems: True
items:
type: string
enum: ["count", "distinctcontacts", "timefirstmessage", "timelastmessage", "countmostfrequentcontact"]
PHONE_SCREEN:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
REFERENCE_HOUR_FIRST_USE:
type: integer
minimum: 0
maximum: 23
IGNORE_EPISODES_SHORTER_THAN:
type: integer
minimum: 0
IGNORE_EPISODES_LONGER_THAN:
type: integer
minimum: 0
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration", "firstuseafter"]
EPISODE_TYPES:
type: array
uniqueItems: True
items:
type: string
enum: ["unlock"]
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2021-02-02 23:53:49 +01:00
PHONE_WIFI_CONNECTED:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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PHONE_WIFI_VISIBLE:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
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additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
2021-02-01 19:01:43 +01:00
2021-03-09 17:20:21 +01:00
FITBIT_DATA_STREAMS:
type: object
properties:
USE:
type: string
fitbitjson_mysql:
type: object
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required: [DATABASE_GROUP, SLEEP_SUMMARY_LAST_NIGHT_END]
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properties:
DATABASE_GROUP:
type: string
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SLEEP_SUMMARY_LAST_NIGHT_END:
type: number
minimum: 0
maximum: 1439
2021-03-11 15:54:12 +01:00
fitbitparsed_mysql:
type: object
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required: [DATABASE_GROUP, SLEEP_SUMMARY_LAST_NIGHT_END]
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properties:
DATABASE_GROUP:
type: string
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SLEEP_SUMMARY_LAST_NIGHT_END:
type: number
minimum: 0
maximum: 1439
fitbitjson_csv:
type: object
required: [FOLDER, SLEEP_SUMMARY_LAST_NIGHT_END]
properties:
FOLDER:
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type: string
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SLEEP_SUMMARY_LAST_NIGHT_END:
type: number
minimum: 0
maximum: 1439
fitbitparsed_csv:
type: object
required: [FOLDER, SLEEP_SUMMARY_LAST_NIGHT_END]
properties:
FOLDER:
type: string
SLEEP_SUMMARY_LAST_NIGHT_END:
type: number
minimum: 0
maximum: 1439
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FITBIT_DATA_YIELD:
type: object
required: [SENSOR, PROVIDERS]
properties:
SENSOR:
type: string
enum: ["FITBIT_HEARTRATE_INTRADAY"]
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["ratiovalidyieldedminutes", "ratiovalidyieldedhours"]
MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS:
type: number
minimum: 0
maximum: 1
2021-02-01 19:01:43 +01:00
2021-02-02 23:53:49 +01:00
FITBIT_HEARTRATE_SUMMARY:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr", "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
2021-02-01 19:01:43 +01:00
2021-02-02 23:53:49 +01:00
FITBIT_HEARTRATE_INTRADAY:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
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type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["maxhr", "minhr", "avghr", "medianhr", "modehr", "stdhr", "diffmaxmodehr", "diffminmodehr", "entropyhr", "minutesonoutofrangezone", "minutesonfatburnzone", "minutesoncardiozone", "minutesonpeakzone"]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
2021-02-01 19:01:43 +01:00
2021-02-02 23:53:49 +01:00
FITBIT_SLEEP_SUMMARY:
type: object
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required: [CONTAINER, PROVIDERS]
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properties:
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CONTAINER:
2021-02-02 23:53:49 +01:00
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
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- properties:
FEATURES:
uniqueItems: True
items:
type: string
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enum: ["firstwaketime", "lastwaketime", "firstbedtime", "lastbedtime", "countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
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SLEEP_TYPES:
type: array
uniqueItems: True
items:
type: string
enum: ["main", "nap", "all"]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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FITBIT_SLEEP_INTRADAY:
type: object
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required: [CONTAINER, PROVIDERS]
properties:
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CONTAINER:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
- properties:
FEATURES:
type: object
required: [LEVELS_AND_TYPES, RATIOS_TYPE, RATIOS_SCOPE]
properties:
LEVELS_AND_TYPES:
type: array
uniqueItems: True
items:
type: string
enum: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
RATIOS_TYPE:
type: array
uniqueItems: True
items:
type: string
enum: [count, duration]
RATIOS_SCOPE:
type: array
uniqueItems: True
items:
type: string
enum: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
SLEEP_LEVELS:
type: object
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required: [INCLUDE_ALL_GROUPS, CLASSIC, STAGES, UNIFIED]
properties:
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INCLUDE_ALL_GROUPS:
type: boolean
CLASSIC:
type: array
uniqueItems: True
items:
type: string
enum: [awake, restless, asleep]
STAGES:
type: array
uniqueItems: True
items:
type: string
enum: [wake, deep, light, rem]
UNIFIED:
type: array
uniqueItems: True
items:
type: string
enum: [awake, asleep]
SLEEP_TYPES:
type: array
uniqueItems: True
items:
type: string
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enum: [main, nap, all]
PRICE:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
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enum: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, stdstarttimeofepisodemain, stdendtimeofepisodemain, stdmidpointofepisodemain, socialjetlag, rmssdmeanstarttimeofepisodemain, rmssdmeanendtimeofepisodemain, rmssdmeanmidpointofepisodemain, rmssdmedianstarttimeofepisodemain, rmssdmedianendtimeofepisodemain, rmssdmedianmidpointofepisodemain]
SLEEP_LEVELS:
type: object
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required: [INCLUDE_ALL_GROUPS, CLASSIC, STAGES, UNIFIED]
properties:
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INCLUDE_ALL_GROUPS:
type: boolean
CLASSIC:
type: array
uniqueItems: True
items:
type: string
enum: [awake, restless, asleep]
STAGES:
type: array
uniqueItems: True
items:
type: string
enum: [wake, deep, light, rem]
UNIFIED:
type: array
uniqueItems: True
items:
type: string
enum: [awake, asleep]
DAY_TYPES:
type: array
uniqueItems: True
items:
type: string
enum: [WEEKEND, WEEK, ALL]
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LAST_NIGHT_END:
type: number
minimum: 0
maximum: 1439
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
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FITBIT_STEPS_SUMMARY:
type: object
2021-03-13 00:14:49 +01:00
required: [CONTAINER, PROVIDERS]
2021-02-02 23:53:49 +01:00
properties:
2021-03-13 00:14:49 +01:00
CONTAINER:
2021-02-02 23:53:49 +01:00
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
2021-02-02 23:53:49 +01:00
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["maxsumsteps", "minsumsteps", "avgsumsteps", "mediansumsteps", "stdsumsteps"]
FITBIT_STEPS_INTRADAY:
type: object
required: [CONTAINER, EXCLUDE_SLEEP, PROVIDERS]
2021-02-02 23:53:49 +01:00
properties:
2021-03-13 00:14:49 +01:00
CONTAINER:
2021-02-02 23:53:49 +01:00
type: string
EXCLUDE_SLEEP:
required: [TIME_BASED, FITBIT_BASED]
properties:
TIME_BASED:
required: [EXCLUDE, START_TIME, END_TIME]
properties:
EXCLUDE:
type: boolean
START_TIME:
type: string
pattern: "^([0-1][0-9]|2[0-3]):[0-5][0-9]$"
END_TIME:
type: string
pattern: "^([0-1][0-9]|2[0-3]):[0-5][0-9]$"
FITBIT_BASED:
required: [EXCLUDE]
properties:
EXCLUDE:
type: boolean
2021-02-02 23:53:49 +01:00
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
2021-02-02 23:53:49 +01:00
- properties:
FEATURES:
required: [STEPS, SEDENTARY_BOUT, ACTIVE_BOUT]
properties:
STEPS:
type: array
uniqueItems: True
items:
type: string
enum: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"]
2021-02-02 23:53:49 +01:00
SEDENTARY_BOUT:
type: array
uniqueItems: True
items:
type: string
enum: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"]
ACTIVE_BOUT:
type: array
uniqueItems: True
items:
type: string
enum: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"]
THRESHOLD_ACTIVE_BOUT:
type: integer
minimum: 0
INCLUDE_ZERO_STEP_ROWS:
type: boolean
2021-04-17 00:02:43 +02:00
FITBIT_CALORIES_INTRADAY:
type: object
required: [CONTAINER, PROVIDERS]
properties:
CONTAINER:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/FEATURES_PROVIDER"
2021-04-17 00:02:43 +02:00
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: [count, sumduration, avgduration, minduration, maxduration, stdduration, starttimefirst, endtimefirst, starttimelast, endtimelast, starttimelongest, endtimelongest, summet, avgmet, maxmet, minmet, stdmet, sumcalories, avgcalories, maxcalories, mincalories, stdcalories]
EPISODE_TYPE:
uniqueItems: True
items:
type: string
enum: [sedentary, lightlyactive, fairlyactive, veryactive, mvpa, lowmet, highmet]
EPISODE_TIME_THRESHOLD:
type: integer
minimum: 1
EPISODE_MET_THRESHOLD:
type: integer
minimum: 1
EPISODE_MVPA_CATEGORIES:
uniqueItems: True
items:
type: string
enum: [sedentary, lightlyactive, fairlyactive, veryactive]
EPISODE_REFERENCE_TIME:
type: string
enum: [MIDNIGHT, START_OF_THE_SEGMENT]
additionalProperties:
$ref: "#/definitions/FEATURES_PROVIDER"
2021-04-17 00:02:43 +02:00
2021-02-02 23:53:49 +01:00
HISTOGRAM_PHONE_DATA_YIELD:
type: object
required: [PLOT]
properties:
PLOT:
type: boolean
HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT:
type: object
2021-06-05 04:58:27 +02:00
required: [PLOT, TIME]
2021-02-02 23:53:49 +01:00
properties:
PLOT:
type: boolean
2021-06-05 04:58:27 +02:00
TIME:
type: string
enum: [ABSOLUTE_TIME, RELATIVE_TIME]
2021-02-02 23:53:49 +01:00
HEATMAP_SENSORS_PER_MINUTE_PER_TIME_SEGMENT:
type: object
required: [PLOT]
properties:
PLOT:
type: boolean
HEATMAP_SENSOR_ROW_COUNT_PER_TIME_SEGMENT:
type: object
required: [PLOT, SENSORS]
properties:
PLOT:
type: boolean
SENSORS:
type: array
uniqueItems: True
items:
type: string
enum: ["PHONE_ACCELEROMETER", "PHONE_ACTIVITY_RECOGNITION", "PHONE_APPLICATIONS_FOREGROUND", "PHONE_BATTERY", "PHONE_BLUETOOTH", "PHONE_CALLS", "PHONE_CONVERSATION", "PHONE_LIGHT", "PHONE_LOCATIONS", "PHONE_MESSAGES", "PHONE_SCREEN", "PHONE_WIFI_CONNECTED", "PHONE_WIFI_VISIBLE"]
HEATMAP_FEATURE_CORRELATION_MATRIX:
type: object
required: [PLOT, MIN_ROWS_RATIO, CORR_THRESHOLD, CORR_METHOD]
properties:
PLOT:
type: boolean
MIN_ROWS_RATIO:
type: number
minimum: 0
maximum: 1
CORR_THRESHOLD:
type: number
minimum: 0
maximum: 1
CORR_METHOD:
type: string
enum: ["pearson", "kendall", "spearman"]
ALL_CLEANING_INDIVIDUAL:
type: object
required: [PROVIDERS]
properties:
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/CLEANING_PROVIDER"
- properties:
IMPUTE_SELECTED_EVENT_FEATURES:
type: object
required: [COMPUTE, MIN_DATA_YIELDED_MINUTES_TO_IMPUTE]
properties:
COMPUTE:
type: boolean
MIN_DATA_YIELDED_MINUTES_TO_IMPUTE:
type: number
minimum: 0
maximum: 1
COLS_NAN_THRESHOLD:
type: number
minimum: 0
maximum: 1
COLS_VAR_THRESHOLD:
type: boolean
ROWS_NAN_THRESHOLD:
type: number
minimum: 0
maximum: 1
DATA_YIELD_FEATURE:
type: string
enum: [RATIO_VALID_YIELDED_HOURS, RATIO_VALID_YIELDED_MINUTES]
DATA_YIELD_RATIO_THRESHOLD:
type: number
minimum: 0
maximum: 1
DROP_HIGHLY_CORRELATED_FEATURES:
type: object
required: [COMPUTE, MIN_OVERLAP_FOR_CORR_THRESHOLD, CORR_THRESHOLD]
properties:
COMPUTE:
type: boolean
MIN_OVERLAP_FOR_CORR_THRESHOLD:
type: number
minimum: 0
maximum: 1
CORR_THRESHOLD:
type: number
minimum: 0
maximum: 1
additionalProperties:
$ref: "#/definitions/CLEANING_PROVIDER"
ALL_CLEANING_OVERALL:
type: object
required: [PROVIDERS]
properties:
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/CLEANING_PROVIDER"
- properties:
IMPUTE_SELECTED_EVENT_FEATURES:
type: object
required: [COMPUTE, MIN_DATA_YIELDED_MINUTES_TO_IMPUTE]
properties:
COMPUTE:
type: boolean
MIN_DATA_YIELDED_MINUTES_TO_IMPUTE:
type: number
minimum: 0
maximum: 1
COLS_NAN_THRESHOLD:
type: number
minimum: 0
maximum: 1
COLS_VAR_THRESHOLD:
type: boolean
ROWS_NAN_THRESHOLD:
type: number
minimum: 0
maximum: 1
DATA_YIELD_FEATURE:
type: string
enum: [RATIO_VALID_YIELDED_HOURS, RATIO_VALID_YIELDED_MINUTES]
DATA_YIELD_RATIO_THRESHOLD:
type: number
minimum: 0
maximum: 1
DROP_HIGHLY_CORRELATED_FEATURES:
type: object
required: [COMPUTE, MIN_OVERLAP_FOR_CORR_THRESHOLD, CORR_THRESHOLD]
properties:
COMPUTE:
type: boolean
MIN_OVERLAP_FOR_CORR_THRESHOLD:
type: number
minimum: 0
maximum: 1
CORR_THRESHOLD:
type: number
minimum: 0
maximum: 1
additionalProperties:
$ref: "#/definitions/CLEANING_PROVIDER"