Add validation for config keys

feature/plugin_sentimental
Weiyu 2021-02-02 17:53:49 -05:00 committed by JulioV
parent 84a8a93082
commit 327b015206
3 changed files with 796 additions and 1 deletions

View File

@ -155,7 +155,7 @@ PHONE_BLUETOOTH:
SRC_FOLDER: "rapids" # inside src/features/phone_bluetooth SRC_FOLDER: "rapids" # inside src/features/phone_bluetooth
SRC_LANGUAGE: "r" SRC_LANGUAGE: "r"
DORYAB: DORYAB:
COMPUTE: FALSE COMPUTE: False
FEATURES: FEATURES:
ALL: ALL:
DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"] DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"]

View File

@ -18,6 +18,9 @@ local({
if(grepl("Darwin", Sys.info()["sysname"], fixed = TRUE) & grepl("ARM64", Sys.info()["version"], fixed = TRUE)) # M1 Macs if(grepl("Darwin", Sys.info()["sysname"], fixed = TRUE) & grepl("ARM64", Sys.info()["version"], fixed = TRUE)) # M1 Macs
Sys.setenv("TZDIR" = file.path(R.home(), "share", "zoneinfo")) Sys.setenv("TZDIR" = file.path(R.home(), "share", "zoneinfo"))
# set timezone library
#Sys.setenv("TZDIR" = file.path(R.home(), "share", "zoneinfo"))
# signal that we've consented to use renv # signal that we've consented to use renv
options(renv.consent = TRUE) options(renv.consent = TRUE)

View File

@ -3,10 +3,38 @@ description: RAPIDS configuration schema
required: required:
- DATABASE_GROUP - DATABASE_GROUP
- TIMEZONE - TIMEZONE
- PIDS
- CREATE_PARTICIPANT_FILES - CREATE_PARTICIPANT_FILES
- PHONE_DATA_CONFIGURATION
- PHONE_ACCELEROMETER
- PHONE_ACTIVITY_RECOGNITION
- PHONE_APPLICATIONS_CRASHES
- PHONE_APPLICATIONS_FOREGROUND
- PHONE_APPLICATIONS_NOTIFICATIONS
- PHONE_AWARE_LOG
- PHONE_BATTERY
- PHONE_BLUETOOTH
- PHONE_CALLS - PHONE_CALLS
- PHONE_CONVERSATION
- PHONE_DATA_YIELD
- PHONE_KEYBOARD - PHONE_KEYBOARD
- PHONE_LOCATIONS - PHONE_LOCATIONS
- PHONE_MESSAGES
- PHONE_SCREEN
- PHONE_WIFI_CONNECTED
- PHONE_WIFI_VISIBLE
- FITBIT_DATA_CONFIGURATION
- FITBIT_DATA_YIELD
- FITBIT_HEARTRATE_SUMMARY
- FITBIT_HEARTRATE_INTRADAY
- FITBIT_SLEEP_SUMMARY
- 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
definitions: definitions:
PROVIDER: PROVIDER:
@ -23,6 +51,67 @@ definitions:
type: string type: string
enum: [python, r] enum: [python, r]
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"]
SCANS_LEASE_FREQUENT_DEVICE:
type: array
uniqueItems: True
items:
type: string
enum: ["withinsegments", "acrosssegments", "acrossdataset"]
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, DEVICE_ID_COLUMN]
properties:
TYPE:
type: string
DATABASE_GROUP:
type: string
DEVICE_ID_COLUMN:
type: string
TIMEZONE:
type: object
required: [TYPE, VALUE]
properties:
TYPE:
type: string
VALUE:
type: string
properties: properties:
DATABASE_GROUP: DATABASE_GROUP:
type: string type: string
@ -30,6 +119,12 @@ properties:
TIMEZONE: TIMEZONE:
type: string type: string
PIDS:
type: array
uniqueItems: True
items:
type: string
CREATE_PARTICIPANT_FILES: CREATE_PARTICIPANT_FILES:
type: object type: object
required: [SOURCE] required: [SOURCE]
@ -70,6 +165,256 @@ properties:
items: items:
type: string type: string
PHONE_DATA_CONFIGURATION:
allOf:
- $ref: "#/definitions/DATA_CONFIGURATION"
PHONE_ACCELEROMETER:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
type: array
uniqueItems: True
items:
type: string
enum: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
PANDA:
allOf:
- $ref: "#/definitions/PROVIDER"
- 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/PROVIDER"
PHONE_ACTIVITY_RECOGNITION:
type: object
required: [TABLE, EPISODE_THRESHOLD_BETWEEN_ROWS, PROVIDERS]
properties:
TABLE:
type: object
required: [ANDROID, IOS]
properties:
ANDROID:
type: string
IOS:
type: string
EPISODE_THRESHOLD_BETWEENROWS:
type: integer
maximum: 5
minimum: 0
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- 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/PROVIDER"
PHONE_APPLICATIONS_CRASHES:
type: object
required: [TABLE, APPLICATION_CATEGORIES, PROVIDERS]
properties:
TABLE:
type: string
APPLICATION_CATEGORIES:
allOf:
- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
PROVIDERS:
additionalProperties:
$ref: "#/definitions/PROVIDER"
PHONE_APPLICATIONS_FOREGROUND:
type: object
required: [TABLE, APPLICATION_CATEGORIES, PROVIDERS]
properties:
TABLE:
type: string
APPLICATION_CATEGORIES:
allOf:
- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
SINGLE_CATEGORIES:
type: array
uniqueItems: True
items:
type: string
MULTIPLE_CATEGORIES:
type: object
additionalProperties:
type: array
uniqueItems: True
items:
type: string
EXCLUDED_CATEGORIES:
type: ["null", array]
uniqueItems: True
items:
type: string
EXCLUDED_APPS:
type: array
uniqueItems: true
items:
type: string
FEATURES:
uniqueItems: True
items:
type: string
enum: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
PHONE_APPLICATIONS_NOTIFICATIONS:
type: object
required: [TABLE, APPLICATION_CATEGORIES, PROVIDERS]
properties:
TABLE:
type: string
APPLICATION_CATEGORIES:
allOf:
- $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE"
PROVIDERS:
type: ["null", object]
additionalProperties:
$ref: "#/definitions/PROVIDER"
PHONE_AWARE_LOG:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
additionalProperties:
$ref: "#/definitions/PROVIDER"
PHONE_BATTERY:
type: object
required: [TABLE, PROVIDERS, EPISODE_THRESHOLD_BETWEEN_ROWS]
properties:
TABLE:
type: string
EPISODE_THRESHOLD_BETWEEN_ROWS:
type: integer
maximum: 1440
minimum: 0
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"]
additionalProperties:
$ref: "#/definitions/PROVIDER"
PHONE_BLUETOOTH:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
DORYAB:
allOf:
- $ref: "#/definitions/PROVIDER"
- 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/PROVIDER"
PHONE_CALLS: PHONE_CALLS:
type: object type: object
required: [TABLE, PROVIDERS] required: [TABLE, PROVIDERS]
@ -116,6 +461,73 @@ properties:
additionalProperties: additionalProperties:
$ref: "#/definitions/PROVIDER" $ref: "#/definitions/PROVIDER"
PHONE_CONVERSATION:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: object
required: [ANDROID, IOS]
properties:
ANDROID:
type: string
IOS:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- 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/PROVIDER"
PHONE_DATA_YIELD:
type: object
required: [SENSORS, PROVIDERS]
properties:
SENSORS:
type: ["null", array]
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"]
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- 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/PROVIDER"
PHONE_KEYBOARD: PHONE_KEYBOARD:
type: object type: object
required: [TABLE, PROVIDERS] required: [TABLE, PROVIDERS]
@ -127,6 +539,27 @@ properties:
additionalProperties: additionalProperties:
$ref: "#/definitions/PROVIDER" $ref: "#/definitions/PROVIDER"
PHONE_LIGHT:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
additionalProperties:
$ref: "#/definitions/PROVIDER"
PHONE_LOCATIONS: PHONE_LOCATIONS:
type: object type: object
required: [TABLE, LOCATIONS_TO_USE, FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD, PROVIDERS] required: [TABLE, LOCATIONS_TO_USE, FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD, PROVIDERS]
@ -158,11 +591,370 @@ properties:
ACCURACY_LIMIT: ACCURACY_LIMIT:
type: integer type: integer
exclusiveMinimum: 0 exclusiveMinimum: 0
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
MAXIMUM_ROW_DURATION:
type: integer
exclusiveMinimum: 0
MINUTES_DATA_USED:
type: boolean
CLUSTER_ON:
type: string
enum: ["PARTICIPANT_DATASET", "TIME_SEGMENT"]
CLUSTERING_ALGORITHM:
type: string
enum: ["DBSCAN", "OPTICS"]
BARNETT:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
type: array
uniqueItems: True
items:
type: string
enum: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"]
ACCURACY_LIMIT:
type: integer
exclusiveMinimum: 0
TIMEZONE:
type: string
MINUTES_DATA_USED:
type: boolean
additionalProperties: additionalProperties:
$ref: "#/definitions/PROVIDER" $ref: "#/definitions/PROVIDER"
PHONE_MESSAGES:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- 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
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- 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"]
PHONE_WIFI_CONNECTED:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
additionalProperties:
$ref: "#/definitions/PROVIDER"
PHONE_WIFI_VISIBLE:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
additionalProperties:
$ref: "#/definitions/PROVIDER"
FITBIT_DATA_CONFIGURATION:
allOf:
- $ref: "#/definitions/DATA_CONFIGURATION"
- properties:
SOURCE:
properties:
COLUMN_FORMAT:
type: string
enum: ["JSON", "PLAIN_TEXT"]
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/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["ratiovalidyieldedminutes", "ratiovalidyieldedhours"]
MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS:
type: number
minimum: 0
maximum: 1
FITBIT_HEARTRATE_SUMMARY:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"]
FITBIT_HEARTRATE_INTRADAY:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["maxhr", "minhr", "avghr", "medianhr", "modehr", "stdhr", "diffmaxmodehr", "diffminmodehr", "entropyhr", "minutesonoutofrangezone", "minutesonfatburnzone", "minutesoncardiozone", "minutesonpeakzone"]
additionalProperties:
$ref: "#/definitions/PROVIDER"
FITBIT_SLEEP_SUMMARY:
type: object
required: [TABLE, SLEEP_EPISODE_TIMESTAMP, PROVIDERS]
properties:
TABLE:
type: string
SLEEP_EPISODE_TIMESTAMP:
type: string
enum: ["start", "end"]
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
SLEEP_TYPES:
type: array
uniqueItems: True
items:
type: string
enum: ["main", "nap", "all"]
additionalProperties:
$ref: "#/definitions/PROVIDER"
FITBIT_STEPS_SUMMARY:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
uniqueItems: True
items:
type: string
enum: ["maxsumsteps", "minsumsteps", "avgsumsteps", "mediansumsteps", "stdsumsteps"]
FITBIT_STEPS_INTRADAY:
type: object
required: [TABLE, PROVIDERS]
properties:
TABLE:
type: string
PROVIDERS:
type: ["null", object]
properties:
RAPIDS:
allOf:
- $ref: "#/definitions/PROVIDER"
- properties:
FEATURES:
required: [STEPS, SEDENTARY_BOUT, ACTIVE_BOUT]
properties:
STEPS:
type: array
uniqueItems: True
items:
type: string
enum: ["sum", "max", "min", "avg", "std"]
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
HISTOGRAM_PHONE_DATA_YIELD:
type: object
required: [PLOT]
properties:
PLOT:
type: boolean
HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT:
type: object
required: [PLOT]
properties:
PLOT:
type: boolean
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"]