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Refactor testing

pull/128/head
JulioV 2021-03-14 00:09:08 -05:00
parent 61edbbfb00
commit 3d4a04effe
103 changed files with 34511 additions and 34792 deletions
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2
.github/workflows/tests.yaml vendored
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@ -67,7 +67,7 @@ jobs:
shell: bash -l {0}
run : |
conda activate rapidstests
bash tests/scripts/run_tests.sh all test
bash tests/scripts/run_tests.sh -t all
- name: Release tag
if: success() && startsWith(github.ref, 'refs/tags')
id: create_release

0
data/interim/.gitkeep
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0
data/processed/.gitkeep
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0
data/raw/.gitkeep
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57
docs/developers/testing.md
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@ -1,26 +1,37 @@
# Testing
The following is a simple guide to testing RAPIDS. All files necessary for testing are stored in the `/tests` directory
The following is a simple guide to run RAPIDS' tests. All files necessary for testing are stored in the `./tests/` directory
## Steps for Testing
1. To begin testing RAPIDS place the fake raw input data `csv` files of each fake participant in
`tests/data/raw/`. The fake participant files should be placed in
`tests/data/external/participant_files`. The expected output files of RAPIDS after
processing the input data should be placed in `tests/data/processesd/frequency` and `tests/data/processesd/periodic` for frequency and periodic respectively.
2. Edit `tests/settings/frequency/config.yaml` and `tests/settings/periodic/config.yaml` to add and/or remove the rules
to be run for testing from the `forcerun` list.
3. Edit `tests/settings/frequency/testing_config.yaml` and `tests/settings/frequency/testing_config.yaml` to configure the settings and enable/disable sensors to be tested.
4. Add any additional testscripts in `tests/scripts`.
5. Run the testing shell script with
```bash
tests/scripts/run_tests.sh
run_test.sh [-l] [all | periodic | frequency] [test]
1. **Add raw data.**
1. Add the raw data to the corresponding sensor CSV file in `tests/data/external/aware_csv`. Create the CSV if it does not exist.
2. **Link raw data.**
1. Make sure that you link the new raw data to a participant by using the same `device_id` in the data and in `[DEVICE_IDS]` inside their participant file (`tests/data/external/participant_files/testXX.yaml`).
2. Create the participant file if it does not exist, and don't forget to edit `[PIDS]` in the config file of the time segments you are testing (see below). For simplicity, we use a participant's id (`testXX`) as their `device_id`.
3. **Edit the config file.**
1. Activate the sensor provider you are testing if it isn't already. Set `[SENSOR][PROVIDER][COMPUTE]` to `TRUE` in the `config.yaml` of the time segments you are testing:
```yaml
- tests/settings/frequency_config.yaml # For frequency time segments
- tests/settings/periodic_config.yaml # For periodic time segments
# We have not tested events time segments yet
```
4. **Run the pipeline and tests.**
1. You can run all time segments pipelines and their tests
```bash
tests/scripts/run_tests.sh -t all
```
2. You can run only the pipeline of a specific time segment and its tests
```bash
tests/scripts/run_tests.sh -t frequency -a both
```
2. Or, if you are working on your tests and you want to run a pipeline and its tests independently
```bash
tests/scripts/run_tests.sh -t frequency -a run
tests/scripts/run_tests.sh -t frequency -a test
```
`[-l]` will delete all the existing files in `/data` before running tests.
`[all | periodic | frequency]` will generate feature data for all or specific type of features and save in `data/processed`.
`[test]` will compare the features generated with the precomputed and verified features in `/tests/data/processed`.
## Output example
The following is a snippet of the output you should see after running your test.
```bash
@ -35,8 +46,16 @@ test_sensors_features_calculations (test_sensor_features.TestSensorFeatures) ...
FAIL
```
The results above show that the for periodic both `test_sensors_files_exist` and `test_sensors_features_calculations` passed while for frequency first test `test_sensors_files_exist` passed while `test_sensors_features_calculations` failed. In addition you should get the traceback of the failure (not shown here). For more information on how to implement test scripts and use unittest please see [Unittest Documentation](https://docs.python.org/3.7/library/unittest.html#command-line-interface)
The results above show that the for periodic both `test_sensors_files_exist` and `test_sensors_features_calculations` passed while for frequency first test `test_sensors_files_exist` passed while `test_sensors_features_calculations` failed. Additionally, you should get the traceback of the failure (not shown here). For more information on how to implement test scripts and use unittest please see [Unittest Documentation](https://docs.python.org/3.7/library/unittest.html#command-line-interface)
Testing of the RAPIDS sensors and features is a work-in-progress. Please see `test-cases`{.interpreted-text role="ref"} for a list of sensors and features that have testing currently available.
Testing of the RAPIDS sensors and features is a work-in-progress. Please see [Test Cases](../test-cases) for a list of sensors and features that have testing currently available.
Currently the repository is set up to test a number of sensors out of the box by simply running the `tests/scripts/run_tests.sh` command once the RAPIDS python environment is active.
## How do we execute the tests?
This bash script `tests/scripts/run_tests.sh` executes one or all pipelines for different time segment types (`frequency`, `periodic`, and `events`) as well as their tests (see below).
This python script `tests/scripts/run_tests.py` runs the tests. It parses the involved participants and active sensor providers in the `config.yaml` file of the time segment type being tested. We test that the output file we expect exists and that its content matches the expected values.
??? example "Example of raw data for PHONE_APPLICATIONS_FOREGROUND testing"
```json hl_lines="1 2 4" linenums="1"
--8<---- "tests/data/external/aware_csv/phone_applications_foreground_raw.csv"
```

4
src/data/streams/pull_phone_data.R
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@ -141,8 +141,10 @@ pull_phone_data <- function(){
device_os <- ifelse(device_oss[idx] == "infer", infer_device_os_container(data_configuration, device), device_oss[idx])
validate_inferred_os(basename(stream_container), participant_file, device, device_os)
if(!toupper(device_os) %in% names(stream_schema[[sensor]])) # the current sensor is only available in a single OS (like PHONE_MESSAGES)
if(!toupper(device_os) %in% names(stream_schema[[sensor]])){ # the current sensor is only available in a single OS (like PHONE_MESSAGES)
warning(sensor, " data is not available for ", device_os, ". No data to download for ", device)
next
}
os_table <- ifelse(length(tables) > 1, tables[[toupper(device_os)]], tables) # some sensor tables have a different name for android and ios

305
tests/Snakefile
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@ -1,305 +0,0 @@
configfile: "config.yaml"
include: "../rules/common.smk"
include: "../rules/renv.smk"
include: "../rules/preprocessing.smk"
include: "../rules/features.smk"
include: "../rules/reports.smk"
import itertools
files_to_compute = []
if len(config["PIDS"]) == 0:
raise ValueError("Add participants IDs to PIDS in config.yaml. Remember to create their participant files in data/external")
for provider in config["PHONE_DATA_YIELD"]["PROVIDERS"].keys():
if config["PHONE_DATA_YIELD"]["PROVIDERS"][provider]["COMPUTE"]:
allowed_phone_sensors = get_phone_sensor_names()
if not (set(config["PHONE_DATA_YIELD"]["SENSORS"]) <= set(allowed_phone_sensors)):
raise ValueError('\nInvalid sensor(s) for PHONE_DATA_YIELD. config["PHONE_DATA_YIELD"]["SENSORS"] can have '
'one or more of the following phone sensors: {}.\nInstead you provided "{}".\n'
'Keep in mind that the sensors\' CONTAINER attribute must point to a valid database table'\
.format(', '.join(allowed_phone_sensors),
', '.join(set(config["PHONE_DATA_YIELD"]["SENSORS"]) - set(allowed_phone_sensors))))
files_to_compute.extend(expand("data/raw/{pid}/{sensor}_raw.csv", pid=config["PIDS"], sensor=map(str.lower, config["PHONE_DATA_YIELD"]["SENSORS"])))
files_to_compute.extend(expand("data/interim/{pid}/phone_yielded_timestamps.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_yielded_timestamps_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_data_yield_features/phone_data_yield_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_DATA_YIELD"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_data_yield.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_MESSAGES"]["PROVIDERS"].keys():
if config["PHONE_MESSAGES"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_messages_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_messages_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_messages_features/phone_messages_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_MESSAGES"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_messages.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_CALLS"]["PROVIDERS"].keys():
if config["PHONE_CALLS"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_calls_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_calls_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_calls_with_datetime_unified.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_calls_features/phone_calls_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_CALLS"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_calls.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_BLUETOOTH"]["PROVIDERS"].keys():
if config["PHONE_BLUETOOTH"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_bluetooth_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_bluetooth_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_bluetooth_features/phone_bluetooth_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_BLUETOOTH"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_bluetooth.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_ACTIVITY_RECOGNITION"]["PROVIDERS"].keys():
if config["PHONE_ACTIVITY_RECOGNITION"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_activity_recognition_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_activity_recognition_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_activity_recognition_episodes.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_activity_recognition_episodes_resampled.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_activity_recognition_episodes_resampled_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_activity_recognition_features/phone_activity_recognition_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_ACTIVITY_RECOGNITION"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_activity_recognition.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_BATTERY"]["PROVIDERS"].keys():
if config["PHONE_BATTERY"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_battery_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_battery_episodes.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_battery_episodes_resampled.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_battery_episodes_resampled_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_battery_features/phone_battery_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_BATTERY"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_battery.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_SCREEN"]["PROVIDERS"].keys():
if config["PHONE_SCREEN"]["PROVIDERS"][provider]["COMPUTE"]:
# if "PHONE_SCREEN" in config["PHONE_DATA_YIELD"]["SENSORS"]:# not used for now because we took episodepersensedminutes out of the list of supported features
# files_to_compute.extend(expand("data/interim/{pid}/phone_yielded_timestamps.csv", pid=config["PIDS"]))
# else:
# raise ValueError("Error: Add PHONE_SCREEN (and as many PHONE_SENSORS as you have in your database) to [PHONE_DATA_YIELD][SENSORS] in config.yaml. This is necessary to compute phone_yielded_timestamps (time when the smartphone was sensing data)")
files_to_compute.extend(expand("data/raw/{pid}/phone_screen_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_screen_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_screen_with_datetime_unified.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_screen_episodes.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_screen_episodes_resampled.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_screen_episodes_resampled_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_screen_features/phone_screen_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_SCREEN"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_screen.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_LIGHT"]["PROVIDERS"].keys():
if config["PHONE_LIGHT"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_light_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_light_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_light_features/phone_light_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_LIGHT"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_light.csv", pid=config["PIDS"],))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_ACCELEROMETER"]["PROVIDERS"].keys():
if config["PHONE_ACCELEROMETER"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_accelerometer_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_accelerometer_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_accelerometer_features/phone_accelerometer_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_ACCELEROMETER"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_accelerometer.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_APPLICATIONS_FOREGROUND"]["PROVIDERS"].keys():
if config["PHONE_APPLICATIONS_FOREGROUND"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_foreground_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_foreground_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_foreground_with_datetime_with_categories.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_applications_foreground_features/phone_applications_foreground_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_APPLICATIONS_FOREGROUND"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_applications_foreground.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_WIFI_VISIBLE"]["PROVIDERS"].keys():
if config["PHONE_WIFI_VISIBLE"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_wifi_visible_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_wifi_visible_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_wifi_visible_features/phone_wifi_visible_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_WIFI_VISIBLE"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_wifi_visible.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_WIFI_CONNECTED"]["PROVIDERS"].keys():
if config["PHONE_WIFI_CONNECTED"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_wifi_connected_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_wifi_connected_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_wifi_connected_features/phone_wifi_connected_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_WIFI_CONNECTED"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_wifi_connected.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_CONVERSATION"]["PROVIDERS"].keys():
if config["PHONE_CONVERSATION"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_conversation_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_conversation_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_conversation_features/phone_conversation_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_CONVERSATION"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_conversation.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
# We can delete these if's as soon as we add feature PROVIDERS to any of these sensors
if isinstance(config["PHONE_APPLICATIONS_CRASHES"]["PROVIDERS"], dict):
for provider in config["PHONE_APPLICATIONS_CRASHES"]["PROVIDERS"].keys():
if config["PHONE_APPLICATIONS_CRASHES"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_crashes_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_crashes_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_crashes_with_datetime_with_categories.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_applications_crashes_features/phone_applications_crashes_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_APPLICATIONS_CRASHES"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_applications_crashes.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
if isinstance(config["PHONE_APPLICATIONS_NOTIFICATIONS"]["PROVIDERS"], dict):
for provider in config["PHONE_APPLICATIONS_NOTIFICATIONS"]["PROVIDERS"].keys():
if config["PHONE_APPLICATIONS_NOTIFICATIONS"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_notifications_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_notifications_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_applications_notifications_with_datetime_with_categories.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_applications_notifications_features/phone_applications_notifications_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_APPLICATIONS_NOTIFICATIONS"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_applications_notifications.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
if isinstance(config["PHONE_KEYBOARD"]["PROVIDERS"], dict):
for provider in config["PHONE_KEYBOARD"]["PROVIDERS"].keys():
if config["PHONE_KEYBOARD"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_keyboard_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_keyboard_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_keyboard_features/phone_keyboard_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_KEYBOARD"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_keyboard.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
if isinstance(config["PHONE_LOG"]["PROVIDERS"], dict):
for provider in config["PHONE_LOG"]["PROVIDERS"].keys():
if config["PHONE_LOG"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/phone_log_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/phone_log_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_log_features/phone_log_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_LOG"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_log.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["PHONE_LOCATIONS"]["PROVIDERS"].keys():
if config["PHONE_LOCATIONS"]["PROVIDERS"][provider]["COMPUTE"]:
if config["PHONE_LOCATIONS"]["LOCATIONS_TO_USE"] == "FUSED_RESAMPLED":
if "PHONE_LOCATIONS" in config["PHONE_DATA_YIELD"]["SENSORS"]:
files_to_compute.extend(expand("data/interim/{pid}/phone_yielded_timestamps.csv", pid=config["PIDS"]))
else:
raise ValueError("Error: Add PHONE_LOCATIONS (and as many PHONE_SENSORS as you have) to [PHONE_DATA_YIELD][SENSORS] in config.yaml. This is necessary to compute phone_yielded_timestamps (time when the smartphone was sensing data) which is used to resample fused location data (RESAMPLED_FUSED)")
files_to_compute.extend(expand("data/raw/{pid}/phone_locations_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_locations_processed.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_locations_processed_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/phone_locations_features/phone_locations_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["PHONE_LOCATIONS"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/phone_locations.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["FITBIT_HEARTRATE_SUMMARY"]["PROVIDERS"].keys():
if config["FITBIT_HEARTRATE_SUMMARY"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/fitbit_heartrate_summary_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_heartrate_summary_parsed.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_heartrate_summary_parsed_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/fitbit_heartrate_summary_features/fitbit_heartrate_summary_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["FITBIT_HEARTRATE_SUMMARY"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/fitbit_heartrate_summary.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["FITBIT_HEARTRATE_INTRADAY"]["PROVIDERS"].keys():
if config["FITBIT_HEARTRATE_INTRADAY"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/fitbit_heartrate_intraday_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_heartrate_intraday_parsed.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_heartrate_intraday_parsed_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/fitbit_heartrate_intraday_features/fitbit_heartrate_intraday_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["FITBIT_HEARTRATE_INTRADAY"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/fitbit_heartrate_intraday.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["FITBIT_SLEEP_SUMMARY"]["PROVIDERS"].keys():
if config["FITBIT_SLEEP_SUMMARY"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/fitbit_sleep_summary_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_sleep_summary_parsed.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_sleep_summary_parsed_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/fitbit_sleep_summary_features/fitbit_sleep_summary_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["FITBIT_SLEEP_SUMMARY"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/fitbit_sleep_summary.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
# for provider in config["FITBIT_SLEEP_INTRADAY"]["PROVIDERS"].keys():
# if config["FITBIT_SLEEP_INTRADAY"]["PROVIDERS"][provider]["COMPUTE"]:
# files_to_compute.extend(expand("data/raw/{pid}/fitbit_sleep_intraday_raw.csv", pid=config["PIDS"]))
# files_to_compute.extend(expand("data/raw/{pid}/fitbit_sleep_intraday_parsed.csv", pid=config["PIDS"]))
# files_to_compute.extend(expand("data/raw/{pid}/fitbit_sleep_intraday_parsed_with_datetime.csv", pid=config["PIDS"]))
for provider in config["FITBIT_STEPS_SUMMARY"]["PROVIDERS"].keys():
if config["FITBIT_STEPS_SUMMARY"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/fitbit_steps_summary_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_steps_summary_parsed.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_steps_summary_parsed_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/fitbit_steps_summary_features/fitbit_steps_summary_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["FITBIT_STEPS_SUMMARY"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/fitbit_steps_summary.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
for provider in config["FITBIT_STEPS_INTRADAY"]["PROVIDERS"].keys():
if config["FITBIT_STEPS_INTRADAY"]["PROVIDERS"][provider]["COMPUTE"]:
files_to_compute.extend(expand("data/raw/{pid}/fitbit_steps_intraday_raw.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_steps_intraday_parsed.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/raw/{pid}/fitbit_steps_intraday_parsed_with_datetime.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/interim/{pid}/fitbit_steps_intraday_features/fitbit_steps_intraday_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["FITBIT_STEPS_INTRADAY"]["PROVIDERS"][provider]["SRC_LANGUAGE"].lower(), provider_key=provider.lower()))
files_to_compute.extend(expand("data/processed/features/{pid}/fitbit_steps_intraday.csv", pid=config["PIDS"]))
files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
# for provider in config["FITBIT_CALORIES"]["PROVIDERS"].keys():
# if config["FITBIT_CALORIES"]["PROVIDERS"][provider]["COMPUTE"]:
# files_to_compute.extend(expand("data/raw/{pid}/fitbit_calories_{fitbit_data_type}_raw.csv", pid=config["PIDS"], fitbit_data_type=(["json"] if config["FITBIT_CALORIES"]["TABLE_FORMAT"] == "JSON" else ["summary", "intraday"])))
# files_to_compute.extend(expand("data/raw/{pid}/fitbit_calories_{fitbit_data_type}_parsed.csv", pid=config["PIDS"], fitbit_data_type=["summary", "intraday"]))
# files_to_compute.extend(expand("data/raw/{pid}/fitbit_calories_{fitbit_data_type}_parsed_with_datetime.csv", pid=config["PIDS"], fitbit_data_type=["summary", "intraday"]))
# files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]))
# files_to_compute.append("data/processed/features/all_participants/all_sensor_features.csv")
# Visualization for Data Exploration
if config["HISTOGRAM_PHONE_DATA_YIELD"]["PLOT"]:
files_to_compute.append("reports/data_exploration/histogram_phone_data_yield.html")
if config["HEATMAP_SENSORS_PER_MINUTE_PER_TIME_SEGMENT"]["PLOT"]:
files_to_compute.extend(expand("reports/interim/{pid}/heatmap_sensors_per_minute_per_time_segment.html", pid=config["PIDS"]))
files_to_compute.append("reports/data_exploration/heatmap_sensors_per_minute_per_time_segment.html")
if config["HEATMAP_SENSOR_ROW_COUNT_PER_TIME_SEGMENT"]["PLOT"]:
files_to_compute.extend(expand("reports/interim/{pid}/heatmap_sensor_row_count_per_time_segment.html", pid=config["PIDS"]))
files_to_compute.append("reports/data_exploration/heatmap_sensor_row_count_per_time_segment.html")
if config["HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT"]["PLOT"]:
files_to_compute.append("reports/data_exploration/heatmap_phone_data_yield_per_participant_per_time_segment.html")
if config["HEATMAP_FEATURE_CORRELATION_MATRIX"]["PLOT"]:
files_to_compute.append("reports/data_exploration/heatmap_feature_correlation_matrix.html")
rule all:
input:
files_to_compute
rule clean:
shell:
"rm -rf data/raw/* && rm -rf data/interim/* && rm -rf data/processed/* && rm -rf reports/figures/* && rm -rf reports/*.zip && rm -rf reports/compliance/*"

85
tests/data/external/aware_csv/phone_applications_foreground_raw.csv vendored 100644
View File

@ -0,0 +1,85 @@
"timestamp","device_id","package_name","application_name","is_system_app"
1593946320761,"test01","tv.twitch.android.app","Twitch",0
1593961974942,"test01","com.google.android.gms","Google",1
1593958144033,"test01","tv.twitch.android.app","Twitch",0
1593947228964,"test01","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1593951572326,"test01","com.netflix.mediaclient","Netflix",0
1593950554868,"test01","com.supercell.clashofclans","Clash of Clans",0
1593964799620,"test01","tv.twitch.android.app","Twitch",0
1593974241305,"test01","com.facebook.moments","Facebook Moments",0
1593969483540,"test01","com.facebook.moments","Facebook Moments",0
1593977289581,"test01","com.fitbit.FitbitMobile","Fitbit",0
1593970763367,"test01","com.netflix.mediaclient","Netflix",0
1593964867720,"test01","com.supercell.clashofclans","Clash of Clans",0
1593974942995,"test01","com.google.android.gm","Gmail",0
1593986399351,"test01","com.netflix.mediaclient","Netflix",0
1594000139073,"test01","com.google.android.gm","Gmail",0
1593994717099,"test01","com.fitbit.FitbitMobile","Fitbit",0
1593985854872,"test01","com.google.android.youtube","Youtube",0
1594003154390,"test01","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1594003853415,"test01","com.google.android.gms","Google",1
1593991680045,"test01","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1594007999202,"test01","com.aware.plugin.upmc.cancer","AWARE",0
1593939733998,"test01","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1593933324739,"test01","tv.twitch.android.app","Twitch",0
1593925161482,"test01","com.facebook.moments","Facebook Moments",0
1593936918763,"test01","com.google.android.gms","Google",1
1593924155524,"test01","com.google.android.youtube","Youtube",0
1593922625358,"test01","com.facebook.moments","Facebook Moments",0
1593943199317,"test01","tv.twitch.android.app","Twitch",0
1593951550550,"test01","com.google.android.gms","Google",1
1593981544544,"test01","com.google.android.gms","Google",1
1593999779779,"test01","com.google.android.gms","Google",1
1593933565565,"test01","com.google.android.gms","Google",1
1602475200000,"test05","tv.twitch.android.app","Twitch",0
1602475200000,"test05","com.netflix.mediaclient","Netflix",0
1602475200000,"test05","com.google.android.gms","Google",1
1602475200000,"test05","com.facebook.moments","Facebook Moments",0
1602475999000,"test05","tv.twitch.android.app","Twitch",0
1602475999000,"test05","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1602476999000,"test05","com.netflix.mediaclient","Netflix",0
1602476999000,"test05","com.supercell.clashofclans","Clash of Clans",0
1602476999000,"test05","com.netflix.mediaclient","Netflix",0
1602476999000,"test05","com.supercell.clashofclans","Clash of Clans",0
1602477000000,"test05","tv.twitch.android.app","Twitch",0
1602477000000,"test05","com.facebook.moments","Facebook Moments",0
1602477000000,"test05","com.google.android.gm","Gmail",0
1602478000000,"test05","com.facebook.moments","Facebook Moments",0
1602478000000,"test05","com.fitbit.FitbitMobile","Fitbit",0
1602478799000,"test05","com.google.android.gm","Gmail",0
1602478799000,"test05","com.netflix.mediaclient","Netflix",0
1602478000000,"test05","com.fitbit.FitbitMobile","Fitbit",0
1602478799000,"test05","com.google.android.gm","Gmail",0
1602478799000,"test05","com.supercell.clashofclans","Clash of Clans",0
1602478799000,"test05","com.netflix.mediaclient","Netflix",0
1602478800000,"test05","com.google.android.gm","Gmail",0
1602478800000,"test05","com.fitbit.FitbitMobile","Fitbit",0
1602478800000,"test05","com.google.android.gm","Gmail",0
1602478800000,"test05","com.fitbit.FitbitMobile","Fitbit",0
1602480500000,"test05","com.netflix.mediaclient","Netflix",0
1602480500000,"test05","com.supercell.clashofclans","Clash of Clans",0
1602480500000,"test05","com.supercell.clashofclans","Clash of Clans",0
1602558000000,"test05","com.google.android.youtube","Youtube",0
1602558000000,"test05","com.google.android.youtube","Youtube",0
1602558000000,"test05","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1602558799000,"test05","com.google.android.gms","Google",1
1602558799000,"test05","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1602558000000,"test05","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1602558799000,"test05","com.google.android.gms","Google",1
1602558799000,"test05","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1602559799000,"test05","com.aware.plugin.upmc.cancer","AWARE",0
1602559799000,"test05","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1602559799000,"test05","com.aware.plugin.upmc.cancer","AWARE",0
1602559799000,"test05","com.google.android.apps.youtube.creator","Youtube Video Creater",0
1602559800000,"test05","tv.twitch.android.app","Twitch",0
1602559800000,"test05","com.facebook.moments","Facebook Moments",0
1602560800000,"test05","com.google.android.gms","Google",1
1602560800000,"test05","com.google.android.youtube","Youtube",0
1602560800000,"test05","com.google.android.gms","Google",1
1602560800000,"test05","com.google.android.youtube","Youtube",0
1602561599000,"test05","com.facebook.moments","Facebook Moments",0
1602561599000,"test05","tv.twitch.android.app","Twitch",0
1602561600000,"test05","com.google.android.gms","Google",1
1602561600000,"test05","com.google.android.gms","Google",1
1602563400000,"test05","com.google.android.gms","Google",1
1602563500000,"test05","com.facebook.moments","Facebook Moments",0
1 timestamp device_id package_name application_name is_system_app
2 1593946320761 test01 tv.twitch.android.app Twitch 0
3 1593961974942 test01 com.google.android.gms Google 1
4 1593958144033 test01 tv.twitch.android.app Twitch 0
5 1593947228964 test01 com.google.android.apps.youtube.creator Youtube Video Creater 0
6 1593951572326 test01 com.netflix.mediaclient Netflix 0
7 1593950554868 test01 com.supercell.clashofclans Clash of Clans 0
8 1593964799620 test01 tv.twitch.android.app Twitch 0
9 1593974241305 test01 com.facebook.moments Facebook Moments 0
10 1593969483540 test01 com.facebook.moments Facebook Moments 0
11 1593977289581 test01 com.fitbit.FitbitMobile Fitbit 0
12 1593970763367 test01 com.netflix.mediaclient Netflix 0
13 1593964867720 test01 com.supercell.clashofclans Clash of Clans 0
14 1593974942995 test01 com.google.android.gm Gmail 0
15 1593986399351 test01 com.netflix.mediaclient Netflix 0
16 1594000139073 test01 com.google.android.gm Gmail 0
17 1593994717099 test01 com.fitbit.FitbitMobile Fitbit 0
18 1593985854872 test01 com.google.android.youtube Youtube 0
19 1594003154390 test01 com.google.android.apps.youtube.creator Youtube Video Creater 0
20 1594003853415 test01 com.google.android.gms Google 1
21 1593991680045 test01 com.google.android.apps.youtube.creator Youtube Video Creater 0
22 1594007999202 test01 com.aware.plugin.upmc.cancer AWARE 0
23 1593939733998 test01 com.google.android.apps.youtube.creator Youtube Video Creater 0
24 1593933324739 test01 tv.twitch.android.app Twitch 0
25 1593925161482 test01 com.facebook.moments Facebook Moments 0
26 1593936918763 test01 com.google.android.gms Google 1
27 1593924155524 test01 com.google.android.youtube Youtube 0
28 1593922625358 test01 com.facebook.moments Facebook Moments 0
29 1593943199317 test01 tv.twitch.android.app Twitch 0
30 1593951550550 test01 com.google.android.gms Google 1
31 1593981544544 test01 com.google.android.gms Google 1
32 1593999779779 test01 com.google.android.gms Google 1
33 1593933565565 test01 com.google.android.gms Google 1
34 1602475200000 test05 tv.twitch.android.app Twitch 0
35 1602475200000 test05 com.netflix.mediaclient Netflix 0
36 1602475200000 test05 com.google.android.gms Google 1
37 1602475200000 test05 com.facebook.moments Facebook Moments 0
38 1602475999000 test05 tv.twitch.android.app Twitch 0
39 1602475999000 test05 com.google.android.apps.youtube.creator Youtube Video Creater 0
40 1602476999000 test05 com.netflix.mediaclient Netflix 0
41 1602476999000 test05 com.supercell.clashofclans Clash of Clans 0
42 1602476999000 test05 com.netflix.mediaclient Netflix 0
43 1602476999000 test05 com.supercell.clashofclans Clash of Clans 0
44 1602477000000 test05 tv.twitch.android.app Twitch 0
45 1602477000000 test05 com.facebook.moments Facebook Moments 0
46 1602477000000 test05 com.google.android.gm Gmail 0
47 1602478000000 test05 com.facebook.moments Facebook Moments 0
48 1602478000000 test05 com.fitbit.FitbitMobile Fitbit 0
49 1602478799000 test05 com.google.android.gm Gmail 0
50 1602478799000 test05 com.netflix.mediaclient Netflix 0
51 1602478000000 test05 com.fitbit.FitbitMobile Fitbit 0
52 1602478799000 test05 com.google.android.gm Gmail 0
53 1602478799000 test05 com.supercell.clashofclans Clash of Clans 0
54 1602478799000 test05 com.netflix.mediaclient Netflix 0
55 1602478800000 test05 com.google.android.gm Gmail 0
56 1602478800000 test05 com.fitbit.FitbitMobile Fitbit 0
57 1602478800000 test05 com.google.android.gm Gmail 0
58 1602478800000 test05 com.fitbit.FitbitMobile Fitbit 0
59 1602480500000 test05 com.netflix.mediaclient Netflix 0
60 1602480500000 test05 com.supercell.clashofclans Clash of Clans 0
61 1602480500000 test05 com.supercell.clashofclans Clash of Clans 0
62 1602558000000 test05 com.google.android.youtube Youtube 0
63 1602558000000 test05 com.google.android.youtube Youtube 0
64 1602558000000 test05 com.google.android.apps.youtube.creator Youtube Video Creater 0
65 1602558799000 test05 com.google.android.gms Google 1
66 1602558799000 test05 com.google.android.apps.youtube.creator Youtube Video Creater 0
67 1602558000000 test05 com.google.android.apps.youtube.creator Youtube Video Creater 0
68 1602558799000 test05 com.google.android.gms Google 1
69 1602558799000 test05 com.google.android.apps.youtube.creator Youtube Video Creater 0
70 1602559799000 test05 com.aware.plugin.upmc.cancer AWARE 0
71 1602559799000 test05 com.google.android.apps.youtube.creator Youtube Video Creater 0
72 1602559799000 test05 com.aware.plugin.upmc.cancer AWARE 0
73 1602559799000 test05 com.google.android.apps.youtube.creator Youtube Video Creater 0
74 1602559800000 test05 tv.twitch.android.app Twitch 0
75 1602559800000 test05 com.facebook.moments Facebook Moments 0
76 1602560800000 test05 com.google.android.gms Google 1
77 1602560800000 test05 com.google.android.youtube Youtube 0
78 1602560800000 test05 com.google.android.gms Google 1
79 1602560800000 test05 com.google.android.youtube Youtube 0
80 1602561599000 test05 com.facebook.moments Facebook Moments 0
81 1602561599000 test05 tv.twitch.android.app Twitch 0
82 1602561600000 test05 com.google.android.gms Google 1
83 1602561600000 test05 com.google.android.gms Google 1
84 1602563400000 test05 com.google.android.gms Google 1
85 1602563500000 test05 com.facebook.moments Facebook Moments 0

198
tests/data/external/aware_csv/phone_battery_raw.csv vendored 100644
View File

@ -0,0 +1,198 @@
"timestamp","device_id","battery_status","battery_level","battery_scale","battery_voltage","battery_temperature","battery_adaptor","battery_health","battery_technology"
1593576490416,"test01",3,80,100,4170,23,0,2,"Li-ion"
1593576683435,"test01",3,79,100,4094,23,0,2,"Li-ion"
1593576930630,"test01",3,78,100,4157,23,0,2,"Li-ion"
1593577058603,"test01",3,77,100,4157,23,0,2,"Li-ion"
1593581260603,"test01",4,77,100,4157,23,0,2,"Li-ion"
1593588030416,"test01",2,77,100,4170,23,0,2,"Li-ion"
1593588230435,"test01",2,78,100,4094,23,0,2,"Li-ion"
1593588635630,"test01",2,79,100,4157,23,0,2,"Li-ion"
1593588635876,"test01",2,80,100,4157,23,0,2,"Li-ion"
1593597450123,"test01",3,80,100,4170,23,0,2,"Li-ion"
1593597589435,"test01",3,79,100,4094,23,0,2,"Li-ion"
1593597739321,"test01",3,78,100,4157,23,0,2,"Li-ion"
1593597872456,"test01",3,77,100,4157,23,0,2,"Li-ion"
1593605072416,"test01",2,72,100,4170,23,0,2,"Li-ion"
1593605232435,"test01",2,73,100,4094,23,0,2,"Li-ion"
1593605392679,"test01",2,74,100,4157,23,0,2,"Li-ion"
1593605587876,"test01",2,75,100,4157,23,0,2,"Li-ion"
1593609187603,"test01",4,77,100,4157,23,0,2,"Li-ion"
1593613397416,"test01",3,74,100,4170,23,0,2,"Li-ion"
1593613583435,"test01",3,73,100,4094,23,0,2,"Li-ion"
1593613783679,"test01",3,72,100,4157,23,0,2,"Li-ion"
1593614058876,"test01",3,71,100,4157,23,0,2,"Li-ion"
1593618958416,"test01",2,62,100,4170,23,0,2,"Li-ion"
1593619168435,"test01",2,63,100,4094,23,0,2,"Li-ion"
1593619477679,"test01",2,64,100,4157,23,0,2,"Li-ion"
1593619687876,"test01",2,65,100,4157,23,0,2,"Li-ion"
1593625927416,"test01",3,64,100,4170,23,0,2,"Li-ion"
1593626099435,"test01",3,63,100,4094,23,0,2,"Li-ion"
1593626229679,"test01",3,62,100,4157,23,0,2,"Li-ion"
1593626419876,"test01",3,61,100,4157,23,0,2,"Li-ion"
1593630629603,"test01",4,77,100,4157,23,0,2,"Li-ion"
1593634407416,"test01",2,60,100,4170,23,0,2,"Li-ion"
1593634677435,"test01",2,61,100,4094,23,0,2,"Li-ion"
1593634887679,"test01",2,62,100,4157,23,0,2,"Li-ion"
1593635087876,"test01",2,63,100,4157,23,0,2,"Li-ion"
1593640563123,"test01",3,60,100,4170,23,0,2,"Li-ion"
1593640781435,"test01",3,59,100,4094,23,0,2,"Li-ion"
1593641054321,"test01",3,58,100,4157,23,0,2,"Li-ion"
1593641244456,"test01",3,57,100,4157,23,0,2,"Li-ion"
1593648183416,"test01",2,72,100,4170,23,0,2,"Li-ion"
1593648312435,"test01",2,73,100,4094,23,0,2,"Li-ion"
1593648444679,"test01",2,74,100,4157,23,0,2,"Li-ion"
1593648634876,"test01",2,75,100,4157,23,0,2,"Li-ion"
1593651044603,"test01",4,77,100,4157,23,0,2,"Li-ion"
1593653404416,"test01",3,74,100,4170,23,0,2,"Li-ion"
1593653534435,"test01",3,73,100,4094,23,0,2,"Li-ion"
1593653723679,"test01",3,72,100,4157,23,0,2,"Li-ion"
1593653867876,"test01",3,71,100,4157,23,0,2,"Li-ion"
1593576490416,"test02",4,80,100,4170,23,0,2,"Li-ion"
1593576683435,"test02",4,79,100,4094,23,0,2,"Li-ion"
1593576930630,"test02",4,78,100,4157,23,0,2,"Li-ion"
1593577058603,"test02",4,77,100,4157,23,0,2,"Li-ion"
1593588030416,"test02",2,77,100,4170,23,0,2,"Li-ion"
1593588230435,"test02",2,78,100,4094,23,0,2,"Li-ion"
1593588635630,"test02",2,79,100,4157,23,0,2,"Li-ion"
1593588635876,"test02",2,80,100,4157,23,0,2,"Li-ion"
1593597450123,"test02",4,80,100,4170,23,0,2,"Li-ion"
1593597589435,"test02",4,79,100,4094,23,0,2,"Li-ion"
1593597739321,"test02",4,78,100,4157,23,0,2,"Li-ion"
1593597872456,"test02",4,77,100,4157,23,0,2,"Li-ion"
1593605072416,"test02",2,72,100,4170,23,0,2,"Li-ion"
1593605232435,"test02",2,73,100,4094,23,0,2,"Li-ion"
1593605392679,"test02",2,74,100,4157,23,0,2,"Li-ion"
1593605587876,"test02",2,75,100,4157,23,0,2,"Li-ion"
1593613397416,"test02",4,74,100,4170,23,0,2,"Li-ion"
1593613583435,"test02",4,73,100,4094,23,0,2,"Li-ion"
1593613783679,"test02",4,72,100,4157,23,0,2,"Li-ion"
1593614058876,"test02",4,71,100,4157,23,0,2,"Li-ion"
1593618958416,"test02",2,62,100,4170,23,0,2,"Li-ion"
1593619168435,"test02",2,63,100,4094,23,0,2,"Li-ion"
1593619477679,"test02",2,64,100,4157,23,0,2,"Li-ion"
1593619687876,"test02",2,65,100,4157,23,0,2,"Li-ion"
1593625927416,"test02",4,64,100,4170,23,0,2,"Li-ion"
1593626099435,"test02",4,63,100,4094,23,0,2,"Li-ion"
1593626229679,"test02",4,62,100,4157,23,0,2,"Li-ion"
1593626419876,"test02",4,61,100,4157,23,0,2,"Li-ion"
1593634407416,"test02",2,60,100,4170,23,0,2,"Li-ion"
1593634677435,"test02",2,61,100,4094,23,0,2,"Li-ion"
1593634887679,"test02",2,62,100,4157,23,0,2,"Li-ion"
1593635087876,"test02",2,63,100,4157,23,0,2,"Li-ion"
1593640563123,"test02",4,60,100,4170,23,0,2,"Li-ion"
1593640781435,"test02",4,59,100,4094,23,0,2,"Li-ion"
1593641054321,"test02",4,58,100,4157,23,0,2,"Li-ion"
1593641244456,"test02",4,57,100,4157,23,0,2,"Li-ion"
1593648183416,"test02",2,72,100,4170,23,0,2,"Li-ion"
1593648312435,"test02",2,73,100,4094,23,0,2,"Li-ion"
1593648444679,"test02",2,74,100,4157,23,0,2,"Li-ion"
1593648634876,"test02",2,75,100,4157,23,0,2,"Li-ion"
1593653404416,"test02",4,74,100,4170,23,0,2,"Li-ion"
1593653534435,"test02",4,73,100,4094,23,0,2,"Li-ion"
1593653723679,"test02",4,72,100,4157,23,0,2,"Li-ion"
1593653867876,"test02",4,71,100,4157,23,0,2,"Li-ion"
1593576490416,"test05",3,80,100,4170,23,0,2,"Li-ion"
1593576683435,"test05",3,79,100,4094,23,0,2,"Li-ion"
1593576930630,"test05",3,78,100,4157,23,0,2,"Li-ion"
1593577058603,"test05",3,77,100,4157,23,0,2,"Li-ion"
1593581260603,"test05",4,77,100,4157,23,0,2,"Li-ion"
1593588030416,"test05",2,77,100,4170,23,0,2,"Li-ion"
1593588230435,"test05",2,78,100,4094,23,0,2,"Li-ion"
1593588635630,"test05",2,79,100,4157,23,0,2,"Li-ion"
1593588635876,"test05",2,80,100,4157,23,0,2,"Li-ion"
1593597450123,"test05",3,80,100,4170,23,0,2,"Li-ion"
1593597589435,"test05",3,79,100,4094,23,0,2,"Li-ion"
1593597739321,"test05",3,78,100,4157,23,0,2,"Li-ion"
1593597872456,"test05",3,77,100,4157,23,0,2,"Li-ion"
1593605072416,"test05",2,72,100,4170,23,0,2,"Li-ion"
1593605232435,"test05",2,73,100,4094,23,0,2,"Li-ion"
1593605392679,"test05",2,74,100,4157,23,0,2,"Li-ion"
1593605587876,"test05",2,75,100,4157,23,0,2,"Li-ion"
1593609187603,"test05",4,75,100,4157,23,0,2,"Li-ion"
1593613397416,"test05",3,74,100,4170,23,0,2,"Li-ion"
1593613583435,"test05",3,73,100,4094,23,0,2,"Li-ion"
1593613783679,"test05",3,72,100,4157,23,0,2,"Li-ion"
1593614058876,"test05",3,71,100,4157,23,0,2,"Li-ion"
1593618958416,"test05",2,62,100,4170,23,0,2,"Li-ion"
1593619168435,"test05",2,63,100,4094,23,0,2,"Li-ion"
1593619477679,"test05",2,64,100,4157,23,0,2,"Li-ion"
1593619687876,"test05",2,65,100,4157,23,0,2,"Li-ion"
1593625927416,"test05",3,64,100,4170,23,0,2,"Li-ion"
1593626099435,"test05",3,63,100,4094,23,0,2,"Li-ion"
1593626229679,"test05",3,62,100,4157,23,0,2,"Li-ion"
1593626419876,"test05",3,61,100,4157,23,0,2,"Li-ion"
1593630629603,"test05",4,77,100,4157,23,0,2,"Li-ion"
1593634407416,"test05",2,60,100,4170,23,0,2,"Li-ion"
1593634677435,"test05",2,61,100,4094,23,0,2,"Li-ion"
1593634887679,"test05",2,62,100,4157,23,0,2,"Li-ion"
1593635087876,"test05",2,63,100,4157,23,0,2,"Li-ion"
1593640563123,"test05",3,60,100,4170,23,0,2,"Li-ion"
1593640781435,"test05",3,59,100,4094,23,0,2,"Li-ion"
1593641054321,"test05",3,58,100,4157,23,0,2,"Li-ion"
1593641244456,"test05",3,57,100,4157,23,0,2,"Li-ion"
1593648183416,"test05",2,72,100,4170,23,0,2,"Li-ion"
1593648312435,"test05",2,73,100,4094,23,0,2,"Li-ion"
1593648444679,"test05",2,74,100,4157,23,0,2,"Li-ion"
1593648634876,"test05",2,75,100,4157,23,0,2,"Li-ion"
1593651044603,"test05",4,75,100,4157,23,0,2,"Li-ion"
1593653404416,"test05",3,74,100,4170,23,0,2,"Li-ion"
1593653534435,"test05",3,73,100,4094,23,0,2,"Li-ion"
1593653723679,"test05",3,72,100,4157,23,0,2,"Li-ion"
1593653867876,"test05",3,71,100,4157,23,0,2,"Li-ion"
1593576490416.0,"test06",4.0,80.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593576683435.0,"test06",4.0,79.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593576930630.0,"test06",4.0,78.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593577058603.0,"test06",4.0,77.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593588030416.0,"test06",2.0,77.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593588230435.0,"test06",2.0,78.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593588635630.0,"test06",2.0,79.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593588635876.0,"test06",2.0,80.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593597450123.0,"test06",3.0,80.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593597589435.0,"test06",3.0,79.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593597739321.0,"test06",3.0,78.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593597872456.0,"test06",3.0,77.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593605072416.0,"test06",2.0,72.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593605232435.0,"test06",2.0,73.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593605392679.0,"test06",2.0,74.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593605587876.0,"test06",2.0,75.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593613397416.0,"test06",4.0,74.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593613583435.0,"test06",4.0,73.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593613783679.0,"test06",4.0,72.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593614058876.0,"test06",4.0,71.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593618958416.0,"test06",2.0,62.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593619168435.0,"test06",2.0,63.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593619477679.0,"test06",2.0,64.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593619687876.0,"test06",2.0,65.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593625927416.0,"test06",4.0,64.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593626099435.0,"test06",4.0,63.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593626229679.0,"test06",4.0,62.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593626419876.0,"test06",4.0,61.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593634407416.0,"test06",2.0,60.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593634677435.0,"test06",2.0,61.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593634887679.0,"test06",2.0,62.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593635087876.0,"test06",2.0,63.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593640563123.0,"test06",4.0,60.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593640781435.0,"test06",4.0,59.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593641054321.0,"test06",4.0,58.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593641244456.0,"test06",4.0,57.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593648183416.0,"test06",2.0,72.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593648312435.0,"test06",2.0,73.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593648444679.0,"test06",2.0,74.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593648634876.0,"test06",2.0,75.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
"","test06","","","","","","","",""
1593653404416.0,"test06",4.0,74.0,100.0,4170.0,23.0,0.0,2.0,"Li-ion"
1593653534435.0,"test06",4.0,73.0,100.0,4094.0,23.0,0.0,2.0,"Li-ion"
1593653723679.0,"test06",4.0,72.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1593653867876.0,"test06",4.0,71.0,100.0,4157.0,23.0,0.0,2.0,"Li-ion"
1 timestamp device_id battery_status battery_level battery_scale battery_voltage battery_temperature battery_adaptor battery_health battery_technology
2 1593576490416 test01 3 80 100 4170 23 0 2 Li-ion
3 1593576683435 test01 3 79 100 4094 23 0 2 Li-ion
4 1593576930630 test01 3 78 100 4157 23 0 2 Li-ion
5 1593577058603 test01 3 77 100 4157 23 0 2 Li-ion
6 1593581260603 test01 4 77 100 4157 23 0 2 Li-ion
7 1593588030416 test01 2 77 100 4170 23 0 2 Li-ion
8 1593588230435 test01 2 78 100 4094 23 0 2 Li-ion
9 1593588635630 test01 2 79 100 4157 23 0 2 Li-ion
10 1593588635876 test01 2 80 100 4157 23 0 2 Li-ion
11 1593597450123 test01 3 80 100 4170 23 0 2 Li-ion
12 1593597589435 test01 3 79 100 4094 23 0 2 Li-ion
13 1593597739321 test01 3 78 100 4157 23 0 2 Li-ion
14 1593597872456 test01 3 77 100 4157 23 0 2 Li-ion
15 1593605072416 test01 2 72 100 4170 23 0 2 Li-ion
16 1593605232435 test01 2 73 100 4094 23 0 2 Li-ion
17 1593605392679 test01 2 74 100 4157 23 0 2 Li-ion
18 1593605587876 test01 2 75 100 4157 23 0 2 Li-ion
19 1593609187603 test01 4 77 100 4157 23 0 2 Li-ion
20 1593613397416 test01 3 74 100 4170 23 0 2 Li-ion
21 1593613583435 test01 3 73 100 4094 23 0 2 Li-ion
22 1593613783679 test01 3 72 100 4157 23 0 2 Li-ion
23 1593614058876 test01 3 71 100 4157 23 0 2 Li-ion
24 1593618958416 test01 2 62 100 4170 23 0 2 Li-ion
25 1593619168435 test01 2 63 100 4094 23 0 2 Li-ion
26 1593619477679 test01 2 64 100 4157 23 0 2 Li-ion
27 1593619687876 test01 2 65 100 4157 23 0 2 Li-ion
28 1593625927416 test01 3 64 100 4170 23 0 2 Li-ion
29 1593626099435 test01 3 63 100 4094 23 0 2 Li-ion
30 1593626229679 test01 3 62 100 4157 23 0 2 Li-ion
31 1593626419876 test01 3 61 100 4157 23 0 2 Li-ion
32 1593630629603 test01 4 77 100 4157 23 0 2 Li-ion
33 1593634407416 test01 2 60 100 4170 23 0 2 Li-ion
34 1593634677435 test01 2 61 100 4094 23 0 2 Li-ion
35 1593634887679 test01 2 62 100 4157 23 0 2 Li-ion
36 1593635087876 test01 2 63 100 4157 23 0 2 Li-ion
37 1593640563123 test01 3 60 100 4170 23 0 2 Li-ion
38 1593640781435 test01 3 59 100 4094 23 0 2 Li-ion
39 1593641054321 test01 3 58 100 4157 23 0 2 Li-ion
40 1593641244456 test01 3 57 100 4157 23 0 2 Li-ion
41 1593648183416 test01 2 72 100 4170 23 0 2 Li-ion
42 1593648312435 test01 2 73 100 4094 23 0 2 Li-ion
43 1593648444679 test01 2 74 100 4157 23 0 2 Li-ion
44 1593648634876 test01 2 75 100 4157 23 0 2 Li-ion
45 1593651044603 test01 4 77 100 4157 23 0 2 Li-ion
46 1593653404416 test01 3 74 100 4170 23 0 2 Li-ion
47 1593653534435 test01 3 73 100 4094 23 0 2 Li-ion
48 1593653723679 test01 3 72 100 4157 23 0 2 Li-ion
49 1593653867876 test01 3 71 100 4157 23 0 2 Li-ion
50 1593576490416 test02 4 80 100 4170 23 0 2 Li-ion
51 1593576683435 test02 4 79 100 4094 23 0 2 Li-ion
52 1593576930630 test02 4 78 100 4157 23 0 2 Li-ion
53 1593577058603 test02 4 77 100 4157 23 0 2 Li-ion
54 1593588030416 test02 2 77 100 4170 23 0 2 Li-ion
55 1593588230435 test02 2 78 100 4094 23 0 2 Li-ion
56 1593588635630 test02 2 79 100 4157 23 0 2 Li-ion
57 1593588635876 test02 2 80 100 4157 23 0 2 Li-ion
58 1593597450123 test02 4 80 100 4170 23 0 2 Li-ion
59 1593597589435 test02 4 79 100 4094 23 0 2 Li-ion
60 1593597739321 test02 4 78 100 4157 23 0 2 Li-ion
61 1593597872456 test02 4 77 100 4157 23 0 2 Li-ion
62 1593605072416 test02 2 72 100 4170 23 0 2 Li-ion
63 1593605232435 test02 2 73 100 4094 23 0 2 Li-ion
64 1593605392679 test02 2 74 100 4157 23 0 2 Li-ion
65 1593605587876 test02 2 75 100 4157 23 0 2 Li-ion
66 1593613397416 test02 4 74 100 4170 23 0 2 Li-ion
67 1593613583435 test02 4 73 100 4094 23 0 2 Li-ion
68 1593613783679 test02 4 72 100 4157 23 0 2 Li-ion
69 1593614058876 test02 4 71 100 4157 23 0 2 Li-ion
70 1593618958416 test02 2 62 100 4170 23 0 2 Li-ion
71 1593619168435 test02 2 63 100 4094 23 0 2 Li-ion
72 1593619477679 test02 2 64 100 4157 23 0 2 Li-ion
73 1593619687876 test02 2 65 100 4157 23 0 2 Li-ion
74 1593625927416 test02 4 64 100 4170 23 0 2 Li-ion
75 1593626099435 test02 4 63 100 4094 23 0 2 Li-ion
76 1593626229679 test02 4 62 100 4157 23 0 2 Li-ion
77 1593626419876 test02 4 61 100 4157 23 0 2 Li-ion
78 1593634407416 test02 2 60 100 4170 23 0 2 Li-ion
79 1593634677435 test02 2 61 100 4094 23 0 2 Li-ion
80 1593634887679 test02 2 62 100 4157 23 0 2 Li-ion
81 1593635087876 test02 2 63 100 4157 23 0 2 Li-ion
82 1593640563123 test02 4 60 100 4170 23 0 2 Li-ion
83 1593640781435 test02 4 59 100 4094 23 0 2 Li-ion
84 1593641054321 test02 4 58 100 4157 23 0 2 Li-ion
85 1593641244456 test02 4 57 100 4157 23 0 2 Li-ion
86 1593648183416 test02 2 72 100 4170 23 0 2 Li-ion
87 1593648312435 test02 2 73 100 4094 23 0 2 Li-ion
88 1593648444679 test02 2 74 100 4157 23 0 2 Li-ion
89 1593648634876 test02 2 75 100 4157 23 0 2 Li-ion
90 1593653404416 test02 4 74 100 4170 23 0 2 Li-ion
91 1593653534435 test02 4 73 100 4094 23 0 2 Li-ion
92 1593653723679 test02 4 72 100 4157 23 0 2 Li-ion
93 1593653867876 test02 4 71 100 4157 23 0 2 Li-ion
94 1593576490416 test05 3 80 100 4170 23 0 2 Li-ion
95 1593576683435 test05 3 79 100 4094 23 0 2 Li-ion
96 1593576930630 test05 3 78 100 4157 23 0 2 Li-ion
97 1593577058603 test05 3 77 100 4157 23 0 2 Li-ion
98 1593581260603 test05 4 77 100 4157 23 0 2 Li-ion
99 1593588030416 test05 2 77 100 4170 23 0 2 Li-ion
100 1593588230435 test05 2 78 100 4094 23 0 2 Li-ion
101 1593588635630 test05 2 79 100 4157 23 0 2 Li-ion
102 1593588635876 test05 2 80 100 4157 23 0 2 Li-ion
103 1593597450123 test05 3 80 100 4170 23 0 2 Li-ion
104 1593597589435 test05 3 79 100 4094 23 0 2 Li-ion
105 1593597739321 test05 3 78 100 4157 23 0 2 Li-ion
106 1593597872456 test05 3 77 100 4157 23 0 2 Li-ion
107 1593605072416 test05 2 72 100 4170 23 0 2 Li-ion
108 1593605232435 test05 2 73 100 4094 23 0 2 Li-ion
109 1593605392679 test05 2 74 100 4157 23 0 2 Li-ion
110 1593605587876 test05 2 75 100 4157 23 0 2 Li-ion
111 1593609187603 test05 4 75 100 4157 23 0 2 Li-ion
112 1593613397416 test05 3 74 100 4170 23 0 2 Li-ion
113 1593613583435 test05 3 73 100 4094 23 0 2 Li-ion
114 1593613783679 test05 3 72 100 4157 23 0 2 Li-ion
115 1593614058876 test05 3 71 100 4157 23 0 2 Li-ion
116 1593618958416 test05 2 62 100 4170 23 0 2 Li-ion
117 1593619168435 test05 2 63 100 4094 23 0 2 Li-ion
118 1593619477679 test05 2 64 100 4157 23 0 2 Li-ion
119 1593619687876 test05 2 65 100 4157 23 0 2 Li-ion
120 1593625927416 test05 3 64 100 4170 23 0 2 Li-ion
121 1593626099435 test05 3 63 100 4094 23 0 2 Li-ion
122 1593626229679 test05 3 62 100 4157 23 0 2 Li-ion
123 1593626419876 test05 3 61 100 4157 23 0 2 Li-ion
124 1593630629603 test05 4 77 100 4157 23 0 2 Li-ion
125 1593634407416 test05 2 60 100 4170 23 0 2 Li-ion
126 1593634677435 test05 2 61 100 4094 23 0 2 Li-ion
127 1593634887679 test05 2 62 100 4157 23 0 2 Li-ion
128 1593635087876 test05 2 63 100 4157 23 0 2 Li-ion
129 1593640563123 test05 3 60 100 4170 23 0 2 Li-ion
130 1593640781435 test05 3 59 100 4094 23 0 2 Li-ion
131 1593641054321 test05 3 58 100 4157 23 0 2 Li-ion
132 1593641244456 test05 3 57 100 4157 23 0 2 Li-ion
133 1593648183416 test05 2 72 100 4170 23 0 2 Li-ion
134 1593648312435 test05 2 73 100 4094 23 0 2 Li-ion
135 1593648444679 test05 2 74 100 4157 23 0 2 Li-ion
136 1593648634876 test05 2 75 100 4157 23 0 2 Li-ion
137 1593651044603 test05 4 75 100 4157 23 0 2 Li-ion
138 1593653404416 test05 3 74 100 4170 23 0 2 Li-ion
139 1593653534435 test05 3 73 100 4094 23 0 2 Li-ion
140 1593653723679 test05 3 72 100 4157 23 0 2 Li-ion
141 1593653867876 test05 3 71 100 4157 23 0 2 Li-ion
142 1593576490416.0 test06 4.0 80.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
143 1593576683435.0 test06 4.0 79.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
144 1593576930630.0 test06 4.0 78.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
145 1593577058603.0 test06 4.0 77.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
146 test06
147 1593588030416.0 test06 2.0 77.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
148 1593588230435.0 test06 2.0 78.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
149 1593588635630.0 test06 2.0 79.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
150 1593588635876.0 test06 2.0 80.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
151 test06
152 1593597450123.0 test06 3.0 80.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
153 1593597589435.0 test06 3.0 79.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
154 test06
155 1593597739321.0 test06 3.0 78.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
156 1593597872456.0 test06 3.0 77.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
157 test06
158 1593605072416.0 test06 2.0 72.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
159 1593605232435.0 test06 2.0 73.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
160 1593605392679.0 test06 2.0 74.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
161 1593605587876.0 test06 2.0 75.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
162 test06
163 1593613397416.0 test06 4.0 74.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
164 1593613583435.0 test06 4.0 73.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
165 1593613783679.0 test06 4.0 72.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
166 1593614058876.0 test06 4.0 71.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
167 test06
168 1593618958416.0 test06 2.0 62.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
169 1593619168435.0 test06 2.0 63.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
170 test06
171 1593619477679.0 test06 2.0 64.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
172 1593619687876.0 test06 2.0 65.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
173 test06
174 1593625927416.0 test06 4.0 64.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
175 1593626099435.0 test06 4.0 63.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
176 1593626229679.0 test06 4.0 62.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
177 1593626419876.0 test06 4.0 61.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
178 test06
179 1593634407416.0 test06 2.0 60.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
180 1593634677435.0 test06 2.0 61.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
181 1593634887679.0 test06 2.0 62.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
182 1593635087876.0 test06 2.0 63.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
183 test06
184 1593640563123.0 test06 4.0 60.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
185 1593640781435.0 test06 4.0 59.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
186 test06
187 1593641054321.0 test06 4.0 58.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
188 1593641244456.0 test06 4.0 57.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
189 test06
190 1593648183416.0 test06 2.0 72.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
191 1593648312435.0 test06 2.0 73.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
192 1593648444679.0 test06 2.0 74.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
193 1593648634876.0 test06 2.0 75.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
194 test06
195 1593653404416.0 test06 4.0 74.0 100.0 4170.0 23.0 0.0 2.0 Li-ion
196 1593653534435.0 test06 4.0 73.0 100.0 4094.0 23.0 0.0 2.0 Li-ion
197 1593653723679.0 test06 4.0 72.0 100.0 4157.0 23.0 0.0 2.0 Li-ion
198 1593653867876.0 test06 4.0 71.0 100.0 4157.0 23.0 0.0 2.0 Li-ion

57
tests/data/external/aware_csv/phone_bluetooth_raw.csv vendored 100644
View File

@ -0,0 +1,57 @@
"timestamp","device_id","bt_address","bt_name","bt_rssi","label"
1593684000123,"test01","A6:93:AF:8C:36","Phone",-92,1593684000123
1593705599321,"test01","A6:93:AF:8C:36","Phone",-79,1593684000123
1593687638456,"test01","7E:D1:4E:80:2B","",-96,1593684000123
1593705600654,"test01","7E:D1:4E:80:2B","",-92,1593705600654
1593727199546,"test01","4B:2C:AA:88:1B","Smart TV",-95,1593705600654
1593727200564,"test01","F5:F6:EC:8D:6C","Laptop",-88,1593727200564
1593748799465,"test01","A6:93:AF:8C:36","Phone",-91,1593727200564
1593738619645,"test01","10:6F:61:E4:A9","Speakers",-90,1593727200564
1593747525789,"test01","7E:D1:4E:80:2B","",-84,1593727200564
1593733518987,"test01","A6:93:AF:8C:36","Phone",-78,1593727200564
1593662400798,"test01","7E:D1:4E:80:2B","",-76,1593662400798
1593683999978,"test01","F5:F6:EC:8D:6C","Laptop",-97,1593662400798
1593675299879,"test01","10:6F:61:E4:A9","Speakers",-93,1593662400798
1593665344132,"test01","4B:2C:AA:88:1B","Smart TV",-94,1593662400798
1593684000123,"test02","qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe","Phone",-99,1593684000123
1593705599132,"test02","ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S","Laptop",-87,1593684000123
1593687638321,"test02","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-89,1593684000123
1593705600312,"test02","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-96,1593705600312
1593727199456,"test02","ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S","Laptop",-82,1593705600312
1593727200465,"test02","skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5","",-79,1593727200465
1593748799546,"test02","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-88,1593662400789
1593738619564,"test02","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-97,1593662400789
1593747525654,"test02","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-82,1593662400789
1593733518645,"test02","ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S","Laptop",-98,1593662400789
1593662400789,"test02","skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5","",-84,1593662400789
1593683999798,"test02","skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5","",-99,1593662400789
1593675299879,"test02","An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e","Speakers",-81,1593662400789
1593665344987,"test02","An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e","Speakers",-96,1593662400789
1593684000123,"test05","A6:93:AF:8C:36","Phone",-92,1593684000123
1593705599321,"test05","A6:93:AF:8C:36","Phone",-79,1593684000123
1593687638456,"test05","7E:D1:4E:80:2B","",-96,1593684000123
1593705600654,"test05","7E:D1:4E:80:2B","",-92,1593705600654
1593727199546,"test05","4B:2C:AA:88:1B","Smart TV",-95,1593705600654
1593727200564,"test05","F5:F6:EC:8D:6C","Laptop",-88,1593727200564
1593748799465,"test05","A6:93:AF:8C:36","Phone",-91,1593727200564
1593738619645,"test05","10:6F:61:E4:A9","Speakers",-90,1593727200564
1593747525789,"test05","7E:D1:4E:80:2B","",-84,1593727200564
1593733518987,"test05","A6:93:AF:8C:36","Phone",-78,1593727200564
1593662400798,"test05","7E:D1:4E:80:2B","",-76,1593662400798
1593683999978,"test05","F5:F6:EC:8D:6C","Laptop",-97,1593662400798
1593675299879,"test05","10:6F:61:E4:A9","Speakers",-93,1593662400798
1593665344132,"test05","4B:2C:AA:88:1B","Smart TV",-94,1593662400798
1593684000123,"test06","qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe","Phone",-99,1593684000123
1593705599132,"test06","ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S","Laptop",-87,1593684000123
1593687638321,"test06","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-89,1593684000123
1593705600312,"test06","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-96,1593705600312
1593727199456,"test06","ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S","Laptop",-82,1593705600312
1593727200465,"test06","skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5","",-79,1593727200465
1593748799546,"test06","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-88,1593662400789
1593738619564,"test06","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-97,1593662400789
1593747525654,"test06","R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V","Smart TV",-82,1593662400789
1593733518645,"test06","ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S","Laptop",-98,1593662400789
1593662400789,"test06","skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5","",-84,1593662400789
1593683999798,"test06","skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5","",-99,1593662400789
1593675299879,"test06","An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e","Speakers",-81,1593662400789
1593665344987,"test06","An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e","Speakers",-96,1593662400789
1 timestamp device_id bt_address bt_name bt_rssi label
2 1593684000123 test01 A6:93:AF:8C:36 Phone -92 1593684000123
3 1593705599321 test01 A6:93:AF:8C:36 Phone -79 1593684000123
4 1593687638456 test01 7E:D1:4E:80:2B -96 1593684000123
5 1593705600654 test01 7E:D1:4E:80:2B -92 1593705600654
6 1593727199546 test01 4B:2C:AA:88:1B Smart TV -95 1593705600654
7 1593727200564 test01 F5:F6:EC:8D:6C Laptop -88 1593727200564
8 1593748799465 test01 A6:93:AF:8C:36 Phone -91 1593727200564
9 1593738619645 test01 10:6F:61:E4:A9 Speakers -90 1593727200564
10 1593747525789 test01 7E:D1:4E:80:2B -84 1593727200564
11 1593733518987 test01 A6:93:AF:8C:36 Phone -78 1593727200564
12 1593662400798 test01 7E:D1:4E:80:2B -76 1593662400798
13 1593683999978 test01 F5:F6:EC:8D:6C Laptop -97 1593662400798
14 1593675299879 test01 10:6F:61:E4:A9 Speakers -93 1593662400798
15 1593665344132 test01 4B:2C:AA:88:1B Smart TV -94 1593662400798
16 1593684000123 test02 qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe Phone -99 1593684000123
17 1593705599132 test02 ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -87 1593684000123
18 1593687638321 test02 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -89 1593684000123
19 1593705600312 test02 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -96 1593705600312
20 1593727199456 test02 ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -82 1593705600312
21 1593727200465 test02 skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -79 1593727200465
22 1593748799546 test02 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -88 1593662400789
23 1593738619564 test02 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -97 1593662400789
24 1593747525654 test02 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -82 1593662400789
25 1593733518645 test02 ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -98 1593662400789
26 1593662400789 test02 skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -84 1593662400789
27 1593683999798 test02 skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -99 1593662400789
28 1593675299879 test02 An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -81 1593662400789
29 1593665344987 test02 An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -96 1593662400789
30 1593684000123 test05 A6:93:AF:8C:36 Phone -92 1593684000123
31 1593705599321 test05 A6:93:AF:8C:36 Phone -79 1593684000123
32 1593687638456 test05 7E:D1:4E:80:2B -96 1593684000123
33 1593705600654 test05 7E:D1:4E:80:2B -92 1593705600654
34 1593727199546 test05 4B:2C:AA:88:1B Smart TV -95 1593705600654
35 1593727200564 test05 F5:F6:EC:8D:6C Laptop -88 1593727200564
36 1593748799465 test05 A6:93:AF:8C:36 Phone -91 1593727200564
37 1593738619645 test05 10:6F:61:E4:A9 Speakers -90 1593727200564
38 1593747525789 test05 7E:D1:4E:80:2B -84 1593727200564
39 1593733518987 test05 A6:93:AF:8C:36 Phone -78 1593727200564
40 1593662400798 test05 7E:D1:4E:80:2B -76 1593662400798
41 1593683999978 test05 F5:F6:EC:8D:6C Laptop -97 1593662400798
42 1593675299879 test05 10:6F:61:E4:A9 Speakers -93 1593662400798
43 1593665344132 test05 4B:2C:AA:88:1B Smart TV -94 1593662400798
44 1593684000123 test06 qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe Phone -99 1593684000123
45 1593705599132 test06 ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -87 1593684000123
46 1593687638321 test06 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -89 1593684000123
47 1593705600312 test06 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -96 1593705600312
48 1593727199456 test06 ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -82 1593705600312
49 1593727200465 test06 skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -79 1593727200465
50 1593748799546 test06 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -88 1593662400789
51 1593738619564 test06 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -97 1593662400789
52 1593747525654 test06 R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -82 1593662400789
53 1593733518645 test06 ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -98 1593662400789
54 1593662400789 test06 skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -84 1593662400789
55 1593683999798 test06 skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -99 1593662400789
56 1593675299879 test06 An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -81 1593662400789
57 1593665344987 test06 An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -96 1593662400789

273
tests/data/external/aware_csv/phone_calls_raw.csv vendored 100644
View File

@ -0,0 +1,273 @@
"timestamp","device_id","call_type","call_duration","trace"
1591020025000,"test01",1,1299,"OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5"
1591019365000,"test01",3,0,"OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5"
1591009125000,"test01",2,1116,"ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP"
1591014777000,"test01",2,1060,"cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S"
1591025270000,"test01",2,759,"1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF"
1591015194000,"test01",1,667,"JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4"
1591039261000,"test01",1,213,"ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP"
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32834
tests/data/external/aware_csv/phone_conversation_raw.csv vendored 100644
View File

File diff suppressed because it is too large Load Diff

25
tests/data/external/aware_csv/phone_light_raw.csv vendored 100644
View File

@ -0,0 +1,25 @@
"timestamp","device_id","double_light_lux","accuracy","label"
1593856800461,"test01",472.52,3,""
1593863999053,"test01",37252.0,3,""
1593871199794,"test01",90298.0,3,""
1593878399891,"test01",114615.0,3,""
1593878400002,"test01",97656.0,3,""
1593885599119,"test01",90625.0,3,""
1593892799453,"test01",24414.0,3,""
1593899999082,"test01",10351.0,3,""
1593900000724,"test01",15258.0,3,""
1593907199287,"test01",1469.0,3,""
1593921599301,"test01",84.156,3,""
1593849599654,"test01",0.065,3,""
1601251199000,"test05",472.52,3,""
1601164800000,"test05",37252.0,3,""
1601164800000,"test05",90298.0,3,""
1601164860000,"test05",114615.0,3,""
1601166599000,"test05",97656.0,3,""
1601166600000,"test05",90625.0,3,""
1601166601000,"test05",24414.0,3,""
1601179199000,"test05",10351.0,3,""
1601179200000,"test05",15258.0,3,""
1601179201000,"test05",1469.0,3,""
1601182801000,"test05",0.0,3,""
1601182811000,"test05",0.0,3,""
1 timestamp device_id double_light_lux accuracy label
2 1593856800461 test01 472.52 3
3 1593863999053 test01 37252.0 3
4 1593871199794 test01 90298.0 3
5 1593878399891 test01 114615.0 3
6 1593878400002 test01 97656.0 3
7 1593885599119 test01 90625.0 3
8 1593892799453 test01 24414.0 3
9 1593899999082 test01 10351.0 3
10 1593900000724 test01 15258.0 3
11 1593907199287 test01 1469.0 3
12 1593921599301 test01 84.156 3
13 1593849599654 test01 0.065 3
14 1601251199000 test05 472.52 3
15 1601164800000 test05 37252.0 3
16 1601164800000 test05 90298.0 3
17 1601164860000 test05 114615.0 3
18 1601166599000 test05 97656.0 3
19 1601166600000 test05 90625.0 3
20 1601166601000 test05 24414.0 3
21 1601179199000 test05 10351.0 3
22 1601179200000 test05 15258.0 3
23 1601179201000 test05 1469.0 3
24 1601182801000 test05 0.0 3
25 1601182811000 test05 0.0 3

83
tests/data/external/aware_csv/phone_messages_raw.csv vendored 100644
View File

@ -0,0 +1,83 @@
"timestamp","device_id","message_type","trace"
1590678031000,"test01",1,"t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ"
1590662705000,"test01",1,"FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr"
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1602563400000,"test05",2,"FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr"
1 timestamp device_id message_type trace
2 1590678031000 test01 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
3 1590662705000 test01 1 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
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5 1590677650000 test01 2 vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
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7 1590695355000 test01 1 5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
8 1590681732000 test01 2 5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
9 1590697175000 test01 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
10 1590696483000 test01 2 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
11 1590688241000 test01 1 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
12 1590708828000 test01 1 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
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14 1590721378000 test01 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
15 1590712798000 test01 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
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23 1590749105000 test01 1 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
24 1590748918000 test01 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
25 1590764050000 test01 2 vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
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33 1590662705000 test02 1 VOsbLU1WrFoQBWR2r8GS4WmuEKIvcEkJbxskbYg6
34 1590662518000 test02 1 RGrSFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2
35 1590677650000 test02 2 UwWLfNFAHWaXRsvfnqxPLJGjCrsPSKkST0iqRia6
36 1590661734000 test02 2 C2RGrSFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyo
37 1590695355000 test02 1 DhJOo5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmP
38 1590681732000 test02 2 5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
39 1590697175000 test02 2 GcxyoC2RGrSFkNCC6I3SlHwtvvetmzh3hYpAmXwH
40 1590696483000 test02 2 M8o0iY89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42X
41 1590688241000 test02 1 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
42 1590708828000 test02 1 Zuo0OmWk15QDFjeGCKI5CVxw2bkjsacmjsjwsHwe
43 1590722462000 test02 2 KI5CVxw2bkjsacmjsjwsHweZuo0OmWk15QDFjeGC
44 1590721378000 test02 1 HGcxyoC2RGrSFkNCC6I3SlHwtvvetmzh3hYpAmXw
45 1590712798000 test02 1 XwHGcxyoC2RGrSFkNCC6I3SlHwtvvetmzh3hYpAm
46 1590711492000 test02 2 VeBJ1afdbUBXuZ7dByKnedFVPAjfv1ZLVs6vqxsq
47 1590657155000 test02 1 AmXwHGcxyoC2RGrSFkNCC6I3SlHwtvvetmzh3hYp
48 1590643557000 test02 1 YpAmXwHGcxyoC2RGrSFkNCC6I3SlHwtvvetmzh3h
49 1590651560000 test02 2 Hwtvvetmzh3hYpAmXwHGcxyoC2RGrSFkNCC6I3Sl
50 1590649392000 test02 1 I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGrSFkNCC6
51 1590638774000 test02 1 SlHwtvvetmzh3hYpAmXwHGcxyoC2RGrSFkNCC6I3
52 1590764431000 test02 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
53 1590749105000 test02 1 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
54 1590748918000 test02 1 C6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGrSFkNC
55 1590764050000 test02 2 vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
56 1590748134000 test02 2 CC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGrSFkN
57 1590795228000 test02 1 HweZuo0OmWk15QDFjeGCKI5CVxw2bkjsacmjsjws
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60 1590799198000 test02 1 FkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGrS
61 1590797892000 test02 2 FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned
62 1602475200000 test05 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
63 1602475999000 test05 1 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
64 1602475999000 test05 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
65 1602476999000 test05 2 vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
66 1602477000000 test05 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
67 1602478000000 test05 1 5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
68 1602478000000 test05 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
69 1602480500000 test05 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
70 1602478799000 test05 2 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
71 1602478800000 test05 1 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
72 1602478799000 test05 1 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
73 1602478800000 test05 2 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
74 1602558000000 test05 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
75 1602558000000 test05 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
76 1602558799000 test05 2 FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned
77 1602558799000 test05 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
78 1602559799000 test05 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
79 1602559800000 test05 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
80 1602560800000 test05 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
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82 1602561600000 test05 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
83 1602563400000 test05 2 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr

43
tests/data/external/aware_csv/phone_screen_raw.csv vendored 100644
View File

@ -0,0 +1,43 @@
"timestamp","device_id","screen_status"
1590994230386,"test01",1
1590994230688,"test01",3
1590994590149,"test01",0
1590994590775,"test01",2
1591005411491,"test01",1
1591005411795,"test01",3
1591005831205,"test01",0
1591005831699,"test01",2
1591020022531,"test01",1
1591020024938,"test01",3
1591021324531,"test01",0
1591021324957,"test01",2
1591027053231,"test01",1
1591027053831,"test01",3
1591027953554,"test01",0
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1591037462155,"test01",1
1591037462512,"test01",3
1591038002491,"test01",0
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1591048286712,"test01",1
1591048287050,"test01",3
1591049306055,"test01",0
1591049306405,"test01",2
1591058578480,"test01",1
1591058578811,"test01",3
1591059718035,"test01",0
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1591048287050,"test02",3
1591049306405,"test02",2
1591058578811,"test02",3
1591059718492,"test02",2
1 timestamp device_id screen_status
2 1590994230386 test01 1
3 1590994230688 test01 3
4 1590994590149 test01 0
5 1590994590775 test01 2
6 1591005411491 test01 1
7 1591005411795 test01 3
8 1591005831205 test01 0
9 1591005831699 test01 2
10 1591020022531 test01 1
11 1591020024938 test01 3
12 1591021324531 test01 0
13 1591021324957 test01 2
14 1591027053231 test01 1
15 1591027053831 test01 3
16 1591027953554 test01 0
17 1591027953954 test01 2
18 1591037462155 test01 1
19 1591037462512 test01 3
20 1591038002491 test01 0
21 1591038002938 test01 2
22 1591048286712 test01 1
23 1591048287050 test01 3
24 1591049306055 test01 0
25 1591049306405 test01 2
26 1591058578480 test01 1
27 1591058578811 test01 3
28 1591059718035 test01 0
29 1591059718492 test01 2
30 1590994230688 test02 3
31 1590994590775 test02 2
32 1591005411795 test02 3
33 1591005831699 test02 2
34 1591020024938 test02 3
35 1591021324531 test02 2
36 1591027053831 test02 3
37 1591027953954 test02 2
38 1591037462512 test02 3
39 1591038002938 test02 2
40 1591048287050 test02 3
41 1591049306405 test02 2
42 1591058578811 test02 3
43 1591059718492 test02 2

91
tests/data/external/aware_csv/phone_wifi_connected_raw.csv vendored 100644
View File

@ -0,0 +1,91 @@
"timestamp","device_id","mac_address","ssid","bssid"
1593771645547,"test01","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1593791393289,"test01","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1593779101251,"test01","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1593813989898,"test01","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1593799538019,"test01","af:13:50:8b:5f:ab","Fios-H4S9a","48:6B:8C:51:08:F2"
1593797221589,"test01","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1593820668588,"test01","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1593831618372,"test01","af:13:50:8b:5f:ab","Fios-H4S9a","48:6B:8C:51:08:F2"
1593821661830,"test01","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1593768441273,"test01","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1593764562099,"test01","af:13:50:8b:5f:ab","Galactica","E6:4C:9A:3F:D0:1B"
1593765323772,"test01","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1593770400547,"test02","af:13:50:8b:5f:ab","xfinity","E6:06:DA:AF:F9:91"
1593791999289,"test02","af:13:50:8b:5f:ab","xfinity","E6:06:DA:AF:F9:91"
1593774038251,"test02","af:13:50:8b:5f:ab","CMU-SECURE","D0:B8:2F:EB:0E:F8"
1593792000898,"test02","af:13:50:8b:5f:ab","","3D:12:EC:DE:96:E1"
1593813599019,"test02","af:13:50:8b:5f:ab","eduroam","24:2B:A2:55:8A:E0"
1593813600589,"test02","af:13:50:8b:5f:ab","xfinity","E6:06:DA:AF:F9:91"
1593835199588,"test02","af:13:50:8b:5f:ab","CMU-SECURE","D0:B8:2F:EB:0E:F8"
1593825019372,"test02","af:13:50:8b:5f:ab","eduroam","24:2B:A2:55:8A:E0"
1593833925830,"test02","af:13:50:8b:5f:ab","","3D:12:EC:DE:96:E1"
1593819918273,"test02","af:13:50:8b:5f:ab","","3D:12:EC:DE:96:E1"
1593748800099,"test02","af:13:50:8b:5f:ab","WIRELESS-PITTNET","86:90:7B:8A:3E:43"
1593770399772,"test02","af:13:50:8b:5f:ab","","3D:12:EC:DE:96:E1"
1593761699709,"test02","af:13:50:8b:5f:ab","eduroam","24:2B:A2:55:8A:E0"
1593751744305,"test02","af:13:50:8b:5f:ab","CMU-SECURE","D0:B8:2F:EB:0E:F8"
1602475200000,"test05","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602475999000,"test05","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602476999000,"test05","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1602477000000,"test05","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602478000000,"test05","af:13:50:8b:5f:ab","Fios-H4S9a","48:6B:8C:51:08:F2"
1602480500000,"test05","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602478799000,"test05","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1602478800000,"test05","af:13:50:8b:5f:ab","Fios-H4S9a","48:6B:8C:51:08:F2"
1602558000000,"test05","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602558799000,"test05","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602559799000,"test05","af:13:50:8b:5f:ab","Galactica","E6:4C:9A:3F:D0:1B"
1602559800000,"test05","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602560800000,"test05","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602563400000,"test05","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1602561599000,"test05","af:13:50:8b:5f:ab","Galactica","E6:4C:9A:3F:D0:1B"
1602561600000,"test05","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602475200000,"test05","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602475999000,"test05","af:13:50:8b:5f:ab","WIRELESS-PITTNET","86:90:7b:8a:3e:43"
1602476999000,"test05","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602477000000,"test05","af:13:50:8b:5f:ab","CMU-SECURE","d0:b8:2f:eb:0e:f8"
1602478000000,"test05","af:13:50:8b:5f:ab","","3d:12:ec:de:96:e1"
1602480500000,"test05","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602478799000,"test05","af:13:50:8b:5f:ab","WIRELESS-PITTNET","86:90:7b:8a:3e:43"
1602478800000,"test05","af:13:50:8b:5f:ab","","3d:12:ec:de:96:e1"
1602558000000,"test05","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602558799000,"test05","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602559799000,"test05","af:13:50:8b:5f:ab","WIRELESS-PITTNET","86:90:7b:8a:3e:43"
1602559800000,"test05","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602560800000,"test05","af:13:50:8b:5f:ab","eduroam","24:2b:a2:55:8a:e0"
1602563400000,"test05","af:13:50:8b:5f:ab","CMU-SECURE","d0:b8:2f:eb:0e:f8"
1602561599000,"test05","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602561600000,"test05","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602475200000,"test06","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602475999000,"test06","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602476999000,"test06","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1602477000000,"test06","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602478000000,"test06","af:13:50:8b:5f:ab","Fios-H4S9a","48:6B:8C:51:08:F2"
1602480500000,"test06","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602478799000,"test06","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1602478800000,"test06","af:13:50:8b:5f:ab","Fios-H4S9a","48:6B:8C:51:08:F2"
1602558000000,"test06","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602558799000,"test06","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602559799000,"test06","af:13:50:8b:5f:ab","Galactica","E6:4C:9A:3F:D0:1B"
1602559800000,"test06","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602560800000,"test06","af:13:50:8b:5f:ab","NETGEAR07","EF:E7:56:4A:F4:1D"
1602563400000,"test06","af:13:50:8b:5f:ab","Stewart Family","0D:FB:75:AA:43:0A"
1602561599000,"test06","af:13:50:8b:5f:ab","Galactica","E6:4C:9A:3F:D0:1B"
1602561600000,"test06","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1602475200000,"test06","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602475999000,"test06","af:13:50:8b:5f:ab","WIRELESS-PITTNET","86:90:7b:8a:3e:43"
1602476999000,"test06","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602477000000,"test06","af:13:50:8b:5f:ab","CMU-SECURE","d0:b8:2f:eb:0e:f8"
1602478000000,"test06","af:13:50:8b:5f:ab","","3d:12:ec:de:96:e1"
1602480500000,"test06","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602478799000,"test06","af:13:50:8b:5f:ab","WIRELESS-PITTNET","86:90:7b:8a:3e:43"
1602478800000,"test06","af:13:50:8b:5f:ab","","3d:12:ec:de:96:e1"
1602558000000,"test06","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602558799000,"test06","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602559799000,"test06","af:13:50:8b:5f:ab","WIRELESS-PITTNET","86:90:7b:8a:3e:43"
1602559800000,"test06","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602560800000,"test06","af:13:50:8b:5f:ab","eduroam","24:2b:a2:55:8a:e0"
1602563400000,"test06","af:13:50:8b:5f:ab","CMU-SECURE","d0:b8:2f:eb:0e:f8"
1602561599000,"test06","af:13:50:8b:5f:ab","xfinity","e6:06:da:af:f9:91"
1602561600000,"test06","af:13:50:8b:5f:ab","HOME-1234","E0:A9:8A:1E:48:1B"
1 timestamp device_id mac_address ssid bssid
2 1593771645547 test01 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
3 1593791393289 test01 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
4 1593779101251 test01 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
5 1593813989898 test01 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
6 1593799538019 test01 af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
7 1593797221589 test01 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
8 1593820668588 test01 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
9 1593831618372 test01 af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
10 1593821661830 test01 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
11 1593768441273 test01 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
12 1593764562099 test01 af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
13 1593765323772 test01 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
14 1593770400547 test02 af:13:50:8b:5f:ab xfinity E6:06:DA:AF:F9:91
15 1593791999289 test02 af:13:50:8b:5f:ab xfinity E6:06:DA:AF:F9:91
16 1593774038251 test02 af:13:50:8b:5f:ab CMU-SECURE D0:B8:2F:EB:0E:F8
17 1593792000898 test02 af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
18 1593813599019 test02 af:13:50:8b:5f:ab eduroam 24:2B:A2:55:8A:E0
19 1593813600589 test02 af:13:50:8b:5f:ab xfinity E6:06:DA:AF:F9:91
20 1593835199588 test02 af:13:50:8b:5f:ab CMU-SECURE D0:B8:2F:EB:0E:F8
21 1593825019372 test02 af:13:50:8b:5f:ab eduroam 24:2B:A2:55:8A:E0
22 1593833925830 test02 af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
23 1593819918273 test02 af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
24 1593748800099 test02 af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7B:8A:3E:43
25 1593770399772 test02 af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
26 1593761699709 test02 af:13:50:8b:5f:ab eduroam 24:2B:A2:55:8A:E0
27 1593751744305 test02 af:13:50:8b:5f:ab CMU-SECURE D0:B8:2F:EB:0E:F8
28 1602475200000 test05 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
29 1602475999000 test05 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
30 1602476999000 test05 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
31 1602477000000 test05 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
32 1602478000000 test05 af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
33 1602480500000 test05 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
34 1602478799000 test05 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
35 1602478800000 test05 af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
36 1602558000000 test05 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
37 1602558799000 test05 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
38 1602559799000 test05 af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
39 1602559800000 test05 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
40 1602560800000 test05 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
41 1602563400000 test05 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
42 1602561599000 test05 af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
43 1602561600000 test05 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
44 1602475200000 test05 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
45 1602475999000 test05 af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
46 1602476999000 test05 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
47 1602477000000 test05 af:13:50:8b:5f:ab CMU-SECURE d0:b8:2f:eb:0e:f8
48 1602478000000 test05 af:13:50:8b:5f:ab 3d:12:ec:de:96:e1
49 1602480500000 test05 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
50 1602478799000 test05 af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
51 1602478800000 test05 af:13:50:8b:5f:ab 3d:12:ec:de:96:e1
52 1602558000000 test05 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
53 1602558799000 test05 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
54 1602559799000 test05 af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
55 1602559800000 test05 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
56 1602560800000 test05 af:13:50:8b:5f:ab eduroam 24:2b:a2:55:8a:e0
57 1602563400000 test05 af:13:50:8b:5f:ab CMU-SECURE d0:b8:2f:eb:0e:f8
58 1602561599000 test05 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
59 1602561600000 test05 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
60 1602475200000 test06 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
61 1602475999000 test06 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
62 1602476999000 test06 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
63 1602477000000 test06 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
64 1602478000000 test06 af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
65 1602480500000 test06 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
66 1602478799000 test06 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
67 1602478800000 test06 af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
68 1602558000000 test06 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
69 1602558799000 test06 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
70 1602559799000 test06 af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
71 1602559800000 test06 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
72 1602560800000 test06 af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
73 1602563400000 test06 af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
74 1602561599000 test06 af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
75 1602561600000 test06 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
76 1602475200000 test06 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
77 1602475999000 test06 af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
78 1602476999000 test06 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
79 1602477000000 test06 af:13:50:8b:5f:ab CMU-SECURE d0:b8:2f:eb:0e:f8
80 1602478000000 test06 af:13:50:8b:5f:ab 3d:12:ec:de:96:e1
81 1602480500000 test06 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
82 1602478799000 test06 af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
83 1602478800000 test06 af:13:50:8b:5f:ab 3d:12:ec:de:96:e1
84 1602558000000 test06 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
85 1602558799000 test06 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
86 1602559799000 test06 af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
87 1602559800000 test06 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
88 1602560800000 test06 af:13:50:8b:5f:ab eduroam 24:2b:a2:55:8a:e0
89 1602563400000 test06 af:13:50:8b:5f:ab CMU-SECURE d0:b8:2f:eb:0e:f8
90 1602561599000 test06 af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
91 1602561600000 test06 af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B

47
tests/data/external/aware_csv/phone_wifi_visible_raw.csv vendored 100644
View File

@ -0,0 +1,47 @@
"timestamp","device_id","bssid","ssid","security","frequency","rssi","label"
1593770400826,"test01","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]",5180.0,-89.0,""
1593778094559,"test01","86:90:7b:8a:3e:43","WIRELESS-PITTNET","[WPA2-EAP-CCMP][ESS]",5805.0,-95.0,""
1593785574027,"test01","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]",5180.0,-93.0,""
1593791999936,"test01","d0:b8:2f:eb:0e:f8","CMU-SECURE","[WPA2-EAP-CCMP][ESS]",5765.0,-83.0,""
1593792000442,"test01","3d:12:ec:de:96:e1","","[WPA2-EAP-CCMP][ESS]",5765.0,-97.0,""
1593812070708,"test01","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]",5765.0,-98.0,""
1593817199253,"test01","86:90:7b:8a:3e:43","WIRELESS-PITTNET","[WPA2-EAP-CCMP][ESS]",5765.0,-79.0,""
1593813600578,"test01","3d:12:ec:de:96:e1","","[WPA2-EAP-CCMP][ESS]",5765.0,-80.0,""
1593835199363,"test01","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]",5180.0,-82.0,""
1593748800505,"test01","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]",5180.0,-92.0,""
1593761511861,"test01","86:90:7b:8a:3e:43","WIRELESS-PITTNET","[WPA2-EAP-CCMP][ESS]",5805.0,-84.0,""
1593760292500,"test01","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]",5765.0,-91.0,""
1593762343842,"test01","24:2b:a2:55:8a:e0","eduroam","[WPA2-EAP-CCMP][ESS]",5805.0,-100.0,""
1593770399830,"test01","d0:b8:2f:eb:0e:f8","CMU-SECURE","[WPA2-EAP-CCMP][ESS]",5765.0,-75.0,""
1602475200000,"test05","E0:A9:8A:1E:48:1B","HOME-1234","[WPA2-EAP-CCMP][ESS]",5805.0,-95.0,""
1602475999000,"test05","E0:A9:8A:1E:48:1B","HOME-1234","[WPA2-EAP-CCMP][ESS]",5180.0,-93.0,""
1602476999000,"test05","0D:FB:75:AA:43:0A","Stewart Family","[WPA2-EAP-CCMP][ESS]",5765.0,-83.0,""
1602477000000,"test05","EF:E7:56:4A:F4:1D","NETGEAR07","[WPA2-EAP-CCMP][ESS]",5765.0,-97.0,""
1602478000000,"test05","48:6B:8C:51:08:F2","Fios-H4S9a","[WPA2-EAP-CCMP][ESS]",5765.0,-98.0,""
1602480500000,"test05","E0:A9:8A:1E:48:1B","HOME-1234","[WPA2-EAP-CCMP][ESS]",5765.0,-79.0,""
1602478799000,"test05","0D:FB:75:AA:43:0A","Stewart Family","[WPA2-EAP-CCMP][ESS]",5765.0,-80.0,""
1602478800000,"test05","48:6B:8C:51:08:F2","Fios-H4S9a","[WPA2-EAP-CCMP][ESS]",5180.0,-82.0,""
1602558000000,"test05","EF:E7:56:4A:F4:1D","NETGEAR07","[WPA2-EAP-CCMP][ESS]",5180.0,-92.0,""
1602558799000,"test05","EF:E7:56:4A:F4:1D","NETGEAR07","[WPA2-EAP-CCMP][ESS]",5805.0,-84.0,""
1602559799000,"test05","E6:4C:9A:3F:D0:1B","Galactica","[WPA2-EAP-CCMP][ESS]",5765.0,-91.0,""
1602559800000,"test05","EF:E7:56:4A:F4:1D","NETGEAR07","[WPA2-EAP-CCMP][ESS]",5805.0,-100.0,""
1602560800000,"test05","EF:E7:56:4A:F4:1D","NETGEAR07","[WPA2-EAP-CCMP][ESS]",5765.0,-75.0,""
1602563400000,"test05","0D:FB:75:AA:43:0A","Stewart Family","[WPA2-EAP-CCMP][ESS]",5180.0,-93.0,""
1602561599000,"test05","E6:4C:9A:3F:D0:1B","Galactica","[WPA2-EAP-CCMP][ESS]",5765.0,-80.0,""
1602561600000,"test05","E0:A9:8A:1E:48:1B","HOME-1234","[WPA2-EAP-CCMP][ESS]","","",""
1602475200000,"test05","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]","","",""
1602475999000,"test05","86:90:7b:8a:3e:43","WIRELESS-PITTNET","[WPA2-EAP-CCMP][ESS]","","",""
1602476999000,"test05","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]","","",""
1602477000000,"test05","d0:b8:2f:eb:0e:f8","CMU-SECURE","[WPA2-EAP-CCMP][ESS]","","",""
1602478000000,"test05","3d:12:ec:de:96:e1","","[WPA2-EAP-CCMP][ESS]","","",""
1602480500000,"test05","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]","","",""
1602478799000,"test05","86:90:7b:8a:3e:43","WIRELESS-PITTNET","[WPA2-EAP-CCMP][ESS]","","",""
1602478800000,"test05","3d:12:ec:de:96:e1","","[WPA2-EAP-CCMP][ESS]","","",""
1602558000000,"test05","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]","","",""
1602558799000,"test05","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]","","",""
1602559799000,"test05","86:90:7b:8a:3e:43","WIRELESS-PITTNET","[WPA2-EAP-CCMP][ESS]","","",""
1602559800000,"test05","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]","","",""
1602560800000,"test05","24:2b:a2:55:8a:e0","eduroam","[WPA2-EAP-CCMP][ESS]","","",""
1602563400000,"test05","d0:b8:2f:eb:0e:f8","CMU-SECURE","[WPA2-EAP-CCMP][ESS]","","",""
1602561599000,"test05","e6:06:da:af:f9:91","xfinity","[WPA2-EAP-CCMP][ESS]","","",""
1602561600000,"test05","E0:A9:8A:1E:48:1B","HOME-1234","","","",""
1 timestamp device_id bssid ssid security frequency rssi label
2 1593770400826 test01 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180.0 -89.0
3 1593778094559 test01 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS] 5805.0 -95.0
4 1593785574027 test01 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180.0 -93.0
5 1593791999936 test01 d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS] 5765.0 -83.0
6 1593792000442 test01 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS] 5765.0 -97.0
7 1593812070708 test01 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5765.0 -98.0
8 1593817199253 test01 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS] 5765.0 -79.0
9 1593813600578 test01 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS] 5765.0 -80.0
10 1593835199363 test01 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180.0 -82.0
11 1593748800505 test01 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180.0 -92.0
12 1593761511861 test01 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS] 5805.0 -84.0
13 1593760292500 test01 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5765.0 -91.0
14 1593762343842 test01 24:2b:a2:55:8a:e0 eduroam [WPA2-EAP-CCMP][ESS] 5805.0 -100.0
15 1593770399830 test01 d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS] 5765.0 -75.0
16 1602475200000 test05 E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS] 5805.0 -95.0
17 1602475999000 test05 E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS] 5180.0 -93.0
18 1602476999000 test05 0D:FB:75:AA:43:0A Stewart Family [WPA2-EAP-CCMP][ESS] 5765.0 -83.0
19 1602477000000 test05 EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5765.0 -97.0
20 1602478000000 test05 48:6B:8C:51:08:F2 Fios-H4S9a [WPA2-EAP-CCMP][ESS] 5765.0 -98.0
21 1602480500000 test05 E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS] 5765.0 -79.0
22 1602478799000 test05 0D:FB:75:AA:43:0A Stewart Family [WPA2-EAP-CCMP][ESS] 5765.0 -80.0
23 1602478800000 test05 48:6B:8C:51:08:F2 Fios-H4S9a [WPA2-EAP-CCMP][ESS] 5180.0 -82.0
24 1602558000000 test05 EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5180.0 -92.0
25 1602558799000 test05 EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5805.0 -84.0
26 1602559799000 test05 E6:4C:9A:3F:D0:1B Galactica [WPA2-EAP-CCMP][ESS] 5765.0 -91.0
27 1602559800000 test05 EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5805.0 -100.0
28 1602560800000 test05 EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5765.0 -75.0
29 1602563400000 test05 0D:FB:75:AA:43:0A Stewart Family [WPA2-EAP-CCMP][ESS] 5180.0 -93.0
30 1602561599000 test05 E6:4C:9A:3F:D0:1B Galactica [WPA2-EAP-CCMP][ESS] 5765.0 -80.0
31 1602561600000 test05 E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS]
32 1602475200000 test05 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
33 1602475999000 test05 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS]
34 1602476999000 test05 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
35 1602477000000 test05 d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS]
36 1602478000000 test05 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS]
37 1602480500000 test05 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
38 1602478799000 test05 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS]
39 1602478800000 test05 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS]
40 1602558000000 test05 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
41 1602558799000 test05 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
42 1602559799000 test05 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS]
43 1602559800000 test05 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
44 1602560800000 test05 24:2b:a2:55:8a:e0 eduroam [WPA2-EAP-CCMP][ESS]
45 1602563400000 test05 d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS]
46 1602561599000 test05 e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
47 1602561600000 test05 E0:A9:8A:1E:48:1B HOME-1234

56
tests/data/external/aware_csv/plugin_google_activity_recognition_raw.csv vendored 100644
View File

@ -0,0 +1,56 @@
"timestamp","device_id","activity_name","activity_type","confidence","activities"
1594011513359,"test01","still",3,99,"[{\"activity\":\"still\",\"confidence\":99},{\"activity\":\"unknown\",\"confidence\":1}]"
1594009169663,"test01","still",3,88,"[{\"activity\":\"still\",\"confidence\":88},{\"activity\":\"walking\",\"confidence\":7},{\"activity\":\"in_vehicle\",\"confidence\":4}{\"activity\":\"unknown\",\"confidence\":1}]"
1594008233193,"test01","still",3,92,"[{\"activity\":\"still\",\"confidence\":92},{\"activity\":\"In_vehicle\",\"confidence\":7},{\"activity\":\"unknown\",\"confidence\":1}]"
1594014089214,"test01","unknown",4,92,"[{\"activity\":\"unknown\",\"confidence\":92},{\"activity\":\"walking\",\"confidence\":5},{\"activity\":\"still\",\"confidence\":2},{\"activity\":\"in_vehicle\",\"confidence\":1}]"
1594022514638,"test01","tilting",5,91,"[{\"activity\":\"tilting\",\"confidence\":91},{\"activity\":\"on_bicycle\",\"confidence\":8},{\"activity\":\"unknown\",\"confidence\":1}]"
1594019642710,"test01","tilting",5,91,"[{\"activity\":\"tilting\",\"confidence\":91},{\"activity\":\"on_bicycle\",\"confidence\":8},{\"activity\":\"unknown\",\"confidence\":1}]"
1594021195186,"test01","tilting",5,98,"[{\"activity\":\"tilting\",\"confidence\":98},{\"activity\":\"still\",\"confidence\":1},{\"activity\":\"walking\",\"confidence\":1}]"
1594023232802,"test01","tilting",5,86,"[{\"activity\":\"tilting\",\"confidence\":86},{\"activity\":\"walking\",\"confidence\":12},{\"activity\":\"still\",\"confidence\":2}]"
1594029036619,"test01","still",3,88,"[{\"activity\":\"still\",\"confidence\":88},{\"activity\":\"walking\",\"confidence\":7},{\"activity\":\"in_vehicle\",\"confidence\":4}{\"activity\":\"unknown\",\"confidence\":1}]"
1594026189418,"test01","still",3,99,"[{\"activity\":\"still\",\"confidence\":99},{\"activity\":\"unknown\",\"confidence\":1}]"
1594030960769,"test01","still",3,98,"[{\"activity\":\"still\",\"confidence\":98},{\"activity\":\"tilting\",\"confidence\":1},{\"activity\":\"unknown\",\"confidence\":1}]"
1594029972576,"test01","still",3,99,"[{\"activity\":\"still\",\"confidence\":99},{\"activity\":\"unknown\",\"confidence\":1}]"
1594032360318,"test01","still",3,99,"[{\"activity\":\"still\",\"confidence\":99},{\"activity\":\"unknown\",\"confidence\":1}]"
1594029680604,"test01","still",3,88,"[{\"activity\":\"still\",\"confidence\":88},{\"activity\":\"walking\",\"confidence\":7},{\"activity\":\"in_vehicle\",\"confidence\":4}{\"activity\":\"unknown\",\"confidence\":1}]"
1594034061588,"test01","walking",7,86,"[{\"activity\":\"walking\",\"confidence\":86},{\"activity\":\"in_vehicle\",\"confidence\":9},{\"activity\":\"still\",\"confidence\":4},{\"activity\":\"unknown\",\"confidence\":1}]"
1594035583131,"test01","walking",7,92,"[{\"activity\":\"walking\",\"confidence\":92},{\"activity\":\"running\",\"confidence\":5},{\"activity\":\"in_vehicle\",\"confidence\":2},{\"activity\":\"unknown\",\"confidence\":1}]"
1594036135681,"test01","walking",7,94,"[{\"activity\":\"walking\",\"confidence\":94},{\"activity\":\"on_foot\",\"confidence\":5},{\"activity\":\"unknown\",\"confidence\":1}]"
1594034330494,"test01","walking",7,98,"[{\"activity\":\"walking\",\"confidence\":98},{\"activity\":\"running\",\"confidence\":1},{\"activity\":\"still\",\"confidence\":1}]"
1594041009481,"test01","running",8,89,"[{\"activity\":\"running\",\"confidence\":89},{\"activity\":\"on_bicycle\",\"confidence\":7},{\"activity\":\"walking\",\"confidence\":3},{\"activity\":\"unknown\",\"confidence\":1}]"
1594039008555,"test01","running",8,83,"[{\"activity\":\"running\",\"confidence\":83},{\"activity\":\"on_foot\",\"confidence\":15},{\"activity\":\"unknown\",\"confidence\":2}]"
1594040542637,"test01","running",8,85,"[{\"activity\":\"running\",\"confidence\":85},{\"activity\":\"walking\",\"confidence\":12},{\"activity\":\"on_fooy\",\"confidence\":3}]"
1594045170488,"test01","in_vehicle",0,92,"[{\"activity\":\"in_vehicle\",\"confidence\":92},{\"activity\":\"tilting\",\"confidence\":6},{\"activity\":\"unknown\",\"confidence\":2}]"
1594044861283,"test01","in_vehicle",0,91,"[{\"activity\":\"in_vehicle\",\"confidence\":91},{\"activity\":\"on_bicycle\",\"confidence\":8},{\"activity\":\"unknown\",\"confidence\":1}]"
1594046775997,"test01","in_vehicle",0,92,"[{\"activity\":\"in_vehicle\",\"confidence\":92},{\"activity\":\"tilting\",\"confidence\":6},{\"activity\":\"unknown\",\"confidence\":2}]"
1594045155284,"test01","in_vehicle",0,91,"[{\"activity\":\"in_vehicle\",\"confidence\":91},{\"activity\":\"on_bicycle\",\"confidence\":8},{\"activity\":\"unknown\",\"confidence\":1}]"
1594048942657,"test01","on_foot",2,89,"[{\"activity\":\"on_foot\",\"confidence\":89},{\"activity\":\"walking\",\"confidence\":7},{\"activity\":\"unknown\",\"confidence\":4}]"
1594049953189,"test01","on_foot",2,99,"[{\"activity\":\"on_foot\",\"confidence\":99},{\"activity\":\"unknown\",\"confidence\":1}]"
1594051260258,"test01","on_foot",2,94,"[{\"activity\":\"on_foot\",\"confidence\":94},{\"activity\":\"running\",\"confidence\":5},{\"activity\":\"unknown\",\"confidence\":1}]"
1594054828512,"test01","on_foot",2,80,"[{\"activity\":\"on_foot\",\"confidence\":80},{\"activity\":\"in_vehicle\",\"confidence\":15},{\"activity\":\"running\",\"confidence\":4},{\"activity\":\"unknown\",\"confidence\":1}]"
1594053652847,"test01","on_foot",2,94,"[{\"activity\":\"on_foot\",\"confidence\":94},{\"activity\":\"running\",\"confidence\":5},{\"activity\":\"unknown\",\"confidence\":1}]"
1594052619496,"test01","on_foot",2,94,"[{\"activity\":\"on_foot\",\"confidence\":94},{\"activity\":\"running\",\"confidence\":5},{\"activity\":\"unknown\",\"confidence\":1}]"
1594059951546,"test01","still",3,88,"[{\"activity\":\"still\",\"confidence\":88},{\"activity\":\"walking\",\"confidence\":7},{\"activity\":\"in_vehicle\",\"confidence\":4}{\"activity\":\"unknown\",\"confidence\":1}]"
1594063934168,"test01","still",3,98,"[{\"activity\":\"still\",\"confidence\":98},{\"activity\":\"tilting\",\"confidence\":1},{\"activity\":\"unknown\",\"confidence\":1}]"
1594058448212,"test01","still",3,98,"[{\"activity\":\"still\",\"confidence\":98},{\"activity\":\"tilting\",\"confidence\":1},{\"activity\":\"unknown\",\"confidence\":1}]"
1594073582003,"test01","in_vehicle",0,92,"[{\"activity\":\"in_vehicle\",\"confidence\":92},{\"activity\":\"tilting\",\"confidence\":6},{\"activity\":\"unknown\",\"confidence\":2}]"
1594073060268,"test01","in_vehicle",0,91,"[{\"activity\":\"in_vehicle\",\"confidence\":91},{\"activity\":\"on_bicycle\",\"confidence\":8},{\"activity\":\"unknown\",\"confidence\":1}]"
1594072009878,"test01","in_vehicle",0,98,"[{\"activity\":\"in_vehicle\",\"confidence\":98},{\"activity\":\"still\",\"confidence\":1},{\"activity\":\"walking\",\"confidence\":1}]"
1594071273066,"test01","in_vehicle",0,88,"[{\"activity\":\"in_vehicle\",\"confidence\":88},{\"activity\":\"running\",\"confidence\":10},{\"activity\":\"still\",\"confidence\":2}]"
1594071651364,"test01","in_vehicle",0,92,"[{\"activity\":\"in_vehicle\",\"confidence\":92},{\"activity\":\"tilting\",\"confidence\":6},{\"activity\":\"unknown\",\"confidence\":2}]"
1594072224460,"test01","in_vehicle",0,86,"[{\"activity\":\"in_vehicle\",\"confidence\":86},{\"activity\":\"walking\",\"confidence\":12},{\"activity\":\"still\",\"confidence\":2}]"
1594076125576,"test01","walking",7,98,"[{\"activity\":\"walking\",\"confidence\":98},{\"activity\":\"running\",\"confidence\":1},{\"activity\":\"still\",\"confidence\":1}]"
1594076058465,"test01","walking",7,98,"[{\"activity\":\"walking\",\"confidence\":98},{\"activity\":\"running\",\"confidence\":1},{\"activity\":\"still\",\"confidence\":1}]"
1594076997023,"test01","walking",7,92,"[{\"activity\":\"walking\",\"confidence\":92},{\"activity\":\"running\",\"confidence\":5},{\"activity\":\"in_vehicle\",\"confidence\":2},{\"activity\":\"unknown\",\"confidence\":1}]"
1594076477847,"test01","walking",7,86,"[{\"activity\":\"walking\",\"confidence\":86},{\"activity\":\"in_vehicle\",\"confidence\":9},{\"activity\":\"still\",\"confidence\":4},{\"activity\":\"unknown\",\"confidence\":1}]"
1594078728766,"test01","on_bicycle",1,93,"[{\"activity\":\"on_bicycle\",\"confidence\":93},{\"activity\":\"in_vehicle\",\"confidence\":5},{\"activity\":\"unknown\",\"confidence\":2}]"
1594078002827,"test01","on_bicycle",1,87,"[{\"activity\":\"on_bicycle\",\"confidence\":87},{\"activity\":\"walking\",\"confidence\":12},{\"activity\":\"still\",\"confidence\":1}]"
1594081329828,"test01","on_bicycle",1,93,"[{\"activity\":\"on_bicycle\",\"confidence\":93},{\"activity\":\"in_vehicle\",\"confidence\":5},{\"activity\":\"unknown\",\"confidence\":2}]"
1594077881253,"test01","on_bicycle",1,87,"[{\"activity\":\"on_bicycle\",\"confidence\":87},{\"activity\":\"walking\",\"confidence\":12},{\"activity\":\"still\",\"confidence\":1}]"
1594082278338,"test01","on_foot",2,99,"[{\"activity\":\"on_foot\",\"confidence\":99},{\"activity\":\"unknown\",\"confidence\":1}]"
1594085089288,"test01","on_foot",2,80,"[{\"activity\":\"on_foot\",\"confidence\":80},{\"activity\":\"in_vehicle\",\"confidence\":15},{\"activity\":\"running\",\"confidence\":4},{\"activity\":\"unknown\",\"confidence\":1}]"
1594083604829,"test01","on_foot",2,80,"[{\"activity\":\"on_foot\",\"confidence\":80},{\"activity\":\"in_vehicle\",\"confidence\":15},{\"activity\":\"running\",\"confidence\":4},{\"activity\":\"unknown\",\"confidence\":1}]"
1594085099383,"test01","on_foot",2,94,"[{\"activity\":\"on_foot\",\"confidence\":94},{\"activity\":\"running\",\"confidence\":5},{\"activity\":\"unknown\",\"confidence\":1}]"
1594089833084,"test01","unknown",4,97,"[{\"activity\":\"unknown\",\"confidence\":97},{\"activity\":\"running\",\"confidence\":2},{\"activity\":\"walking\",\"confidence\":1}]"
1594092988804,"test01","still",3,99,"[{\"activity\":\"still\",\"confidence\":99},{\"activity\":\"unknown\",\"confidence\":1}]"
1594093445402,"test01","still",3,88,"[{\"activity\":\"still\",\"confidence\":88},{\"activity\":\"walking\",\"confidence\":7},{\"activity\":\"in_vehicle\",\"confidence\":4}{\"activity\":\"unknown\",\"confidence\":1}]"
Can't render this file because it contains an unexpected character in line 2 and column 41.

56
tests/data/external/aware_csv/plugin_ios_activity_recognition_raw.csv vendored 100644
View File

@ -0,0 +1,56 @@
"timestamp","device_id","activities","confidence","stationary","walking","running","automotive","cycling","unknown","label"
1594011513359,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594009169663,"test02","[\"stationary\"]",0,1,0,0,0,0,0,""
1594008233193,"test02","[\"stationary\"]",1,1,0,0,0,0,0,""
1594014089214,"test02","",1,0,0,0,0,0,0,""
1594022514638,"test02","",1,0,0,0,0,0,0,""
1594019642710,"test02","",1,0,0,0,0,0,0,""
1594021195186,"test02","",2,0,0,0,0,0,0,""
1594023232802,"test02","",0,0,0,0,0,0,0,""
1594029036619,"test02","[\"stationary\"]",0,1,0,0,0,0,0,""
1594026189418,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594030960769,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594029972576,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594032360318,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594029680604,"test02","[\"stationary\"]",0,1,0,0,0,0,0,""
1594034061588,"test02","[\"walking\"]",0,0,1,0,0,0,0,""
1594035583131,"test02","[\"walking\"]",1,0,1,0,0,0,0,""
1594036135681,"test02","[\"walking\"]",1,0,1,0,0,0,0,""
1594034330494,"test02","[\"walking\"]",2,0,1,0,0,0,0,""
1594041009481,"test02","[\"running\"]",1,0,0,1,0,0,0,""
1594039008555,"test02","[\"running\"]",0,0,0,1,0,0,0,""
1594040542637,"test02","[\"running\"]",0,0,0,1,0,0,0,""
1594045170488,"test02","[\"stationary\",\"automotive\"]",1,1,0,0,1,0,0,""
1594044861283,"test02","[\"stationary\",\"automotive\"]",1,1,0,0,1,0,0,""
1594046775997,"test02","[\"automotive\"]",1,0,0,0,1,0,0,""
1594045155284,"test02","[\"stationary\",\"automotive\"]",1,1,0,0,1,0,0,""
1594048942657,"test02","[\"running\"]",1,0,0,1,0,0,0,""
1594049953189,"test02","[\"running\"]",2,0,0,1,0,0,0,""
1594051260258,"test02","[\"walking\"]",1,0,1,0,0,0,0,""
1594054828512,"test02","[\"walking\"]",1,0,1,0,0,0,0,""
1594053652847,"test02","[\"running\"]",1,0,0,1,0,0,0,""
1594052619496,"test02","[\"running\"]",1,0,0,1,0,0,0,""
1594059951546,"test02","[\"stationary\"]",0,1,0,0,0,0,0,""
1594063934168,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594058448212,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594073582003,"test02","[\"stationary\",\"automotive\"]",1,1,0,0,1,0,0,""
1594073060268,"test02","[\"stationary\",\"automotive\"]",1,1,0,0,1,0,0,""
1594072009878,"test02","[\"stationary\",\"automotive\"]",2,1,0,0,1,0,0,""
1594071273066,"test02","[\"stationary\",\"automotive\"]",0,1,0,0,1,0,0,""
1594071651364,"test02","[\"automotive\"]",1,0,0,0,1,0,0,""
1594072224460,"test02","[\"stationary\",\"automotive\"]",0,1,0,0,1,0,0,""
1594076125576,"test02","[\"walking\"]",2,0,1,0,0,0,0,""
1594076058465,"test02","[\"walking\"]",2,0,1,0,0,0,0,""
1594076997023,"test02","[\"walking\"]",1,0,1,0,0,0,0,""
1594076477847,"test02","[\"walking\"]",0,0,1,0,0,0,0,""
1594078728766,"test02","[\"cycling\"]",1,0,0,0,0,1,0,""
1594078002827,"test02","[\"cycling\"]",0,0,0,0,0,1,0,""
1594081329828,"test02","[\"cycling\"]",1,0,0,0,0,1,0,""
1594077881253,"test02","[\"cycling\"]",0,0,0,0,0,1,0,""
1594082278338,"test02","[\"walking\"]",2,0,1,0,0,0,0,""
1594085089288,"test02","[\"running\"]",2,0,0,1,0,0,0,""
1594083604829,"test02","[\"running\"]",2,0,0,1,0,0,0,""
1594085099383,"test02","[\"running\"]",1,0,0,1,0,0,0,""
1594089833084,"test02","",2,0,0,0,0,0,0,""
1594092988804,"test02","[\"stationary\"]",2,1,0,0,0,0,0,""
1594093445402,"test02","[\"stationary\"]",0,1,0,0,0,0,0,""
Can't render this file because it contains an unexpected character in line 2 and column 27.

6
tests/data/external/participant_files/test01.yaml vendored
View File

@ -1,11 +1,11 @@
PHONE:
DEVICE_IDS: [wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun]
DEVICE_IDS: [test01]
PLATFORMS: [android]
LABEL: test01 android
START_DATE: 2020/01/01
END_DATE: 2020/06/01
END_DATE: 2020/08/01
FITBIT:
DEVICE_IDS: [wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun]
DEVICE_IDS: [test01]
LABEL: test01 android
START_DATE: 2020/01/01
END_DATE: 2020/06/01

6
tests/data/external/participant_files/test02.yaml vendored
View File

@ -1,11 +1,11 @@
PHONE:
DEVICE_IDS: [7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w]
DEVICE_IDS: [test02]
PLATFORMS: [ios]
LABEL: test02 ios
START_DATE: 2020/01/01
END_DATE: 2020/06/01
END_DATE: 2021/08/01
FITBIT:
DEVICE_IDS: [7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w]
DEVICE_IDS: [test02]
LABEL: test02 ios
START_DATE: 2020/01/01
END_DATE: 2020/06/01

6
tests/data/external/participant_files/test03.yaml vendored
View File

@ -1,11 +1,11 @@
PHONE:
DEVICE_IDS: [bU6WEnGU-bjBN-HhUh-7XNT-ZnrLJnOTW9Or]
DEVICE_IDS: [test03]
PLATFORMS: [android]
LABEL: test03 android
START_DATE: 2020/01/01
END_DATE: 2020/06/01
END_DATE: 2021/06/01
FITBIT:
DEVICE_IDS: [bU6WEnGU-bjBN-HhUh-7XNT-ZnrLJnOTW9Or]
DEVICE_IDS: [test03]
LABEL: test03 android
START_DATE: 2020/01/01
END_DATE: 2020/06/01

6
tests/data/external/participant_files/test04.yaml vendored
View File

@ -1,11 +1,11 @@
PHONE:
DEVICE_IDS: [dGhYuH4N-8D8J-mL6l-9uQA-ArIzHIjBiJxU]
DEVICE_IDS: [test04]
PLATFORMS: [ios]
LABEL: test04 ios
START_DATE: 2020/01/01
END_DATE: 2020/06/01
END_DATE: 2021/06/01
FITBIT:
DEVICE_IDS: [dGhYuH4N-8D8J-mL6l-9uQA-ArIzHIjBiJxU]
DEVICE_IDS: [test04]
LABEL: test04 ios
START_DATE: 2020/01/01
END_DATE: 2020/06/01

6
tests/data/external/participant_files/test05.yaml vendored
View File

@ -1,11 +1,11 @@
PHONE:
DEVICE_IDS: [tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun]
DEVICE_IDS: [test05]
PLATFORMS: [android]
LABEL: test05 android
START_DATE: 2020/01/01
END_DATE: 2020/06/01
END_DATE: 2021/06/01
FITBIT:
DEVICE_IDS: [tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun]
DEVICE_IDS: [test05]
LABEL: test05 android
START_DATE: 2020/01/01
END_DATE: 2020/06/01

6
tests/data/external/participant_files/test06.yaml vendored
View File

@ -1,11 +1,11 @@
PHONE:
DEVICE_IDS: [3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w]
DEVICE_IDS: [test06]
PLATFORMS: [ios]
LABEL: test06 ios
START_DATE: 2020/01/01
END_DATE: 2020/06/01
END_DATE: 2021/06/01
FITBIT:
DEVICE_IDS: [3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w]
DEVICE_IDS: [test06]
LABEL: test06 ios
START_DATE: 2020/01/01
END_DATE: 2020/06/01

4
tests/data/external/test01 vendored
View File

@ -1,4 +0,0 @@
wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun
android
test01 android
2020/01/01,2020/06/01

4
tests/data/external/test02 vendored
View File

@ -1,4 +0,0 @@
7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w
ios
test02 ios
2020/01/01,2020/06/01

4
tests/data/external/test03 vendored
View File

@ -1,4 +0,0 @@
bU6WEnGU-bjBN-HhUh-7XNT-ZnrLJnOTW9Or
android
test03 android
2020/01/01,2020/06/01

4
tests/data/external/test04 vendored
View File

@ -1,4 +0,0 @@
dGhYuH4N-8D8J-mL6l-9uQA-ArIzHIjBiJxU
ios
test04 ios
2020/01/01,2020/06/01

4
tests/data/external/test05 vendored
View File

@ -1,4 +0,0 @@
tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun
android
test05 android
2020/01/01,2020/06/01

4
tests/data/external/test06 vendored
View File

@ -1,4 +0,0 @@
3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w
ios
test06 ios
2020/01/01,2020/06/01

0
tests/data/interim/.gitkeep
View File

0
tests/data/raw/.gitkeep
View File

33
tests/data/raw/test01/phone_applications_foreground_raw.csv
View File

@ -1,33 +0,0 @@
timestamp,device_id,package_name,application_name,is_system_app
1593946320761,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1593961974942,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1593958144033,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1593947228964,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1593951572326,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1593950554868,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.supercell.clashofclans,Clash of Clans,0
1593964799620,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1593974241305,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1593969483540,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1593977289581,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.fitbit.FitbitMobile,Fitbit,0
1593970763367,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1593964867720,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.supercell.clashofclans,Clash of Clans,0
1593974942995,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gm,Gmail,0
1593986399351,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1594000139073,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gm,Gmail,0
1593994717099,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.fitbit.FitbitMobile,Fitbit,0
1593985854872,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.youtube,Youtube,0
1594003154390,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1594003853415,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1593991680045,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1594007999202,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.aware.plugin.upmc.cancer,AWARE,0
1593939733998,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1593933324739,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1593925161482,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1593936918763,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1593924155524,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.youtube,Youtube,0
1593922625358,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1593943199317,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1593951550550,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1593981544544,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1593999779779,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1593933565565,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1 timestamp device_id package_name application_name is_system_app
2 1593946320761 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
3 1593961974942 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
4 1593958144033 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
5 1593947228964 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
6 1593951572326 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
7 1593950554868 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.supercell.clashofclans Clash of Clans 0
8 1593964799620 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
9 1593974241305 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
10 1593969483540 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
11 1593977289581 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.fitbit.FitbitMobile Fitbit 0
12 1593970763367 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
13 1593964867720 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.supercell.clashofclans Clash of Clans 0
14 1593974942995 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gm Gmail 0
15 1593986399351 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
16 1594000139073 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gm Gmail 0
17 1593994717099 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.fitbit.FitbitMobile Fitbit 0
18 1593985854872 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.youtube Youtube 0
19 1594003154390 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
20 1594003853415 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
21 1593991680045 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
22 1594007999202 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.aware.plugin.upmc.cancer AWARE 0
23 1593939733998 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
24 1593933324739 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
25 1593925161482 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
26 1593936918763 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
27 1593924155524 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.youtube Youtube 0
28 1593922625358 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
29 1593943199317 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
30 1593951550550 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
31 1593981544544 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
32 1593999779779 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
33 1593933565565 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1

66
tests/data/raw/test01/phone_battery_raw.csv
View File

@ -1,66 +0,0 @@
timestamp,device_id,battery_status,battery_level,battery_scale,battery_voltage,battery_temperature,battery_adaptor,battery_health,battery_technology
1593576490416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,80,100,4170,23,0,2,Li-ion
1593576683435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,79,100,4094,23,0,2,Li-ion
1593576930630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,78,100,4157,23,0,2,Li-ion
1593577058603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,77,100,4157,23,0,2,Li-ion
1593581260603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593588030416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,77,100,4170,23,0,2,Li-ion
1593588230435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,78,100,4094,23,0,2,Li-ion
1593588635630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,79,100,4157,23,0,2,Li-ion
1593588635876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,80,100,4157,23,0,2,Li-ion
1593597450123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,80,100,4170,23,0,2,Li-ion
1593597589435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,79,100,4094,23,0,2,Li-ion
1593597739321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,78,100,4157,23,0,2,Li-ion
1593597872456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,77,100,4157,23,0,2,Li-ion
1593605072416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593605232435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593605392679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593605587876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
1593609187603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593613397416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,74,100,4170,23,0,2,Li-ion
1593613583435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,73,100,4094,23,0,2,Li-ion
1593613783679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,72,100,4157,23,0,2,Li-ion
1593614058876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,71,100,4157,23,0,2,Li-ion
1593618958416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4170,23,0,2,Li-ion
1593619168435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4094,23,0,2,Li-ion
1593619477679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,64,100,4157,23,0,2,Li-ion
1593619687876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,65,100,4157,23,0,2,Li-ion
1593625927416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,64,100,4170,23,0,2,Li-ion
1593626099435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,63,100,4094,23,0,2,Li-ion
1593626229679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,62,100,4157,23,0,2,Li-ion
1593626419876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,61,100,4157,23,0,2,Li-ion
1593630629603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593634407416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,60,100,4170,23,0,2,Li-ion
1593634677435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,61,100,4094,23,0,2,Li-ion
1593634887679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4157,23,0,2,Li-ion
1593635087876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4157,23,0,2,Li-ion
1593640563123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,60,100,4170,23,0,2,Li-ion
1593640781435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,59,100,4094,23,0,2,Li-ion
1593641054321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,58,100,4157,23,0,2,Li-ion
1593641244456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,57,100,4157,23,0,2,Li-ion
1593648183416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593648312435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593648444679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593648634876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
1593651044603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593653404416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,74,100,4170,23,0,2,Li-ion
1593653534435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,73,100,4094,23,0,2,Li-ion
1593653723679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,72,100,4157,23,0,2,Li-ion
1593653867876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,71,100,4157,23,0,2,Li-ion
1 timestamp device_id battery_status battery_level battery_scale battery_voltage battery_temperature battery_adaptor battery_health battery_technology
2 1593576490416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 80 100 4170 23 0 2 Li-ion
3 1593576683435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 79 100 4094 23 0 2 Li-ion
4 1593576930630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 78 100 4157 23 0 2 Li-ion
5 1593577058603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 77 100 4157 23 0 2 Li-ion
6 1593581260603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
7 1593588030416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 77 100 4170 23 0 2 Li-ion
8 1593588230435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 78 100 4094 23 0 2 Li-ion
9 1593588635630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 79 100 4157 23 0 2 Li-ion
10 1593588635876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 80 100 4157 23 0 2 Li-ion
11 1593597450123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 80 100 4170 23 0 2 Li-ion
12 1593597589435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 79 100 4094 23 0 2 Li-ion
13 1593597739321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 78 100 4157 23 0 2 Li-ion
14 1593597872456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 77 100 4157 23 0 2 Li-ion
15 1593605072416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
16 1593605232435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
17 1593605392679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
18 1593605587876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
19 1593609187603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
20 1593613397416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 74 100 4170 23 0 2 Li-ion
21 1593613583435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 73 100 4094 23 0 2 Li-ion
22 1593613783679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 72 100 4157 23 0 2 Li-ion
23 1593614058876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 71 100 4157 23 0 2 Li-ion
24 1593618958416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4170 23 0 2 Li-ion
25 1593619168435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4094 23 0 2 Li-ion
26 1593619477679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 64 100 4157 23 0 2 Li-ion
27 1593619687876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 65 100 4157 23 0 2 Li-ion
28 1593625927416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 64 100 4170 23 0 2 Li-ion
29 1593626099435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 63 100 4094 23 0 2 Li-ion
30 1593626229679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 62 100 4157 23 0 2 Li-ion
31 1593626419876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 61 100 4157 23 0 2 Li-ion
32 1593630629603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
33 1593634407416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 60 100 4170 23 0 2 Li-ion
34 1593634677435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 61 100 4094 23 0 2 Li-ion
35 1593634887679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4157 23 0 2 Li-ion
36 1593635087876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4157 23 0 2 Li-ion
37 1593640563123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 60 100 4170 23 0 2 Li-ion
38 1593640781435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 59 100 4094 23 0 2 Li-ion
39 1593641054321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 58 100 4157 23 0 2 Li-ion
40 1593641244456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 57 100 4157 23 0 2 Li-ion
41 1593648183416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
42 1593648312435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
43 1593648444679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
44 1593648634876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
45 1593651044603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
46 1593653404416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 74 100 4170 23 0 2 Li-ion
47 1593653534435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 73 100 4094 23 0 2 Li-ion
48 1593653723679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 72 100 4157 23 0 2 Li-ion
49 1593653867876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 71 100 4157 23 0 2 Li-ion

15
tests/data/raw/test01/phone_bluetooth_raw.csv
View File

@ -1,15 +0,0 @@
timestamp,device_id,bt_address,bt_name,bt_rssi,label
1593684000123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-92,1593684000123
1593705599321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-79,1593684000123
1593687638456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-96,1593684000123
1593705600654,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-92,1593705600654
1593727199546,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4B:2C:AA:88:1B,Smart TV,-95,1593705600654
1593727200564,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,F5:F6:EC:8D:6C,Laptop,-88,1593727200564
1593748799465,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-91,1593727200564
1593738619645,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,10:6F:61:E4:A9,Speakers,-90,1593727200564
1593747525789,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-84,1593727200564
1593733518987,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-78,1593727200564
1593662400798,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-76,1593662400798
1593683999978,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,F5:F6:EC:8D:6C,Laptop,-97,1593662400798
1593675299879,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,10:6F:61:E4:A9,Speakers,-93,1593662400798
1593665344132,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4B:2C:AA:88:1B,Smart TV,-94,1593662400798
1 timestamp device_id bt_address bt_name bt_rssi label
2 1593684000123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -92 1593684000123
3 1593705599321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -79 1593684000123
4 1593687638456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -96 1593684000123
5 1593705600654 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -92 1593705600654
6 1593727199546 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4B:2C:AA:88:1B Smart TV -95 1593705600654
7 1593727200564 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun F5:F6:EC:8D:6C Laptop -88 1593727200564
8 1593748799465 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -91 1593727200564
9 1593738619645 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 10:6F:61:E4:A9 Speakers -90 1593727200564
10 1593747525789 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -84 1593727200564
11 1593733518987 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -78 1593727200564
12 1593662400798 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -76 1593662400798
13 1593683999978 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun F5:F6:EC:8D:6C Laptop -97 1593662400798
14 1593675299879 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 10:6F:61:E4:A9 Speakers -93 1593662400798
15 1593665344132 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4B:2C:AA:88:1B Smart TV -94 1593662400798

37
tests/data/raw/test01/phone_calls_raw.csv
View File

@ -1,37 +0,0 @@
timestamp,device_id,call_type,call_duration,trace
1591020025000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1299,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1591019365000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1591009125000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1116,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591014777000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1060,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1591025270000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,759,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1591015194000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,667,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
1591039261000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,213,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591036173000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1289,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591036460000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,0AF00XrOYBKFnoU9s1lZQBMCDyVWwIUu7t9FishN
1591030751000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,662,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591029194000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1053,6qWi08psbtFbnl0GxVYlAoG7e9X81JfYggNULsFh
1591047100000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1186,6uW0vSbblda04AgPYlUMjaOBJ6vHdoeyCVy2xMcE
1591052691000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1157,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
1591056859000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1719,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591053398000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1421,YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
1591063906000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1224,ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
1591060637000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1543,TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
1591054046000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1590987442000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1590984805000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1590999462000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1331,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1590994337000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,970,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1590999471000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1590993791000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,439,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591106425000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1299,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1591105765000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1591095525000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1116,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591101177000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1060,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1591111670000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,759,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1591101594000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,667,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
1591139091000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1157,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
1591143259000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1719,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591139798000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1421,YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
1591150306000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1224,ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
1591147037000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1543,TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
1591140446000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1 timestamp device_id call_type call_duration trace
2 1591020025000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1299 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
3 1591019365000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
4 1591009125000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1116 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
5 1591014777000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1060 cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
6 1591025270000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 759 1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
7 1591015194000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 667 JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
8 1591039261000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 213 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
9 1591036173000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1289 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
10 1591036460000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 0AF00XrOYBKFnoU9s1lZQBMCDyVWwIUu7t9FishN
11 1591030751000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 662 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
12 1591029194000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1053 6qWi08psbtFbnl0GxVYlAoG7e9X81JfYggNULsFh
13 1591047100000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1186 6uW0vSbblda04AgPYlUMjaOBJ6vHdoeyCVy2xMcE
14 1591052691000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1157 jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
15 1591056859000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1719 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
16 1591053398000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1421 YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
17 1591063906000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1224 ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
18 1591060637000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1543 TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
19 1591054046000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
20 1590987442000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
21 1590984805000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
22 1590999462000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1331 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
23 1590994337000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 970 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
24 1590999471000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
25 1590993791000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 439 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
26 1591106425000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1299 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
27 1591105765000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
28 1591095525000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1116 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
29 1591101177000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1060 cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
30 1591111670000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 759 1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
31 1591101594000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 667 JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
32 1591139091000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1157 jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
33 1591143259000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1719 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
34 1591139798000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1421 YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
35 1591150306000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 1 1224 ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
36 1591147037000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 2 1543 TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
37 1591140446000 e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP

7423
tests/data/raw/test01/phone_conversation_raw.csv
View File

File diff suppressed because it is too large Load Diff

13
tests/data/raw/test01/phone_light_raw.csv
View File

@ -1,13 +0,0 @@
timestamp,device_id,double_light_lux,accuracy,label
1593856800461,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,472.52,3,
1593863999053,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,37252,3,
1593871199794,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,90298,3,
1593878399891,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,114615,3,
1593878400002,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,97656,3,
1593885599119,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,90625,3,
1593892799453,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,24414,3,
1593899999082,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,10351,3,
1593900000724,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,15258,3,
1593907199287,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1469,3,
1593921599301,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,84.156,3,
1593849599654,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0.065,3,
1 timestamp device_id double_light_lux accuracy label
2 1593856800461 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 472.52 3
3 1593863999053 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 37252 3
4 1593871199794 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 90298 3
5 1593878399891 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 114615 3
6 1593878400002 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 97656 3
7 1593885599119 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 90625 3
8 1593892799453 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 24414 3
9 1593899999082 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 10351 3
10 1593900000724 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 15258 3
11 1593907199287 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1469 3
12 1593921599301 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 84.156 3
13 1593849599654 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0.065 3

31
tests/data/raw/test01/phone_messages_raw.csv
View File

@ -1,31 +0,0 @@
timestamp,device_id,message_type,trace
1590678031000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
1590662705000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
1590662518000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590677650000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
1590661734000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590695355000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
1590681732000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
1590697175000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590696483000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
1590688241000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
1590708828000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
1590722462000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
1590721378000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590712798000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590711492000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned
1590657155000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590643557000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590651560000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590649392000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590638774000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590764431000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
1590749105000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
1590748918000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590764050000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
1590748134000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590795228000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
1590808862000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
1590807778000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590799198000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1590797892000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned
1 timestamp device_id message_type trace
2 1590678031000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
3 1590662705000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
4 1590662518000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
5 1590677650000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
6 1590661734000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
7 1590695355000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
8 1590681732000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
9 1590697175000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
10 1590696483000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
11 1590688241000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
12 1590708828000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
13 1590722462000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
14 1590721378000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
15 1590712798000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
16 1590711492000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned
17 1590657155000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
18 1590643557000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
19 1590651560000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
20 1590649392000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
21 1590638774000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
22 1590764431000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
23 1590749105000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
24 1590748918000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
25 1590764050000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
26 1590748134000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
27 1590795228000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
28 1590808862000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
29 1590807778000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
30 1590799198000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
31 1590797892000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned

29
tests/data/raw/test01/phone_screen_raw.csv
View File

@ -1,29 +0,0 @@
timestamp,device_id,screen_status
1590994230386,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1
1590994230688,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3
1590994590149,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0
1590994590775,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2
1591005411491,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1
1591005411795,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3
1591005831205,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0
1591005831699,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2
1591020022531,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1
1591020024938,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3
1591021324531,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0
1591021324957,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2
1591027053231,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1
1591027053831,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3
1591027953554,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0
1591027953954,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2
1591037462155,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1
1591037462512,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3
1591038002491,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0
1591038002938,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2
1591048286712,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1
1591048287050,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3
1591049306055,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0
1591049306405,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2
1591058578480,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1
1591058578811,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3
1591059718035,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0
1591059718492,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2
1 timestamp device_id screen_status
2 1590994230386 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1
3 1590994230688 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3
4 1590994590149 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0
5 1590994590775 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2
6 1591005411491 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1
7 1591005411795 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3
8 1591005831205 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0
9 1591005831699 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2
10 1591020022531 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1
11 1591020024938 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3
12 1591021324531 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0
13 1591021324957 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2
14 1591027053231 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1
15 1591027053831 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3
16 1591027953554 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0
17 1591027953954 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2
18 1591037462155 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1
19 1591037462512 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3
20 1591038002491 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0
21 1591038002938 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2
22 1591048286712 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1
23 1591048287050 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3
24 1591049306055 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0
25 1591049306405 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2
26 1591058578480 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1
27 1591058578811 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3
28 1591059718035 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0
29 1591059718492 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2

13
tests/data/raw/test01/phone_wifi_connected_raw.csv
View File

@ -1,13 +0,0 @@
timestamp,device_id,mac_address,ssid,bssid
1593771645547,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1593791393289,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1593779101251,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,Stewart Family,0D:FB:75:AA:43:0A
1593813989898,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1593799538019,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,Fios-H4S9a,48:6B:8C:51:08:F2
1593797221589,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1593820668588,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,Stewart Family,0D:FB:75:AA:43:0A
1593831618372,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,Fios-H4S9a,48:6B:8C:51:08:F2
1593821661830,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1593768441273,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1593764562099,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,Galactica,E6:4C:9A:3F:D0:1B
1593765323772,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1 timestamp device_id mac_address ssid bssid
2 1593771645547 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
3 1593791393289 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
4 1593779101251 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
5 1593813989898 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
6 1593799538019 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
7 1593797221589 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
8 1593820668588 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
9 1593831618372 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
10 1593821661830 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
11 1593768441273 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
12 1593764562099 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
13 1593765323772 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D

15
tests/data/raw/test01/phone_wifi_visible_raw.csv
View File

@ -1,15 +0,0 @@
timestamp,device_id,bssid,ssid,security,frequency,rssi,label
1593770400826,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],5180,-89,
1593778094559,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,86:90:7b:8a:3e:43,WIRELESS-PITTNET,[WPA2-EAP-CCMP][ESS],5805,-95,
1593785574027,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],5180,-93,
1593791999936,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,d0:b8:2f:eb:0e:f8,CMU-SECURE,[WPA2-EAP-CCMP][ESS],5765,-83,
1593792000442,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3d:12:ec:de:96:e1,,[WPA2-EAP-CCMP][ESS],5765,-97,
1593812070708,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],5765,-98,
1593817199253,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,86:90:7b:8a:3e:43,WIRELESS-PITTNET,[WPA2-EAP-CCMP][ESS],5765,-79,
1593813600578,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3d:12:ec:de:96:e1,,[WPA2-EAP-CCMP][ESS],5765,-80,
1593835199363,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],5180,-82,
1593748800505,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],5180,-92,
1593761511861,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,86:90:7b:8a:3e:43,WIRELESS-PITTNET,[WPA2-EAP-CCMP][ESS],5805,-84,
1593760292500,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],5765,-91,
1593762343842,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,24:2b:a2:55:8a:e0,eduroam,[WPA2-EAP-CCMP][ESS],5805,-100,
1593770399830,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,d0:b8:2f:eb:0e:f8,CMU-SECURE,[WPA2-EAP-CCMP][ESS],5765,-75,
1 timestamp device_id bssid ssid security frequency rssi label
2 1593770400826 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180 -89
3 1593778094559 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS] 5805 -95
4 1593785574027 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180 -93
5 1593791999936 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS] 5765 -83
6 1593792000442 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS] 5765 -97
7 1593812070708 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5765 -98
8 1593817199253 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS] 5765 -79
9 1593813600578 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS] 5765 -80
10 1593835199363 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180 -82
11 1593748800505 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5180 -92
12 1593761511861 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS] 5805 -84
13 1593760292500 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS] 5765 -91
14 1593762343842 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 24:2b:a2:55:8a:e0 eduroam [WPA2-EAP-CCMP][ESS] 5805 -100
15 1593770399830 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS] 5765 -75

56
tests/data/raw/test01/plugin_google_activity_recognition_raw.csv
View File

@ -1,56 +0,0 @@
timestamp,device_id,activity_name,activity_type,confidence,activities
1594011513359,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,99,"[{""activity"":""still"",""confidence"":99},{""activity"":""unknown"",""confidence"":1}]"
1594009169663,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,88,"[{""activity"":""still"",""confidence"":88},{""activity"":""walking"",""confidence"":7},{""activity"":""in_vehicle"",""confidence"":4}{""activity"":""unknown"",""confidence"":1}]"
1594008233193,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,92,"[{""activity"":""still"",""confidence"":92},{""activity"":""In_vehicle"",""confidence"":7},{""activity"":""unknown"",""confidence"":1}]"
1594014089214,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,unknown,4,92,"[{""activity"":""unknown"",""confidence"":92},{""activity"":""walking"",""confidence"":5},{""activity"":""still"",""confidence"":2},{""activity"":""in_vehicle"",""confidence"":1}]"
1594022514638,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tilting,5,91,"[{""activity"":""tilting"",""confidence"":91},{""activity"":""on_bicycle"",""confidence"":8},{""activity"":""unknown"",""confidence"":1}]"
1594019642710,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tilting,5,91,"[{""activity"":""tilting"",""confidence"":91},{""activity"":""on_bicycle"",""confidence"":8},{""activity"":""unknown"",""confidence"":1}]"
1594021195186,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tilting,5,98,"[{""activity"":""tilting"",""confidence"":98},{""activity"":""still"",""confidence"":1},{""activity"":""walking"",""confidence"":1}]"
1594023232802,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tilting,5,86,"[{""activity"":""tilting"",""confidence"":86},{""activity"":""walking"",""confidence"":12},{""activity"":""still"",""confidence"":2}]"
1594029036619,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,88,"[{""activity"":""still"",""confidence"":88},{""activity"":""walking"",""confidence"":7},{""activity"":""in_vehicle"",""confidence"":4}{""activity"":""unknown"",""confidence"":1}]"
1594026189418,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,99,"[{""activity"":""still"",""confidence"":99},{""activity"":""unknown"",""confidence"":1}]"
1594030960769,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,98,"[{""activity"":""still"",""confidence"":98},{""activity"":""tilting"",""confidence"":1},{""activity"":""unknown"",""confidence"":1}]"
1594029972576,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,99,"[{""activity"":""still"",""confidence"":99},{""activity"":""unknown"",""confidence"":1}]"
1594032360318,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,99,"[{""activity"":""still"",""confidence"":99},{""activity"":""unknown"",""confidence"":1}]"
1594029680604,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,88,"[{""activity"":""still"",""confidence"":88},{""activity"":""walking"",""confidence"":7},{""activity"":""in_vehicle"",""confidence"":4}{""activity"":""unknown"",""confidence"":1}]"
1594034061588,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,86,"[{""activity"":""walking"",""confidence"":86},{""activity"":""in_vehicle"",""confidence"":9},{""activity"":""still"",""confidence"":4},{""activity"":""unknown"",""confidence"":1}]"
1594035583131,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,92,"[{""activity"":""walking"",""confidence"":92},{""activity"":""running"",""confidence"":5},{""activity"":""in_vehicle"",""confidence"":2},{""activity"":""unknown"",""confidence"":1}]"
1594036135681,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,94,"[{""activity"":""walking"",""confidence"":94},{""activity"":""on_foot"",""confidence"":5},{""activity"":""unknown"",""confidence"":1}]"
1594034330494,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,98,"[{""activity"":""walking"",""confidence"":98},{""activity"":""running"",""confidence"":1},{""activity"":""still"",""confidence"":1}]"
1594041009481,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,running,8,89,"[{""activity"":""running"",""confidence"":89},{""activity"":""on_bicycle"",""confidence"":7},{""activity"":""walking"",""confidence"":3},{""activity"":""unknown"",""confidence"":1}]"
1594039008555,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,running,8,83,"[{""activity"":""running"",""confidence"":83},{""activity"":""on_foot"",""confidence"":15},{""activity"":""unknown"",""confidence"":2}]"
1594040542637,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,running,8,85,"[{""activity"":""running"",""confidence"":85},{""activity"":""walking"",""confidence"":12},{""activity"":""on_fooy"",""confidence"":3}]"
1594045170488,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,92,"[{""activity"":""in_vehicle"",""confidence"":92},{""activity"":""tilting"",""confidence"":6},{""activity"":""unknown"",""confidence"":2}]"
1594044861283,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,91,"[{""activity"":""in_vehicle"",""confidence"":91},{""activity"":""on_bicycle"",""confidence"":8},{""activity"":""unknown"",""confidence"":1}]"
1594046775997,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,92,"[{""activity"":""in_vehicle"",""confidence"":92},{""activity"":""tilting"",""confidence"":6},{""activity"":""unknown"",""confidence"":2}]"
1594045155284,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,91,"[{""activity"":""in_vehicle"",""confidence"":91},{""activity"":""on_bicycle"",""confidence"":8},{""activity"":""unknown"",""confidence"":1}]"
1594048942657,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,89,"[{""activity"":""on_foot"",""confidence"":89},{""activity"":""walking"",""confidence"":7},{""activity"":""unknown"",""confidence"":4}]"
1594049953189,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,99,"[{""activity"":""on_foot"",""confidence"":99},{""activity"":""unknown"",""confidence"":1}]"
1594051260258,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,94,"[{""activity"":""on_foot"",""confidence"":94},{""activity"":""running"",""confidence"":5},{""activity"":""unknown"",""confidence"":1}]"
1594054828512,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,80,"[{""activity"":""on_foot"",""confidence"":80},{""activity"":""in_vehicle"",""confidence"":15},{""activity"":""running"",""confidence"":4},{""activity"":""unknown"",""confidence"":1}]"
1594053652847,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,94,"[{""activity"":""on_foot"",""confidence"":94},{""activity"":""running"",""confidence"":5},{""activity"":""unknown"",""confidence"":1}]"
1594052619496,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,94,"[{""activity"":""on_foot"",""confidence"":94},{""activity"":""running"",""confidence"":5},{""activity"":""unknown"",""confidence"":1}]"
1594059951546,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,88,"[{""activity"":""still"",""confidence"":88},{""activity"":""walking"",""confidence"":7},{""activity"":""in_vehicle"",""confidence"":4}{""activity"":""unknown"",""confidence"":1}]"
1594063934168,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,98,"[{""activity"":""still"",""confidence"":98},{""activity"":""tilting"",""confidence"":1},{""activity"":""unknown"",""confidence"":1}]"
1594058448212,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,98,"[{""activity"":""still"",""confidence"":98},{""activity"":""tilting"",""confidence"":1},{""activity"":""unknown"",""confidence"":1}]"
1594073582003,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,92,"[{""activity"":""in_vehicle"",""confidence"":92},{""activity"":""tilting"",""confidence"":6},{""activity"":""unknown"",""confidence"":2}]"
1594073060268,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,91,"[{""activity"":""in_vehicle"",""confidence"":91},{""activity"":""on_bicycle"",""confidence"":8},{""activity"":""unknown"",""confidence"":1}]"
1594072009878,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,98,"[{""activity"":""in_vehicle"",""confidence"":98},{""activity"":""still"",""confidence"":1},{""activity"":""walking"",""confidence"":1}]"
1594071273066,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,88,"[{""activity"":""in_vehicle"",""confidence"":88},{""activity"":""running"",""confidence"":10},{""activity"":""still"",""confidence"":2}]"
1594071651364,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,92,"[{""activity"":""in_vehicle"",""confidence"":92},{""activity"":""tilting"",""confidence"":6},{""activity"":""unknown"",""confidence"":2}]"
1594072224460,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,in_vehicle,0,86,"[{""activity"":""in_vehicle"",""confidence"":86},{""activity"":""walking"",""confidence"":12},{""activity"":""still"",""confidence"":2}]"
1594076125576,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,98,"[{""activity"":""walking"",""confidence"":98},{""activity"":""running"",""confidence"":1},{""activity"":""still"",""confidence"":1}]"
1594076058465,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,98,"[{""activity"":""walking"",""confidence"":98},{""activity"":""running"",""confidence"":1},{""activity"":""still"",""confidence"":1}]"
1594076997023,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,92,"[{""activity"":""walking"",""confidence"":92},{""activity"":""running"",""confidence"":5},{""activity"":""in_vehicle"",""confidence"":2},{""activity"":""unknown"",""confidence"":1}]"
1594076477847,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,walking,7,86,"[{""activity"":""walking"",""confidence"":86},{""activity"":""in_vehicle"",""confidence"":9},{""activity"":""still"",""confidence"":4},{""activity"":""unknown"",""confidence"":1}]"
1594078728766,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_bicycle,1,93,"[{""activity"":""on_bicycle"",""confidence"":93},{""activity"":""in_vehicle"",""confidence"":5},{""activity"":""unknown"",""confidence"":2}]"
1594078002827,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_bicycle,1,87,"[{""activity"":""on_bicycle"",""confidence"":87},{""activity"":""walking"",""confidence"":12},{""activity"":""still"",""confidence"":1}]"
1594081329828,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_bicycle,1,93,"[{""activity"":""on_bicycle"",""confidence"":93},{""activity"":""in_vehicle"",""confidence"":5},{""activity"":""unknown"",""confidence"":2}]"
1594077881253,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_bicycle,1,87,"[{""activity"":""on_bicycle"",""confidence"":87},{""activity"":""walking"",""confidence"":12},{""activity"":""still"",""confidence"":1}]"
1594082278338,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,99,"[{""activity"":""on_foot"",""confidence"":99},{""activity"":""unknown"",""confidence"":1}]"
1594085089288,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,80,"[{""activity"":""on_foot"",""confidence"":80},{""activity"":""in_vehicle"",""confidence"":15},{""activity"":""running"",""confidence"":4},{""activity"":""unknown"",""confidence"":1}]"
1594083604829,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,80,"[{""activity"":""on_foot"",""confidence"":80},{""activity"":""in_vehicle"",""confidence"":15},{""activity"":""running"",""confidence"":4},{""activity"":""unknown"",""confidence"":1}]"
1594085099383,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,on_foot,2,94,"[{""activity"":""on_foot"",""confidence"":94},{""activity"":""running"",""confidence"":5},{""activity"":""unknown"",""confidence"":1}]"
1594089833084,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,unknown,4,97,"[{""activity"":""unknown"",""confidence"":97},{""activity"":""running"",""confidence"":2},{""activity"":""walking"",""confidence"":1}]"
1594092988804,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,99,"[{""activity"":""still"",""confidence"":99},{""activity"":""unknown"",""confidence"":1}]"
1594093445402,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,still,3,88,"[{""activity"":""still"",""confidence"":88},{""activity"":""walking"",""confidence"":7},{""activity"":""in_vehicle"",""confidence"":4}{""activity"":""unknown"",""confidence"":1}]"
1 timestamp device_id activity_name activity_type confidence activities
2 1594011513359 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 99 [{"activity":"still","confidence":99},{"activity":"unknown","confidence":1}]
3 1594009169663 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 88 [{"activity":"still","confidence":88},{"activity":"walking","confidence":7},{"activity":"in_vehicle","confidence":4}{"activity":"unknown","confidence":1}]
4 1594008233193 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 92 [{"activity":"still","confidence":92},{"activity":"In_vehicle","confidence":7},{"activity":"unknown","confidence":1}]
5 1594014089214 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun unknown 4 92 [{"activity":"unknown","confidence":92},{"activity":"walking","confidence":5},{"activity":"still","confidence":2},{"activity":"in_vehicle","confidence":1}]
6 1594022514638 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tilting 5 91 [{"activity":"tilting","confidence":91},{"activity":"on_bicycle","confidence":8},{"activity":"unknown","confidence":1}]
7 1594019642710 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tilting 5 91 [{"activity":"tilting","confidence":91},{"activity":"on_bicycle","confidence":8},{"activity":"unknown","confidence":1}]
8 1594021195186 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tilting 5 98 [{"activity":"tilting","confidence":98},{"activity":"still","confidence":1},{"activity":"walking","confidence":1}]
9 1594023232802 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tilting 5 86 [{"activity":"tilting","confidence":86},{"activity":"walking","confidence":12},{"activity":"still","confidence":2}]
10 1594029036619 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 88 [{"activity":"still","confidence":88},{"activity":"walking","confidence":7},{"activity":"in_vehicle","confidence":4}{"activity":"unknown","confidence":1}]
11 1594026189418 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 99 [{"activity":"still","confidence":99},{"activity":"unknown","confidence":1}]
12 1594030960769 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 98 [{"activity":"still","confidence":98},{"activity":"tilting","confidence":1},{"activity":"unknown","confidence":1}]
13 1594029972576 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 99 [{"activity":"still","confidence":99},{"activity":"unknown","confidence":1}]
14 1594032360318 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 99 [{"activity":"still","confidence":99},{"activity":"unknown","confidence":1}]
15 1594029680604 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 88 [{"activity":"still","confidence":88},{"activity":"walking","confidence":7},{"activity":"in_vehicle","confidence":4}{"activity":"unknown","confidence":1}]
16 1594034061588 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 86 [{"activity":"walking","confidence":86},{"activity":"in_vehicle","confidence":9},{"activity":"still","confidence":4},{"activity":"unknown","confidence":1}]
17 1594035583131 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 92 [{"activity":"walking","confidence":92},{"activity":"running","confidence":5},{"activity":"in_vehicle","confidence":2},{"activity":"unknown","confidence":1}]
18 1594036135681 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 94 [{"activity":"walking","confidence":94},{"activity":"on_foot","confidence":5},{"activity":"unknown","confidence":1}]
19 1594034330494 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 98 [{"activity":"walking","confidence":98},{"activity":"running","confidence":1},{"activity":"still","confidence":1}]
20 1594041009481 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun running 8 89 [{"activity":"running","confidence":89},{"activity":"on_bicycle","confidence":7},{"activity":"walking","confidence":3},{"activity":"unknown","confidence":1}]
21 1594039008555 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun running 8 83 [{"activity":"running","confidence":83},{"activity":"on_foot","confidence":15},{"activity":"unknown","confidence":2}]
22 1594040542637 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun running 8 85 [{"activity":"running","confidence":85},{"activity":"walking","confidence":12},{"activity":"on_fooy","confidence":3}]
23 1594045170488 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 92 [{"activity":"in_vehicle","confidence":92},{"activity":"tilting","confidence":6},{"activity":"unknown","confidence":2}]
24 1594044861283 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 91 [{"activity":"in_vehicle","confidence":91},{"activity":"on_bicycle","confidence":8},{"activity":"unknown","confidence":1}]
25 1594046775997 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 92 [{"activity":"in_vehicle","confidence":92},{"activity":"tilting","confidence":6},{"activity":"unknown","confidence":2}]
26 1594045155284 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 91 [{"activity":"in_vehicle","confidence":91},{"activity":"on_bicycle","confidence":8},{"activity":"unknown","confidence":1}]
27 1594048942657 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 89 [{"activity":"on_foot","confidence":89},{"activity":"walking","confidence":7},{"activity":"unknown","confidence":4}]
28 1594049953189 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 99 [{"activity":"on_foot","confidence":99},{"activity":"unknown","confidence":1}]
29 1594051260258 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 94 [{"activity":"on_foot","confidence":94},{"activity":"running","confidence":5},{"activity":"unknown","confidence":1}]
30 1594054828512 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 80 [{"activity":"on_foot","confidence":80},{"activity":"in_vehicle","confidence":15},{"activity":"running","confidence":4},{"activity":"unknown","confidence":1}]
31 1594053652847 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 94 [{"activity":"on_foot","confidence":94},{"activity":"running","confidence":5},{"activity":"unknown","confidence":1}]
32 1594052619496 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 94 [{"activity":"on_foot","confidence":94},{"activity":"running","confidence":5},{"activity":"unknown","confidence":1}]
33 1594059951546 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 88 [{"activity":"still","confidence":88},{"activity":"walking","confidence":7},{"activity":"in_vehicle","confidence":4}{"activity":"unknown","confidence":1}]
34 1594063934168 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 98 [{"activity":"still","confidence":98},{"activity":"tilting","confidence":1},{"activity":"unknown","confidence":1}]
35 1594058448212 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 98 [{"activity":"still","confidence":98},{"activity":"tilting","confidence":1},{"activity":"unknown","confidence":1}]
36 1594073582003 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 92 [{"activity":"in_vehicle","confidence":92},{"activity":"tilting","confidence":6},{"activity":"unknown","confidence":2}]
37 1594073060268 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 91 [{"activity":"in_vehicle","confidence":91},{"activity":"on_bicycle","confidence":8},{"activity":"unknown","confidence":1}]
38 1594072009878 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 98 [{"activity":"in_vehicle","confidence":98},{"activity":"still","confidence":1},{"activity":"walking","confidence":1}]
39 1594071273066 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 88 [{"activity":"in_vehicle","confidence":88},{"activity":"running","confidence":10},{"activity":"still","confidence":2}]
40 1594071651364 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 92 [{"activity":"in_vehicle","confidence":92},{"activity":"tilting","confidence":6},{"activity":"unknown","confidence":2}]
41 1594072224460 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun in_vehicle 0 86 [{"activity":"in_vehicle","confidence":86},{"activity":"walking","confidence":12},{"activity":"still","confidence":2}]
42 1594076125576 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 98 [{"activity":"walking","confidence":98},{"activity":"running","confidence":1},{"activity":"still","confidence":1}]
43 1594076058465 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 98 [{"activity":"walking","confidence":98},{"activity":"running","confidence":1},{"activity":"still","confidence":1}]
44 1594076997023 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 92 [{"activity":"walking","confidence":92},{"activity":"running","confidence":5},{"activity":"in_vehicle","confidence":2},{"activity":"unknown","confidence":1}]
45 1594076477847 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun walking 7 86 [{"activity":"walking","confidence":86},{"activity":"in_vehicle","confidence":9},{"activity":"still","confidence":4},{"activity":"unknown","confidence":1}]
46 1594078728766 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_bicycle 1 93 [{"activity":"on_bicycle","confidence":93},{"activity":"in_vehicle","confidence":5},{"activity":"unknown","confidence":2}]
47 1594078002827 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_bicycle 1 87 [{"activity":"on_bicycle","confidence":87},{"activity":"walking","confidence":12},{"activity":"still","confidence":1}]
48 1594081329828 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_bicycle 1 93 [{"activity":"on_bicycle","confidence":93},{"activity":"in_vehicle","confidence":5},{"activity":"unknown","confidence":2}]
49 1594077881253 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_bicycle 1 87 [{"activity":"on_bicycle","confidence":87},{"activity":"walking","confidence":12},{"activity":"still","confidence":1}]
50 1594082278338 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 99 [{"activity":"on_foot","confidence":99},{"activity":"unknown","confidence":1}]
51 1594085089288 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 80 [{"activity":"on_foot","confidence":80},{"activity":"in_vehicle","confidence":15},{"activity":"running","confidence":4},{"activity":"unknown","confidence":1}]
52 1594083604829 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 80 [{"activity":"on_foot","confidence":80},{"activity":"in_vehicle","confidence":15},{"activity":"running","confidence":4},{"activity":"unknown","confidence":1}]
53 1594085099383 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun on_foot 2 94 [{"activity":"on_foot","confidence":94},{"activity":"running","confidence":5},{"activity":"unknown","confidence":1}]
54 1594089833084 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun unknown 4 97 [{"activity":"unknown","confidence":97},{"activity":"running","confidence":2},{"activity":"walking","confidence":1}]
55 1594092988804 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 99 [{"activity":"still","confidence":99},{"activity":"unknown","confidence":1}]
56 1594093445402 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun still 3 88 [{"activity":"still","confidence":88},{"activity":"walking","confidence":7},{"activity":"in_vehicle","confidence":4}{"activity":"unknown","confidence":1}]

1
tests/data/raw/test02/phone_applications_foreground_raw.csv
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@ -1 +0,0 @@
timestamp,device_id,package_name,application_name,is_system_app
1 timestamp device_id package_name application_name is_system_app

58
tests/data/raw/test02/phone_battery_raw.csv
View File

@ -1,58 +0,0 @@
timestamp,device_id,battery_status,battery_level,battery_scale,battery_voltage,battery_temperature,battery_adaptor,battery_health,battery_technology
1593576490416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,80,100,4170,23,0,2,Li-ion
1593576683435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,79,100,4094,23,0,2,Li-ion
1593576930630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,78,100,4157,23,0,2,Li-ion
1593577058603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593588030416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,77,100,4170,23,0,2,Li-ion
1593588230435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,78,100,4094,23,0,2,Li-ion
1593588635630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,79,100,4157,23,0,2,Li-ion
1593588635876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,80,100,4157,23,0,2,Li-ion
1593597450123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,80,100,4170,23,0,2,Li-ion
1593597589435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,79,100,4094,23,0,2,Li-ion
1593597739321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,78,100,4157,23,0,2,Li-ion
1593597872456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593605072416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593605232435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593605392679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593605587876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
1593613397416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,74,100,4170,23,0,2,Li-ion
1593613583435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,73,100,4094,23,0,2,Li-ion
1593613783679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,72,100,4157,23,0,2,Li-ion
1593614058876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,71,100,4157,23,0,2,Li-ion
1593618958416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4170,23,0,2,Li-ion
1593619168435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4094,23,0,2,Li-ion
1593619477679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,64,100,4157,23,0,2,Li-ion
1593619687876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,65,100,4157,23,0,2,Li-ion
1593625927416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,64,100,4170,23,0,2,Li-ion
1593626099435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,63,100,4094,23,0,2,Li-ion
1593626229679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,62,100,4157,23,0,2,Li-ion
1593626419876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,61,100,4157,23,0,2,Li-ion
1593634407416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,60,100,4170,23,0,2,Li-ion
1593634677435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,61,100,4094,23,0,2,Li-ion
1593634887679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4157,23,0,2,Li-ion
1593635087876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4157,23,0,2,Li-ion
1593640563123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,60,100,4170,23,0,2,Li-ion
1593640781435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,59,100,4094,23,0,2,Li-ion
1593641054321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,58,100,4157,23,0,2,Li-ion
1593641244456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,57,100,4157,23,0,2,Li-ion
1593648183416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593648312435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593648444679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593648634876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
1593653404416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,74,100,4170,23,0,2,Li-ion
1593653534435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,73,100,4094,23,0,2,Li-ion
1593653723679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,72,100,4157,23,0,2,Li-ion
1593653867876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,71,100,4157,23,0,2,Li-ion
1 timestamp device_id battery_status battery_level battery_scale battery_voltage battery_temperature battery_adaptor battery_health battery_technology
2 1593576490416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 80 100 4170 23 0 2 Li-ion
3 1593576683435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 79 100 4094 23 0 2 Li-ion
4 1593576930630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 78 100 4157 23 0 2 Li-ion
5 1593577058603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
6 1593588030416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 77 100 4170 23 0 2 Li-ion
7 1593588230435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 78 100 4094 23 0 2 Li-ion
8 1593588635630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 79 100 4157 23 0 2 Li-ion
9 1593588635876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 80 100 4157 23 0 2 Li-ion
10 1593597450123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 80 100 4170 23 0 2 Li-ion
11 1593597589435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 79 100 4094 23 0 2 Li-ion
12 1593597739321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 78 100 4157 23 0 2 Li-ion
13 1593597872456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
14 1593605072416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
15 1593605232435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
16 1593605392679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
17 1593605587876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
18 1593613397416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 74 100 4170 23 0 2 Li-ion
19 1593613583435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 73 100 4094 23 0 2 Li-ion
20 1593613783679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 72 100 4157 23 0 2 Li-ion
21 1593614058876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 71 100 4157 23 0 2 Li-ion
22 1593618958416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4170 23 0 2 Li-ion
23 1593619168435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4094 23 0 2 Li-ion
24 1593619477679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 64 100 4157 23 0 2 Li-ion
25 1593619687876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 65 100 4157 23 0 2 Li-ion
26 1593625927416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 64 100 4170 23 0 2 Li-ion
27 1593626099435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 63 100 4094 23 0 2 Li-ion
28 1593626229679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 62 100 4157 23 0 2 Li-ion
29 1593626419876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 61 100 4157 23 0 2 Li-ion
30 1593634407416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 60 100 4170 23 0 2 Li-ion
31 1593634677435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 61 100 4094 23 0 2 Li-ion
32 1593634887679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4157 23 0 2 Li-ion
33 1593635087876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4157 23 0 2 Li-ion
34 1593640563123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 60 100 4170 23 0 2 Li-ion
35 1593640781435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 59 100 4094 23 0 2 Li-ion
36 1593641054321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 58 100 4157 23 0 2 Li-ion
37 1593641244456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 57 100 4157 23 0 2 Li-ion
38 1593648183416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
39 1593648312435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
40 1593648444679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
41 1593648634876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
42 1593653404416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 74 100 4170 23 0 2 Li-ion
43 1593653534435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 73 100 4094 23 0 2 Li-ion
44 1593653723679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 72 100 4157 23 0 2 Li-ion
45 1593653867876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 71 100 4157 23 0 2 Li-ion

15
tests/data/raw/test02/phone_bluetooth_raw.csv
View File

@ -1,15 +0,0 @@
timestamp,device_id,bt_address,bt_name,bt_rssi,label
1593684000123,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe,Phone,-99,1593684000123
1593705599132,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S,Laptop,-87,1593684000123
1593687638321,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-89,1593684000123
1593705600312,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-96,1593705600312
1593727199456,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S,Laptop,-82,1593705600312
1593727200465,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5,,-79,1593727200465
1593748799546,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-88,1593662400789
1593738619564,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-97,1593662400789
1593747525654,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-82,1593662400789
1593733518645,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S,Laptop,-98,1593662400789
1593662400789,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5,,-84,1593662400789
1593683999798,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5,,-99,1593662400789
1593675299879,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e,Speakers,-81,1593662400789
1593665344987,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e,Speakers,-96,1593662400789
1 timestamp device_id bt_address bt_name bt_rssi label
2 1593684000123 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe Phone -99 1593684000123
3 1593705599132 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -87 1593684000123
4 1593687638321 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -89 1593684000123
5 1593705600312 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -96 1593705600312
6 1593727199456 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -82 1593705600312
7 1593727200465 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -79 1593727200465
8 1593748799546 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -88 1593662400789
9 1593738619564 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -97 1593662400789
10 1593747525654 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -82 1593662400789
11 1593733518645 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -98 1593662400789
12 1593662400789 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -84 1593662400789
13 1593683999798 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -99 1593662400789
14 1593675299879 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -81 1593662400789
15 1593665344987 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -96 1593662400789

136
tests/data/raw/test02/phone_calls_raw.csv
View File

@ -1,136 +0,0 @@
timestamp,device_id,call_type,call_duration,trace
1591020025000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,1,0,PnTE2wVL5OwyykjwekUUwhaCHEODWV5lZICBzdyL
1591020045000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2,20,PnTE2wVL5OwyykjwekUUwhaCHEODWV5lZICBzdyL
1591021324000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,1279,PnTE2wVL5OwyykjwekUUwhaCHEODWV5lZICBzdyL
1591019365000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,1,0,BzdyLPnTE2wVL5OwyykjwekUUwhaCHEODWV5lZIC
1591019395000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,30,BzdyLPnTE2wVL5OwyykjwekUUwhaCHEODWV5lZIC
1591009125000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591009145000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2,20,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591010241000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,1096,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1591014777000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3,0,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1591014797000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2,20,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1591015837000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,1040,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1591025270000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3,0,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1591025287000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2,17,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1591026029000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,742,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1591015194000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,1,0,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
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1591039261000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,1,0,4NqSk0WVf7dLniNPciXg3DYB9bzl0KXxPcvxi50Z
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1591039474000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,198,4NqSk0WVf7dLniNPciXg3DYB9bzl0KXxPcvxi50Z
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1591036490000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,30,0AF00XrOYBKFnoU9s1lZQBMCDyVWwIUu7t9FishN
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1591054819000,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,4,1400,YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
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10568
tests/data/raw/test02/phone_conversation_raw.csv
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1
tests/data/raw/test02/phone_light_raw.csv
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@ -1 +0,0 @@
timestamp,device_id,double_light_lux,accuracy,label
1 timestamp device_id double_light_lux accuracy label

31
tests/data/raw/test02/phone_messages_raw.csv
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@ -1,31 +0,0 @@
timestamp,device_id,message_type,trace
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1 timestamp device_id message_type trace
2 1590678031000 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 1 CL7fbZt00s6SCQrraJw1jlkwAFTSiyAISkMPmzng
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15
tests/data/raw/test02/phone_screen_raw.csv
View File

@ -1,15 +0,0 @@
timestamp,device_id,screen_status
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1591020024938,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3
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1591027053831,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3
1591027953954,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2
1591037462512,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3
1591038002938,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2
1591048287050,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3
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1591058578811,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3
1591059718492,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2
1 timestamp device_id screen_status
2 1590994230688 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 3
3 1590994590775 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2
4 1591005411795 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 3
5 1591005831699 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2
6 1591020024938 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 3
7 1591021324531 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2
8 1591027053831 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 3
9 1591027953954 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2
10 1591037462512 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 3
11 1591038002938 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2
12 1591048287050 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 3
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15 1591059718492 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2

15
tests/data/raw/test02/phone_wifi_connected_raw.csv
View File

@ -1,15 +0,0 @@
timestamp,device_id,mac_address,ssid,bssid
1593770400547,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,xfinity,E6:06:DA:AF:F9:91
1593791999289,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,xfinity,E6:06:DA:AF:F9:91
1593774038251,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,CMU-SECURE,D0:B8:2F:EB:0E:F8
1593792000898,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,,3D:12:EC:DE:96:E1
1593813599019,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,eduroam,24:2B:A2:55:8A:E0
1593813600589,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,xfinity,E6:06:DA:AF:F9:91
1593835199588,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,CMU-SECURE,D0:B8:2F:EB:0E:F8
1593825019372,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,eduroam,24:2B:A2:55:8A:E0
1593833925830,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,,3D:12:EC:DE:96:E1
1593819918273,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,,3D:12:EC:DE:96:E1
1593748800099,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,WIRELESS-PITTNET,86:90:7B:8A:3E:43
1593770399772,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,,3D:12:EC:DE:96:E1
1593761699709,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,eduroam,24:2B:A2:55:8A:E0
1593751744305,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,af:13:50:8b:5f:ab,CMU-SECURE,D0:B8:2F:EB:0E:F8
1 timestamp device_id mac_address ssid bssid
2 1593770400547 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab xfinity E6:06:DA:AF:F9:91
3 1593791999289 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab xfinity E6:06:DA:AF:F9:91
4 1593774038251 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab CMU-SECURE D0:B8:2F:EB:0E:F8
5 1593792000898 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
6 1593813599019 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab eduroam 24:2B:A2:55:8A:E0
7 1593813600589 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab xfinity E6:06:DA:AF:F9:91
8 1593835199588 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab CMU-SECURE D0:B8:2F:EB:0E:F8
9 1593825019372 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab eduroam 24:2B:A2:55:8A:E0
10 1593833925830 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
11 1593819918273 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
12 1593748800099 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7B:8A:3E:43
13 1593770399772 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab 3D:12:EC:DE:96:E1
14 1593761699709 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab eduroam 24:2B:A2:55:8A:E0
15 1593751744305 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w af:13:50:8b:5f:ab CMU-SECURE D0:B8:2F:EB:0E:F8

1
tests/data/raw/test02/phone_wifi_visible_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,bssid,ssid,security,frequency,rssi,label
1 timestamp device_id bssid ssid security frequency rssi label

56
tests/data/raw/test02/plugin_ios_activity_recognition_raw.csv
View File

@ -1,56 +0,0 @@
timestamp,device_id,activities,confidence,stationary,walking,running,automotive,cycling,unknown,label
1594011513359,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594009169663,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",0,1,0,0,0,0,0,
1594008233193,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",1,1,0,0,0,0,0,
1594014089214,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,,1,0,0,0,0,0,0,
1594022514638,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,,1,0,0,0,0,0,0,
1594019642710,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,,1,0,0,0,0,0,0,
1594021195186,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,,2,0,0,0,0,0,0,
1594023232802,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,,0,0,0,0,0,0,0,
1594029036619,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",0,1,0,0,0,0,0,
1594026189418,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594030960769,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594029972576,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594032360318,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594029680604,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",0,1,0,0,0,0,0,
1594034061588,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",0,0,1,0,0,0,0,
1594035583131,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",1,0,1,0,0,0,0,
1594036135681,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",1,0,1,0,0,0,0,
1594034330494,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",2,0,1,0,0,0,0,
1594041009481,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",1,0,0,1,0,0,0,
1594039008555,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",0,0,0,1,0,0,0,
1594040542637,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",0,0,0,1,0,0,0,
1594045170488,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",1,1,0,0,1,0,0,
1594044861283,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",1,1,0,0,1,0,0,
1594046775997,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""automotive""]",1,0,0,0,1,0,0,
1594045155284,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",1,1,0,0,1,0,0,
1594048942657,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",1,0,0,1,0,0,0,
1594049953189,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",2,0,0,1,0,0,0,
1594051260258,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",1,0,1,0,0,0,0,
1594054828512,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",1,0,1,0,0,0,0,
1594053652847,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",1,0,0,1,0,0,0,
1594052619496,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",1,0,0,1,0,0,0,
1594059951546,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",0,1,0,0,0,0,0,
1594063934168,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594058448212,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594073582003,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",1,1,0,0,1,0,0,
1594073060268,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",1,1,0,0,1,0,0,
1594072009878,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",2,1,0,0,1,0,0,
1594071273066,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",0,1,0,0,1,0,0,
1594071651364,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""automotive""]",1,0,0,0,1,0,0,
1594072224460,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary"",""automotive""]",0,1,0,0,1,0,0,
1594076125576,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",2,0,1,0,0,0,0,
1594076058465,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",2,0,1,0,0,0,0,
1594076997023,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",1,0,1,0,0,0,0,
1594076477847,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",0,0,1,0,0,0,0,
1594078728766,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""cycling""]",1,0,0,0,0,1,0,
1594078002827,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""cycling""]",0,0,0,0,0,1,0,
1594081329828,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""cycling""]",1,0,0,0,0,1,0,
1594077881253,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""cycling""]",0,0,0,0,0,1,0,
1594082278338,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""walking""]",2,0,1,0,0,0,0,
1594085089288,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",2,0,0,1,0,0,0,
1594083604829,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",2,0,0,1,0,0,0,
1594085099383,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""running""]",1,0,0,1,0,0,0,
1594089833084,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,,2,0,0,0,0,0,0,
1594092988804,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",2,1,0,0,0,0,0,
1594093445402,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,"[""stationary""]",0,1,0,0,0,0,0,
1 timestamp device_id activities confidence stationary walking running automotive cycling unknown label
2 1594011513359 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
3 1594009169663 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 0 1 0 0 0 0 0
4 1594008233193 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 1 1 0 0 0 0 0
5 1594014089214 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 1 0 0 0 0 0 0
6 1594022514638 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 1 0 0 0 0 0 0
7 1594019642710 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 1 0 0 0 0 0 0
8 1594021195186 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2 0 0 0 0 0 0
9 1594023232802 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 0 0 0 0 0 0 0
10 1594029036619 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 0 1 0 0 0 0 0
11 1594026189418 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
12 1594030960769 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
13 1594029972576 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
14 1594032360318 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
15 1594029680604 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 0 1 0 0 0 0 0
16 1594034061588 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 0 0 1 0 0 0 0
17 1594035583131 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 1 0 1 0 0 0 0
18 1594036135681 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 1 0 1 0 0 0 0
19 1594034330494 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 2 0 1 0 0 0 0
20 1594041009481 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 1 0 0 1 0 0 0
21 1594039008555 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 0 0 0 1 0 0 0
22 1594040542637 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 0 0 0 1 0 0 0
23 1594045170488 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 1 1 0 0 1 0 0
24 1594044861283 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 1 1 0 0 1 0 0
25 1594046775997 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["automotive"] 1 0 0 0 1 0 0
26 1594045155284 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 1 1 0 0 1 0 0
27 1594048942657 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 1 0 0 1 0 0 0
28 1594049953189 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 2 0 0 1 0 0 0
29 1594051260258 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 1 0 1 0 0 0 0
30 1594054828512 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 1 0 1 0 0 0 0
31 1594053652847 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 1 0 0 1 0 0 0
32 1594052619496 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 1 0 0 1 0 0 0
33 1594059951546 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 0 1 0 0 0 0 0
34 1594063934168 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
35 1594058448212 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
36 1594073582003 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 1 1 0 0 1 0 0
37 1594073060268 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 1 1 0 0 1 0 0
38 1594072009878 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 2 1 0 0 1 0 0
39 1594071273066 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 0 1 0 0 1 0 0
40 1594071651364 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["automotive"] 1 0 0 0 1 0 0
41 1594072224460 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary","automotive"] 0 1 0 0 1 0 0
42 1594076125576 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 2 0 1 0 0 0 0
43 1594076058465 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 2 0 1 0 0 0 0
44 1594076997023 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 1 0 1 0 0 0 0
45 1594076477847 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 0 0 1 0 0 0 0
46 1594078728766 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["cycling"] 1 0 0 0 0 1 0
47 1594078002827 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["cycling"] 0 0 0 0 0 1 0
48 1594081329828 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["cycling"] 1 0 0 0 0 1 0
49 1594077881253 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["cycling"] 0 0 0 0 0 1 0
50 1594082278338 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["walking"] 2 0 1 0 0 0 0
51 1594085089288 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 2 0 0 1 0 0 0
52 1594083604829 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 2 0 0 1 0 0 0
53 1594085099383 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["running"] 1 0 0 1 0 0 0
54 1594089833084 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w 2 0 0 0 0 0 0
55 1594092988804 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 2 1 0 0 0 0 0
56 1594093445402 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ["stationary"] 0 1 0 0 0 0 0

1
tests/data/raw/test03/phone_applications_foreground_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,package_name,application_name,is_system_app
1 timestamp device_id package_name application_name is_system_app

1
tests/data/raw/test03/phone_battery_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,battery_status,battery_level,battery_scale,battery_voltage,battery_temperature,battery_adaptor,battery_health,battery_technology
1 timestamp device_id battery_status battery_level battery_scale battery_voltage battery_temperature battery_adaptor battery_health battery_technology

1
tests/data/raw/test03/phone_bluetooth_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,bt_address,bt_name,bt_rssi,label
1 timestamp device_id bt_address bt_name bt_rssi label

1
tests/data/raw/test03/phone_calls_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,call_type,call_duration,trace
1 timestamp device_id call_type call_duration trace

1
tests/data/raw/test03/phone_conversation_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,datatype,double_energy,inference,blod_feature,double_convo_start,double_convo_end
1 timestamp device_id datatype double_energy inference blod_feature double_convo_start double_convo_end

1
tests/data/raw/test03/phone_light_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,double_light_lux,accuracy,label
1 timestamp device_id double_light_lux accuracy label

1
tests/data/raw/test03/phone_messages_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,message_type,trace
1 timestamp device_id message_type trace

1
tests/data/raw/test03/phone_screen_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,screen_status
1 timestamp device_id screen_status

1
tests/data/raw/test03/phone_wifi_connected_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,mac_address,ssid,bssid
1 timestamp device_id mac_address ssid bssid

1
tests/data/raw/test03/phone_wifi_visible_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,bssid,ssid,security,frequency,rssi,label
1 timestamp device_id bssid ssid security frequency rssi label

1
tests/data/raw/test03/plugin_google_activity_recognition_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,activity_name,activity_type,confidence,activities
1 timestamp device_id activity_name activity_type confidence activities

1
tests/data/raw/test04/phone_applications_foreground_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,package_name,application_name,is_system_app
1 timestamp device_id package_name application_name is_system_app

1
tests/data/raw/test04/phone_battery_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,battery_status,battery_level,battery_scale,battery_voltage,battery_temperature,battery_adaptor,battery_health,battery_technology
1 timestamp device_id battery_status battery_level battery_scale battery_voltage battery_temperature battery_adaptor battery_health battery_technology

1
tests/data/raw/test04/phone_bluetooth_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,bt_address,bt_name,bt_rssi,label
1 timestamp device_id bt_address bt_name bt_rssi label

1
tests/data/raw/test04/phone_calls_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,call_type,call_duration,trace
1 timestamp device_id call_type call_duration trace

1
tests/data/raw/test04/phone_conversation_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,datatype,double_energy,inference,blod_feature,double_convo_start,double_convo_end
1 timestamp device_id datatype double_energy inference blod_feature double_convo_start double_convo_end

1
tests/data/raw/test04/phone_light_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,double_light_lux,accuracy,label
1 timestamp device_id double_light_lux accuracy label

1
tests/data/raw/test04/phone_messages_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,message_type,trace
1 timestamp device_id message_type trace

1
tests/data/raw/test04/phone_screen_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,screen_status
1 timestamp device_id screen_status

1
tests/data/raw/test04/phone_wifi_connected_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,mac_address,ssid,bssid
1 timestamp device_id mac_address ssid bssid

1
tests/data/raw/test04/phone_wifi_visible_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,bssid,ssid,security,frequency,rssi,label
1 timestamp device_id bssid ssid security frequency rssi label

1
tests/data/raw/test04/plugin_ios_activity_recognition_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,activities,confidence,stationary,walking,running,automotive,cycling,unknown,label
1 timestamp device_id activities confidence stationary walking running automotive cycling unknown label

53
tests/data/raw/test05/phone_applications_foreground_raw.csv
View File

@ -1,53 +0,0 @@
timestamp,device_id,package_name,application_name,is_system_app
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.supercell.clashofclans,Clash of Clans,0
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.supercell.clashofclans,Clash of Clans,0
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gm,Gmail,0
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.fitbit.FitbitMobile,Fitbit,0
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gm,Gmail,0
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.fitbit.FitbitMobile,Fitbit,0
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gm,Gmail,0
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.supercell.clashofclans,Clash of Clans,0
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gm,Gmail,0
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.fitbit.FitbitMobile,Fitbit,0
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gm,Gmail,0
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.fitbit.FitbitMobile,Fitbit,0
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.netflix.mediaclient,Netflix,0
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.supercell.clashofclans,Clash of Clans,0
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.supercell.clashofclans,Clash of Clans,0
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.youtube,Youtube,0
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.youtube,Youtube,0
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.aware.plugin.upmc.cancer,AWARE,0
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.aware.plugin.upmc.cancer,AWARE,0
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.apps.youtube.creator,Youtube Video Creater,0
1602559800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1602559800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.youtube,Youtube,0
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.youtube,Youtube,0
1602561599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1602561599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,tv.twitch.android.app,Twitch,0
1602561600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602561600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602563400000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.google.android.gms,Google,1
1602563500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,com.facebook.moments,Facebook Moments,0
1 timestamp device_id package_name application_name is_system_app
2 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
3 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
4 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
5 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
6 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
7 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
8 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
9 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.supercell.clashofclans Clash of Clans 0
10 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
11 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.supercell.clashofclans Clash of Clans 0
12 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
13 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
14 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gm Gmail 0
15 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
16 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.fitbit.FitbitMobile Fitbit 0
17 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gm Gmail 0
18 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
19 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.fitbit.FitbitMobile Fitbit 0
20 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gm Gmail 0
21 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.supercell.clashofclans Clash of Clans 0
22 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
23 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gm Gmail 0
24 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.fitbit.FitbitMobile Fitbit 0
25 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gm Gmail 0
26 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.fitbit.FitbitMobile Fitbit 0
27 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.netflix.mediaclient Netflix 0
28 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.supercell.clashofclans Clash of Clans 0
29 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.supercell.clashofclans Clash of Clans 0
30 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.youtube Youtube 0
31 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.youtube Youtube 0
32 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
33 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
34 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
35 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
36 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
37 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
38 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.aware.plugin.upmc.cancer AWARE 0
39 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
40 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.aware.plugin.upmc.cancer AWARE 0
41 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.apps.youtube.creator Youtube Video Creater 0
42 1602559800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
43 1602559800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
44 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
45 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.youtube Youtube 0
46 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
47 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.youtube Youtube 0
48 1602561599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0
49 1602561599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun tv.twitch.android.app Twitch 0
50 1602561600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
51 1602561600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
52 1602563400000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.google.android.gms Google 1
53 1602563500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun com.facebook.moments Facebook Moments 0

49
tests/data/raw/test05/phone_battery_raw.csv
View File

@ -1,49 +0,0 @@
timestamp,device_id,battery_status,battery_level,battery_scale,battery_voltage,battery_temperature,battery_adaptor,battery_health,battery_technology
1593576490416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,80,100,4170,23,0,2,Li-ion
1593576683435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,79,100,4094,23,0,2,Li-ion
1593576930630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,78,100,4157,23,0,2,Li-ion
1593577058603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,77,100,4157,23,0,2,Li-ion
1593581260603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593588030416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,77,100,4170,23,0,2,Li-ion
1593588230435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,78,100,4094,23,0,2,Li-ion
1593588635630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,79,100,4157,23,0,2,Li-ion
1593588635876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,80,100,4157,23,0,2,Li-ion
1593597450123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,80,100,4170,23,0,2,Li-ion
1593597589435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,79,100,4094,23,0,2,Li-ion
1593597739321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,78,100,4157,23,0,2,Li-ion
1593597872456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,77,100,4157,23,0,2,Li-ion
1593605072416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593605232435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593605392679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593605587876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
1593609187603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,75,100,4157,23,0,2,Li-ion
1593613397416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,74,100,4170,23,0,2,Li-ion
1593613583435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,73,100,4094,23,0,2,Li-ion
1593613783679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,72,100,4157,23,0,2,Li-ion
1593614058876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,71,100,4157,23,0,2,Li-ion
1593618958416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4170,23,0,2,Li-ion
1593619168435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4094,23,0,2,Li-ion
1593619477679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,64,100,4157,23,0,2,Li-ion
1593619687876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,65,100,4157,23,0,2,Li-ion
1593625927416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,64,100,4170,23,0,2,Li-ion
1593626099435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,63,100,4094,23,0,2,Li-ion
1593626229679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,62,100,4157,23,0,2,Li-ion
1593626419876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,61,100,4157,23,0,2,Li-ion
1593630629603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
1593634407416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,60,100,4170,23,0,2,Li-ion
1593634677435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,61,100,4094,23,0,2,Li-ion
1593634887679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4157,23,0,2,Li-ion
1593635087876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4157,23,0,2,Li-ion
1593640563123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,60,100,4170,23,0,2,Li-ion
1593640781435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,59,100,4094,23,0,2,Li-ion
1593641054321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,58,100,4157,23,0,2,Li-ion
1593641244456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,57,100,4157,23,0,2,Li-ion
1593648183416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593648312435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593648444679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593648634876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
1593651044603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,75,100,4157,23,0,2,Li-ion
1593653404416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,74,100,4170,23,0,2,Li-ion
1593653534435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,73,100,4094,23,0,2,Li-ion
1593653723679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,72,100,4157,23,0,2,Li-ion
1593653867876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,71,100,4157,23,0,2,Li-ion
1 timestamp device_id battery_status battery_level battery_scale battery_voltage battery_temperature battery_adaptor battery_health battery_technology
2 1593576490416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 80 100 4170 23 0 2 Li-ion
3 1593576683435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 79 100 4094 23 0 2 Li-ion
4 1593576930630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 78 100 4157 23 0 2 Li-ion
5 1593577058603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 77 100 4157 23 0 2 Li-ion
6 1593581260603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
7 1593588030416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 77 100 4170 23 0 2 Li-ion
8 1593588230435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 78 100 4094 23 0 2 Li-ion
9 1593588635630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 79 100 4157 23 0 2 Li-ion
10 1593588635876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 80 100 4157 23 0 2 Li-ion
11 1593597450123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 80 100 4170 23 0 2 Li-ion
12 1593597589435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 79 100 4094 23 0 2 Li-ion
13 1593597739321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 78 100 4157 23 0 2 Li-ion
14 1593597872456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 77 100 4157 23 0 2 Li-ion
15 1593605072416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
16 1593605232435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
17 1593605392679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
18 1593605587876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
19 1593609187603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 75 100 4157 23 0 2 Li-ion
20 1593613397416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 74 100 4170 23 0 2 Li-ion
21 1593613583435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 73 100 4094 23 0 2 Li-ion
22 1593613783679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 72 100 4157 23 0 2 Li-ion
23 1593614058876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 71 100 4157 23 0 2 Li-ion
24 1593618958416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4170 23 0 2 Li-ion
25 1593619168435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4094 23 0 2 Li-ion
26 1593619477679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 64 100 4157 23 0 2 Li-ion
27 1593619687876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 65 100 4157 23 0 2 Li-ion
28 1593625927416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 64 100 4170 23 0 2 Li-ion
29 1593626099435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 63 100 4094 23 0 2 Li-ion
30 1593626229679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 62 100 4157 23 0 2 Li-ion
31 1593626419876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 61 100 4157 23 0 2 Li-ion
32 1593630629603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
33 1593634407416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 60 100 4170 23 0 2 Li-ion
34 1593634677435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 61 100 4094 23 0 2 Li-ion
35 1593634887679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4157 23 0 2 Li-ion
36 1593635087876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4157 23 0 2 Li-ion
37 1593640563123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 60 100 4170 23 0 2 Li-ion
38 1593640781435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 59 100 4094 23 0 2 Li-ion
39 1593641054321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 58 100 4157 23 0 2 Li-ion
40 1593641244456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 57 100 4157 23 0 2 Li-ion
41 1593648183416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
42 1593648312435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
43 1593648444679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
44 1593648634876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
45 1593651044603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 75 100 4157 23 0 2 Li-ion
46 1593653404416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 74 100 4170 23 0 2 Li-ion
47 1593653534435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 73 100 4094 23 0 2 Li-ion
48 1593653723679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 72 100 4157 23 0 2 Li-ion
49 1593653867876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 71 100 4157 23 0 2 Li-ion

15
tests/data/raw/test05/phone_bluetooth_raw.csv
View File

@ -1,15 +0,0 @@
timestamp,device_id,bt_address,bt_name,bt_rssi,label
1593684000123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-92,1593684000123
1593705599321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-79,1593684000123
1593687638456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-96,1593684000123
1593705600654,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-92,1593705600654
1593727199546,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4B:2C:AA:88:1B,Smart TV,-95,1593705600654
1593727200564,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,F5:F6:EC:8D:6C,Laptop,-88,1593727200564
1593748799465,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-91,1593727200564
1593738619645,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,10:6F:61:E4:A9,Speakers,-90,1593727200564
1593747525789,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-84,1593727200564
1593733518987,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,A6:93:AF:8C:36,Phone,-78,1593727200564
1593662400798,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,7E:D1:4E:80:2B,,-76,1593662400798
1593683999978,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,F5:F6:EC:8D:6C,Laptop,-97,1593662400798
1593675299879,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,10:6F:61:E4:A9,Speakers,-93,1593662400798
1593665344132,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4B:2C:AA:88:1B,Smart TV,-94,1593662400798
1 timestamp device_id bt_address bt_name bt_rssi label
2 1593684000123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -92 1593684000123
3 1593705599321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -79 1593684000123
4 1593687638456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -96 1593684000123
5 1593705600654 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -92 1593705600654
6 1593727199546 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4B:2C:AA:88:1B Smart TV -95 1593705600654
7 1593727200564 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun F5:F6:EC:8D:6C Laptop -88 1593727200564
8 1593748799465 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -91 1593727200564
9 1593738619645 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 10:6F:61:E4:A9 Speakers -90 1593727200564
10 1593747525789 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -84 1593727200564
11 1593733518987 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun A6:93:AF:8C:36 Phone -78 1593727200564
12 1593662400798 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 7E:D1:4E:80:2B -76 1593662400798
13 1593683999978 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun F5:F6:EC:8D:6C Laptop -97 1593662400798
14 1593675299879 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 10:6F:61:E4:A9 Speakers -93 1593662400798
15 1593665344132 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4B:2C:AA:88:1B Smart TV -94 1593662400798

37
tests/data/raw/test05/phone_calls_raw.csv
View File

@ -1,37 +0,0 @@
timestamp,device_id,call_type,call_duration,trace
1601564701000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1299,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1601572412000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1601586664000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1116,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601558148000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1060,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1601556542000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,759,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1601587579000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,667,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
1601560709000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,213,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601577767000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1289,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601559886000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,0AF00XrOYBKFnoU9s1lZQBMCDyVWwIUu7t9FishN
1601572446000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,662,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601573683000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1053,6qWi08psbtFbnl0GxVYlAoG7e9X81JfYggNULsFh
1601550182000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1186,6uW0vSbblda04AgPYlUMjaOBJ6vHdoeyCVy2xMcE
1601570872000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1157,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
1601575811000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1719,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601547211000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1421,YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
1601584838000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1224,ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
1601588772000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1543,TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
1601547698000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601585755000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601548086000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601552567000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1331,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601560974000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,970,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601570446000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601574684000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,439,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601579964000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1299,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1601553154000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
1601576526000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1116,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601589399000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1060,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1601570871000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,759,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1601561374000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,667,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
1601573260000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1157,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
1601579886000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1719,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601558485000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1421,YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
1601561847000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,1,1224,ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
1601587632000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,2,1543,TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
1601582177000,tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1 timestamp device_id call_type call_duration trace
2 1601564701000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1299 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
3 1601572412000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
4 1601586664000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1116 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
5 1601558148000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1060 cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
6 1601556542000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 759 1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
7 1601587579000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 667 JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
8 1601560709000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 213 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
9 1601577767000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1289 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
10 1601559886000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 0AF00XrOYBKFnoU9s1lZQBMCDyVWwIUu7t9FishN
11 1601572446000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 662 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
12 1601573683000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1053 6qWi08psbtFbnl0GxVYlAoG7e9X81JfYggNULsFh
13 1601550182000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1186 6uW0vSbblda04AgPYlUMjaOBJ6vHdoeyCVy2xMcE
14 1601570872000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1157 jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
15 1601575811000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1719 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
16 1601547211000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1421 YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
17 1601584838000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1224 ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
18 1601588772000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1543 TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
19 1601547698000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
20 1601585755000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
21 1601548086000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
22 1601552567000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1331 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
23 1601560974000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 970 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
24 1601570446000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
25 1601574684000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 439 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
26 1601579964000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1299 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
27 1601553154000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5
28 1601576526000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1116 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
29 1601589399000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1060 cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
30 1601570871000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 759 1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
31 1601561374000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 667 JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
32 1601573260000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1157 jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
33 1601579886000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1719 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
34 1601558485000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1421 YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y
35 1601561847000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 1 1224 ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P
36 1601587632000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 2 1543 TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7
37 1601582177000 tOmCKs02-4GfR-G5I6-7iKL-wYESbVwIMBun 3 0 ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP

7423
tests/data/raw/test05/phone_conversation_raw.csv
View File

File diff suppressed because it is too large Load Diff

13
tests/data/raw/test05/phone_light_raw.csv
View File

@ -1,13 +0,0 @@
timestamp,device_id,double_light_lux,accuracy,label
1601251199000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,472.52,3,
1601164800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,37252,3,
1601164800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,90298,3,
1601164860000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,114615,3,
1601166599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,97656,3,
1601166600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,90625,3,
1601166601000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,24414,3,
1601179199000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,10351,3,
1601179200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,15258,3,
1601179201000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1469,3,
1601182801000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0,3,
1601182811000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0,3,
1 timestamp device_id double_light_lux accuracy label
2 1601251199000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 472.52 3
3 1601164800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 37252 3
4 1601164800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 90298 3
5 1601164860000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 114615 3
6 1601166599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 97656 3
7 1601166600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 90625 3
8 1601166601000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 24414 3
9 1601179199000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 10351 3
10 1601179200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 15258 3
11 1601179201000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1469 3
12 1601182801000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0 3
13 1601182811000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0 3

23
tests/data/raw/test05/phone_messages_raw.csv
View File

@ -1,23 +0,0 @@
timestamp,device_id,message_type,trace
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602559800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602561599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
1602561600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
1602563400000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
1 timestamp device_id message_type trace
2 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
3 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr
4 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
5 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs
6 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
7 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 5omWkSnUUoJ2T5maLRAO7SjxOLFB1CfccmPDhJOo
8 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
9 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
10 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
11 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 89aUD0LNMBeDldSCjXKq4CRJzpu3ntG42XM8o0iY
12 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
13 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om
14 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
15 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
16 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 FVPAjfv1ZLVs6vqxsqVeBJ1afdbUBXuZ7dByKned
17 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
18 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
19 1602559800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
20 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
21 1602561599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr
22 1602561600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 1 t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ
23 1602563400000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr

33
tests/data/raw/test05/phone_wifi_connected_raw.csv
View File

@ -1,33 +0,0 @@
timestamp,device_id,mac_address,ssid,bssid
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,Stewart Family,0D:FB:75:AA:43:0A
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,Fios-H4S9a,48:6B:8C:51:08:F2
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,Stewart Family,0D:FB:75:AA:43:0A
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,Fios-H4S9a,48:6B:8C:51:08:F2
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,Galactica,E6:4C:9A:3F:D0:1B
1602559800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,NETGEAR07,EF:E7:56:4A:F4:1D
1602563400000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,Stewart Family,0D:FB:75:AA:43:0A
1602561599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,Galactica,E6:4C:9A:3F:D0:1B
1602561600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,WIRELESS-PITTNET,86:90:7b:8a:3e:43
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,CMU-SECURE,d0:b8:2f:eb:0e:f8
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,,3d:12:ec:de:96:e1
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,WIRELESS-PITTNET,86:90:7b:8a:3e:43
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,,3d:12:ec:de:96:e1
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,WIRELESS-PITTNET,86:90:7b:8a:3e:43
1602559800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,eduroam,24:2b:a2:55:8a:e0
1602563400000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,CMU-SECURE,d0:b8:2f:eb:0e:f8
1602561599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
1602561600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
1 timestamp device_id mac_address ssid bssid
2 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
3 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
4 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
5 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
6 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
7 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
8 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
9 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab Fios-H4S9a 48:6B:8C:51:08:F2
10 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
11 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
12 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
13 1602559800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
14 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab NETGEAR07 EF:E7:56:4A:F4:1D
15 1602563400000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab Stewart Family 0D:FB:75:AA:43:0A
16 1602561599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab Galactica E6:4C:9A:3F:D0:1B
17 1602561600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B
18 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
19 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
20 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
21 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab CMU-SECURE d0:b8:2f:eb:0e:f8
22 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab 3d:12:ec:de:96:e1
23 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
24 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
25 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab 3d:12:ec:de:96:e1
26 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
27 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
28 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab WIRELESS-PITTNET 86:90:7b:8a:3e:43
29 1602559800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
30 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab eduroam 24:2b:a2:55:8a:e0
31 1602563400000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab CMU-SECURE d0:b8:2f:eb:0e:f8
32 1602561599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab xfinity e6:06:da:af:f9:91
33 1602561600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun af:13:50:8b:5f:ab HOME-1234 E0:A9:8A:1E:48:1B

33
tests/data/raw/test05/phone_wifi_visible_raw.csv
View File

@ -1,33 +0,0 @@
timestamp,device_id,bssid,ssid,security,frequency,rssi,label
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,E0:A9:8A:1E:48:1B,HOME-1234,[WPA2-EAP-CCMP][ESS],5805,-95,
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,E0:A9:8A:1E:48:1B,HOME-1234,[WPA2-EAP-CCMP][ESS],5180,-93,
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0D:FB:75:AA:43:0A,Stewart Family,[WPA2-EAP-CCMP][ESS],5765,-83,
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,EF:E7:56:4A:F4:1D,NETGEAR07,[WPA2-EAP-CCMP][ESS],5765,-97,
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,48:6B:8C:51:08:F2,Fios-H4S9a,[WPA2-EAP-CCMP][ESS],5765,-98,
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,E0:A9:8A:1E:48:1B,HOME-1234,[WPA2-EAP-CCMP][ESS],5765,-79,
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0D:FB:75:AA:43:0A,Stewart Family,[WPA2-EAP-CCMP][ESS],5765,-80,
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,48:6B:8C:51:08:F2,Fios-H4S9a,[WPA2-EAP-CCMP][ESS],5180,-82,
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,EF:E7:56:4A:F4:1D,NETGEAR07,[WPA2-EAP-CCMP][ESS],5180,-92,
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,EF:E7:56:4A:F4:1D,NETGEAR07,[WPA2-EAP-CCMP][ESS],5805,-84,
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,E6:4C:9A:3F:D0:1B,Galactica,[WPA2-EAP-CCMP][ESS],5765,-91,
1602559800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,EF:E7:56:4A:F4:1D,NETGEAR07,[WPA2-EAP-CCMP][ESS],5805,-100,
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,EF:E7:56:4A:F4:1D,NETGEAR07,[WPA2-EAP-CCMP][ESS],5765,-75,
1602563400000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,0D:FB:75:AA:43:0A,Stewart Family,[WPA2-EAP-CCMP][ESS],5180,-93,
1602561599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,E6:4C:9A:3F:D0:1B,Galactica,[WPA2-EAP-CCMP][ESS],5765,-80,
1602561600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,E0:A9:8A:1E:48:1B,HOME-1234,[WPA2-EAP-CCMP][ESS],,,
1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],,,
1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,86:90:7b:8a:3e:43,WIRELESS-PITTNET,[WPA2-EAP-CCMP][ESS],,,
1602476999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],,,
1602477000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,d0:b8:2f:eb:0e:f8,CMU-SECURE,[WPA2-EAP-CCMP][ESS],,,
1602478000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3d:12:ec:de:96:e1,,[WPA2-EAP-CCMP][ESS],,,
1602480500000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],,,
1602478799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,86:90:7b:8a:3e:43,WIRELESS-PITTNET,[WPA2-EAP-CCMP][ESS],,,
1602478800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3d:12:ec:de:96:e1,,[WPA2-EAP-CCMP][ESS],,,
1602558000000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],,,
1602558799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],,,
1602559799000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,86:90:7b:8a:3e:43,WIRELESS-PITTNET,[WPA2-EAP-CCMP][ESS],,,
1602559800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],,,
1602560800000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,24:2b:a2:55:8a:e0,eduroam,[WPA2-EAP-CCMP][ESS],,,
1602563400000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,d0:b8:2f:eb:0e:f8,CMU-SECURE,[WPA2-EAP-CCMP][ESS],,,
1602561599000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,e6:06:da:af:f9:91,xfinity,[WPA2-EAP-CCMP][ESS],,,
1602561600000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,E0:A9:8A:1E:48:1B,HOME-1234,,,,
1 timestamp device_id bssid ssid security frequency rssi label
2 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS] 5805 -95
3 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS] 5180 -93
4 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0D:FB:75:AA:43:0A Stewart Family [WPA2-EAP-CCMP][ESS] 5765 -83
5 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5765 -97
6 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 48:6B:8C:51:08:F2 Fios-H4S9a [WPA2-EAP-CCMP][ESS] 5765 -98
7 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS] 5765 -79
8 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0D:FB:75:AA:43:0A Stewart Family [WPA2-EAP-CCMP][ESS] 5765 -80
9 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 48:6B:8C:51:08:F2 Fios-H4S9a [WPA2-EAP-CCMP][ESS] 5180 -82
10 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5180 -92
11 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5805 -84
12 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun E6:4C:9A:3F:D0:1B Galactica [WPA2-EAP-CCMP][ESS] 5765 -91
13 1602559800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5805 -100
14 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun EF:E7:56:4A:F4:1D NETGEAR07 [WPA2-EAP-CCMP][ESS] 5765 -75
15 1602563400000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 0D:FB:75:AA:43:0A Stewart Family [WPA2-EAP-CCMP][ESS] 5180 -93
16 1602561599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun E6:4C:9A:3F:D0:1B Galactica [WPA2-EAP-CCMP][ESS] 5765 -80
17 1602561600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun E0:A9:8A:1E:48:1B HOME-1234 [WPA2-EAP-CCMP][ESS]
18 1602475200000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
19 1602475999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS]
20 1602476999000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
21 1602477000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS]
22 1602478000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS]
23 1602480500000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
24 1602478799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS]
25 1602478800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3d:12:ec:de:96:e1 [WPA2-EAP-CCMP][ESS]
26 1602558000000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
27 1602558799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
28 1602559799000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 86:90:7b:8a:3e:43 WIRELESS-PITTNET [WPA2-EAP-CCMP][ESS]
29 1602559800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
30 1602560800000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 24:2b:a2:55:8a:e0 eduroam [WPA2-EAP-CCMP][ESS]
31 1602563400000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun d0:b8:2f:eb:0e:f8 CMU-SECURE [WPA2-EAP-CCMP][ESS]
32 1602561599000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun e6:06:da:af:f9:91 xfinity [WPA2-EAP-CCMP][ESS]
33 1602561600000 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun E0:A9:8A:1E:48:1B HOME-1234

1
tests/data/raw/test06/phone_applications_foreground_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,package_name,application_name,is_system_app
1 timestamp device_id package_name application_name is_system_app

58
tests/data/raw/test06/phone_battery_raw.csv
View File

@ -1,58 +0,0 @@
timestamp,device_id,battery_status,battery_level,battery_scale,battery_voltage,battery_temperature,battery_adaptor,battery_health,battery_technology
1593576490416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,80,100,4170,23,0,2,Li-ion
1593576683435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,79,100,4094,23,0,2,Li-ion
1593576930630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,78,100,4157,23,0,2,Li-ion
1593577058603,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,77,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593588030416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,77,100,4170,23,0,2,Li-ion
1593588230435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,78,100,4094,23,0,2,Li-ion
1593588635630,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,79,100,4157,23,0,2,Li-ion
1593588635876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,80,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593597450123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,80,100,4170,23,0,2,Li-ion
1593597589435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,79,100,4094,23,0,2,Li-ion
,,,,,,,,,
1593597739321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,78,100,4157,23,0,2,Li-ion
1593597872456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,3,77,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593605072416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593605232435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593605392679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593605587876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593613397416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,74,100,4170,23,0,2,Li-ion
1593613583435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,73,100,4094,23,0,2,Li-ion
1593613783679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,72,100,4157,23,0,2,Li-ion
1593614058876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,71,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593618958416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4170,23,0,2,Li-ion
1593619168435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4094,23,0,2,Li-ion
,,,,,,,,,
1593619477679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,64,100,4157,23,0,2,Li-ion
1593619687876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,65,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593625927416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,64,100,4170,23,0,2,Li-ion
1593626099435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,63,100,4094,23,0,2,Li-ion
1593626229679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,62,100,4157,23,0,2,Li-ion
1593626419876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,61,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593634407416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,60,100,4170,23,0,2,Li-ion
1593634677435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,61,100,4094,23,0,2,Li-ion
1593634887679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,62,100,4157,23,0,2,Li-ion
1593635087876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,63,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593640563123,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,60,100,4170,23,0,2,Li-ion
1593640781435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,59,100,4094,23,0,2,Li-ion
,,,,,,,,,
1593641054321,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,58,100,4157,23,0,2,Li-ion
1593641244456,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,57,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593648183416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,72,100,4170,23,0,2,Li-ion
1593648312435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,73,100,4094,23,0,2,Li-ion
1593648444679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,74,100,4157,23,0,2,Li-ion
1593648634876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,75,100,4157,23,0,2,Li-ion
,,,,,,,,,
1593653404416,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,74,100,4170,23,0,2,Li-ion
1593653534435,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,73,100,4094,23,0,2,Li-ion
1593653723679,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,72,100,4157,23,0,2,Li-ion
1593653867876,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,4,71,100,4157,23,0,2,Li-ion
1 timestamp device_id battery_status battery_level battery_scale battery_voltage battery_temperature battery_adaptor battery_health battery_technology
2 1593576490416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 80 100 4170 23 0 2 Li-ion
3 1593576683435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 79 100 4094 23 0 2 Li-ion
4 1593576930630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 78 100 4157 23 0 2 Li-ion
5 1593577058603 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 77 100 4157 23 0 2 Li-ion
6
7 1593588030416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 77 100 4170 23 0 2 Li-ion
8 1593588230435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 78 100 4094 23 0 2 Li-ion
9 1593588635630 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 79 100 4157 23 0 2 Li-ion
10 1593588635876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 80 100 4157 23 0 2 Li-ion
11
12 1593597450123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 80 100 4170 23 0 2 Li-ion
13 1593597589435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 79 100 4094 23 0 2 Li-ion
14
15 1593597739321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 78 100 4157 23 0 2 Li-ion
16 1593597872456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 3 77 100 4157 23 0 2 Li-ion
17
18 1593605072416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
19 1593605232435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
20 1593605392679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
21 1593605587876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
22
23 1593613397416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 74 100 4170 23 0 2 Li-ion
24 1593613583435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 73 100 4094 23 0 2 Li-ion
25 1593613783679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 72 100 4157 23 0 2 Li-ion
26 1593614058876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 71 100 4157 23 0 2 Li-ion
27
28 1593618958416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4170 23 0 2 Li-ion
29 1593619168435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4094 23 0 2 Li-ion
30
31 1593619477679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 64 100 4157 23 0 2 Li-ion
32 1593619687876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 65 100 4157 23 0 2 Li-ion
33
34 1593625927416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 64 100 4170 23 0 2 Li-ion
35 1593626099435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 63 100 4094 23 0 2 Li-ion
36 1593626229679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 62 100 4157 23 0 2 Li-ion
37 1593626419876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 61 100 4157 23 0 2 Li-ion
38
39 1593634407416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 60 100 4170 23 0 2 Li-ion
40 1593634677435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 61 100 4094 23 0 2 Li-ion
41 1593634887679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 62 100 4157 23 0 2 Li-ion
42 1593635087876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 63 100 4157 23 0 2 Li-ion
43
44 1593640563123 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 60 100 4170 23 0 2 Li-ion
45 1593640781435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 59 100 4094 23 0 2 Li-ion
46
47 1593641054321 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 58 100 4157 23 0 2 Li-ion
48 1593641244456 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 57 100 4157 23 0 2 Li-ion
49
50 1593648183416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 72 100 4170 23 0 2 Li-ion
51 1593648312435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 73 100 4094 23 0 2 Li-ion
52 1593648444679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 74 100 4157 23 0 2 Li-ion
53 1593648634876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 2 75 100 4157 23 0 2 Li-ion
54
55 1593653404416 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 74 100 4170 23 0 2 Li-ion
56 1593653534435 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 73 100 4094 23 0 2 Li-ion
57 1593653723679 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 72 100 4157 23 0 2 Li-ion
58 1593653867876 wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun 4 71 100 4157 23 0 2 Li-ion

15
tests/data/raw/test06/phone_bluetooth_raw.csv
View File

@ -1,15 +0,0 @@
timestamp,device_id,bt_address,bt_name,bt_rssi,label
1593684000123,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe,Phone,-99,1593684000123
1593705599132,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S,Laptop,-87,1593684000123
1593687638321,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-89,1593684000123
1593705600312,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-96,1593705600312
1593727199456,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S,Laptop,-82,1593705600312
1593727200465,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5,,-79,1593727200465
1593748799546,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-88,1593662400789
1593738619564,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-97,1593662400789
1593747525654,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V,Smart TV,-82,1593662400789
1593733518645,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S,Laptop,-98,1593662400789
1593662400789,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5,,-84,1593662400789
1593683999798,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5,,-99,1593662400789
1593675299879,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e,Speakers,-81,1593662400789
1593665344987,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e,Speakers,-96,1593662400789
1 timestamp device_id bt_address bt_name bt_rssi label
2 1593684000123 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w qaRo3mcQ-m0aJ-awAa-ACT9-6HcxDD26tsxe Phone -99 1593684000123
3 1593705599132 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -87 1593684000123
4 1593687638321 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -89 1593684000123
5 1593705600312 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -96 1593705600312
6 1593727199456 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -82 1593705600312
7 1593727200465 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -79 1593727200465
8 1593748799546 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -88 1593662400789
9 1593738619564 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -97 1593662400789
10 1593747525654 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w R3cS8NPr-f43b-sIKF-fEjr-oRHjMuwzYX1V Smart TV -82 1593662400789
11 1593733518645 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w ed0moSsY-5Qzi-4kDS-tAyj-eiTUK3LmEG9S Laptop -98 1593662400789
12 1593662400789 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -84 1593662400789
13 1593683999798 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w skYoi2Iy-Hk69-45Ss-mMEc-mdSt0Xi4iwA5 -99 1593662400789
14 1593675299879 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -81 1593662400789
15 1593665344987 7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w An2oCwIE-LOSJ-teZQ-Bjls-VTgbq1wmTA1e Speakers -96 1593662400789

101
tests/data/raw/test06/phone_calls_raw.csv
View File

@ -1,101 +0,0 @@
timestamp,device_id,call_type,call_duration,trace
1601564701000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,1,0,PnTE2wVL5OwyykjwekUUwhaCHEODWV5lZICBzdyL
1601564721000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,20,PnTE2wVL5OwyykjwekUUwhaCHEODWV5lZICBzdyL
1601566000000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,1279,PnTE2wVL5OwyykjwekUUwhaCHEODWV5lZICBzdyL
1601572412000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,1,0,BzdyLPnTE2wVL5OwyykjwekUUwhaCHEODWV5lZIC
1601572442000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,30,BzdyLPnTE2wVL5OwyykjwekUUwhaCHEODWV5lZIC
1601586664000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601586684000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,20,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601587780000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,1096,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP
1601558148000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,3,0,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1601558168000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,20,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1601559208000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,1040,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S
1601556542000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,3,0,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1601556559000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,17,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1601557301000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,742,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF
1601587579000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,1,0,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
1601587589000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,10,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
1601588246000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,657,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4
1601560709000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,1,0,4NqSk0WVf7dLniNPciXg3DYB9bzl0KXxPcvxi50Z
1601560726000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,15,4NqSk0WVf7dLniNPciXg3DYB9bzl0KXxPcvxi50Z
1601560924000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,198,4NqSk0WVf7dLniNPciXg3DYB9bzl0KXxPcvxi50Z
1601577767000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,3,0,Pcvxi50Z4NqSk0WVf7dLniNPciXg3DYB9bzl0KXx
1601577777000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,10,Pcvxi50Z4NqSk0WVf7dLniNPciXg3DYB9bzl0KXx
1601579056000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,1279,Pcvxi50Z4NqSk0WVf7dLniNPciXg3DYB9bzl0KXx
1601559886000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,3,0,0AF00XrOYBKFnoU9s1lZQBMCDyVWwIUu7t9FishN
1601559916000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,30,0AF00XrOYBKFnoU9s1lZQBMCDyVWwIUu7t9FishN
1601572446000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,1,0,l0KXxPcvxi50Z4NqSk0WVf7dLniNPciXg3DYB9bz
1601572458000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,12,l0KXxPcvxi50Z4NqSk0WVf7dLniNPciXg3DYB9bz
1601573108000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,650,l0KXxPcvxi50Z4NqSk0WVf7dLniNPciXg3DYB9bz
1601573683000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,1,0,6qWi08psbtFbnl0GxVYlAoG7e9X81JfYggNULsFh
1601573696000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,13,6qWi08psbtFbnl0GxVYlAoG7e9X81JfYggNULsFh
1601574736000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,1040,6qWi08psbtFbnl0GxVYlAoG7e9X81JfYggNULsFh
1601550182000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,3,0,6uW0vSbblda04AgPYlUMjaOBJ6vHdoeyCVy2xMcE
1601550198000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,16,6uW0vSbblda04AgPYlUMjaOBJ6vHdoeyCVy2xMcE
1601551368000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,1170,6uW0vSbblda04AgPYlUMjaOBJ6vHdoeyCVy2xMcE
1601570872000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,1,0,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
1601570889000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,2,17,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
1601572029000,3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w,4,1140,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr
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1 timestamp device_id call_type call_duration trace
2 1601564701000 3jAbRIXO-xKTC-0bhC-PZXC-7yKzcQm4sf5w 1 0 PnTE2wVL5OwyykjwekUUwhaCHEODWV5lZICBzdyL
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7423
tests/data/raw/test06/phone_conversation_raw.csv
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File diff suppressed because it is too large Load Diff

1
tests/data/raw/test06/phone_light_raw.csv
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@ -1 +0,0 @@
timestamp,device_id,double_light_lux,accuracy,label
1 timestamp device_id double_light_lux accuracy label

1
tests/data/raw/test06/phone_messages_raw.csv
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@ -1 +0,0 @@
timestamp,device_id,message_type,trace
1 timestamp device_id message_type trace

33
tests/data/raw/test06/phone_wifi_connected_raw.csv
View File

@ -1,33 +0,0 @@
timestamp,device_id,mac_address,ssid,bssid
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1602475999000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,HOME-1234,E0:A9:8A:1E:48:1B
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1602475200000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,af:13:50:8b:5f:ab,xfinity,e6:06:da:af:f9:91
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1
tests/data/raw/test06/phone_wifi_visible_raw.csv
View File

@ -1 +0,0 @@
timestamp,device_id,bssid,ssid,security,frequency,rssi,label
1 timestamp device_id bssid ssid security frequency rssi label

97
tests/scripts/run_tests.py 100644
View File

@ -0,0 +1,97 @@
import unittest
import yaml
import sys
import os
import pandas as pd
from snakemake.io import expand
class RapidsTests(unittest.TestCase):
unittest.TestLoader.sortTestMethodsUsing = lambda self, a, b: (a < b) - (a > b)
def generate_sensor_file_lists(self):
# Go through the configs and select those sensors with COMPUTE = True.
# Also get TIME_SEGMENTS, then create expected
# files. Return dictionary with list of file paths of expected and
# actual files for each sensor listed in the config file. Added for Travis.
# Initialize string of file path for both expected and actual metric values
segment = self.configs['TIME_SEGMENTS']['TYPE'].lower()
act_str = "data/processed/features/{pid}/{sensor_key}.csv"
exp_str = "tests/data/processed/features/"+segment+"/{pid}/{sensor_key}.csv"
# Build list of sensors to be tested.
sensors = []
for sensor in self.configs:
if "PROVIDERS" in self.configs[sensor] and self.configs[sensor]["PROVIDERS"] is not None:
for provider in self.configs[sensor]["PROVIDERS"]:
if self.configs[sensor]["PROVIDERS"][provider]["COMPUTE"]:
sensors.append(sensor.lower())
act_file_list = expand(act_str,pid=self.configs["PIDS"],sensor_key = sensors)
exp_file_list = expand(exp_str, pid=self.configs["PIDS"],sensor_key = sensors)
sensor_file_lists = list(zip(act_file_list,exp_file_list))
return sensor_file_lists
def test_sensors_files_exist(self):
# Loop through the file_list dictionary and check if the files exist.
file_lists = self.generate_sensor_file_lists()
for each in file_lists:
print("The actual output file should exist: {}".format(each[0]))
self.assertEqual(os.path.exists( each[0]), 1)
def test_sensors_features_calculations(self):
sensor_file_list = self.generate_sensor_file_lists()
for act_result, exp_result in sensor_file_list:
df_act = pd.read_csv(act_result)
df_exp = pd.read_csv(exp_result)
if df_act.empty:
print(act_result)
print("The expected output should be empty: {}".format(exp_result))
self.assertTrue(df_exp.empty)
else:
# The order in which the columns varies from time to time so
# the columns are sorted before doing the comparision
print("Comparing: {} and {}".format(act_result, exp_result))
df_exp = df_exp.reindex(sorted(df_exp.columns), axis=1)
df_act = df_act.reindex(sorted(df_act.columns), axis=1)
pd.testing.assert_frame_equal(df_exp, df_act, obj=df_exp)
class TestFrequency(RapidsTests):
@classmethod
def setUpClass(cls):
# Runs once to Setup env
# global configs
with open(r'tests/settings/frequency_config.yaml') as file:
cls.configs = yaml.full_load(file)
class TestPeriodic(RapidsTests):
@classmethod
def setUpClass(cls):
# Runs once to Setup env
# global configs
with open(r'tests/settings/periodic_config.yaml') as file:
cls.configs = yaml.full_load(file)
def run_some_tests(test_type):
# Run only the tests in the specified classes
if test_type == "frequency":
test_class = TestFrequency
elif test_type == "periodic":
test_class = TestPeriodic
else:
raise ValueError("Only frequency or periodic are valid arguments")
loader = unittest.TestLoader()
suite = loader.loadTestsFromTestCase(test_class)
big_suite = unittest.TestSuite(suite)
runner = unittest.TextTestRunner()
results = runner.run(big_suite)
if __name__ == '__main__':
run_some_tests(sys.argv[1])

182
tests/scripts/run_tests.sh
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@ -1,151 +1,77 @@
#!/bin/bash
# Commmands necessary to setup and run the tests for RAPIDS
echo Setting up for testing...
run_pipeline() {
if [ $TYPE == 'frequency' ]
then
CONFIG_FILE="./tests/settings/frequency_config.yaml"
else
CONFIG_FILE="./tests/settings/periodic_config.yaml"
fi
clean_old_data() {
echo $TYPE
echo "Deleting old outputs"
snakemake --configfile=$(echo $CONFIG_FILE) --delete-all-output -j1
echo deleting old data...
rm -rf data/processed/*
rm -rf data/interim/*
echo "Copying participant files"
cp -r tests/data/external/participant_files/* data/external/participant_files/
echo Backing up preprocessing...
cp rules/preprocessing.smk bak
}
run_periodic_pipeline() {
echo Running RAPIDS Pipeline periodic segment on testdata...
snakemake --profile tests/settings/periodic/
echo Moving produced data from previous pipeline run ...
mkdir data/processed/features/periodic
mv data/processed/features/test* data/processed/features/periodic/
rm -rf data/interim/*
}
run_frequency_pipeline() {
echo Running RAPIDS Pipeline frequency segment on testdata...
snakemake --profile tests/settings/frequency/
echo Moving produced data from previous pipeline run...
mkdir data/processed/features/frequency
mv data/processed/features/test* data/processed/features/frequency/
}
run_periodic_test() {
echo Re-writing the config file being loaded for testing
sed -e 's/tests\/settings\/[a-z]*\/testing_config\.yaml/tests\/settings\/periodic\/testing_config\.yaml/' tests/scripts/test_sensor_features.py > test_tmp
mv test_tmp tests/scripts/test_sensor_features.py
echo Running tests on periodic data produced...
python -m unittest discover tests/scripts/ -v
}
run_frequency_test() {
echo Re-writing the config file being loaded for testing
sed -e 's/tests\/settings\/[a-z]*\/testing_config\.yaml/tests\/settings\/frequency\/testing_config\.yaml/' tests/scripts/test_sensor_features.py > test_tmp
mv test_tmp tests/scripts/test_sensor_features.py
echo Running tests on frequency data produced...
python -m unittest discover tests/scripts/ -v
echo "Running RAPIDS"
snakemake --configfile=$(echo $CONFIG_FILE) -R pull_phone_data -j12
}
display_usage() {
echo "Usage: run_test.sh [-l] all | periodic | frequency [test]"
echo "Usage: run_test.sh [-t|--type] [periodic | frequency] [-a|--action] [ all | run | test]"
exit 1
}
echo Copying files...
cp -r tests/data/raw/* data/raw
cp -r tests/data/external/* data/external
POSITIONAL=()
while [[ $# -gt 0 ]]
do
key="$1"
echo Disabling downloading of dataset...
sed -e '26,51 s/^/#/' -e 's/rules.download_dataset.output/"data\/raw\/\{pid\}\/\{sensor\}_raw\.csv"/' rules/preprocessing.smk > tmp
mv tmp rules/preprocessing.smk
case $key in
-t|--type)
TYPE="$2"
shift # past argument
shift # past value
;;
-a|--action)
ACTION="$2"
shift # past argument
shift # past value
;;
*) # unknown option
POSITIONAL+=("$1") # save it in an array for later
shift # past argument
;;
esac
done
if [ $# -eq 1 ]
then
if [ $1 == '-l' ] || [ $1 == 'test' ]
if [ $ACTION != 'test' ] && [ $ACTION != 'run' ] && [ $ACTION != 'both' ]
then
display_usage
elif [ $1 == 'all' ]
fi
if [[ $TYPE == 'all' ]]
then
run_periodic_pipeline && run_frequency_pipeline
elif [ $1 == 'periodic' ]
then
run_periodic_pipeline
elif [ $1 == 'frequency' ]
then
run_frequency_pipeline
TYPE="frequency"
run_pipeline
python tests/scripts/run_tests.py frequency
TYPE="periodic"
run_pipeline
python tests/scripts/run_tests.py periodic
else
if [ $TYPE != 'frequency' ] && [ $TYPE != 'periodic' ]
then
display_usage
fi
elif [ $# -gt 1 ]
if { [ $ACTION == 'run' ] || [ $ACTION == 'both' ]; }
then
if [ $1 == '-l' ]
then
clean_old_data
if [ $2 == 'all' ]
then
run_periodic_pipeline && run_frequency_pipeline
if [ $# -gt 2 ] && [ $3 == 'test' ]
then
run_periodic_test
run_frequency_test
run_pipeline
fi
elif [ $2 == 'periodic' ]
if { [ $ACTION == 'test' ] || [ $ACTION == 'both' ]; }
then
run_periodic_pipeline
if [ $# -gt 2 ] && [ $3 == 'test' ]
then
run_periodic_test
python tests/scripts/run_tests.py $(echo $TYPE)
fi
elif [ $2 == 'frequency' ]
then
run_frequency_pipeline
if [ $# -gt 2 ] && [ $3 == 'test' ]
then
run_frequency_test
fi
else
display_usage
fi
mv bak rules/preprocessing.smk
elif [ $1 == 'all' ]
then
run_periodic_pipeline
run_frequency_pipeline
if [ $2 == 'test' ]
then
run_periodic_test && run_frequency_test
else
display_usage
fi
elif [ $1 == 'periodic' ]
then
run_periodic_pipeline
if [ $2 == 'test' ]
then
run_periodic_test
else
display_usage
fi
elif [ $1 == 'frequency' ]
then
run_frequency_pipeline
if [ $2 == 'test' ]
then
run_frequency_test
else
display_usage
fi
else
display_usage
fi
else
display_usage
fi

54
tests/scripts/test_sensor_features.py
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@ -1,54 +0,0 @@
from snakemake.io import expand
import unittest
import hashlib
import pandas as pd
import utils
import yaml
import sys
import os
class TestSensorFeatures(unittest.TestCase):
# Hack to run code in positional order (not 100% full proof)
unittest.TestLoader.sortTestMethodsUsing = lambda self, a, b: (a < b) - (a > b)
@classmethod
def setUpClass(cls):
# Runs once to Setup env
global configs
with open(r'tests/settings/frequency/testing_config.yaml') as file:
configs = yaml.full_load(file)
def test_sensors_files_exist(self):
# Loop through the file_list dictionary and check if the files exist.
#print("Testing existance of files")
file_lists = utils.generate_sensor_file_lists(configs)
for each in file_lists:
#for out_file, _ in file_lists[each]:
self.assertEqual(os.path.exists( each[0]), 1)
def test_sensors_features_calculations(self):
# print("Testing calculations..")
sensor_file_list = utils.generate_sensor_file_lists(configs)
for each in sensor_file_list:
for act_result, exp_result in sensor_file_list:
df_act = pd.read_csv(act_result)
df_exp = pd.read_csv(exp_result)
if df_act.empty:
self.assertTrue(df_exp.empty)
else:
# The order in which the columns varies from time to time so
# the columns are sorted before doing the comparision
df_exp = df_exp.reindex(sorted(df_exp.columns), axis=1)
df_act = df_act.reindex(sorted(df_act.columns), axis=1)
pd.testing.assert_frame_equal(df_exp, df_act, obj=df_exp)
if __name__ == '__main__':
unittest.main()

103
tests/scripts/utils.py
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@ -1,103 +0,0 @@
from snakemake.io import expand
import os
import subprocess
import shutil
import yaml
def setUp():
# This utility setUp is intended to be run once before all tests are run
# It is intended the set up all the necessary fake data in order to test
# the rules and scipt files.
# Load the configuration file to get basic parameters
with open(r'tests/settings/testing_config.yaml') as file:
configs = yaml.full_load(file)
# Get the settings
pids = configs['PIDS']
# Reset the test data files
for pid in pids:
# Remove old data files if they exist
despath = os.path.join('data/raw/', pid)
if os.path.exists(despath) and os.path.isdir(despath):
shutil.rmtree(despath)
# Remove old processed files if they exist
propath = os.path.join('data/processed/', pid)
if os.path.exists(propath) and os.path.isdir(propath):
shutil.rmtree(propath)
# Create a fresh PID data directories necessary for this round of tests
os.mkdir(despath)
# Copy necessary data files
srcpath = os.path.join('tests/data/raw', pid)
srcfiles = os.listdir(srcpath)
for srcfile in srcfiles:
srcfile_path = os.path.join(srcpath, srcfile)
desfile = os.path.join(despath, srcfile)
shutil.copy(srcfile_path, desfile)
return configs
def generate_file_list(configs, sensor):
# Generates the list of files that would be produced for one sensor
# i.e. The sensor passed into the function.
# Initialize string of file path for both expected and actual metric values
act_str = "data/processed/features/{pid}/{sensor}_{sensor_type}{time_segment}.csv"
exp_str = "tests/data/processed/features/period/{pid}/{sensor}_{sensor_type}{time_segment}.csv"
sensor_cap = sensor.upper()
if 'TIME_SEGMENTS' and 'FEATURES' in configs[sensor_cap]:
sensor_type = []
if 'TYPES' in configs[sensor_cap]:
for each in configs[sensor_cap]['TYPES']:
sensor_type.append(each+'_')
act_file_list = expand(act_str,pid=configs["PIDS"],
sensor = sensor,
sensor_type = sensor_type,
time_segment = configs[sensor_cap]["TIME_SEGMENTS"])
exp_file_list = expand(exp_str,pid=configs["PIDS"],
sensor = sensor,
sensor_type = sensor_type,
time_segment = configs[sensor_cap]["TIME_SEGMENTS"])
return zip(act_file_list, exp_file_list)
def generate_sensor_file_lists(configs):
# Go through the configs and select those sensors with COMPUTE = True.
# Also get TIME_SEGMENTS, and optionally TYPES then create expected
# files. Return dictionary with list of file paths of expected and
# actual files for each sensor listed in the config file. Added for Travis.
# Initialize string of file path for both expected and actual metric values
segment = configs['TIME_SEGMENTS']['TYPE'].lower()
print(segment)
act_str = "data/processed/features/"+segment+"/{pid}/{sensor_key}.csv"
exp_str = "tests/data/processed/features/"+segment+"/{pid}/{sensor_key}.csv"
# List of available sensors that can be tested by the testing suite
TESTABLE_SENSORS = ['PHONE_MESSAGES', 'PHONE_CALLS', 'PHONE_SCREEN', 'PHONE_BATTERY', 'PHONE_BLUETOOTH', 'PHONE_WIFI_VISIBLE', 'PHONE_WIFI_CONNECTED', 'PHONE_LIGHT', 'PHONE_APPLICATIONS_FOREGROUND', 'PHONE_ACTIVITY_RECOGNITION', 'PHONE_CONVERSATION']
# Build list of sensors to be tested.
sensors = []
for sensor in TESTABLE_SENSORS:
if sensor in configs.keys():
for provider in configs[sensor]["PROVIDERS"]:
if configs[sensor]["PROVIDERS"][provider]["COMPUTE"]:
sensors.append(sensor.lower())
act_file_list = expand(act_str,pid=configs["PIDS"],sensor_key = sensors)
exp_file_list = expand(exp_str, pid=configs["PIDS"],sensor_key = sensors)
sensor_file_lists = list(zip(act_file_list,exp_file_list))
#sensor_file_lists[sensor] = list(zip(act_file_list,exp_file_list))
return sensor_file_lists

5
tests/settings/frequency/config.yaml
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@ -1,5 +0,0 @@
directory: ./
configfile: ./tests/settings/frequency/testing_config.yaml
snakefile: ./tests/Snakefile
cores: 1
forcerun: [compute_time_segments, join_features_from_providers]

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