CerebralCortex-Random-Data-Generator

Generate some random data for Cerebral Cortex Demo Purposes. This script will generate one day worth of sensors data.

Dependencies

• Python 3.5, 3.6, 3.7, 3.8
• cerebralcortex-kernel - 3.3.9
  • pip3 install cerebralcortex-kernel

How to run

• python3 main.py --user_id 234-123-234-123 --study_name mguard --start_time "2022-05-08 21:08:10" --end_time "2022-05-08 23:18:10"
• By default, random generated data will be stored under home folder, e.g.,(/Users/ali/cc_data/)

How to read generated data

• All the data is stored in parquet files format
• Use CerebralCortex to read the data/metadata

from cerebralcortex.kernel import Kernel

CC = Kernel(cc_configs="default", study_name="mguard")
data = CC.get_stream("battery--org.md2k.phonesensor--phone")
data.show()

Available stream names

• org.md2k--mguard--00000000-e19c-3956-9db2-5459ccadd40c--battery--phone
• org.md2k--mguard--00000000-e19c-3956-9db2-5459ccadd40c--location--phone
• org.md2k--mguard--00000000-e19c-3956-9db2-5459ccadd40c--data_analysis--gps_episodes_and_semantic_location
• org.md2k--mguard--00000000-e19c-3956-9db2-5459ccadd40c--accelerometer--phone
• org.md2k--mguard--00000000-e19c-3956-9db2-5459ccadd40c--gyroscope--phone

Google Colab Notebook

https://colab.research.google.com/drive/1nxQom7FpzTLEblv_uBbtHUD8TaTN48I5?usp=sharing