Random data generator in cerebral cortex format
Project description
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
- 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
Project details
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