A package to query Parosbox InfluxDB data securely
Project description
paros_data_grabber
A Python package to securely query Parosbox InfluxDB data using encrypted credentials.
Features
- Loads encrypted InfluxDB credentials bundled inside the package.
- Prompts user for a password to decrypt credentials securely.
- Queries InfluxDB using Flux queries.
- Processes and exports data to CSV, MATLAB
.mat, or pickle formats. - Easy to extend and customize.
Installation
Make sure you have Python 3.7+ installed.
pip install paros-data-grabber==0.1.1.
pip install influxdb-client pandas scipy cryptography pytz # Install these if not already installed
Example Usage
import os
import numpy as np
from paros_data_grabber import query_influx_data, save_data
# Fetch sensor data
data = query_influx_data(
start_time="2025-02-25T17:30:00",
end_time="2025-02-25T18:15:00",
box_id="parosD",
sensor_id="142180",
)
# Convert to NumPy arrays if needed
data_arrays = {key: df.values for key, df in data.items()}
# Print shape and a preview of each result
for key, arr in data_arrays.items():
print(f"Data for {key} has shape {arr.shape}")
for key, df in data.items():
print(f"First 100 rows for {key}:")
print(df.head(100))
print("\n")
# Save to file
save_data(data, "output.csv")
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