Saving Sensor Data in CSV format

PSLab Android app by FOSSASIA provides a variety of features to its users. One of them is accessing various types of sensors both built into mobile phone and external sensors connected with PSLab device. In earlier versions users were only able to view the captured data. Moving forward, adding improvements to the app, now there is a feature to save those data displayed in graphs in csv format.

This feature is important in many ways. One is educational. In a classroom, teachers can ask students to perform an experiment and prepare a report using the data collected. By just visualizing they cannot do this. Actual data points must be made available. Another use is sharing data sets related to say environmental data over different demographics.

CSV, or comma-separated values file is a text file where stored data are separated by commas. The file stores these tabular data (numbers and text) in plain text format. Each line of the file represents a data record. Each data record consists of one or more fields, separated by commas. CSV files are commonly used to store sensor data because of its easy use. This post is about how PSLab device uses CSV file to write sensor data in it.

In PSLab android source code, there is a dedicated class to handle read sensor data from different instruments called “CSVLogger”. Developers can easily instantiate this class wherever they want a data logging as follows;

CSVLogger logger = new CSVLogger(<SUBFOLDER>); 
logger .writeCSVFile("Heading1,Heading2,Heading3\n");

 
This will create a blank folder in “PSLab” folder in device storage.  The CSV file is generated with the following convention according to the date and time where data is saved in the file.

yyyymmdd-hhmmss.csv

A sample file would have a name like 20180710-07:30:28.csv inside the SUBFOLDER which is specific to each instrument. Folder name will be the one used when initiating the CSVLogger.

With this method, logging data is pretty easy. Simply create a string which is a comma seperated and ended with a new line character. Then simply call the writeCSVFile(data) method with the string as a parameter added to it. It will keep appending string data until a new file is created. File creation can be handled by developers at their own interests and preferences.

String data = String.valueOf(System.currentTimeMillis()) + "," + item.getX() + "," + item.getY() + "\n";
logger.writeCSVFile(data);

 

To bring out an example let’s view how it’s implemented in Lux Meter instrument. This is a good source one can refer to when adding this feature in fragments

inside a main activity. In Lux Meter, there is the parent activity named Lux Meter and inside that there are two fragments, one is fragmentdata and the other one is fragmentsettings. Data capturing and saving occurs inside fragmentdata.

Menu icon controlling happens in the parent activity and we have bound a variable across the main activity and child fragment as follows;

LuxMeterActivity parent = (LuxMeterActivity) getActivity();
if (parent.saveData) {/* Save Data */}

 
This makes it easier listening menu icon clicks and start/stop recording accordingly. How to handle menu icons is beyond the scope of this blog and you can find tutorials on how to do that in the Resources section at the bottom of this blog post.

Once these CSV files are available, users can easily integrate them with advanced software like Matlab or Octave to do further analysis and processing to captured data sets.

Resources:

  1. CSV Logger: https://github.com/fossasia/pslab-android/blob/development/app/src/main/java/org/fossasia/pslab/others/CSVLogger.java
  2. Android Menu options: https://stackoverflow.com/questions/27984041/android-correct-use-of-invalidateoptionsmenu