GSoC 17: istSOS-Data analysis and statistical tools suite

This is where I'll be posting information about istSOS-Data analysis and statistical tools suite GSoC 2017 project to the OSGeo community.

Introduction

Idea

The aim of my project primarily is to create OAT extension in RESTFull Web api and OAT extension having data analysis and statistical tools for istSOS which will be used to automate the creation of statisticat documents using OAT library and harvesting the data from an istSOS server and then publishing the result on Open Data Portals(CKAN).

Project

Title: istSOS-Data analysis and statistical tools suite.

Student: Rahul Chauhan

Mentors: Massimiliano Cannata, Milan Antonovic.

Details

Project GSoC 2017 application Link.

Project GitHub Link.

Schedule

Dates	Task
	User interface implementation.
	Implementation of resample method(OAT) in istSOS api.
	Testing resample(OAT method) with istSOS api.
	Implementation of regularisation time series analysis method(OAT) in istSOS api.
	Test the working of these operations.
	Implement OAT.methods i.e. , interpolation, digital filter.
	Implement OAT.methods i.e. filling, validation, data quality assessment.
	Implement remain OAT.methods.
	Testing on OAT method in istSOS api.
	Implement CKAN (Open Data Portals) plugin.
	Implement publish datasets ready to be harvested using CKAN.
	Testing, Debugging, Cleaning and Optimizing the codes.
	Take a week to scrub code, write a few test cases and test them, improve the current documentation.
	Buffer period. ( Final Week. Prepare documentation for final submission.)

Reports

May 4 - May 14

created github repo. https://github.com/rahulworld/Data-analysis
Installed all devlopment requsites.
Tried to understand the code flow of istSOS and OAT.
Created Project wiki.

May 15 - May 29

What did I complete this week?

Designed GUI for all Process time series methods.
Also Designed GUI for
- Add Time Series
- Process Time Series
- Compare Sensor
- Manage Sensor
This week, I’ve been indentifying all the process time series methods in OAT(freewat), I mean:
- digital filter
- exceedance
- hydro events
- hydro indices
- hydro quality
- resample
- data values
- hydro separation
- integrate
- compare
- subtract
- fill
- statistics
- hargreaves

What am I going to achieve for next week?

Adding GUI(OAT extension and its sub-extension) in istSOS.
Adding functionality of OAT method resampling in istSOS.

Is there any blocking issue?

Currently, everything is going according to plan.

May 30 - June 4 (Week 1)

What did I complete this week? User interface design completed. Adding user interface implementation in istSOS api.