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Contain files readers for specific sensors files

Project description

HydroSensorReader

Build Status Python 3.6 License: GPL v3 Documentation Status

This project aim to provide a simple way to read a scientific file provided by any kind of probe, sensor, or anything used specificly in hydrogeology.

Installation

You can directly install this package with the command: pip install HydroSensorReader.

After the installation, you can use the package by using

import hydsensread as hsr

# File based reader
file_path = 'my_file_path'

# Files Generating Timeseries results
# =====================================

# read CR1000 files
r = hsr.DATCampbellCRFileReader(file_path)

# read Hanna multiparameter probes 
# - (model HI-9828 and HI-9829 tested)
# - Supported extension : '.xls', '.xlsx'
r = hsr.XLSHannaFileReader(file_path)

# read Solinst Levelogger and Barologger files
# - Supported extension : '.lev', '.xle', '.csv'
r = hsr.SolinstFileReader(file_path)

# Plot the results with
r.plot()

# Files Generating Generic results
# =====================================
# read Maxxam laboratory analysis files.
# - Supported extension : '.xls', '.xlsx'
r = hsr.XSLMaxxamFileReader(file_path)


# Web data scrappers 
# These data scrappers use the station name.
station = 'StationName'
r = hsr.GNBWaterQualityStation(station)

##Dependency

##Main package definition

file_reader

Implementation of diffenrents files readers. Each python files contain a main laucher to the the class.

  • compagny_file_reader - Reader of generated files comming from different probes or labs.
  • web_page_reader - Web crawlers in charge of extracting the datas from web sites

file_parser

This package contain the classes responsible of the different files reading. More information abouts these package is available into them

  • abstract_file_parser.py
    • AbstractFileParser - Abstract class used as an interface to implement the others
  • concrete_file_parser.py
    • CSVFileParser
    • TXTFileParser
    • EXCELFileParser
    • WEB_XMLFileParser

site_and_records

This package contain classes defining the domain elements and carry the data describing them

  • site.py
    • Site - A basic site class with the site name a the visited date
    • SensorPlateform - A Plateform is an that can take measurement as a standalone object
    • Sample - Sample as an object manipulated by a laboratory
    • StationSite - Modelisation of a station object
    • StreamFlowStation - This specialized class was created to store the information of the ECCC website
  • records.py
    • Parameter - Class acting as a structure to store parameter (what is observed) and its associated unit
    • Record - A record must have a date, a parameter, an unit and a value.
    • TimeSeriesRecords - The record_date correspond to the first date of the values list. Values are stored as a Dict as following :
      • { date1: value1, date2: value2,...}
    • ChemistryRecord -A chemistry record have a detection limit a report date and an analysis type and all the attributes of a Record

file_example

You have several files examples in this folder used a tests

Work To Do

  • Add a .LAS reader to take care of borehole geophysics files
  • Add a .LAS reader to take care of LiDar data
  • Create a Strategy class so you can input a file and the strategy class select the correct file_reader class
  • Continue documentation...always...

Project details


Download files

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Filename, size & hash SHA256 hash help File type Python version Upload date
HydroSensorReader-1.7.1.12.tar.gz (1.4 MB) Copy SHA256 hash SHA256 Source None Apr 16, 2018

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