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HydroSensorReader-1.7.6
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مشاهده بیشتر
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مشاهده بیشتر
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مشاهده بیشترتوضیحات
Tools to read files from probes, sensors, or anything used in hydrogeology.
| ویژگی | مقدار |
|---|---|
| سیستم عامل | OS Independent |
| نام فایل | HydroSensorReader-1.7.6 |
| نام | HydroSensorReader |
| نسخه کتابخانه | 1.7.6 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Xavier Malet |
| ایمیل نویسنده | maletxa@gmail.com |
| آدرس صفحه اصلی | https://github.com/cgq-qgc/HydroSensorReader |
| آدرس اینترنتی | https://pypi.org/project/HydroSensorReader/ |
| مجوز | MIT |
# HydroSensorReader
[](https://www.python.org/downloads/release/python-360/)
[](https://opensource.org/licenses/MIT)
[](https://pypi.org/project/HydroSensorReader/)
[](https://ci.appveyor.com/project/jnsebgosselin/hydrosensorreader/branch/master)
[](https://codecov.io/gh/cgq-qgc/HydroSensorReader)
This project aims to provide a simple way to read scientific files produced by
any kind of probe, sensor, or anything used 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
```python
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)
```
## Dependencies
- [openpyxl](https://openpyxl.readthedocs.io/en/default/)
- [xlrd](http://www.python-excel.org/)
- [xlwt](http://www.python-excel.org/)
- [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/)
- [requests](http://docs.python-requests.org/en/master/)
- [pandas](https://pandas.pydata.org/)
- [matplotlib](https://matplotlib.org/)
- [numpy](http://www.numpy.org/)
## Main package definition
### `file_reader`
Implementation of different file readers.
_Each python file contains a main launcher to the class._
* __compagny_file_reader__
_- Reader of generated files comming from different probes or labs._
* __web_page_reader__
_- Web crawlers in charge of extracting data from web sites_
### `file_parser`
This package contains the classes in charge of reading the different files.
More information about these packages is available in the code.
* __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 contains classes defining the domain elements and the data describing them
* __site.py__
* __Site__
_- A basic site class with the site name a the visited date_
* __SensorPlateform__
_- A Plateform is an object that can take measurements 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](http://climate.weather.gc.ca/historical_data/search_historic_data_e.html)
* __records.py__
* __Parameter__ - Class acting as a structure to store a parameter value (what is observed) and its associated unit
* __Record__
_- A record must have a date, a parameter, a unit, and a value._
* __TimeSeriesRecords__
_- The record_date corresponds to the first date of the list of values. Values are stored as a Dict as follows :_
- { date1: value1, date2: value2,...}
* __ChemistryRecord__
_-A chemistry record has a detection limit, a report date, an analysis type and all the attributes of a __Record___
### `file_example`
This folder contains several examples of files for testing.
## 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...
نیازمندی
| مقدار | نام |
|---|---|
| >=4.6.0 | beautifulsoup4 |
| >=2.18.4 | requests |
| >=2.4.8 | openpyxl |
| >=1.1.0 | xlrd |
| >=1.3.0 | xlwt |
| - | matplotlib |
| - | numpy |
| >=0.22.0 | pandas |
نحوه نصب
نصب پکیج whl HydroSensorReader-1.7.6:
pip install HydroSensorReader-1.7.6.whl
نصب پکیج tar.gz HydroSensorReader-1.7.6:
pip install HydroSensorReader-1.7.6.tar.gz