SPyTools 0.0.2.post43

Magical Marvin SharePoint Tools in Python

Spio

Description

Spio is a Python package that provides functionalities for reading and writing data to a SharePoint. It can also handle various types of spatial and non-spatial data formats such as GeoTIFF, GeoPackage, NetCDF, CSV, Excel, and more.

Installation

To install the package, you can use the following command:

    pip config set global.extra-index-url https://repo.vito.be/artifactory/api/pypi/marvin-projects-pypi-local/simple
    pip install spytools 

If you want to install the package with all the dependencies, you can use the following command:

    pip install spytools[full]

Building from Source

To build the package from source you can use the following commands:

    git clone https://git.vito.be/projects/MARVIN/repos/sharepoint_tools
    cd sharepoint_tools
    conda create -f conda_env.yml
    conda activate spytools 
    poetry install

Configuration

Before using the package, you need to configure the settings to match your environment. The configuration is managed through a settings module which should include all the necessary configurations.

Settings Configuration:

Ensure you have a settings file (e.g., .secrets.yaml or settings.yaml) that provides the necessary configuration options. Example:

from dynaconf import Dynaconf

settings = Dynaconf(
    settings_files=['settings.yaml', '.secrets.yaml']
)

The settings file should include the following configurations:

    user_account: [e-mail]

Initialize Spio with Settings:

You need to initialize Spio with your settings before using any functionalities.

from config import settings
from marvin.spytools import spio

spio.init_spio(settings)

Usage

Here are some example usages of the package:

Reading Data

• Read GeoTIFF using Rasterio:

from marvin.spytools.spio import SPIO
import rasterio

geotiff_file = SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/geotiff.tiff')
with rasterio.open(geotiff_file.copy_bytes_io()) as src:
    # Read the dataset's metadata
    print("Metadata:", src.meta)
    print("CRS:", src.crs)
    print("Bounds:", src.bounds)
    data = src.read()
    print("data: ", data.shape)

• Read GeoTIFF using GDAL:

from marvin.spytools.spio import SPIO
from osgeo import gdal

with SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/geotiff.tiff') as spio:
    dataset = gdal.Open(spio.copy_file())
    band = dataset.GetRasterBand(1)
    data = band.ReadAsArray()
    print("data: ", data.shape)
    # Close the dataset
    del dataset

• Read GeoPackage:

from marvin.spytools.spio import SPIO
import geopandas as gpd

gdf = gpd.read_file(SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/geopackage.gpkg'))
print("gdf: ", gdf)

• Read NetCDF (h5netcdf):

from marvin.spytools.spio import SPIO
import xarray as xr

ds = xr.load_dataset(SPIO(
    'https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/netcdf.nc'))  # use engine='h5netcdf' if not detected correctly
print("ds: ", ds)

• Read NetCDF (netcdf4):

from marvin.spytools.spio import SPIO
import xarray as xr

with SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/netcdf.nc') as spio:
    ds = xr.load_dataset(spio.copy_file(), engine='netcdf4')
    print("ds: ", ds)

• Read GRIB:

from marvin.spytools.spio import SPIO
import xarray as xr

with SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/grib.grb') as spio:
    grb_ds = xr.load_dataset(spio.copy_file())  # engine='cfgrib'
    print("grb_ds: ", grb_ds)

• Read Parquet:

from marvin.spytools.spio import SPIO
import pandas as pd

df = pd.read_parquet(SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/data.parquet'))
print("df: ", df)

• Read CSV:

from marvin.spytools.spio import SPIO
import pandas as pd

df = pd.read_csv(SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/data.csv'))
print(f"df: , df")

# read first lines
df_top = pd.read_csv(SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/data.csv',
                          read_chunks=SPIO.DEFAULT_CHUNK_SIZE), sep=';', nrows=10)
print(f"df_top: , df_top")

• Read Excel:

from marvin.spytools.spio import SPIO
import pandas as pd

df = pd.read_excel(SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/data.xlsx'))
print("df: ", df)

Writing Data

• Write CSV:

from marvin.spytools.spio import SPIO
import pandas as pd

df = pd.read_csv('path/to/your/data.csv')
df.to_csv(SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/data.csv'))

• Write Excel:

from marvin.spytools.spio import SPIO
import pandas as pd

df = pd.read_csv('path/to/your/data.csv')
df.to_excel(SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/data.xlsx'), engine='xlsxwriter')

• Write Text:

from marvin.spytools.spio import SPIO

with SPIO('https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/data.txt') as spio:
    spio.write_lines(['Hello, SPIO!'])

• Write GeoTiff:

from marvin.spytools.spio import SPIO
import rasterio

with rasterio.open('path/to/your/map.tiff') as src:
    data = src.read()[0]
    profile = src.profile

    with SPIO(
            'https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/map.tiff') as spio:  # rasterio will not flush or close the SPIO file, so we need to do it ourselves
        with rasterio.open(spio, 'w', **profile) as dst:
            dst.write(data, 1)

• Write GeoPackage Fiona:

from marvin.spytools.spio import SPIO
import geopandas as gpd

gdf = gpd.read_file('path/to/your/geopackage.gpkg')

with SPIO(
        'https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/geopackage.gpkg') as spio:  # fiona will not flush or close the IO-object, so we need to do it ourselves
    gdf.to_file(spio, layer='mylayer', driver='GPKG', engine='fiona')

• Write GeoPackage Fiona:

from marvin.spytools.spio import SPIO
import geopandas as gpd

gdf = gpd.read_file('path/to/your/geopackage.gpkg')

with SPIO(
        'https://yourdomain.sharepoint.com/:i:/r/sites/your-site/path/to/your/geopackage.gpkg') as spio:  # pyogrio will not flush the IO-object
    gdf.to_file(spio.io_delegate(), layer='mylayer', driver='GPKG',
                engine='pyogrio')  # pyogrio can only write to a real BytesIO object.

Additional Functionalities

Spio also provides additional functions to handle different data formats and processes. You can explore these in the https://git.vito.be/projects/MARVIN/repos/sharepoint_tools/browse/test/tst_spio.py.

Contributing

If you want to contribute to spio, please follow the standard contributing guidelines and push your changes to a new branch in https://git.vito.be/projects/MARVIN/repos/sharepoint_tools

License

This project is licensed under the MIT License - see the LICENSE.md file for details.