AttributeError: 'module' object has no attribute 'Open'

Question

I am running the following code which I found on: GDAL - Perform Simple Least Cost Path Analysis which I adapted to my case, but I get the following error when running the code in the python console of QGIS. I am rather new to the programming & QGIS world so if somebody would be able to help me that would be wonderful!

import gdal, osr
import osgeo.gdal
osgeo.gdal.GetDriverByName
from skimage.graph import route_through_array
import numpy as np

def raster2array(rasterfn):
    raster = gdal.Open(rasterfn)
    band = raster.GetRasterBand(1)
    array = band.ReadAsArray()
    return array  

def coord2pixelOffset(rasterfn,x,y):
    raster = gdal.Open(rasterfn)
    geotransform = raster.GetGeoTransform()
    originX = geotransform[0] # East/West location of Upper Left corner
    originY = geotransform[3] # North/South location of Upper Left corner
    pixelWidth = geotransform[1] # X pixel size
    pixelHeight = geotransform[5] # Y pixel size
    xOffset = int((x - originX)/pixelWidth)
    yOffset = int((y - originY)/pixelHeight)
    return xOffset,yOffset

def createPath(CostSurfacefn,costSurfaceArray,startCoord,stopCoord):   

    # coordinates to array index
    startCoordX = startCoord[0]
    startCoordY = startCoord[1]
    startIndexX,startIndexY = coord2pixelOffset(CostSurfacefn,startCoordX,startCoordY)

    stopCoordX = stopCoord[0]
    stopCoordY = stopCoord[1]
    stopIndexX,stopIndexY = coord2pixelOffset(CostSurfacefn,stopCoordX,stopCoordY)

    # create path
    indices, weight = route_through_array(costSurfaceArray, (startIndexY,startIndexX), (stopIndexY,stopIndexX),geometric=True,fully_connected=True)
    indices = np.array(indices).T
    path = np.zeros_like(costSurfaceArray)
    path[indices[0], indices[1]] = 1
    return path

def array2raster(newRasterfn,rasterfn,array):
    raster = gdal.Open(rasterfn)
    geotransform = raster.GetGeoTransform()
    originX = geotransform[0] # East/West location of Upper Left corner
    originY = geotransform[3] # North/South location of Upper Left corner
    pixelWidth = geotransform[1] # X pixel size
    pixelHeight = geotransform[5] # Y pixel size
    cols = array.shape[1]
    rows = array.shape[0]

    driver = gdal.GetDriverByName('GTiff')
    outRaster = driver.Create(newRasterfn, cols, rows, gdal.GDT_Byte)
    outRaster.SetGeoTransform((originX, pixelWidth, 0, originY, 0, pixelHeight))
    outband = outRaster.GetRasterBand(1)
    outband.WriteArray(array)
    outRasterSRS = osr.SpatialReference()
    outRasterSRS.ImportFromWkt(raster.GetProjectionRef())
    outRaster.SetProjection(outRasterSRS.ExportToWkt())
    outband.FlushCache()    

def main(CostSurfacefn,outputPathfn,startCoord,stopCoord):

    costSurfaceArray = raster2array(CostSurfacefn) # creates array from cost surface raster

    pathArray = createPath(CostSurfacefn,costSurfaceArray,startCoord,stopCoord) # creates path array

    array2raster(outputPathfn,CostSurfacefn,pathArray) # converts path array to raster


if __name__ != "__main__":
    CostSurfacefn = "Administratief_perseel_1polygoon_PXLKOST_6000_6000.tif"
    startCoord = (174084.004,176969.786)
    stopCoord = (173697.916,175206.172)
    outputPathfn = 'Path.tif'
    main(CostSurfacefn,outputPathfn,startCoord,stopCoord)

Error Code:

Traceback (most recent call last):
  File "<input>", line 1, in <module>
  File "/Users/PeterVanvoorden/Documents/GroepT/Thesis/c)QGIS/CLIP_AGIV_GRBgis_e40179/Projects/python_console_scripts/least_cost_path0.1.py", line 77, in <module>
    main(CostSurfacefn,outputPathfn,startCoord,stopCoord)
  File "/Users/PeterVanvoorden/Documents/GroepT/Thesis/c)QGIS/CLIP_AGIV_GRBgis_e40179/Projects/python_console_scripts/least_cost_path0.1.py", line 65, in main
    costSurfaceArray = raster2array(CostSurfacefn) # creates array from cost surface raster
  File "/Users/PeterVanvoorden/Documents/GroepT/Thesis/c)QGIS/CLIP_AGIV_GRBgis_e40179/Projects/python_console_scripts/least_cost_path0.1.py", line 9, in raster2array
    raster = gdal.Open(rasterfn)
AttributeError: 'module' object has no attribute 'Open'

I assume there is a problem with opening the file that I want to analyze "Administratief_perseel_1polygoon_PXLKOST_6000_6000.tif" but I just don't know how to resolve this..

Answer 1

import gdal is deprecated, gdal, ogr, osr etc are now part of the osgeo package. Try changing this:

import gdal, osr
import osgeo.gdal
osgeo.gdal.GetDriverByName

To this:

from osgeo import gdal, osr