have been working on this project in another repo, updating to the new proj files

HDRData.py

+import numpy as np
+from PIL import Image
+
+from abc import ABC
+from pathlib import Path
+
+'''
+HDR App database interface
+'''
+class HDRDatabaseInterface( ABC ):
+
+    def getImageList( self ) -> list:
+        '''
+        Should return a list of dictionaries containing:
+            - id  : used to query database for more image information
+            - name: will be displayed in the UI
+        i.e.
+            [
+                { 
+                    "id"  : id,
+                    "name": name
+                }
+            ]
+        '''
+        raise NotImplementedError( "getImageList: Method Not Implemented" )
+
+
+    def getSliceList( self, imageId: str, size: str ) -> list:
+            '''
+            Similar to getImageList
+
+            Should return a list of dictionaries containing information about sliced images:
+                - id  : used to query database 
+                - name: will be displayed in the UI
+            i.e.
+                [
+                    { 
+                        "id"  : id,
+                        "name": name
+                    }
+                ]
+            '''
+            raise NotImplementedError( "getSliceList: Method Not Implemented" )
+
+
+    def getProcessedList( self, sliceId: str ) -> list:
+        '''
+        Should return a list of available processed images for given slice
+        i.e.
+            [
+                { 
+                    "id"  : id,
+                    "name": name
+                }
+            ]
+        '''
+        raise NotImplementedError( "getProcessedList: Method Not Implemented" )
+
+    
+    def getSliceSizes( self, imageId: str ) -> list:
+        '''
+        Should return a list of slice sizes for imageId
+        i.e.
+            [ "128", "256", "512" ]
+        '''
+        raise NotImplementedError( "getSliceSizes: Method Not Implemented" )
+
+
+    def getImageArray( self, imageId: str ) -> np.array:
+        '''
+        Returns an image as a numpy array
+        Only returns Original images, not slices or processed slices
+        '''
+        raise NotImplementedError( "getImageArray: Method Not Implemented" )
+
+
+    def getMSLabelArray( self, imageId: str ) -> np.array:
+        '''
+        '''
+        raise NotImplementedError( "getMSLabelArray: Method Not Implemented" )
+
+
+
+    def getProcessedSlices( self, id: str, size: int ) -> dict:
+        raise NotImplementedError( "getProcessedSlices: Method Not Implemented" )
+
+
+
+class HDRFileDB( HDRDatabaseInterface ):
+
+
+    def __init__( self, dbLoc: str ):
+        '''
+        Location of info directory names
+        '''
+        self.UID      = 0
+        self.IMG_TYPE = 1
+        self.NAME     = 2
+        self.SL_SIZE  = 4
+        self.X_PIX    = 5
+        self.Y_PIX    = 6
+
+        self.PROC_TYPE = 8
+
+        '''
+        Directory Names
+        '''
+        self.BASE_FOLDER  = "Images"
+        self.SLICE_FOLDER = "Sliced"
+        self.PROCESSED_FOLDER = "Processed"
+
+        self.dbBasePath = Path( dbLoc ).resolve()
+        self.imagesPath = self.dbBasePath.joinpath( self.BASE_FOLDER  )
+
+    '''
+    PUBLIC METHODS
+    '''
+
+    def getImageList( self ) -> list:
+
+        imageList = []
+
+        for imageDir in self.imagesPath.iterdir():
+            imageId = imageDir.name
+            displayName = "{}_{}".format( self._idName( imageId ), self._idUid( imageId ) )
+
+            imageList.append({
+                "id"  : imageId,
+                "name": displayName
+            })
+
+        return imageList
+
+
+    def getSliceList( self, imageId: str, size: str ) -> list:
+        sliceList = []
+
+        slicedPath = self._idToBasePath( imageId ).joinpath( self.SLICE_FOLDER ).joinpath( size )
+        if slicedPath.is_dir():
+            for imageSlice in slicedPath.iterdir():
+                sliceId = imageSlice.name
+                displayName = "{}_{}_{}".format( 
+                    self._idName( sliceId ),
+                    self._idXPix( sliceId ),
+                    self._idYPix( sliceId )
+                )
+                sliceList.append({
+                    "id"  : sliceId,
+                    "name": displayName
+                })
+            return sliceList
+        else:
+            return []
+
+
+    def getProcessedList( self, sliceId: str ) -> list:
+        processedList = []
+        
+        slicedDir = [ p for p in self._idToBasePath( sliceId ).rglob( sliceId ) ][0]
+        processedDir = slicedDir.joinpath( "Processed" )
+        for processedImage in processedDir.iterdir():
+            processedId = processedImage.name
+            displayName = self._idParts( processedImage.name )[self.PROC_TYPE]
+            processedList.append({
+                "id"  : processedId,
+                "name": displayName
+            })
+        return processedList
+
+
+    def getSliceSizes( self, imageId: str ) -> list:
+        nonEmptySliceDirs = []
+        for slDir in self._idToBasePath( imageId ).joinpath( self.SLICE_FOLDER ).iterdir():
+            slDirLen = len( [ f for f in slDir.iterdir() ] )
+            if slDirLen > 0:
+                nonEmptySliceDirs.append( slDir.name )
+        return nonEmptySliceDirs
+
+
+    def getImageArray( self, imageId: str ) -> np.array:
+        baseDir = self._idToBasePath( imageId )
+        imageFilePath = [ p for p in baseDir.rglob( "{}.*".format( imageId ) ) ][0]
+        return np.array( Image.open( imageFilePath ) )
+
+
+    def getMSLabelArray( self, sliceId: str ) -> np.array:
+        baseDir = self._idToBasePath( sliceId )
+        labelsIdentifier = "{}-{}-{}-Sliced-MeanShiftLabels-Processed.npy".format( self._idSliceSize( sliceId ),
+                                                                                   self._idXPix( sliceId ),
+                                                                                   self._idYPix( sliceId ) )
+        msLabelsPath = [ p for p in baseDir.rglob( "*{}".format( labelsIdentifier ) ) ][0]
+        return np.load( msLabelsPath )
+
+
+    '''
+    PRIVATE METHODS
+    '''
+
+
+    def _idParts( self, imageId: str ) -> list:
+        return imageId.split( "-" )
+
+
+    def _idImageType( self, imageId: str ) -> str:
+        return self._idParts( imageId )[-1] 
+
+
+    def _idUid( self, imageId: str ) -> str:
+        return self._idParts( imageId )[self.UID]
+
+
+    def _idImageExt( self, imageId: str ) -> str:
+        return self._idParts( imageId )[self.IMG_TYPE]
+
+
+    def _idName( self, imageId: str ) -> str:
+        return self._idParts( imageId )[self.NAME]
+
+
+    def _idSliceSize( self, imageId: str ) -> str:
+        idParts = self._idParts( imageId )
+        if len( idParts ) > 3:
+            return idParts[self.SL_SIZE]
+        else:
+            return ""
+
+
+    def _idXPix( self, imageId: str ) -> str:
+        idParts = self._idParts( imageId )
+        if len( idParts ) > 3:
+            return idParts[self.X_PIX]
+        else:
+            return ""
+
+
+    def _idYPix( self, imageId: str ) -> str:
+        idParts = self._idParts( imageId )
+        if len( idParts ) > 3:
+            return idParts[self.Y_PIX]
+        else:
+            return ""
+
+    
+    def _idToBasePath( self, imageId: str ) -> Path:
+        return self.imagesPath.joinpath( "{}-{}-{}-{}".format( self._idUid( imageId ),
+                                                               self._idImageExt( imageId ),
+                                                               self._idName( imageId ),
+                                                               "Original" ) )
\ No newline at end of file

README.md

+# hdr_webapp

app.py

+import webbrowser
+import sys
+import os
+import shutil
+
+from pathlib import Path
+from flask import *
+from appUtils import *
+from HDRData import HDRFileDB
+from werkzeug.utils import secure_filename
+
+from PIL import Image
+import numpy as np
+import io
+import base64
+
+
+'''
+Global Variables
+'''
+TEMP_LOC = Path.cwd().absolute().joinpath( "Temp" )
+ALLOWED_EXTENSIONS = { "png", "jpg", "jpeg" }
+
+
+'''
+App Config
+'''
+app      = Flask(__name__)
+imageDB  = None
+
+app.config["STATIC_PATH"]   = str( Path.cwd().joinpath( "static" ) )
+
+'''
+App Routes
+'''
+
+@app.route( "/" )
+def index():
+    return render_template( "index.html" )
+
+
+@app.route( "/image-select" )
+def imageSelect():
+    '''
+    Displays a list of images available in the database to view further
+    '''
+    imageList = imageDB.getImageList()
+    return render_template( "imageSelect.html", imageList=imageList )
+
+
+@app.route( "/image-size-select/<string:imageId>" )
+def imageSizeSelect( imageId ):
+    '''
+    Displays the selected image from the database along with 
+    a selection of available slice sizes.
+    '''
+    sliceSizes = imageDB.getSliceSizes( imageId )
+    return render_template( "imageSizeSelect.html",
+                            imageId=imageId,
+                            sliceSizes=sliceSizes )
+
+
+@app.route( "/image-slice-content/<string:imageId>/<int:sliceSize>" )
+def imageSliceContent( imageId, sliceSize ):
+    '''
+    Main Image viewing area with available slices
+    '''
+    sliceList = imageDB.getSliceList( imageId, str( sliceSize ) )
+    return render_template( "imageSliceContent.html",
+                            imageId=imageId,
+                            sliceSize=sliceSize,
+                            sliceList=sliceList )
+
+
+@app.route( "/create-mask/<string:imageId>/<string:sliceId>/<int:size>" )
+def createMask( imageId, sliceId, size ):
+    processedImages = imageDB.getProcessedList( sliceId )
+    return render_template( "createMask.html",
+                            imageId=imageId,
+                            sliceId=sliceId,
+                            size=size,
+                            refImages=processedImages )
+
+
+'''
+IMAGE UPLOAD ROUTES
+'''
+@app.route( "/image-upload", methods=[ "POST", "GET" ] )
+def uploadImage():
+    if request.method == "POST":
+        # check if the post request has the file part
+        if "file" not in request.files:
+            flash( "No file part" )
+            return redirect( request.url )
+        file = request.files["file"]
+        # if user does not select file, browser also
+        # submit an empty part without filename
+        if file.filename == "":
+            flash( "No selected file" )
+            return redirect( request.url )
+        if file and fileTypeAllowed( file.filename, ALLOWED_EXTENSIONS ):
+            filename = secure_filename( file.filename )
+            tmpPath  = TEMP_LOC.joinpath( filename.split( "." )[0] )
+            os.mkdir( tmpPath )
+            # LAUNCH PROCESSING - OUTPUT -> filenameTemp
+            file.save( os.path.join( str( tmpPath ), filename ) )
+            #os.system( "importAndProcessImage.py " )
+            # SAVE RESULTS TO DATABASE
+            #imageDB.saveImage( file, filename )
+            shutil.rmtree( tmpPath )
+    return render_template( "imageUpload.html" )
+
+
+@app.route( "/save-mask", methods=["POST"] )
+def saveMask():
+    imageId   = request.values["imageId"]
+    sliceId   = request.values["sliceId"]
+    sliceSize = request.values["sliceSize"]
+    maskBase64 = request.values["maskBase64"].split(',')[1]
+
+    im = Image.open( io.BytesIO( base64.b64decode( maskBase64 ) ) )
+    im = im.convert( "RGB" )
+    im.save( "test.jpg" )
+
+    return jsonify( "OK" )
+
+
+'''
+HELPER ROUTES
+'''
+
+
+@app.route( "/download-image/<string:imageId>", methods=["POST", "GET"] )
+def downloadImage( imageId ):
+    '''
+    Creates and sends a file object for given file
+    '''
+    arr = imageDB.getImageArray( imageId )
+    # convert numpy array to PIL Image
+    img = Image.fromarray( arr.astype( "uint8" ) )
+    # create file-object in memory
+    fileObject = io.BytesIO()
+    img.save( fileObject, "JPEG" )
+    # move to beginning of file so `send_file()` will read from start
+    fileObject.seek( 0 )
+
+    return send_file( fileObject, mimetype="image/jpg" )
+
+
+# TODO : FIGURE OUT WHY THE INDEXING IS BACKWARDS 
+@app.route( "/get-homogeneous-pixels/<string:sliceId>/<int:pX>/<int:pY>", methods=["GET"] )
+def getHomogeneousPixels( sliceId, pX, pY ):
+    labelImageArray = imageDB.getMSLabelArray( sliceId )
+    equalIndices = np.where( labelImageArray == labelImageArray[pX, pY] ) 
+    return jsonify( {
+        "x": equalIndices[1].tolist(),
+        "y": equalIndices[0].tolist()
+    })
+
+
+@app.route( "/processed-images/<string:sliceId>", methods=["GET", "POST"] )
+def getProcessedImages( sliceId ):
+    processedList = imageDB.getProcessedList( sliceId )
+    return jsonify( processedList  )
+
+
+if __name__ == "__main__":
+    if len( sys.argv ) == 2:
+
+        imageDB = HDRFileDB( sys.argv[1] )
+
+        webbrowser.open_new( "http://127.0.0.1:2000/" )
+        app.run( debug=True, port=2000 )
+    else:
+        print( "Must Provide Database Location" )
\ No newline at end of file

appUtils.py

+
+def fileTypeAllowed( filename, allowedExts ):
+    return '.' in filename and filename.rsplit('.', 1)[1].lower() in allowedExts
\ No newline at end of file

main.py

-from flask import *
-from flask_cors import CORS, cross_origin
-from threading import Timer
-import webbrowser
-import pathlib
-import os
-import sys
-import shutil
-from pprint import pprint
-from werkzeug.utils import secure_filename
-
-'''
-GLOBAL VARIABLES 
-'''
-UPLOAD_FOLDER = "/home/josh/Desktop/working_dir"
-ALLOWED_EXTENSIONS = {'txt', 'pdf', 'png', 'jpg', 'jpeg', 'gif'}
-DB_LOC = None
-OR_LOC = None
-MS_LOC = None
-SL_LOC = None
-
-STATIC_LOC   = None
-ACTIVE_MEDIA = None
-
-'''
-APP CONFIG
-'''
-app = Flask( __name__ )
-CORS( app )
-app.config["UPLOAD_FOLDER"] = UPLOAD_FOLDER
-
-@app.route( "/" )
-def index():
-    return render_template( "index.html" )
-
-'''
-UPLOAD FOLDER
-'''
-# SOURCE - https://flask.palletsprojects.com/en/1.1.x/patterns/fileuploads/
-def allowed_file(filename):
-    return '.' in filename and \
-           filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS
-
-@app.route("/demo-upload", methods=["GET", "POST"])
-def upload_file():
-    if request.method == 'POST':
-        # check if the post request has the file part
-        if 'file' not in request.files:
-            flash('No file part')
-            return redirect(request.url)
-        file = request.files['file']
-        # if user does not select file, browser also
-        # submit an empty part without filename
-        if file.filename == '':
-            flash('No selected file')
-            return redirect(request.url)
-        if file and allowed_file(file.filename):
-            filename = secure_filename(file.filename)
-            file.save(os.path.join(app.config['UPLOAD_FOLDER'], filename))
-            return jsonify("Ok")
-
-'''
-DATABASE HELPER FUNCTIONS
-'''
-def getAssociatedFiles( imageName: str ) -> dict:
-    '''
-    Retreives all file names from the following directories:
-        - MS_LOC/imageName/128
-        - MS_LOC/imageName/256
-        - MS_LOC/imageName/512
-        - SL_LOC/imageName/128
-        - SL_LOC/imageName/256
-        - SL_LOC/imageName/512
-    '''
-    imageMSPath = MS_LOC.joinpath( imageName )
-    imageSLPath = SL_LOC.joinpath( imageName )
-
-    print( imageMSPath )
-    print( imageSLPath )
-
-    # Mean Shift Color Seg files
-    msColor128 = [ f.name for f in imageMSPath.joinpath( "128" ).iterdir() if "color" in f.name ]
-    msColor256 = [ f.name for f in imageMSPath.joinpath( "256" ).iterdir() if "color" in f.name ]
-    msColor512 = [ f.name for f in imageMSPath.joinpath( "512" ).iterdir() if "color" in f.name ]
-
-    # Mean Shift Image Label files
-    msLabel128 = [ f.name for f in imageMSPath.joinpath( "128" ).iterdir() if "labels" in f.name ]
-    msLabel256 = [ f.name for f in imageMSPath.joinpath( "256" ).iterdir() if "labels" in f.name ]
-    msLabel512 = [ f.name for f in imageMSPath.joinpath( "512" ).iterdir() if "labels" in f.name ]
-
-    # Slice files
-    s128 = [ f.name for f in imageSLPath.joinpath( "128" ).iterdir() ]
-    s256 = [ f.name for f in imageSLPath.joinpath( "256" ).iterdir() ]
-    s512 = [ f.name for f in imageSLPath.joinpath( "512" ).iterdir() ]
-
-    return {
-        "msColor128": msColor128,
-        "msColor256": msColor256,
-        "msColor512": msColor512,
-        "msLabel128": msLabel128,
-        "msLabel256": msLabel256,
-        "msLabel512": msLabel512,
-        "s128": s128,
-        "s256": s256,
-        "s512": s512
-    }
-
-'''
-DATABASE FUNCTIONALITY
-'''
-@app.route("/image-list", methods=["GET", "POST"])
-def getDBImageList():
-    if request.method == "GET":
-        imageList = [ str( f.name ) for f in OR_LOC.iterdir() ]
-        return { "data": imageList }
-    
-
-@app.route("/copy-original-to-static", methods=["GET", "POST"])
-def copyOriginalImageToStatic():
-    if request.method == "POST":
-        imgLoc = OR_LOC.joinpath( request.get_data().decode( "utf-8" ) ) 
-        print( imgLoc )
-        if imgLoc.is_file():
-            # Get all available processed images for image
-            associatedFiles = getAssociatedFiles( imgLoc.name.split( "." )[0] )
-            associatedFiles["mainImageName"] = imgLoc.name
-            associatedFiles["mainImageUrl"]  = "static/activeMedia/{}".format( imgLoc.name )
-            pprint( associatedFiles )
-            # Clear images in active media
-            for f in ACTIVE_MEDIA.iterdir():
-                if f.is_file():
-                    f.unlink()
-            # Copy image to active media
-            shutil.copy( imgLoc, ACTIVE_MEDIA.joinpath( imgLoc.name ) )  
-            return jsonify( associatedFiles )
-        else:
-            return jsonify( "Not Found" )
-
-@app.route("/copy-sliced-128-to-static", methods=["GET", "POST"])
-def copySlicedImageToStatic():
-    if request.method == "POST":
-        requestedFile = request.get_data().decode( "utf-8" ) 
-        print( SL_LOC )
-        imgLoc = SL_LOC.joinpath( "GeoEye-0" ).joinpath( "128" ).joinpath( "{}".format( requestedFile ) )
-        print( imgLoc )
-        if imgLoc.is_file():
-            # Copy image to active media
-            shutil.copy( imgLoc, ACTIVE_MEDIA.joinpath( imgLoc.name ) )  
-            return jsonify( "static/activeMedia/{}".format( imgLoc.name ) )
-        else:
-            return jsonify( "Not Found" )
-
-def open_browser():
-    webbrowser.open_new( "http://127.0.0.1:2000/" )
-
-
-if __name__ == "__main__":
-
-    if len( sys.argv ) == 2:
-
-        DB_LOC = pathlib.Path( sys.argv[1] ).absolute()
-        OR_LOC = DB_LOC.joinpath( "Original" )
-        MS_LOC = DB_LOC.joinpath( "MeanShift" )
-        SL_LOC = DB_LOC.joinpath( "Sliced" )
-        
-        STATIC_LOC   = pathlib.Path.cwd().absolute().joinpath( "static" )
-        ACTIVE_MEDIA = STATIC_LOC.joinpath( "activeMedia" )
-
-        '''
-        Run app
-        '''
-        Timer( 1, open_browser ).start()
-        app.run( debug=True, port=2000 )
-
-    else: