commit flask project

Flask/disapi.py

+from flask import Flask, jsonify, request, render_template
+from pyexpat import model
+from xmlrpc.client import boolean
+from flask import Flask
+import pickle
+from flask_cors import CORS, cross_origin
+from flask_restful import Api,Resource
+
+
+model = pickle.load(open('disease_model.pickle', 'rb'))
+
+def predisease(arr):
+        result =model.predict([arr])
+        if result == 0:
+                Disease = 'Coccidiosis'
+        elif result == 1:
+                Disease = 'Fowl Cholera'
+        elif result == 2:
+                Disease = 'Avian Influenza'
+        elif result == 3:
+                Disease = 'Fowl Pox'
+        elif result == 4:
+                Disease = 'Infectious Bronchitis'
+        elif result == 5:
+                Disease = 'Newcastle disease'
+        elif result == 6:
+                Disease = 'Salmonellosis'
+        elif result == 7:
+                Disease = 'Infectious Coryza'
+        elif result == 8:
+                Disease = 'Mycoplasma'
+        elif result == 9:
+                Disease = 'Botulism'
+        elif result == 10:
+                Disease = 'Thrush'
+        elif result == 11:
+                Disease = 'Pullorum'
+        elif result == 12:
+                Disease = 'Marek’s Disease'
+        elif result == 13:
+                Disease = 'Aspergillosis'
+        elif result == 14:
+                Disease = 'Histomoniasis'
+        elif result == 15:
+                Disease = 'Egg Drop Syndrome'
+        elif result == 16:
+                Disease = 'Infectious Bursal Disease'
+        elif result == 17:
+                Disease = 'Rot gut disease'
+        elif result == 18:
+                Disease = 'Northern fowl mites'
+        elif result== 19:
+                Disease = 'Right ventricular failure and ascites syndrome'
+        elif result == 20:
+                Disease = 'Osteomalacia'
+        else:
+                Disease = 'Poultry Lice'
+        
+        return Disease

Flask/main.py

+from flask import Flask, jsonify, request, render_template
+from pyexpat import model
+from xmlrpc.client import boolean
+from flask import Flask
+import pickle
+from flask_cors import CORS, cross_origin
+from flask_restful import Api,Resource
+import disapi
+import mlapi
+import medi
+
+app = Flask(__name__)
+@app.route("/disease", methods=["GET"]) 
+def disease():
+        request_data = request.get_json()
+        print(request_data)
+        a = request_data["weight_loss"]
+        b = request_data["loss_of_appetite"]
+        c = request_data["swollen_joints"]
+        d = request_data["lameness"]
+        e = request_data["nasal_discharge"]
+        f = request_data["ocular_discharge"]
+        g = request_data["ruffled_feathers"]
+        h = request_data["diarrhea"]
+        i = request_data["mites"]
+        j = request_data["egg_production_decrease"]
+        k = request_data["inability_to_absorb_nutrients"]
+        l = request_data["distinctive_bumps"]
+        m = request_data["warts"]
+        n = request_data["stunted_growth"]
+        o = request_data["edema_in_the_comb"]
+        p = request_data["discoloration"]
+        q = request_data["coughing_and_sneezing"]
+        r = request_data["swelling"]
+        s = request_data["rales"]
+        t = request_data["gasping"]
+        u = request_data["muscular_tremors"]
+        v = request_data["opisthotonus"]
+        w = request_data["Closed_eyes"]
+        x = request_data["facial_swelling"]
+        y = request_data["increased_thirst"]
+        z = request_data["lethargy"]
+        a1 = request_data["profuse_tear_secretion"]
+        b1 = request_data["facial_skin_edema"]
+        c1 = request_data["progressing_tremors"]
+        d1 = request_data["drowsy"]
+        e1 = request_data["head_droop"]
+        f1 = request_data["laying_on_ground"]
+        g1 = request_data["Thick_large_white_patches_on_the_inside_the_mouth_and_crop_areas"]
+        h1 = request_data["Crusty_looking_eyes"]
+        i1 = request_data["hyperemic"]
+        j1 = request_data["high_fever"]
+        k1 = request_data["paralysis"]
+        l1 = request_data["dehydration"]
+        m1 = request_data["unkempt_feathers"]
+        n1 = request_data["yellow_fecal_droppings"]
+        o1 = request_data["dullness"]
+        p1 = request_data["reduction_in_the_size_of_the_egg"]
+        q1 = request_data["Rough_scaly_feathers"]
+        r1 = request_data["bloated_abdomen"]
+        s1 = request_data["brittle_bones"]
+        t1 = request_data["redness_or_scrabs_on_skin"]
+        Disease = disapi.predisease([a, b, c, d, e, f, g, h, i, j, k, l, m, n, o, p, q, r, s, t, u, v, w, x, y, z, a1, b1, c1, d1, e1, f1, g1, h1, i1, j1, k1, l1, m1, n1, o1, p1, q1, r1, s1, t1])
+        return jsonify(Disease)
+
+@app.route("/stage", methods=["GET"])   
+def stage(): 
+        request_data = request.get_json()
+        print(request_data)
+        a = request_data["weight_loss"]
+        b = request_data["loss_of_appetite"]
+        c = request_data["swollen_joints"]
+        d = request_data["lameness"]
+        e = request_data["nasal_discharge"]
+        f = request_data["ocular_discharge"]
+        g = request_data["ruffled_feathers"]
+        h = request_data["diarrhea"]
+        i = request_data["mites"]
+        j = request_data["egg_production_decrease"]
+        k = request_data["inability_to_absorb_nutrients"]
+        l = request_data["distinctive_bumps"]
+        m = request_data["warts"]
+        n = request_data["stunted_growth"]
+        o = request_data["edema_in_the_comb"]
+        p = request_data["discoloration"]
+        q = request_data["coughing_and_sneezing"]
+        r = request_data["swelling"]
+        s = request_data["rales"]
+        t = request_data["gasping"]
+        u = request_data["muscular_tremors"]
+        v = request_data["opisthotonus"]
+        w = request_data["Closed_eyes"]
+        x = request_data["facial_swelling"]
+        y = request_data["increased_thirst"]
+        z = request_data["lethargy"]
+        a1 = request_data["profuse_tear_secretion"]
+        b1 = request_data["facial_skin_edema"]
+        c1 = request_data["progressing_tremors"]
+        d1 = request_data["drowsy"]
+        e1 = request_data["head_droop"]
+        f1 = request_data["laying_on_ground"]
+        g1 = request_data["Thick_large_white_patches_on_the_inside_the_mouth_and_crop_areas"]
+        h1 = request_data["Crusty_looking_eyes"]
+        i1 = request_data["hyperemic"]
+        j1 = request_data["high_fever"]
+        k1 = request_data["paralysis"]
+        l1 = request_data["dehydration"]
+        m1 = request_data["unkempt_feathers"]
+        n1 = request_data["yellow_fecal_droppings"]
+        o1 = request_data["dullness"]
+        p1 = request_data["reduction_in_the_size_of_the_egg"]
+        q1 = request_data["Rough_scaly_feathers"]
+        r1 = request_data["bloated_abdomen"]
+        s1 = request_data["brittle_bones"]
+        t1 = request_data["redness_or_scrabs_on_skin"]
+        Stage = mlapi.predstage([a, b, c, d, e, f, g, h, i, j, k, l, m, n, o, p, q, r, s, t, u, v, w, x, y, z, a1, b1, c1, d1, e1, f1, g1, h1, i1, j1, k1, l1, m1, n1, o1, p1, q1, r1, s1, t1])
+        return jsonify(Stage)
+
+@app.route("/medi", methods=["GET"])   
+def medicine(): 
+
+    request_data = request.get_json()
+    print(request_data)
+    a = request_data["prognosis"]
+    b = request_data["stage"]
+    Medi = medi.predmed([a, b])
+    return jsonify(Medi)
+
+
+if __name__=='__main__':
+    app.run(debug=True)

Flask/mlapi.py

+from flask import Flask, jsonify, request, render_template
+from pyexpat import model
+from xmlrpc.client import boolean
+from flask import Flask
+import pickle
+from flask_cors import CORS, cross_origin
+from flask_restful import Api,Resource
+
+
+model = pickle.load(open('stage_model.pickle', 'rb'))
+
+ 
+def predstage(arr): 
+        result=model.predict([arr])
+        if result == 0:
+                Stage = 'Stage 1'
+        elif result == 1:
+                Stage = 'Stage 2'
+        else:
+                Stage = 'Stage 3'
+        return Stage
+
+
+