Add Performance and Accuracy Testing Script for FertiScan Pipeline

.devcontainer/devcontainer.json

@@ -0,0 +1,30 @@
+{
+  "name": "Python 3",
+  "image": "mcr.microsoft.com/devcontainers/python:1-3.12-bullseye",
+  "features": {
+    "ghcr.io/devcontainers/features/common-utils:2": {}
+  },
+  //"forwardPorts": [],
+  "postCreateCommand": "pip3 install --user -r requirements.txt",
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        "ms-toolsai.jupyter",
+        "stkb.rewrap",
+        "DavidAnson.vscode-markdownlint",
+        "charliermarsh.ruff",
+        "GitHub.vscode-pull-request-github"
+      ]
+    }
+  },
+  "mounts": [
+    "source=/var/run/docker.sock,target=/var/run/docker.sock,type=bind"
+  ],
+  "remoteUser": "vscode", // Use a non-root user
+  "containerEnv": {
+    "PYTHONUNBUFFERED": "1",
+    "PYTHONPATH": "/workspace/src"
+  }
+}

.github/dependabot.yml

@@ -0,0 +1,12 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for more information:
+# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+# https://containers.dev/guide/dependabot
+
+version: 2
+updates:
+ - package-ecosystem: "devcontainers"
+   directory: "/"
+   schedule:
+     interval: weekly

.gitignore

@@ -169,3 +169,5 @@ cython_debug/
 
 # Testing artifacts
 end_to_end_pipeline_artifacts
+reports
+logs

expected.json

@@ -1,75 +1,84 @@
 {
-  "company_name":"GreenGrow Fertilizers Inc.",
-  "company_address":"123 Greenway Blvd, Springfield IL 62701 USA",
-  "company_website":"www.greengrowfertilizers.com",
-  "company_phone_number":"+1 800 555 0199",
-  "manufacturer_name":"AgroTech Industries Ltd.",
-  "manufacturer_address":"456 Industrial Park Rd, Oakville ON L6H 5V4 Canada",
-  "manufacturer_website":"www.agrotechindustries.com",
-  "manufacturer_phone_number":"+1 416 555 0123",
-  "fertiliser_name":"SuperGrow 20-20-20",
-  "registration_number":"F12345678",
-  "lot_number":"L987654321",
-  "weight":[
-    {
-      "value":"25",
-      "unit":"kg"
-    },
-    {
-      "value":"55",
-      "unit":"lb"
+  "company_name": "GreenGrow Inc.",
+  "company_address": "123 Green Road, Farmville, State, 12345",
+  "company_website": "https://www.greengrow.com",
+  "company_phone_number": "123-456-7890",
+  "manufacturer_name": "AgriSupply Co.",
+  "manufacturer_address": "456 Supply Lane, AgriTown, State, 67890",
+  "manufacturer_website": "https://www.agrisupply.com",
+  "manufacturer_phone_number": "987-654-3210",
+  "fertiliser_name": "GreenGrow Fertilizer 20-20-20",
+  "registration_number": "FG123456",
+  "lot_number": "LOT20240901",
+  "weight": [
+    {
+      "value": 50,
+      "unit": "kg"
     }
   ],
-  "density":{
-    "value":"1.2",
-    "unit":"g/cm³"
+  "density": {
+    "value": 1.5,
+    "unit": "g/cm³"
   },
-  "volume":{
-    "value":"20.8",
-    "unit":"L"
+  "volume": {
+    "value": 33.3,
+    "unit": "L"
+  },
+  "npk": "20-20-20",
+  "guaranteed_analysis_en": {
+    "title": "Guaranteed Analysis",
+    "nutrients": [
+      {
+        "nutrient": "Total Nitrogen (N)",
+        "value": 20,
+        "unit": "%"
+      },
+      {
+        "nutrient": "Available Phosphate (P2O5)",
+        "value": 20,
+        "unit": "%"
+      },
+      {
+        "nutrient": "Soluble Potash (K2O)",
+        "value": 20,
+        "unit": "%"
+      }
+    ]
+  },
+  "guaranteed_analysis_fr": {
+    "title": "Analyse Garantie",
+    "nutrients": [
+      {
+        "nutrient": "Azote total (N)",
+        "value": 20,
+        "unit": "%"
+      },
+      {
+        "nutrient": "Phosphate assimilable (P2O5)",
+        "value": 20,
+        "unit": "%"
+      },
+      {
+        "nutrient": "Potasse soluble (K2O)",
+        "value": 20,
+        "unit": "%"
+      }
+    ]
   },
-  "npk":"20-20-20",
-  "warranty":"Guaranteed analysis of nutrients.",
-  "cautions_en":[
-    "Keep out of reach of children.",
-    "Avoid contact with skin and eyes."
-  ],
-  "instructions_en":[
-    "1. Dissolve 50g in 10L of water.",
-    "2. Apply every 2 weeks.",
-    "3. Store in a cool, dry place."
-  ],
-  "micronutrients_en":[
-    {
-      "nutrient":"Iron (Fe)",
-      "value":"0.10",
-      "unit":"%"
-    },
-    {
-      "nutrient":"Zinc (Zn)",
-      "value":"0.05",
-      "unit":"%"
-    },
-    {
-      "nutrient":"Manganese (Mn)",
-      "value":"0.05",
-      "unit":"%"
-    }
-  ],
   "ingredients_en":[
     {
       "nutrient":"Bone meal",
-      "value":"5",
+      "value":5,
       "unit":"%"
     },
     {
       "nutrient":"Seaweed extract",
-      "value":"3",
+      "value":3,
       "unit":"%"
     },
     {
       "nutrient":"Humic acid",
-      "value":"2",
+      "value":2,
       "unit":"%"
     },
     {
@@ -82,56 +91,20 @@
       "nutrient":"Perlite"
     }
   ],
-  "specifications_en":[
-    {
-      "humidity":"10",
-      "ph":"6.5",
-      "solubility":"100"
-    }
-  ],
-  "first_aid_en":[
-    "In case of contact with eyes, rinse immediately with plenty of water and seek medical advice."
-  ],
-  "cautions_fr":[
-    "Tenir hors de portée des enfants.",
-    "Éviter le contact avec la peau et les yeux."
-  ],
-  "instructions_fr":[
-    "1. Dissoudre 50g dans 10L d'eau.",
-    "2. Appliquer toutes les 2 semaines.",
-    "3. Conserver dans un endroit frais et sec."
-  ],
-  "micronutrients_fr":[
-    {
-      "nutrient":"Fer (Fe)",
-      "value":"0.10",
-      "unit":"%"
-    },
-    {
-      "nutrient":"Zinc (Zn)",
-      "value":"0.05",
-      "unit":"%"
-    },
-    {
-      "nutrient":"Manganèse (Mn)",
-      "value":"0.05",
-      "unit":"%"
-    }
-  ],
   "ingredients_fr":[
     {
       "nutrient":"Farine d'os",
-      "value":"5",
+      "value":5,
       "unit":"%"
     },
     {
       "nutrient":"Extrait d'algues",
-      "value":"3",
+      "value":3,
       "unit":"%"
     },
     {
       "nutrient":"Acide humique",
-      "value":"2",
+      "value":2,
       "unit":"%"
     },
     {
@@ -144,31 +117,20 @@
       "nutrient":"Perlite"
     }
   ],
-  "specifications_fr":[
-    {
-      "humidity":"10",
-      "ph":"6.5",
-      "solubility":"100"
-    }
+  "cautions_en": [
+    "Keep out of reach of children.",
+    "Store in a cool, dry place."
   ],
-  "first_aid_fr":[
-    "En cas de contact avec les yeux, rincer immédiatement à grande eau et consulter un médecin."
+  "cautions_fr": [
+    "Garder hors de la portée des enfants.",
+    "Conserver dans un endroit frais et sec."
   ],
-  "guaranteed_analysis":[
-    {
-      "nutrient":"Total Nitrogen (N)",
-      "value":"20",
-      "unit":"%"
-    },
-    {
-      "nutrient":"Available Phosphate (P2O5)",
-      "value":"20",
-      "unit":"%"
-    },
-    {
-      "nutrient":"Soluble Potash (K2O)",
-      "value":"20",
-      "unit":"%"
-    }
+  "instructions_en": [
+    "Apply evenly across the field at a rate of 5 kg per hectare.",
+    "Water thoroughly after application."
+  ],
+  "instructions_fr": [
+    "Appliquer uniformément sur le champ à raison de 5 kg par hectare.",
+    "Arroser abondamment après l'application."
   ]
 }