From 8181ead48ca1d9138df5328a40baccbf858c2f69 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 00:49:53 -0500
Subject: [PATCH 01/11] Adds the python-nextroute community app

---
 .../golden/python-nextroute/inputs/input.json | 263 ++++++++
 .../python-nextroute/inputs/input.json.golden | 628 ++++++++++++++++++
 .nextmv/golden/python-nextroute/main_test.go  |  46 ++
 .nextmv/readme/python-nextroute/0.sh          |   1 +
 .nextmv/readme/python-nextroute/0.sh.golden   |   0
 .nextmv/readme/python-nextroute/1.sh          |   2 +
 .nextmv/readme/workflow-configuration.yml     |  10 +-
 .nextmv/release/requirements.txt              |   2 +-
 .nextmv/workflow-configuration.yml            |   6 +
 go-nextroute/README.md                        |   2 +-
 python-ampl-facilitylocation/requirements.txt |   2 +-
 python-ampl-knapsack/requirements.txt         |   2 +-
 .../requirements.txt                          |   2 +-
 python-gurobi-knapsack/requirements.txt       |   2 +-
 python-hello-world/requirements.txt           |   2 +-
 python-hexaly-knapsack/requirements.txt       |   2 +-
 python-highs-knapsack/requirements.txt        |   2 +-
 python-nextroute/LICENSE                      | 201 ++++++
 python-nextroute/README.md                    |  27 +
 python-nextroute/app.yaml                     |  11 +
 python-nextroute/input.json                   | 263 ++++++++
 python-nextroute/main.py                      |  62 ++
 python-nextroute/requirements.txt             |   2 +
 python-ortools-costflow/requirements.txt      |   2 +-
 .../requirements.txt                          |   2 +-
 .../requirements.txt                          |   2 +-
 python-ortools-knapsack/requirements.txt      |   2 +-
 python-ortools-routing/requirements.txt       |   2 +-
 .../requirements.txt                          |   2 +-
 python-ortools-shiftplanning/requirements.txt |   2 +-
 python-pyomo-knapsack/requirements.txt        |   2 +-
 python-pyomo-shiftassignment/requirements.txt |   2 +-
 python-pyomo-shiftplanning/requirements.txt   |   2 +-
 .../requirements-arm64.txt                    |   2 +-
 .../requirements.txt                          |   2 +-
 python-pyvroom-routing/requirements.txt       |   2 +-
 python-xpress-knapsack/requirements.txt       |   2 +-
 37 files changed, 1539 insertions(+), 29 deletions(-)
 create mode 100644 .nextmv/golden/python-nextroute/inputs/input.json
 create mode 100644 .nextmv/golden/python-nextroute/inputs/input.json.golden
 create mode 100644 .nextmv/golden/python-nextroute/main_test.go
 create mode 100644 .nextmv/readme/python-nextroute/0.sh
 create mode 100644 .nextmv/readme/python-nextroute/0.sh.golden
 create mode 100644 .nextmv/readme/python-nextroute/1.sh
 create mode 100644 python-nextroute/LICENSE
 create mode 100644 python-nextroute/README.md
 create mode 100644 python-nextroute/app.yaml
 create mode 100644 python-nextroute/input.json
 create mode 100644 python-nextroute/main.py
 create mode 100644 python-nextroute/requirements.txt

diff --git a/.nextmv/golden/python-nextroute/inputs/input.json b/.nextmv/golden/python-nextroute/inputs/input.json
new file mode 100644
index 0000000..bfb9969
--- /dev/null
+++ b/.nextmv/golden/python-nextroute/inputs/input.json
@@ -0,0 +1,263 @@
+{
+  "defaults": {
+    "vehicles": {
+      "capacity": {
+        "bunnies": 20,
+        "rabbits": 10
+      },
+      "start_location": {
+        "lat": 35.791729813680874,
+        "lon": -78.7401685145487
+      },
+      "end_location": {
+        "lat": 35.791729813680874,
+        "lon": -78.7401685145487
+      },
+      "speed": 10
+    },
+    "stops": {
+      "duration": 300,
+      "quantity": {
+        "bunnies": -1,
+        "rabbits": -1
+      },
+      "unplanned_penalty": 200000,
+      "target_arrival_time": "2023-01-01T10:00:00Z",
+      "early_arrival_time_penalty": 1.5,
+      "late_arrival_time_penalty": 1.5
+    }
+  },
+  "stops": [
+    {
+      "id": "s1",
+      "location": {
+        "lon": -78.90919,
+        "lat": 35.72389
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s2",
+      "location": {
+        "lon": -78.813862,
+        "lat": 35.75712
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s3",
+      "location": {
+        "lon": -78.92996,
+        "lat": 35.932795
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s4",
+      "location": {
+        "lon": -78.505745,
+        "lat": 35.77772
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s5",
+      "location": {
+        "lon": -78.75084,
+        "lat": 35.732995
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s6",
+      "location": {
+        "lon": -78.788025,
+        "lat": 35.813025
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s7",
+      "location": {
+        "lon": -78.749391,
+        "lat": 35.74261
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s8",
+      "location": {
+        "lon": -78.94658,
+        "lat": 36.039135
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s9",
+      "location": {
+        "lon": -78.64972,
+        "lat": 35.64796
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s10",
+      "location": {
+        "lon": -78.747955,
+        "lat": 35.672955
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s11",
+      "location": {
+        "lon": -78.83403,
+        "lat": 35.77013
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s12",
+      "location": {
+        "lon": -78.864465,
+        "lat": 35.782855
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s13",
+      "location": {
+        "lon": -78.952142,
+        "lat": 35.88029
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s14",
+      "location": {
+        "lon": -78.52748,
+        "lat": 35.961465
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s15",
+      "location": {
+        "lon": -78.89832,
+        "lat": 35.83202
+      }
+    },
+    {
+      "id": "s16",
+      "location": {
+        "lon": -78.63216,
+        "lat": 35.83458
+      }
+    },
+    {
+      "id": "s17",
+      "location": {
+        "lon": -78.76063,
+        "lat": 35.67337
+      }
+    },
+    {
+      "id": "s18",
+      "location": {
+        "lon": -78.911485,
+        "lat": 36.009015
+      }
+    },
+    {
+      "id": "s19",
+      "location": {
+        "lon": -78.522705,
+        "lat": 35.93663
+      }
+    },
+    {
+      "id": "s20",
+      "location": {
+        "lon": -78.995162,
+        "lat": 35.97414
+      }
+    },
+    {
+      "id": "s21",
+      "location": {
+        "lon": -78.50509,
+        "lat": 35.7606
+      }
+    },
+    {
+      "id": "s22",
+      "location": {
+        "lon": -78.828547,
+        "lat": 35.962635
+      },
+      "precedes": ["s16", "s23"]
+    },
+    {
+      "id": "s23",
+      "location": {
+        "lon": -78.60914,
+        "lat": 35.84616
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ]
+    },
+    {
+      "id": "s24",
+      "location": {
+        "lon": -78.65521,
+        "lat": 35.740605
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ],
+      "succeeds": "s25"
+    },
+    {
+      "id": "s25",
+      "location": {
+        "lon": -78.92051,
+        "lat": 35.887575
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ],
+      "precedes": "s26"
+    },
+    {
+      "id": "s26",
+      "location": {
+        "lon": -78.84058,
+        "lat": 35.823865
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ]
+    }
+  ],
+  "vehicles": [
+    {
+      "id": "vehicle-0",
+      "start_time": "2023-01-01T06:00:00-06:00",
+      "end_time": "2023-01-01T10:00:00-06:00",
+      "activation_penalty": 4000,
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "vehicle-1",
+      "start_time": "2023-01-01T10:00:00-06:00",
+      "end_time": "2023-01-01T16:00:00-06:00",
+      "max_duration": 21000,
+      "compatibility_attributes": ["basic"]
+    }
+  ]
+}
diff --git a/.nextmv/golden/python-nextroute/inputs/input.json.golden b/.nextmv/golden/python-nextroute/inputs/input.json.golden
new file mode 100644
index 0000000..9b5373e
--- /dev/null
+++ b/.nextmv/golden/python-nextroute/inputs/input.json.golden
@@ -0,0 +1,628 @@
+{
+  "options": {
+    "check": {
+      "duration": 30000000000,
+      "verbosity": "off"
+    },
+    "format": {
+      "disable": {
+        "progression": true
+      }
+    },
+    "model": {
+      "constraints": {
+        "disable": {
+          "attributes": false,
+          "capacities": null,
+          "capacity": false,
+          "distance_limit": false,
+          "groups": false,
+          "maximum_duration": false,
+          "maximum_stops": false,
+          "maximum_wait_stop": false,
+          "maximum_wait_vehicle": false,
+          "mixing_items": false,
+          "precedence": false,
+          "start_time_windows": false,
+          "vehicle_end_time": false,
+          "vehicle_start_time": false
+        },
+        "enable": {
+          "cluster": false
+        }
+      },
+      "objectives": {
+        "capacities": "",
+        "cluster": 0,
+        "early_arrival_penalty": 1,
+        "late_arrival_penalty": 1,
+        "min_stops": 1,
+        "travel_duration": 0,
+        "unplanned_penalty": 1,
+        "vehicle_activation_penalty": 1,
+        "vehicles_duration": 1
+      },
+      "properties": {
+        "disable": {
+          "duration_groups": false,
+          "durations": false,
+          "initial_solution": false,
+          "stop_duration_multipliers": false
+        }
+      },
+      "validate": {
+        "disable": {
+          "resources": false,
+          "start_time": false
+        },
+        "enable": {
+          "matrix": false,
+          "matrix_asymmetry_tolerance": 20
+        }
+      }
+    },
+    "solve": {
+      "duration": 3000000000,
+      "iterations": 50,
+      "parallel_runs": 1,
+      "run_deterministically": true,
+      "start_solutions": 1
+    }
+  },
+  "solutions": [
+    {
+      "objective": {
+        "name": "1 * vehicle_activation_penalty + 1 * vehicles_duration + 1 * unplanned_penalty + 1 * early_arrival_penalty + 1 * late_arrival_penalty",
+        "objectives": [
+          {
+            "base": 4000,
+            "factor": 1,
+            "name": "vehicle_activation_penalty",
+            "value": 4000
+          },
+          {
+            "base": 34394.3133084774,
+            "factor": 1,
+            "name": "vehicles_duration",
+            "value": 34394.3133084774
+          },
+          {
+            "base": 1400000,
+            "factor": 1,
+            "name": "unplanned_penalty",
+            "value": 1400000
+          },
+          {
+            "factor": 1,
+            "name": "early_arrival_penalty",
+            "value": 0
+          },
+          {
+            "base": 621271.1251366138,
+            "factor": 1,
+            "name": "late_arrival_penalty",
+            "value": 621271.1251366138
+          }
+        ],
+        "value": 2059665.4384450912
+      },
+      "unplanned": [
+        {
+          "id": "s16",
+          "location": {
+            "lat": 35.83458,
+            "lon": -78.63216
+          }
+        },
+        {
+          "id": "s22",
+          "location": {
+            "lat": 35.962635,
+            "lon": -78.828547
+          }
+        },
+        {
+          "id": "s23",
+          "location": {
+            "lat": 35.84616,
+            "lon": -78.60914
+          }
+        },
+        {
+          "id": "s24",
+          "location": {
+            "lat": 35.740605,
+            "lon": -78.65521
+          }
+        },
+        {
+          "id": "s25",
+          "location": {
+            "lat": 35.887575,
+            "lon": -78.92051
+          }
+        },
+        {
+          "id": "s26",
+          "location": {
+            "lat": 35.823865,
+            "lon": -78.84058
+          }
+        },
+        {
+          "id": "s4",
+          "location": {
+            "lat": 35.77772,
+            "lon": -78.505745
+          }
+        }
+      ],
+      "vehicles": [
+        {
+          "id": "vehicle-0",
+          "route": [
+            {
+              "arrival_time": "2023-01-01T06:00:00-06:00",
+              "cumulative_travel_duration": 0,
+              "end_time": "2023-01-01T06:00:00-06:00",
+              "start_time": "2023-01-01T06:00:00-06:00",
+              "stop": {
+                "id": "vehicle-0-start",
+                "location": {
+                  "lat": 35.791729813680874,
+                  "lon": -78.7401685145487
+                }
+              },
+              "travel_duration": 0
+            },
+            {
+              "arrival_time": "2023-01-01T06:09:12-06:00",
+              "cumulative_travel_distance": 5524,
+              "cumulative_travel_duration": 552,
+              "duration": 300,
+              "end_time": "2023-01-01T06:14:12-06:00",
+              "late_arrival_duration": 7752,
+              "start_time": "2023-01-01T06:09:12-06:00",
+              "stop": {
+                "id": "s7",
+                "location": {
+                  "lat": 35.74261,
+                  "lon": -78.749391
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 5524,
+              "travel_duration": 552
+            },
+            {
+              "arrival_time": "2023-01-01T06:28:29-06:00",
+              "cumulative_travel_distance": 14094,
+              "cumulative_travel_duration": 1409,
+              "duration": 300,
+              "end_time": "2023-01-01T06:33:29-06:00",
+              "late_arrival_duration": 8909,
+              "start_time": "2023-01-01T06:28:29-06:00",
+              "stop": {
+                "id": "s6",
+                "location": {
+                  "lat": 35.813025,
+                  "lon": -78.788025
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 8570,
+              "travel_duration": 857
+            },
+            {
+              "arrival_time": "2023-01-01T06:49:20-06:00",
+              "cumulative_travel_distance": 23604,
+              "cumulative_travel_duration": 2360,
+              "duration": 300,
+              "end_time": "2023-01-01T06:54:20-06:00",
+              "late_arrival_duration": 10160,
+              "start_time": "2023-01-01T06:49:20-06:00",
+              "stop": {
+                "id": "s5",
+                "location": {
+                  "lat": 35.732995,
+                  "lon": -78.75084
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 9510,
+              "travel_duration": 951
+            },
+            {
+              "arrival_time": "2023-01-01T07:05:29-06:00",
+              "cumulative_travel_distance": 30292,
+              "cumulative_travel_duration": 3029,
+              "duration": 300,
+              "end_time": "2023-01-01T07:10:29-06:00",
+              "late_arrival_duration": 11129,
+              "start_time": "2023-01-01T07:05:29-06:00",
+              "stop": {
+                "id": "s17",
+                "location": {
+                  "lat": 35.67337,
+                  "lon": -78.76063
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 6688,
+              "travel_duration": 668
+            },
+            {
+              "arrival_time": "2023-01-01T07:34:43-06:00",
+              "cumulative_travel_distance": 44835,
+              "cumulative_travel_duration": 4483,
+              "duration": 300,
+              "end_time": "2023-01-01T07:39:43-06:00",
+              "late_arrival_duration": 12883,
+              "start_time": "2023-01-01T07:34:43-06:00",
+              "stop": {
+                "id": "s1",
+                "location": {
+                  "lat": 35.72389,
+                  "lon": -78.90919
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 14543,
+              "travel_duration": 1454
+            },
+            {
+              "arrival_time": "2023-01-01T07:55:20-06:00",
+              "cumulative_travel_distance": 54198,
+              "cumulative_travel_duration": 5420,
+              "duration": 300,
+              "end_time": "2023-01-01T08:00:20-06:00",
+              "late_arrival_duration": 14120,
+              "start_time": "2023-01-01T07:55:20-06:00",
+              "stop": {
+                "id": "s2",
+                "location": {
+                  "lat": 35.75712,
+                  "lon": -78.813862
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 9363,
+              "travel_duration": 936
+            },
+            {
+              "arrival_time": "2023-01-01T08:19:08-06:00",
+              "cumulative_travel_distance": 65484,
+              "cumulative_travel_duration": 6548,
+              "duration": 300,
+              "end_time": "2023-01-01T08:24:08-06:00",
+              "late_arrival_duration": 15548,
+              "start_time": "2023-01-01T08:19:08-06:00",
+              "stop": {
+                "id": "s15",
+                "location": {
+                  "lat": 35.83202,
+                  "lon": -78.89832
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 11286,
+              "travel_duration": 1128
+            },
+            {
+              "arrival_time": "2023-01-01T08:43:25-06:00",
+              "cumulative_travel_distance": 77046,
+              "cumulative_travel_duration": 7705,
+              "duration": 300,
+              "end_time": "2023-01-01T08:48:25-06:00",
+              "late_arrival_duration": 17005,
+              "start_time": "2023-01-01T08:43:25-06:00",
+              "stop": {
+                "id": "s3",
+                "location": {
+                  "lat": 35.932795,
+                  "lon": -78.92996
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 11562,
+              "travel_duration": 1156
+            },
+            {
+              "arrival_time": "2023-01-01T09:02:48-06:00",
+              "cumulative_travel_distance": 85682,
+              "cumulative_travel_duration": 8568,
+              "duration": 300,
+              "end_time": "2023-01-01T09:07:48-06:00",
+              "late_arrival_duration": 18168,
+              "start_time": "2023-01-01T09:02:48-06:00",
+              "stop": {
+                "id": "s18",
+                "location": {
+                  "lat": 36.009015,
+                  "lon": -78.911485
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 8636,
+              "travel_duration": 863
+            },
+            {
+              "arrival_time": "2023-01-01T09:55:35-06:00",
+              "cumulative_travel_distance": 114350,
+              "cumulative_travel_duration": 11435,
+              "end_time": "2023-01-01T09:55:35-06:00",
+              "start_time": "2023-01-01T09:55:35-06:00",
+              "stop": {
+                "id": "vehicle-0-end",
+                "location": {
+                  "lat": 35.791729813680874,
+                  "lon": -78.7401685145487
+                }
+              },
+              "travel_distance": 28668,
+              "travel_duration": 2866
+            }
+          ],
+          "route_duration": 14135,
+          "route_stops_duration": 2700,
+          "route_travel_distance": 114350,
+          "route_travel_duration": 11435
+        },
+        {
+          "id": "vehicle-1",
+          "route": [
+            {
+              "arrival_time": "2023-01-01T10:00:00-06:00",
+              "cumulative_travel_duration": 0,
+              "end_time": "2023-01-01T10:00:00-06:00",
+              "start_time": "2023-01-01T10:00:00-06:00",
+              "stop": {
+                "id": "vehicle-1-start",
+                "location": {
+                  "lat": 35.791729813680874,
+                  "lon": -78.7401685145487
+                }
+              },
+              "travel_duration": 0
+            },
+            {
+              "arrival_time": "2023-01-01T10:14:40-06:00",
+              "cumulative_travel_distance": 8801,
+              "cumulative_travel_duration": 880,
+              "duration": 300,
+              "end_time": "2023-01-01T10:19:40-06:00",
+              "late_arrival_duration": 22480,
+              "start_time": "2023-01-01T10:14:40-06:00",
+              "stop": {
+                "id": "s11",
+                "location": {
+                  "lat": 35.77013,
+                  "lon": -78.83403
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 8801,
+              "travel_duration": 880
+            },
+            {
+              "arrival_time": "2023-01-01T10:24:48-06:00",
+              "cumulative_travel_distance": 11889,
+              "cumulative_travel_duration": 1188,
+              "duration": 300,
+              "end_time": "2023-01-01T10:29:48-06:00",
+              "late_arrival_duration": 23088,
+              "start_time": "2023-01-01T10:24:48-06:00",
+              "stop": {
+                "id": "s12",
+                "location": {
+                  "lat": 35.782855,
+                  "lon": -78.864465
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 3088,
+              "travel_duration": 308
+            },
+            {
+              "arrival_time": "2023-01-01T10:56:41-06:00",
+              "cumulative_travel_distance": 28011,
+              "cumulative_travel_duration": 2801,
+              "duration": 300,
+              "end_time": "2023-01-01T11:01:41-06:00",
+              "late_arrival_duration": 25001,
+              "start_time": "2023-01-01T10:56:41-06:00",
+              "stop": {
+                "id": "s10",
+                "location": {
+                  "lat": 35.672955,
+                  "lon": -78.747955
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 16122,
+              "travel_duration": 1612
+            },
+            {
+              "arrival_time": "2023-01-01T11:17:11-06:00",
+              "cumulative_travel_distance": 37310,
+              "cumulative_travel_duration": 3731,
+              "duration": 300,
+              "end_time": "2023-01-01T11:22:11-06:00",
+              "late_arrival_duration": 26231,
+              "start_time": "2023-01-01T11:17:11-06:00",
+              "stop": {
+                "id": "s9",
+                "location": {
+                  "lat": 35.64796,
+                  "lon": -78.64972
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 9299,
+              "travel_duration": 929
+            },
+            {
+              "arrival_time": "2023-01-01T11:52:20-06:00",
+              "cumulative_travel_distance": 55404,
+              "cumulative_travel_duration": 5540,
+              "duration": 300,
+              "end_time": "2023-01-01T11:57:20-06:00",
+              "late_arrival_duration": 28340,
+              "start_time": "2023-01-01T11:52:20-06:00",
+              "stop": {
+                "id": "s21",
+                "location": {
+                  "lat": 35.7606,
+                  "lon": -78.50509
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 18094,
+              "travel_duration": 1809
+            },
+            {
+              "arrival_time": "2023-01-01T12:34:43-06:00",
+              "cumulative_travel_distance": 77830,
+              "cumulative_travel_duration": 7783,
+              "duration": 300,
+              "end_time": "2023-01-01T12:39:43-06:00",
+              "late_arrival_duration": 30883,
+              "start_time": "2023-01-01T12:34:43-06:00",
+              "stop": {
+                "id": "s14",
+                "location": {
+                  "lat": 35.961465,
+                  "lon": -78.52748
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 22426,
+              "travel_duration": 2242
+            },
+            {
+              "arrival_time": "2023-01-01T12:44:22-06:00",
+              "cumulative_travel_distance": 80624,
+              "cumulative_travel_duration": 8062,
+              "duration": 300,
+              "end_time": "2023-01-01T12:49:22-06:00",
+              "late_arrival_duration": 31462,
+              "start_time": "2023-01-01T12:44:22-06:00",
+              "stop": {
+                "id": "s19",
+                "location": {
+                  "lat": 35.93663,
+                  "lon": -78.522705
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 2794,
+              "travel_duration": 279
+            },
+            {
+              "arrival_time": "2023-01-01T13:54:40-06:00",
+              "cumulative_travel_distance": 119804,
+              "cumulative_travel_duration": 11980,
+              "duration": 300,
+              "end_time": "2023-01-01T13:59:40-06:00",
+              "late_arrival_duration": 35680,
+              "start_time": "2023-01-01T13:54:40-06:00",
+              "stop": {
+                "id": "s13",
+                "location": {
+                  "lat": 35.88029,
+                  "lon": -78.952142
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 39180,
+              "travel_duration": 3918
+            },
+            {
+              "arrival_time": "2023-01-01T14:18:14-06:00",
+              "cumulative_travel_distance": 130935,
+              "cumulative_travel_duration": 13094,
+              "duration": 300,
+              "end_time": "2023-01-01T14:23:14-06:00",
+              "late_arrival_duration": 37094,
+              "start_time": "2023-01-01T14:18:14-06:00",
+              "stop": {
+                "id": "s20",
+                "location": {
+                  "lat": 35.97414,
+                  "lon": -78.995162
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 11131,
+              "travel_duration": 1113
+            },
+            {
+              "arrival_time": "2023-01-01T14:37:18-06:00",
+              "cumulative_travel_distance": 139380,
+              "cumulative_travel_duration": 13938,
+              "duration": 300,
+              "end_time": "2023-01-01T14:42:18-06:00",
+              "late_arrival_duration": 38238,
+              "start_time": "2023-01-01T14:37:18-06:00",
+              "stop": {
+                "id": "s8",
+                "location": {
+                  "lat": 36.039135,
+                  "lon": -78.94658
+                }
+              },
+              "target_arrival_time": "2023-01-01T04:00:00-06:00",
+              "travel_distance": 8445,
+              "travel_duration": 844
+            },
+            {
+              "arrival_time": "2023-01-01T15:37:38-06:00",
+              "cumulative_travel_distance": 172581,
+              "cumulative_travel_duration": 17258,
+              "end_time": "2023-01-01T15:37:38-06:00",
+              "start_time": "2023-01-01T15:37:38-06:00",
+              "stop": {
+                "id": "vehicle-1-end",
+                "location": {
+                  "lat": 35.791729813680874,
+                  "lon": -78.7401685145487
+                }
+              },
+              "travel_distance": 33201,
+              "travel_duration": 3320
+            }
+          ],
+          "route_duration": 20258,
+          "route_stops_duration": 3000,
+          "route_travel_distance": 172581,
+          "route_travel_duration": 17258
+        }
+      ]
+    }
+  ],
+  "statistics": {
+    "result": {
+      "custom": {
+        "activated_vehicles": 2,
+        "max_duration": 20258,
+        "max_stops_in_vehicle": 10,
+        "max_travel_duration": 17258,
+        "min_duration": 14135,
+        "min_stops_in_vehicle": 9,
+        "min_travel_duration": 11435,
+        "unplanned_stops": 7
+      },
+      "duration": 0.123,
+      "value": 2059665.4384450912
+    },
+    "run": {
+      "duration": 0.123,
+      "iterations": 50
+    },
+    "schema": "v1"
+  },
+  "version": {
+    "nextroute": "VERSION",
+    "sdk": "VERSION"
+  }
+}
diff --git a/.nextmv/golden/python-nextroute/main_test.go b/.nextmv/golden/python-nextroute/main_test.go
new file mode 100644
index 0000000..d999c6f
--- /dev/null
+++ b/.nextmv/golden/python-nextroute/main_test.go
@@ -0,0 +1,46 @@
+package mip
+
+import (
+	"os"
+	"testing"
+
+	"github.com/nextmv-io/sdk/golden"
+)
+
+func TestMain(m *testing.M) {
+	code := m.Run()
+	os.Exit(code)
+}
+
+func TestGolden(t *testing.T) {
+	golden.FileTests(
+		t,
+		"inputs",
+		golden.Config{
+			Args: []string{
+				"-solve_duration", "3",
+				// for deterministic tests
+				"-format_disable_progression", "true",
+				"-solve_parallelruns", "1",
+				"-solve_iterations", "50",
+				"-solve_rundeterministically", "true",
+				"-solve.startsolutions", "1",
+			},
+			TransientFields: []golden.TransientField{
+				{Key: "$.version.sdk", Replacement: golden.StableVersion},
+				{Key: "$.version.nextroute", Replacement: golden.StableVersion},
+				{Key: "$.statistics.result.duration", Replacement: golden.StableFloat},
+				{Key: "$.statistics.run.duration", Replacement: golden.StableFloat},
+			},
+			Thresholds: golden.Tresholds{
+				Float: 0.01,
+			},
+			ExecutionConfig: &golden.ExecutionConfig{
+				Command:    "python3",
+				Args:       []string{"../../../python-nextroute/main.py"},
+				InputFlag:  "-input",
+				OutputFlag: "-output",
+			},
+		},
+	)
+}
diff --git a/.nextmv/readme/python-nextroute/0.sh b/.nextmv/readme/python-nextroute/0.sh
new file mode 100644
index 0000000..bc88b5d
--- /dev/null
+++ b/.nextmv/readme/python-nextroute/0.sh
@@ -0,0 +1 @@
+pip3 install -r requirements.txt
diff --git a/.nextmv/readme/python-nextroute/0.sh.golden b/.nextmv/readme/python-nextroute/0.sh.golden
new file mode 100644
index 0000000..e69de29
diff --git a/.nextmv/readme/python-nextroute/1.sh b/.nextmv/readme/python-nextroute/1.sh
new file mode 100644
index 0000000..2a4b830
--- /dev/null
+++ b/.nextmv/readme/python-nextroute/1.sh
@@ -0,0 +1,2 @@
+python3 main.py -input input.json -output output.json \
+  -duration 30
diff --git a/.nextmv/readme/workflow-configuration.yml b/.nextmv/readme/workflow-configuration.yml
index 170b9e6..978c060 100644
--- a/.nextmv/readme/workflow-configuration.yml
+++ b/.nextmv/readme/workflow-configuration.yml
@@ -65,12 +65,6 @@ apps:
         silent: true
       - name: 2.sh
         skip: true
-  - name: hello-world
-    scripts:
-      - name: 0.sh
-        silent: true
-      - name: 1.sh
-        skip: true
   - name: python-gurobi-knapsack
     scripts:
       - name: 0.sh
@@ -97,6 +91,10 @@ apps:
         silent: true
       - name: 2.sh
         skip: true
+  - name: python-nextroute
+    scripts:
+      - name: 0.sh
+        silent: true
   - name: python-ortools-costflow
     scripts:
       - name: 0.sh
diff --git a/.nextmv/release/requirements.txt b/.nextmv/release/requirements.txt
index 85f80c1..3269071 100644
--- a/.nextmv/release/requirements.txt
+++ b/.nextmv/release/requirements.txt
@@ -2,4 +2,4 @@ boto3>=1.34.33
 pyyaml>=6.0.1
 ruff>=0.1.7
 requests>=2.26.0
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/.nextmv/workflow-configuration.yml b/.nextmv/workflow-configuration.yml
index 02b70a1..6502fd3 100644
--- a/.nextmv/workflow-configuration.yml
+++ b/.nextmv/workflow-configuration.yml
@@ -89,6 +89,12 @@ apps:
     marketplace_app_id: knapsack.highs
     marketplace_major_version: v1
     description: Use Python and HiGHS - knapsack.
+  - name: python-nextroute
+    type: python
+    app_id:
+    marketplace_app_id:
+    marketplace_major_version:
+    description: Use Python and Nextroute - VRP.
   - name: python-ortools-costflow
     type: python
     app_id: cost-flow-ortools
diff --git a/go-nextroute/README.md b/go-nextroute/README.md
index 13febc3..f99e5dd 100644
--- a/go-nextroute/README.md
+++ b/go-nextroute/README.md
@@ -1,7 +1,7 @@
 # Nextmv Go Nextroute
 
 Example for running a Go application on the Nextmv Platform using the
-`nextroute` vehicle routing problem solver.
+`Nextroute` vehicle routing problem solver.
 
 1. Run the app.
 
diff --git a/python-ampl-facilitylocation/requirements.txt b/python-ampl-facilitylocation/requirements.txt
index 76a308e..e3b772b 100644
--- a/python-ampl-facilitylocation/requirements.txt
+++ b/python-ampl-facilitylocation/requirements.txt
@@ -17,5 +17,5 @@ ampl-module-open==20240121
 ampl-module-scip==20240121
 ampl-module-xpress==20240115
 
-nextmv==0.12.0
+nextmv==0.13.1
 pandas==2.2.2
diff --git a/python-ampl-knapsack/requirements.txt b/python-ampl-knapsack/requirements.txt
index 6764951..6284b6e 100644
--- a/python-ampl-knapsack/requirements.txt
+++ b/python-ampl-knapsack/requirements.txt
@@ -17,4 +17,4 @@ ampl-module-open==20240121
 ampl-module-scip==20240121
 ampl-module-xpress==20240115
 
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-ampl-priceoptimization/requirements.txt b/python-ampl-priceoptimization/requirements.txt
index 6764951..6284b6e 100644
--- a/python-ampl-priceoptimization/requirements.txt
+++ b/python-ampl-priceoptimization/requirements.txt
@@ -17,4 +17,4 @@ ampl-module-open==20240121
 ampl-module-scip==20240121
 ampl-module-xpress==20240115
 
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-gurobi-knapsack/requirements.txt b/python-gurobi-knapsack/requirements.txt
index 0355102..e3d1e4d 100644
--- a/python-gurobi-knapsack/requirements.txt
+++ b/python-gurobi-knapsack/requirements.txt
@@ -1,2 +1,2 @@
 gurobipy==11.0.0
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-hello-world/requirements.txt b/python-hello-world/requirements.txt
index 7dbdd04..c9acc29 100644
--- a/python-hello-world/requirements.txt
+++ b/python-hello-world/requirements.txt
@@ -1,2 +1,2 @@
 # Define the packages required by your project here.
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-hexaly-knapsack/requirements.txt b/python-hexaly-knapsack/requirements.txt
index b98510f..2f214bc 100644
--- a/python-hexaly-knapsack/requirements.txt
+++ b/python-hexaly-knapsack/requirements.txt
@@ -3,4 +3,4 @@
 --extra-index-url https://pypi.org/simple
 
 hexaly==13.0.20240712
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-highs-knapsack/requirements.txt b/python-highs-knapsack/requirements.txt
index 2bde981..cf20c12 100644
--- a/python-highs-knapsack/requirements.txt
+++ b/python-highs-knapsack/requirements.txt
@@ -1,2 +1,2 @@
 highspy==1.7.2
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-nextroute/LICENSE b/python-nextroute/LICENSE
new file mode 100644
index 0000000..2c27ec7
--- /dev/null
+++ b/python-nextroute/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
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+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
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+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
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+
+      "Derivative Works" shall mean any work, whether in Source or Object
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+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright 2022-2024 nextmv.io inc.
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
diff --git a/python-nextroute/README.md b/python-nextroute/README.md
new file mode 100644
index 0000000..93a165b
--- /dev/null
+++ b/python-nextroute/README.md
@@ -0,0 +1,27 @@
+# Nextmv Python Nextroute
+
+Example for running a Python application on the Nextmv Platform using the
+`Nextroute` vehicle routing problem solver.
+
+1. Install packages.
+
+    ```bash
+    pip3 install -r requirements.txt
+    ```
+
+1. Run the app.
+
+    ```bash
+    python3 main.py -input input.json -output output.json \
+      -duration 30
+    ```
+
+## Next steps
+
+* Open `main.py` and modify the model.
+* Visit our [docs][docs] and [blog][blog]. Need more assistance?
+  [Contact][contact] us!
+
+[docs]: https://docs.nextmv.io
+[blog]: https://www.nextmv.io/blog
+[contact]: https://www.nextmv.io/contact
diff --git a/python-nextroute/app.yaml b/python-nextroute/app.yaml
new file mode 100644
index 0000000..f0de77f
--- /dev/null
+++ b/python-nextroute/app.yaml
@@ -0,0 +1,11 @@
+# This manifest holds the information the app needs to run on the Nextmv Cloud.
+type: python
+runtime: ghcr.io/nextmv-io/runtime/python:3.11
+# List all files/directories that should be included in the app. Globbing
+# (e.g.: configs/*.json) is supported.
+files:
+  - main.py
+python:
+  # Packages the app depends on need to be listed in a requirements.txt file
+  # that is referenced here. All listed packages will get bundled with the app.
+  pip-requirements: requirements.txt
diff --git a/python-nextroute/input.json b/python-nextroute/input.json
new file mode 100644
index 0000000..bfb9969
--- /dev/null
+++ b/python-nextroute/input.json
@@ -0,0 +1,263 @@
+{
+  "defaults": {
+    "vehicles": {
+      "capacity": {
+        "bunnies": 20,
+        "rabbits": 10
+      },
+      "start_location": {
+        "lat": 35.791729813680874,
+        "lon": -78.7401685145487
+      },
+      "end_location": {
+        "lat": 35.791729813680874,
+        "lon": -78.7401685145487
+      },
+      "speed": 10
+    },
+    "stops": {
+      "duration": 300,
+      "quantity": {
+        "bunnies": -1,
+        "rabbits": -1
+      },
+      "unplanned_penalty": 200000,
+      "target_arrival_time": "2023-01-01T10:00:00Z",
+      "early_arrival_time_penalty": 1.5,
+      "late_arrival_time_penalty": 1.5
+    }
+  },
+  "stops": [
+    {
+      "id": "s1",
+      "location": {
+        "lon": -78.90919,
+        "lat": 35.72389
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s2",
+      "location": {
+        "lon": -78.813862,
+        "lat": 35.75712
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s3",
+      "location": {
+        "lon": -78.92996,
+        "lat": 35.932795
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s4",
+      "location": {
+        "lon": -78.505745,
+        "lat": 35.77772
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s5",
+      "location": {
+        "lon": -78.75084,
+        "lat": 35.732995
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s6",
+      "location": {
+        "lon": -78.788025,
+        "lat": 35.813025
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s7",
+      "location": {
+        "lon": -78.749391,
+        "lat": 35.74261
+      },
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "s8",
+      "location": {
+        "lon": -78.94658,
+        "lat": 36.039135
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s9",
+      "location": {
+        "lon": -78.64972,
+        "lat": 35.64796
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s10",
+      "location": {
+        "lon": -78.747955,
+        "lat": 35.672955
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s11",
+      "location": {
+        "lon": -78.83403,
+        "lat": 35.77013
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s12",
+      "location": {
+        "lon": -78.864465,
+        "lat": 35.782855
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s13",
+      "location": {
+        "lon": -78.952142,
+        "lat": 35.88029
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s14",
+      "location": {
+        "lon": -78.52748,
+        "lat": 35.961465
+      },
+      "compatibility_attributes": ["basic"]
+    },
+    {
+      "id": "s15",
+      "location": {
+        "lon": -78.89832,
+        "lat": 35.83202
+      }
+    },
+    {
+      "id": "s16",
+      "location": {
+        "lon": -78.63216,
+        "lat": 35.83458
+      }
+    },
+    {
+      "id": "s17",
+      "location": {
+        "lon": -78.76063,
+        "lat": 35.67337
+      }
+    },
+    {
+      "id": "s18",
+      "location": {
+        "lon": -78.911485,
+        "lat": 36.009015
+      }
+    },
+    {
+      "id": "s19",
+      "location": {
+        "lon": -78.522705,
+        "lat": 35.93663
+      }
+    },
+    {
+      "id": "s20",
+      "location": {
+        "lon": -78.995162,
+        "lat": 35.97414
+      }
+    },
+    {
+      "id": "s21",
+      "location": {
+        "lon": -78.50509,
+        "lat": 35.7606
+      }
+    },
+    {
+      "id": "s22",
+      "location": {
+        "lon": -78.828547,
+        "lat": 35.962635
+      },
+      "precedes": ["s16", "s23"]
+    },
+    {
+      "id": "s23",
+      "location": {
+        "lon": -78.60914,
+        "lat": 35.84616
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ]
+    },
+    {
+      "id": "s24",
+      "location": {
+        "lon": -78.65521,
+        "lat": 35.740605
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ],
+      "succeeds": "s25"
+    },
+    {
+      "id": "s25",
+      "location": {
+        "lon": -78.92051,
+        "lat": 35.887575
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ],
+      "precedes": "s26"
+    },
+    {
+      "id": "s26",
+      "location": {
+        "lon": -78.84058,
+        "lat": 35.823865
+      },
+      "start_time_window": [
+        "2023-01-01T09:00:00-06:00",
+        "2023-01-01T09:30:00-06:00"
+      ]
+    }
+  ],
+  "vehicles": [
+    {
+      "id": "vehicle-0",
+      "start_time": "2023-01-01T06:00:00-06:00",
+      "end_time": "2023-01-01T10:00:00-06:00",
+      "activation_penalty": 4000,
+      "compatibility_attributes": ["premium"]
+    },
+    {
+      "id": "vehicle-1",
+      "start_time": "2023-01-01T10:00:00-06:00",
+      "end_time": "2023-01-01T16:00:00-06:00",
+      "max_duration": 21000,
+      "compatibility_attributes": ["basic"]
+    }
+  ]
+}
diff --git a/python-nextroute/main.py b/python-nextroute/main.py
new file mode 100644
index 0000000..4b12605
--- /dev/null
+++ b/python-nextroute/main.py
@@ -0,0 +1,62 @@
+import nextmv
+import nextroute
+
+
+def main() -> None:
+    """Entry point for the program."""
+
+    options = nextmv.Options(
+        nextmv.Parameter("input", str, "", "Path to input file. Default is stdin.", False),
+        nextmv.Parameter("output", str, "", "Path to output file. Default is stdout.", False),
+        nextmv.Parameter("solve_duration", int, 30, "Maximum duration, in seconds, of the solver.", False),
+        nextmv.Parameter("solve_parallelruns", int, -1, "Max number of parallel runs, -1 uses all resources.", False),
+        nextmv.Parameter("solve_iterations", int, -1, "Max number of iterations, -1 assumes no limit.", False),
+        nextmv.Parameter("solve_rundeterministically", bool, False, "Whether to run deterministically.", False),
+        nextmv.Parameter("solve_startsolutions", int, -1, "Number of solutions on top of initial ones.", False),
+        nextmv.Parameter("format_disable_progression", bool, False, "Disable the series data.", False),
+        # Add more options if needed.
+    )
+
+    input = nextmv.load_local(options=options, path=options.input)
+
+    nextmv.log("Solving vehicle routing problem:")
+    nextmv.log(f"  - stops: {len(input.data.get('stops', []))}")
+    nextmv.log(f"  - vehicles: {len(input.data.get('vehicles', []))}")
+
+    output = solve(input, options)
+    nextmv.write_local(output, path=options.output)
+
+
+def solve(input: nextmv.Input, options: nextmv.Options) -> nextmv.Output:
+    """Solves the given problem and returns the solution."""
+
+    nextroute_input = nextroute.schema.Input.from_dict(input.data)
+    nextroute_options = nextroute.Options(
+        solve=nextroute.ParallelSolveOptions(
+            duration=options.solve_duration,
+            iterations=options.solve_iterations,
+            parallel_runs=options.solve_parallelruns,
+            run_deterministically=options.solve_rundeterministically,
+            start_solutions=options.solve_startsolutions,
+        ),
+        format=nextroute.FormatOptions(
+            disable=nextroute.DisableFormatOptions(
+                progression=options.format_disable_progression,
+            ),
+        ),
+    )
+
+    nextroute_output = nextroute.solve(nextroute_input, nextroute_options)
+
+    return nextmv.Output(
+        options={
+            "nextmv": options.to_dict(),
+            "nextroute": nextroute_options.to_dict(),
+        },
+        solution=nextroute_output.solutions[0].to_dict(),
+        statistics=nextroute_output.statistics.to_dict(),
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/python-nextroute/requirements.txt b/python-nextroute/requirements.txt
new file mode 100644
index 0000000..fb8d8e8
--- /dev/null
+++ b/python-nextroute/requirements.txt
@@ -0,0 +1,2 @@
+nextroute==1.8.0.dev2
+nextmv==0.13.1
diff --git a/python-ortools-costflow/requirements.txt b/python-ortools-costflow/requirements.txt
index 461e2a5..d97726e 100644
--- a/python-ortools-costflow/requirements.txt
+++ b/python-ortools-costflow/requirements.txt
@@ -1,2 +1,2 @@
 ortools==9.8.3296
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-ortools-demandforecasting/requirements.txt b/python-ortools-demandforecasting/requirements.txt
index 461e2a5..d97726e 100644
--- a/python-ortools-demandforecasting/requirements.txt
+++ b/python-ortools-demandforecasting/requirements.txt
@@ -1,2 +1,2 @@
 ortools==9.8.3296
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-ortools-knapsack-multicsv/requirements.txt b/python-ortools-knapsack-multicsv/requirements.txt
index 461e2a5..d97726e 100644
--- a/python-ortools-knapsack-multicsv/requirements.txt
+++ b/python-ortools-knapsack-multicsv/requirements.txt
@@ -1,2 +1,2 @@
 ortools==9.8.3296
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-ortools-knapsack/requirements.txt b/python-ortools-knapsack/requirements.txt
index 461e2a5..d97726e 100644
--- a/python-ortools-knapsack/requirements.txt
+++ b/python-ortools-knapsack/requirements.txt
@@ -1,2 +1,2 @@
 ortools==9.8.3296
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-ortools-routing/requirements.txt b/python-ortools-routing/requirements.txt
index 461e2a5..d97726e 100644
--- a/python-ortools-routing/requirements.txt
+++ b/python-ortools-routing/requirements.txt
@@ -1,2 +1,2 @@
 ortools==9.8.3296
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-ortools-shiftassignment/requirements.txt b/python-ortools-shiftassignment/requirements.txt
index 461e2a5..d97726e 100644
--- a/python-ortools-shiftassignment/requirements.txt
+++ b/python-ortools-shiftassignment/requirements.txt
@@ -1,2 +1,2 @@
 ortools==9.8.3296
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-ortools-shiftplanning/requirements.txt b/python-ortools-shiftplanning/requirements.txt
index 461e2a5..d97726e 100644
--- a/python-ortools-shiftplanning/requirements.txt
+++ b/python-ortools-shiftplanning/requirements.txt
@@ -1,2 +1,2 @@
 ortools==9.8.3296
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-pyomo-knapsack/requirements.txt b/python-pyomo-knapsack/requirements.txt
index 6151d99..b21348f 100644
--- a/python-pyomo-knapsack/requirements.txt
+++ b/python-pyomo-knapsack/requirements.txt
@@ -1,2 +1,2 @@
 pyomo==6.8.0
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-pyomo-shiftassignment/requirements.txt b/python-pyomo-shiftassignment/requirements.txt
index 6151d99..b21348f 100644
--- a/python-pyomo-shiftassignment/requirements.txt
+++ b/python-pyomo-shiftassignment/requirements.txt
@@ -1,2 +1,2 @@
 pyomo==6.8.0
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-pyomo-shiftplanning/requirements.txt b/python-pyomo-shiftplanning/requirements.txt
index 6151d99..b21348f 100644
--- a/python-pyomo-shiftplanning/requirements.txt
+++ b/python-pyomo-shiftplanning/requirements.txt
@@ -1,2 +1,2 @@
 pyomo==6.8.0
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-pyoptinterface-knapsack/requirements-arm64.txt b/python-pyoptinterface-knapsack/requirements-arm64.txt
index 3d42b01..af13c47 100644
--- a/python-pyoptinterface-knapsack/requirements-arm64.txt
+++ b/python-pyoptinterface-knapsack/requirements-arm64.txt
@@ -4,4 +4,4 @@ highsbox==1.7.2.post2
 https://merschformann.github.io/random/content/wheels/pyoptinterface/pyoptinterface-0.2.8-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
 
 # Other packages.
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-pyoptinterface-knapsack/requirements.txt b/python-pyoptinterface-knapsack/requirements.txt
index 3c0ffc8..bd9a516 100644
--- a/python-pyoptinterface-knapsack/requirements.txt
+++ b/python-pyoptinterface-knapsack/requirements.txt
@@ -2,4 +2,4 @@
 pyoptinterface[highs]==0.2.8
 
 # Other packages.
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-pyvroom-routing/requirements.txt b/python-pyvroom-routing/requirements.txt
index 79d90a1..b3d9e08 100644
--- a/python-pyvroom-routing/requirements.txt
+++ b/python-pyvroom-routing/requirements.txt
@@ -1,2 +1,2 @@
 pyvroom==1.13.6
-nextmv==0.12.0
+nextmv==0.13.1
diff --git a/python-xpress-knapsack/requirements.txt b/python-xpress-knapsack/requirements.txt
index 273299b..66c3a7c 100644
--- a/python-xpress-knapsack/requirements.txt
+++ b/python-xpress-knapsack/requirements.txt
@@ -1,2 +1,2 @@
 xpress==9.4.2; platform_system != 'Darwin' or (platform_system == 'Darwin' and platform_machine != 'arm64')
-nextmv==0.12.0
+nextmv==0.13.1

From 5f162c5a67cf52d408a6bf1d5e9a700587edaa45 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 00:51:46 -0500
Subject: [PATCH 02/11] Correct flag in README

---
 python-nextroute/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python-nextroute/README.md b/python-nextroute/README.md
index 93a165b..6f9104d 100644
--- a/python-nextroute/README.md
+++ b/python-nextroute/README.md
@@ -13,7 +13,7 @@ Example for running a Python application on the Nextmv Platform using the
 
     ```bash
     python3 main.py -input input.json -output output.json \
-      -duration 30
+      -solve_duration 10
     ```
 
 ## Next steps

From d6bfc3e5dc8cc8747dec9ac55400049fd1af5a8e Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 00:52:29 -0500
Subject: [PATCH 03/11] Update README test

---
 .nextmv/readme/python-nextroute/1.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.nextmv/readme/python-nextroute/1.sh b/.nextmv/readme/python-nextroute/1.sh
index 2a4b830..71b47f3 100644
--- a/.nextmv/readme/python-nextroute/1.sh
+++ b/.nextmv/readme/python-nextroute/1.sh
@@ -1,2 +1,2 @@
 python3 main.py -input input.json -output output.json \
-  -duration 30
+  -solve_duration 10

From 37abd13cf80b507c36caf7c36215a851b4f74af9 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 00:54:40 -0500
Subject: [PATCH 04/11] Adds new app to golden tests

---
 .nextmv/golden/workflow-configuration.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.nextmv/golden/workflow-configuration.yml b/.nextmv/golden/workflow-configuration.yml
index b98d967..6b398e3 100644
--- a/.nextmv/golden/workflow-configuration.yml
+++ b/.nextmv/golden/workflow-configuration.yml
@@ -29,6 +29,9 @@ apps:
   - name: python-highs-knapsack
     language: python
     language-version: 3.11
+  - name: python-nextroute
+    language: python
+    language-version: 3.11
   - name: python-ortools-costflow
     language: python
     language-version: 3.11

From 465b5d2acf90864378db61babd6bc1de01014470 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 00:55:55 -0500
Subject: [PATCH 05/11] Fix flag in test

---
 .nextmv/golden/python-nextroute/main_test.go | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.nextmv/golden/python-nextroute/main_test.go b/.nextmv/golden/python-nextroute/main_test.go
index d999c6f..ae65cb8 100644
--- a/.nextmv/golden/python-nextroute/main_test.go
+++ b/.nextmv/golden/python-nextroute/main_test.go
@@ -24,7 +24,7 @@ func TestGolden(t *testing.T) {
 				"-solve_parallelruns", "1",
 				"-solve_iterations", "50",
 				"-solve_rundeterministically", "true",
-				"-solve.startsolutions", "1",
+				"-solve_startsolutions", "1",
 			},
 			TransientFields: []golden.TransientField{
 				{Key: "$.version.sdk", Replacement: golden.StableVersion},

From 8502ff167a0c9cbfec27b05305d3428175f6a865 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 01:00:18 -0500
Subject: [PATCH 06/11] Attempt golden fix

---
 .../python-nextroute/inputs/input.json.golden | 1130 +++++++++--------
 .nextmv/readme/python-nextroute/1.sh.golden   |    0
 .nextmv/readme/workflow-configuration.yml     |    2 +
 3 files changed, 570 insertions(+), 562 deletions(-)
 create mode 100644 .nextmv/readme/python-nextroute/1.sh.golden

diff --git a/.nextmv/golden/python-nextroute/inputs/input.json.golden b/.nextmv/golden/python-nextroute/inputs/input.json.golden
index 9b5373e..0bf65a7 100644
--- a/.nextmv/golden/python-nextroute/inputs/input.json.golden
+++ b/.nextmv/golden/python-nextroute/inputs/input.json.golden
@@ -1,605 +1,615 @@
 {
   "options": {
-    "check": {
-      "duration": 30000000000,
-      "verbosity": "off"
+    "nextmv": {
+      "format_disable_progression": true,
+      "input": "input.json",
+      "output": "output.json",
+      "solve_duration": 3,
+      "solve_iterations": 50,
+      "solve_parallelruns": 1,
+      "solve_rundeterministically": true,
+      "solve_startsolutions": 1
     },
-    "format": {
-      "disable": {
-        "progression": true
-      }
-    },
-    "model": {
-      "constraints": {
-        "disable": {
-          "attributes": false,
-          "capacities": null,
-          "capacity": false,
-          "distance_limit": false,
-          "groups": false,
-          "maximum_duration": false,
-          "maximum_stops": false,
-          "maximum_wait_stop": false,
-          "maximum_wait_vehicle": false,
-          "mixing_items": false,
-          "precedence": false,
-          "start_time_windows": false,
-          "vehicle_end_time": false,
-          "vehicle_start_time": false
-        },
-        "enable": {
-          "cluster": false
-        }
-      },
-      "objectives": {
-        "capacities": "",
-        "cluster": 0,
-        "early_arrival_penalty": 1,
-        "late_arrival_penalty": 1,
-        "min_stops": 1,
-        "travel_duration": 0,
-        "unplanned_penalty": 1,
-        "vehicle_activation_penalty": 1,
-        "vehicles_duration": 1
+    "nextroute": {
+      "check": {
+        "duration": 30,
+        "verbosity": "off"
       },
-      "properties": {
+      "format": {
         "disable": {
-          "duration_groups": false,
-          "durations": false,
-          "initial_solution": false,
-          "stop_duration_multipliers": false
+          "progression": true
         }
       },
-      "validate": {
-        "disable": {
-          "resources": false,
-          "start_time": false
-        },
-        "enable": {
-          "matrix": false,
-          "matrix_asymmetry_tolerance": 20
-        }
-      }
-    },
-    "solve": {
-      "duration": 3000000000,
-      "iterations": 50,
-      "parallel_runs": 1,
-      "run_deterministically": true,
-      "start_solutions": 1
-    }
-  },
-  "solutions": [
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-        "name": "1 * vehicle_activation_penalty + 1 * vehicles_duration + 1 * unplanned_penalty + 1 * early_arrival_penalty + 1 * late_arrival_penalty",
-        "objectives": [
-          {
-            "base": 4000,
-            "factor": 1,
-            "name": "vehicle_activation_penalty",
-            "value": 4000
+      "model": {
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+            "attributes": false,
+            "capacities": [],
+            "capacity": false,
+            "distance_limit": false,
+            "groups": false,
+            "maximum_duration": false,
+            "maximum_stops": false,
+            "maximum_wait_stop": false,
+            "maximum_wait_vehicle": false,
+            "mixing_items": false,
+            "precedence": false,
+            "start_time_windows": false,
+            "vehicle_end_time": false,
+            "vehicle_start_time": false
           },
-          {
-            "base": 34394.3133084774,
-            "factor": 1,
-            "name": "vehicles_duration",
-            "value": 34394.3133084774
-          },
-          {
-            "base": 1400000,
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-            "value": 1400000
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-          {
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-            "value": 0
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-          {
-            "base": 621271.1251366138,
-            "factor": 1,
-            "name": "late_arrival_penalty",
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-      "unplanned": [
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-          "id": "s16",
-          "location": {
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-            "lon": -78.63216
+          "enable": {
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           }
         },
-        {
-          "id": "s22",
-          "location": {
-            "lat": 35.962635,
-            "lon": -78.828547
+        "objectives": {
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+          "early_arrival_penalty": 1,
+          "late_arrival_penalty": 1,
+          "min_stops": 1,
+          "travel_duration": 0,
+          "unplanned_penalty": 1,
+          "vehicle_activation_penalty": 1,
+          "vehicles_duration": 1
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+        "properties": {
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+            "durations": false,
+            "initial_solution": false,
+            "stop_duration_multipliers": false
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+        "validate": {
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+            "start_time": false
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+          "enable": {
+            "matrix": false,
+            "matrix_asymmetry_tolerance": 20
           }
+        }
+      },
+      "solve": {
+        "duration": 3,
+        "iterations": 50,
+        "parallel_runs": 1,
+        "run_deterministically": true,
+        "start_solutions": 1
+      }
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+  "solution": {
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+      "name": "1 * vehicle_activation_penalty + 1 * vehicles_duration + 1 * unplanned_penalty + 1 * early_arrival_penalty + 1 * late_arrival_penalty",
+      "objectives": [
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+            "travel_duration": 929
+          },
+          {
+            "arrival_time": "2023-01-01T11:52:20-06:00",
+            "cumulative_travel_distance": 55404,
+            "cumulative_travel_duration": 5540,
+            "duration": 300,
+            "end_time": "2023-01-01T11:57:20-06:00",
+            "late_arrival_duration": 28340,
+            "start_time": "2023-01-01T11:52:20-06:00",
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+              "id": "s21",
+              "location": {
+                "lat": 35.7606,
+                "lon": -78.50509
+              }
             },
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-                }
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-              "travel_duration": 1809
+            "target_arrival_time": "2023-01-01T04:00:00-06:00",
+            "travel_distance": 18094,
+            "travel_duration": 1809
+          },
+          {
+            "arrival_time": "2023-01-01T12:34:43-06:00",
+            "cumulative_travel_distance": 77830,
+            "cumulative_travel_duration": 7783,
+            "duration": 300,
+            "end_time": "2023-01-01T12:39:43-06:00",
+            "late_arrival_duration": 30883,
+            "start_time": "2023-01-01T12:34:43-06:00",
+            "stop": {
+              "id": "s14",
+              "location": {
+                "lat": 35.961465,
+                "lon": -78.52748
+              }
             },
-            {
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-                }
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-              "target_arrival_time": "2023-01-01T04:00:00-06:00",
-              "travel_distance": 22426,
-              "travel_duration": 2242
+            "target_arrival_time": "2023-01-01T04:00:00-06:00",
+            "travel_distance": 22426,
+            "travel_duration": 2242
+          },
+          {
+            "arrival_time": "2023-01-01T12:44:22-06:00",
+            "cumulative_travel_distance": 80624,
+            "cumulative_travel_duration": 8062,
+            "duration": 300,
+            "end_time": "2023-01-01T12:49:22-06:00",
+            "late_arrival_duration": 31462,
+            "start_time": "2023-01-01T12:44:22-06:00",
+            "stop": {
+              "id": "s19",
+              "location": {
+                "lat": 35.93663,
+                "lon": -78.522705
+              }
             },
-            {
-              "arrival_time": "2023-01-01T12:44:22-06:00",
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-              "cumulative_travel_duration": 8062,
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-                "location": {
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-                  "lon": -78.522705
-                }
-              },
-              "target_arrival_time": "2023-01-01T04:00:00-06:00",
-              "travel_distance": 2794,
-              "travel_duration": 279
+            "target_arrival_time": "2023-01-01T04:00:00-06:00",
+            "travel_distance": 2794,
+            "travel_duration": 279
+          },
+          {
+            "arrival_time": "2023-01-01T13:54:40-06:00",
+            "cumulative_travel_distance": 119804,
+            "cumulative_travel_duration": 11980,
+            "duration": 300,
+            "end_time": "2023-01-01T13:59:40-06:00",
+            "late_arrival_duration": 35680,
+            "start_time": "2023-01-01T13:54:40-06:00",
+            "stop": {
+              "id": "s13",
+              "location": {
+                "lat": 35.88029,
+                "lon": -78.952142
+              }
             },
-            {
-              "arrival_time": "2023-01-01T13:54:40-06:00",
-              "cumulative_travel_distance": 119804,
-              "cumulative_travel_duration": 11980,
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-              "end_time": "2023-01-01T13:59:40-06:00",
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-              "start_time": "2023-01-01T13:54:40-06:00",
-              "stop": {
-                "id": "s13",
-                "location": {
-                  "lat": 35.88029,
-                  "lon": -78.952142
-                }
-              },
-              "target_arrival_time": "2023-01-01T04:00:00-06:00",
-              "travel_distance": 39180,
-              "travel_duration": 3918
+            "target_arrival_time": "2023-01-01T04:00:00-06:00",
+            "travel_distance": 39180,
+            "travel_duration": 3918
+          },
+          {
+            "arrival_time": "2023-01-01T14:18:14-06:00",
+            "cumulative_travel_distance": 130935,
+            "cumulative_travel_duration": 13094,
+            "duration": 300,
+            "end_time": "2023-01-01T14:23:14-06:00",
+            "late_arrival_duration": 37094,
+            "start_time": "2023-01-01T14:18:14-06:00",
+            "stop": {
+              "id": "s20",
+              "location": {
+                "lat": 35.97414,
+                "lon": -78.995162
+              }
             },
-            {
-              "arrival_time": "2023-01-01T14:18:14-06:00",
-              "cumulative_travel_distance": 130935,
-              "cumulative_travel_duration": 13094,
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-              "late_arrival_duration": 37094,
-              "start_time": "2023-01-01T14:18:14-06:00",
-              "stop": {
-                "id": "s20",
-                "location": {
-                  "lat": 35.97414,
-                  "lon": -78.995162
-                }
-              },
-              "target_arrival_time": "2023-01-01T04:00:00-06:00",
-              "travel_distance": 11131,
-              "travel_duration": 1113
+            "target_arrival_time": "2023-01-01T04:00:00-06:00",
+            "travel_distance": 11131,
+            "travel_duration": 1113
+          },
+          {
+            "arrival_time": "2023-01-01T14:37:18-06:00",
+            "cumulative_travel_distance": 139380,
+            "cumulative_travel_duration": 13938,
+            "duration": 300,
+            "end_time": "2023-01-01T14:42:18-06:00",
+            "late_arrival_duration": 38238,
+            "start_time": "2023-01-01T14:37:18-06:00",
+            "stop": {
+              "id": "s8",
+              "location": {
+                "lat": 36.039135,
+                "lon": -78.94658
+              }
             },
-            {
-              "arrival_time": "2023-01-01T14:37:18-06:00",
-              "cumulative_travel_distance": 139380,
-              "cumulative_travel_duration": 13938,
-              "duration": 300,
-              "end_time": "2023-01-01T14:42:18-06:00",
-              "late_arrival_duration": 38238,
-              "start_time": "2023-01-01T14:37:18-06:00",
-              "stop": {
-                "id": "s8",
-                "location": {
-                  "lat": 36.039135,
-                  "lon": -78.94658
-                }
-              },
-              "target_arrival_time": "2023-01-01T04:00:00-06:00",
-              "travel_distance": 8445,
-              "travel_duration": 844
+            "target_arrival_time": "2023-01-01T04:00:00-06:00",
+            "travel_distance": 8445,
+            "travel_duration": 844
+          },
+          {
+            "arrival_time": "2023-01-01T15:37:38-06:00",
+            "cumulative_travel_distance": 172581,
+            "cumulative_travel_duration": 17258,
+            "end_time": "2023-01-01T15:37:38-06:00",
+            "start_time": "2023-01-01T15:37:38-06:00",
+            "stop": {
+              "id": "vehicle-1-end",
+              "location": {
+                "lat": 35.791729813680874,
+                "lon": -78.7401685145487
+              }
             },
-            {
-              "arrival_time": "2023-01-01T15:37:38-06:00",
-              "cumulative_travel_distance": 172581,
-              "cumulative_travel_duration": 17258,
-              "end_time": "2023-01-01T15:37:38-06:00",
-              "start_time": "2023-01-01T15:37:38-06:00",
-              "stop": {
-                "id": "vehicle-1-end",
-                "location": {
-                  "lat": 35.791729813680874,
-                  "lon": -78.7401685145487
-                }
-              },
-              "travel_distance": 33201,
-              "travel_duration": 3320
-            }
-          ],
-          "route_duration": 20258,
-          "route_stops_duration": 3000,
-          "route_travel_distance": 172581,
-          "route_travel_duration": 17258
-        }
-      ]
-    }
-  ],
+            "travel_distance": 33201,
+            "travel_duration": 3320
+          }
+        ],
+        "route_duration": 20258,
+        "route_stops_duration": 3000,
+        "route_travel_distance": 172581,
+        "route_travel_duration": 17258
+      }
+    ]
+  },
   "statistics": {
     "result": {
       "custom": {
@@ -620,9 +630,5 @@
       "iterations": 50
     },
     "schema": "v1"
-  },
-  "version": {
-    "nextroute": "VERSION",
-    "sdk": "VERSION"
   }
 }
diff --git a/.nextmv/readme/python-nextroute/1.sh.golden b/.nextmv/readme/python-nextroute/1.sh.golden
new file mode 100644
index 0000000..e69de29
diff --git a/.nextmv/readme/workflow-configuration.yml b/.nextmv/readme/workflow-configuration.yml
index 978c060..3969ea2 100644
--- a/.nextmv/readme/workflow-configuration.yml
+++ b/.nextmv/readme/workflow-configuration.yml
@@ -95,6 +95,8 @@ apps:
     scripts:
       - name: 0.sh
         silent: true
+      - name: 1.sh
+        silent: true
   - name: python-ortools-costflow
     scripts:
       - name: 0.sh

From edf7bbd44afe89880852b50524ea3fe8b1e624ba Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 01:04:34 -0500
Subject: [PATCH 07/11] Replacements in golden file test

---
 .nextmv/golden/python-nextroute/main_test.go | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.nextmv/golden/python-nextroute/main_test.go b/.nextmv/golden/python-nextroute/main_test.go
index ae65cb8..22be848 100644
--- a/.nextmv/golden/python-nextroute/main_test.go
+++ b/.nextmv/golden/python-nextroute/main_test.go
@@ -27,10 +27,10 @@ func TestGolden(t *testing.T) {
 				"-solve_startsolutions", "1",
 			},
 			TransientFields: []golden.TransientField{
-				{Key: "$.version.sdk", Replacement: golden.StableVersion},
-				{Key: "$.version.nextroute", Replacement: golden.StableVersion},
 				{Key: "$.statistics.result.duration", Replacement: golden.StableFloat},
 				{Key: "$.statistics.run.duration", Replacement: golden.StableFloat},
+				{Key: "$.options.output", Replacement: "output.json"},
+				{Key: "$.options.input", Replacement: "input.json"},
 			},
 			Thresholds: golden.Tresholds{
 				Float: 0.01,

From e263e23bc5c2428978a42d81d31457d3b277e1d2 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Thu, 17 Oct 2024 01:07:37 -0500
Subject: [PATCH 08/11] Add nesting for replacement key

---
 .nextmv/golden/python-nextroute/main_test.go | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.nextmv/golden/python-nextroute/main_test.go b/.nextmv/golden/python-nextroute/main_test.go
index 22be848..ef7ff59 100644
--- a/.nextmv/golden/python-nextroute/main_test.go
+++ b/.nextmv/golden/python-nextroute/main_test.go
@@ -29,8 +29,8 @@ func TestGolden(t *testing.T) {
 			TransientFields: []golden.TransientField{
 				{Key: "$.statistics.result.duration", Replacement: golden.StableFloat},
 				{Key: "$.statistics.run.duration", Replacement: golden.StableFloat},
-				{Key: "$.options.output", Replacement: "output.json"},
-				{Key: "$.options.input", Replacement: "input.json"},
+				{Key: "$.options.nextmv.output", Replacement: "output.json"},
+				{Key: "$.options.nextmv.input", Replacement: "input.json"},
 			},
 			Thresholds: golden.Tresholds{
 				Float: 0.01,

From 00cab88b2733704d56408c7c192035b33fb1e1f2 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Sat, 19 Oct 2024 00:57:49 -0500
Subject: [PATCH 09/11] Set the released version for nextroute

---
 python-nextroute/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python-nextroute/requirements.txt b/python-nextroute/requirements.txt
index fb8d8e8..b9a5490 100644
--- a/python-nextroute/requirements.txt
+++ b/python-nextroute/requirements.txt
@@ -1,2 +1,2 @@
-nextroute==1.8.0.dev2
+nextroute==1.8.0
 nextmv==0.13.1

From e7207b74dcbb2e98ca8020b18be00ab78d810cb4 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Mon, 21 Oct 2024 12:42:54 -0500
Subject: [PATCH 10/11] Use extract_from_dict to simplify option handling

---
 python-nextroute/main.py | 38 ++++++++++----------------------------
 1 file changed, 10 insertions(+), 28 deletions(-)

diff --git a/python-nextroute/main.py b/python-nextroute/main.py
index 4b12605..c0a0bd0 100644
--- a/python-nextroute/main.py
+++ b/python-nextroute/main.py
@@ -5,17 +5,16 @@
 def main() -> None:
     """Entry point for the program."""
 
-    options = nextmv.Options(
+    parameters = [
         nextmv.Parameter("input", str, "", "Path to input file. Default is stdin.", False),
         nextmv.Parameter("output", str, "", "Path to output file. Default is stdout.", False),
-        nextmv.Parameter("solve_duration", int, 30, "Maximum duration, in seconds, of the solver.", False),
-        nextmv.Parameter("solve_parallelruns", int, -1, "Max number of parallel runs, -1 uses all resources.", False),
-        nextmv.Parameter("solve_iterations", int, -1, "Max number of iterations, -1 assumes no limit.", False),
-        nextmv.Parameter("solve_rundeterministically", bool, False, "Whether to run deterministically.", False),
-        nextmv.Parameter("solve_startsolutions", int, -1, "Number of solutions on top of initial ones.", False),
-        nextmv.Parameter("format_disable_progression", bool, False, "Disable the series data.", False),
-        # Add more options if needed.
-    )
+    ]
+
+    default_options = nextroute.Options()
+    for name, default_value in default_options.to_dict().items():
+        parameters.append(nextmv.Parameter(name.lower(), type(default_value), default_value, name, False))
+
+    options = nextmv.Options(*parameters)
 
     input = nextmv.load_local(options=options, path=options.input)
 
@@ -31,28 +30,11 @@ def solve(input: nextmv.Input, options: nextmv.Options) -> nextmv.Output:
     """Solves the given problem and returns the solution."""
 
     nextroute_input = nextroute.schema.Input.from_dict(input.data)
-    nextroute_options = nextroute.Options(
-        solve=nextroute.ParallelSolveOptions(
-            duration=options.solve_duration,
-            iterations=options.solve_iterations,
-            parallel_runs=options.solve_parallelruns,
-            run_deterministically=options.solve_rundeterministically,
-            start_solutions=options.solve_startsolutions,
-        ),
-        format=nextroute.FormatOptions(
-            disable=nextroute.DisableFormatOptions(
-                progression=options.format_disable_progression,
-            ),
-        ),
-    )
-
+    nextroute_options = nextroute.Options.extract_from_dict(options.to_dict())
     nextroute_output = nextroute.solve(nextroute_input, nextroute_options)
 
     return nextmv.Output(
-        options={
-            "nextmv": options.to_dict(),
-            "nextroute": nextroute_options.to_dict(),
-        },
+        options=options,
         solution=nextroute_output.solutions[0].to_dict(),
         statistics=nextroute_output.statistics.to_dict(),
     )

From 432ff7a27ff5229e2aea1d9666d32064810613f6 Mon Sep 17 00:00:00 2001
From: Sebastian Quintero <sebastian@nextmv.io>
Date: Mon, 21 Oct 2024 15:23:47 -0500
Subject: [PATCH 11/11] Fix golden expectations

---
 .../python-nextroute/inputs/input.json.golden | 122 ++++++------------
 .nextmv/golden/python-nextroute/main_test.go  |   4 +-
 python-nextroute/requirements.txt             |   2 +-
 3 files changed, 45 insertions(+), 83 deletions(-)

diff --git a/.nextmv/golden/python-nextroute/inputs/input.json.golden b/.nextmv/golden/python-nextroute/inputs/input.json.golden
index 0bf65a7..b0924fe 100644
--- a/.nextmv/golden/python-nextroute/inputs/input.json.golden
+++ b/.nextmv/golden/python-nextroute/inputs/input.json.golden
@@ -1,85 +1,47 @@
 {
   "options": {
-    "nextmv": {
-      "format_disable_progression": true,
-      "input": "input.json",
-      "output": "output.json",
-      "solve_duration": 3,
-      "solve_iterations": 50,
-      "solve_parallelruns": 1,
-      "solve_rundeterministically": true,
-      "solve_startsolutions": 1
-    },
-    "nextroute": {
-      "check": {
-        "duration": 30,
-        "verbosity": "off"
-      },
-      "format": {
-        "disable": {
-          "progression": true
-        }
-      },
-      "model": {
-        "constraints": {
-          "disable": {
-            "attributes": false,
-            "capacities": [],
-            "capacity": false,
-            "distance_limit": false,
-            "groups": false,
-            "maximum_duration": false,
-            "maximum_stops": false,
-            "maximum_wait_stop": false,
-            "maximum_wait_vehicle": false,
-            "mixing_items": false,
-            "precedence": false,
-            "start_time_windows": false,
-            "vehicle_end_time": false,
-            "vehicle_start_time": false
-          },
-          "enable": {
-            "cluster": false
-          }
-        },
-        "objectives": {
-          "capacities": "",
-          "cluster": 0,
-          "early_arrival_penalty": 1,
-          "late_arrival_penalty": 1,
-          "min_stops": 1,
-          "travel_duration": 0,
-          "unplanned_penalty": 1,
-          "vehicle_activation_penalty": 1,
-          "vehicles_duration": 1
-        },
-        "properties": {
-          "disable": {
-            "duration_groups": false,
-            "durations": false,
-            "initial_solution": false,
-            "stop_duration_multipliers": false
-          }
-        },
-        "validate": {
-          "disable": {
-            "resources": false,
-            "start_time": false
-          },
-          "enable": {
-            "matrix": false,
-            "matrix_asymmetry_tolerance": 20
-          }
-        }
-      },
-      "solve": {
-        "duration": 3,
-        "iterations": 50,
-        "parallel_runs": 1,
-        "run_deterministically": true,
-        "start_solutions": 1
-      }
-    }
+    "check_duration": 30,
+    "check_verbosity": "off",
+    "format_disable_progression": true,
+    "input": "input.json",
+    "model_constraints_disable_attributes": false,
+    "model_constraints_disable_capacities": [],
+    "model_constraints_disable_capacity": false,
+    "model_constraints_disable_distancelimit": false,
+    "model_constraints_disable_groups": false,
+    "model_constraints_disable_maximumduration": false,
+    "model_constraints_disable_maximumstops": false,
+    "model_constraints_disable_maximumwaitstop": false,
+    "model_constraints_disable_maximumwaitvehicle": false,
+    "model_constraints_disable_mixingitems": false,
+    "model_constraints_disable_precedence": false,
+    "model_constraints_disable_starttimewindows": false,
+    "model_constraints_disable_vehicleendtime": false,
+    "model_constraints_disable_vehiclestarttime": false,
+    "model_constraints_enable_cluster": false,
+    "model_objectives_capacities": "",
+    "model_objectives_cluster": 0,
+    "model_objectives_earlyarrivalpenalty": 1,
+    "model_objectives_latearrivalpenalty": 1,
+    "model_objectives_minstops": 1,
+    "model_objectives_travelduration": 0,
+    "model_objectives_unplannedpenalty": 1,
+    "model_objectives_vehicleactivationpenalty": 1,
+    "model_objectives_vehiclesduration": 1,
+    "model_properties_disable_durationgroups": false,
+    "model_properties_disable_durations": false,
+    "model_properties_disable_initialsolution": false,
+    "model_properties_disable_stopdurationmultipliers": false,
+    "model_validate_disable_resources": false,
+    "model_validate_disable_starttime": false,
+    "model_validate_enable_matrix": false,
+    "model_validate_enable_matrixasymmetrytolerance": 20,
+    "output": "output.json",
+    "solve_duration": 3,
+    "solve_iterations": 50,
+    "solve_parallelruns": 1,
+    "solve_rundeterministically": true,
+    "solve_startsolutions": 1
   },
   "solution": {
     "objective": {
diff --git a/.nextmv/golden/python-nextroute/main_test.go b/.nextmv/golden/python-nextroute/main_test.go
index ef7ff59..22be848 100644
--- a/.nextmv/golden/python-nextroute/main_test.go
+++ b/.nextmv/golden/python-nextroute/main_test.go
@@ -29,8 +29,8 @@ func TestGolden(t *testing.T) {
 			TransientFields: []golden.TransientField{
 				{Key: "$.statistics.result.duration", Replacement: golden.StableFloat},
 				{Key: "$.statistics.run.duration", Replacement: golden.StableFloat},
-				{Key: "$.options.nextmv.output", Replacement: "output.json"},
-				{Key: "$.options.nextmv.input", Replacement: "input.json"},
+				{Key: "$.options.output", Replacement: "output.json"},
+				{Key: "$.options.input", Replacement: "input.json"},
 			},
 			Thresholds: golden.Tresholds{
 				Float: 0.01,
diff --git a/python-nextroute/requirements.txt b/python-nextroute/requirements.txt
index b9a5490..556f029 100644
--- a/python-nextroute/requirements.txt
+++ b/python-nextroute/requirements.txt
@@ -1,2 +1,2 @@
-nextroute==1.8.0
+nextroute==1.8.1
 nextmv==0.13.1