Add more datacube tests, add int datacube example

Open-EO · Dec 13, 2023 · 610bc69 · 610bc69
1 parent 5e3ce04
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diff --git a/tests/README.md b/tests/README.md
@@ -15,8 +15,8 @@ This folder contains test cases for the openEO processes.
 - [x] and
 - [ ] anomaly
 - [x] any
-- [ ] apply
-- [ ] apply_dimension
+- [x] apply*
+- [x] apply_dimension*
 - [ ] apply_kernel
 - [ ] apply_neighborhood
 - [ ] apply_polygon (experimental)
@@ -107,7 +107,7 @@ This folder contains test cases for the openEO processes.
 - [x] product
 - [x] quantiles
 - [x] rearrange*
-- [ ] reduce_dimension
+- [x] reduce_dimension*
 - [ ] reduce_spatial (experimental)
 - [ ] rename_dimension
 - [ ] rename_labels

diff --git a/tests/apply.json5 b/tests/apply.json5
@@ -3,12 +3,13 @@
   "level": "L1",
   "tests": [
     {
+      // single math process
       "required": [
         "add"
       ],
       "arguments": {
         "data": {
-          "$ref": "assets/xyt-minimal.json5"
+          "$ref": "assets/xyt-minimal-float.json5"
         },
         "process": {
           "process_graph": {
@@ -62,6 +63,160 @@
           ]
         ]
       }
+    },
+    {
+      // multiple processes with a data type change
+      "required": [
+        "lt",
+        "gt",
+        "or"
+      ],
+      "arguments": {
+        "data": {
+          "$ref": "assets/xyt-minimal-float.json5"
+        },
+        "process": {
+          "process_graph": {
+            "lt": {
+              "process_id": "lt",
+              "arguments": {
+                "x": {
+                  "from_argument": "x"
+                },
+                "y": -50
+              }
+            },
+            "gt": {
+              "process_id": "gt",
+              "arguments": {
+                "x": {
+                  "from_argument": "x"
+                },
+                "y": 50
+              }
+            },
+            "or": {
+              "process_id": "or",
+              "arguments": {
+                "x": {
+                  "from_node": "lt"
+                },
+                "y": {
+                  "from_node": "gt"
+                }
+              },
+              "result": true
+            }
+          }
+        }
+      },
+      "returns": {
+        "type": "datacube",
+        "nodata": NaN,
+        "dimensions": [
+          {
+            "name": "t",
+            "type": "temporal",
+            "values": ["2020-06-01T00:00:00Z", "2020-06-03T00:00:00Z"]
+          },
+          {
+            "name": "y",
+            "type": "spatial",
+            "axis": "y",
+            "values": [5757495.0, 5757485.0, 5757475.0],
+            "reference_system": "EPSG:25832"
+          },
+          {
+            "name": "x",
+            "type": "spatial",
+            "axis": "x",
+            "values": [404835.0, 404845.0, 404855.0, 404865.0],
+            "reference_system": "EPSG:25832"
+          }
+        ],
+        "data": [
+          [
+            [false, true, false, true],
+            [false, false, false, false],
+            [true, false, false, true]
+          ],
+          [
+            [true, false, true, false],
+            [false, true, true, true],
+            [false, false, NaN, false]
+          ]
+        ]
+      }
+    },
+    {
+      // math on integers
+      "required": [
+        "multiply"
+      ],
+      "arguments": {
+        "data": {
+          "$ref": "assets/xyb-minimal-int.json5"
+        },
+        "process": {
+          "process_graph": {
+            "add": {
+              "process_id": "multiply",
+              "arguments": {
+                "x": {
+                  "from_parameter": "x"
+                },
+                "y": {
+                  "from_parameter": "context"
+                }
+              },
+              "result": true
+            }
+          }
+        },
+        "context": 10
+      },
+      "returns": {
+        "type": "datacube",
+        "nodata": 0,
+        "dimensions": [
+          {
+            "name": "bands",
+            "type": "bands",
+            "values": ["red", "green", "blue"]
+          },
+          {
+            "name": "y",
+            "type": "spatial",
+            "axis": "y",
+            "values": [5757495.0, 5757485.0, 5757475.0],
+            "reference_system": "EPSG:25832"
+          },
+          {
+            "name": "x",
+            "type": "spatial",
+            "axis": "x",
+            "values": [404835.0, 404845.0, 404855.0, 404865.0],
+            "reference_system": "EPSG:25832"
+          }
+        ],
+        "data": [
+          [
+            [1720, 470, 1170, 1920],
+            [670, 2510, 1950, 1030],
+            [90, 2110, 0, 2420]
+          ],
+          [
+            [360, 870, 700, 2160],
+            [880, 1400, 580, 1930],
+            [2300, 390, 0, 870]
+          ],
+          [
+            [1740, 880, 810, 1650],
+            [250, 770, 720, 90],
+            [1480, 1150, 0, 2080]
+          ]
+        ]
+      }
     }
   ]
 }
diff --git a/tests/apply_dimension.json5 b/tests/apply_dimension.json5
@@ -8,7 +8,7 @@
       ],
       "arguments": {
         "data": {
-          "$ref": "assets/xyt-minimal.json5"
+          "$ref": "assets/xyt-minimal-float.json5"
         },
         "process": {
           "process_graph": {
@@ -62,6 +62,73 @@
           ]
         ]
       }
+    },
+    {
+      "required": [
+        "quantiles"
+      ],
+      "arguments": {
+        "data": {
+          "$ref": "assets/xyb-minimal-int.json5"
+        },
+        "process": {
+          "process_graph": {
+            "quantiles": {
+              "process_id": "quantiles",
+              "arguments": {
+                "data": {
+                  "from_parameter": "data"
+                }
+              },
+              "result": true
+            }
+          }
+        },
+        "dimension": "bands",
+        "target_dimension": "quantiles",
+      },
+      "returns": {
+        "type": "datacube",
+        "nodata": NaN,
+        "dimensions": [
+          {
+            "name": "quantiles",
+            "type": "other",
+            "values": [0, 1, 2]
+          },
+          {
+            "name": "y",
+            "type": "spatial",
+            "axis": "y",
+            "values": [5757495.0, 5757485.0, 5757475.0],
+            "reference_system": "EPSG:25832"
+          },
+          {
+            "name": "x",
+            "type": "spatial",
+            "axis": "x",
+            "values": [404835.0, 404845.0, 404855.0, 404865.0],
+            "reference_system": "EPSG:25832"
+          }
+        ],
+        "data": [
+          [
+            [172.0, 87.0, 81.0, 192.0],
+            [67.0, 140.0, 72.0, 103.0],
+            [148.0, 115.0, NaN, 208.0]
+          ],
+          [
+            [173.0, 87.5, 99.0, 204.0],
+            [77.5, 195.5, 133.5, 148.0],
+            [189.0, 163.0, NaN, 225.0]
+          ],
+          [
+            [173.6, 87.8, 109.8, 211.2],
+            [83.8, 228.8, 170.4, 175.0],
+            [213.6, 191.8, NaN, 235.2]
+          ]
+        ]
+      }
     }
   ]
 }
diff --git a/tests/assets/xyb-minimal-int.json5 b/tests/assets/xyb-minimal-int.json5
@@ -0,0 +1,42 @@
+{
+  "type": "datacube",
+  "nodata": 0,
+  "dimensions": [
+    {
+      "name": "bands",
+      "type": "bands",
+      "values": ["red", "green", "blue"]
+    },
+    {
+      "name": "y",
+      "type": "spatial",
+      "axis": "y",
+      "values": [5757495.0, 5757485.0, 5757475.0],
+      "reference_system": "EPSG:25832"
+    },
+    {
+      "name": "x",
+      "type": "spatial",
+      "axis": "x",
+      "values": [404835.0, 404845.0, 404855.0, 404865.0],
+      "reference_system": "EPSG:25832"
+    }
+  ],
+  "data": [
+    [
+      [172, 47, 117, 192],
+      [67, 251, 195, 103],
+      [9, 211, 0, 242]
+    ],
+    [
+      [36, 87, 70, 216],
+      [88, 140, 58, 193],
+      [230, 39, 0, 87]
+    ],
+    [
+      [174, 88, 81, 165],
+      [25, 77, 72, 9],
+      [148, 115, 0, 208]
+    ]
+  ]
+}
diff --git a/tests/assets/xyt-minimal.json5 → tests/assets/xyt-minimal-float.json5 b/tests/assets/xyt-minimal.json5 → tests/assets/xyt-minimal-float.json5