updates

Reviewed-on: https://gitea.centraal.wbd-rd.nl/RnD/monster/pulls/1

README.md

@@ -1,3 +1,13 @@
-# convert
+# monster
 
-Makes unit conversions
+Monsternamekast control node for EVOLV.
+
+Primary responsibilities:
+- combine measured/manual flow, rain context and schedule context
+- predict sampling demand and pulse distribution over sampling window
+- enforce bucket/sampling constraints (volume, weight, cooldown)
+- emit process fields used by PLC pulse output, report tooling (e.g. Z-Info), and dashboards
+
+Examples:
+- `nodes/monster/examples/monster-dashboard.flow.json` (dashboard-ready visualization flow)
+- `nodes/monster/examples/monster-api-dashboard.flow.json` (full API orchestration template with placeholder credentials)

config/exampleArray.js

@@ -1,870 +0,0 @@
-const inputExample = 
-//tensor 1
-[
-  // 1 prediction per hour
-  [
-  // 24 window size
-    [
-      //166 features of which the first feature is the hour of the day all the other values are precipation values 
-      //These values are meaningless they need to be translated first into the correct format
-      //How do the transformations work?
-      -0.65066296, -0.1888816, -0.19213369, -0.19328518, -0.18170043,
-      -0.18223418, -0.18370405, -0.18517574, -0.18551063, -0.18683789,
-      -0.18886069, -0.18927826, -0.18696358, -0.17307445, -0.17702805,
-      -0.17851964, -0.17654074, -0.17762018, -0.1796983, -0.18136519,
-      -0.18139249, -0.18250296, -0.18198996, -0.18138494, -0.18618596,
-      -0.1889744, -0.18739212, -0.17126027, -0.17405689, -0.1762726,
-      -0.18029169, -0.1885969, -0.18849469, -0.19095787, -0.18038477,
-      -0.18214581, -0.18189491, -0.18189534, -0.18381298, -0.18393834,
-      -0.18939162, -0.17176759, -0.17026471, -0.17394295, -0.17903634,
-      -0.19020126, -0.18912097, -0.18823564, -0.17929266, -0.18775292,
-      -0.18869072, -0.18756475, -0.18702924, -0.18671379, -0.17348625,
-      -0.18026013, -0.1814532, -0.18132141, -0.18308498, -0.18331088,
-      -0.18624909, -0.18811531, -0.19032778, -0.18967649, -0.18800643,
-      -0.18892376, -0.18933033, -0.18079819, -0.18595871, -0.18796106,
-      -0.18773453, -0.19043156, -0.1891853, -0.18971276, -0.18899542,
-      -0.18666336, -0.1879662, -0.18708836, -0.1893528, -0.18959058,
-      -0.18611566, -0.19272971, -0.19552121, -0.19478238, -0.19681337,
-      -0.19944471, -0.19903339, -0.19263975, -0.18716142, -0.1877408,
-      -0.18708849, -0.18419774, -0.18278112, -0.18275773, -0.19600511,
-      -0.19538267, -0.19162537, -0.192591, -0.19787251, -0.19998388,
-      -0.19278597, -0.18786678, -0.18582166, -0.18569262, -0.18191596,
-      -0.18098748, -0.18121272, -0.19626444, -0.19792468, -0.19207762,
-      -0.18952964, -0.19189596, -0.19348373, -0.19015691, -0.1844006,
-      -0.18490676, -0.18425256, -0.18282198, -0.18047893, -0.17963261,
-      -0.19567896, -0.19192091, -0.18874464, -0.18849974, -0.1898807,
-      -0.18982206, -0.1882855, -0.19054112, -0.18959366, -0.18676196,
-      -0.18424004, -0.18355161, -0.18516647, -0.19370953, -0.19216638,
-      -0.19084519, -0.18945748, -0.1898998, -0.18970484, -0.18697297,
-      -0.1889949, -0.19083625, -0.19014625, -0.19090196, -0.19471276,
-      -0.19409975, -0.1935458, -0.19110129, -0.18852621, -0.1896783,
-      -0.19012038, -0.18907574, -0.19738469, -0.19826875, -0.19619434,
-      -0.19351482, -0.19247084, -0.19158516, -0.18882761, -0.19663896,
-      -0.19387078, -0.19137178, -0.19101838, -0.18902259, -0.18740881,
-      -0.18577042,
-    ],
-    [
-      -0.50620914, -0.1888816, -0.19213369, -0.19328518, -0.18170043,
-      -0.18223418, -0.18370405, -0.18517574, -0.18551063, -0.18683789,
-      -0.18886069, -0.18927826, -0.18696358, -0.17307445, -0.17702805,
-      -0.17851964, -0.17654074, -0.17762018, -0.1796983, -0.18136519,
-      -0.18139249, -0.18250296, -0.18198996, -0.18138494, -0.18618596,
-      -0.1889744, -0.18739212, -0.17126027, -0.17405689, -0.1762726,
-      -0.18029169, -0.1885969, -0.18849469, -0.19095787, -0.18038477,
-      -0.18214581, -0.18189491, -0.18189534, -0.18381298, -0.18393834,
-      -0.18939162, -0.17176759, -0.17026471, -0.17394295, -0.17903634,
-      -0.19020126, -0.18912097, -0.18823564, -0.17929266, -0.18775292,
-      -0.18869072, -0.18756475, -0.18702924, -0.18671379, -0.17348625,
-      -0.18026013, -0.1814532, -0.18132141, -0.18308498, -0.18331088,
-      -0.18624909, -0.18811531, -0.19032778, -0.18967649, -0.18800643,
-      -0.18892376, -0.18933033, -0.18079819, -0.18595871, -0.18796106,
-      -0.18773453, -0.19043156, -0.1891853, -0.18971276, -0.18899542,
-      -0.18666336, -0.1879662, -0.18708836, -0.1893528, -0.18959058,
-      -0.18611566, -0.19272971, -0.19552121, -0.19478238, -0.19681337,
-      -0.19944471, -0.19903339, -0.19263975, -0.18716142, -0.1877408,
-      -0.18708849, -0.18419774, -0.18278112, -0.18275773, -0.19600511,
-      -0.19538267, -0.19162537, -0.192591, -0.19787251, -0.19998388,
-      -0.19278597, -0.18786678, -0.18582166, -0.18569262, -0.18191596,
-      -0.18098748, -0.18121272, -0.19626444, -0.19792468, -0.19207762,
-      -0.18952964, -0.19189596, -0.19348373, -0.19015691, -0.1844006,
-      -0.18490676, -0.18425256, -0.18282198, -0.18047893, -0.17963261,
-      -0.19567896, -0.19192091, -0.18874464, -0.18849974, -0.1898807,
-      -0.18982206, -0.1882855, -0.19054112, -0.18959366, -0.18676196,
-      -0.18424004, -0.18355161, -0.18516647, -0.19370953, -0.19216638,
-      -0.19084519, -0.18945748, -0.1898998, -0.18970484, -0.18697297,
-      -0.1889949, -0.19083625, -0.19014625, -0.19090196, -0.19471276,
-      -0.19409975, -0.1935458, -0.19110129, -0.18852621, -0.1896783,
-      -0.19012038, -0.18907574, -0.19738469, -0.19826875, -0.19619434,
-      -0.19351482, -0.19247084, -0.19158516, -0.18882761, -0.19663896,
-      -0.19387078, -0.19137178, -0.19101838, -0.18902259, -0.18740881,
-      -0.18577042,
-    ],
-    [
-      -0.36175531, -0.1888816, -0.19213369, -0.19328518, -0.18170043,
-      -0.18223418, -0.18370405, -0.18517574, -0.18551063, -0.18683789,
-      -0.18886069, -0.18927826, -0.18696358, -0.17307445, -0.17702805,
-      -0.17851964, -0.17654074, -0.17762018, -0.1796983, -0.18136519,
-      -0.18139249, -0.18250296, -0.18198996, -0.18138494, -0.18618596,
-      -0.1889744, -0.18739212, -0.17126027, -0.17405689, -0.1762726,
-      -0.18029169, -0.1885969, -0.18849469, -0.19095787, -0.18038477,
-      -0.18214581, -0.18189491, -0.18189534, -0.18381298, -0.18393834,
-      -0.18939162, -0.17176759, -0.17026471, -0.17394295, -0.17903634,
-      -0.19020126, -0.18912097, -0.18823564, -0.17929266, -0.18775292,
-      -0.18869072, -0.18756475, -0.18702924, -0.18671379, -0.17348625,
-      -0.18026013, -0.1814532, -0.18132141, -0.18308498, -0.18331088,
-      -0.18624909, -0.18811531, -0.19032778, -0.18967649, -0.18800643,
-      -0.18892376, -0.18933033, -0.18079819, -0.18595871, -0.18796106,
-      -0.18773453, -0.19043156, -0.1891853, -0.18971276, -0.18899542,
-      -0.18666336, -0.1879662, -0.18708836, -0.1893528, -0.18959058,
-      -0.18611566, -0.19272971, -0.19552121, -0.19478238, -0.19681337,
-      -0.19944471, -0.19903339, -0.19263975, -0.18716142, -0.1877408,
-      -0.18708849, -0.18419774, -0.18278112, -0.18275773, -0.19600511,
-      -0.19538267, -0.19162537, -0.192591, -0.19787251, -0.19998388,
-      -0.19278597, -0.18786678, -0.18582166, -0.18569262, -0.18191596,
-      -0.18098748, -0.18121272, -0.19626444, -0.19792468, -0.19207762,
-      -0.18952964, -0.19189596, -0.19348373, -0.19015691, -0.1844006,
-      -0.18490676, -0.18425256, -0.18282198, -0.18047893, -0.17963261,
-      -0.19567896, -0.19192091, -0.18874464, -0.18849974, -0.1898807,
-      -0.18982206, -0.1882855, -0.19054112, -0.18959366, -0.18676196,
-      -0.18424004, -0.18355161, -0.18516647, -0.19370953, -0.19216638,
-      -0.19084519, -0.18945748, -0.1898998, -0.18970484, -0.18697297,
-      -0.1889949, -0.19083625, -0.19014625, -0.19090196, -0.19471276,
-      -0.19409975, -0.1935458, -0.19110129, -0.18852621, -0.1896783,
-      -0.19012038, -0.18907574, -0.19738469, -0.19826875, -0.19619434,
-      -0.19351482, -0.19247084, -0.19158516, -0.18882761, -0.19663896,
-      -0.19387078, -0.19137178, -0.19101838, -0.18902259, -0.18740881,
-      -0.18577042,
-    ],
-    [
-      -0.21730149, -0.1888816, -0.19213369, -0.19328518, -0.18170043,
-      -0.18223418, -0.18370405, -0.18517574, -0.18551063, -0.18683789,
-      -0.18886069, -0.18927826, -0.18696358, -0.17307445, -0.17702805,
-      -0.17851964, -0.17654074, -0.17762018, -0.1796983, -0.18136519,
-      -0.18139249, -0.18250296, -0.18198996, -0.18138494, -0.18618596,
-      -0.1889744, -0.18739212, -0.17126027, -0.17405689, -0.1762726,
-      -0.18029169, -0.1885969, -0.18849469, -0.19095787, -0.18038477,
-      -0.18214581, -0.18189491, -0.18189534, -0.18381298, -0.18393834,
-      -0.18939162, -0.17176759, -0.17026471, -0.17394295, -0.17903634,
-      -0.19020126, -0.18912097, -0.18823564, -0.17929266, -0.18775292,
-      -0.18869072, -0.18756475, -0.18702924, -0.18671379, -0.17348625,
-      -0.18026013, -0.1814532, -0.18132141, -0.18308498, -0.18331088,
-      -0.18624909, -0.18811531, -0.19032778, -0.18967649, -0.18800643,
-      -0.18892376, -0.18933033, -0.18079819, -0.18595871, -0.18796106,
-      -0.18773453, -0.19043156, -0.1891853, -0.18971276, -0.18899542,
-      -0.18666336, -0.1879662, -0.18708836, -0.1893528, -0.18959058,
-      -0.18611566, -0.19272971, -0.19552121, -0.19478238, -0.19681337,
-      -0.19944471, -0.19903339, -0.19263975, -0.18716142, -0.1877408,
-      -0.18708849, -0.18419774, -0.18278112, -0.18275773, -0.19600511,
-      -0.19538267, -0.19162537, -0.192591, -0.19787251, -0.19998388,
-      -0.19278597, -0.18786678, -0.18582166, -0.18569262, -0.18191596,
-      -0.18098748, -0.18121272, -0.19626444, -0.19792468, -0.19207762,
-      -0.18952964, -0.19189596, -0.19348373, -0.19015691, -0.1844006,
-      -0.18490676, -0.18425256, -0.18282198, -0.18047893, -0.17963261,
-      -0.19567896, -0.19192091, -0.18874464, -0.18849974, -0.1898807,
-      -0.18982206, -0.1882855, -0.19054112, -0.18959366, -0.18676196,
-      -0.18424004, -0.18355161, -0.18516647, -0.19370953, -0.19216638,
-      -0.19084519, -0.18945748, -0.1898998, -0.18970484, -0.18697297,
-      -0.1889949, -0.19083625, -0.19014625, -0.19090196, -0.19471276,
-      -0.19409975, -0.1935458, -0.19110129, -0.18852621, -0.1896783,
-      -0.19012038, -0.18907574, -0.19738469, -0.19826875, -0.19619434,
-      -0.19351482, -0.19247084, -0.19158516, -0.18882761, -0.19663896,
-      -0.19387078, -0.19137178, -0.19101838, -0.18902259, -0.18740881,
-      -0.18577042,
-    ],
-    [
-      -0.07284767, -0.1888816, -0.19213369, -0.19328518, -0.18170043,
-      -0.18223418, -0.18370405, -0.18517574, -0.18551063, -0.18683789,
-      -0.18886069, -0.18927826, -0.18696358, -0.17307445, -0.17702805,
-      -0.17851964, -0.17654074, -0.17762018, -0.1796983, -0.18136519,
-      -0.18139249, -0.18250296, -0.18198996, -0.18138494, -0.18618596,
-      -0.1889744, -0.18739212, -0.17126027, -0.17405689, -0.1762726,
-      -0.18029169, -0.1885969, -0.18849469, -0.19095787, -0.18038477,
-      -0.18214581, -0.18189491, -0.18189534, -0.18381298, -0.18393834,
-      -0.18939162, -0.17176759, -0.17026471, -0.17394295, -0.17903634,
-      -0.19020126, -0.18912097, -0.18823564, -0.17929266, -0.18775292,
-      -0.18869072, -0.18756475, -0.18702924, -0.18671379, -0.17348625,
-      -0.18026013, -0.1814532, -0.18132141, -0.18308498, -0.18331088,
-      -0.18624909, -0.18811531, -0.19032778, -0.18967649, -0.18800643,
-      -0.18892376, -0.18933033, -0.18079819, -0.18595871, -0.18796106,
-      -0.18773453, -0.19043156, -0.1891853, -0.18971276, -0.18899542,
-      -0.18666336, -0.1879662, -0.18708836, -0.1893528, -0.18959058,
-      -0.18611566, -0.19272971, -0.19552121, -0.19478238, -0.19681337,
-      -0.19944471, -0.19903339, -0.19263975, -0.18716142, -0.1877408,
-      -0.18708849, -0.18419774, -0.18278112, -0.18275773, -0.19600511,
-      -0.19538267, -0.19162537, -0.192591, -0.19787251, -0.19998388,
-      -0.19278597, -0.18786678, -0.18582166, -0.18569262, -0.18191596,
-      -0.18098748, -0.18121272, -0.19626444, -0.19792468, -0.19207762,
-      -0.18952964, -0.19189596, -0.19348373, -0.19015691, -0.1844006,
-      -0.18490676, -0.18425256, -0.18282198, -0.18047893, -0.17963261,
-      -0.19567896, -0.19192091, -0.18874464, -0.18849974, -0.1898807,
-      -0.18982206, -0.1882855, -0.19054112, -0.18959366, -0.18676196,
-      -0.18424004, -0.18355161, -0.18516647, -0.19370953, -0.19216638,
-      -0.19084519, -0.18945748, -0.1898998, -0.18970484, -0.18697297,
-      -0.1889949, -0.19083625, -0.19014625, -0.19090196, -0.19471276,
-      -0.19409975, -0.1935458, -0.19110129, -0.18852621, -0.1896783,
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-      -0.19351482, -0.19247084, -0.19158516, -0.18882761, -0.19663896,
-      -0.19387078, -0.19137178, -0.19101838, -0.18902259, -0.18740881,
-      -0.18577042,
-    ],
-    [
-      0.07160615, -0.1888816, -0.19213369, -0.19328518, -0.18170043,
-      -0.18223418, -0.18370405, -0.18517574, -0.18551063, -0.18683789,
-      -0.18886069, -0.18927826, -0.18696358, -0.17307445, -0.17702805,
-      -0.17851964, -0.17654074, -0.17762018, -0.1796983, -0.18136519,
-      -0.18139249, -0.18250296, -0.18198996, -0.18138494, -0.18618596,
-      -0.1889744, -0.18739212, -0.17126027, -0.17405689, -0.1762726,
-      -0.18029169, -0.1885969, -0.18849469, -0.19095787, -0.18038477,
-      -0.18214581, -0.18189491, -0.18189534, -0.18381298, -0.18393834,
-      -0.18939162, -0.17176759, -0.17026471, -0.17394295, -0.17903634,
-      -0.19020126, -0.18912097, -0.18823564, -0.17929266, -0.18775292,
-      -0.18869072, -0.18756475, -0.18702924, -0.18671379, -0.17348625,
-      -0.18026013, -0.1814532, -0.18132141, -0.18308498, -0.18331088,
-      -0.18624909, -0.18811531, -0.19032778, -0.18967649, -0.18800643,
-      -0.18892376, -0.18933033, -0.18079819, -0.18595871, -0.18796106,
-      -0.18773453, -0.19043156, -0.1891853, -0.18971276, -0.18899542,
-      -0.18666336, -0.1879662, -0.18708836, -0.1893528, -0.18959058,
-      -0.18611566, -0.19272971, -0.19552121, -0.19478238, -0.19681337,
-      -0.19944471, -0.19903339, -0.19263975, -0.18716142, -0.1877408,
-      -0.18708849, -0.18419774, -0.18278112, -0.18275773, -0.19600511,
-      -0.19538267, -0.19162537, -0.192591, -0.19787251, -0.19998388,
-      -0.19278597, -0.18786678, -0.18582166, -0.18569262, -0.18191596,
-      -0.18098748, -0.18121272, -0.19626444, -0.19792468, -0.19207762,
-      -0.18952964, -0.19189596, -0.19348373, -0.19015691, -0.1844006,
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-      -0.19278597, -0.18786678, -0.18582166, -0.18569262, -0.18191596,
-      -0.18098748, -0.18121272, -0.19626444, -0.19792468, -0.19207762,
-      -0.18952964, -0.19189596, -0.19348373, -0.19015691, -0.1844006,
-      -0.18490676, -0.18425256, -0.18282198, -0.18047893, -0.17963261,
-      -0.19567896, -0.19192091, -0.18874464, -0.18849974, -0.1898807,
-      -0.18982206, -0.1882855, -0.19054112, -0.18959366, -0.18676196,
-      -0.18424004, -0.18355161, -0.18516647, -0.19370953, -0.19216638,
-      -0.19084519, -0.18945748, -0.1898998, -0.18970484, -0.18697297,
-      -0.1889949, -0.19083625, -0.19014625, -0.19090196, -0.19471276,
-      -0.19409975, -0.1935458, -0.19110129, -0.18852621, -0.1896783,
-      -0.19012038, -0.18907574, -0.19738469, -0.19826875, -0.19619434,
-      -0.19351482, -0.19247084, -0.19158516, -0.18882761, -0.19663896,
-      -0.19387078, -0.19137178, -0.19101838, -0.18902259, -0.18740881,
-      -0.18577042,
-    ],
-  ]
-];

dependencies/monster/modelLoader.js

@@ -1,122 +0,0 @@
-const tf = require('@tensorflow/tfjs');
-
-class ModelLoader {
-  constructor(logger) {
-    this.logger = logger || console;
-    this.model = null;
-  }
-
-  async loadModel(modelUrl, inputShape = [null, 24, 166]) {
-    try {
-      this.logger.debug(`Fetching model JSON from: ${modelUrl}`);
-      const response = await fetch(modelUrl);
-      const modelJSON = await response.json();
-  
-      // Fix input shape
-      this.configureInputLayer(modelJSON, inputShape);
-  
-      // Extract base path
-      const baseUrl = this.getBaseUrl(modelUrl);
-      this.fixWeightPaths(modelJSON, baseUrl);
-  
-      // Ensure weight specs are there
-      if (
-        !modelJSON.weightsManifest ||
-        !modelJSON.weightsManifest[0].weights ||
-        modelJSON.weightsManifest[0].weights.length === 0
-      ) {
-        throw new Error("Model JSON is missing weight specifications.");
-      }
-  
-      // Load the binary weight data
-      const weightUrl = modelJSON.weightsManifest[0].paths[0];
-      const weightResponse = await fetch(weightUrl);
-      const weightBuffer = await weightResponse.arrayBuffer();
-
-      console.log('modelJSON.weightsManifest:', JSON.stringify(modelJSON.weightsManifest, null, 2));
-
-if (
-  !modelJSON.weightsManifest ||
-  !modelJSON.weightsManifest[0].weights ||
-  modelJSON.weightsManifest[0].weights.length === 0
-) {
-  console.error("❌ modelJSON.weightsManifest is missing weight specs!");
-} else {
-  console.log("✅ Weight specs found:", modelJSON.weightsManifest[0].weights.length);
-}
-  
-// Create ModelArtifacts object
-const artifacts = {
-  modelTopology: modelJSON.modelTopology,
-  weightSpecs: modelJSON.weightsManifest[0].weights, // ✅ CORRECT FIELD NAME
-  weightData: weightBuffer
-};
-
-// Load from memory
-this.model = await tf.loadLayersModel(tf.io.fromMemory(artifacts));
-
-  
-      this.logger.debug('Model loaded successfully');
-      return this.model;
-    } catch (error) {
-      this.logger.error(`Failed to load model: ${error.message}`);
-      throw error;
-    }
-  }
-  
-  
-
-  configureInputLayer(modelJSON, inputShape) {
-    const layers = modelJSON.modelTopology.model_config.config.layers;
-    if (layers && layers.length > 0) {
-      const firstLayer = layers[0];
-      if (firstLayer.class_name === 'InputLayer') {
-        if (firstLayer.config.batch_shape) {
-          firstLayer.config.batchInputShape = firstLayer.config.batch_shape;
-          delete firstLayer.config.batch_shape;
-          this.logger.debug('Converted batch_shape to batchInputShape:', firstLayer);
-        } else if (!firstLayer.config.batchInputShape && !firstLayer.config.inputShape) {
-          firstLayer.config.batchInputShape = inputShape;
-          this.logger.debug('Configured input layer:', firstLayer);
-        } else {
-          this.logger.debug('Input shape already set:', firstLayer.config);
-        }
-      }
-    }
-  }
-
-  getBaseUrl(url) {
-    return url.substring(0, url.lastIndexOf('/') + 1);
-  }
-
-  fixWeightPaths(modelJSON, baseUrl) {
-    for (const group of modelJSON.weightsManifest) {
-      group.paths = group.paths.map(path => {
-        path = path.replace(/^\/+/, '');
-        return path.startsWith('http') ? path : `${baseUrl}${path}`;
-      });
-    }
-  }
-}
-
-const modelLoader = new ModelLoader();
-
-(async () => {
-  try {
-    const localURL = "http://localhost:1880/generalFunctions/datasets/lstmData/tfjs_model/model.json";
-
-    const model = await modelLoader.loadModel(localURL);
-    console.log('Model loaded successfully');
-
-    const denseLayer = model.getLayer('dense_8');
-    const weights = denseLayer.getWeights();
-    const weightArray = await weights[0].array();
-    console.log('Dense layer kernel (sample):', weightArray.slice(0, 5));
-    
-  } catch (error) {
-    console.error('Failed to load model:', error);
-  }
-})();
-
-
-module.exports = ModelLoader;

dependencies/monster/monsterConfig.json

@@ -1,256 +0,0 @@
-{
-    "general": {
-        "name": {
-            "default": "Monster Configuration",
-            "rules": {
-                "type": "string",
-                "description": "A human-readable name or label for this configuration."
-            }
-        },
-        "id": {
-            "default": null,
-            "rules": {
-                "type": "string",
-                "nullable": true,
-                "description": "A unique identifier for this configuration. If not provided, defaults to null."
-            }
-        },
-        "unit": {
-            "default": "unitless",
-            "rules": {
-                "type": "string",
-                "description": "The unit for this configuration (e.g., 'meters', 'seconds', 'unitless')."
-            }
-        },
-        "logging": {
-            "logLevel": {
-                "default": "info",
-                "rules": {
-                    "type": "enum",
-                    "values": [
-                        {
-                            "value": "debug",
-                            "description": "Log messages are printed for debugging purposes."
-                        },
-                        {
-                            "value": "info",
-                            "description": "Informational messages are printed."
-                        },
-                        {
-                            "value": "warn",
-                            "description": "Warning messages are printed."
-                        },
-                        {
-                            "value": "error",
-                            "description": "Error messages are printed."
-                        }
-                    ]
-                }
-            },
-            "enabled": {
-                "default": true,
-                "rules": {
-                    "type": "boolean",
-                    "description": "Indicates whether logging is active. If true, log messages will be generated."
-                }
-            }
-        }
-    },
-    "functionality": {
-        "softwareType": {
-            "default": "monster",
-            "rules": {
-                "type": "string",
-                "description": "Specified software type for this configuration."
-            }
-        },
-        "role": {
-            "default": "samplingCabinet",
-            "rules": {
-                "type": "string",
-                "description": "Indicates the role this configuration plays (e.g., sensor, controller, etc.)."
-            }
-        }
-    },
-    "asset": {
-        "uuid": {
-            "default": null,
-            "rules": {
-                "type": "string",
-                "nullable": true,
-                "description": "Asset tag number which is a universally unique identifier for this asset. May be null if not assigned."
-            }
-        },
-        "geoLocation": {
-            "default": {
-                "x": 0,
-                "y": 0,
-                "z": 0
-            },
-            "rules": {
-                "type": "object",
-                "description": "An object representing the asset's physical coordinates or location.",
-                "schema": {
-                    "x": {
-                        "default": 0,
-                        "rules": {
-                            "type": "number",
-                            "description": "X coordinate of the asset's location."
-                        }
-                    },
-                    "y": {
-                        "default": 0,
-                        "rules": {
-                            "type": "number",
-                            "description": "Y coordinate of the asset's location."
-                        }
-                    },
-                    "z": {
-                        "default": 0,
-                        "rules": {
-                            "type": "number",
-                            "description": "Z coordinate of the asset's location."
-                        }
-                    }
-                }
-            }
-        },
-        "supplier": {
-            "default": "Unknown",
-            "rules": {
-                "type": "string",
-                "description": "The supplier or manufacturer of the asset."
-            }
-        },
-        "type": {
-            "default": "sensor",
-            "rules": {
-                "type": "enum",
-                "values": [
-                    {
-                        "value": "sensor",
-                        "description": "A device that detects or measures a physical property and responds to it (e.g. temperature sensor)."
-                    }
-                ]
-            }
-        },
-        "subType": {
-            "default": "pressure",
-            "rules": {
-                "type": "string",
-                "description": "A more specific classification within 'type'. For example, 'pressure' for a pressure sensor."
-            }
-        },
-        "model": {
-            "default": "Unknown",
-            "rules": {
-                "type": "string",
-                "description": "A user-defined or manufacturer-defined model identifier for the asset."
-            }
-        },
-        "emptyWeightBucket": {
-            "default": 3,
-            "rules": {
-                "type": "number",
-                "description": "The weight of the empty bucket in kilograms."
-            }
-        }
-    },
-    "constraints": {
-        "samplingtime": {
-            "default": 0,
-            "rules": {
-                "type": "number",
-                "description": "The time interval between sampling events (in seconds) if not using a flow meter."
-            }
-        },
-        "samplingperiod": {
-            "default": 24,
-            "rules": {
-                "type": "number",
-                "description": "The fixed period in hours in which a composite sample is collected."
-            }
-        },
-        "minVolume": {
-            "default": 5,
-            "rules": {
-                "type": "number",
-                "min": 5,
-                "description": "The minimum volume in liters."
-            }
-        },
-        "maxWeight": {
-            "default": 23,
-            "rules": {
-                "type": "number",
-                "max": 23,
-                "description": "The maximum weight in kilograms."
-            }
-        },
-        "subSampleVolume": {
-            "default": 50,
-            "rules": {
-                "type": "number",
-                "min": 50,
-                "max": 50,
-                "description": "The volume of each sub-sample in milliliters."
-            }
-        },
-        "storageTemperature": {
-            "default": {
-                "min": 1,
-                "max": 5
-            },
-            "rules": {
-                "type": "object",
-                "description": "Acceptable storage temperature range for samples in degrees Celsius.",
-                "schema": {
-                    "min": {
-                        "default": 1,
-                        "rules": {
-                            "type": "number",
-                            "min": 1,
-                            "description": "Minimum acceptable storage temperature in degrees Celsius."
-                        }
-                    },
-                    "max": {
-                        "default": 5,
-                        "rules": {
-                            "type": "number",
-                            "max": 5,
-                            "description": "Maximum acceptable storage temperature in degrees Celsius."
-                        }
-                    }
-                }
-            }
-        },
-        "flowmeter": {
-            "default": true,
-            "rules": {
-                "type": "boolean",
-                "description": "Indicates whether a flow meter is used for proportional sampling."
-            }
-        },
-        "closedSystem": {
-            "default": false,
-            "rules": {
-                "type": "boolean",
-                "description": "Indicates if the sampling system is closed (true) or open (false)."
-            }
-        },
-        "intakeSpeed": {
-            "default": 0.3,
-            "rules": {
-                "type": "number",
-                "description": "Minimum intake speed in meters per second."
-            }
-        },
-        "intakeDiameter": {
-            "default": 12,
-            "rules": {
-                "type": "number",
-                "description": "Minimum inner diameter of the intake tubing in millimeters."
-            }
-        }
-    }
-}

examples/README.md

@@ -0,0 +1,31 @@
+# Monster Example Flows
+
+Import-ready Node-RED examples for `monster`.
+
+## Files
+- `basic.flow.json`
+  - Purpose: quick-start flow with dashboard charts for key monster outputs.
+- `integration.flow.json`
+  - Purpose: lightweight integration contract example (`registerChild` path).
+- `edge.flow.json`
+  - Purpose: unknown-topic/edge handling smoke example.
+- `monster-dashboard.flow.json`
+  - Purpose: richer dashboard-focused visualization of process output.
+  - Includes:
+    - manual flow input
+    - manual start trigger
+    - seeded `rain_data` and `monsternametijden`
+    - parsed report fields (`m3Total`, `m3PerPuls`, `pulse`, `running`)
+- `monster-api-dashboard.flow.json`
+  - Purpose: full orchestration template around `monster` with API paths and dashboard output.
+  - Includes:
+    - Open-Meteo weather fetch -> `rain_data`
+    - Aquon SFTP CSV fetch -> `monsternametijden`
+    - Z-Info token + import payload builder for `m3Total`/`m3PerPuls`
+    - dashboard API publish template (Grafana)
+    - placeholder-only credentials/hosts (`__SET_*__`)
+
+## Notes
+- `basic.flow.json` and `monster-dashboard.flow.json` are intentionally API-free.
+- `monster-api-dashboard.flow.json` is the full API template variant and must be hardened with environment-backed secrets before production use.
+- `ui-chart` uses series by `msg.topic` (`category: "topic"`, `categoryType: "msg"`).

examples/basic.flow.json

@@ -0,0 +1,365 @@
+[
+  {
+    "id": "monster_basic_tab",
+    "type": "tab",
+    "label": "monster basic",
+    "disabled": false,
+    "info": "monster basic dashboard example"
+  },
+  {
+    "id": "ui_base_monster_basic",
+    "type": "ui-base",
+    "name": "EVOLV Demo",
+    "path": "/dashboard",
+    "appIcon": "",
+    "includeClientData": true,
+    "acceptsClientConfig": [
+      "ui-notification",
+      "ui-control"
+    ],
+    "showPathInSidebar": false,
+    "headerContent": "page",
+    "navigationStyle": "default",
+    "titleBarStyle": "default"
+  },
+  {
+    "id": "ui_theme_monster_basic",
+    "type": "ui-theme",
+    "name": "Monster Theme",
+    "colors": {
+      "surface": "#ffffff",
+      "primary": "#4f8582",
+      "bgPage": "#efefef",
+      "groupBg": "#ffffff",
+      "groupOutline": "#d8d8d8"
+    },
+    "sizes": {
+      "density": "default",
+      "pagePadding": "14px",
+      "groupGap": "14px",
+      "groupBorderRadius": "6px",
+      "widgetGap": "12px"
+    }
+  },
+  {
+    "id": "ui_page_monster_basic",
+    "type": "ui-page",
+    "name": "Monster Basic",
+    "ui": "ui_base_monster_basic",
+    "path": "/monster-basic",
+    "icon": "science",
+    "layout": "grid",
+    "theme": "ui_theme_monster_basic",
+    "breakpoints": [
+      {
+        "name": "Default",
+        "px": "0",
+        "cols": "12"
+      }
+    ],
+    "order": 1,
+    "className": ""
+  },
+  {
+    "id": "ui_group_monster_basic_ctrl",
+    "type": "ui-group",
+    "name": "Input",
+    "page": "ui_page_monster_basic",
+    "width": "6",
+    "height": "1",
+    "order": 1,
+    "showTitle": true,
+    "className": ""
+  },
+  {
+    "id": "ui_group_monster_basic_obs",
+    "type": "ui-group",
+    "name": "Output",
+    "page": "ui_page_monster_basic",
+    "width": "12",
+    "height": "1",
+    "order": 2,
+    "showTitle": true,
+    "className": ""
+  },
+  {
+    "id": "monster_basic_node",
+    "type": "monster",
+    "z": "monster_basic_tab",
+    "name": "monster basic",
+    "samplingtime": "24",
+    "minvolume": "5",
+    "maxweight": "23",
+    "nominalFlowMin": "1000",
+    "flowMax": "6000",
+    "maxRainRef": "10",
+    "minSampleIntervalSec": "60",
+    "emptyWeightBucket": "8.3",
+    "aquon_sample_name": "112150",
+    "enableLog": false,
+    "logLevel": "error",
+    "positionVsParent": "atEquipment",
+    "positionIcon": "⊥",
+    "hasDistance": false,
+    "distance": "",
+    "x": 710,
+    "y": 220,
+    "wires": [
+      [
+        "monster_basic_parse"
+      ],
+      [
+        "monster_basic_dbg_influx"
+      ],
+      [
+        "monster_basic_dbg_parent"
+      ]
+    ]
+  },
+  {
+    "id": "monster_basic_inj_flow",
+    "type": "inject",
+    "z": "monster_basic_tab",
+    "group": "ui_group_monster_basic_ctrl",
+    "name": "flow 1800 m3/h",
+    "props": [
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "5",
+    "crontab": "",
+    "once": true,
+    "onceDelay": "1",
+    "topic": "",
+    "payload": "1800",
+    "payloadType": "num",
+    "x": 170,
+    "y": 180,
+    "wires": [
+      [
+        "monster_basic_build_flow"
+      ]
+    ]
+  },
+  {
+    "id": "monster_basic_build_flow",
+    "type": "function",
+    "z": "monster_basic_tab",
+    "name": "build input_q",
+    "func": "msg.topic='input_q';\nmsg.payload={value:Number(msg.payload),unit:'m3/h'};\nreturn Number.isFinite(msg.payload.value)?msg:null;",
+    "outputs": 1,
+    "noerr": 0,
+    "x": 390,
+    "y": 180,
+    "wires": [
+      [
+        "monster_basic_node"
+      ]
+    ]
+  },
+  {
+    "id": "monster_basic_inj_start",
+    "type": "inject",
+    "z": "monster_basic_tab",
+    "group": "ui_group_monster_basic_ctrl",
+    "name": "manual start",
+    "props": [
+      {
+        "p": "topic",
+        "vt": "str"
+      },
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "",
+    "crontab": "",
+    "once": false,
+    "onceDelay": "0.1",
+    "topic": "i_start",
+    "payload": "true",
+    "payloadType": "bool",
+    "x": 160,
+    "y": 240,
+    "wires": [
+      [
+        "monster_basic_node"
+      ]
+    ]
+  },
+  {
+    "id": "monster_basic_parse",
+    "type": "function",
+    "z": "monster_basic_tab",
+    "name": "parse output",
+    "func": "const p=(msg&&msg.payload&&typeof msg.payload==='object')?msg.payload:{};\nconst now=Date.now();\nreturn [\n  Number.isFinite(Number(p.q))?{topic:'q_m3h',payload:Number(p.q),timestamp:now}:null,\n  Number.isFinite(Number(p.m3Total))?{topic:'m3_total',payload:Number(p.m3Total),timestamp:now}:null,\n  Number.isFinite(Number(p.bucketVol))?{topic:'bucket_l',payload:Number(p.bucketVol),timestamp:now}:null,\n  Number.isFinite(Number(p.m3PerPuls||p.m3PerPulse))?{topic:'m3_per_pulse',payload:Number(p.m3PerPuls||p.m3PerPulse),timestamp:now}:null,\n  {topic:'status',payload:`running=${Boolean(p.running)} | pulse=${Boolean(p.pulse)} | remaining=${Number(p.pulsesRemaining||0)}`}\n];",
+    "outputs": 5,
+    "noerr": 0,
+    "x": 930,
+    "y": 220,
+    "wires": [
+      [
+        "monster_basic_chart_q"
+      ],
+      [
+        "monster_basic_chart_total"
+      ],
+      [
+        "monster_basic_chart_bucket"
+      ],
+      [
+        "monster_basic_chart_pulse"
+      ],
+      [
+        "monster_basic_text_status"
+      ]
+    ]
+  },
+  {
+    "id": "monster_basic_chart_q",
+    "type": "ui-chart",
+    "z": "monster_basic_tab",
+    "group": "ui_group_monster_basic_obs",
+    "name": "q",
+    "label": "Flow q (m3/h)",
+    "order": 1,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "15",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1170,
+    "y": 120,
+    "wires": []
+  },
+  {
+    "id": "monster_basic_chart_total",
+    "type": "ui-chart",
+    "z": "monster_basic_tab",
+    "group": "ui_group_monster_basic_obs",
+    "name": "m3Total",
+    "label": "m3Total",
+    "order": 2,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "15",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1180,
+    "y": 180,
+    "wires": []
+  },
+  {
+    "id": "monster_basic_chart_bucket",
+    "type": "ui-chart",
+    "z": "monster_basic_tab",
+    "group": "ui_group_monster_basic_obs",
+    "name": "bucket",
+    "label": "Bucket (L)",
+    "order": 3,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "15",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1180,
+    "y": 240,
+    "wires": []
+  },
+  {
+    "id": "monster_basic_chart_pulse",
+    "type": "ui-chart",
+    "z": "monster_basic_tab",
+    "group": "ui_group_monster_basic_obs",
+    "name": "m3PerPuls",
+    "label": "m3PerPuls",
+    "order": 4,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "15",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1190,
+    "y": 300,
+    "wires": []
+  },
+  {
+    "id": "monster_basic_text_status",
+    "type": "ui-text",
+    "z": "monster_basic_tab",
+    "group": "ui_group_monster_basic_obs",
+    "name": "status",
+    "label": "Status",
+    "order": 5,
+    "width": 12,
+    "height": 1,
+    "format": "{{msg.payload}}",
+    "layout": "row-spread",
+    "x": 1170,
+    "y": 360,
+    "wires": []
+  },
+  {
+    "id": "monster_basic_dbg_influx",
+    "type": "debug",
+    "z": "monster_basic_tab",
+    "name": "influx output",
+    "active": true,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "true",
+    "targetType": "full",
+    "x": 930,
+    "y": 300,
+    "wires": []
+  },
+  {
+    "id": "monster_basic_dbg_parent",
+    "type": "debug",
+    "z": "monster_basic_tab",
+    "name": "parent output",
+    "active": true,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "true",
+    "targetType": "full",
+    "x": 920,
+    "y": 340,
+    "wires": []
+  }
+]

examples/edge.flow.json

@@ -0,0 +1,6 @@
+[
+  {"id":"monster_edge_tab","type":"tab","label":"monster edge","disabled":false,"info":"monster edge example"},
+  {"id":"monster_edge_node","type":"monster","z":"monster_edge_tab","name":"monster edge","x":420,"y":180,"wires":[["monster_edge_dbg"]]},
+  {"id":"monster_edge_inj","type":"inject","z":"monster_edge_tab","name":"unknown topic","props":[{"p":"topic","vt":"str"},{"p":"payload","vt":"str"}],"topic":"doesNotExist","payload":"x","payloadType":"str","x":170,"y":180,"wires":[["monster_edge_node"]]},
+  {"id":"monster_edge_dbg","type":"debug","z":"monster_edge_tab","name":"monster edge debug","active":true,"tosidebar":true,"console":false,"tostatus":false,"complete":"true","targetType":"full","x":660,"y":180,"wires":[]}
+]

examples/integration.flow.json

@@ -0,0 +1,6 @@
+[
+  {"id":"monster_int_tab","type":"tab","label":"monster integration","disabled":false,"info":"monster integration example"},
+  {"id":"monster_int_node","type":"monster","z":"monster_int_tab","name":"monster integration","x":420,"y":180,"wires":[["monster_int_dbg"]]},
+  {"id":"monster_int_inj","type":"inject","z":"monster_int_tab","name":"registerChild","props":[{"p":"topic","vt":"str"},{"p":"payload","vt":"str"}],"topic":"registerChild","payload":"example-child-id","payloadType":"str","x":170,"y":180,"wires":[["monster_int_node"]]},
+  {"id":"monster_int_dbg","type":"debug","z":"monster_int_tab","name":"monster integration debug","active":true,"tosidebar":true,"console":false,"tostatus":false,"complete":"true","targetType":"full","x":680,"y":180,"wires":[]}
+]

examples/monster-api-dashboard.flow.json

@@ -0,0 +1,743 @@
+[
+  {
+    "id": "monster_api_tab",
+    "type": "tab",
+    "label": "Monster API + Dashboard",
+    "disabled": false,
+    "info": "Full monster orchestration example with API integrations. Credentials are placeholders."
+  },
+  {
+    "id": "ui_base_monster_api",
+    "type": "ui-base",
+    "name": "EVOLV Demo",
+    "path": "/dashboard",
+    "appIcon": "",
+    "includeClientData": true,
+    "acceptsClientConfig": [
+      "ui-notification",
+      "ui-control"
+    ],
+    "showPathInSidebar": false,
+    "headerContent": "page",
+    "navigationStyle": "default",
+    "titleBarStyle": "default"
+  },
+  {
+    "id": "ui_theme_monster_api",
+    "type": "ui-theme",
+    "name": "Monster API Theme",
+    "colors": {
+      "surface": "#ffffff",
+      "primary": "#4f8582",
+      "bgPage": "#efefef",
+      "groupBg": "#ffffff",
+      "groupOutline": "#d8d8d8"
+    },
+    "sizes": {
+      "density": "default",
+      "pagePadding": "14px",
+      "groupGap": "14px",
+      "groupBorderRadius": "6px",
+      "widgetGap": "12px"
+    }
+  },
+  {
+    "id": "ui_page_monster_api",
+    "type": "ui-page",
+    "name": "Monster API",
+    "ui": "ui_base_monster_api",
+    "path": "/monster-api",
+    "icon": "science",
+    "layout": "grid",
+    "theme": "ui_theme_monster_api",
+    "breakpoints": [
+      {
+        "name": "Default",
+        "px": "0",
+        "cols": "12"
+      }
+    ],
+    "order": 1,
+    "className": ""
+  },
+  {
+    "id": "ui_group_monster_api_ctrl",
+    "type": "ui-group",
+    "name": "Input",
+    "page": "ui_page_monster_api",
+    "width": "6",
+    "height": "1",
+    "order": 1,
+    "showTitle": true,
+    "className": ""
+  },
+  {
+    "id": "ui_group_monster_api_obs",
+    "type": "ui-group",
+    "name": "Output",
+    "page": "ui_page_monster_api",
+    "width": "12",
+    "height": "1",
+    "order": 2,
+    "showTitle": true,
+    "className": ""
+  },
+  {
+    "id": "monster_api_node",
+    "type": "monster",
+    "z": "monster_api_tab",
+    "name": "Monster API",
+    "samplingtime": "24",
+    "minvolume": "5",
+    "maxweight": "23",
+    "nominalFlowMin": "1000",
+    "flowMax": "6000",
+    "maxRainRef": "10",
+    "minSampleIntervalSec": "60",
+    "emptyWeightBucket": "8.3",
+    "aquon_sample_name": "112150",
+    "enableLog": false,
+    "logLevel": "error",
+    "positionVsParent": "atEquipment",
+    "positionIcon": "⊥",
+    "hasDistance": false,
+    "distance": "",
+    "x": 980,
+    "y": 320,
+    "wires": [
+      [
+        "monster_api_parse_output",
+        "monster_api_zinfo_prepare"
+      ],
+      [
+        "monster_api_dbg_influx"
+      ],
+      [
+        "monster_api_dbg_parent"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_info",
+    "type": "comment",
+    "z": "monster_api_tab",
+    "name": "Template only: set credentials/URLs before production",
+    "info": "All secrets in this flow are placeholders. Replace with env vars or credential nodes.",
+    "x": 260,
+    "y": 80,
+    "wires": []
+  },
+  {
+    "id": "monster_api_inj_flow",
+    "type": "inject",
+    "z": "monster_api_tab",
+    "group": "ui_group_monster_api_ctrl",
+    "name": "Flow 1800 m3/h",
+    "props": [
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "5",
+    "crontab": "",
+    "once": true,
+    "onceDelay": "1",
+    "topic": "",
+    "payload": "1800",
+    "payloadType": "num",
+    "x": 170,
+    "y": 180,
+    "wires": [
+      [
+        "monster_api_build_flow"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_build_flow",
+    "type": "function",
+    "z": "monster_api_tab",
+    "name": "Build input_q",
+    "func": "msg.topic='input_q';\nmsg.payload={value:Number(msg.payload),unit:'m3/h'};\nreturn Number.isFinite(msg.payload.value)?msg:null;",
+    "outputs": 1,
+    "noerr": 0,
+    "x": 390,
+    "y": 180,
+    "wires": [
+      [
+        "monster_api_node"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_inj_start",
+    "type": "inject",
+    "z": "monster_api_tab",
+    "group": "ui_group_monster_api_ctrl",
+    "name": "Manual Start",
+    "props": [
+      {
+        "p": "topic",
+        "vt": "str"
+      },
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "",
+    "crontab": "",
+    "once": false,
+    "onceDelay": "0.1",
+    "topic": "i_start",
+    "payload": "true",
+    "payloadType": "bool",
+    "x": 160,
+    "y": 240,
+    "wires": [
+      [
+        "monster_api_node"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_weather_trigger",
+    "type": "inject",
+    "z": "monster_api_tab",
+    "name": "Weather fetch (daily)",
+    "props": [
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "",
+    "crontab": "55 07 * * *",
+    "once": false,
+    "onceDelay": "",
+    "topic": "",
+    "payload": "",
+    "payloadType": "date",
+    "x": 190,
+    "y": 420,
+    "wires": [
+      [
+        "monster_api_weather_http"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_weather_http",
+    "type": "http request",
+    "z": "monster_api_tab",
+    "name": "Open-Meteo",
+    "method": "GET",
+    "ret": "txt",
+    "paytoqs": "ignore",
+    "url": "https://api.open-meteo.com/v1/forecast?latitude=51.71&longitude=4.81&hourly=precipitation,precipitation_probability&timezone=Europe%2FBerlin&past_days=1&forecast_days=2",
+    "tls": "",
+    "persist": false,
+    "proxy": "",
+    "insecureHTTPParser": false,
+    "authType": "",
+    "senderr": false,
+    "headers": [],
+    "x": 380,
+    "y": 420,
+    "wires": [
+      [
+        "monster_api_weather_json"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_weather_json",
+    "type": "json",
+    "z": "monster_api_tab",
+    "name": "rain_data",
+    "property": "payload",
+    "action": "",
+    "pretty": false,
+    "x": 550,
+    "y": 420,
+    "wires": [
+      [
+        "monster_api_weather_topic"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_weather_topic",
+    "type": "change",
+    "z": "monster_api_tab",
+    "name": "topic rain_data",
+    "rules": [
+      {
+        "t": "set",
+        "p": "topic",
+        "pt": "msg",
+        "to": "rain_data",
+        "tot": "str"
+      }
+    ],
+    "x": 720,
+    "y": 420,
+    "wires": [
+      [
+        "monster_api_node"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_aquon_trigger",
+    "type": "inject",
+    "z": "monster_api_tab",
+    "name": "Aquon fetch (daily)",
+    "props": [
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "",
+    "crontab": "15 07 * * *",
+    "once": false,
+    "onceDelay": "",
+    "topic": "",
+    "payload": "",
+    "payloadType": "date",
+    "x": 180,
+    "y": 500,
+    "wires": [
+      [
+        "monster_api_sftp_get"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_sftp_get",
+    "type": "sftp in",
+    "z": "monster_api_tab",
+    "sftp": "monster_api_sftp_cfg",
+    "operation": "get",
+    "filename": "wsBD_MONSTERNAMETIJDEN.csv",
+    "localFilename": "./.node-red/node_modules/typicals/monster/config/monsternametijden.csv",
+    "name": "Aquon schedule",
+    "x": 380,
+    "y": 500,
+    "wires": [
+      [
+        "monster_api_file_in"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_file_in",
+    "type": "file in",
+    "z": "monster_api_tab",
+    "name": "read monsternametijden",
+    "filename": "./.node-red/node_modules/typicals/monster/config/monsternametijden.csv",
+    "filenameType": "str",
+    "format": "utf8",
+    "chunk": false,
+    "sendError": false,
+    "encoding": "none",
+    "allProps": false,
+    "x": 590,
+    "y": 500,
+    "wires": [
+      [
+        "monster_api_csv"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_csv",
+    "type": "csv",
+    "z": "monster_api_tab",
+    "name": "monsternametijden",
+    "sep": ",",
+    "hdrin": true,
+    "hdrout": "all",
+    "multi": "mult",
+    "ret": "\\n",
+    "temp": "SAMPLE_NAME,DESCRIPTION,SAMPLED_DATE,START_DATE,END_DATE",
+    "skip": "0",
+    "strings": true,
+    "include_empty_strings": "",
+    "include_null_values": "",
+    "x": 780,
+    "y": 500,
+    "wires": [
+      [
+        "monster_api_schedule_topic"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_schedule_topic",
+    "type": "change",
+    "z": "monster_api_tab",
+    "name": "topic monsternametijden",
+    "rules": [
+      {
+        "t": "set",
+        "p": "topic",
+        "pt": "msg",
+        "to": "monsternametijden",
+        "tot": "str"
+      }
+    ],
+    "x": 990,
+    "y": 500,
+    "wires": [
+      [
+        "monster_api_node"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_zinfo_prepare",
+    "type": "function",
+    "z": "monster_api_tab",
+    "name": "Z-Info prepare on run stop",
+    "func": "const p=(msg&&msg.payload&&typeof msg.payload==='object')?msg.payload:{};\nconst runningNow=Boolean(p.running);\nconst runningPrev=Boolean(context.get('runningPrev'));\ncontext.set('runningPrev',runningNow);\nif(!(runningPrev && !runningNow)){\n  return null;\n}\nconst today=new Date();\nconst day=String(today.getDate()).padStart(2,'0');\nconst month=String(today.getMonth()+1).padStart(2,'0');\nconst year=today.getFullYear();\nconst yesterdayDate=new Date(today.getTime()-24*3600*1000);\nconst yDay=String(yesterdayDate.getDate()).padStart(2,'0');\nconst yMonth=String(yesterdayDate.getMonth()+1).padStart(2,'0');\nconst yYear=yesterdayDate.getFullYear();\nmsg.zinfoDateFrom=`${yYear}-${yMonth}-${yDay}`;\nmsg.zinfoDateUntil=`${year}-${month}-${day}`;\nmsg.zinfoData={\n  m3Total:Number(p.m3Total||0),\n  pulse:Math.max(0,Math.floor(Number(p.m3PerPuls||p.m3PerPulse||0)))\n};\nmsg.payload='grant_type=password&username=__SET_ZINFO_USERNAME__&password=__SET_ZINFO_PASSWORD__&client_id=__SET_ZINFO_CLIENT_ID__&client_secret=__SET_ZINFO_CLIENT_SECRET__';\nmsg.headers=msg.headers||{};\nmsg.headers['content-type']='application/x-www-form-urlencoded';\nreturn msg;",
+    "outputs": 1,
+    "noerr": 0,
+    "x": 1260,
+    "y": 320,
+    "wires": [
+      [
+        "monster_api_zinfo_token"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_zinfo_token",
+    "type": "http request",
+    "z": "monster_api_tab",
+    "name": "Z-Info token",
+    "method": "POST",
+    "ret": "txt",
+    "paytoqs": "ignore",
+    "url": "https://__SET_ZINFO_HOST__/WSR/zi_wsr.svc/token",
+    "tls": "",
+    "persist": false,
+    "proxy": "",
+    "insecureHTTPParser": false,
+    "authType": "",
+    "senderr": false,
+    "headers": [],
+    "x": 1450,
+    "y": 320,
+    "wires": [
+      [
+        "monster_api_zinfo_token_json"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_zinfo_token_json",
+    "type": "json",
+    "z": "monster_api_tab",
+    "name": "token json",
+    "property": "payload",
+    "action": "",
+    "pretty": false,
+    "x": 1630,
+    "y": 320,
+    "wires": [
+      [
+        "monster_api_zinfo_import_builder"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_zinfo_import_builder",
+    "type": "function",
+    "z": "monster_api_tab",
+    "name": "Build Z-Info import",
+    "func": "const token=msg.payload&&msg.payload.access_token;\nconst z=msg.zinfoData||{};\nconst from=msg.zinfoDateFrom;\nconst until=msg.zinfoDateUntil;\nconst ns='__SET_ZINFO_NAMESPACE__';\nmsg.payload={\n  import:{\n    algemeen:{\n      AanleverendeOrganisatie:'NL.25',\n      Versie:'IMm2018',\n      Batchid:`ZI_PA_NL.25_${Date.now()}.json`,\n      Systeembron:'WBD/NEERSG',\n      Systeemdoel:'HWH/Z-info',\n      Opmerking:'template'\n    },\n    data:[{\n      Meetwaarden:[\n        {mepid:`${ns}.F021.m3`,dbmDtm:from,dbmTijd:'06:00',demDtm:until,demTijd:'06:00',mwdWaarde:`${Number(z.m3Total||0)}`,mwdWaardeAN:'',nMwd:'',mwdOpmerk:'template'},\n        {mepid:`${ns}.Q000.PULS`,dbmDtm:from,dbmTijd:'06:00',demDtm:until,demTijd:'06:00',mwdWaarde:`${Number(z.pulse||0)}`,mwdWaardeAN:'',nMwd:'',mwdOpmerk:'template'}\n      ]\n    }]\n  }\n};\nmsg.headers=msg.headers||{};\nif(token){msg.headers.authorization='Bearer '+token;}\nmsg.headers['content-type']='application/json';\nreturn msg;",
+    "outputs": 1,
+    "noerr": 0,
+    "x": 1830,
+    "y": 320,
+    "wires": [
+      [
+        "monster_api_zinfo_import_put"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_zinfo_import_put",
+    "type": "http request",
+    "z": "monster_api_tab",
+    "name": "Z-Info import PUT",
+    "method": "PUT",
+    "ret": "txt",
+    "paytoqs": "ignore",
+    "url": "https://__SET_ZINFO_HOST__/WSR/zi_wsr.svc/json/NL.25/importmwd/pa/?gebruiker=__SET_ZINFO_USER__",
+    "tls": "",
+    "persist": false,
+    "proxy": "",
+    "insecureHTTPParser": false,
+    "authType": "",
+    "senderr": false,
+    "headers": [],
+    "x": 2040,
+    "y": 320,
+    "wires": [
+      [
+        "monster_api_dbg_zinfo"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_dbg_zinfo",
+    "type": "debug",
+    "z": "monster_api_tab",
+    "name": "Z-Info response",
+    "active": true,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "false",
+    "targetType": "full",
+    "x": 2250,
+    "y": 320,
+    "wires": []
+  },
+  {
+    "id": "monster_api_parse_output",
+    "type": "function",
+    "z": "monster_api_tab",
+    "name": "Parse output for dashboard",
+    "func": "const p=(msg&&msg.payload&&typeof msg.payload==='object')?msg.payload:{};\nconst now=Date.now();\nconst m3PerPuls=Number(p.m3PerPuls||p.m3PerPulse);\nreturn [\n  Number.isFinite(Number(p.q))?{topic:'q_m3h',payload:Number(p.q),timestamp:now}:null,\n  Number.isFinite(Number(p.m3Total))?{topic:'m3_total',payload:Number(p.m3Total),timestamp:now}:null,\n  Number.isFinite(Number(p.bucketVol))?{topic:'bucket_l',payload:Number(p.bucketVol),timestamp:now}:null,\n  Number.isFinite(m3PerPuls)?{topic:'m3_per_pulse',payload:m3PerPuls,timestamp:now}:null,\n  {topic:'status',payload:`running=${Boolean(p.running)} | pulse=${Boolean(p.pulse)} | m3PerPuls=${Number.isFinite(m3PerPuls)?m3PerPuls:'n/a'} | missed=${Number(p.missedSamples||0)}`}\n];",
+    "outputs": 5,
+    "noerr": 0,
+    "x": 1240,
+    "y": 220,
+    "wires": [
+      [
+        "monster_api_chart_q"
+      ],
+      [
+        "monster_api_chart_total"
+      ],
+      [
+        "monster_api_chart_bucket"
+      ],
+      [
+        "monster_api_chart_pulse"
+      ],
+      [
+        "monster_api_text_status"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_chart_q",
+    "type": "ui-chart",
+    "z": "monster_api_tab",
+    "group": "ui_group_monster_api_obs",
+    "name": "q",
+    "label": "Flow q (m3/h)",
+    "order": 1,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1470,
+    "y": 120,
+    "wires": []
+  },
+  {
+    "id": "monster_api_chart_total",
+    "type": "ui-chart",
+    "z": "monster_api_tab",
+    "group": "ui_group_monster_api_obs",
+    "name": "m3Total",
+    "label": "m3Total",
+    "order": 2,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1480,
+    "y": 180,
+    "wires": []
+  },
+  {
+    "id": "monster_api_chart_bucket",
+    "type": "ui-chart",
+    "z": "monster_api_tab",
+    "group": "ui_group_monster_api_obs",
+    "name": "bucket",
+    "label": "Bucket (L)",
+    "order": 3,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1480,
+    "y": 240,
+    "wires": []
+  },
+  {
+    "id": "monster_api_chart_pulse",
+    "type": "ui-chart",
+    "z": "monster_api_tab",
+    "group": "ui_group_monster_api_obs",
+    "name": "m3PerPuls",
+    "label": "m3PerPuls",
+    "order": 4,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisProperty": "payload",
+    "yAxisPropertyType": "msg",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1490,
+    "y": 300,
+    "wires": []
+  },
+  {
+    "id": "monster_api_text_status",
+    "type": "ui-text",
+    "z": "monster_api_tab",
+    "group": "ui_group_monster_api_obs",
+    "name": "status",
+    "label": "Status",
+    "order": 5,
+    "width": 12,
+    "height": 1,
+    "format": "{{msg.payload}}",
+    "layout": "row-spread",
+    "x": 1460,
+    "y": 360,
+    "wires": []
+  },
+  {
+    "id": "monster_api_dashboardapi",
+    "type": "dashboardapi",
+    "z": "monster_api_tab",
+    "name": "dashboard template",
+    "x": 1430,
+    "y": 420,
+    "wires": [
+      [
+        "monster_api_grafana_post"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_grafana_post",
+    "type": "http request",
+    "z": "monster_api_tab",
+    "name": "Grafana dashboard API",
+    "method": "POST",
+    "ret": "txt",
+    "paytoqs": "ignore",
+    "url": "https://__SET_GRAFANA_HOST__/api/dashboards/db",
+    "tls": "",
+    "persist": false,
+    "proxy": "",
+    "insecureHTTPParser": false,
+    "authType": "",
+    "senderr": false,
+    "headers": [],
+    "x": 1650,
+    "y": 420,
+    "wires": [
+      [
+        "monster_api_dbg_dashboard"
+      ]
+    ]
+  },
+  {
+    "id": "monster_api_dbg_dashboard",
+    "type": "debug",
+    "z": "monster_api_tab",
+    "name": "dashboard API response",
+    "active": false,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "false",
+    "targetType": "full",
+    "x": 1870,
+    "y": 420,
+    "wires": []
+  },
+  {
+    "id": "monster_api_dbg_influx",
+    "type": "debug",
+    "z": "monster_api_tab",
+    "name": "influx output",
+    "active": true,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "true",
+    "targetType": "full",
+    "x": 1240,
+    "y": 460,
+    "wires": []
+  },
+  {
+    "id": "monster_api_dbg_parent",
+    "type": "debug",
+    "z": "monster_api_tab",
+    "name": "parent output",
+    "active": true,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "true",
+    "targetType": "full",
+    "x": 1230,
+    "y": 500,
+    "wires": []
+  },
+  {
+    "id": "monster_api_sftp_cfg",
+    "type": "sftp",
+    "host": "__SET_AQUON_SFTP_HOST__",
+    "port": "22",
+    "username": "__SET_AQUON_SFTP_USERNAME__",
+    "password": "__SET_AQUON_SFTP_PASSWORD__",
+    "hmac": [],
+    "cipher": []
+  }
+]

examples/monster-dashboard.flow.json

@@ -0,0 +1,483 @@
+[
+  {
+    "id": "monster_tab_demo",
+    "type": "tab",
+    "label": "Monster Dashboard Demo",
+    "disabled": false,
+    "info": "Dashboard-focused example for monster output visualization"
+  },
+  {
+    "id": "ui_base_monster_demo",
+    "type": "ui-base",
+    "name": "EVOLV Demo",
+    "path": "/dashboard",
+    "appIcon": "",
+    "includeClientData": true,
+    "acceptsClientConfig": [
+      "ui-notification",
+      "ui-control"
+    ],
+    "showPathInSidebar": false,
+    "headerContent": "page",
+    "navigationStyle": "default",
+    "titleBarStyle": "default"
+  },
+  {
+    "id": "ui_theme_monster_demo",
+    "type": "ui-theme",
+    "name": "EVOLV Monster Theme",
+    "colors": {
+      "surface": "#ffffff",
+      "primary": "#4f8582",
+      "bgPage": "#efefef",
+      "groupBg": "#ffffff",
+      "groupOutline": "#d8d8d8"
+    },
+    "sizes": {
+      "density": "default",
+      "pagePadding": "14px",
+      "groupGap": "14px",
+      "groupBorderRadius": "6px",
+      "widgetGap": "12px"
+    }
+  },
+  {
+    "id": "ui_page_monster_demo",
+    "type": "ui-page",
+    "name": "Monster Demo",
+    "ui": "ui_base_monster_demo",
+    "path": "/monster-demo",
+    "icon": "science",
+    "layout": "grid",
+    "theme": "ui_theme_monster_demo",
+    "breakpoints": [
+      {
+        "name": "Default",
+        "px": "0",
+        "cols": "12"
+      }
+    ],
+    "order": 1,
+    "className": ""
+  },
+  {
+    "id": "ui_group_monster_ctrl",
+    "type": "ui-group",
+    "name": "Monster Inputs",
+    "page": "ui_page_monster_demo",
+    "width": "6",
+    "height": "1",
+    "order": 1,
+    "showTitle": true,
+    "className": ""
+  },
+  {
+    "id": "ui_group_monster_obs",
+    "type": "ui-group",
+    "name": "Monster Output",
+    "page": "ui_page_monster_demo",
+    "width": "12",
+    "height": "1",
+    "order": 2,
+    "showTitle": true,
+    "className": ""
+  },
+  {
+    "id": "monster_node_demo",
+    "type": "monster",
+    "z": "monster_tab_demo",
+    "name": "Monster Demo",
+    "samplingtime": "24",
+    "minvolume": "5",
+    "maxweight": "23",
+    "nominalFlowMin": "1000",
+    "flowMax": "6000",
+    "maxRainRef": "10",
+    "minSampleIntervalSec": "60",
+    "emptyWeightBucket": "8.3",
+    "aquon_sample_name": "112150",
+    "uuid": "",
+    "supplier": "monster",
+    "category": "monster",
+    "assetType": "sampling-cabinet",
+    "model": "monster-standard",
+    "unit": "m3/h",
+    "enableLog": false,
+    "logLevel": "error",
+    "positionVsParent": "atEquipment",
+    "positionIcon": "⊥",
+    "hasDistance": false,
+    "distance": "",
+    "x": 900,
+    "y": 260,
+    "wires": [
+      [
+        "monster_parse_output"
+      ],
+      [
+        "monster_debug_influx"
+      ],
+      [
+        "monster_debug_parent"
+      ]
+    ]
+  },
+  {
+    "id": "monster_flow_inject",
+    "type": "inject",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_ctrl",
+    "name": "Flow 1800 m3/h",
+    "props": [
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "5",
+    "crontab": "",
+    "once": true,
+    "onceDelay": "1",
+    "topic": "",
+    "payload": "1800",
+    "payloadType": "num",
+    "x": 170,
+    "y": 180,
+    "wires": [
+      [
+        "monster_build_flow"
+      ]
+    ]
+  },
+  {
+    "id": "monster_build_flow",
+    "type": "function",
+    "z": "monster_tab_demo",
+    "name": "Build input_q",
+    "func": "msg.topic = 'input_q';\nmsg.payload = { value: Number(msg.payload), unit: 'm3/h' };\nreturn Number.isFinite(msg.payload.value) ? msg : null;",
+    "outputs": 1,
+    "noerr": 0,
+    "x": 380,
+    "y": 180,
+    "wires": [
+      [
+        "monster_node_demo"
+      ]
+    ]
+  },
+  {
+    "id": "monster_start_inject",
+    "type": "inject",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_ctrl",
+    "name": "Manual Start",
+    "props": [
+      {
+        "p": "topic",
+        "vt": "str"
+      },
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "",
+    "crontab": "",
+    "once": false,
+    "onceDelay": "0.1",
+    "topic": "i_start",
+    "payload": "true",
+    "payloadType": "bool",
+    "x": 160,
+    "y": 240,
+    "wires": [
+      [
+        "monster_node_demo"
+      ]
+    ]
+  },
+  {
+    "id": "monster_rain_inject",
+    "type": "inject",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_ctrl",
+    "name": "Seed rain_data",
+    "props": [
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "",
+    "crontab": "",
+    "once": true,
+    "onceDelay": "2",
+    "topic": "",
+    "payload": "",
+    "payloadType": "date",
+    "x": 160,
+    "y": 300,
+    "wires": [
+      [
+        "monster_build_rain"
+      ]
+    ]
+  },
+  {
+    "id": "monster_build_rain",
+    "type": "function",
+    "z": "monster_tab_demo",
+    "name": "Build rain_data",
+    "func": "const now = new Date();\nconst mk = (offset, rain, prob) => {\n  const d = new Date(now.getTime() + offset * 3600 * 1000);\n  return { t: d.toISOString().slice(0, 13) + ':00', rain, prob };\n};\nconst rows = [mk(-1, 0.2, 20), mk(0, 0.8, 40), mk(1, 1.1, 60), mk(2, 0.5, 30)];\nmsg.topic = 'rain_data';\nmsg.payload = [\n  {\n    latitude: 51.71,\n    longitude: 4.81,\n    hourly: {\n      time: rows.map(r => r.t),\n      precipitation: rows.map(r => r.rain),\n      precipitation_probability: rows.map(r => r.prob)\n    }\n  }\n];\nreturn msg;",
+    "outputs": 1,
+    "noerr": 0,
+    "x": 380,
+    "y": 300,
+    "wires": [
+      [
+        "monster_node_demo"
+      ]
+    ]
+  },
+  {
+    "id": "monster_schedule_inject",
+    "type": "inject",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_ctrl",
+    "name": "Seed monsternametijden",
+    "props": [
+      {
+        "p": "payload"
+      }
+    ],
+    "repeat": "",
+    "crontab": "",
+    "once": true,
+    "onceDelay": "3",
+    "topic": "",
+    "payload": "",
+    "payloadType": "date",
+    "x": 190,
+    "y": 360,
+    "wires": [
+      [
+        "monster_build_schedule"
+      ]
+    ]
+  },
+  {
+    "id": "monster_build_schedule",
+    "type": "function",
+    "z": "monster_tab_demo",
+    "name": "Build monsternametijden",
+    "func": "const now = new Date();\nconst next = new Date(now.getTime() + 24 * 3600 * 1000);\nconst end = new Date(next.getTime() + 24 * 3600 * 1000);\nmsg.topic = 'monsternametijden';\nmsg.payload = [\n  {\n    SAMPLE_NAME: '112150',\n    DESCRIPTION: 'demo schedule',\n    SAMPLED_DATE: next.toISOString().slice(0, 19).replace('T', ' '),\n    START_DATE: next.toISOString().slice(0, 19).replace('T', ' '),\n    END_DATE: end.toISOString().slice(0, 19).replace('T', ' ')\n  }\n];\nreturn msg;",
+    "outputs": 1,
+    "noerr": 0,
+    "x": 410,
+    "y": 360,
+    "wires": [
+      [
+        "monster_node_demo"
+      ]
+    ]
+  },
+  {
+    "id": "monster_parse_output",
+    "type": "function",
+    "z": "monster_tab_demo",
+    "name": "Parse monster output",
+    "func": "const p = (msg && msg.payload && typeof msg.payload === 'object') ? msg.payload : {};\nconst now = Date.now();\nconst q = Number(p.q);\nconst total = Number(p.m3Total);\nconst bucket = Number(p.bucketVol);\nconst rem = Number(p.pulsesRemaining);\nconst m3PerPulse = Number(p.m3PerPuls || p.m3PerPulse);\nconst status = `running=${Boolean(p.running)} | pulse=${Boolean(p.pulse)} | m3PerPuls=${Number.isFinite(m3PerPulse) ? m3PerPulse : 'n/a'} | missed=${Number(p.missedSamples || 0)}`;\nreturn [\n  Number.isFinite(q) ? { topic: 'q_m3h', payload: q, timestamp: now } : null,\n  Number.isFinite(total) ? { topic: 'm3_total', payload: total, timestamp: now } : null,\n  Number.isFinite(bucket) ? { topic: 'bucket_l', payload: bucket, timestamp: now } : null,\n  Number.isFinite(rem) ? { topic: 'pulses_remaining', payload: rem, timestamp: now } : null,\n  Number.isFinite(m3PerPulse) ? { topic: 'm3_per_pulse', payload: m3PerPulse, timestamp: now } : null,\n  { topic: 'status', payload: status }\n];",
+    "outputs": 6,
+    "noerr": 0,
+    "x": 1130,
+    "y": 260,
+    "wires": [
+      [
+        "monster_chart_q"
+      ],
+      [
+        "monster_chart_m3total"
+      ],
+      [
+        "monster_chart_bucket"
+      ],
+      [
+        "monster_chart_remaining"
+      ],
+      [
+        "monster_chart_m3pulse"
+      ],
+      [
+        "monster_text_status"
+      ]
+    ]
+  },
+  {
+    "id": "monster_chart_q",
+    "type": "ui-chart",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_obs",
+    "name": "Flow q",
+    "label": "Flow q (m3/h)",
+    "order": 1,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisPropertyType": "msg",
+    "yAxisProperty": "payload",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1370,
+    "y": 120,
+    "wires": []
+  },
+  {
+    "id": "monster_chart_m3total",
+    "type": "ui-chart",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_obs",
+    "name": "m3 Total",
+    "label": "m3Total (m3)",
+    "order": 2,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisPropertyType": "msg",
+    "yAxisProperty": "payload",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1380,
+    "y": 180,
+    "wires": []
+  },
+  {
+    "id": "monster_chart_bucket",
+    "type": "ui-chart",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_obs",
+    "name": "Bucket Volume",
+    "label": "Bucket (L)",
+    "order": 3,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisPropertyType": "msg",
+    "yAxisProperty": "payload",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1380,
+    "y": 240,
+    "wires": []
+  },
+  {
+    "id": "monster_chart_remaining",
+    "type": "ui-chart",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_obs",
+    "name": "Pulses Remaining",
+    "label": "Pulses Remaining",
+    "order": 4,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisPropertyType": "msg",
+    "yAxisProperty": "payload",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1400,
+    "y": 300,
+    "wires": []
+  },
+  {
+    "id": "monster_chart_m3pulse",
+    "type": "ui-chart",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_obs",
+    "name": "m3 per pulse",
+    "label": "m3PerPuls",
+    "order": 5,
+    "width": 6,
+    "height": 4,
+    "chartType": "line",
+    "category": "topic",
+    "categoryType": "msg",
+    "xAxisType": "time",
+    "xAxisPropertyType": "timestamp",
+    "yAxisPropertyType": "msg",
+    "yAxisProperty": "payload",
+    "removeOlder": "30",
+    "removeOlderUnit": "60",
+    "showLegend": false,
+    "action": "append",
+    "x": 1390,
+    "y": 360,
+    "wires": []
+  },
+  {
+    "id": "monster_text_status",
+    "type": "ui-text",
+    "z": "monster_tab_demo",
+    "group": "ui_group_monster_obs",
+    "name": "Sampling status",
+    "label": "Status",
+    "order": 6,
+    "width": 12,
+    "height": 1,
+    "format": "{{msg.payload}}",
+    "layout": "row-spread",
+    "x": 1380,
+    "y": 420,
+    "wires": []
+  },
+  {
+    "id": "monster_debug_influx",
+    "type": "debug",
+    "z": "monster_tab_demo",
+    "name": "Influx output",
+    "active": true,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "true",
+    "targetType": "full",
+    "x": 1130,
+    "y": 320,
+    "wires": []
+  },
+  {
+    "id": "monster_debug_parent",
+    "type": "debug",
+    "z": "monster_tab_demo",
+    "name": "Parent output",
+    "active": true,
+    "tosidebar": true,
+    "console": false,
+    "tostatus": false,
+    "complete": "true",
+    "targetType": "full",
+    "x": 1130,
+    "y": 360,
+    "wires": []
+  }
+]

monster.html

@@ -1,269 +1,266 @@
-<script type="module">
+<!-- Load the dynamic menu & config endpoints -->
-    //import * as menuUtils from "/generalFunctions/helper/menuUtils.js";
+<script src="/monster/menu.js"></script>
+<script src="/monster/configData.js"></script>
 
-RED.nodes.registerType('monster', {
+<script>
+  RED.nodes.registerType("monster", {
+    category: "EVOLV",
+    color: "#4f8582",
+	        defaults: {
 
-    category: 'wbd typical',
+	          // Define default properties
-    color: '#4f8582',
+	          name: { value: "" },
 
-    defaults: {
+	          // Define specific properties
+	          samplingtime: { value: 0 },
+	          minvolume: { value: 5 },
+          maxweight: { value: 22 },
+          nominalFlowMin: { value: 0 },
+          flowMax: { value: 0 },
+          maxRainRef: { value: 10 },
+          minSampleIntervalSec: { value: 60 },
+          emptyWeightBucket: { value: 3 },
+          aquon_sample_name: { value: "" },
 
-        // Define default properties
+          //define asset properties
-        name: { value: "", required: true },
+          uuid: { value: "" },
-        enableLog: { value: false },
+          supplier: { value: "" },
-        logLevel: { value: "error" },
+          category: { value: "" },
+          assetType: { value: "" },
+          model: { value: "" },
+          unit: { value: "" },
 
-        // Define specific properties
+          //logger properties
-        samplingtime: { value: 0 },
+          enableLog: { value: false },
-        minvolume: { value: 5 },
+          logLevel: { value: "error" },
-        maxweight: { value: 22 },
-        emptyWeightBucket: { value: 3 },
-        aquon_sample_name: { value: "" },
 
-        //define asset properties
+          //physicalAspect
-        supplier: { value: "" },
+          positionVsParent: { value: "" },
-        subType: { value: "" },
+          positionIcon: { value: "" },
-        model: { value: "" },
+          hasDistance: { value: false },
-        unit: { value: "" },
+          distance: { value: 0 },
+          distanceUnit: { value: "m" },
+          distanceDescription: { value: "" }
 
     },
-
     inputs: 1,
-    outputs: 4,
+    outputs: 3,
-    inputLabels: ["Measurement Input"],
+    inputLabels: ["Input"],
-    outputLabels: ["process", "dbase", "upstreamParent", "downstreamParent"],
+    outputLabels: ["process", "dbase", "parent"],
-    icon: "font-awesome/fa-exchange",
+    icon: "font-awesome/fa-tachometer",
 
-    // Define label function
+    label: function () {
-    label: function() {
+      return (this.positionIcon || "") + " " + (this.category ? this.category.slice(0, -1) : "Monster");
-        return this.name || "Monsternamekast";
     },
 
     oneditprepare: function() {
-        const node = this;
+      // wait for the menu scripts to load
+      const waitForMenuData = () => {
+        if (window.EVOLV?.nodes?.monster?.initEditor) {
+          window.EVOLV.nodes.monster.initEditor(this);
+        } else {
+          setTimeout(waitForMenuData, 50);
+        }
+      };
+      waitForMenuData();
 
-        // Define UI html elements
+      // your existing project‐settings & asset dropdown logic can remain here
-        const elements = {
+      document.getElementById("node-input-samplingtime");
-            // Basic fields
+      document.getElementById("node-input-minvolume");
-            name: document.getElementById("node-input-name"),
+      document.getElementById("node-input-maxweight");
-            // specific fields
+      document.getElementById("node-input-nominalFlowMin");
-            samplingtime: document.getElementById("node-input-samplingtime"),
+      document.getElementById("node-input-flowMax");
-            minvolume: document.getElementById("node-input-minvolume"),
+      document.getElementById("node-input-maxRainRef");
-            maxweight: document.getElementById("node-input-maxweight"),
+      document.getElementById("node-input-minSampleIntervalSec");
-            emptyWeightBucket: document.getElementById("node-input-emptyWeightBucket"),
+      document.getElementById("node-input-emptyWeightBucket");
-            aquon_sample_name: document.getElementById("node-input-aquon_sample_name"),
+      const aquonSelect = document.getElementById("node-input-aquon_sample_name");
-            // Logging fields
-            logCheckbox: document.getElementById("node-input-enableLog"),
-            logLevelSelect: document.getElementById("node-input-logLevel"),
-            rowLogLevel: document.getElementById("row-logLevel"),
-            // Asset fields
-            supplier: document.getElementById("node-input-supplier"),
-            subType: document.getElementById("node-input-subType"),
-            model: document.getElementById("node-input-model"),
-            unit: document.getElementById("node-input-unit"),
 
-            };
+      if (aquonSelect) {
+        const menuData = window.EVOLV?.nodes?.monster?.menuData?.aquon || {};
+        const options = menuData.samples || [];
+        const specs = menuData.specs || {};
+        const defaultSpec = specs.defaults || {};
+        const specMap = specs.bySample || {};
 
-            //this needs to live somewhere and for now we add it to every node file for simplicity
+        const setReadOnly = () => {};
-            const projecSettingstURL = "http://localhost:1880/generalFunctions/settings/projectSettings.json";
 
-            try{
+        const applySpec = (spec) => {
+          const merged = {
+            samplingtime: defaultSpec.samplingtime,
+            minvolume: defaultSpec.minvolume,
+            maxweight: defaultSpec.maxweight,
+            emptyWeightBucket: defaultSpec.emptyWeightBucket,
+            ...(spec || {})
+          };
 
-                // Fetch project settings
+          const samplingTimeEl = document.getElementById("node-input-samplingtime");
-                menuUtils.fetchProjectData(projecSettingstURL)
+          const minVolumeEl = document.getElementById("node-input-minvolume");
-                .then((projectSettings) => {
+          const maxWeightEl = document.getElementById("node-input-maxweight");
+          const nominalFlowMinEl = document.getElementById("node-input-nominalFlowMin");
+          const flowMaxEl = document.getElementById("node-input-flowMax");
+          const maxRainEl = document.getElementById("node-input-maxRainRef");
+          const minSampleIntervalEl = document.getElementById("node-input-minSampleIntervalSec");
+          const emptyWeightEl = document.getElementById("node-input-emptyWeightBucket");
 
-                    //assign to node vars
+          if (samplingTimeEl && merged.samplingtime !== undefined) {
-                    node.configUrls = projectSettings.configUrls;
+            samplingTimeEl.value = merged.samplingtime;
+          }
+          if (minVolumeEl && merged.minvolume !== undefined) {
+            minVolumeEl.value = merged.minvolume;
+          }
+          if (maxWeightEl && merged.maxweight !== undefined) {
+            maxWeightEl.value = merged.maxweight;
+          }
+          if (nominalFlowMinEl && merged.nominalFlowMin !== undefined) {
+            nominalFlowMinEl.value = merged.nominalFlowMin;
+          }
+          if (flowMaxEl && merged.flowMax !== undefined) {
+            flowMaxEl.value = merged.flowMax;
+          }
+          if (maxRainEl && merged.maxRainRef !== undefined) {
+            maxRainEl.value = merged.maxRainRef;
+          }
+          if (minSampleIntervalEl && merged.minSampleIntervalSec !== undefined) {
+            minSampleIntervalEl.value = merged.minSampleIntervalSec;
+          }
+          if (emptyWeightEl && merged.emptyWeightBucket !== undefined) {
+            emptyWeightEl.value = merged.emptyWeightBucket;
+          }
 
-                    const { cloudConfigURL, localConfigURL } = menuUtils.getSpecificConfigUrl("monster",node.configUrls.cloud.taggcodeAPI);
+        };
-                    node.configUrls.cloud.config = cloudConfigURL; // first call
-                    node.configUrls.local.config = localConfigURL; // backup call
 
-                    node.locationId = projectSettings.locationId;
+        aquonSelect.innerHTML = "";
-                    node.uuid = projectSettings.uuid;
 
-                    // Gets the ID of the active workspace (Flow)
+        const emptyOption = document.createElement("option");
-                    const activeFlowId = RED.workspaces.active(); //fetches active flow id
+        emptyOption.value = "";
-                    node.processId = activeFlowId;
+        emptyOption.textContent = "Select sample...";
+        aquonSelect.appendChild(emptyOption);
 
-                    // UI elements across all nodes
+        options.forEach((option) => {
-                    menuUtils.fetchAndPopulateDropdowns(node.configUrls, elements, node); // function for all assets
+          const optionElement = document.createElement("option");
-                    menuUtils.initBasicToggles(elements);
+          optionElement.value = option.code;
+          optionElement.textContent = `${option.code} - ${option.description}`;
+          optionElement.title = option.description || option.code;
+          aquonSelect.appendChild(optionElement);
+        });
 
-                    })
+        if (this.aquon_sample_name) {
+          aquonSelect.value = this.aquon_sample_name;
+        }
 
-                }catch(e){
+        aquonSelect.addEventListener("change", () => {
-                console.log("Error fetching project settings", e);
+          const selected = aquonSelect.value;
-            }
+          if (!selected) {
+            return;
+          }
+          const selectedSpec = specMap[selected] || {};
+          applySpec(selectedSpec);
+        });
+      }
 
     },
-
     oneditsave: function() {
-        const node = this;
+      const node = this;
 
-      console.log(`------------ Saving changes to node ------------`);
+      // save asset fields
-      console.log(`${node.uuid}`);
+      if (window.EVOLV?.nodes?.monster?.assetMenu?.saveEditor) {
-
+        window.EVOLV.nodes.monster.assetMenu.saveEditor(this);
-      // Save basic properties
+      }
-      [ "name", "supplier", "subType", "model" ,"unit" ].forEach(
+      // save logger fields
-        (field) => (node[field] = document.getElementById(`node-input-${field}`).value || "")
+      if (window.EVOLV?.nodes?.monster?.loggerMenu?.saveEditor) {
-      );
+        window.EVOLV.nodes.monster.loggerMenu.saveEditor(this);
-
+      }
-      // Save numeric and boolean properties
+      // save position field
-      ["enableLog"].forEach(
+      if (window.EVOLV?.nodes?.monster?.positionMenu?.saveEditor) {
-        (field) => (node[field] = document.getElementById(`node-input-${field}`).checked)
+        window.EVOLV.nodes.monster.positionMenu.saveEditor(this);
-      );
-
-      ["samplingtime","minvolume","maxweight","emptyWeightBucket","aquon_sample_name"].forEach(
-        (field) => (node[field] = parseFloat(document.getElementById(`node-input-${field}`).value) || 0)
-      );
-
-      node.logLevel = document.getElementById("node-input-logLevel").value || "info";
-
-      // Validation checks
-      if (node.scaling && (isNaN(node.i_min) || isNaN(node.i_max))) {
-        RED.notify("Scaling enabled, but input range is incomplete!", "error");
       }
 
-      if (!node.unit) {
+      const normalizeNumber = (value) => {
-        RED.notify("Unit selection is required.", "error");
+        if (typeof value !== "string") {
-      }
+          return value;
+        }
+        return value.replace(",", ".");
+      };
 
-      if (node.subType && !node.unit) {
+      ["samplingtime", "minvolume", "maxweight", "nominalFlowMin", "flowMax", "maxRainRef", "minSampleIntervalSec", "emptyWeightBucket"].forEach((field) => {
-        RED.notify("Unit must be set when specifying a subtype.", "error");
+        const element = document.getElementById(`node-input-${field}`);
-      }
+        const rawValue = normalizeNumber(element?.value || "");
+        const value = parseFloat(rawValue) || 0;
+        console.log(`----------------> Saving ${field}: ${value}`);
+        node[field] = value;
+      });
 
-      console.log("stored node modelData", node.modelMetadata);
+      ["aquon_sample_name"].forEach((field) => {
-      console.log("------------ Changes saved to measurement node preparing to save to API ------------");
+        const element = document.getElementById(`node-input-${field}`);
-
+        const value = element?.value || "";
-      try{
+        console.log(`----------------> Saving ${field}: ${value}`);
-        // Fetch project settings
+        node[field] = value;
-        menuUtils.apiCall(node,node.configUrls)
+      });
-          .then((response) => {
-
-          //save response to node information
-          node.assetId = response.asset_id;
-          node.assetTagCode = response.asset_tag_number;
-          })
-          .catch((error) => {
-            console.log("Error during API call", error);
-          });
-      }catch(e){
-        console.log("Error saving assetID and tagnumber", e);
-      }
 
     }
-        
+  });
-});
-    
 </script>
 
-<!-- Main UI -->
+<!-- Main UI Template -->
 <script type="text/html" data-template-name="monster">
 
-<!-------------------------------------------INPUT NAME / TYPE ----------------------------------------------->
+  <!-- specific input -->
-<!-- Node Name -->
+  <h3>Sampling constraints</h3>
-<div class="form-row">
-    <label for="node-input-name"><i class="fa fa-tag"></i> Name</label>
-    <input type="text" id="node-input-name" placeholder="Measurement Name">
-  </div>
-  
-  <!-- Sampling Time -->
   <div class="form-row">
-    <label for="node-input-samplingtime"><i class="fa fa-clock-o"></i> Sampling Time (hours)</label>
+    <label for="node-input-samplingtime"><i class="fa fa-clock-o"></i> Sampling time (h)</label>
-    <input type="number" id="node-input-samplingtime" placeholder="Enter sampling time in hours" min="0" required>
+    <input type="number" id="node-input-samplingtime" style="width:60%;" />
   </div>
-  
-  <!-- Minimum Volume -->
   <div class="form-row">
-    <label for="node-input-minvolume"><i class="fa fa-tint"></i> Minimum Volume (liters)</label>
+    <label for="node-input-minvolume"><i class="fa fa-clock-o"></i> Min volume (L)</label>
-    <input type="number" id="node-input-minvolume" placeholder="Enter minimum volume in liters" min="0" required>
+    <input type="number" id="node-input-minvolume" style="width:60%;" />
   </div>
-  
-  <!-- Maximum Weight -->
   <div class="form-row">
-    <label for="node-input-maxweight"><i class="fa fa-balance-scale"></i> Maximum Weight (kg)</label>
+    <label for="node-input-maxweight"><i class="fa fa-clock-o"></i> Max weight (kg)</label>
-    <input type="number" id="node-input-maxweight" placeholder="Enter maximum weight in kg" min="0" required>
+    <input type="number" id="node-input-maxweight" style="width:60%;" />
   </div>
-  
+  <h3>Hydraulic bounds</h3>
-  <!-- Empty Bucket Weight -->
   <div class="form-row">
-    <label for="node-input-emptyWeightBucket"><i class="fa fa-bucket"></i> Empty Bucket Weight (kg)</label>
+    <label for="node-input-nominalFlowMin"><i class="fa fa-clock-o"></i> Nominal min flow (m3/h)</label>
-    <input type="number" id="node-input-emptyWeightBucket" placeholder="Enter empty bucket weight in kg" min="0" required>
+    <input type="number" id="node-input-nominalFlowMin" style="width:60%;" />
   </div>
-  
-  <!-- Aquon Sample Name -->
   <div class="form-row">
-    <label for="node-input-aquon_sample_name"><i class="fa fa-flask"></i> Aquon Sample Name</label>
+    <label for="node-input-flowMax"><i class="fa fa-clock-o"></i> Max flow (m3/h)</label>
-    <input type="text" id="node-input-aquon_sample_name" placeholder="Enter Aquon sample name">
+    <input type="number" id="node-input-flowMax" style="width:60%;" />
+  </div>
+  <h3>Rain scaling</h3>
+  <div class="form-row">
+    <label for="node-input-maxRainRef"><i class="fa fa-cloud-rain"></i> Max rain reference (mm)</label>
+    <input type="number" id="node-input-maxRainRef" style="width:60%;" />
+  </div>
+  <div class="form-row">
+    <label for="node-input-minSampleIntervalSec"><i class="fa fa-hourglass"></i> Min sample interval (s)</label>
+    <input type="number" id="node-input-minSampleIntervalSec" style="width:60%;" />
+  </div>
+  <h3>Bucket</h3>
+  <div class="form-row">
+    <label for="node-input-emptyWeightBucket"><i class="fa fa-clock-o"></i> Empty weight of bucket (kg)</label>
+    <input type="number" id="node-input-emptyWeightBucket" style="width:60%;" />
+  </div>
+  <h3>Aquon</h3>
+  <div class="form-row">
+    <label for="node-input-aquon_sample_name"><i class="fa fa-clock-o"></i> Aquon sample name</label>
+    <select id="node-input-aquon_sample_name" style="width:60%;"></select>
   </div>
 
- <!-- Optional Extended Fields: supplier, type, subType, model -->
+  <!-- Asset fields injected here -->
- <hr />
+  <div id="asset-fields-placeholder"></div>
- <div class="form-row">
-   <label for="node-input-supplier"
-     ><i class="fa fa-industry"></i> Supplier</label>
-   <select id="node-input-supplier" style="width:60%;">
-     <option value="">(optional)</option>
-   </select>
- </div>
- <div class="form-row">
-   <label for="node-input-subType"
-     ><i class="fa fa-puzzle-piece"></i> SubType</label>
-   <select id="node-input-subType" style="width:60%;">
-     <option value="">(optional)</option>
-   </select>
- </div>
- <div class="form-row">
-   <label for="node-input-model"><i class="fa fa-wrench"></i> Model</label>
-   <select id="node-input-model" style="width:60%;">
-     <option value="">(optional)</option>
-   </select>
- </div>
- <div class="form-row">
-   <label for="node-input-unit"><i class="fa fa-balance-scale"></i> Unit</label>
-   <select id="node-input-unit" style="width:60%;"></select>
- </div>
 
- <hr />
+  <!-- Logger fields injected here -->
+  <div id="logger-fields-placeholder"></div>
 
- <!-- loglevel checkbox -->
+  <!-- Position fields injected here -->
- <div class="form-row">
+  <div id="position-fields-placeholder"></div>
-   <label for="node-input-enableLog"
-     ><i class="fa fa-cog"></i> Enable Log</label>
-   <input
-     type="checkbox"
-     id="node-input-enableLog"
-     style="width:20px; vertical-align:baseline;"
-   />
-   <span>Enable logging</span>
- </div>
-
-<div class="form-row" id="row-logLevel">
- <label for="node-input-logLevel"><i class="fa fa-cog"></i> Log Level</label>
- <select id="node-input-logLevel" style="width:60%;">
-   <option value="info">Info</option>
-   <option value="debug">Debug</option>
-   <option value="warn">Warn</option>
-   <option value="error">Error</option>
- </select>
-</div>
 
 </script>
 
 <script type="text/html" data-help-name="monster">
-    <p><b>Monster Node</b>: Configures and manages monster measurement data.</p>
+  <p><b>Monster node</b>: Configure a monster asset.</p>
-    <p>Use this node to configure and manage monster measurement data. The node can be configured to handle various measurement parameters and asset properties.</p>
+  <ul>
-    <li><b>Supplier:</b> Select a supplier to populate machine options.</li>
+    <li><b>Beta note:</b> values load from specs but remain editable in the editor for testing.</li>
-    <li><b>SubType:</b> Select a subtype if applicable to further categorize the asset.</li>
+  </ul>
-    <li><b>Model:</b> Define the specific model for more granular asset configuration.</li>
-    <li><b>Unit:</b> Assign a unit to standardize measurements or operations.</li>
-    <li><b>Sampling Time:</b> Define the sampling time in hours for measurements.</li>
-    <li><b>Minimum Volume:</b> Specify the minimum volume in liters.</li>
-    <li><b>Maximum Weight:</b> Specify the maximum weight in kilograms.</li>
-    <li><b>Empty Bucket Weight:</b> Define the weight of the empty bucket in kilograms.</li>
-    <li><b>Aquon Sample Name:</b> Provide the name for the Aquon sample.</li>
-    <li><b>Enable Log:</b> Enable or disable logging for this node.</li>
-    <li><b>Log Level:</b> Select the log level (Info, Debug, Warn, Error) for logging messages.</li>
 </script>

monster.js

@@ -1,182 +1,35 @@
-module.exports = function (RED) {
+const nameOfNode = 'monster';
-  function monster(config) {
+const nodeClass   = require('./src/nodeClass.js');
+const { MenuManager, configManager } = require('generalFunctions');
 
-    // create node
+module.exports = function(RED) {
+  // 1) Register the node type and delegate to your class
+  RED.nodes.registerType(nameOfNode, function(config) {
     RED.nodes.createNode(this, config);
+    this.nodeClass = new nodeClass(config, RED, this, nameOfNode);
+  });
 
-    // call this => node so whenver you want to call a node function type node and the function behind it
+  // 2) Setup the dynamic menu & config endpoints
-    var node = this;
+  const menuMgr = new MenuManager();
+  const cfgMgr  = new configManager();
 
-    try{
+  // Serve /monster/menu.js
-    
+  RED.httpAdmin.get(`/${nameOfNode}/menu.js`, (req, res) => {
-
+    try {
-    // fetch monster object from monster.js
+      const script = menuMgr.createEndpoint(nameOfNode, ['logger', 'position', 'aquon']);
-    const Monster = require("./dependencies/monster/monster_class");
+      res.type('application/javascript').send(script);
-    const OutputUtils = require("../generalFunctions/helper/outputUtils");
+    } catch (err) {
-
+      res.status(500).send(`// Error generating menu: ${err.message}`);
-    const mConfig={
-      general: {
-        name: config.name,
-        id: node.id,
-        unit: config.unit,
-        logging:{
-          logLevel: config.logLevel,
-          enabled: config.enableLog,
-        },
-      },
-      asset: {
-        supplier: config.supplier,
-        subType: config.subType,
-        model: config.model,
-        emptyWeightBucket: config.emptyWeightBucket,
-      },
-      constraints: {
-        minVolume: config.minVolume,
-        maxWeight: config.maxWeight,
-        samplingtime: config.samplingtime,
-      },
     }
+  });
 
-    // make new monster on creation to work with.
+  // Serve /monster/configData.js
-    const m = new Monster(mConfig);
+  RED.httpAdmin.get(`/${nameOfNode}/configData.js`, (req, res) => {
-
+    try {
-    // put m on node memory as source
+      const script = cfgMgr.createEndpoint(nameOfNode);
-    node.source = m;
+      res.type('application/javascript').send(script);
-
+    } catch (err) {
-    //load output utils
+      res.status(500).send(`// Error generating configData: ${err.message}`);
-    const output = new OutputUtils();
-
-    //internal vars
-    this.interval_id = null;
-
-    //updating node state
-    function updateNodeStatus() {
-      try{
-
-          const bucketVol = m.bucketVol;
-          const maxVolume = m.maxVolume;
-          const state = m.running;
-          const mode = "AI" ; //m.mode;
-
-          let status;
-
-          switch (state) {
-            case false:
-              status = { fill: "red", shape: "dot", text: `${mode}: OFF` };
-              break;
-            case true:
-              status = { fill: "green", shape: "dot", text: `${mode}: ON => ${bucketVol} | ${maxVolume}` };
-              break;
-          }
-
-          return status;
-      } catch (error) {
-        node.error("Error in updateNodeStatus: " + error);
-        return { fill: "red", shape: "ring", text: "Status Error" };
-      }
     }
-
+  });
-    function tick(){
-      try{
-        // load status node
-        const status = updateNodeStatus();
-        // kick time based function in node
-        m.tick();
-        //show node status
-        node.status(status);
-      } catch (error) {
-        node.error("Error in tick function: " + error);
-        node.status({ fill: "red", shape: "ring", text: "Tick Error" });
-      }
-    }
-
-    // register child on first output this timeout is needed because of node - red stuff
-    setTimeout(
-      () => {
-        
-        /*---execute code on first start----*/
-        let msgs = [];
-
-        msgs[2] = { topic : "registerChild" , payload: node.id, positionVsParent: "upstream" };
-        msgs[3] = { topic : "registerChild" , payload: node.id, positionVsParent: "downstream" };
-        
-        //send msg
-        this.send(msgs);
-      }, 
-      100
-    );
-
-    //declare refresh interval internal node
-    setTimeout(
-      () => {
-        /*---execute code on first start----*/
-        this.interval_id = setInterval(function(){ tick() },1000)
-      }, 
-      1000
-    );
-  
-    node.on('input', function (msg,send,done) {
-      try{
-        switch(msg.topic) {
-          case 'registerChild':
-            const childId = msg.payload;
-            const childObj = RED.nodes.getNode(childId); 
-            m.childRegistrationUtils.registerChild(childObj.source ,msg.positionVsParent);
-            break;
-          case 'setMode':
-            m.setMode(msg.payload);
-            break;
-          case 'start':
-            m.i_start = true;
-            break;
-        }
-      } catch (error) {
-        node.error("Error in input function: " + error);
-        node.status({ fill: "red", shape: "ring", text: "Input Error" });
-      }
-
-      if(msg.topic == "i_flow"){
-        monster.q = parseFloat(msg.payload);
-      }
-    
-      if(msg.topic == "i_start"){
-        monster.i_start = true;
-      }
-
-      if(msg.topic == "model_prediction"){
-        let var1 = msg.payload.dagvoorheen;
-        let var2 = msg.payload.dagnadien;
-        monster.get_model_prediction(var1, var2);
-      }
-
-      if(msg.topic == "aquon_monsternametijden"){
-        monster.monsternametijden = msg.payload;
-      }
-
-      if(msg.topic == "rain_data"){
-        monster.rain_data = msg.payload;
-      }
-
-      //register child classes
-      if(msg.topic == "registerChild"){
-        let child = msg.payload;
-        monster.registerChild(child);
-
-      }
-
-      done();
-    });
-
-    // tidy up any async code here - shutdown connections and so on.
-    node.on('close', function() {
-      clearTimeout(this.interval_id);
-    });
-
-    } catch (error) {
-      node.error("Error in monster function: " + error);
-      node.status({ fill: "red", shape: "ring", text: "Monster Error" });
-    }
-  }
-  RED.nodes.registerType("monster", monster);
-  
 };

package.json

@@ -4,7 +4,7 @@
   "description": "Control module Monsternamekast",
   "main": "monster.js",
   "scripts": {
-    "test": "node monster.js"
+    "test": "node --test test/basic/*.test.js test/integration/*.test.js test/edge/*.test.js"
   },
   "repository": {
     "type": "git",

src/nodeClass.js

@@ -0,0 +1,284 @@
+/**
+ * node class.js
+ *
+ * Encapsulates all node logic in a reusable class. In future updates we can split this into multiple generic classes and use the config to specifiy which ones to use.
+ * This allows us to keep the Node-RED node clean and focused on wiring up the UI and event handlers.
+ */
+const { outputUtils, configManager, convert } = require('generalFunctions');
+const Specific = require("./specificClass");
+
+class nodeClass {
+  /**
+   * Create a Node.
+   * @param {object} uiConfig - Node-RED node configuration.
+   * @param {object} RED    - Node-RED runtime API.
+   */
+  constructor(uiConfig, RED, nodeInstance, nameOfNode) {
+
+    // Preserve RED reference for HTTP endpoints if needed
+    this.node = nodeInstance; // This is the Node-RED node instance, we can use this to send messages and update status
+    this.RED = RED; // This is the Node-RED runtime API, we can use this to create endpoints if needed
+    this.name = nameOfNode; // This is the name of the node, it should match the file name and the node type in Node-RED
+    this.source = null; // Will hold the specific class instance
+    this.config = null; // Will hold the merged configuration
+
+    // Load default & UI config
+    this._loadConfig(uiConfig,this.node);
+
+    // Instantiate core class
+    this._setupSpecificClass(uiConfig);
+
+    // Wire up event and lifecycle handlers
+    this._bindEvents();
+    this._registerChild();
+    this._startTickLoop();
+    this._attachInputHandler();
+    this._attachCloseHandler();
+  }
+
+  /**
+   * Load and merge default config with user-defined settings.
+   * @param {object} uiConfig - Raw config from Node-RED UI.
+   */
+  _loadConfig(uiConfig,node) {
+    const cfgMgr = new configManager();
+    this.defaultConfig = cfgMgr.getConfig(this.name);
+
+    // Merge UI config over defaults
+    this.config = {
+      general: {
+        name: uiConfig.name || uiConfig.category || this.name,
+        id: node.id, // node.id is for the child registration process
+        unit: uiConfig.unit, // add converter options later to convert to default units (need like a model that defines this which units we are going to use and then conver to those standards)
+        logging: {
+          enabled: uiConfig.enableLog,
+          logLevel: uiConfig.logLevel
+        }
+      },
+      asset: {
+        uuid: uiConfig.uuid,
+        tagCode: uiConfig.assetTagCode,
+        supplier: uiConfig.supplier,
+        category: uiConfig.category, //add later to define as the software type 
+        type: uiConfig.assetType,
+        model: uiConfig.model,
+        unit: uiConfig.unit,
+        emptyWeightBucket: Number(uiConfig.emptyWeightBucket)
+      },
+      constraints: {
+        samplingtime: Number(uiConfig.samplingtime),
+        minVolume: Number(uiConfig.minvolume),
+        maxWeight: Number(uiConfig.maxweight),
+        nominalFlowMin: Number(uiConfig.nominalFlowMin),
+        flowMax: Number(uiConfig.flowMax),
+        maxRainRef: Number(uiConfig.maxRainRef),
+        minSampleIntervalSec: Number(uiConfig.minSampleIntervalSec),
+      },
+      functionality: {
+        positionVsParent: uiConfig.positionVsParent || 'atEquipment',
+        distance: uiConfig.hasDistance ? uiConfig.distance : undefined
+      }
+    };
+
+    // Utility for formatting outputs
+    this._output = new outputUtils();
+  }
+
+  /**
+   * Instantiate the core Measurement logic and store as source.
+   */
+  _setupSpecificClass(uiConfig) {
+    const monsterConfig = this.config;
+
+    this.source = new Specific(monsterConfig);
+
+    if (uiConfig?.aquon_sample_name) {
+      this.source.aquonSampleName = uiConfig.aquon_sample_name;
+    }
+
+    //store in node 
+    this.node.source = this.source; // Store the source in the node instance for easy access
+  
+  }
+
+  /**
+   * Bind events to Node-RED status updates. Using internal emitter. --> REMOVE LATER WE NEED ONLY COMPLETE CHILDS AND THEN CHECK FOR UPDATES
+   */
+  _bindEvents() {
+
+  }
+
+  _updateNodeStatus() {
+    const m = this.source;
+try{
+          const bucketVol = m.bucketVol;
+          const maxVolume = m.maxVolume;
+          const state = m.running;
+          const mode = "AI"; //m.mode;
+          const flowMin = m.nominalFlowMin;
+          const flowMax = m.flowMax;
+
+          if (m.invalidFlowBounds) {
+            return {
+              fill: "red",
+              shape: "ring",
+              text: `Config error: nominalFlowMin (${flowMin}) >= flowMax (${flowMax})`
+            };
+          }
+
+          if (state) {
+            const levelText = `${bucketVol}/${maxVolume} L`;
+            const cooldownMs = typeof m.getSampleCooldownMs === 'function'
+              ? m.getSampleCooldownMs()
+              : 0;
+
+            if (cooldownMs > 0) {
+              const cooldownSec = Math.ceil(cooldownMs / 1000);
+              return { fill: "yellow", shape: "ring", text: `SAMPLING (${cooldownSec}s) ${levelText}` };
+            }
+
+            return { fill: "green", shape: "dot", text: `${mode}: RUNNING ${levelText}` };
+          }
+
+          return { fill: "grey", shape: "ring", text: `${mode}: IDLE` };
+      } catch (error) {
+        this.node.error("Error in updateNodeStatus: " + error);
+        return { fill: "red", shape: "ring", text: "Status Error" };
+      }
+    }
+  /**
+   * Register this node as a child upstream and downstream.
+   * Delayed to avoid Node-RED startup race conditions.
+   */
+  _registerChild() {
+    setTimeout(() => {
+      this.node.send([
+        null,
+        null,
+        { topic: 'registerChild', payload: this.config.general.id, positionVsParent: this.config?.functionality?.positionVsParent || 'atEquipment' },
+      ]);
+    }, 100);
+  }
+
+  /**
+   * Start the periodic tick loop.
+   */
+  _startTickLoop() {
+    setTimeout(() => {
+      this._tickInterval = setInterval(() => this._tick(), 1000);
+
+      // Update node status on nodered screen every second ( this is not the best way to do this, but it works for now)
+      this._statusInterval = setInterval(() => {
+        const status = this._updateNodeStatus();
+        this.node.status(status);
+      }, 1000);
+
+    }, 1000);
+  }
+
+  /**
+   * Execute a single tick: update measurement, format and send outputs.
+   */
+  _tick() {
+    this.source.tick();
+
+    const raw = this.source.getOutput();
+    const processMsg = this._output.formatMsg(raw, this.source.config, 'process');
+    const influxMsg  = this._output.formatMsg(raw, this.source.config, 'influxdb');
+
+    // Send only updated outputs on ports 0 & 1
+    this.node.send([processMsg, influxMsg]);
+  }
+
+  /**
+   * Attach the node's input handler, routing control messages to the class.
+   */
+  _attachInputHandler() {
+    this.node.on('input', (msg, send, done) => {
+     /* Update to complete event based node by putting the tick function after an input event */
+      const m = this.source;
+      try {
+        switch(msg.topic) {
+          case 'input_q': {
+            const value = Number(msg.payload?.value);
+            const unit = msg.payload?.unit;
+            if (!Number.isFinite(value) || !unit) {
+              this.node.warn('input_q payload must include numeric value and unit.');
+              break;
+            }
+            let converted = value;
+            try {
+              converted = convert(value).from(unit).to('m3/h');
+            } catch (error) {
+              this.node.warn(`input_q unit conversion failed: ${error.message}`);
+              break;
+            }
+            m.handleInput('input_q', { value: converted, unit: 'm3/h' });
+            break;
+          }
+          case 'i_start':
+          case 'monsternametijden':
+          case 'rain_data':
+            m.handleInput(msg.topic, msg.payload);
+            break;
+          case 'registerChild': {
+            const childId = msg.payload;
+            const childObj = this.RED.nodes.getNode(childId);
+            if (childObj?.source) {
+              m.childRegistrationUtils.registerChild(childObj.source, msg.positionVsParent);
+            }
+            break;
+          }
+          case 'setMode':
+            m.setMode(msg.payload);
+            break;
+          case 'execSequence': {
+            const { source, action, parameter } = msg.payload || {};
+            m.handleInput(source, action, parameter);
+            break;
+          }
+          case 'execMovement': {
+            const { source: mvSource, action: mvAction, setpoint } = msg.payload || {};
+            m.handleInput(mvSource, mvAction, Number(setpoint));
+            break;
+          }
+          case 'flowMovement': {
+            const { source: fmSource, action: fmAction, setpoint: fmSetpoint } = msg.payload || {};
+            m.handleInput(fmSource, fmAction, Number(fmSetpoint));
+            break;
+          }
+          case 'emergencystop': {
+            const { source: esSource, action: esAction } = msg.payload || {};
+            m.handleInput(esSource, esAction);
+            break;
+          }
+          case 'showWorkingCurves':
+            send({ topic : "Showing curve" , payload: m.showWorkingCurves() });
+            break;
+          case 'CoG':
+            send({ topic : "Showing CoG" , payload: m.showCoG() });
+            break;
+          default:
+            break;
+        }
+      } catch (error) {
+        this.node.error(`Error handling input (${msg?.topic}): ${error?.message || error}`);
+      } finally {
+        if (typeof done === 'function') done();
+      }
+    });
+  }
+
+  /**
+   * Clean up timers and intervals when Node-RED stops the node.
+   */
+  _attachCloseHandler() {
+    this.node.on('close', (done) => {
+      clearInterval(this._tickInterval);
+      clearInterval(this._statusInterval);
+      if (typeof done === 'function') done();
+    });
+  }
+}
+
+module.exports = nodeClass;

src/specificClass.js

@@ -0,0 +1,888 @@
+
+const EventEmitter = require('events');
+const {logger,configUtils,configManager, MeasurementContainer, predict, interpolation, childRegistrationUtils} = require('generalFunctions');
+
+class Monster{
+  /*-------------------               Construct and set vars               -------------------*/
+  constructor(config={}) {
+
+    //init
+    this.init               = false;    // keep track of init
+
+    //basic setup
+    this.emitter = new EventEmitter();  // Own EventEmitter
+    
+    this.logger = new logger(config.general.logging.enabled,config.general.logging.logLevel, config.general.name);
+    this.configManager = new configManager(); 
+    this.defaultConfig = this.configManager.getConfig('monster'); // Load default config for rotating machine ( use software type name ? )
+    this.configUtils = new configUtils(this.defaultConfig);
+    this.config = this.configUtils.initConfig(config);
+
+    // -------------------------------------- fetch dependencies --------------------------
+    //this.math = require('mathjs');
+
+    //measurements
+    this.measurements = new MeasurementContainer({
+      autoConvert: true,
+      windowSize: 50,
+      defaultUnits: {
+        flow: 'm3/h',
+        volume: 'm3'
+      }
+    }, this.logger);
+
+    //child registration
+    this.child              = {}        ; // register childs
+    this.childRegistrationUtils = new childRegistrationUtils(this);
+
+    //Specific object info
+    this.aquonSampleName    = "112100"      ;  // aquon sample name to start automatic sampling on the basis of the document
+    this.monsternametijden  = {}      ;  // json monsternametijden file?
+    this.rain_data          = {}      ;  // precipitation data
+    this.aggregatedOutput   = {}      ;  // object that does not contain momentary values but a combination of all kinds of data over a fixed period of time
+    this.sumRain            = 0       ;  // total sum of rain over time window + n hours and - n hours
+    this.avgRain            = 0       ; // total divided by number of locations to get average over total time
+    this.daysPerYear        = 0       ;  // how many days remaining for this year
+    this.lastRainUpdate     = 0       ;  // timestamp of last rain data update
+    this.rainMaxRef         = 10      ;  // mm reference for scaling linear prediction
+    this.rainStaleMs        = 2 * 60 * 60 * 1000; // 2 hours
+
+    // outputs
+    this.pulse              = false;    // output pulse to sampling machine
+    this.bucketVol          = 0;        // how full is the sample?
+    this.sumPuls            = 0;        // number of pulses so far
+    this.predFlow           = 0;        // predicted flow over sampling time in hours, expressed in m3
+    this.bucketWeight       = 0;        // actual weight of bucket
+    
+    //inputs 
+    this.q                  = 0;        // influent flow in m3/h (effective)
+    this.manualFlow         = null;     // manual flow override value in m3/h
+    this.i_start            = false     // when true, the program gets kicked off calculating what it needs to take samples
+    this.sampling_time      = config.constraints.samplingtime;       // time expressed in hours over which the sampling will run (currently 24) 
+    this.emptyWeightBucket  = config.asset.emptyWeightBucket;        // empty weight of the bucket
+    this.nominalFlowMin     = config.constraints.nominalFlowMin;     // nominal dry-day flow in m3/h
+    this.flowMax            = config.constraints.flowMax;            // max inflow in m3/h
+    this.minSampleIntervalSec = config.constraints.minSampleIntervalSec || 60; // min seconds between samples
+
+    // internal vars
+    this.temp_pulse         = 0;        // each interval pulses send out 1 and then reset
+    this.volume_pulse       = 0.05;     // define volume pulse expressed in L
+    this.minVolume          = config.constraints.minVolume;// define min volume in a sampling cabinet before a sample is declared valid expressed in L
+    this.maxVolume          = 0;        // calculated maxvolume depending on own weight
+    this.maxWeight          = config.constraints.maxWeight;// define max volume in a sampling cabinet before a sample is declared invalid expressed in L
+    this.cap_volume         = 55;       // abs max capacity of bucket (volume) in liters
+    this.targetVolume       = 0;        // volume of sampling cabinet that model aims for
+    this.minPuls            = 0;        // calculates the min pulses depending on min_vol and max_vol
+    this.maxPuls            = 0;        // calculates the max pulses depending on min_vol and max_vol
+    this.absMaxPuls         = 0;        // capacity of sampling cabinet (number of pulses)
+    this.targetPuls         = 0;        // keeps track of the desired amount of pulses (+- 50% tolerance), based on aimed volume
+    this.m3PerPuls          = 0;        // each pulse is equal to a number of m3
+    this.predM3PerSec       = 0;        // predicted flow in m3 per second
+    this.m3PerTick          = 0;        // actual measured flow in m3 per second
+    this.m3Total            = 0;        // total measured flow over sampling time in m3
+    this.running            = false;    // define if sampling is running or not
+    this.invalidFlowBounds  = false;    // whether nominalFlowMin/flowMax are invalid
+    this.lastSampleTime     = 0;        // last sample (pulse) timestamp
+    this.lastSampleWarnTime = 0;        // last warning timestamp for cooldown
+    this.missedSamples      = 0;        // count blocked samples due to cooldown
+
+    this.qLineRaw           = {};   // see example
+    this.minSeen            = {};   // keeps track of minimum ever seen so far in a time period for each hour (over totals not every value)
+    this.maxSeen            = {};   // keeps track of maximum ever seen so far in a time period for each hour (over totals not every value)
+    this.qLineRefined       = {};   // this should be the ( quantiles? ) classified in the datasets
+    this.calcTimeShiftDry   = 0;    // What is the delay after a dry period of minimum n hours
+    this.calcTimeShiftWet   = 0;
+    this.calcCapacitySewer  = 0;
+    // how much rain goes to the sewage ? -> calculate surface area of hardend / sewage.
+
+    this.minDryHours        = 0;    // what is the minimum of dry hours before we can calculate timeshift? spot this with moving average?
+    this.minWetHours        = 0;    // how long does it take to remove all the rain? 
+    this.resolution         = 0;    // Number of chunks in qLineRaw / define how big the window is to sum all values ( for now we need to take 1 hour or bigger resolutions but in the future smaller is better to see more accurate correlations)
+    this.tmpTotQ            = 0;    // keep track of sum of q within resolution window
+    
+    //old prediction factor
+    this.predFactor         = 0.7;        // define factor as multiplier for prediction
+
+    //track program start and stop
+    this.start_time         = Date.now(); // default start time
+    this.stop_time          = Date.now(); // default stop time
+    this.flowTime           = 0; //keep track in detail how much time between 2 ticks for more accurate flow measurement
+    this.timePassed         = 0; // time in seconds
+    this.timeLeft           = 0; // time in seconds
+    this.currHour           = new Date().getHours(); // on init define in which hour we are 0 - 23
+
+    if (Number.isFinite(config?.constraints?.maxRainRef)) {
+      this.rainMaxRef = config.constraints.maxRainRef;
+    }
+
+    this.init               = true;     // end of constructor
+
+    //set boundries and targets after init based on above settings
+    this.set_boundries_and_targets();
+
+
+	  }
+
+  /*-------------------               INPUT HANDLING               -------------------*/
+  handleInput(topic, payload) {
+    switch (topic) {
+      case 'i_start':
+        this.i_start = Boolean(payload);
+        break;
+      case 'monsternametijden':
+        this.updateMonsternametijden(payload);
+        break;
+      case 'rain_data':
+        this.updateRainData(payload);
+        break;
+      case 'input_q':
+        this.updateManualFlow(payload);
+        break;
+      default:
+        break;
+    }
+  }
+
+  updateMonsternametijden(value) {
+    if (!this.init || !value || Object.keys(value).length === 0) {
+      return;
+    }
+
+    if (
+      typeof value[0]?.SAMPLE_NAME !== 'undefined' &&
+      typeof value[0]?.DESCRIPTION !== 'undefined' &&
+      typeof value[0]?.SAMPLED_DATE !== 'undefined' &&
+      typeof value[0]?.START_DATE !== 'undefined' &&
+      typeof value[0]?.END_DATE !== 'undefined'
+    ) {
+      this.monsternametijden = value;
+      this.regNextDate(value);
+    }
+  }
+
+  updateRainData(value) {
+    this.rain_data = value;
+    this.lastRainUpdate = Date.now();
+
+    if (this.init && !this.running) {
+      this.updatePredRain(value);
+    }
+  }
+
+  updateBucketVol(val) {
+    this.bucketVol = val;
+    this.bucketWeight = val + this.emptyWeightBucket;
+  }
+
+  getSampleCooldownMs() {
+    if (!this.lastSampleTime) {
+      return 0;
+    }
+    const remaining = (this.minSampleIntervalSec * 1000) - (Date.now() - this.lastSampleTime);
+    return Math.max(0, remaining);
+  }
+
+  validateFlowBounds() {
+    const min = Number(this.nominalFlowMin);
+    const max = Number(this.flowMax);
+    const valid = Number.isFinite(min) && Number.isFinite(max) && min >= 0 && max > 0 && min < max;
+    this.invalidFlowBounds = !valid;
+    if (!valid) {
+      this.logger.warn(`Invalid flow bounds. nominalFlowMin=${this.nominalFlowMin}, flowMax=${this.flowMax}`);
+    }
+    return valid;
+  }
+
+  getRainIndex() {
+    if (!this.lastRainUpdate) {
+      return 0;
+    }
+    if (Date.now() - this.lastRainUpdate > this.rainStaleMs) {
+      return 0;
+    }
+    return Number.isFinite(this.avgRain) ? this.avgRain : 0;
+  }
+
+  getPredictedFlowRate() {
+    const min = Number(this.nominalFlowMin);
+    const max = Number(this.flowMax);
+    if (!Number.isFinite(min) || !Number.isFinite(max) || min < 0 || max <= 0 || min >= max) {
+      return 0;
+    }
+    const rainIndex = this.getRainIndex();
+    const scale = Math.max(0, Math.min(1, this.rainMaxRef > 0 ? rainIndex / this.rainMaxRef : 0));
+    return min + (max - min) * scale;
+  }
+
+
+  updateManualFlow(payload = {}) {
+    const value = Number(payload.value);
+    if (!Number.isFinite(value)) {
+      return;
+    }
+
+    const unit = payload.unit || 'm3/h';
+    this.manualFlow = value;
+    this.measurements
+      .type('flow')
+      .variant('manual')
+      .position('atequipment')
+      .value(value, Date.now(), unit);
+  }
+
+  handleMeasuredFlow(eventData) {
+    const value = Number(eventData?.value);
+    if (!Number.isFinite(value)) {
+      return;
+    }
+
+    const position = String(eventData.position || 'atequipment').toLowerCase();
+    const unit = eventData.unit || 'm3/h';
+    this.measurements
+      .type('flow')
+      .variant('measured')
+      .position(position)
+      .value(value, eventData.timestamp || Date.now(), unit);
+  }
+
+  getMeasuredFlow() {
+    const positions = ['upstream', 'downstream', 'atequipment'];
+    const values = [];
+
+    positions.forEach((position) => {
+      const measured = this.measurements
+        .type('flow')
+        .variant('measured')
+        .position(position)
+        .getCurrentValue();
+
+      if (Number.isFinite(measured)) {
+        values.push(measured);
+      }
+    });
+
+    if (!values.length) {
+      return null;
+    }
+
+    const sum = values.reduce((total, curr) => total + curr, 0);
+    return sum / values.length;
+  }
+
+  getManualFlow() {
+    const manual = this.measurements
+      .type('flow')
+      .variant('manual')
+      .position('atequipment')
+      .getCurrentValue();
+
+    return Number.isFinite(manual) ? manual : null;
+  }
+
+  getEffectiveFlow() {
+    const measured = this.getMeasuredFlow();
+    const manual = this.getManualFlow();
+
+    if (measured != null && manual != null) {
+      return (measured + manual) / 2;
+    }
+
+    if (measured != null) {
+      return measured;
+    }
+
+    if (manual != null) {
+      return manual;
+    }
+
+    return 0;
+  }
+
+  registerChild(child, softwareType) {
+    if (softwareType !== 'measurement' || !child?.measurements?.emitter) {
+      return;
+    }
+
+    const childType = child?.config?.asset?.type;
+    if (childType && childType !== 'flow') {
+      return;
+    }
+
+    const handler = (eventData) => this.handleMeasuredFlow(eventData);
+    child.measurements.emitter.on('flow.measured.upstream', handler);
+    child.measurements.emitter.on('flow.measured.downstream', handler);
+    child.measurements.emitter.on('flow.measured.atequipment', handler);
+  }
+
+  getOutput() {
+    const output = this.measurements.getFlattenedOutput();
+    const flowRate = Number(this.q) || 0;
+    const m3PerPulse = Number(this.m3PerPuls) || 0;
+    const pulseFraction = Number(this.temp_pulse) || 0;
+    const targetVolumeL = Number(this.targetVolume) > 0 ? this.targetVolume : 0;
+    const targetVolumeM3 = targetVolumeL > 0 ? targetVolumeL / 1000 : 0;
+    const flowToNextPulseM3 = m3PerPulse > 0 ? Math.max(0, (1 - pulseFraction) * m3PerPulse) : 0;
+    const timeToNextPulseSec = flowRate > 0 && flowToNextPulseM3 > 0
+      ? Math.round((flowToNextPulseM3 / (flowRate / 3600)) * 100) / 100
+      : 0;
+    const targetProgressPct = targetVolumeL > 0
+      ? Math.round((this.bucketVol / targetVolumeL) * 10000) / 100
+      : 0;
+    const targetDeltaL = targetVolumeL > 0
+      ? Math.round((this.bucketVol - targetVolumeL) * 100) / 100
+      : 0;
+    const targetDeltaM3 = targetVolumeL > 0
+      ? Math.round((targetDeltaL / 1000) * 10000) / 10000
+      : 0;
+
+    output.pulse = this.pulse;
+    output.running = this.running;
+    output.bucketVol = this.bucketVol;
+    output.bucketWeight = this.bucketWeight;
+    output.sumPuls = this.sumPuls;
+    output.predFlow = this.predFlow;
+    output.predM3PerSec = this.predM3PerSec;
+    output.timePassed = this.timePassed;
+    output.timeLeft = this.timeLeft;
+    output.m3Total = this.m3Total;
+    output.q = this.q;
+    output.nominalFlowMin = this.nominalFlowMin;
+    output.flowMax = this.flowMax;
+    output.invalidFlowBounds = this.invalidFlowBounds;
+    output.minSampleIntervalSec = this.minSampleIntervalSec;
+    output.missedSamples = this.missedSamples;
+    output.sampleCooldownMs = this.getSampleCooldownMs();
+    output.maxVolume = this.maxVolume;
+    output.minVolume = this.minVolume;
+    output.nextDate = this.nextDate;
+    output.daysPerYear = this.daysPerYear;
+    output.m3PerPuls = this.m3PerPuls;
+    output.m3PerPulse = this.m3PerPuls;
+    output.pulsesRemaining = Math.max(0, (this.targetPuls || 0) - (this.sumPuls || 0));
+    output.pulseFraction = pulseFraction;
+    output.flowToNextPulseM3 = flowToNextPulseM3;
+    output.timeToNextPulseSec = timeToNextPulseSec;
+    output.targetVolumeM3 = targetVolumeM3;
+    output.targetProgressPct = targetProgressPct;
+    output.targetDeltaL = targetDeltaL;
+    output.targetDeltaM3 = targetDeltaM3;
+    output.predictedRateM3h = this.getPredictedFlowRate();
+
+    return output;
+  }
+
+  /*-------------------               FUNCTIONS               -------------------*/
+
+  set_boundries_and_targets(){
+
+    // define boundries for algorithm
+    this.maxVolume = this.maxWeight - this.emptyWeightBucket ; // substract bucket weight of max volume assuming they are both on a 1 to 1 ratio 
+    this.minPuls  = Math.round(this.minVolume / this.volume_pulse); // minimum pulses we want before we have a valid sample
+    this.maxPuls  = Math.round(this.maxVolume / this.volume_pulse); // maximum pulses we can handle (otherwise sample is too heavy)
+    this.absMaxPuls =  Math.round(this.cap_volume / this.volume_pulse); // number of pulses a sample can contain before overflowing
+    // define target values
+    this.targetVolume = this.minVolume * Math.sqrt(this.maxVolume / this.minVolume); 
+    //old way
+    //this.targetVolume = Math.round( ( ( (this.maxVolume - this.minVolume) / 2 ) + this.minVolume ) * 100) / 100; // calculate middle between min and max
+    // correct target values
+    this.targetPuls = Math.round(this.targetVolume / this.volume_pulse) ; // define desired amount of pulses (in this case our prediction can deviate 50% up and 50% down without a problem)
+  }
+
+
+  updatePredRain(value){
+    //make date objects to define relative time window
+    let now = new Date(Date.now());
+    let past = new Date(Date.now());
+    let future = new Date(Date.now());
+    let totalRaw = {};
+    let totalProb = {};
+    let totalAvg = {};
+
+    //refine object with different values
+    let rain = {};
+    rain.hourly = {}; // an object with timestamps and aggreated over all locations summed precipation in mm
+    rain.hourly.time = [];
+    rain.hourly.precipationRaw = [];
+    rain.hourly.precipationProb = [];
+
+    let numberOfLocations = 0;
+
+    //Make timestamp + 24 hours
+    future.setHours(now.getHours() + 24);
+
+    //Make timestamp - 24hours
+    past.setHours(now.getHours() - 24);
+
+    //go through all locations and sum up the average precipation of each location so we have summed precipation over every hour
+    Object.entries(value).forEach(([locationKey, location],locationindex) => {
+
+      //number of locations
+      numberOfLocations++;
+
+      // make an object to keep track of the dataset we load
+      this.aggregatedOutput[locationKey] = {};
+      this.aggregatedOutput[locationKey].tag = {};
+      this.aggregatedOutput[locationKey].tag.latitude = location.latitude;
+      this.aggregatedOutput[locationKey].tag.longitude = location.longitude;
+      this.aggregatedOutput[locationKey].precipationRaw = {};
+      this.aggregatedOutput[locationKey].precipationProb = {};
+
+      
+      //loop through object for each location over all hourlys
+      Object.entries(location.hourly.time).forEach(([key, time], index) => {
+
+        this.aggregatedOutput[locationKey].precipationRaw[key] = {};
+        this.aggregatedOutput[locationKey].precipationProb[key] = {};
+
+        //convert string output to a date object
+        let checkdate = new Date(time);
+
+        //convert date to milliseconds timestamps
+        let currTimestamp = checkdate.getTime();
+        let probability = 100; //default probility unless otherwise defined
+
+        if(typeof location.hourly.precipitation_probability !== 'undefined'){
+          probability = location.hourly.precipitation_probability[key];
+          
+        }
+        
+        if(probability > 0){
+          probability /= 100;
+        }
+        
+        // only interested in dates before timeframe and after to make use of 
+        // ( currTimestamp >= now && currTimestamp < future)  || ( currTimestamp < now && currTimestamp > past )
+        if( true ){
+          
+          typeof totalRaw[currTimestamp] === 'undefined' ? totalRaw[currTimestamp] = 0 : null;
+          typeof totalProb[currTimestamp] === 'undefined' ? totalProb[currTimestamp] = 0 : null;
+
+          //placed probability into the equation
+          totalRaw[currTimestamp] += location.hourly.precipitation[key] ;
+          totalProb[currTimestamp] += ( location.hourly.precipitation[key] * probability ) ;
+
+          //keep track of all requested data 
+          this.aggregatedOutput[locationKey].precipationRaw[key]["val"] = location.hourly.precipitation[key]; // raw data from open weather data
+          this.aggregatedOutput[locationKey].precipationRaw[key]["time"] = currTimestamp;
+
+          this.aggregatedOutput[locationKey].precipationProb[key]["val"] = probability;  // probability of open weather
+          this.aggregatedOutput[locationKey].precipationProb[key]["time"] = currTimestamp;      
+
+        }
+
+        //remove dead info
+        if(Object.keys(this.aggregatedOutput[locationKey].precipationRaw[key]).length == 0 ){
+          delete this.aggregatedOutput[locationKey].precipationRaw[key];
+        };
+
+        if(Object.keys(this.aggregatedOutput[locationKey].precipationProb[key]).length == 0 ){
+          delete this.aggregatedOutput[locationKey].precipationProb[key];
+        };
+
+      });
+    });
+
+    //total sum expected over time window (just for ref now not so important anymore)
+    this.sumRain = Object.values(totalProb).reduce((sum, value) => sum + value, 0);
+    this.avgRain = this.sumRain / numberOfLocations; 
+
+    //make average over prob
+    Object.entries(totalProb).forEach(([key, sum],index) => {
+      typeof totalAvg[key] === 'undefined' ? totalAvg[key] = 0 : null;
+      totalAvg[key] = sum / numberOfLocations;
+    });
+
+    //make new prediction
+    return this.aggregatedOutput;
+  }
+
+  // for getting the day of the year (0-365)
+ getDayOfYear(ts){
+    const start = new Date(ts.getFullYear(), 0, 1);
+    const diff = ts - start;
+    const oneDay = 1000 * 60 * 60 * 24;
+    return Math.floor(diff / oneDay);
+}
+
+
+  get_model_prediction(){
+  // Linear predictor based on rain index with flow bounds.
+  const samplingHours = Number(this.sampling_time) || 0;
+  const predictedRate = this.getPredictedFlowRate();
+  const fallbackRate = this.getEffectiveFlow();
+  const flowM3PerHour = predictedRate > 0 ? predictedRate : fallbackRate;
+  const fallback = Math.max(0, flowM3PerHour * samplingHours);
+
+  this.predFlow = fallback;
+  return this.predFlow;
+}
+
+// Legacy/experimental model-based prediction (kept for reference; not used by default).
+get_model_prediction_from_rain(){
+
+  // combine 24 hourly predictions to make one daily prediction (for the next 24 hours including the current hour)
+  let inputs = [];
+  for (let predHour = 0; predHour <= 23; predHour++) {
+
+    // select 48 timestamps based on hour te be predicted
+    let now = new Date();
+    const lastHour = new Date(now.setHours(now.getHours() + predHour));
+    let timestamps = this.rain_data[0].hourly.time.map(ts => new Date(ts));
+    let timestamps_48 = timestamps.filter(ts => ts <= lastHour).slice(-48)
+
+    // for each relevant hour calculate the mean precipitation across all areas
+    let precipitation = []; 
+    for (let i = 0; i < timestamps.length; i++) { 
+      
+      if(timestamps_48.includes(timestamps[i])) {
+        
+          let values = []; 
+          for (let j = 0; j < this.rain_data.length; j++) {
+            
+            values.push(this.rain_data[j].hourly.precipitation[i]);
+          } 
+          let mean = values.reduce((sum, value) => sum + value, 0) / this.rain_data.length; 
+          precipitation.push(mean); 
+          }
+    }
+
+    // generate seasonal variables for model: hour of day, day of week, day of year (last 2 with sin cos transformation)
+    let hour = timestamps_48.map(ts => ts.getHours());
+    let weekdayJS = timestamps_48.map(ts => ts.getDay()); // Javascript weekday
+    let weekdayPY = weekdayJS.map(weekdayJS => (weekdayJS + 6) % 7); // Python weekday
+    let weekdaySin = weekdayPY.map(weekdayPY => Math.sin(2 * Math.PI * weekdayPY / 7));
+    let weekdayCos = weekdayPY.map(weekdayPY => Math.cos(2 * Math.PI * weekdayPY / 7));
+    let dayOfYear = timestamps_48.map(ts => this.getDayOfYear(ts));
+    let dayOfYearSin = dayOfYear.map(day => Math.sin(2 * Math.PI * day / 365));
+    let dayOfYearCos = dayOfYear.map(day => Math.cos(2 * Math.PI * day / 365));
+
+    // standardize variables for prediction and 'zip' them
+      const scaling = [
+    {
+      "hour mean": 11.504046716524947,
+      "weekdaySin mean": -0.00023422353487966347,
+      "weekdayCos mean": 0.0033714029956787715,
+      "dayOfYearSin mean": 0.06748893577363864,
+      "dayOfYearCos mean": -0.02137433139416939,
+      "precipitation mean": 0.0887225073082283
+    },
+    {
+      "hour scale": 6.92182769305216,
+      "weekdaySin scale": 0.7073194528907719,
+      "weekdayCos scale": 0.7068859670013796,
+      "dayOfYearSin scale": 0.701099604274817,
+      "dayOfYearCos scale": 0.7095405037003095,
+      "precipitation scale": 0.4505403578968155
+    },
+    {
+      "Flow (m3/h) mean": 1178.7800890533754
+    },
+    {
+      "Flow (m3/h) scale": 1025.3973622173557
+    }
+  ]
+  const means = scaling[0];
+  const scales = scaling[1];
+
+  let features = [hour, weekdaySin, weekdayCos, dayOfYearSin, dayOfYearCos, precipitation];
+  const names = ["hour", "weekdaySin", "weekdayCos", "dayOfYearSin", "dayOfYearCos", "precipitation"]
+
+  features = features.map((arr, i) =>
+    arr.map(value => (value - means[`${names[i]} mean`]) / scales[`${names[i]} scale`]));
+  [hour, weekdaySin, weekdayCos, dayOfYearSin, dayOfYearCos, precipitation] = features;
+
+  const zipped = this.zip(hour, weekdaySin, weekdayCos, dayOfYearSin, dayOfYearCos, precipitation);
+
+    // collect inputdata for model
+  inputs.push(zipped);
+
+  }
+  const output = this.model_loader(inputs);
+  console.log('Final output: ' + output);
+}
+  
+async model_loader(inputs){
+
+   let dailyPred = 0;
+
+    try {
+    
+    
+      // Try loading with default input shape*/
+      const path = 'nodes/generalFunctions/datasets/lstmData/tfjs_model/model.json';
+      const model = await this.modelLoader.loadModelPath(path);
+      console.log('Model loaded successfully!');
+
+      // make predictions
+      for (const input of inputs) { 
+
+        const inputTensor = tf.tensor3d([input]);
+        const predict = model.predict(inputTensor);
+        let predictValue = await predict.data();
+
+        // back-transformation because of standardization of the response variable
+        predictValue = predictValue[0] * 1024.1940942 + 1188.0105115;
+        dailyPred += predictValue;     
+      }
+      console.log('Daily prediction: ' + dailyPred);
+    } catch (error) {
+      console.error('Failed to load model:', error);
+    }
+  return dailyPred;
+}
+
+  sampling_program(){
+
+    // ------------------ Run once on conditions and start sampling
+    if( ( (this.i_start ) || ( Date.now() >= this.nextDate ) )  && !this.running ){
+
+      if (!this.validateFlowBounds()) {
+        this.running = false;
+        this.i_start = false;
+        return;
+      }
+      
+      this.running = true;
+
+      // reset persistent vars
+      this.temp_pulse   = 0;
+      this.pulse        = false;
+      this.updateBucketVol(0);
+      this.sumPuls      = 0;
+      this.m3Total      = 0;      
+      this.timePassed   = 0;      // time in seconds
+      this.timeLeft     = 0;      // time in seconds
+      this.predM3PerSec = 0;
+
+      //run prediction to ensure its value is filled
+      this.get_model_prediction();
+      
+      // define m3 per pulse for this run and round to int !
+      this.m3PerPuls = Math.round(this.predFlow / this.targetPuls);  
+      this.predM3PerSec = this.predFlow / this.sampling_time / 60 / 60; // predicted m3 per time
+
+      // define start and stop time based on calender data
+      this.start_time = Date.now();
+      this.stop_time = Date.now() + (this.sampling_time * 60 * 60 * 1000); // convert to milliseconds
+
+      //reset parameters and look for next date
+      this.regNextDate(this.monsternametijden);
+
+      // reset start
+      this.i_start = false;
+    }
+
+    // ------------------ Run for as long as sampling time is not greater than stop time
+    if(this.stop_time > Date.now()){
+
+      // define time vars 
+      this.timePassed        = Math.round( ( Date.now() - this.start_time ) / 1000);
+      this.timeLeft          = Math.round( ( this.stop_time - Date.now() ) / 1000); 
+
+      // calc temp pulse rate 
+      let update = this.m3PerTick / this.m3PerPuls;
+
+      // update values  
+      this.temp_pulse += update;
+      this.m3Total += this.m3PerTick;
+
+      // check if we need to send out a pulse (stop sending pulses if capacity is reached)
+      if(this.temp_pulse >= 1 && this.sumPuls < this.absMaxPuls){
+        const now = Date.now();
+        const cooldownMs = this.minSampleIntervalSec * 1000;
+        const blocked = this.lastSampleTime && (now - this.lastSampleTime) < cooldownMs;
+
+        if (blocked) {
+          this.missedSamples++;
+          this.pulse = false;
+          this.temp_pulse = Math.min(this.temp_pulse, 1);
+
+          if (!this.lastSampleWarnTime || (now - this.lastSampleWarnTime) > cooldownMs) {
+            this.lastSampleWarnTime = now;
+            this.logger.warn(`Sampling too fast. Cooldown active for ${Math.ceil((cooldownMs - (now - this.lastSampleTime)) / 1000)}s.`);
+          }
+        } else {
+          // reset
+          this.temp_pulse += -1;
+          // send out a pulse and add to count
+          this.pulse = true;
+          this.lastSampleTime = now;
+          // count pulses
+          this.sumPuls++;
+          // update bucket volume each pulse
+          this.updateBucketVol(Math.round(this.sumPuls * this.volume_pulse * 100) / 100);
+        }
+
+      }
+      else{
+        
+        if( this.sumPuls > this.absMaxPuls){
+
+          // find out how to reschedule sample automatically?
+        }
+
+        //update pulse when its true
+        if(this.pulse){
+          this.pulse = false; // continue but don't send out a pulse
+        }
+
+      }
+    }
+    else
+    {
+      //after setting once dont do it again
+      if(this.running){
+        // Vars can only be 0 if this is not running
+        this.m3PerPuls   = 0;
+        this.temp_pulse   = 0;
+        this.pulse        = false;
+        this.updateBucketVol(0);
+        this.sumPuls     = 0;      
+        this.timePassed   = 0;      // time in seconds
+        this.timeLeft     = 0;      // time in seconds
+        this.predFlow     = 0;
+        this.predM3PerSec = 0;
+        this.m3Total      = 0;
+        this.running      = false;  // end of sampling program (stop_time reached)
+
+      }
+    }
+  }
+
+  flowCalc(){
+    //reset timePassed
+    let timePassed = 0;
+
+    // each tick calc flowtimepassed
+    this.flowTime > 0 ? timePassed = ( Date.now() - this.flowTime) / 1000 : timePassed = 0 ; 
+
+    //conver to m3 per tick
+    this.m3PerTick = this.q / 60 / 60 * timePassed ;
+
+    // put new timestamp
+    this.flowTime = Date.now();
+
+  }
+
+  //goes through time related functions
+  tick(){
+
+    // ------------------ 1.0 Main program loop ------------------
+    this.logger.debug('Monster tick running');
+
+    //resolve effective flow in m3/h
+    this.q = this.getEffectiveFlow();
+
+    //calculate flow based on input
+    this.flowCalc();
+
+    //run sampling program
+    this.sampling_program();
+
+    //logQ for predictions / forecasts
+    this.logQoverTime();
+  }
+
+  regNextDate(monsternametijden){
+
+    let next_date = new Date(new Date().setFullYear(new Date().getFullYear() + 1));
+    let n_days_remaining = 0;
+
+    if(typeof monsternametijden !== 'undefined'){
+      // loop through lines
+      Object.entries(monsternametijden).forEach(([key, line],index) => {
+
+        //console.log(line.START_DATE);
+        //check if date is not null
+        if(line.START_DATE != "NULL"){
+          let curr_date_conv = new Date(line.START_DATE);
+          let curr_date = curr_date_conv.getTime();
+
+          //check if sample name is this sample and if date is bigger than now.
+          if(line.SAMPLE_NAME == this.aquonSampleName && curr_date > Date.now() ){
+            
+            //only keep date that is bigger than current but smaller than the ones that follow after it.
+            if(curr_date < next_date){ next_date = curr_date; }
+            
+            // check if its within this year only show those days as days remaining
+            if( new Date().getFullYear() == curr_date_conv.getFullYear() ){ n_days_remaining++; }
+          }
+        }
+
+      });
+    }
+    else{
+      //this.warning.push(3);
+    }
+
+    //store vars remaining
+    this.daysPerYear = n_days_remaining;        
+    this.nextDate = next_date;
+  }
+
+  logQoverTime(){
+
+    //store currHour in temp obj for easy ref
+    let h = this.currHour;
+
+    // define rain hour of which the correlation is the biggest this doesnt belong in this section do this afterwards
+    // let rainH = h - this.calcTimeShift ;
+    
+    // how much rain fell on rainH (define category)
+
+    // fetch current hour from actual time
+    const currentHour = new Date().getHours();
+
+    //on hour change begin log
+    if(h !== currentHour ){
+
+      //write current total to object
+      this.qLineRaw.h = this.tmpTotQ
+
+      //reset tmpTotQ 
+
+      //set this.currHour to currentHour
+    }
+
+  }
+
+  //create objects where to push arrays in to keep track of data
+  createMinMaxSeen(){
+    //check which hour it is , then make sum , after sum is complete check which hour it is
+    //loop over sampling time expressed in hours
+    for(let h = 1; h < this.sampling_time ; h++){
+      this.minSeen = {};
+    }
+  }
+
+
+} // end of class
+
+module.exports = Monster;
+
+
+const mConfig={
+  general: {
+    name: "Monster",
+    logging:{
+      logLevel: "debug",
+      enabled: true,
+    },
+  },
+  asset: {
+    emptyWeightBucket: 3,
+  },
+  constraints: {
+    minVolume: 4,
+    maxWeight: 23,
+  },
+}
+
+if (require.main === module) {
+  const monster = new Monster(mConfig);
+  (async () => {
+    const intervalId = setInterval(() => {
+      monster.tick();
+    }, 1000);
+  })();
+}

test/README.md

@@ -0,0 +1,12 @@
+# monster Test Suite Layout
+
+Required EVOLV layout:
+- basic/
+- integration/
+- edge/
+- helpers/
+
+Baseline structure tests:
+- basic/structure-module-load.basic.test.js
+- integration/structure-examples.integration.test.js
+- edge/structure-examples-node-type.edge.test.js

test/basic/constructor.basic.test.js

@@ -0,0 +1,27 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+const Monster = require('../../src/specificClass');
+const { makeMonsterConfig } = require('../helpers/factories');
+
+test('constructor initializes sampling boundaries and target values', () => {
+  const monster = new Monster(makeMonsterConfig());
+
+  assert.equal(monster.maxVolume, 20);
+  assert.equal(monster.minPuls, Math.round(monster.minVolume / monster.volume_pulse));
+  assert.equal(monster.absMaxPuls, Math.round(monster.cap_volume / monster.volume_pulse));
+  assert.ok(monster.targetPuls > 0);
+});
+
+test('output contract contains report tooling fields', () => {
+  const monster = new Monster(makeMonsterConfig());
+  const output = monster.getOutput();
+
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'm3PerPuls'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'm3PerPulse'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'm3Total'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'pulse'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'pulsesRemaining'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'targetDeltaM3'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'predictedRateM3h'));
+});

test/basic/structure-module-load.basic.test.js

@@ -0,0 +1,8 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+test('monster module load smoke', () => {
+  assert.doesNotThrow(() => {
+    require('../../monster.js');
+  });
+});

test/edge/sampling-guards.edge.test.js

@@ -0,0 +1,58 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+const Monster = require('../../src/specificClass');
+const { makeMonsterConfig, withMockedDate } = require('../helpers/factories');
+
+test('invalid flow bounds prevent sampling start', () => {
+  const monster = new Monster(
+    makeMonsterConfig({
+      constraints: {
+        samplingtime: 1,
+        minVolume: 5,
+        maxWeight: 23,
+        nominalFlowMin: 10,
+        flowMax: 5,
+        minSampleIntervalSec: 60,
+      },
+    })
+  );
+
+  monster.handleInput('i_start', true);
+  monster.sampling_program();
+
+  assert.equal(monster.invalidFlowBounds, true);
+  assert.equal(monster.running, false);
+  assert.equal(monster.i_start, false);
+});
+
+test('cooldown guard blocks pulses when flow implies oversampling', () => {
+  withMockedDate('2024-10-15T00:00:00Z', ({ advance }) => {
+    const monster = new Monster(
+      makeMonsterConfig({
+        constraints: {
+          samplingtime: 1,
+          minVolume: 5,
+          maxWeight: 23,
+          nominalFlowMin: 0,
+          flowMax: 6000,
+          maxRainRef: 10,
+          minSampleIntervalSec: 60,
+        },
+      })
+    );
+
+    monster.handleInput('input_q', { value: 200, unit: 'm3/h' });
+    monster.handleInput('i_start', true);
+
+    for (let i = 0; i < 80; i++) {
+      advance(1000);
+      monster.tick();
+    }
+
+    assert.ok(monster.sumPuls > 0);
+    assert.ok(monster.bucketVol > 0);
+    assert.ok(monster.missedSamples > 0);
+    assert.ok(monster.getSampleCooldownMs() > 0);
+  });
+});

test/edge/structure-examples-node-type.edge.test.js

@@ -0,0 +1,21 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+const fs = require('node:fs');
+const path = require('node:path');
+
+const dir = path.resolve(__dirname, '../../examples');
+const exampleFlows = [
+  'basic.flow.json',
+  'integration.flow.json',
+  'edge.flow.json',
+  'monster-dashboard.flow.json',
+  'monster-api-dashboard.flow.json'
+];
+
+test('all example flows include node type monster', () => {
+  for (const file of exampleFlows) {
+    const flow = JSON.parse(fs.readFileSync(path.join(dir, file), 'utf8'));
+    const count = flow.filter((n) => n && n.type === 'monster').length;
+    assert.equal(count >= 1, true, file + ' missing monster node');
+  }
+});

test/helpers/factories.js

@@ -0,0 +1,128 @@
+const fs = require('node:fs');
+const path = require('node:path');
+const { MeasurementContainer } = require('generalFunctions');
+
+function makeMonsterConfig(overrides = {}) {
+  return {
+    general: {
+      name: 'Monster Test',
+      logging: { enabled: false, logLevel: 'error' },
+    },
+    asset: {
+      emptyWeightBucket: 3,
+    },
+    constraints: {
+      samplingtime: 1,
+      minVolume: 5,
+      maxWeight: 23,
+      nominalFlowMin: 1000,
+      flowMax: 6000,
+      maxRainRef: 10,
+      minSampleIntervalSec: 60,
+    },
+    ...overrides,
+  };
+}
+
+function withMockedDate(iso, fn) {
+  const RealDate = Date;
+  let now = new RealDate(iso).getTime();
+
+  class MockDate extends RealDate {
+    constructor(...args) {
+      if (args.length === 0) {
+        super(now);
+      } else {
+        super(...args);
+      }
+    }
+
+    static now() {
+      return now;
+    }
+  }
+
+  global.Date = MockDate;
+  try {
+    return fn({
+      advance(ms) {
+        now += ms;
+      },
+    });
+  } finally {
+    global.Date = RealDate;
+  }
+}
+
+function parseMonsternametijdenCsv(filePath) {
+  const raw = fs.readFileSync(filePath, 'utf8').trim();
+  const lines = raw.split(/\r?\n/);
+  const header = lines.shift();
+  const columns = header.split(',');
+
+  return lines
+    .filter((line) => line && !line.startsWith('-----------'))
+    .map((line) => {
+      const parts = [];
+      let cur = '';
+      let inQ = false;
+      for (let i = 0; i < line.length; i++) {
+        const ch = line[i];
+        if (ch === '"') {
+          inQ = !inQ;
+          continue;
+        }
+        if (ch === ',' && !inQ) {
+          parts.push(cur);
+          cur = '';
+        } else {
+          cur += ch;
+        }
+      }
+      parts.push(cur);
+      const obj = {};
+      columns.forEach((col, idx) => {
+        obj[col] = parts[idx];
+      });
+      return obj;
+    });
+}
+
+function makeFlowMeasurementChild({
+  id = 'flow-child-1',
+  name = 'FlowSensor',
+  positionVsParent = 'downstream',
+  unit = 'm3/h',
+} = {}) {
+  const measurements = new MeasurementContainer({
+    autoConvert: true,
+    defaultUnits: { flow: 'm3/h' },
+  });
+
+  return {
+    config: {
+      general: { id, name, unit },
+      functionality: { positionVsParent },
+      asset: { type: 'flow', unit },
+    },
+    measurements,
+  };
+}
+
+function loadRainSeed() {
+  const rainPath = path.join(__dirname, '..', 'seed_data', 'raindataFormat.json');
+  return JSON.parse(fs.readFileSync(rainPath, 'utf8'));
+}
+
+function loadScheduleSeed() {
+  const csvPath = path.join(__dirname, '..', 'seed_data', 'monsternametijden.csv');
+  return parseMonsternametijdenCsv(csvPath);
+}
+
+module.exports = {
+  makeMonsterConfig,
+  withMockedDate,
+  makeFlowMeasurementChild,
+  loadRainSeed,
+  loadScheduleSeed,
+};

test/integration/flow-and-schedule.integration.test.js

@@ -0,0 +1,49 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+const Monster = require('../../src/specificClass');
+const {
+  makeMonsterConfig,
+  withMockedDate,
+  makeFlowMeasurementChild,
+  loadRainSeed,
+  loadScheduleSeed,
+} = require('../helpers/factories');
+
+test('effective flow uses average of measured and manual flow', () => {
+  withMockedDate('2024-10-15T00:00:00Z', ({ advance }) => {
+    const monster = new Monster(makeMonsterConfig());
+    const child = makeFlowMeasurementChild({ positionVsParent: 'downstream' });
+    monster.registerChild(child, 'measurement');
+
+    child.measurements
+      .type('flow')
+      .variant('measured')
+      .position('downstream')
+      .value(60, Date.now(), 'm3/h');
+
+    monster.handleInput('input_q', { value: 20, unit: 'm3/h' });
+    advance(1000);
+    monster.tick();
+
+    assert.equal(monster.q, 40);
+  });
+});
+
+test('rain and schedule payloads update prediction context and next date', () => {
+  withMockedDate('2024-10-15T00:00:00Z', () => {
+    const monster = new Monster(makeMonsterConfig());
+    const rain = loadRainSeed();
+    const schedule = loadScheduleSeed();
+
+    monster.aquonSampleName = '112100';
+    monster.handleInput('rain_data', rain);
+    monster.handleInput('monsternametijden', schedule);
+
+    assert.ok(monster.avgRain >= 0);
+    assert.ok(monster.sumRain >= 0);
+    const nextDate = monster.nextDate instanceof Date ? monster.nextDate.getTime() : Number(monster.nextDate);
+    assert.ok(Number.isFinite(nextDate));
+    assert.ok(nextDate > Date.now());
+  });
+});

test/integration/structure-examples.integration.test.js

@@ -0,0 +1,32 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+const fs = require('node:fs');
+const path = require('node:path');
+
+const dir = path.resolve(__dirname, '../../examples');
+const requiredFiles = [
+  'README.md',
+  'basic.flow.json',
+  'integration.flow.json',
+  'edge.flow.json',
+  'monster-dashboard.flow.json',
+  'monster-api-dashboard.flow.json'
+];
+const flowFiles = requiredFiles.filter((file) => file.endsWith('.flow.json'));
+
+function loadJson(file) {
+  return JSON.parse(fs.readFileSync(path.join(dir, file), 'utf8'));
+}
+
+test('examples package exists for monster', () => {
+  for (const file of requiredFiles) {
+    assert.equal(fs.existsSync(path.join(dir, file)), true, file + ' missing');
+  }
+});
+
+test('example flows are parseable arrays for monster', () => {
+  for (const file of flowFiles) {
+    const parsed = loadJson(file);
+    assert.equal(Array.isArray(parsed), true);
+  }
+});

test/monster.specific.test.js

@@ -0,0 +1,257 @@
+const assert = require('assert');
+const fs = require('fs');
+const path = require('path');
+
+const Monster = require('../src/specificClass');
+const { MeasurementContainer } = require('generalFunctions');
+
+function test(name, fn) {
+  try {
+    fn();
+    console.log(`ok - ${name}`);
+  } catch (err) {
+    console.error(`not ok - ${name}`);
+    console.error(err);
+    process.exitCode = 1;
+  }
+}
+
+function withMockedDate(iso, fn) {
+  const RealDate = Date;
+  let now = new RealDate(iso).getTime();
+
+  class MockDate extends RealDate {
+    constructor(...args) {
+      if (args.length === 0) {
+        super(now);
+      } else {
+        super(...args);
+      }
+    }
+
+    static now() {
+      return now;
+    }
+  }
+
+  global.Date = MockDate;
+  try {
+    return fn({
+      advance(ms) {
+        now += ms;
+      }
+    });
+  } finally {
+    global.Date = RealDate;
+  }
+}
+
+function buildConfig(overrides = {}) {
+  return {
+    general: {
+      name: 'Monster Test',
+      logging: { enabled: false, logLevel: 'error' }
+    },
+    asset: {
+      emptyWeightBucket: 3
+    },
+    constraints: {
+      samplingtime: 1,
+      minVolume: 5,
+      maxWeight: 23,
+      nominalFlowMin: 1,
+      flowMax: 10
+    },
+    ...overrides
+  };
+}
+
+function parseMonsternametijdenCsv(filePath) {
+  const raw = fs.readFileSync(filePath, 'utf8').trim();
+  const lines = raw.split(/\r?\n/);
+  const header = lines.shift();
+  const columns = header.split(',');
+
+  return lines
+    .filter((line) => line && !line.startsWith('-----------'))
+    .map((line) => {
+      const parts = [];
+      let cur = '';
+      let inQ = false;
+      for (let i = 0; i < line.length; i++) {
+        const ch = line[i];
+        if (ch === '"') {
+          inQ = !inQ;
+          continue;
+        }
+        if (ch === ',' && !inQ) {
+          parts.push(cur);
+          cur = '';
+        } else {
+          cur += ch;
+        }
+      }
+      parts.push(cur);
+      const obj = {};
+      columns.forEach((col, idx) => {
+        obj[col] = parts[idx];
+      });
+      return obj;
+    });
+}
+
+test('measured + manual flow averages into effective flow', () => {
+  withMockedDate('2024-10-15T00:00:00Z', ({ advance }) => {
+    const monster = new Monster(buildConfig());
+
+    const child = {
+      config: {
+        general: { id: 'child-1', name: 'FlowSensor' },
+        asset: { type: 'flow' }
+      },
+      measurements: new MeasurementContainer({
+        autoConvert: true,
+        defaultUnits: { flow: 'm3/h' }
+      })
+    };
+
+    monster.registerChild(child, 'measurement');
+
+    child.measurements
+      .type('flow')
+      .variant('measured')
+      .position('downstream')
+      .value(60, Date.now(), 'm3/h');
+
+    monster.handleInput('input_q', { value: 20, unit: 'm3/h' });
+
+    advance(1000);
+    monster.tick();
+
+    assert.strictEqual(monster.q, 40);
+  });
+});
+
+test('invalid flow bounds prevent sampling start', () => {
+  const monster = new Monster(buildConfig({
+    constraints: {
+      samplingtime: 1,
+      minVolume: 5,
+      maxWeight: 23,
+      nominalFlowMin: 10,
+      flowMax: 5
+    }
+  }));
+
+  monster.handleInput('i_start', true);
+  monster.sampling_program();
+
+  assert.strictEqual(monster.invalidFlowBounds, true);
+  assert.strictEqual(monster.running, false);
+  assert.strictEqual(monster.i_start, false);
+});
+
+test('flowCalc uses elapsed time to compute m3PerTick', () => {
+  withMockedDate('2024-10-15T00:00:00Z', ({ advance }) => {
+    const monster = new Monster(buildConfig());
+    monster.q = 36; // m3/h
+
+    monster.flowCalc();
+    assert.strictEqual(monster.m3PerTick, 0);
+
+    advance(10000);
+    monster.flowCalc();
+
+    const expected = 0.1; // 36 m3/h -> 0.01 m3/s over 10s
+    assert.ok(Math.abs(monster.m3PerTick - expected) < 1e-6);
+  });
+});
+
+test('prediction fallback uses nominalFlowMin * sampling_time when rain is stale', () => {
+  const monster = new Monster(buildConfig());
+  monster.nominalFlowMin = 4;
+  monster.flowMax = 10;
+  monster.rainMaxRef = 8;
+  monster.sampling_time = 24;
+  monster.lastRainUpdate = 0;
+  const pred = monster.get_model_prediction();
+  assert.strictEqual(pred, 96);
+});
+
+test('pulses increment when running with manual flow and zero nominalFlowMin', () => {
+  withMockedDate('2024-10-15T00:00:00Z', ({ advance }) => {
+    const monster = new Monster(buildConfig({
+      constraints: {
+        samplingtime: 1,
+        minVolume: 5,
+        maxWeight: 23,
+        nominalFlowMin: 0,
+        flowMax: 6000,
+        minSampleIntervalSec: 60,
+        maxRainRef: 10
+      }
+    }));
+
+    monster.handleInput('input_q', { value: 200, unit: 'm3/h' });
+    monster.handleInput('i_start', true);
+
+    for (let i = 0; i < 80; i++) {
+      advance(1000);
+      monster.tick();
+    }
+
+    assert.ok(monster.sumPuls > 0);
+    assert.ok(monster.bucketVol > 0);
+    assert.ok(monster.missedSamples > 0);
+    assert.ok(monster.getSampleCooldownMs() > 0);
+  });
+});
+
+test('rain data aggregation produces totals', () => {
+  const monster = new Monster(buildConfig());
+  const rainPath = path.join(__dirname, 'seed_data', 'raindataFormat.json');
+  const rainData = JSON.parse(fs.readFileSync(rainPath, 'utf8'));
+
+  monster.updateRainData(rainData);
+
+  assert.ok(Object.keys(monster.aggregatedOutput).length > 0);
+  assert.ok(monster.sumRain >= 0);
+  assert.ok(monster.avgRain >= 0);
+});
+
+test('monsternametijden schedule sets next date', () => {
+  withMockedDate('2024-10-15T00:00:00Z', () => {
+    const monster = new Monster(buildConfig());
+    const csvPath = path.join(__dirname, 'seed_data', 'monsternametijden.csv');
+    const rows = parseMonsternametijdenCsv(csvPath);
+
+    monster.aquonSampleName = '112100';
+    monster.updateMonsternametijden(rows);
+
+    const nextDate = monster.nextDate instanceof Date
+      ? monster.nextDate.getTime()
+      : Number(monster.nextDate);
+
+    assert.ok(Number.isFinite(nextDate));
+    assert.ok(nextDate > Date.now());
+  });
+});
+
+test('output includes pulse and flow fields', () => {
+  const monster = new Monster(buildConfig());
+  const output = monster.getOutput();
+
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'pulse'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'q'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'm3PerPuls'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'm3PerPulse'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'pulsesRemaining'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'pulseFraction'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'flowToNextPulseM3'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'timeToNextPulseSec'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'targetVolumeM3'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'targetProgressPct'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'targetDeltaL'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'targetDeltaM3'));
+  assert.ok(Object.prototype.hasOwnProperty.call(output, 'predictedRateM3h'));
+});