diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index f80c8ffa..b08055be 100644
Binary files a/.doctrees/environment.pickle and b/.doctrees/environment.pickle differ
diff --git a/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb b/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb
index 252eef4c..5f0af734 100644
--- a/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb
+++ b/.doctrees/nbsphinx/tutorial/capsul_tutorial.ipynb
@@ -53,10 +53,10 @@
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@@ -82,10 +82,10 @@
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@@ -124,10 +124,10 @@
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@@ -185,10 +185,10 @@
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@@ -226,10 +226,10 @@
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@@ -579,10 +579,10 @@
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@@ -766,10 +766,10 @@
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@@ -813,10 +813,10 @@
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@@ -841,10 +841,10 @@
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@@ -875,10 +875,10 @@
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@@ -899,10 +899,10 @@
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@@ -936,10 +936,10 @@
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@@ -1083,10 +1083,10 @@
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@@ -1157,10 +1157,10 @@
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@@ -1200,10 +1200,10 @@
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@@ -1240,10 +1240,10 @@
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@@ -1291,10 +1291,10 @@
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-     "shell.execute_reply": "2024-09-25T17:18:53.393885Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.740450Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.739986Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.767923Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.767252Z"
     }
    },
    "outputs": [
@@ -1332,10 +1332,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.396626Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.396234Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.402289Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.401725Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.770010Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.769649Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.775546Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.774910Z"
     }
    },
    "outputs": [],
@@ -1377,10 +1377,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.404427Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.404056Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.410418Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.409880Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.777488Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.777122Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.783814Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.783144Z"
     }
    },
    "outputs": [],
@@ -1413,10 +1413,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.412466Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.412097Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.418369Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.417844Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.785861Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.785518Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.791849Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.791319Z"
     }
    },
    "outputs": [
@@ -1449,10 +1449,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.420294Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.419932Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.423071Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.422454Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.793638Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.793448Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.796594Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.796067Z"
     }
    },
    "outputs": [],
@@ -1480,10 +1480,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.425348Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.424741Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.428774Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.428269Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.798575Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.798168Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.802280Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.801673Z"
     }
    },
    "outputs": [],
@@ -1507,10 +1507,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.430501Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.430322Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.438367Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.437835Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.804202Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.803900Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.811800Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.811118Z"
     }
    },
    "outputs": [],
@@ -1543,10 +1543,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.440451Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.440076Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.446133Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.445498Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.813959Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.813600Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.820106Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.819484Z"
     }
    },
    "outputs": [
@@ -1574,10 +1574,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.448177Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.447798Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.450598Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.450078Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.822098Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.821753Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.824658Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.824046Z"
     }
    },
    "outputs": [],
@@ -1594,10 +1594,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.452463Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.452127Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.455435Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.454775Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.826577Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.826205Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.829528Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.828893Z"
     }
    },
    "outputs": [],
@@ -1613,10 +1613,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.457610Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.457159Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.460315Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.459774Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.831597Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.831229Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.834509Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.833954Z"
     }
    },
    "outputs": [],
@@ -1647,10 +1647,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.462320Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.461970Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.467311Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.466662Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.836536Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.836171Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.841755Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.841226Z"
     }
    },
    "outputs": [
@@ -1676,10 +1676,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.469352Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.468968Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.472215Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.471687Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.843708Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.843250Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.846656Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.846043Z"
     }
    },
    "outputs": [],
@@ -1732,10 +1732,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.474324Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.473971Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.526830Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.526200Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.848656Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.848303Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.901636Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.900928Z"
     }
    },
    "outputs": [
@@ -1767,7 +1767,7 @@
       "somaworkflow_config_file :   <undefined>\n",
       "somaworkflow_keep_failed_workflows :   True\n",
       "somaworkflow_keep_succeeded_workflows :   False\n",
-      "somaworkflow_computing_resources_config :   <soma.controller.controller.OpenKeyController object at 0x7f376007eae0>\n",
+      "somaworkflow_computing_resources_config :   <soma.controller.controller.OpenKeyController object at 0x7f2a5db24770>\n",
       "spm_directory :   <undefined>\n",
       "spm_standalone :   <undefined>\n",
       "spm_version :   <undefined>\n",
@@ -1823,10 +1823,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.529039Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.528767Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.553082Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.552413Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.904043Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.903650Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.927816Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.927189Z"
     }
    },
    "outputs": [
@@ -1896,10 +1896,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.555564Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.555151Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.566842Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.566198Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.929842Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.929642Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.941815Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.941082Z"
     }
    },
    "outputs": [
@@ -1947,10 +1947,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.569190Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.568739Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.575624Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.575070Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.944012Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.943798Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.950544Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.949994Z"
     }
    },
    "outputs": [],
@@ -1996,10 +1996,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.577708Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.577208Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.592853Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.592196Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.952612Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.952157Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.967960Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.967419Z"
     }
    },
    "outputs": [
@@ -2007,8 +2007,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "jobs: [<soma_workflow.client_types.Job object at 0x7f3763f8cfd0>, <soma_workflow.client_types.Job object at 0x7f3763f8cc10>]\n",
-      "dependencies: {(<soma_workflow.client_types.Job object at 0x7f3763f8cc10>, <soma_workflow.client_types.Job object at 0x7f3763f8cfd0>)}\n"
+      "jobs: [<soma_workflow.client_types.Job object at 0x7f2a5c9c1eb0>, <soma_workflow.client_types.Job object at 0x7f2a5c9c1a60>]\n",
+      "dependencies: {(<soma_workflow.client_types.Job object at 0x7f2a5c9c1a60>, <soma_workflow.client_types.Job object at 0x7f2a5c9c1eb0>)}\n"
      ]
     }
    ],
@@ -2039,10 +2039,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.595382Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.594853Z",
-     "iopub.status.idle": "2024-09-25T17:18:56.670587Z",
-     "shell.execute_reply": "2024-09-25T17:18:56.669948Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.970188Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.969827Z",
+     "iopub.status.idle": "2024-09-26T10:53:19.035473Z",
+     "shell.execute_reply": "2024-09-26T10:53:19.034805Z"
     }
    },
    "outputs": [
@@ -2110,10 +2110,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:56.672860Z",
-     "iopub.status.busy": "2024-09-25T17:18:56.672520Z",
-     "iopub.status.idle": "2024-09-25T17:18:56.675734Z",
-     "shell.execute_reply": "2024-09-25T17:18:56.675136Z"
+     "iopub.execute_input": "2024-09-26T10:53:19.037788Z",
+     "iopub.status.busy": "2024-09-26T10:53:19.037379Z",
+     "iopub.status.idle": "2024-09-26T10:53:19.040669Z",
+     "shell.execute_reply": "2024-09-26T10:53:19.040090Z"
     }
    },
    "outputs": [],
@@ -2141,10 +2141,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:56.677907Z",
-     "iopub.status.busy": "2024-09-25T17:18:56.677483Z",
-     "iopub.status.idle": "2024-09-25T17:18:59.734928Z",
-     "shell.execute_reply": "2024-09-25T17:18:59.734128Z"
+     "iopub.execute_input": "2024-09-26T10:53:19.042718Z",
+     "iopub.status.busy": "2024-09-26T10:53:19.042372Z",
+     "iopub.status.idle": "2024-09-26T10:53:22.102083Z",
+     "shell.execute_reply": "2024-09-26T10:53:22.101449Z"
     }
    },
    "outputs": [
@@ -2182,10 +2182,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:59.737732Z",
-     "iopub.status.busy": "2024-09-25T17:18:59.737350Z",
-     "iopub.status.idle": "2024-09-25T17:19:02.954698Z",
-     "shell.execute_reply": "2024-09-25T17:19:02.954083Z"
+     "iopub.execute_input": "2024-09-26T10:53:22.104706Z",
+     "iopub.status.busy": "2024-09-26T10:53:22.104295Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.326926Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.326308Z"
     }
    },
    "outputs": [
@@ -2249,10 +2249,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:02.957206Z",
-     "iopub.status.busy": "2024-09-25T17:19:02.956702Z",
-     "iopub.status.idle": "2024-09-25T17:19:02.960491Z",
-     "shell.execute_reply": "2024-09-25T17:19:02.959849Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.329282Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.328915Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.332711Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.332158Z"
     }
    },
    "outputs": [
@@ -2288,10 +2288,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:02.962574Z",
-     "iopub.status.busy": "2024-09-25T17:19:02.962277Z",
-     "iopub.status.idle": "2024-09-25T17:19:02.998188Z",
-     "shell.execute_reply": "2024-09-25T17:19:02.997673Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.334636Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.334291Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.370929Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.370345Z"
     }
    },
    "outputs": [],
@@ -2336,10 +2336,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.000108Z",
-     "iopub.status.busy": "2024-09-25T17:19:02.999960Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.035477Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.034955Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.373358Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.373011Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.409544Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.408883Z"
     }
    },
    "outputs": [
@@ -2422,10 +2422,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.037561Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.037407Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.068874Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.068267Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.411485Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.411317Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.443793Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.443154Z"
     }
    },
    "outputs": [
@@ -2473,10 +2473,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.070858Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.070705Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.073513Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.073012Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.445995Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.445854Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.448583Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.448072Z"
     }
    },
    "outputs": [],
@@ -2506,10 +2506,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.075477Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.075173Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.092584Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.092096Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.450553Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.450382Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.467846Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.467337Z"
     }
    },
    "outputs": [],
@@ -2584,10 +2584,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.094457Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.094157Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.097708Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.097105Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.469757Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.469423Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.472807Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.472321Z"
     }
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    "outputs": [],
@@ -2622,10 +2622,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.099628Z",
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-     "iopub.status.idle": "2024-09-25T17:19:03.105010Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.104402Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.474623Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.474476Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.479880Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.479266Z"
     }
    },
    "outputs": [
@@ -2703,10 +2703,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.107014Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.106698Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.235262Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.234714Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.481869Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.481733Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.612415Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.611900Z"
     }
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    "outputs": [
@@ -2797,10 +2797,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.237578Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.237176Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.250102Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.249599Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.614612Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.614235Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.627086Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.626463Z"
     }
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    "outputs": [
@@ -2845,10 +2845,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.252193Z",
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-     "iopub.status.idle": "2024-09-25T17:19:03.254960Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.254457Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.629095Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.628759Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.631896Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.631423Z"
     }
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diff --git a/.doctrees/tutorial/capsul_tutorial.doctree b/.doctrees/tutorial/capsul_tutorial.doctree
index 2215fc64..0140e9a8 100644
Binary files a/.doctrees/tutorial/capsul_tutorial.doctree and b/.doctrees/tutorial/capsul_tutorial.doctree differ
diff --git a/_modules/capsul/study_config/config_modules/spm_config.html b/_modules/capsul/study_config/config_modules/spm_config.html
index 40e59835..9be35d7d 100644
--- a/_modules/capsul/study_config/config_modules/spm_config.html
+++ b/_modules/capsul/study_config/config_modules/spm_config.html
@@ -196,7 +196,9 @@ <h1>Source code for capsul.study_config.config_modules.spm_config</h1><div class
                                           <span class="s2">&quot;[use_spm, spm_+]&quot;</span><span class="p">)</span>
         <span class="c1">#  WARNING ref to self in callback</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">study_config</span><span class="o">.</span><span class="n">engine</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">module_notifiers</span><span class="p">[</span>
-            <span class="s1">&#39;capsul.engine.module.spm&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">sync_from_engine</span><span class="p">]</span></div>
+            <span class="s1">&#39;capsul.engine.module.spm&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">sync_from_engine</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">study_config</span><span class="o">.</span><span class="n">engine</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">module_notifiers</span><span class="p">[</span>
+            <span class="s1">&#39;capsul.engine.module.matlab&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">sync_from_engine</span><span class="p">]</span></div>
 
 
     <span class="k">def</span> <span class="nf">sync_from_engine</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">param</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
diff --git a/searchindex.js b/searchindex.js
index 0a6eff50..aa3f979f 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"<input>": [[22, "input"], [22, "id1"]], "<nipype>": [[22, "nipype"]], "<node>": [[22, "node"]], "<output>": [[22, "output"], [22, "id2"]], "<set>": [[22, "set"]], "<step>": [[22, "step"]], "API": [[22, "api"]], "ActivationInspector": [[10, "activationinspector"]], "ActivationInspectorApp": [[10, "activationinspectorapp"]], "Advanced usage": [[21, "advanced-usage"]], "Application": [[9, "application"]], "Association between a Python function and an XML string": [[22, "association-between-a-python-function-and-an-xml-string"]], "AttributedProcessWidget": [[10, "attributedprocesswidget"]], "AttributesConfig": [[12, "attributesconfig"]], "AttributesFactory": [[1, "attributesfactory"]], "AttributesSchema": [[1, "attributesschema"]], "BoardWidget": [[10, "boardwidget"]], "BrainVISAConfig": [[12, "brainvisaconfig"]], "BuiltinProcessCompletionEngineFactory": [[1, "builtinprocesscompletionenginefactory"]], "CAPSUL": [[16, null]], "CAPSUL installation": [[17, null]], "CAPSUL programming API documentation": [[4, null]], "CAPSUL status": [[18, null]], "CAPSUL: chain algorithms in pipelines": [[19, null]], "CapsulEngine": [[2, "capsulengine"]], "CapsulLinkDebuggerView": [[10, "capsullinkdebuggerview"]], "CapsulResultEncoder": [[12, "capsulresultencoder"]], "Classes": [[0, "classes"], [1, "classes"], [1, "id1"], [1, "id2"], [1, "id3"], [1, "id4"], [1, "id12"], [2, "classes"], [2, "id2"], [4, "classes"], [4, "id3"], [6, "classes"], [6, "id1"], [6, "id2"], [6, "id15"], [6, "id17"], [8, "classes"], [8, "id1"], [8, "id3"], [9, "classes"], [9, "id2"], [10, "classes"], [10, "id1"], [10, "id2"], [10, "id3"], [10, "id4"], [10, "id25"], [10, "id26"], [10, "id27"], [12, "classes"], [12, "id5"], [12, "id14"], [12, "id15"], [12, "id16"], [12, "id17"], [12, "id18"], [12, "id19"], [12, "id20"], [12, "id21"], [12, "id22"], [12, "id28"], [13, "classes"], [13, "id1"]], "Classes inheritance diagram": [[4, "classes-inheritance-diagram"]], "Classes:": [[4, "id1"]], "ColorType": [[10, "colortype"]], "Commands": [[11, "commands"]], "Complete modules list": [[4, "complete-modules-list"]], "Completion model": [[20, "completion-model"]], "Configuration Modules:": [[4, "configuration-modules"]], "Configuration and execution": [[4, "configuration-and-execution"]], "ConstructedPipeline": [[6, "constructedpipeline"]], "CrossValidationFoldNode": [[6, "crossvalidationfoldnode"]], "Declaring attributes sets": [[20, "declaring-attributes-sets"]], "Declaring process and parameters attributes": [[20, "declaring-process-and-parameters-attributes"]], "Decorator": [[8, "decorator"]], "Defining FOMs": [[20, "defining-foms"]], "Defining a custom completion system": [[20, "defining-a-custom-completion-system"]], "Documentation contents": [[16, "documentation-contents"]], "Documentation of the CAPSUL tools": [[15, null]], "Documenting CAPSUL processes and pipelines with Sphinx": [[21, "documenting-capsul-processes-and-pipelines-with-sphinx"]], "EditableAttributes": [[1, "editableattributes"]], "EmbeddedSubPipelineItem": [[10, "embeddedsubpipelineitem"]], "EmittingStream": [[9, "emittingstream"]], "Entering parameters": [[19, "Entering-parameters"]], "FOM definition": [[19, "FOM-definition"]], "FSLConfig": [[12, "fslconfig"]], "File Organization Model (FOM)": [[20, "file-organization-model-fom"]], "FileCopyProcess": [[8, "filecopyprocess"]], "FomConfig": [[2, "fomconfig"], [12, "fomconfig"]], "FomPathCompletionEngine": [[1, "fompathcompletionengine"]], "FomProcessCompletionEngine": [[1, "fomprocesscompletionengine"]], "FomProcessCompletionEngineIteration": [[1, "fomprocesscompletionengineiteration"]], "FreeSurferConfig": [[12, "freesurferconfig"]], "Functions": [[0, "functions"], [1, "functions"], [2, "functions"], [4, "functions"], [6, "functions"], [6, "id14"], [6, "id16"], [6, "id26"], [8, "functions"], [8, "id2"], [8, "id4"], [9, "functions"], [9, "id1"], [12, "functions"], [12, "id1"], [12, "id3"], [12, "id4"], [12, "id6"], [13, "functions"], [13, "id3"], [14, "functions"], [14, "module-capsul.utils.version_utils"]], "Functions:": [[4, "id2"]], "GUI": [[4, "gui"]], "GraphNode": [[6, "graphnode"]], "Graphical interface": [[20, "graphical-interface"]], "Graphical pipeline debugging tools": [[4, "graphical-pipeline-debugging-tools"]], "HandleItem": [[10, "handleitem"]], "Install system-wide": [[17, "install-system-wide"]], "Install user-wide": [[17, "install-user-wide"]], "Install with virtualenv": [[17, "install-with-virtualenv"]], "Installing with BrainVISA": [[17, "installing-with-brainvisa"]], "Installing without BrainVISA": [[17, "installing-without-brainvisa"]], "InteractiveProcess": [[8, "interactiveprocess"]], "Iterating processing over multiple data": [[20, "iterating-processing-over-multiple-data"]], "Iteration over a process or pipeline": [[19, "Iteration-over-a-process-or-pipeline"]], "LeaveOneOutNode": [[6, "leaveoneoutnode"]], "License": [[16, "license"]], "Link": [[10, "link"]], "Links and exportations": [[19, "Links-and-exportations"]], "Main classes and functions": [[4, "main-classes-and-functions"]], "Main features": [[16, "main-features"]], "Main module": [[2, "module-capsul.engine"]], "MapNode": [[6, "mapnode"]], "MatlabConfig": [[12, "matlabconfig"]], "MemorizedProcess": [[12, "memorizedprocess"]], "Memory": [[12, "memory"]], "MyQUiLoader": [[9, "myquiloader"]], "NipypeConfig": [[12, "nipypeconfig"]], "NipypeProcess": [[8, "nipypeprocess"]], "Node": [[6, "node"]], "Node Types": [[4, "node-types"]], "NodeGWidget": [[10, "nodegwidget"]], "Now Cleanup the files we have created\u2026": [[19, "Now-Cleanup-the-files-we-have-created..."]], "OptionalOutputSwitch": [[6, "optionaloutputswitch"]], "Parameter types": [[22, "parameter-types"]], "Parameters completion": [[20, null]], "Path building from attributes": [[20, "path-building-from-attributes"]], "PathCompletionEngine": [[1, "pathcompletionengine"]], "PathCompletionEngineFactory": [[1, "pathcompletionenginefactory"]], "Pipeline": [[6, "pipeline"]], "Pipeline Definition": [[4, "pipeline-definition"]], "Pipeline example": [[22, "pipeline-example"]], "PipelineConstructor": [[6, "pipelineconstructor"]], "PipelineDeveloperView": [[10, "pipelinedeveloperview"]], "PipelineFileWarningWidget": [[10, "pipelinefilewarningwidget"]], "PipelineNode": [[6, "pipelinenode"]], "PipelineScene": [[10, "pipelinescene"]], "PipelineUserView": [[10, "pipelineuserview"]], "Pipelines": [[22, "pipelines"]], "Plug": [[4, "plug"], [6, "plug"], [10, "plug"]], "Popen": [[13, "popen"], [13, "id2"]], "Prerequisite": [[17, "prerequisite"]], "Process": [[8, "process"]], "Process roles": [[22, "process-roles"]], "ProcessAttributes": [[1, "processattributes"]], "ProcessCompletionEngine": [[1, "processcompletionengine"]], "ProcessCompletionEngineFactory": [[1, "processcompletionenginefactory"]], "ProcessCompletionEngineIteration": [[1, "processcompletionengineiteration"]], "ProcessIteration": [[6, "processiteration"]], "ProcessMeta": [[8, "processmeta"]], "ProcessNode": [[6, "processnode"]], "ProcessParamError": [[8, "processparamerror"]], "ProcessResult": [[8, "processresult"]], "Processes": [[22, "processes"]], "Processes examples": [[22, "processes-examples"]], "Putting things together": [[20, "putting-things-together"]], "ReduceNode": [[6, "reducenode"]], "ResourceController": [[12, "resourcecontroller"]], "Running Capsul": [[21, "running-capsul"]], "Running as commandline": [[21, "running-as-commandline"]], "Running external software": [[4, "running-external-software"]], "SPMConfig": [[12, "spmconfig"]], "SmartCachingConfig": [[12, "smartcachingconfig"]], "SomaWorkflowConfig": [[12, "somaworkflowconfig"]], "StrCatNode": [[6, "strcatnode"]], "StrConvNode": [[6, "strconvnode"]], "Study Configuration:": [[4, "study-configuration"]], "StudyConfig": [[12, "studyconfig"]], "StudyConfigModule": [[12, "studyconfigmodule"]], "Switch": [[6, "switch"]], "SwitchCompletionEngine": [[1, "switchcompletionengine"]], "Switches": [[19, "Switches"]], "Table of content": [[22, "table-of-content"]], "Technical features": [[16, "technical-features"]], "The <doc> element": [[22, "the-doc-element"]], "The <gui> element": [[22, "the-gui-element"]], "The <link> element": [[22, "the-link-element"]], "The <optional_output_switch> element": [[22, "the-optional-output-switch-element"]], "The <pipeline_steps> element": [[22, "the-pipeline-steps-element"]], "The <process> element": [[22, "the-process-element"]], "The <processes_selection> element": [[22, "the-processes-selection-element"]], "The <switch> element": [[22, "the-switch-element"]], "Tutorial": [[21, "tutorial"]], "UnMemorizedProcess": [[12, "unmemorizedprocess"]], "User Guide": [[21, null]], "Using FOMs": [[20, "using-foms"]], "Using completion": [[20, "using-completion"]], "Using the Python API": [[19, "Using-the-Python-API"]], "ViewerWidget": [[10, "viewerwidget"]], "Workflow conversion": [[4, "workflow-conversion"]], "XML 2.0 specification": [[22, null]], "XML Specifications": [[21, "xml-specifications"]], "XML validation": [[22, "xml-validation"]], "XMLProcess": [[8, "xmlprocess"]], "activate_configuration()": [[2, "activate-configuration"]], "add_tree_nodes()": [[9, "add-tree-nodes"]], "attributes": [[2, "module-capsul.engine.module.attributes"]], "auto_configuration()": [[13, "auto-configuration"], [13, "id5"]], "axon": [[2, "module-capsul.engine.module.axon"]], "boxItem": [[10, "boxitem"]], "call()": [[13, "call"], [13, "id6"]], "capsul.api module": [[0, null]], "capsul.attributes module": [[1, null]], "capsul.attributes.attributes_factory submodule": [[1, "module-capsul.attributes.attributes_factory"]], "capsul.attributes.attributes_schema submodule": [[1, "module-capsul.attributes.attributes_schema"]], "capsul.attributes.completion_engine submodule": [[1, "module-capsul.attributes.completion_engine"]], "capsul.attributes.completion_engine_factory submodule": [[1, "module-capsul.attributes.completion_engine_factory"]], "capsul.attributes.completion_engine_iteration submodule": [[1, "module-capsul.attributes.completion_engine_iteration"]], "capsul.attributes.fom_completion_engine submodule": [[1, "module-capsul.attributes.fom_completion_engine"]], "capsul.attributes: Attributes and processes completion": [[4, "capsul-attributes-attributes-and-processes-completion"]], "capsul.engine module": [[2, null]], "capsul.engine.database submodule": [[2, "module-capsul.engine.database"]], "capsul.engine.database_json submodule": [[2, "module-capsul.engine.database_json"]], "capsul.engine.database_populse submodule": [[2, "module-capsul.engine.database_populse"]], "capsul.engine.module submodule": [[2, "module-capsul.engine.module"]], "capsul.engine.run submodule": [[2, "module-capsul.engine.run"]], "capsul.engine.settings submodule": [[2, "module-capsul.engine.settings"]], "capsul.engine: Configuration and execution": [[4, "capsul-engine-configuration-and-execution"]], "capsul.in_context": [[4, "capsul-in-context"]], "capsul.in_context module": [[3, null]], "capsul.in_context.fsl submodule": [[3, "module-capsul.in_context.fsl"]], "capsul.in_context.spm submodule": [[3, "module-capsul.in_context.spm"]], "capsul.pipeline module": [[6, null]], "capsul.pipeline.custom_nodes submodule": [[6, "module-capsul.pipeline.custom_nodes"]], "capsul.pipeline.custom_nodes.cv_node": [[6, "module-capsul.pipeline.custom_nodes.cv_node"]], "capsul.pipeline.custom_nodes.loo_node": [[6, "module-capsul.pipeline.custom_nodes.loo_node"]], "capsul.pipeline.custom_nodes.map_node": [[6, "module-capsul.pipeline.custom_nodes.map_node"]], "capsul.pipeline.custom_nodes.reduce_node": [[6, "module-capsul.pipeline.custom_nodes.reduce_node"]], "capsul.pipeline.custom_nodes.strcat_node": [[6, "module-capsul.pipeline.custom_nodes.strcat_node"]], "capsul.pipeline.custom_nodes.strconv": [[6, "module-capsul.pipeline.custom_nodes.strconv"]], "capsul.pipeline.pipeline submodule": [[6, "module-capsul.pipeline.pipeline"]], "capsul.pipeline.pipeline_construction submodule": [[6, "module-capsul.pipeline.pipeline_construction"]], "capsul.pipeline.pipeline_nodes submodule": [[6, "module-capsul.pipeline.pipeline_nodes"]], "capsul.pipeline.pipeline_tools submodule": [[6, "module-capsul.pipeline.pipeline_tools"]], "capsul.pipeline.pipeline_workflow submodule": [[6, "module-capsul.pipeline.pipeline_workflow"]], "capsul.pipeline.process_iteration submodule": [[6, "module-capsul.pipeline.process_iteration"]], "capsul.pipeline.python_export submodule": [[6, "module-capsul.pipeline.python_export"]], "capsul.pipeline.topological_sort submodule": [[6, "module-capsul.pipeline.topological_sort"]], "capsul.pipeline.xml submodule": [[6, "module-capsul.pipeline.xml"]], "capsul.pipeline: Pipeline": [[4, "capsul-pipeline-pipeline"]], "capsul.plugins module": [[7, null]], "capsul.process": [[8, null]], "capsul.process.nipype_process submodule": 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\ No newline at end of file
diff --git a/tutorial/capsul_tutorial.html b/tutorial/capsul_tutorial.html
index 6cbb8c1e..6a222781 100644
--- a/tutorial/capsul_tutorial.html
+++ b/tutorial/capsul_tutorial.html
@@ -1137,7 +1137,7 @@ <h1><p>StudyConfig</p>
 somaworkflow_config_file :   &lt;undefined&gt;
 somaworkflow_keep_failed_workflows :   True
 somaworkflow_keep_succeeded_workflows :   False
-somaworkflow_computing_resources_config :   &lt;soma.controller.controller.OpenKeyController object at 0x7f376007eae0&gt;
+somaworkflow_computing_resources_config :   &lt;soma.controller.controller.OpenKeyController object at 0x7f2a5db24770&gt;
 spm_directory :   &lt;undefined&gt;
 spm_standalone :   &lt;undefined&gt;
 spm_version :   &lt;undefined&gt;
@@ -1296,8 +1296,8 @@ <h1><p>Distributed execution using Soma-Workflow</p>
 </div>
 <div class="output_area docutils container">
 <div class="highlight"><pre>
-jobs: [&lt;soma_workflow.client_types.Job object at 0x7f3763f8cfd0&gt;, &lt;soma_workflow.client_types.Job object at 0x7f3763f8cc10&gt;]
-dependencies: {(&lt;soma_workflow.client_types.Job object at 0x7f3763f8cc10&gt;, &lt;soma_workflow.client_types.Job object at 0x7f3763f8cfd0&gt;)}
+jobs: [&lt;soma_workflow.client_types.Job object at 0x7f2a5c9c1eb0&gt;, &lt;soma_workflow.client_types.Job object at 0x7f2a5c9c1a60&gt;]
+dependencies: {(&lt;soma_workflow.client_types.Job object at 0x7f2a5c9c1a60&gt;, &lt;soma_workflow.client_types.Job object at 0x7f2a5c9c1eb0&gt;)}
 </pre></div></div>
 </div>
 <p>The workwlow can be saved and reloaded in soma_workflow_gui, or used in a soma-workflow controller:</p>
diff --git a/tutorial/capsul_tutorial.ipynb b/tutorial/capsul_tutorial.ipynb
index 252eef4c..5f0af734 100644
--- a/tutorial/capsul_tutorial.ipynb
+++ b/tutorial/capsul_tutorial.ipynb
@@ -53,10 +53,10 @@
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     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:52.879901Z",
-     "iopub.status.busy": "2024-09-25T17:18:52.879702Z",
-     "iopub.status.idle": "2024-09-25T17:18:52.887886Z",
-     "shell.execute_reply": "2024-09-25T17:18:52.887254Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.245952Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.245749Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.254029Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.253511Z"
     }
    },
    "outputs": [],
@@ -82,10 +82,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:52.890070Z",
-     "iopub.status.busy": "2024-09-25T17:18:52.889672Z",
-     "iopub.status.idle": "2024-09-25T17:18:52.893865Z",
-     "shell.execute_reply": "2024-09-25T17:18:52.893204Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.256091Z",
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+     "iopub.status.idle": "2024-09-26T10:53:15.259884Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.259196Z"
     }
    },
    "outputs": [
@@ -124,10 +124,10 @@
     "deletable": true,
     "editable": true,
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-     "iopub.execute_input": "2024-09-25T17:18:52.931707Z",
-     "iopub.status.busy": "2024-09-25T17:18:52.931441Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.163567Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.162857Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.296015Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.295756Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.529110Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.528503Z"
     }
    },
    "outputs": [
@@ -185,10 +185,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.165582Z",
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-     "iopub.status.idle": "2024-09-25T17:18:53.169841Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.169299Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.531084Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.530840Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.535055Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.534554Z"
     }
    },
    "outputs": [],
@@ -226,10 +226,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.171799Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.171605Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.174988Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.174452Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.536966Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.536774Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.540355Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.539727Z"
     }
    },
    "outputs": [],
@@ -268,10 +268,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.176759Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.176568Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.180061Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.179502Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.542576Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.542209Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.545805Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.545158Z"
     }
    },
    "outputs": [],
@@ -299,10 +299,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.181794Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.181606Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.186179Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.185530Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.547917Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.547565Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.552085Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.551454Z"
     }
    },
    "outputs": [
@@ -340,10 +340,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
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-     "iopub.status.busy": "2024-09-25T17:18:53.187998Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.192509Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.191972Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.554092Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.553752Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.558294Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.557727Z"
     }
    },
    "outputs": [],
@@ -386,10 +386,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.194339Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.194129Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.201039Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.200380Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.560061Z",
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+     "shell.execute_reply": "2024-09-26T10:53:15.566208Z"
     }
    },
    "outputs": [],
@@ -425,10 +425,10 @@
     "deletable": true,
     "editable": true,
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-     "iopub.execute_input": "2024-09-25T17:18:53.203065Z",
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-     "iopub.status.idle": "2024-09-25T17:18:53.206819Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.206300Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.568535Z",
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+     "iopub.status.idle": "2024-09-26T10:53:15.572762Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.572209Z"
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    },
    "outputs": [],
@@ -478,10 +478,10 @@
     "deletable": true,
     "editable": true,
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-     "shell.execute_reply": "2024-09-25T17:18:53.211558Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.574747Z",
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+     "shell.execute_reply": "2024-09-26T10:53:15.577317Z"
     }
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    "outputs": [],
@@ -517,10 +517,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.214060Z",
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-     "shell.execute_reply": "2024-09-25T17:18:53.217002Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.579589Z",
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+     "iopub.status.idle": "2024-09-26T10:53:15.583242Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.582542Z"
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    },
    "outputs": [],
@@ -545,10 +545,10 @@
     "deletable": true,
     "editable": true,
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-     "shell.execute_reply": "2024-09-25T17:18:53.224411Z"
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+     "shell.execute_reply": "2024-09-26T10:53:15.590665Z"
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    "outputs": [],
@@ -579,10 +579,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
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-     "shell.execute_reply": "2024-09-25T17:18:53.237290Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.593190Z",
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    "outputs": [
@@ -621,10 +621,10 @@
     "deletable": true,
     "editable": true,
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-     "shell.execute_reply": "2024-09-25T17:18:53.244182Z"
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+     "shell.execute_reply": "2024-09-26T10:53:15.612160Z"
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@@ -693,10 +693,10 @@
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-     "iopub.execute_input": "2024-09-25T17:18:53.246520Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.246340Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.268935Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.268415Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.614777Z",
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+     "shell.execute_reply": "2024-09-26T10:53:15.638227Z"
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    },
    "outputs": [
@@ -766,10 +766,10 @@
     "deletable": true,
     "editable": true,
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-     "shell.execute_reply": "2024-09-25T17:18:53.273940Z"
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+     "iopub.status.idle": "2024-09-26T10:53:15.644438Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.643915Z"
     }
    },
    "outputs": [],
@@ -813,10 +813,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.276679Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.276308Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.280014Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.279493Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.646471Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.646244Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.650447Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.649768Z"
     }
    },
    "outputs": [],
@@ -841,10 +841,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.282042Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.281662Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.289279Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.288729Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.652566Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.652101Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.660287Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.659697Z"
     }
    },
    "outputs": [],
@@ -875,10 +875,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.291275Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.290892Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.294525Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.293876Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.662237Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.662041Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.665451Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.664898Z"
     }
    },
    "outputs": [],
@@ -899,10 +899,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.296500Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.296159Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.305308Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.304595Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.667322Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.667128Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.677360Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.676610Z"
     }
    },
    "outputs": [
@@ -936,10 +936,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.307599Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.307191Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.311456Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.310900Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.679722Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.679443Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.684047Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.683506Z"
     }
    },
    "outputs": [
@@ -1083,10 +1083,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.313325Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.313130Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.344312Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.343636Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.686031Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.685692Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.717022Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.716349Z"
     }
    },
    "outputs": [
@@ -1157,10 +1157,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.346230Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.346043Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.349850Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.349326Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.719172Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.718815Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.722828Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.722176Z"
     }
    },
    "outputs": [],
@@ -1200,10 +1200,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.351648Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.351459Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.356070Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.355531Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.724904Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.724549Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.729009Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.728359Z"
     }
    },
    "outputs": [],
@@ -1240,10 +1240,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.357831Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.357639Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.364684Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.364182Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.730864Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.730672Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.738291Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.737683Z"
     }
    },
    "outputs": [],
@@ -1291,10 +1291,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.366492Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.366303Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.394483Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.393885Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.740450Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.739986Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.767923Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.767252Z"
     }
    },
    "outputs": [
@@ -1332,10 +1332,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.396626Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.396234Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.402289Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.401725Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.770010Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.769649Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.775546Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.774910Z"
     }
    },
    "outputs": [],
@@ -1377,10 +1377,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.404427Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.404056Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.410418Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.409880Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.777488Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.777122Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.783814Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.783144Z"
     }
    },
    "outputs": [],
@@ -1413,10 +1413,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.412466Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.412097Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.418369Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.417844Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.785861Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.785518Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.791849Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.791319Z"
     }
    },
    "outputs": [
@@ -1449,10 +1449,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.420294Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.419932Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.423071Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.422454Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.793638Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.793448Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.796594Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.796067Z"
     }
    },
    "outputs": [],
@@ -1480,10 +1480,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.425348Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.424741Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.428774Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.428269Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.798575Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.798168Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.802280Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.801673Z"
     }
    },
    "outputs": [],
@@ -1507,10 +1507,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.430501Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.430322Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.438367Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.437835Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.804202Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.803900Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.811800Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.811118Z"
     }
    },
    "outputs": [],
@@ -1543,10 +1543,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.440451Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.440076Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.446133Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.445498Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.813959Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.813600Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.820106Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.819484Z"
     }
    },
    "outputs": [
@@ -1574,10 +1574,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.448177Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.447798Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.450598Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.450078Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.822098Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.821753Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.824658Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.824046Z"
     }
    },
    "outputs": [],
@@ -1594,10 +1594,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.452463Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.452127Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.455435Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.454775Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.826577Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.826205Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.829528Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.828893Z"
     }
    },
    "outputs": [],
@@ -1613,10 +1613,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.457610Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.457159Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.460315Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.459774Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.831597Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.831229Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.834509Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.833954Z"
     }
    },
    "outputs": [],
@@ -1647,10 +1647,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.462320Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.461970Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.467311Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.466662Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.836536Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.836171Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.841755Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.841226Z"
     }
    },
    "outputs": [
@@ -1676,10 +1676,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.469352Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.468968Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.472215Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.471687Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.843708Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.843250Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.846656Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.846043Z"
     }
    },
    "outputs": [],
@@ -1732,10 +1732,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.474324Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.473971Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.526830Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.526200Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.848656Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.848303Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.901636Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.900928Z"
     }
    },
    "outputs": [
@@ -1767,7 +1767,7 @@
       "somaworkflow_config_file :   <undefined>\n",
       "somaworkflow_keep_failed_workflows :   True\n",
       "somaworkflow_keep_succeeded_workflows :   False\n",
-      "somaworkflow_computing_resources_config :   <soma.controller.controller.OpenKeyController object at 0x7f376007eae0>\n",
+      "somaworkflow_computing_resources_config :   <soma.controller.controller.OpenKeyController object at 0x7f2a5db24770>\n",
       "spm_directory :   <undefined>\n",
       "spm_standalone :   <undefined>\n",
       "spm_version :   <undefined>\n",
@@ -1823,10 +1823,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.529039Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.528767Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.553082Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.552413Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.904043Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.903650Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.927816Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.927189Z"
     }
    },
    "outputs": [
@@ -1896,10 +1896,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.555564Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.555151Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.566842Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.566198Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.929842Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.929642Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.941815Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.941082Z"
     }
    },
    "outputs": [
@@ -1947,10 +1947,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.569190Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.568739Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.575624Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.575070Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.944012Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.943798Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.950544Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.949994Z"
     }
    },
    "outputs": [],
@@ -1996,10 +1996,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.577708Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.577208Z",
-     "iopub.status.idle": "2024-09-25T17:18:53.592853Z",
-     "shell.execute_reply": "2024-09-25T17:18:53.592196Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.952612Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.952157Z",
+     "iopub.status.idle": "2024-09-26T10:53:15.967960Z",
+     "shell.execute_reply": "2024-09-26T10:53:15.967419Z"
     }
    },
    "outputs": [
@@ -2007,8 +2007,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "jobs: [<soma_workflow.client_types.Job object at 0x7f3763f8cfd0>, <soma_workflow.client_types.Job object at 0x7f3763f8cc10>]\n",
-      "dependencies: {(<soma_workflow.client_types.Job object at 0x7f3763f8cc10>, <soma_workflow.client_types.Job object at 0x7f3763f8cfd0>)}\n"
+      "jobs: [<soma_workflow.client_types.Job object at 0x7f2a5c9c1eb0>, <soma_workflow.client_types.Job object at 0x7f2a5c9c1a60>]\n",
+      "dependencies: {(<soma_workflow.client_types.Job object at 0x7f2a5c9c1a60>, <soma_workflow.client_types.Job object at 0x7f2a5c9c1eb0>)}\n"
      ]
     }
    ],
@@ -2039,10 +2039,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:53.595382Z",
-     "iopub.status.busy": "2024-09-25T17:18:53.594853Z",
-     "iopub.status.idle": "2024-09-25T17:18:56.670587Z",
-     "shell.execute_reply": "2024-09-25T17:18:56.669948Z"
+     "iopub.execute_input": "2024-09-26T10:53:15.970188Z",
+     "iopub.status.busy": "2024-09-26T10:53:15.969827Z",
+     "iopub.status.idle": "2024-09-26T10:53:19.035473Z",
+     "shell.execute_reply": "2024-09-26T10:53:19.034805Z"
     }
    },
    "outputs": [
@@ -2110,10 +2110,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:56.672860Z",
-     "iopub.status.busy": "2024-09-25T17:18:56.672520Z",
-     "iopub.status.idle": "2024-09-25T17:18:56.675734Z",
-     "shell.execute_reply": "2024-09-25T17:18:56.675136Z"
+     "iopub.execute_input": "2024-09-26T10:53:19.037788Z",
+     "iopub.status.busy": "2024-09-26T10:53:19.037379Z",
+     "iopub.status.idle": "2024-09-26T10:53:19.040669Z",
+     "shell.execute_reply": "2024-09-26T10:53:19.040090Z"
     }
    },
    "outputs": [],
@@ -2141,10 +2141,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:56.677907Z",
-     "iopub.status.busy": "2024-09-25T17:18:56.677483Z",
-     "iopub.status.idle": "2024-09-25T17:18:59.734928Z",
-     "shell.execute_reply": "2024-09-25T17:18:59.734128Z"
+     "iopub.execute_input": "2024-09-26T10:53:19.042718Z",
+     "iopub.status.busy": "2024-09-26T10:53:19.042372Z",
+     "iopub.status.idle": "2024-09-26T10:53:22.102083Z",
+     "shell.execute_reply": "2024-09-26T10:53:22.101449Z"
     }
    },
    "outputs": [
@@ -2182,10 +2182,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:18:59.737732Z",
-     "iopub.status.busy": "2024-09-25T17:18:59.737350Z",
-     "iopub.status.idle": "2024-09-25T17:19:02.954698Z",
-     "shell.execute_reply": "2024-09-25T17:19:02.954083Z"
+     "iopub.execute_input": "2024-09-26T10:53:22.104706Z",
+     "iopub.status.busy": "2024-09-26T10:53:22.104295Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.326926Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.326308Z"
     }
    },
    "outputs": [
@@ -2249,10 +2249,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:02.957206Z",
-     "iopub.status.busy": "2024-09-25T17:19:02.956702Z",
-     "iopub.status.idle": "2024-09-25T17:19:02.960491Z",
-     "shell.execute_reply": "2024-09-25T17:19:02.959849Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.329282Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.328915Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.332711Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.332158Z"
     }
    },
    "outputs": [
@@ -2288,10 +2288,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:02.962574Z",
-     "iopub.status.busy": "2024-09-25T17:19:02.962277Z",
-     "iopub.status.idle": "2024-09-25T17:19:02.998188Z",
-     "shell.execute_reply": "2024-09-25T17:19:02.997673Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.334636Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.334291Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.370929Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.370345Z"
     }
    },
    "outputs": [],
@@ -2336,10 +2336,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.000108Z",
-     "iopub.status.busy": "2024-09-25T17:19:02.999960Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.035477Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.034955Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.373358Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.373011Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.409544Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.408883Z"
     }
    },
    "outputs": [
@@ -2422,10 +2422,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.037561Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.037407Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.068874Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.068267Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.411485Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.411317Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.443793Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.443154Z"
     }
    },
    "outputs": [
@@ -2473,10 +2473,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.070858Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.070705Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.073513Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.073012Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.445995Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.445854Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.448583Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.448072Z"
     }
    },
    "outputs": [],
@@ -2506,10 +2506,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.075477Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.075173Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.092584Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.092096Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.450553Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.450382Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.467846Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.467337Z"
     }
    },
    "outputs": [],
@@ -2584,10 +2584,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.094457Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.094157Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.097708Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.097105Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.469757Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.469423Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.472807Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.472321Z"
     }
    },
    "outputs": [],
@@ -2622,10 +2622,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.099628Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.099480Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.105010Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.104402Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.474623Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.474476Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.479880Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.479266Z"
     }
    },
    "outputs": [
@@ -2703,10 +2703,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.107014Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.106698Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.235262Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.234714Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.481869Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.481733Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.612415Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.611900Z"
     }
    },
    "outputs": [
@@ -2797,10 +2797,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.237578Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.237176Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.250102Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.249599Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.614612Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.614235Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.627086Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.626463Z"
     }
    },
    "outputs": [
@@ -2845,10 +2845,10 @@
     "deletable": true,
     "editable": true,
     "execution": {
-     "iopub.execute_input": "2024-09-25T17:19:03.252193Z",
-     "iopub.status.busy": "2024-09-25T17:19:03.251787Z",
-     "iopub.status.idle": "2024-09-25T17:19:03.254960Z",
-     "shell.execute_reply": "2024-09-25T17:19:03.254457Z"
+     "iopub.execute_input": "2024-09-26T10:53:25.629095Z",
+     "iopub.status.busy": "2024-09-26T10:53:25.628759Z",
+     "iopub.status.idle": "2024-09-26T10:53:25.631896Z",
+     "shell.execute_reply": "2024-09-26T10:53:25.631423Z"
     }
    },
    "outputs": [],