diff --git a/docs/tutorials/abn/images/report.html.png b/docs/tutorials/abn/images/report.html.png
new file mode 100644
index 00000000..ed62abac
Binary files /dev/null and b/docs/tutorials/abn/images/report.html.png differ
diff --git a/docs/tutorials/abn/rewards.md b/docs/tutorials/abn/rewards.md
index c86ad633..4dcde59c 100644
--- a/docs/tutorials/abn/rewards.md
+++ b/docs/tutorials/abn/rewards.md
@@ -28,7 +28,7 @@ kubectl create deploy prometheus-mock \
--port 9090 \
-- mockoon-cli start --daemon-off \
--port 9090 \
---data https://raw.githubusercontent.com/kalantar/docs/rewards/samples/abn/model-prometheus-abn-tutorial.json
+--data https://raw.githubusercontent.com/iter8-tools/docs/v0.14.6/samples/abn/model-prometheus-abn-tutorial.json
kubectl expose deploy prometheus-mock --port 9090
```
@@ -91,10 +91,40 @@ This experiment executes in a [loop](../../user-guide/topics/parameters.md), onc
```shell
iter8 k report
```
+ ??? note "The text report looks like this"
+ ```shell
+ Experiment summary:
+ *******************
+
+ Experiment completed: true
+ No task failures: true
+ Total number of tasks: 2
+ Number of completed tasks: 2
+ Number of completed loops: 2
+
+ Whether or not service level objectives (SLOs) are satisfied:
+ *************************************************************
+
+ SLO Conditions | version 0 | version 1
+ -------------- | --------- | ---------
+ model-prometheus/latency-mean <= 50 | true | true
+
+
+ Latest observed values for metrics:
+ ***********************************
+
+ Metric | version 0 | version 1 | Best
+ ------- | ----- | ----- | ----
+ model-prometheus/latency-mean | 19.00 | 43.00 | n/a
+ model-prometheus/profit-mean | 71.00 | 92.00 | version 1
+ ```
+
=== "HTML"
```shell
iter8 k report -o html > report.html # view in a browser
```
+ ??? note "The HTML report looks like this"
+ 
Because the experiment loops, the reported results will change over time.
diff --git a/docs/tutorials/integrations/kserve-mm/blue-green.md b/docs/tutorials/integrations/kserve-mm/blue-green.md
index 47b55032..66a3e106 100644
--- a/docs/tutorials/integrations/kserve-mm/blue-green.md
+++ b/docs/tutorials/integrations/kserve-mm/blue-green.md
@@ -33,7 +33,7 @@ metadata:
name: wisdom-0
labels:
app.kubernetes.io/name: wisdom
- app.kubernetes.io/version: v1
+ app.kubernetes.io/version: v0
iter8.tools/watch: "true"
annotations:
serving.kserve.io/deploymentMode: ModelMesh
@@ -137,7 +137,7 @@ metadata:
name: wisdom-1
labels:
app.kubernetes.io/name: wisdom
- app.kubernetes.io/version: v2
+ app.kubernetes.io/version: v1
iter8.tools/watch: "true"
annotations:
serving.kserve.io/deploymentMode: ModelMesh
@@ -152,7 +152,7 @@ EOF
```
??? note "About the candidate `InferenceService`"
- The model name (`wisdom`) and version (`v2`) are recorded using the labels `app.kubernets.io/name` and `app.kubernets.io.version`.
+ The model name (`wisdom`) and version (`v1`) are recorded using the labels `app.kubernets.io/name` and `app.kubernets.io.version`.
In this tutorial, the model source (field `spec.predictor.model.storageUri`) is the same as for the primary version of the model. In a real world example, this would be different.
@@ -198,10 +198,9 @@ apiVersion: "serving.kserve.io/v1beta1"
kind: "InferenceService"
metadata:
name: wisdom-0
- namespace: modelmesh-serving
labels:
app.kubernetes.io/name: wisdom
- app.kubernetes.io/version: v2
+ app.kubernetes.io/version: v1
iter8.tools/watch: "true"
annotations:
serving.kserve.io/deploymentMode: ModelMesh
diff --git a/docs/tutorials/integrations/kserve-mm/canary.md b/docs/tutorials/integrations/kserve-mm/canary.md
index 3bf279a3..46822c5e 100644
--- a/docs/tutorials/integrations/kserve-mm/canary.md
+++ b/docs/tutorials/integrations/kserve-mm/canary.md
@@ -31,10 +31,9 @@ apiVersion: "serving.kserve.io/v1beta1"
kind: "InferenceService"
metadata:
name: wisdom-0
- namespace: modelmesh-serving
labels:
app.kubernetes.io/name: wisdom
- app.kubernetes.io/version: v1
+ app.kubernetes.io/version: v0
iter8.tools/watch: "true"
annotations:
serving.kserve.io/deploymentMode: ModelMesh
@@ -150,10 +149,9 @@ apiVersion: "serving.kserve.io/v1beta1"
kind: "InferenceService"
metadata:
name: wisdom-1
- namespace: modelmesh-serving
labels:
app.kubernetes.io/name: wisdom
- app.kubernetes.io/version: v2
+ app.kubernetes.io/version: v1
iter8.tools/watch: "true"
annotations:
serving.kserve.io/deploymentMode: ModelMesh
@@ -168,7 +166,7 @@ EOF
```
??? note "About the candidate `InferenceService`"
- The model name (`wisdom`) and version (`v2`) are recorded using the labels `app.kubernets.io/name` and `app.kubernets.io.version`.
+ The model name (`wisdom`) and version (`v1`) are recorded using the labels `app.kubernets.io/name` and `app.kubernets.io.version`.
In this tutorial, the model source (field `spec.predictor.model.storageUri`) is the same as for the primary version of the model. In a real example, this would be different.
@@ -194,10 +192,9 @@ apiVersion: "serving.kserve.io/v1beta1"
kind: "InferenceService"
metadata:
name: wisdom-0
- namespace: modelmesh-serving
labels:
app.kubernetes.io/name: wisdom
- app.kubernetes.io/version: v2
+ app.kubernetes.io/version: v1
iter8.tools/watch: "true"
annotations:
serving.kserve.io/deploymentMode: ModelMesh
diff --git a/docs/tutorials/integrations/kserve-mm/images/blue-green.png b/docs/tutorials/integrations/kserve-mm/images/blue-green.png
index b2fb33ca..94414f4f 100644
Binary files a/docs/tutorials/integrations/kserve-mm/images/blue-green.png and b/docs/tutorials/integrations/kserve-mm/images/blue-green.png differ
diff --git a/docs/tutorials/integrations/kserve-mm/images/canary.png b/docs/tutorials/integrations/kserve-mm/images/canary.png
index 89d069d5..94d6e180 100644
Binary files a/docs/tutorials/integrations/kserve-mm/images/canary.png and b/docs/tutorials/integrations/kserve-mm/images/canary.png differ
diff --git a/docs/tutorials/integrations/kserve-mm/images/mirror.png b/docs/tutorials/integrations/kserve-mm/images/mirror.png
index eef2db2d..0171709a 100644
Binary files a/docs/tutorials/integrations/kserve-mm/images/mirror.png and b/docs/tutorials/integrations/kserve-mm/images/mirror.png differ
diff --git a/docs/tutorials/integrations/kserve-mm/images/src/blue-green.excalidraw b/docs/tutorials/integrations/kserve-mm/images/src/blue-green.excalidraw
index 59c98c4a..51c53d16 100644
--- a/docs/tutorials/integrations/kserve-mm/images/src/blue-green.excalidraw
+++ b/docs/tutorials/integrations/kserve-mm/images/src/blue-green.excalidraw
@@ -75,8 +75,8 @@
},
{
"type": "text",
- "version": 624,
- "versionNonce": 698467773,
+ "version": 627,
+ "versionNonce": 691798031,
"isDeleted": false,
"id": "Mv97Fd-6vqchwBP1kdEuc",
"fillStyle": "hachure",
@@ -85,33 +85,33 @@
"roughness": 1,
"opacity": 100,
"angle": 0,
- "x": 624.3417587280273,
+ "x": 620.171760559082,
"y": 202.66038513183594,
"strokeColor": "#5c940d",
"backgroundColor": "transparent",
- "width": 107.75990295410156,
+ "width": 116.09989929199219,
"height": 50,
"seed": 2143215997,
"groupIds": [],
"roundness": null,
"boundElements": [],
- "updated": 1683054499673,
+ "updated": 1686590572599,
"link": null,
"locked": false,
"fontSize": 20,
"fontFamily": 1,
- "text": "initialize \nprimary (v1)",
+ "text": "initialize \nprimary (v0)",
"textAlign": "center",
"verticalAlign": "middle",
"containerId": "whGew8Nz3H2mF9gt7vodE",
- "originalText": "initialize primary (v1)",
+ "originalText": "initialize primary (v0)",
"lineHeight": 1.25,
"baseline": 42
},
{
"type": "text",
- "version": 635,
- "versionNonce": 244596883,
+ "version": 638,
+ "versionNonce": 1143298031,
"isDeleted": false,
"id": "b33j1AoEc8MQGy6Zlzk16",
"fillStyle": "hachure",
@@ -124,7 +124,7 @@
"y": 358.4647064208984,
"strokeColor": "#c92a2a",
"backgroundColor": "transparent",
- "width": 12.703994750976562,
+ "width": 19.375991821289062,
"height": 20,
"seed": 1375913075,
"groupIds": [],
@@ -137,16 +137,16 @@
"type": "arrow"
}
],
- "updated": 1683054499673,
+ "updated": 1686590585406,
"link": null,
"locked": false,
"fontSize": 16,
"fontFamily": 1,
- "text": "v1",
+ "text": "v0",
"textAlign": "left",
"verticalAlign": "top",
"containerId": null,
- "originalText": "v1",
+ "originalText": "v0",
"lineHeight": 1.25,
"baseline": 14
},
@@ -400,8 +400,8 @@
},
{
"type": "text",
- "version": 713,
- "versionNonce": 71042589,
+ "version": 714,
+ "versionNonce": 147154639,
"isDeleted": false,
"id": "kItwrQIVk2VrAm8L8P2Yq",
"fillStyle": "solid",
@@ -420,7 +420,7 @@
"groupIds": [],
"roundness": null,
"boundElements": [],
- "updated": 1683054499673,
+ "updated": 1686590568020,
"link": null,
"locked": false,
"fontSize": 16,
@@ -435,8 +435,8 @@
},
{
"type": "arrow",
- "version": 1475,
- "versionNonce": 1283715840,
+ "version": 1479,
+ "versionNonce": 213025295,
"isDeleted": false,
"id": "HblTPHhWwKzmmkOomJ6e6",
"fillStyle": "solid",
@@ -445,19 +445,19 @@
"roughness": 1,
"opacity": 100,
"angle": 0,
- "x": 708.6034492411434,
- "y": 398.2490623992146,
+ "x": 708.6287205614772,
+ "y": 398.19301598578926,
"strokeColor": "#c92a2a",
"backgroundColor": "transparent",
- "width": 105.58091581083522,
- "height": 24.467060249934946,
+ "width": 105.55564449050144,
+ "height": 23.71554868069353,
"seed": 1844778445,
"groupIds": [],
"roundness": {
"type": 2
},
"boundElements": [],
- "updated": 1683050438390,
+ "updated": 1686590585407,
"link": null,
"locked": false,
"startBinding": {
@@ -479,15 +479,15 @@
0
],
[
- 105.58091581083522,
- -24.467060249934946
+ 105.55564449050144,
+ -23.71554868069353
]
]
},
{
"type": "rectangle",
- "version": 656,
- "versionNonce": 1311649405,
+ "version": 660,
+ "versionNonce": 921945921,
"isDeleted": false,
"id": "LRk10fUvnXiCbXOksHEkb",
"fillStyle": "hachure",
@@ -496,8 +496,8 @@
"roughness": 1,
"opacity": 100,
"angle": 0,
- "x": 1232.208879631412,
- "y": 193.21966740848757,
+ "x": 1231.289201897037,
+ "y": 193.38784978153444,
"strokeColor": "#5c940d",
"backgroundColor": "transparent",
"width": 159,
@@ -521,14 +521,14 @@
"type": "arrow"
}
],
- "updated": 1683054701469,
+ "updated": 1686590578612,
"link": null,
"locked": false
},
{
"type": "text",
- "version": 738,
- "versionNonce": 368564499,
+ "version": 745,
+ "versionNonce": 872104335,
"isDeleted": false,
"id": "eQ2KU_Wr3BNZ6CVsrDvDW",
"fillStyle": "hachure",
@@ -537,26 +537,26 @@
"roughness": 1,
"opacity": 100,
"angle": 0,
- "x": 1239.1089345630526,
- "y": 198.71966740848757,
+ "x": 1242.5992528613924,
+ "y": 198.88784978153444,
"strokeColor": "#5c940d",
"backgroundColor": "transparent",
- "width": 145.19989013671875,
+ "width": 136.37989807128906,
"height": 50,
"seed": 2143215997,
"groupIds": [],
"roundness": null,
"boundElements": [],
- "updated": 1683054505493,
+ "updated": 1686590581878,
"link": null,
"locked": false,
"fontSize": 20,
"fontFamily": 1,
- "text": "promote \ncandidate (v2)",
+ "text": "promote \ncandidate (v1)",
"textAlign": "center",
"verticalAlign": "middle",
"containerId": "LRk10fUvnXiCbXOksHEkb",
- "originalText": "promote candidate (v2)",
+ "originalText": "promote candidate (v1)",
"lineHeight": 1.25,
"baseline": 42
},
@@ -603,8 +603,8 @@
},
{
"type": "text",
- "version": 617,
- "versionNonce": 644823677,
+ "version": 620,
+ "versionNonce": 1706592335,
"isDeleted": false,
"id": "y052uiXqzsjzaHTaxKpNa",
"fillStyle": "hachure",
@@ -613,26 +613,26 @@
"roughness": 1,
"opacity": 100,
"angle": 0,
- "x": 810.357072990787,
+ "x": 814.7670690235018,
"y": 201.67604253055788,
"strokeColor": "#5c940d",
"backgroundColor": "transparent",
- "width": 145.19989013671875,
+ "width": 136.37989807128906,
"height": 50,
"seed": 2143215997,
"groupIds": [],
"roundness": null,
"boundElements": [],
- "updated": 1683054499674,
+ "updated": 1686590576663,
"link": null,
"locked": false,
"fontSize": 20,
"fontFamily": 1,
- "text": "deploy \ncandidate (v2)",
+ "text": "deploy \ncandidate (v1)",
"textAlign": "center",
"verticalAlign": "middle",
"containerId": "cq2k_up7_acSX7xxqd_Nd",
- "originalText": "deploy candidate (v2)",
+ "originalText": "deploy candidate (v1)",
"lineHeight": 1.25,
"baseline": 42
},
@@ -671,8 +671,8 @@
},
{
"type": "text",
- "version": 822,
- "versionNonce": 655718355,
+ "version": 823,
+ "versionNonce": 1181193601,
"isDeleted": false,
"id": "5uHXTZwEnmZewE9cCZg2K",
"fillStyle": "hachure",
@@ -691,7 +691,7 @@
"groupIds": [],
"roundness": null,
"boundElements": [],
- "updated": 1683054499674,
+ "updated": 1686590568021,
"link": null,
"locked": false,
"fontSize": 16,
@@ -706,8 +706,8 @@
},
{
"type": "text",
- "version": 639,
- "versionNonce": 419226333,
+ "version": 642,
+ "versionNonce": 728655983,
"isDeleted": false,
"id": "womhhqHFXWGX2iH4A6eY2",
"fillStyle": "hachure",
@@ -720,7 +720,7 @@
"y": 362.2592365218615,
"strokeColor": "#c92a2a",
"backgroundColor": "transparent",
- "width": 12.703994750976562,
+ "width": 19.375991821289062,
"height": 20,
"seed": 1375913075,
"groupIds": [],
@@ -733,16 +733,16 @@
"type": "arrow"
}
],
- "updated": 1683054499674,
+ "updated": 1686590588011,
"link": null,
"locked": false,
"fontSize": 16,
"fontFamily": 1,
- "text": "v1",
+ "text": "v0",
"textAlign": "left",
"verticalAlign": "top",
"containerId": null,
- "originalText": "v1",
+ "originalText": "v0",
"lineHeight": 1.25,
"baseline": 14
},
@@ -1000,8 +1000,8 @@
},
{
"type": "text",
- "version": 725,
- "versionNonce": 735905139,
+ "version": 726,
+ "versionNonce": 448478561,
"isDeleted": false,
"id": "cG6YFLIwnv39cvq4O6j_P",
"fillStyle": "solid",
@@ -1020,7 +1020,7 @@
"groupIds": [],
"roundness": null,
"boundElements": [],
- "updated": 1683054499675,
+ "updated": 1686590568021,
"link": null,
"locked": false,
"fontSize": 16,
@@ -1035,8 +1035,8 @@
},
{
"type": "arrow",
- "version": 1552,
- "versionNonce": 1775197440,
+ "version": 1556,
+ "versionNonce": 965051023,
"isDeleted": false,
"id": "onjuCJeDGkpsfQQj5_C1Q",
"fillStyle": "solid",
@@ -1045,19 +1045,19 @@
"roughness": 1,
"opacity": 100,
"angle": 0,
- "x": 916.9332696882886,
- "y": 395.11724197139887,
+ "x": 916.9496146116915,
+ "y": 395.0760787844199,
"strokeColor": "#c92a2a",
"backgroundColor": "transparent",
- "width": 108.11506779304477,
- "height": 19.661255155441836,
+ "width": 108.09872286964196,
+ "height": 19.11148430536747,
"seed": 1844778445,
"groupIds": [],
"roundness": {
"type": 2
},
"boundElements": [],
- "updated": 1683050438391,
+ "updated": 1686590588012,
"link": null,
"locked": false,
"startBinding": {
@@ -1079,15 +1079,15 @@
0
],
[
- 108.11506779304477,
- -19.661255155441836
+ 108.09872286964196,
+ -19.11148430536747
]
]
},
{
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- "versionNonce": 1663103744,
+ "version": 1691,
+ "versionNonce": 1342096271,
"isDeleted": false,
"id": "lfpehW5ZafuJgRqhcm6GT",
"fillStyle": "solid",
@@ -1096,19 +1096,19 @@
"roughness": 1,
"opacity": 100,
"angle": 0,
- "x": 917.7743696125025,
- "y": 395.15404494268023,
+ "x": 917.7348295977931,
+ "y": 395.2432451393785,
"strokeColor": "#c92a2a",
"backgroundColor": "transparent",
- "width": 102.52741893441441,
- "height": 21.31983618873437,
+ "width": 102.56695894912377,
+ "height": 21.669839495950896,
"seed": 1844778445,
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"roundness": {
"type": 2
},
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- "updated": 1683050438391,
+ "updated": 1686590593582,
"link": null,
"locked": false,
"startBinding": {
@@ -1130,15 +1130,15 @@
0
],
[
- 102.52741893441441,
- 21.31983618873437
+ 102.56695894912377,
+ 21.669839495950896
]
]
},
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+ "versionNonce": 540789103,
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"fillStyle": "hachure",
@@ -1151,7 +1151,7 @@
"y": 406.78604314090944,
"strokeColor": "#c92a2a",
"backgroundColor": "transparent",
- "width": 19.759994506835938,
+ "width": 12.703994750976562,
"height": 20,
"seed": 1375913075,
"groupIds": [],
@@ -1164,23 +1164,23 @@
"type": "arrow"
}
],
- "updated": 1683054499675,
+ "updated": 1686590593582,
"link": null,
"locked": false,
"fontSize": 16,
"fontFamily": 1,
- "text": "v2",
+ "text": "v1",
"textAlign": "left",
"verticalAlign": "top",
"containerId": null,
- "originalText": "v2",
+ "originalText": "v1",
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},
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@@ -1199,7 +1199,7 @@
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- "updated": 1683054499675,
+ "updated": 1686590568021,
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@@ -1214,8 +1214,8 @@
},
{
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@@ -1228,7 +1228,7 @@
"y": 361.3924518431042,
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- "width": 12.703994750976562,
+ "width": 19.375991821289062,
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"seed": 1375913075,
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@@ -1241,16 +1241,16 @@
"type": "arrow"
}
],
- "updated": 1683054499675,
+ "updated": 1686590590716,
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- "originalText": "v1",
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@@ -1508,8 +1508,8 @@
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{
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@@ -1528,7 +1528,7 @@
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- "updated": 1683054499675,
+ "updated": 1686590568021,
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@@ -1543,8 +1543,8 @@
},
{
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@@ -1553,19 +1553,19 @@
"roughness": 1,
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- "x": 1137.805866570165,
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+ "x": 1137.8220915767024,
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diff --git a/docs/tutorials/integrations/kserve-mm/mirror.md b/docs/tutorials/integrations/kserve-mm/mirror.md
index 71840280..4e31a0f3 100644
--- a/docs/tutorials/integrations/kserve-mm/mirror.md
+++ b/docs/tutorials/integrations/kserve-mm/mirror.md
@@ -31,10 +31,9 @@ apiVersion: "serving.kserve.io/v1beta1"
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metadata:
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labels:
app.kubernetes.io/name: wisdom
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annotations:
serving.kserve.io/deploymentMode: ModelMesh
@@ -136,10 +135,9 @@ apiVersion: "serving.kserve.io/v1beta1"
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metadata:
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labels:
app.kubernetes.io/name: wisdom
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annotations:
serving.kserve.io/deploymentMode: ModelMesh
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metadata:
name: wisdom-0
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labels:
app.kubernetes.io/name: wisdom
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annotations:
serving.kserve.io/deploymentMode: ModelMesh