This release adds visualizations to the scheduled inference results. …

…Users will be able to see interference results, including diagnostic results from their running inference schedulers.
aws · Jun 23, 2022 · 0ff327e · 0ff327e
1 parent 8a25e07
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Showing 23 changed files with 1,686 additions and 10 deletions.
diff --git a/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.api.json b/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.api.json
@@ -206,6 +206,22 @@
         {"shape":"InternalServerException"}
       ]
     },
+    "ListInferenceEvents":{
+      "name":"ListInferenceEvents",
+      "http":{
+        "method":"POST",
+        "requestUri":"/"
+      },
+      "input":{"shape":"ListInferenceEventsRequest"},
+      "output":{"shape":"ListInferenceEventsResponse"},
+      "errors":[
+        {"shape":"ValidationException"},
+        {"shape":"ThrottlingException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"AccessDeniedException"},
+        {"shape":"InternalServerException"}
+      ]
+    },
     "ListInferenceExecutions":{
       "name":"ListInferenceExecutions",
       "http":{
@@ -789,6 +805,10 @@
         "TotalNumberOfDuplicateTimestamps":{"shape":"Integer"}
       }
     },
+    "EventDurationInSeconds":{
+      "type":"long",
+      "min":0
+    },
     "FileNameTimestampFormat":{
       "type":"string",
       "pattern":"^EPOCH|yyyy-MM-dd-HH-mm-ss|yyyyMMddHHmmss$"
@@ -806,6 +826,21 @@
       "min":1,
       "pattern":"\\p{ASCII}{1,256}"
     },
+    "InferenceEventSummaries":{
+      "type":"list",
+      "member":{"shape":"InferenceEventSummary"}
+    },
+    "InferenceEventSummary":{
+      "type":"structure",
+      "members":{
+        "InferenceSchedulerArn":{"shape":"InferenceSchedulerArn"},
+        "InferenceSchedulerName":{"shape":"InferenceSchedulerName"},
+        "EventStartTime":{"shape":"Timestamp"},
+        "EventEndTime":{"shape":"Timestamp"},
+        "Diagnostics":{"shape":"ModelMetrics"},
+        "EventDurationInSeconds":{"shape":"EventDurationInSeconds"}
+      }
+    },
     "InferenceExecutionStatus":{
       "type":"string",
       "enum":[
@@ -1061,6 +1096,28 @@
         "DatasetSummaries":{"shape":"DatasetSummaries"}
       }
     },
+    "ListInferenceEventsRequest":{
+      "type":"structure",
+      "required":[
+        "InferenceSchedulerName",
+        "IntervalStartTime",
+        "IntervalEndTime"
+      ],
+      "members":{
+        "NextToken":{"shape":"NextToken"},
+        "MaxResults":{"shape":"MaxResults"},
+        "InferenceSchedulerName":{"shape":"InferenceSchedulerIdentifier"},
+        "IntervalStartTime":{"shape":"Timestamp"},
+        "IntervalEndTime":{"shape":"Timestamp"}
+      }
+    },
+    "ListInferenceEventsResponse":{
+      "type":"structure",
+      "members":{
+        "NextToken":{"shape":"NextToken"},
+        "InferenceEventSummaries":{"shape":"InferenceEventSummaries"}
+      }
+    },
     "ListInferenceExecutionsRequest":{
       "type":"structure",
       "required":["InferenceSchedulerName"],
@@ -1285,7 +1342,7 @@
       "type":"string",
       "max":1024,
       "min":0,
-      "pattern":"(^$)|([\\P{M}\\p{M}]{1,1023}/$)"
+      "pattern":"(^$)|([\\u0009\\u000A\\u000D\\u0020-\\u00FF]{1,1023}/$)"
     },
     "SensorName":{
       "type":"string",

diff --git a/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.docs.json b/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.docs.json
@@ -14,6 +14,7 @@
     "DescribeModel": "<p>Provides a JSON containing the overall information about a specific ML model, including model name and ARN, dataset, training and evaluation information, status, and so on. </p>",
     "ListDataIngestionJobs": "<p>Provides a list of all data ingestion jobs, including dataset name and ARN, S3 location of the input data, status, and so on. </p>",
     "ListDatasets": "<p>Lists all datasets currently available in your account, filtering on the dataset name. </p>",
+    "ListInferenceEvents": "<p> Lists all inference events that have been found for the specified inference scheduler. </p>",
     "ListInferenceExecutions": "<p> Lists all inference executions that have been performed by the specified inference scheduler. </p>",
     "ListInferenceSchedulers": "<p>Retrieves a list of all inference schedulers currently available for your account. </p>",
     "ListModels": "<p>Generates a list of all models in the account, including model name and ARN, dataset, and status. </p>",
@@ -299,6 +300,12 @@
         "DataQualitySummary$DuplicateTimestamps": "<p> Parameter that gives information about duplicate timestamps in the input data. </p>"
       }
     },
+    "EventDurationInSeconds": {
+      "base": null,
+      "refs": {
+        "InferenceEventSummary$EventDurationInSeconds": "<p> Indicates the size of an inference event in seconds. </p>"
+      }
+    },
     "FileNameTimestampFormat": {
       "base": null,
       "refs": {
@@ -333,6 +340,18 @@
         "StartDataIngestionJobRequest$ClientToken": "<p> A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one. </p>"
       }
     },
+    "InferenceEventSummaries": {
+      "base": null,
+      "refs": {
+        "ListInferenceEventsResponse$InferenceEventSummaries": "<p>Provides an array of information about the individual inference events returned from the <code>ListInferenceEvents</code> operation, including scheduler used, event start time, event end time, diagnostics, and so on. </p>"
+      }
+    },
+    "InferenceEventSummary": {
+      "base": "<p>Contains information about the specific inference event, including start and end time, diagnostics information, event duration and so on.</p>",
+      "refs": {
+        "InferenceEventSummaries$member": null
+      }
+    },
     "InferenceExecutionStatus": {
       "base": null,
       "refs": {
@@ -393,6 +412,7 @@
       "refs": {
         "CreateInferenceSchedulerResponse$InferenceSchedulerArn": "<p>The Amazon Resource Name (ARN) of the inference scheduler being created. </p>",
         "DescribeInferenceSchedulerResponse$InferenceSchedulerArn": "<p>The Amazon Resource Name (ARN) of the inference scheduler being described. </p>",
+        "InferenceEventSummary$InferenceSchedulerArn": "<p> The Amazon Resource Name (ARN) of the inference scheduler being used for the inference event. </p>",
         "InferenceExecutionSummary$InferenceSchedulerArn": "<p> The Amazon Resource Name (ARN) of the inference scheduler being used for the inference execution. </p>",
         "InferenceSchedulerSummary$InferenceSchedulerArn": "<p> The Amazon Resource Name (ARN) of the inference scheduler. </p>",
         "StartInferenceSchedulerResponse$InferenceSchedulerArn": "<p>The Amazon Resource Name (ARN) of the inference scheduler being started. </p>",
@@ -404,6 +424,7 @@
       "refs": {
         "DeleteInferenceSchedulerRequest$InferenceSchedulerName": "<p>The name of the inference scheduler to be deleted. </p>",
         "DescribeInferenceSchedulerRequest$InferenceSchedulerName": "<p>The name of the inference scheduler being described. </p>",
+        "ListInferenceEventsRequest$InferenceSchedulerName": "<p>The name of the inference scheduler for the inference events listed. </p>",
         "ListInferenceExecutionsRequest$InferenceSchedulerName": "<p>The name of the inference scheduler for the inference execution listed. </p>",
         "ListInferenceSchedulersRequest$InferenceSchedulerNameBeginsWith": "<p>The beginning of the name of the inference schedulers to be listed. </p>",
         "StartInferenceSchedulerRequest$InferenceSchedulerName": "<p>The name of the inference scheduler to be started. </p>",
@@ -417,6 +438,7 @@
         "CreateInferenceSchedulerRequest$InferenceSchedulerName": "<p>The name of the inference scheduler being created. </p>",
         "CreateInferenceSchedulerResponse$InferenceSchedulerName": "<p>The name of inference scheduler being created. </p>",
         "DescribeInferenceSchedulerResponse$InferenceSchedulerName": "<p>The name of the inference scheduler being described. </p>",
+        "InferenceEventSummary$InferenceSchedulerName": "<p>The name of the inference scheduler being used for the inference events. </p>",
         "InferenceExecutionSummary$InferenceSchedulerName": "<p>The name of the inference scheduler being used for the inference execution. </p>",
         "InferenceSchedulerSummary$InferenceSchedulerName": "<p>The name of the inference scheduler. </p>",
         "StartInferenceSchedulerResponse$InferenceSchedulerName": "<p>The name of the inference scheduler being started. </p>",
@@ -583,6 +605,16 @@
       "refs": {
       }
     },
+    "ListInferenceEventsRequest": {
+      "base": null,
+      "refs": {
+      }
+    },
+    "ListInferenceEventsResponse": {
+      "base": null,
+      "refs": {
+      }
+    },
     "ListInferenceExecutionsRequest": {
       "base": null,
       "refs": {
@@ -644,6 +676,7 @@
       "refs": {
         "ListDataIngestionJobsRequest$MaxResults": "<p> Specifies the maximum number of data ingestion jobs to list. </p>",
         "ListDatasetsRequest$MaxResults": "<p> Specifies the maximum number of datasets to list. </p>",
+        "ListInferenceEventsRequest$MaxResults": "<p>Specifies the maximum number of inference events to list. </p>",
         "ListInferenceExecutionsRequest$MaxResults": "<p>Specifies the maximum number of inference executions to list. </p>",
         "ListInferenceSchedulersRequest$MaxResults": "<p> Specifies the maximum number of inference schedulers to list. </p>",
         "ListModelsRequest$MaxResults": "<p> Specifies the maximum number of ML models to list. </p>",
@@ -678,7 +711,8 @@
     "ModelMetrics": {
       "base": null,
       "refs": {
-        "DescribeModelResponse$ModelMetrics": "<p>The Model Metrics show an aggregated summary of the model's performance within the evaluation time range. This is the JSON content of the metrics created when evaluating the model. </p>"
+        "DescribeModelResponse$ModelMetrics": "<p>The Model Metrics show an aggregated summary of the model's performance within the evaluation time range. This is the JSON content of the metrics created when evaluating the model. </p>",
+        "InferenceEventSummary$Diagnostics": "<p> An array which specifies the names and values of all sensors contributing to an inference event.</p>"
       }
     },
     "ModelName": {
@@ -754,6 +788,8 @@
         "ListDataIngestionJobsResponse$NextToken": "<p> An opaque pagination token indicating where to continue the listing of data ingestion jobs. </p>",
         "ListDatasetsRequest$NextToken": "<p> An opaque pagination token indicating where to continue the listing of datasets. </p>",
         "ListDatasetsResponse$NextToken": "<p> An opaque pagination token indicating where to continue the listing of datasets. </p>",
+        "ListInferenceEventsRequest$NextToken": "<p>An opaque pagination token indicating where to continue the listing of inference events.</p>",
+        "ListInferenceEventsResponse$NextToken": "<p>An opaque pagination token indicating where to continue the listing of inference executions. </p>",
         "ListInferenceExecutionsRequest$NextToken": "<p>An opaque pagination token indicating where to continue the listing of inference executions.</p>",
         "ListInferenceExecutionsResponse$NextToken": "<p> An opaque pagination token indicating where to continue the listing of inference executions. </p>",
         "ListInferenceSchedulersRequest$NextToken": "<p> An opaque pagination token indicating where to continue the listing of inference schedulers. </p>",
@@ -949,7 +985,7 @@
         "DescribeDataIngestionJobResponse$CreatedAt": "<p>The time at which the data ingestion job was created. </p>",
         "DescribeDataIngestionJobResponse$DataStartTime": "<p> Indicates the earliest timestamp corresponding to data that was successfully ingested during this specific ingestion job. </p>",
         "DescribeDataIngestionJobResponse$DataEndTime": "<p> Indicates the latest timestamp corresponding to data that was successfully ingested during this specific ingestion job. </p>",
-        "DescribeDatasetResponse$CreatedAt": "<p>Specifies the time the dataset was created in Amazon Lookout for Equipment. </p>",
+        "DescribeDatasetResponse$CreatedAt": "<p>Specifies the time the dataset was created in Lookout for Equipment. </p>",
         "DescribeDatasetResponse$LastUpdatedAt": "<p>Specifies the time the dataset was last updated, if it was. </p>",
         "DescribeDatasetResponse$DataStartTime": "<p> Indicates the earliest timestamp corresponding to data that was successfully ingested during the most recent ingestion of this particular dataset. </p>",
         "DescribeDatasetResponse$DataEndTime": "<p> Indicates the latest timestamp corresponding to data that was successfully ingested during the most recent ingestion of this particular dataset. </p>",
@@ -963,9 +999,13 @@
         "DescribeModelResponse$TrainingExecutionEndTime": "<p>Indicates the time at which the training of the ML model was completed. </p>",
         "DescribeModelResponse$LastUpdatedTime": "<p>Indicates the last time the ML model was updated. The type of update is not specified. </p>",
         "DescribeModelResponse$CreatedAt": "<p>Indicates the time and date at which the ML model was created. </p>",
+        "InferenceEventSummary$EventStartTime": "<p>Indicates the starting time of an inference event. </p>",
+        "InferenceEventSummary$EventEndTime": "<p>Indicates the ending time of an inference event. </p>",
         "InferenceExecutionSummary$ScheduledStartTime": "<p>Indicates the start time at which the inference scheduler began the specific inference execution. </p>",
         "InferenceExecutionSummary$DataStartTime": "<p>Indicates the time reference in the dataset at which the inference execution began. </p>",
         "InferenceExecutionSummary$DataEndTime": "<p>Indicates the time reference in the dataset at which the inference execution stopped. </p>",
+        "ListInferenceEventsRequest$IntervalStartTime": "<p> Lookout for Equipment will return all the inference events with start time equal to or greater than the start time given.</p>",
+        "ListInferenceEventsRequest$IntervalEndTime": "<p>Lookout for Equipment will return all the inference events with end time equal to or less than the end time given.</p>",
         "ListInferenceExecutionsRequest$DataStartTimeAfter": "<p>The time reference in the inferenced dataset after which Amazon Lookout for Equipment started the inference execution. </p>",
         "ListInferenceExecutionsRequest$DataEndTimeBefore": "<p>The time reference in the inferenced dataset before which Amazon Lookout for Equipment stopped the inference execution. </p>",
         "ModelSummary$CreatedAt": "<p>The time at which the specific model was created. </p>",

diff --git a/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.normal.json b/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.normal.json
@@ -218,6 +218,23 @@
       ],
       "documentation":"<p>Lists all datasets currently available in your account, filtering on the dataset name. </p>"
     },
+    "ListInferenceEvents":{
+      "name":"ListInferenceEvents",
+      "http":{
+        "method":"POST",
+        "requestUri":"/"
+      },
+      "input":{"shape":"ListInferenceEventsRequest"},
+      "output":{"shape":"ListInferenceEventsResponse"},
+      "errors":[
+        {"shape":"ValidationException"},
+        {"shape":"ThrottlingException"},
+        {"shape":"ResourceNotFoundException"},
+        {"shape":"AccessDeniedException"},
+        {"shape":"InternalServerException"}
+      ],
+      "documentation":"<p> Lists all inference events that have been found for the specified inference scheduler. </p>"
+    },
     "ListInferenceExecutions":{
       "name":"ListInferenceExecutions",
       "http":{
@@ -956,7 +973,7 @@
         },
         "CreatedAt":{
           "shape":"Timestamp",
-          "documentation":"<p>Specifies the time the dataset was created in Amazon Lookout for Equipment. </p>"
+          "documentation":"<p>Specifies the time the dataset was created in Lookout for Equipment. </p>"
         },
         "LastUpdatedAt":{
           "shape":"Timestamp",
@@ -1180,6 +1197,10 @@
       },
       "documentation":"<p> Entity that comprises information abount duplicate timestamps in the dataset. </p>"
     },
+    "EventDurationInSeconds":{
+      "type":"long",
+      "min":0
+    },
     "FileNameTimestampFormat":{
       "type":"string",
       "pattern":"^EPOCH|yyyy-MM-dd-HH-mm-ss|yyyyMMddHHmmss$"
@@ -1197,6 +1218,40 @@
       "min":1,
       "pattern":"\\p{ASCII}{1,256}"
     },
+    "InferenceEventSummaries":{
+      "type":"list",
+      "member":{"shape":"InferenceEventSummary"}
+    },
+    "InferenceEventSummary":{
+      "type":"structure",
+      "members":{
+        "InferenceSchedulerArn":{
+          "shape":"InferenceSchedulerArn",
+          "documentation":"<p> The Amazon Resource Name (ARN) of the inference scheduler being used for the inference event. </p>"
+        },
+        "InferenceSchedulerName":{
+          "shape":"InferenceSchedulerName",
+          "documentation":"<p>The name of the inference scheduler being used for the inference events. </p>"
+        },
+        "EventStartTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>Indicates the starting time of an inference event. </p>"
+        },
+        "EventEndTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>Indicates the ending time of an inference event. </p>"
+        },
+        "Diagnostics":{
+          "shape":"ModelMetrics",
+          "documentation":"<p> An array which specifies the names and values of all sensors contributing to an inference event.</p>"
+        },
+        "EventDurationInSeconds":{
+          "shape":"EventDurationInSeconds",
+          "documentation":"<p> Indicates the size of an inference event in seconds. </p>"
+        }
+      },
+      "documentation":"<p>Contains information about the specific inference event, including start and end time, diagnostics information, event duration and so on.</p>"
+    },
     "InferenceExecutionStatus":{
       "type":"string",
       "enum":[
@@ -1642,6 +1697,49 @@
         }
       }
     },
+    "ListInferenceEventsRequest":{
+      "type":"structure",
+      "required":[
+        "InferenceSchedulerName",
+        "IntervalStartTime",
+        "IntervalEndTime"
+      ],
+      "members":{
+        "NextToken":{
+          "shape":"NextToken",
+          "documentation":"<p>An opaque pagination token indicating where to continue the listing of inference events.</p>"
+        },
+        "MaxResults":{
+          "shape":"MaxResults",
+          "documentation":"<p>Specifies the maximum number of inference events to list. </p>"
+        },
+        "InferenceSchedulerName":{
+          "shape":"InferenceSchedulerIdentifier",
+          "documentation":"<p>The name of the inference scheduler for the inference events listed. </p>"
+        },
+        "IntervalStartTime":{
+          "shape":"Timestamp",
+          "documentation":"<p> Lookout for Equipment will return all the inference events with start time equal to or greater than the start time given.</p>"
+        },
+        "IntervalEndTime":{
+          "shape":"Timestamp",
+          "documentation":"<p>Lookout for Equipment will return all the inference events with end time equal to or less than the end time given.</p>"
+        }
+      }
+    },
+    "ListInferenceEventsResponse":{
+      "type":"structure",
+      "members":{
+        "NextToken":{
+          "shape":"NextToken",
+          "documentation":"<p>An opaque pagination token indicating where to continue the listing of inference executions. </p>"
+        },
+        "InferenceEventSummaries":{
+          "shape":"InferenceEventSummaries",
+          "documentation":"<p>Provides an array of information about the individual inference events returned from the <code>ListInferenceEvents</code> operation, including scheduler used, event start time, event end time, diagnostics, and so on. </p>"
+        }
+      }
+    },
     "ListInferenceExecutionsRequest":{
       "type":"structure",
       "required":["InferenceSchedulerName"],
@@ -2002,7 +2100,7 @@
       "type":"string",
       "max":1024,
       "min":0,
-      "pattern":"(^$)|([\\P{M}\\p{M}]{1,1023}/$)"
+      "pattern":"(^$)|([\\u0009\\u000A\\u000D\\u0020-\\u00FF]{1,1023}/$)"
     },
     "SensorName":{
       "type":"string",

diff --git a/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.paginators.json b/generator/ServiceModels/lookoutequipment/lookoutequipment-2020-12-15.paginators.json
@@ -10,6 +10,11 @@
       "output_token": "NextToken",
       "limit_key": "MaxResults"
     },
+    "ListInferenceEvents": {
+      "input_token": "NextToken",
+      "output_token": "NextToken",
+      "limit_key": "MaxResults"
+    },
     "ListInferenceExecutions": {
       "input_token": "NextToken",
       "output_token": "NextToken",