* [ML][Data Frame] improve pivot nested field validations * addressing pr comments
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@ -33,6 +33,8 @@ import java.util.List;
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import java.util.Map;
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import java.util.Objects;
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import static org.elasticsearch.action.ValidateActions.addValidationError;
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public class PreviewDataFrameTransformAction extends Action<PreviewDataFrameTransformAction.Response> {
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public static final PreviewDataFrameTransformAction INSTANCE = new PreviewDataFrameTransformAction();
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@ -94,8 +96,15 @@ public class PreviewDataFrameTransformAction extends Action<PreviewDataFrameTran
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@Override
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public ActionRequestValidationException validate() {
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return null;
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ActionRequestValidationException validationException = null;
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if(config.getPivotConfig() != null) {
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for(String failure : config.getPivotConfig().aggFieldValidation()) {
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validationException = addValidationError(failure, validationException);
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}
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}
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return validationException;
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}
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@Override
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public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
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@ -75,7 +75,7 @@ setup:
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"pivot": {
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"group_by": {
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"airline": {"terms": {"field": "airline"}},
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"by-hour": {"date_histogram": {"fixed_interval": "1h", "field": "time", "format": "yyyy-MM-dd HH"}}},
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"by-hour": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}},
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"aggs": {
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"avg_response": {"avg": {"field": "responsetime"}},
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"time.max": {"max": {"field": "time"}},
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@ -84,17 +84,17 @@ setup:
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}
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}
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- match: { preview.0.airline: foo }
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- match: { preview.0.by-hour: "2017-02-18 00" }
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- match: { preview.0.by-hour: 1487376000000 }
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- match: { preview.0.avg_response: 1.0 }
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- match: { preview.0.time.max: "2017-02-18T00:30:00.000Z" }
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- match: { preview.0.time.min: "2017-02-18T00:00:00.000Z" }
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- match: { preview.1.airline: bar }
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- match: { preview.1.by-hour: "2017-02-18 01" }
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- match: { preview.1.by-hour: 1487379600000 }
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- match: { preview.1.avg_response: 42.0 }
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- match: { preview.1.time.max: "2017-02-18T01:00:00.000Z" }
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- match: { preview.1.time.min: "2017-02-18T01:00:00.000Z" }
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- match: { preview.2.airline: foo }
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- match: { preview.2.by-hour: "2017-02-18 01" }
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- match: { preview.2.by-hour: 1487379600000 }
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- match: { preview.2.avg_response: 42.0 }
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- match: { preview.2.time.max: "2017-02-18T01:01:00.000Z" }
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- match: { preview.2.time.min: "2017-02-18T01:01:00.000Z" }
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@ -123,22 +123,22 @@ setup:
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"pivot": {
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"group_by": {
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"airline": {"terms": {"field": "airline"}},
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"by-hour": {"date_histogram": {"fixed_interval": "1h", "field": "time", "format": "yyyy-MM-dd HH"}}},
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"by-hour": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}},
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"aggs": {
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"avg_response": {"avg": {"field": "responsetime"}}
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}
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}
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}
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- match: { preview.0.airline: foo }
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- match: { preview.0.by-hour: "2017-02-18 00" }
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- match: { preview.0.by-hour: 1487376000000 }
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- match: { preview.0.avg_response: 1.0 }
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- match: { preview.0.my_field: 42 }
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- match: { preview.1.airline: bar }
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- match: { preview.1.by-hour: "2017-02-18 01" }
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- match: { preview.1.by-hour: 1487379600000 }
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- match: { preview.1.avg_response: 42.0 }
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- match: { preview.1.my_field: 42 }
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- match: { preview.2.airline: foo }
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- match: { preview.2.by-hour: "2017-02-18 01" }
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- match: { preview.2.by-hour: 1487379600000 }
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- match: { preview.2.avg_response: 42.0 }
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- match: { preview.2.my_field: 42 }
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@ -166,7 +166,7 @@ setup:
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"pivot": {
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"group_by": {
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"airline": {"terms": {"field": "airline"}},
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"by-hour": {"date_histogram": {"fixed_interval": "1h", "field": "time", "format": "yyyy-MM-dd HH"}}},
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"by-hour": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}},
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"aggs": {"avg_response": {"avg": {"field": "responsetime"}}}
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}
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}
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@ -180,7 +180,7 @@ setup:
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"source": { "index": "airline-data" },
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"pivot": {
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"group_by": {
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"time": {"date_histogram": {"fixed_interval": "1h", "field": "time", "format": "yyyy-MM-DD HH"}}},
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"time": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}},
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"aggs": {
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"avg_response": {"avg": {"field": "responsetime"}},
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"time.min": {"min": {"field": "time"}}
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@ -189,20 +189,43 @@ setup:
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}
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- do:
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catch: /mixed object types of nested and non-nested fields \[time.min\]/
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catch: /field \[time\] cannot be both an object and a field/
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data_frame.preview_data_frame_transform:
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body: >
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{
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"source": { "index": "airline-data" },
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"pivot": {
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"group_by": {
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"time": {"date_histogram": {"fixed_interval": "1h", "field": "time", "format": "yyyy-MM-DD HH"}}},
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"time": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}},
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"aggs": {
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"avg_response": {"avg": {"field": "responsetime"}},
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"time.min": {"min": {"field": "time"}}
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}
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}
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}
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- do:
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catch: /field \[super_metric\] cannot be both an object and a field/
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data_frame.preview_data_frame_transform:
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body: >
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{
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"source": { "index": "airline-data" },
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"pivot": {
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"group_by": {
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"time": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}},
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"aggs": {
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"avg_response": {"avg": {"field": "responsetime"}},
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"super_metric.time": {"min": {"field": "time"}},
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"super_metric": {
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"scripted_metric": {
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"init_script": "",
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"map_script": "",
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"combine_script": "",
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"reduce_script": "return ['value1': 1, 'value2':2]"
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}
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}
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}
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}
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}
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---
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"Test preview with missing pipeline":
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- do:
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@ -214,7 +237,7 @@ setup:
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"dest": { "pipeline": "missing-pipeline" },
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"pivot": {
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"group_by": {
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"time": {"date_histogram": {"fixed_interval": "1h", "field": "time", "format": "yyyy-MM-DD HH"}}},
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"time": {"date_histogram": {"fixed_interval": "1h", "field": "time"}}},
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"aggs": {
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"avg_response": {"avg": {"field": "responsetime"}},
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"time.min": {"min": {"field": "time"}}
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