Examples with MetricExpression com.linkedin.thirdeye.client.MetricExpression used on opensource projects

Example 11 with MetricExpression

use of com.linkedin.thirdeye.client.MetricExpression in project pinot by linkedin.

the class TabularViewHandler method generateTimeOnTimeComparisonRequest.

private TimeOnTimeComparisonRequest generateTimeOnTimeComparisonRequest(TabularViewRequest request) throws Exception {
    TimeOnTimeComparisonRequest comparisonRequest = new TimeOnTimeComparisonRequest();
    String collection = request.getCollection();
    DateTime baselineStart = request.getBaselineStart();
    DateTime baselineEnd = request.getBaselineEnd();
    DateTime currentStart = request.getCurrentStart();
    DateTime currentEnd = request.getCurrentEnd();
    DatasetConfigDTO datasetConfig = CACHE_REGISTRY.getDatasetConfigCache().get(collection);
    TimeSpec timespec = ThirdEyeUtils.getTimeSpecFromDatasetConfig(datasetConfig);
    if (!request.getTimeGranularity().getUnit().equals(TimeUnit.DAYS) || !StringUtils.isBlank(timespec.getFormat())) {
        comparisonRequest.setEndDateInclusive(true);
    }
    Multimap<String, String> filters = request.getFilters();
    List<MetricExpression> metricExpressions = request.getMetricExpressions();
    comparisonRequest.setCollectionName(collection);
    comparisonRequest.setBaselineStart(baselineStart);
    comparisonRequest.setBaselineEnd(baselineEnd);
    comparisonRequest.setCurrentStart(currentStart);
    comparisonRequest.setCurrentEnd(currentEnd);
    comparisonRequest.setFilterSet(filters);
    comparisonRequest.setMetricExpressions(metricExpressions);
    comparisonRequest.setAggregationTimeGranularity(request.getTimeGranularity());
    return comparisonRequest;
}

Example 12 with MetricExpression

use of com.linkedin.thirdeye.client.MetricExpression in project pinot by linkedin.

the class SeverityComputationUtil method createThirdEyeRequest.

private ThirdEyeRequest createThirdEyeRequest(long currentWindowStart, long currentWindowEnd) throws ExecutionException {
    ThirdEyeRequestBuilder requestBuilder = ThirdEyeRequest.newBuilder();
    requestBuilder.setCollection(collectionName);
    requestBuilder.setStartTimeInclusive(new DateTime(currentWindowStart));
    requestBuilder.setEndTimeExclusive(new DateTime(currentWindowEnd));
    // requestBuilder.setFilterSet(comparisonRequest.getFilterSet());
    // requestBuilder.addGroupBy(comparisonRequest.getGroupByDimensions());
    requestBuilder.setGroupByTimeGranularity(null);
    List<MetricExpression> metricExpressions = Utils.convertToMetricExpressions(metricName, MetricAggFunction.SUM, collectionName);
    requestBuilder.setMetricFunctions(metricExpressions.get(0).computeMetricFunctions());
    ThirdEyeRequest thirdEyeRequest = requestBuilder.build("test-" + System.currentTimeMillis());
    return thirdEyeRequest;
}

Example 13 with MetricExpression

use of com.linkedin.thirdeye.client.MetricExpression in project pinot by linkedin.

the class ContributorTest method main.

public static void main(String[] args) throws Exception {
    ContributorViewRequest request = new ContributorViewRequest();
    String collection = "thirdeyeAbook";
    DateTime baselineStart = new DateTime(2016, 3, 23, 00, 00);
    List<MetricExpression> metricExpressions = new ArrayList<>();
    metricExpressions.add(new MetricExpression("__COUNT", "__COUNT"));
    request.setCollection(collection);
    request.setBaselineStart(baselineStart);
    request.setBaselineEnd(baselineStart.plusDays(1));
    request.setCurrentStart(baselineStart.plusDays(7));
    request.setCurrentEnd(baselineStart.plusDays(8));
    request.setTimeGranularity(new TimeGranularity(1, TimeUnit.HOURS));
    request.setMetricExpressions(metricExpressions);
    // TODO
    PinotThirdEyeClient pinotThirdEyeClient = PinotThirdEyeClient.getDefaultTestClient();
    // make
    // this
    // configurable;
    QueryCache queryCache = new QueryCache(pinotThirdEyeClient, Executors.newFixedThreadPool(10));
    ContributorViewHandler handler = new ContributorViewHandler(queryCache);
    ContributorViewResponse response = handler.process(request);
    ObjectMapper mapper = new ObjectMapper();
    String jsonResponse = mapper.writeValueAsString(response);
    System.out.println(jsonResponse);
}

Example 14 with MetricExpression

use of com.linkedin.thirdeye.client.MetricExpression in project pinot by linkedin.

the class HeatMapTest method main.

public static void main(String[] args) throws Exception {
    HeatMapViewRequest request = new HeatMapViewRequest();
    String collection = "thirdeyeAbook";
    DateTime baselineStart = new DateTime(2016, 3, 23, 00, 00);
    List<MetricExpression> metricExpressions = new ArrayList<>();
    metricExpressions.add(new MetricExpression("__COUNT", "__COUNT"));
    request.setCollection(collection);
    request.setBaselineStart(baselineStart);
    request.setBaselineEnd(baselineStart.plusHours(1));
    request.setCurrentStart(baselineStart.plusDays(7));
    request.setCurrentEnd(baselineStart.plusDays(7).plusHours(1));
    request.setTimeGranularity(new TimeGranularity(1, TimeUnit.HOURS));
    request.setMetricExpressions(metricExpressions);
    // TODO
    PinotThirdEyeClient pinotThirdEyeClient = PinotThirdEyeClient.getDefaultTestClient();
    // make
    // this
    // configurable;
    QueryCache queryCache = new QueryCache(pinotThirdEyeClient, Executors.newFixedThreadPool(10));
    HeatMapViewHandler handler = new HeatMapViewHandler(queryCache);
    HeatMapViewResponse response = handler.process(request);
    ObjectMapper mapper = new ObjectMapper();
    String jsonResponse = mapper.writeValueAsString(response);
    System.out.println(jsonResponse);
}

Example 15 with MetricExpression

use of com.linkedin.thirdeye.client.MetricExpression in project pinot by linkedin.

the class TabularTest method main.

public static void main(String[] args) throws Exception {
    TabularViewRequest request = new TabularViewRequest();
    String collection = "thirdeyeAbook";
    DateTime baselineStart = new DateTime(2016, 3, 23, 00, 00);
    List<MetricExpression> metricExpressions = new ArrayList<>();
    metricExpressions.add(new MetricExpression("__COUNT", "__COUNT"));
    request.setCollection(collection);
    request.setBaselineStart(baselineStart);
    request.setBaselineEnd(baselineStart.plusDays(1));
    request.setCurrentStart(baselineStart.plusDays(7));
    request.setCurrentEnd(baselineStart.plusDays(8));
    request.setTimeGranularity(new TimeGranularity(1, TimeUnit.HOURS));
    request.setMetricExpressions(metricExpressions);
    // TODO
    PinotThirdEyeClient pinotThirdEyeClient = PinotThirdEyeClient.getDefaultTestClient();
    // make
    // this
    // configurable;
    QueryCache queryCache = new QueryCache(pinotThirdEyeClient, Executors.newFixedThreadPool(10));
    TabularViewHandler handler = new TabularViewHandler(queryCache);
    TabularViewResponse response = handler.process(request);
    ObjectMapper mapper = new ObjectMapper();
    String jsonResponse = mapper.writeValueAsString(response);
    System.out.println(jsonResponse);
}