Merge pull request #20442 from cbuescher/rankEval-removeTopLevelId
RankEval: Remove top level `spec_id`
This commit is contained in:
commit
10d465f946
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@ -44,8 +44,6 @@ import java.util.Objects;
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**/
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**/
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//TODO instead of just returning averages over complete results, think of other statistics, micro avg, macro avg, partial results
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//TODO instead of just returning averages over complete results, think of other statistics, micro avg, macro avg, partial results
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public class RankEvalResponse extends ActionResponse implements ToXContent {
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public class RankEvalResponse extends ActionResponse implements ToXContent {
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/**ID of QA specification this result was generated for.*/
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private String specId;
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/**Average precision observed when issuing query intents with this specification.*/
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/**Average precision observed when issuing query intents with this specification.*/
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private double qualityLevel;
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private double qualityLevel;
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/**Mapping from intent id to all documents seen for this intent that were not annotated.*/
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/**Mapping from intent id to all documents seen for this intent that were not annotated.*/
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@ -54,17 +52,11 @@ public class RankEvalResponse extends ActionResponse implements ToXContent {
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public RankEvalResponse() {
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public RankEvalResponse() {
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}
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}
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public RankEvalResponse(String specId, double qualityLevel, Map<String, Collection<RatedDocumentKey>> unknownDocs) {
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public RankEvalResponse(double qualityLevel, Map<String, Collection<RatedDocumentKey>> unknownDocs) {
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this.specId = specId;
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this.qualityLevel = qualityLevel;
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this.qualityLevel = qualityLevel;
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this.unknownDocs = unknownDocs;
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this.unknownDocs = unknownDocs;
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}
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}
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public String getSpecId() {
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return specId;
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}
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public double getQualityLevel() {
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public double getQualityLevel() {
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return qualityLevel;
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return qualityLevel;
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}
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}
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@ -75,13 +67,12 @@ public class RankEvalResponse extends ActionResponse implements ToXContent {
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@Override
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@Override
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public String toString() {
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public String toString() {
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return "RankEvalResponse, ID :[" + specId + "], quality: " + qualityLevel + ", unknown docs: " + unknownDocs;
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return "RankEvalResponse, quality: " + qualityLevel + ", unknown docs: " + unknownDocs;
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}
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}
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@Override
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@Override
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public void writeTo(StreamOutput out) throws IOException {
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public void writeTo(StreamOutput out) throws IOException {
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super.writeTo(out);
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super.writeTo(out);
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out.writeString(specId);
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out.writeDouble(qualityLevel);
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out.writeDouble(qualityLevel);
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out.writeVInt(unknownDocs.size());
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out.writeVInt(unknownDocs.size());
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for (String queryId : unknownDocs.keySet()) {
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for (String queryId : unknownDocs.keySet()) {
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@ -97,7 +88,6 @@ public class RankEvalResponse extends ActionResponse implements ToXContent {
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@Override
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@Override
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public void readFrom(StreamInput in) throws IOException {
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public void readFrom(StreamInput in) throws IOException {
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super.readFrom(in);
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super.readFrom(in);
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this.specId = in.readString();
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this.qualityLevel = in.readDouble();
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this.qualityLevel = in.readDouble();
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int unknownDocumentSets = in.readVInt();
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int unknownDocumentSets = in.readVInt();
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this.unknownDocs = new HashMap<>(unknownDocumentSets);
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this.unknownDocs = new HashMap<>(unknownDocumentSets);
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@ -115,7 +105,6 @@ public class RankEvalResponse extends ActionResponse implements ToXContent {
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@Override
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@Override
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public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
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public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
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builder.startObject("rank_eval");
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builder.startObject("rank_eval");
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builder.field("spec_id", specId);
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builder.field("quality_level", qualityLevel);
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builder.field("quality_level", qualityLevel);
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builder.startObject("unknown_docs");
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builder.startObject("unknown_docs");
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for (String key : unknownDocs.keySet()) {
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for (String key : unknownDocs.keySet()) {
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@ -144,13 +133,12 @@ public class RankEvalResponse extends ActionResponse implements ToXContent {
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return false;
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return false;
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}
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}
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RankEvalResponse other = (RankEvalResponse) obj;
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RankEvalResponse other = (RankEvalResponse) obj;
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return Objects.equals(specId, other.specId) &&
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return Objects.equals(qualityLevel, other.qualityLevel) &&
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Objects.equals(qualityLevel, other.qualityLevel) &&
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Objects.equals(unknownDocs, other.unknownDocs);
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Objects.equals(unknownDocs, other.unknownDocs);
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}
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}
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@Override
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@Override
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public final int hashCode() {
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public final int hashCode() {
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return Objects.hash(getClass(), specId, qualityLevel, unknownDocs);
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return Objects.hash(getClass(), qualityLevel, unknownDocs);
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}
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}
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}
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}
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@ -47,15 +47,12 @@ public class RankEvalSpec extends ToXContentToBytes implements Writeable {
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private Collection<RatedRequest> ratedRequests = new ArrayList<>();
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private Collection<RatedRequest> ratedRequests = new ArrayList<>();
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/** Definition of the quality metric, e.g. precision at N */
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/** Definition of the quality metric, e.g. precision at N */
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private RankedListQualityMetric metric;
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private RankedListQualityMetric metric;
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/** a unique id for the whole QA task */
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private String specId;
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public RankEvalSpec() {
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public RankEvalSpec() {
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// TODO think if no args ctor is okay
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// TODO think if no args ctor is okay
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}
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}
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public RankEvalSpec(String specId, Collection<RatedRequest> specs, RankedListQualityMetric metric) {
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public RankEvalSpec(Collection<RatedRequest> specs, RankedListQualityMetric metric) {
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this.specId = specId;
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this.ratedRequests = specs;
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this.ratedRequests = specs;
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this.metric = metric;
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this.metric = metric;
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}
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}
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@ -67,7 +64,6 @@ public class RankEvalSpec extends ToXContentToBytes implements Writeable {
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ratedRequests.add(new RatedRequest(in));
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ratedRequests.add(new RatedRequest(in));
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}
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}
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metric = in.readNamedWriteable(RankedListQualityMetric.class);
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metric = in.readNamedWriteable(RankedListQualityMetric.class);
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specId = in.readString();
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}
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}
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@Override
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@Override
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@ -77,21 +73,12 @@ public class RankEvalSpec extends ToXContentToBytes implements Writeable {
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spec.writeTo(out);
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spec.writeTo(out);
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}
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}
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out.writeNamedWriteable(metric);
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out.writeNamedWriteable(metric);
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out.writeString(specId);
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}
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}
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public void setEval(RankedListQualityMetric eval) {
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public void setEval(RankedListQualityMetric eval) {
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this.metric = eval;
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this.metric = eval;
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}
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}
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public void setTaskId(String taskId) {
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this.specId = taskId;
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}
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public String getTaskId() {
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return this.specId;
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}
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/** Returns the precision at n configuration (containing level of n to consider).*/
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/** Returns the precision at n configuration (containing level of n to consider).*/
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public RankedListQualityMetric getEvaluator() {
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public RankedListQualityMetric getEvaluator() {
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return metric;
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return metric;
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@ -112,13 +99,11 @@ public class RankEvalSpec extends ToXContentToBytes implements Writeable {
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this.ratedRequests = specifications;
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this.ratedRequests = specifications;
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}
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}
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private static final ParseField SPECID_FIELD = new ParseField("spec_id");
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private static final ParseField METRIC_FIELD = new ParseField("metric");
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private static final ParseField METRIC_FIELD = new ParseField("metric");
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private static final ParseField REQUESTS_FIELD = new ParseField("requests");
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private static final ParseField REQUESTS_FIELD = new ParseField("requests");
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private static final ObjectParser<RankEvalSpec, RankEvalContext> PARSER = new ObjectParser<>("rank_eval", RankEvalSpec::new);
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private static final ObjectParser<RankEvalSpec, RankEvalContext> PARSER = new ObjectParser<>("rank_eval", RankEvalSpec::new);
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static {
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static {
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PARSER.declareString(RankEvalSpec::setTaskId, SPECID_FIELD);
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PARSER.declareObject(RankEvalSpec::setEvaluator, (p, c) -> {
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PARSER.declareObject(RankEvalSpec::setEvaluator, (p, c) -> {
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try {
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try {
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return RankedListQualityMetric.fromXContent(p, c);
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return RankedListQualityMetric.fromXContent(p, c);
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@ -138,7 +123,6 @@ public class RankEvalSpec extends ToXContentToBytes implements Writeable {
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@Override
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@Override
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public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
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public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
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builder.startObject();
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builder.startObject();
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builder.field(SPECID_FIELD.getPreferredName(), this.specId);
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builder.startArray(REQUESTS_FIELD.getPreferredName());
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builder.startArray(REQUESTS_FIELD.getPreferredName());
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for (RatedRequest spec : this.ratedRequests) {
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for (RatedRequest spec : this.ratedRequests) {
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spec.toXContent(builder, params);
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spec.toXContent(builder, params);
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@ -162,13 +146,12 @@ public class RankEvalSpec extends ToXContentToBytes implements Writeable {
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return false;
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return false;
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}
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}
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RankEvalSpec other = (RankEvalSpec) obj;
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RankEvalSpec other = (RankEvalSpec) obj;
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return Objects.equals(specId, other.specId) &&
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return Objects.equals(ratedRequests, other.ratedRequests) &&
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Objects.equals(ratedRequests, other.ratedRequests) &&
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Objects.equals(metric, other.metric);
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Objects.equals(metric, other.metric);
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}
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}
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@Override
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@Override
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public final int hashCode() {
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public final int hashCode() {
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return Objects.hash(specId, ratedRequests, metric);
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return Objects.hash(ratedRequests, metric);
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}
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}
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}
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}
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@ -112,7 +112,7 @@ public class TransportRankEvalAction extends HandledTransportAction<RankEvalRequ
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if (responseCounter.decrementAndGet() < 1) {
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if (responseCounter.decrementAndGet() < 1) {
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// TODO add other statistics like micro/macro avg?
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// TODO add other statistics like micro/macro avg?
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listener.onResponse(
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listener.onResponse(
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new RankEvalResponse(task.getTaskId(), task.getEvaluator().combine(partialResults.values()), unknownDocs));
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new RankEvalResponse(task.getEvaluator().combine(partialResults.values()), unknownDocs));
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}
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}
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}
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}
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@ -70,20 +70,18 @@ public class RankEvalRequestTests extends ESIntegTestCase {
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List<String> indices = Arrays.asList(new String[] { "test" });
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List<String> indices = Arrays.asList(new String[] { "test" });
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List<String> types = Arrays.asList(new String[] { "testtype" });
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List<String> types = Arrays.asList(new String[] { "testtype" });
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String specId = randomAsciiOfLength(10);
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List<RatedRequest> specifications = new ArrayList<>();
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List<RatedRequest> specifications = new ArrayList<>();
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SearchSourceBuilder testQuery = new SearchSourceBuilder();
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SearchSourceBuilder testQuery = new SearchSourceBuilder();
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testQuery.query(new MatchAllQueryBuilder());
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testQuery.query(new MatchAllQueryBuilder());
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specifications.add(new RatedRequest("amsterdam_query", testQuery, indices, types, createRelevant("2", "3", "4", "5")));
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specifications.add(new RatedRequest("amsterdam_query", testQuery, indices, types, createRelevant("2", "3", "4", "5")));
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specifications.add(new RatedRequest("berlin_query", testQuery, indices, types, createRelevant("1")));
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specifications.add(new RatedRequest("berlin_query", testQuery, indices, types, createRelevant("1")));
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RankEvalSpec task = new RankEvalSpec(specId, specifications, new PrecisionAtN(10));
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RankEvalSpec task = new RankEvalSpec(specifications, new PrecisionAtN(10));
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RankEvalRequestBuilder builder = new RankEvalRequestBuilder(client(), RankEvalAction.INSTANCE, new RankEvalRequest());
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RankEvalRequestBuilder builder = new RankEvalRequestBuilder(client(), RankEvalAction.INSTANCE, new RankEvalRequest());
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builder.setRankEvalSpec(task);
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builder.setRankEvalSpec(task);
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RankEvalResponse response = client().execute(RankEvalAction.INSTANCE, builder.request()).actionGet();
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RankEvalResponse response = client().execute(RankEvalAction.INSTANCE, builder.request()).actionGet();
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assertEquals(specId, response.getSpecId());
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assertEquals(1.0, response.getQualityLevel(), Double.MIN_VALUE);
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assertEquals(1.0, response.getQualityLevel(), Double.MIN_VALUE);
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Set<Entry<String, Collection<RatedDocumentKey>>> entrySet = response.getUnknownDocs().entrySet();
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Set<Entry<String, Collection<RatedDocumentKey>>> entrySet = response.getUnknownDocs().entrySet();
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assertEquals(2, entrySet.size());
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assertEquals(2, entrySet.size());
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@ -104,7 +102,6 @@ public class RankEvalRequestTests extends ESIntegTestCase {
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List<String> indices = Arrays.asList(new String[] { "test" });
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List<String> indices = Arrays.asList(new String[] { "test" });
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List<String> types = Arrays.asList(new String[] { "testtype" });
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List<String> types = Arrays.asList(new String[] { "testtype" });
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String specId = randomAsciiOfLength(10);
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List<RatedRequest> specifications = new ArrayList<>();
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List<RatedRequest> specifications = new ArrayList<>();
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SearchSourceBuilder amsterdamQuery = new SearchSourceBuilder();
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SearchSourceBuilder amsterdamQuery = new SearchSourceBuilder();
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amsterdamQuery.query(new MatchAllQueryBuilder());
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amsterdamQuery.query(new MatchAllQueryBuilder());
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@ -114,7 +111,7 @@ public class RankEvalRequestTests extends ESIntegTestCase {
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brokenQuery.query(brokenRangeQuery);
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brokenQuery.query(brokenRangeQuery);
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specifications.add(new RatedRequest("broken_query", brokenQuery, indices, types, createRelevant("1")));
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specifications.add(new RatedRequest("broken_query", brokenQuery, indices, types, createRelevant("1")));
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RankEvalSpec task = new RankEvalSpec(specId, specifications, new PrecisionAtN(10));
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RankEvalSpec task = new RankEvalSpec(specifications, new PrecisionAtN(10));
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RankEvalRequestBuilder builder = new RankEvalRequestBuilder(client(), RankEvalAction.INSTANCE, new RankEvalRequest());
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RankEvalRequestBuilder builder = new RankEvalRequestBuilder(client(), RankEvalAction.INSTANCE, new RankEvalRequest());
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builder.setRankEvalSpec(task);
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builder.setRankEvalSpec(task);
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@ -47,7 +47,7 @@ public class RankEvalResponseTests extends ESTestCase {
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}
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}
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unknownDocs.put(randomAsciiOfLength(5), ids);
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unknownDocs.put(randomAsciiOfLength(5), ids);
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}
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}
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return new RankEvalResponse(randomAsciiOfLengthBetween(1, 10), randomDouble(), unknownDocs );
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return new RankEvalResponse(randomDouble(), unknownDocs );
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}
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}
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public void testSerialization() throws IOException {
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public void testSerialization() throws IOException {
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@ -80,7 +80,6 @@ public class RankEvalSpecTests extends ESTestCase {
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specs.add(RatedRequestsTests.createTestItem(indices, types));
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specs.add(RatedRequestsTests.createTestItem(indices, types));
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}
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}
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String specId = randomAsciiOfLengthBetween(1, 10); // TODO we should reject zero length ids ...
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RankedListQualityMetric metric;
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RankedListQualityMetric metric;
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if (randomBoolean()) {
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if (randomBoolean()) {
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metric = PrecisionAtNTests.createTestItem();
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metric = PrecisionAtNTests.createTestItem();
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@ -88,7 +87,7 @@ public class RankEvalSpecTests extends ESTestCase {
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metric = DiscountedCumulativeGainAtTests.createTestItem();
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metric = DiscountedCumulativeGainAtTests.createTestItem();
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}
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}
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RankEvalSpec testItem = new RankEvalSpec(specId, specs, metric);
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RankEvalSpec testItem = new RankEvalSpec(specs, metric);
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XContentParser itemParser = XContentTestHelper.roundtrip(testItem);
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XContentParser itemParser = XContentTestHelper.roundtrip(testItem);
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@ -40,8 +40,7 @@
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- do:
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- do:
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rank_eval:
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rank_eval:
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body: {
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body: {
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"spec_id" : "cities_qa_queries",
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"requests" : [
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"requests" : [
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{
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{
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"id": "amsterdam_query",
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"id": "amsterdam_query",
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@ -60,7 +59,6 @@
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"metric" : { "precisionatn": { "size": 10}}
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"metric" : { "precisionatn": { "size": 10}}
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}
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}
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- match: {rank_eval.spec_id: "cities_qa_queries"}
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- match: {rank_eval.quality_level: 1}
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- match: {rank_eval.quality_level: 1}
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- match: {rank_eval.unknown_docs.amsterdam_query: [ {"index": "foo", "type": "bar", "doc_id": "doc4"}]}
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- match: {rank_eval.unknown_docs.amsterdam_query: [ {"index": "foo", "type": "bar", "doc_id": "doc4"}]}
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- match: {rank_eval.unknown_docs.berlin_query: [ {"index": "foo", "type": "bar", "doc_id": "doc4"}]}
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- match: {rank_eval.unknown_docs.berlin_query: [ {"index": "foo", "type": "bar", "doc_id": "doc4"}]}
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@ -107,8 +105,7 @@
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- do:
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- do:
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rank_eval:
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rank_eval:
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body: {
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body: {
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"spec_id" : "cities_qa_queries",
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"requests" : [
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"requests" : [
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{
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{
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"id": "amsterdam_query",
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"id": "amsterdam_query",
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@ -126,14 +123,12 @@
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"metric" : { "reciprocal_rank": {} }
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"metric" : { "reciprocal_rank": {} }
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}
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}
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- match: {rank_eval.spec_id: "cities_qa_queries"}
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# average is (1/3 + 1/2)/2 = 5/12 ~ 0.41666666666666663
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# average is (1/3 + 1/2)/2 = 5/12 ~ 0.41666666666666663
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- match: {rank_eval.quality_level: 0.41666666666666663}
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- match: {rank_eval.quality_level: 0.41666666666666663}
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- do:
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- do:
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rank_eval:
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rank_eval:
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body: {
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body: {
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"spec_id" : "cities_qa_queries",
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|
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"requests" : [
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"requests" : [
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{
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{
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"id": "amsterdam_query",
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"id": "amsterdam_query",
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@ -155,6 +150,5 @@
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}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
- match: {rank_eval.spec_id: "cities_qa_queries"}
|
|
||||||
# average is (0 + 1/2)/2 = 1/4
|
# average is (0 + 1/2)/2 = 1/4
|
||||||
- match: {rank_eval.quality_level: 0.25}
|
- match: {rank_eval.quality_level: 0.25}
|
||||||
|
|
|
@ -47,7 +47,6 @@
|
||||||
- do:
|
- do:
|
||||||
rank_eval:
|
rank_eval:
|
||||||
body: {
|
body: {
|
||||||
"spec_id" : "dcg_qa_queries",
|
|
||||||
"requests" : [
|
"requests" : [
|
||||||
{
|
{
|
||||||
"id": "dcg_query",
|
"id": "dcg_query",
|
||||||
|
@ -64,7 +63,6 @@
|
||||||
"metric" : { "dcg_at_n": { "size": 6}}
|
"metric" : { "dcg_at_n": { "size": 6}}
|
||||||
}
|
}
|
||||||
|
|
||||||
- match: {rank_eval.spec_id: "dcg_qa_queries"}
|
|
||||||
- match: {rank_eval.quality_level: 13.84826362927298}
|
- match: {rank_eval.quality_level: 13.84826362927298}
|
||||||
|
|
||||||
# reverse the order in which the results are returned (less relevant docs first)
|
# reverse the order in which the results are returned (less relevant docs first)
|
||||||
|
@ -72,7 +70,6 @@
|
||||||
- do:
|
- do:
|
||||||
rank_eval:
|
rank_eval:
|
||||||
body: {
|
body: {
|
||||||
"spec_id" : "dcg_qa_queries",
|
|
||||||
"requests" : [
|
"requests" : [
|
||||||
{
|
{
|
||||||
"id": "dcg_query_reverse",
|
"id": "dcg_query_reverse",
|
||||||
|
@ -89,7 +86,6 @@
|
||||||
"metric" : { "dcg_at_n": { "size": 6}}
|
"metric" : { "dcg_at_n": { "size": 6}}
|
||||||
}
|
}
|
||||||
|
|
||||||
- match: {rank_eval.spec_id: "dcg_qa_queries"}
|
|
||||||
- match: {rank_eval.quality_level: 10.29967439154499}
|
- match: {rank_eval.quality_level: 10.29967439154499}
|
||||||
|
|
||||||
# if we mix both, we should get the average
|
# if we mix both, we should get the average
|
||||||
|
@ -97,7 +93,6 @@
|
||||||
- do:
|
- do:
|
||||||
rank_eval:
|
rank_eval:
|
||||||
body: {
|
body: {
|
||||||
"spec_id" : "dcg_qa_queries",
|
|
||||||
"requests" : [
|
"requests" : [
|
||||||
{
|
{
|
||||||
"id": "dcg_query",
|
"id": "dcg_query",
|
||||||
|
@ -125,5 +120,4 @@
|
||||||
"metric" : { "dcg_at_n": { "size": 6}}
|
"metric" : { "dcg_at_n": { "size": 6}}
|
||||||
}
|
}
|
||||||
|
|
||||||
- match: {rank_eval.spec_id: "dcg_qa_queries"}
|
|
||||||
- match: {rank_eval.quality_level: 12.073969010408984}
|
- match: {rank_eval.quality_level: 12.073969010408984}
|
||||||
|
|
Loading…
Reference in New Issue