added predefined empty implementation for all atomic field datas

src/main/java/org/elasticsearch/index/fielddata/AtomicFieldData.java

@@ -63,4 +63,5 @@ public interface AtomicFieldData<Script extends ScriptDocValues> {
      * Returns a "scripting" based values.
      */
     Script getScriptValues();
+
 }

src/main/java/org/elasticsearch/index/fielddata/AtomicGeoPointFieldData.java

@@ -24,4 +24,5 @@ package org.elasticsearch.index.fielddata;
 public interface AtomicGeoPointFieldData<Script extends ScriptDocValues> extends AtomicFieldData<Script> {
 
     GeoPointValues getGeoPointValues();
+
 }

src/main/java/org/elasticsearch/index/fielddata/AtomicNumericFieldData.java

@@ -34,4 +34,5 @@ public interface AtomicNumericFieldData<Script extends ScriptDocValues> extends
     FloatValues getFloatValues();
 
     DoubleValues getDoubleValues();
+
 }

src/main/java/org/elasticsearch/index/fielddata/AtomicOrdinalFieldData.java

@@ -37,4 +37,5 @@ public interface AtomicOrdinalFieldData<Script extends ScriptDocValues> extends
      * Use a non thread safe (lightweight) view of the values as strings.
      */
     OrdinalsStringValues getStringValues();
+
 }

src/main/java/org/elasticsearch/index/fielddata/ByteValues.java

@@ -28,6 +28,8 @@ import org.elasticsearch.index.fielddata.util.LongArrayRef;
  */
 public interface ByteValues {
 
+    static ByteValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -100,6 +102,43 @@ public interface ByteValues {
         }
     }
 
+    static class Empty implements ByteValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public byte getValue(int docId) {
+            throw new ElasticSearchIllegalStateException("Can't retrieve a value from an empty ByteValues");
+        }
+
+        @Override
+        public byte getValueMissing(int docId, byte missingValue) {
+            return missingValue;
+        }
+
+        @Override
+        public ByteArrayRef getValues(int docId) {
+            return ByteArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
+
     public static class IntBased implements ByteValues {
 
         private final IntValues values;

src/main/java/org/elasticsearch/index/fielddata/BytesValues.java

@@ -28,6 +28,8 @@ import org.elasticsearch.index.fielddata.util.StringArrayRef;
  */
 public interface BytesValues {
 
+    static final BytesValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -122,6 +124,51 @@ public interface BytesValues {
         }
     }
 
+    static class Empty implements BytesValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public BytesRef getValue(int docId) {
+            return null;
+        }
+
+        @Override
+        public BytesRefArrayRef getValues(int docId) {
+            return BytesRefArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+
+        @Override
+        public BytesRef makeSafe(BytesRef bytes) {
+            //todo we can also throw an excepiton here as the only value this method accepts is a scratch value...
+            //todo ...extracted from this ByteValues, in our case, there are not values, so this should never be called!?!?
+            return BytesRef.deepCopyOf(bytes);
+        }
+
+        @Override
+        public BytesRef getValueScratch(int docId, BytesRef ret) {
+            ret.length = 0;
+            return ret;
+        }
+    }
+
     public static class StringBased implements BytesValues {
 
         private final StringValues values;

src/main/java/org/elasticsearch/index/fielddata/DoubleValues.java

@@ -28,6 +28,8 @@ import org.elasticsearch.index.fielddata.util.LongArrayRef;
  */
 public interface DoubleValues {
 
+    static final DoubleValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -100,6 +102,43 @@ public interface DoubleValues {
         }
     }
 
+    static class Empty implements DoubleValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public double getValue(int docId) {
+            throw new ElasticSearchIllegalStateException("Can't retrieve a value from an empty DoubleValues");
+        }
+
+        @Override
+        public double getValueMissing(int docId, double missingValue) {
+            return missingValue;
+        }
+
+        @Override
+        public DoubleArrayRef getValues(int docId) {
+            return DoubleArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
+
     public static class LongBased implements DoubleValues {
 
         private final LongValues values;

src/main/java/org/elasticsearch/index/fielddata/FloatValues.java

@@ -27,6 +27,8 @@ import org.elasticsearch.index.fielddata.util.FloatArrayRef;
  */
 public interface FloatValues {
 
+    static final FloatValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -99,6 +101,43 @@ public interface FloatValues {
         }
     }
 
+    static class Empty implements FloatValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public float getValue(int docId) {
+            throw new ElasticSearchIllegalStateException("Can't retrieve a value from an empty FloatValues");
+        }
+
+        @Override
+        public float getValueMissing(int docId, float missingValue) {
+            return missingValue;
+        }
+
+        @Override
+        public FloatArrayRef getValues(int docId) {
+            return FloatArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
+
     public static class DoubleBased implements FloatValues {
 
         private final DoubleValues values;

src/main/java/org/elasticsearch/index/fielddata/GeoPointValues.java

@@ -27,6 +27,8 @@ import org.elasticsearch.index.mapper.geo.GeoPoint;
  */
 public interface GeoPointValues {
 
+    static final GeoPointValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -119,4 +121,56 @@ public interface GeoPointValues {
             }
         }
     }
+
+    static class Empty implements GeoPointValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public GeoPoint getValueSafe(int docId) {
+            return getValue(docId);
+        }
+
+        @Override
+        public Iter getIterSafe(int docId) {
+            return getIter(docId);
+        }
+
+        @Override
+        public void forEachSafeValueInDoc(int docId, ValueInDocProc proc) {
+
+        }
+
+        @Override
+        public void forEachLatLonValueInDoc(int docId, LatLonValueInDocProc proc) {
+            //To change body of implemented methods use File | Settings | File Templates.
+        }
+
+        @Override
+        public GeoPoint getValue(int docId) {
+            throw new ElasticSearchIllegalStateException("Can't retrieve a value from an empty GeoPointValues");
+        }
+
+        @Override
+        public GeoPointArrayRef getValues(int docId) {
+            return GeoPointArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
 }

src/main/java/org/elasticsearch/index/fielddata/HashedBytesValues.java

@@ -27,6 +27,8 @@ import org.elasticsearch.common.lucene.HashedBytesRef;
  */
 public interface HashedBytesValues {
 
+    static final HashedBytesValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -111,6 +113,40 @@ public interface HashedBytesValues {
         }
     }
 
+    static class Empty implements HashedBytesValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public HashedBytesRef getValue(int docId) {
+            return null;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+
+        @Override
+        public HashedBytesRef makeSafe(HashedBytesRef bytes) {
+            //todo maybe better to throw an excepiton here as the only value this method accepts is a scratch value...
+            //todo ...extracted from this ByteValues, in our case, there are not values, so this should never be called!?!?
+            return HashedBytesRef.deepCopyOf(bytes);
+        }
+    }
+
     /**
      * A {@link BytesValues} based implementation.
      */

src/main/java/org/elasticsearch/index/fielddata/IntValues.java

@@ -27,6 +27,8 @@ import org.elasticsearch.index.fielddata.util.LongArrayRef;
  */
 public interface IntValues {
 
+    static final IntValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -99,6 +101,43 @@ public interface IntValues {
         }
     }
 
+    static class Empty implements IntValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public int getValue(int docId) {
+            throw new ElasticSearchIllegalStateException("Can't retrieve a value from an empty IntValues");
+        }
+
+        @Override
+        public int getValueMissing(int docId, int missingValue) {
+            return missingValue;
+        }
+
+        @Override
+        public IntArrayRef getValues(int docId) {
+            return IntArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
+
     public static class LongBased implements IntValues {
 
         private final LongValues values;

src/main/java/org/elasticsearch/index/fielddata/LongValues.java

@@ -27,6 +27,8 @@ import org.elasticsearch.index.fielddata.util.LongArrayRef;
  */
 public interface LongValues {
 
+    static final LongValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -100,4 +102,41 @@ public interface LongValues {
         }
     }
 
+    static class Empty implements LongValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public long getValue(int docId) {
+            throw new ElasticSearchIllegalStateException("Can't retrieve a value from an empty LongValues");
+        }
+
+        @Override
+        public long getValueMissing(int docId, long missingValue) {
+            return missingValue;
+        }
+
+        @Override
+        public LongArrayRef getValues(int docId) {
+            return LongArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
+
 }

src/main/java/org/elasticsearch/index/fielddata/OrdinalsBytesValues.java

@@ -20,6 +20,7 @@
 package org.elasticsearch.index.fielddata;
 
 import org.apache.lucene.util.BytesRef;
+import org.elasticsearch.index.fielddata.ordinals.EmptyOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.Ordinals;
 
 /**
@@ -39,6 +40,36 @@ public interface OrdinalsBytesValues extends BytesValues {
 
     BytesRef getSafeValueByOrd(int ord);
 
+    public static class Empty extends BytesValues.Empty implements OrdinalsBytesValues {
+
+        private final Ordinals ordinals;
+
+        public Empty(EmptyOrdinals ordinals) {
+            this.ordinals = ordinals;
+        }
+
+        @Override
+        public Ordinals.Docs ordinals() {
+            return ordinals.ordinals();
+        }
+
+        @Override
+        public BytesRef getValueByOrd(int ord) {
+            return null;
+        }
+
+        @Override
+        public BytesRef getValueScratchByOrd(int ord, BytesRef ret) {
+            ret.length = 0;
+            return ret;
+        }
+
+        @Override
+        public BytesRef getSafeValueByOrd(int ord) {
+            return null;
+        }
+    }
+
     public static class StringBased extends BytesValues.StringBased implements OrdinalsBytesValues {
 
         private final OrdinalsStringValues values;

src/main/java/org/elasticsearch/index/fielddata/OrdinalsHashedBytesValues.java

@@ -21,6 +21,7 @@ package org.elasticsearch.index.fielddata;
 
 import org.apache.lucene.util.BytesRef;
 import org.elasticsearch.common.lucene.HashedBytesRef;
+import org.elasticsearch.index.fielddata.ordinals.EmptyOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.Ordinals;
 
 /**
@@ -33,6 +34,30 @@ public interface OrdinalsHashedBytesValues extends HashedBytesValues {
 
     HashedBytesRef getSafeValueByOrd(int ord);
 
+    public static class Empty extends HashedBytesValues.Empty implements OrdinalsHashedBytesValues {
+
+        private final Ordinals ordinals;
+
+        public Empty(EmptyOrdinals ordinals) {
+            this.ordinals = ordinals;
+        }
+
+        @Override
+        public Ordinals.Docs ordinals() {
+            return ordinals.ordinals();
+        }
+
+        @Override
+        public HashedBytesRef getValueByOrd(int ord) {
+            return null;
+        }
+
+        @Override
+        public HashedBytesRef getSafeValueByOrd(int ord) {
+            return null;
+        }
+    }
+
     static class BytesBased extends HashedBytesValues.BytesBased implements OrdinalsHashedBytesValues {
 
         private final OrdinalsBytesValues values;

src/main/java/org/elasticsearch/index/fielddata/OrdinalsStringValues.java

@@ -19,6 +19,7 @@
 
 package org.elasticsearch.index.fielddata;
 
+import org.elasticsearch.index.fielddata.ordinals.EmptyOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.Ordinals;
 
 /**
@@ -28,4 +29,23 @@ public interface OrdinalsStringValues extends StringValues {
     Ordinals.Docs ordinals();
 
     String getValueByOrd(int ord);
+
+    public static class Empty extends StringValues.Empty implements OrdinalsStringValues {
+
+        private final Ordinals ordinals;
+
+        public Empty(EmptyOrdinals ordinals) {
+            this.ordinals = ordinals;
+        }
+
+        @Override
+        public Ordinals.Docs ordinals() {
+            return ordinals.ordinals();
+        }
+
+        @Override
+        public String getValueByOrd(int ord) {
+            return null;
+        }
+    }
 }

src/main/java/org/elasticsearch/index/fielddata/ScriptDocValues.java

@@ -32,10 +32,24 @@ import org.joda.time.MutableDateTime;
  */
 public interface ScriptDocValues {
 
+    static final ScriptDocValues EMPTY = new Empty();
+    static final Strings EMPTY_STRINGS = new Strings(StringValues.EMPTY);
+
     void setNextDocId(int docId);
 
     boolean isEmpty();
 
+    static class Empty implements ScriptDocValues {
+        @Override
+        public void setNextDocId(int docId) {
+        }
+
+        @Override
+        public boolean isEmpty() {
+            return true;
+        }
+    }
+
     static class Strings implements ScriptDocValues {
 
         private final StringValues values;

src/main/java/org/elasticsearch/index/fielddata/ShortValues.java

@@ -28,6 +28,8 @@ import org.elasticsearch.index.fielddata.util.ShortArrayRef;
  */
 public interface ShortValues {
 
+    static final ShortValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -100,6 +102,43 @@ public interface ShortValues {
         }
     }
 
+    static class Empty implements ShortValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public short getValue(int docId) {
+            throw new ElasticSearchIllegalStateException("Can't retrieve a value from an empty ShortValues");
+        }
+
+        @Override
+        public short getValueMissing(int docId, short missingValue) {
+            return missingValue;
+        }
+
+        @Override
+        public ShortArrayRef getValues(int docId) {
+            return ShortArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
+
     public static class IntBased implements ShortValues {
 
         private final IntValues values;

src/main/java/org/elasticsearch/index/fielddata/StringValues.java

@@ -26,6 +26,8 @@ import org.elasticsearch.index.fielddata.util.*;
  */
 public interface StringValues {
 
+    static final StringValues EMPTY = new Empty();
+
     /**
      * Is one of the documents in this field data values is multi valued?
      */
@@ -100,6 +102,38 @@ public interface StringValues {
         }
     }
 
+    static class Empty implements StringValues {
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean hasValue(int docId) {
+            return false;
+        }
+
+        @Override
+        public String getValue(int docId) {
+            return null;
+        }
+
+        @Override
+        public StringArrayRef getValues(int docId) {
+            return StringArrayRef.EMPTY;
+        }
+
+        @Override
+        public Iter getIter(int docId) {
+            return Iter.Empty.INSTANCE;
+        }
+
+        @Override
+        public void forEachValueInDoc(int docId, ValueInDocProc proc) {
+            proc.onMissing(docId);
+        }
+    }
+
     public static class ByteBased implements StringValues {
 
         private final ByteValues values;

src/main/java/org/elasticsearch/index/fielddata/ordinals/Ordinals.java

@@ -19,6 +19,7 @@
 
 package org.elasticsearch.index.fielddata.ordinals;
 
+import org.elasticsearch.common.RamUsage;
 import org.elasticsearch.index.fielddata.util.IntArrayRef;
 
 /**
@@ -149,5 +150,7 @@ public interface Ordinals {
                 return actual;
             }
         }
+
     }
+
 }

src/main/java/org/elasticsearch/index/fielddata/plain/ByteArrayAtomicFieldData.java

@@ -32,6 +32,8 @@ import org.elasticsearch.index.fielddata.util.LongArrayRef;
  */
 public abstract class ByteArrayAtomicFieldData implements AtomicNumericFieldData {
 
+    public static final ByteArrayAtomicFieldData EMPTY = new Empty();
+
     protected final byte[] values;
     private final int numDocs;
 
@@ -47,6 +49,78 @@ public abstract class ByteArrayAtomicFieldData implements AtomicNumericFieldData
         return numDocs;
     }
 
+    static class Empty extends ByteArrayAtomicFieldData {
+
+        Empty() {
+            super(null, 0);
+        }
+
+        @Override
+        public ByteValues getByteValues() {
+            return ByteValues.EMPTY;
+        }
+
+        @Override
+        public ShortValues getShortValues() {
+            return ShortValues.EMPTY;
+        }
+
+        @Override
+        public IntValues getIntValues() {
+            return IntValues.EMPTY;
+        }
+
+        @Override
+        public LongValues getLongValues() {
+            return LongValues.EMPTY;
+        }
+
+        @Override
+        public FloatValues getFloatValues() {
+            return FloatValues.EMPTY;
+        }
+
+        @Override
+        public DoubleValues getDoubleValues() {
+            return DoubleValues.EMPTY;
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return false;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public BytesValues getBytesValues() {
+            return BytesValues.EMPTY;
+        }
+
+        @Override
+        public HashedBytesValues getHashedBytesValues() {
+            return HashedBytesValues.EMPTY;
+        }
+
+        @Override
+        public StringValues getStringValues() {
+            return StringValues.EMPTY;
+        }
+
+        @Override
+        public ScriptDocValues getScriptValues() {
+            return ScriptDocValues.EMPTY;
+        }
+    }
+
     public static class WithOrdinals extends ByteArrayAtomicFieldData {
 
         private final Ordinals ordinals;

src/main/java/org/elasticsearch/index/fielddata/plain/ByteArrayIndexFieldData.java

@@ -83,7 +83,7 @@ public class ByteArrayIndexFieldData extends AbstractIndexFieldData<ByteArrayAto
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new ByteArrayAtomicFieldData.SingleFixedSet(new byte[1], 0, new FixedBitSet(1));
+            return ByteArrayAtomicFieldData.EMPTY;
         }
 
         // TODO: how can we guess the number of terms? numerics end up creating more terms per value...

src/main/java/org/elasticsearch/index/fielddata/plain/ConcreteBytesRefAtomicFieldData.java

@@ -23,6 +23,7 @@ import org.apache.lucene.util.BytesRef;
 import org.elasticsearch.common.RamUsage;
 import org.elasticsearch.common.lucene.HashedBytesRef;
 import org.elasticsearch.index.fielddata.*;
+import org.elasticsearch.index.fielddata.ordinals.EmptyOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.Ordinals;
 import org.elasticsearch.index.fielddata.util.BytesRefArrayRef;
 import org.elasticsearch.index.fielddata.util.IntArrayRef;
@@ -32,9 +33,13 @@ import org.elasticsearch.index.fielddata.util.StringArrayRef;
  */
 public class ConcreteBytesRefAtomicFieldData implements AtomicOrdinalFieldData<ScriptDocValues.Strings> {
 
+    public static ConcreteBytesRefAtomicFieldData empty(int numDocs) {
+        return new Empty(numDocs);
+    }
+
     // 0 ordinal in values means no value (its null)
     private final BytesRef[] values;
-    private final Ordinals ordinals;
+    protected final Ordinals ordinals;
 
     private int[] hashes;
     private long size = -1;
@@ -586,4 +591,51 @@ public class ConcreteBytesRefAtomicFieldData implements AtomicOrdinalFieldData<S
             }
         }
     }
+
+    static class Empty extends ConcreteBytesRefAtomicFieldData {
+
+        Empty(int numDocs) {
+            super(null, new EmptyOrdinals(numDocs));
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public int getNumDocs() {
+            return ordinals.getNumDocs();
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return true;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public OrdinalsBytesValues getBytesValues() {
+            return new OrdinalsBytesValues.Empty((EmptyOrdinals) ordinals);
+        }
+
+        @Override
+        public OrdinalsHashedBytesValues getHashedBytesValues() {
+            return new OrdinalsHashedBytesValues.Empty((EmptyOrdinals) ordinals);
+        }
+
+        @Override
+        public OrdinalsStringValues getStringValues() {
+            return new OrdinalsStringValues.Empty((EmptyOrdinals) ordinals);
+        }
+
+        @Override
+        public ScriptDocValues.Strings getScriptValues() {
+            return ScriptDocValues.EMPTY_STRINGS;
+        }
+    }
 }

src/main/java/org/elasticsearch/index/fielddata/plain/ConcreteBytesRefIndexFieldData.java

@@ -27,7 +27,6 @@ import org.elasticsearch.common.settings.Settings;
 import org.elasticsearch.index.Index;
 import org.elasticsearch.index.fielddata.*;
 import org.elasticsearch.index.fielddata.fieldcomparator.BytesRefFieldComparatorSource;
-import org.elasticsearch.index.fielddata.ordinals.EmptyOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.MultiFlatArrayOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.SingleArrayOrdinals;
 import org.elasticsearch.index.mapper.FieldMapper;
@@ -75,7 +74,7 @@ public class ConcreteBytesRefIndexFieldData extends AbstractIndexFieldData<Concr
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new ConcreteBytesRefAtomicFieldData(new BytesRef[1], new EmptyOrdinals(reader.maxDoc()));
+            return ConcreteBytesRefAtomicFieldData.empty(reader.maxDoc());
         }
 
         long size = terms.size();

src/main/java/org/elasticsearch/index/fielddata/plain/DoubleArrayAtomicFieldData.java

@@ -32,6 +32,8 @@ import org.elasticsearch.index.fielddata.util.StringArrayRef;
  */
 public abstract class DoubleArrayAtomicFieldData implements AtomicNumericFieldData {
 
+    public static final DoubleArrayAtomicFieldData EMPTY = new Empty();
+
     protected final double[] values;
     private final int numDocs;
 
@@ -47,6 +49,78 @@ public abstract class DoubleArrayAtomicFieldData implements AtomicNumericFieldDa
         return numDocs;
     }
 
+    static class Empty extends DoubleArrayAtomicFieldData {
+
+        Empty() {
+            super(null, 0);
+        }
+
+        @Override
+        public ByteValues getByteValues() {
+            return ByteValues.EMPTY;
+        }
+
+        @Override
+        public ShortValues getShortValues() {
+            return ShortValues.EMPTY;
+        }
+
+        @Override
+        public IntValues getIntValues() {
+            return IntValues.EMPTY;
+        }
+
+        @Override
+        public LongValues getLongValues() {
+            return LongValues.EMPTY;
+        }
+
+        @Override
+        public FloatValues getFloatValues() {
+            return FloatValues.EMPTY;
+        }
+
+        @Override
+        public DoubleValues getDoubleValues() {
+            return DoubleValues.EMPTY;
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return false;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public BytesValues getBytesValues() {
+            return BytesValues.EMPTY;
+        }
+
+        @Override
+        public HashedBytesValues getHashedBytesValues() {
+            return HashedBytesValues.EMPTY;
+        }
+
+        @Override
+        public StringValues getStringValues() {
+            return StringValues.EMPTY;
+        }
+
+        @Override
+        public ScriptDocValues getScriptValues() {
+            return ScriptDocValues.EMPTY;
+        }
+    }
+
     public static class WithOrdinals extends DoubleArrayAtomicFieldData {
 
         private final Ordinals ordinals;

src/main/java/org/elasticsearch/index/fielddata/plain/DoubleArrayIndexFieldData.java

@@ -83,7 +83,7 @@ public class DoubleArrayIndexFieldData extends AbstractIndexFieldData<DoubleArra
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new DoubleArrayAtomicFieldData.SingleFixedSet(new double[1], 0, new FixedBitSet(1));
+            return DoubleArrayAtomicFieldData.EMPTY;
         }
 
         // TODO: how can we guess the number of terms? numerics end up creating more terms per value...

src/main/java/org/elasticsearch/index/fielddata/plain/FloatArrayAtomicFieldData.java

@@ -32,6 +32,8 @@ import org.elasticsearch.index.fielddata.util.LongArrayRef;
  */
 public abstract class FloatArrayAtomicFieldData implements AtomicNumericFieldData {
 
+    public static final FloatArrayAtomicFieldData EMPTY = new Empty();
+
     protected final float[] values;
     private final int numDocs;
 
@@ -47,6 +49,78 @@ public abstract class FloatArrayAtomicFieldData implements AtomicNumericFieldDat
         return numDocs;
     }
 
+    static class Empty extends FloatArrayAtomicFieldData {
+
+        Empty() {
+            super(null, 0);
+        }
+
+        @Override
+        public ByteValues getByteValues() {
+            return ByteValues.EMPTY;
+        }
+
+        @Override
+        public ShortValues getShortValues() {
+            return ShortValues.EMPTY;
+        }
+
+        @Override
+        public IntValues getIntValues() {
+            return IntValues.EMPTY;
+        }
+
+        @Override
+        public LongValues getLongValues() {
+            return LongValues.EMPTY;
+        }
+
+        @Override
+        public FloatValues getFloatValues() {
+            return FloatValues.EMPTY;
+        }
+
+        @Override
+        public DoubleValues getDoubleValues() {
+            return DoubleValues.EMPTY;
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return false;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public BytesValues getBytesValues() {
+            return BytesValues.EMPTY;
+        }
+
+        @Override
+        public HashedBytesValues getHashedBytesValues() {
+            return HashedBytesValues.EMPTY;
+        }
+
+        @Override
+        public StringValues getStringValues() {
+            return StringValues.EMPTY;
+        }
+
+        @Override
+        public ScriptDocValues getScriptValues() {
+            return ScriptDocValues.EMPTY;
+        }
+    }
+
     public static class WithOrdinals extends FloatArrayAtomicFieldData {
 
         private final Ordinals ordinals;

src/main/java/org/elasticsearch/index/fielddata/plain/FloatArrayIndexFieldData.java

@@ -83,7 +83,7 @@ public class FloatArrayIndexFieldData extends AbstractIndexFieldData<FloatArrayA
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new FloatArrayAtomicFieldData.SingleFixedSet(new float[1], 0, new FixedBitSet(1));
+            return FloatArrayAtomicFieldData.EMPTY;
         }
 
         // TODO: how can we guess the number of terms? numerics end up creating more terms per value...

src/main/java/org/elasticsearch/index/fielddata/plain/GeoPointDoubleArrayAtomicFieldData.java

@@ -21,10 +21,7 @@ package org.elasticsearch.index.fielddata.plain;
 
 import org.apache.lucene.util.FixedBitSet;
 import org.elasticsearch.common.RamUsage;
-import org.elasticsearch.index.fielddata.AtomicGeoPointFieldData;
-import org.elasticsearch.index.fielddata.BytesValues;
-import org.elasticsearch.index.fielddata.HashedBytesValues;
-import org.elasticsearch.index.fielddata.ScriptDocValues;
+import org.elasticsearch.index.fielddata.*;
 import org.elasticsearch.index.fielddata.ordinals.Ordinals;
 import org.elasticsearch.index.fielddata.util.GeoPointArrayRef;
 import org.elasticsearch.index.fielddata.util.IntArrayRef;
@@ -36,6 +33,8 @@ import org.elasticsearch.index.search.geo.GeoHashUtils;
  */
 public abstract class GeoPointDoubleArrayAtomicFieldData implements AtomicGeoPointFieldData {
 
+    public static final GeoPointDoubleArrayAtomicFieldData EMPTY = new Empty();
+
     protected final double[] lon;
     protected final double[] lat;
     private final int numDocs;
@@ -58,6 +57,53 @@ public abstract class GeoPointDoubleArrayAtomicFieldData implements AtomicGeoPoi
         return new ScriptDocValues.GeoPoints(getGeoPointValues());
     }
 
+    static class Empty extends GeoPointDoubleArrayAtomicFieldData {
+
+        Empty() {
+            super(null, null, 0);
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return false;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public BytesValues getBytesValues() {
+            return BytesValues.EMPTY;
+        }
+
+        @Override
+        public HashedBytesValues getHashedBytesValues() {
+            return HashedBytesValues.EMPTY;
+        }
+
+        @Override
+        public GeoPointValues getGeoPointValues() {
+            return GeoPointValues.EMPTY;
+        }
+
+        @Override
+        public StringValues getStringValues() {
+            return StringValues.EMPTY;
+        }
+
+        @Override
+        public ScriptDocValues getScriptValues() {
+            return ScriptDocValues.EMPTY;
+        }
+    }
+
     public static class WithOrdinals extends GeoPointDoubleArrayAtomicFieldData {
 
         private final Ordinals ordinals;

src/main/java/org/elasticsearch/index/fielddata/plain/GeoPointDoubleArrayIndexFieldData.java

@@ -77,7 +77,7 @@ public class GeoPointDoubleArrayIndexFieldData extends AbstractIndexFieldData<Ge
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new GeoPointDoubleArrayAtomicFieldData.SingleFixedSet(new double[1], new double[1], 0, new FixedBitSet(1));
+            return GeoPointDoubleArrayAtomicFieldData.EMPTY;
         }
 
         // TODO: how can we guess the number of terms? numerics end up creating more terms per value...

src/main/java/org/elasticsearch/index/fielddata/plain/IntArrayAtomicFieldData.java

@@ -31,6 +31,8 @@ import org.elasticsearch.index.fielddata.util.LongArrayRef;
  */
 public abstract class IntArrayAtomicFieldData implements AtomicNumericFieldData {
 
+    public static final IntArrayAtomicFieldData EMPTY = new Empty();
+
     protected final int[] values;
     private final int numDocs;
 
@@ -46,6 +48,78 @@ public abstract class IntArrayAtomicFieldData implements AtomicNumericFieldData
         return numDocs;
     }
 
+    static class Empty extends IntArrayAtomicFieldData {
+
+        Empty() {
+            super(null, 0);
+        }
+
+        @Override
+        public ByteValues getByteValues() {
+            return ByteValues.EMPTY;
+        }
+
+        @Override
+        public ShortValues getShortValues() {
+            return ShortValues.EMPTY;
+        }
+
+        @Override
+        public IntValues getIntValues() {
+            return IntValues.EMPTY;
+        }
+
+        @Override
+        public LongValues getLongValues() {
+            return LongValues.EMPTY;
+        }
+
+        @Override
+        public FloatValues getFloatValues() {
+            return FloatValues.EMPTY;
+        }
+
+        @Override
+        public DoubleValues getDoubleValues() {
+            return DoubleValues.EMPTY;
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return false;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public BytesValues getBytesValues() {
+            return BytesValues.EMPTY;
+        }
+
+        @Override
+        public HashedBytesValues getHashedBytesValues() {
+            return HashedBytesValues.EMPTY;
+        }
+
+        @Override
+        public StringValues getStringValues() {
+            return StringValues.EMPTY;
+        }
+
+        @Override
+        public ScriptDocValues getScriptValues() {
+            return ScriptDocValues.EMPTY;
+        }
+    }
+
     public static class WithOrdinals extends IntArrayAtomicFieldData {
 
         private final Ordinals ordinals;
@@ -835,6 +909,7 @@ public abstract class IntArrayAtomicFieldData implements AtomicNumericFieldData
             private final Iter.Single iter = new Iter.Single();
 
             LongValues(int[] values) {
+                assert values.length != 0;
                 this.values = values;
             }
 

src/main/java/org/elasticsearch/index/fielddata/plain/IntArrayIndexFieldData.java

@@ -83,7 +83,7 @@ public class IntArrayIndexFieldData extends AbstractIndexFieldData<IntArrayAtomi
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new IntArrayAtomicFieldData.SingleFixedSet(new int[1], 0, new FixedBitSet(1));
+            return IntArrayAtomicFieldData.EMPTY;
         }
 
         // TODO: how can we guess the number of terms? numerics end up creating more terms per value...

src/main/java/org/elasticsearch/index/fielddata/plain/LongArrayAtomicFieldData.java

@@ -32,6 +32,8 @@ import org.elasticsearch.index.fielddata.util.StringArrayRef;
  */
 public abstract class LongArrayAtomicFieldData implements AtomicNumericFieldData {
 
+    public static final LongArrayAtomicFieldData EMPTY = new Empty();
+
     protected final long[] values;
     private final int numDocs;
 
@@ -47,6 +49,78 @@ public abstract class LongArrayAtomicFieldData implements AtomicNumericFieldData
         return numDocs;
     }
 
+    static class Empty extends LongArrayAtomicFieldData {
+
+        Empty() {
+            super(null, 0);
+        }
+
+        @Override
+        public ByteValues getByteValues() {
+            return ByteValues.EMPTY;
+        }
+
+        @Override
+        public ShortValues getShortValues() {
+            return ShortValues.EMPTY;
+        }
+
+        @Override
+        public IntValues getIntValues() {
+            return IntValues.EMPTY;
+        }
+
+        @Override
+        public LongValues getLongValues() {
+            return LongValues.EMPTY;
+        }
+
+        @Override
+        public FloatValues getFloatValues() {
+            return FloatValues.EMPTY;
+        }
+
+        @Override
+        public DoubleValues getDoubleValues() {
+            return DoubleValues.EMPTY;
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return false;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public BytesValues getBytesValues() {
+            return BytesValues.EMPTY;
+        }
+
+        @Override
+        public HashedBytesValues getHashedBytesValues() {
+            return HashedBytesValues.EMPTY;
+        }
+
+        @Override
+        public StringValues getStringValues() {
+            return StringValues.EMPTY;
+        }
+
+        @Override
+        public ScriptDocValues getScriptValues() {
+            return ScriptDocValues.EMPTY;
+        }
+    }
+
     public static class WithOrdinals extends LongArrayAtomicFieldData {
 
         private final Ordinals ordinals;

src/main/java/org/elasticsearch/index/fielddata/plain/LongArrayIndexFieldData.java

@@ -83,7 +83,7 @@ public class LongArrayIndexFieldData extends AbstractIndexFieldData<LongArrayAto
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new LongArrayAtomicFieldData.SingleFixedSet(new long[1], 0, new FixedBitSet(1));
+            return LongArrayAtomicFieldData.EMPTY;
         }
 
         // TODO: how can we guess the number of terms? numerics end up creating more terms per value...

src/main/java/org/elasticsearch/index/fielddata/plain/PagedBytesAtomicFieldData.java

@@ -21,10 +21,12 @@ package org.elasticsearch.index.fielddata.plain;
 
 import org.apache.lucene.util.BytesRef;
 import org.apache.lucene.util.PagedBytes;
+import org.apache.lucene.util.packed.GrowableWriter;
 import org.apache.lucene.util.packed.PackedInts;
 import org.elasticsearch.common.RamUsage;
 import org.elasticsearch.common.lucene.HashedBytesRef;
 import org.elasticsearch.index.fielddata.*;
+import org.elasticsearch.index.fielddata.ordinals.EmptyOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.Ordinals;
 import org.elasticsearch.index.fielddata.util.BytesRefArrayRef;
 import org.elasticsearch.index.fielddata.util.IntArrayRef;
@@ -34,10 +36,14 @@ import org.elasticsearch.index.fielddata.util.StringArrayRef;
  */
 public class PagedBytesAtomicFieldData implements AtomicOrdinalFieldData<ScriptDocValues.Strings> {
 
+    public static PagedBytesAtomicFieldData empty(int numDocs) {
+        return new Empty(numDocs);
+    }
+
     // 0 ordinal in values means no value (its null)
     private final PagedBytes.Reader bytes;
     private final PackedInts.Reader termOrdToBytesOffset;
-    private final Ordinals ordinals;
+    protected final Ordinals ordinals;
 
     private int[] hashes;
     private long size = -1;
@@ -595,4 +601,53 @@ public class PagedBytesAtomicFieldData implements AtomicOrdinalFieldData<ScriptD
             }
         }
     }
+
+    static class Empty extends PagedBytesAtomicFieldData {
+
+        Empty(int numDocs) {
+            super(emptyBytes(), new GrowableWriter(1, 2, PackedInts.FASTEST).getMutable(), new EmptyOrdinals(numDocs));
+        }
+
+        static PagedBytes.Reader emptyBytes() {
+            PagedBytes bytes = new PagedBytes(1);
+            bytes.copyUsingLengthPrefix(new BytesRef());
+            return bytes.freeze(true);
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public int getNumDocs() {
+            return ordinals.getNumDocs();
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return true;
+        }
+
+        @Override
+        public OrdinalsBytesValues getBytesValues() {
+            return new OrdinalsBytesValues.Empty((EmptyOrdinals) ordinals);
+        }
+
+        @Override
+        public OrdinalsHashedBytesValues getHashedBytesValues() {
+            return new HashedBytesValues.Empty((EmptyOrdinals) ordinals);
+        }
+
+        @Override
+        public OrdinalsStringValues getStringValues() {
+            return new OrdinalsStringValues.Empty((EmptyOrdinals) ordinals);
+        }
+
+        @Override
+        public ScriptDocValues.Strings getScriptValues() {
+            return ScriptDocValues.EMPTY_STRINGS;
+        }
+    }
+
 }

src/main/java/org/elasticsearch/index/fielddata/plain/PagedBytesIndexFieldData.java

@@ -31,7 +31,6 @@ import org.elasticsearch.common.settings.Settings;
 import org.elasticsearch.index.Index;
 import org.elasticsearch.index.fielddata.*;
 import org.elasticsearch.index.fielddata.fieldcomparator.BytesRefFieldComparatorSource;
-import org.elasticsearch.index.fielddata.ordinals.EmptyOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.MultiFlatArrayOrdinals;
 import org.elasticsearch.index.fielddata.ordinals.SingleArrayOrdinals;
 import org.elasticsearch.index.mapper.FieldMapper;
@@ -79,11 +78,7 @@ public class PagedBytesIndexFieldData extends AbstractIndexFieldData<PagedBytesA
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            final PagedBytes bytes = new PagedBytes(1);
-            // 0 is reserved for "unset"
-            bytes.copyUsingLengthPrefix(new BytesRef());
-            GrowableWriter termOrdToBytesOffset = new GrowableWriter(1, 2, PackedInts.FASTEST);
-            return new PagedBytesAtomicFieldData(bytes.freeze(true), termOrdToBytesOffset.getMutable(), new EmptyOrdinals(reader.maxDoc()));
+            return PagedBytesAtomicFieldData.empty(reader.maxDoc());
         }
 
         final PagedBytes bytes = new PagedBytes(15);

src/main/java/org/elasticsearch/index/fielddata/plain/ShortArrayAtomicFieldData.java

@@ -32,6 +32,8 @@ import org.elasticsearch.index.fielddata.util.ShortArrayRef;
  */
 public abstract class ShortArrayAtomicFieldData implements AtomicNumericFieldData {
 
+    public static final ShortArrayAtomicFieldData EMPTY = new Empty();
+
     protected final short[] values;
     private final int numDocs;
 
@@ -47,6 +49,78 @@ public abstract class ShortArrayAtomicFieldData implements AtomicNumericFieldDat
         return numDocs;
     }
 
+    static class Empty extends ShortArrayAtomicFieldData {
+
+        Empty() {
+            super(null, 0);
+        }
+
+        @Override
+        public ByteValues getByteValues() {
+            return ByteValues.EMPTY;
+        }
+
+        @Override
+        public ShortValues getShortValues() {
+            return ShortValues.EMPTY;
+        }
+
+        @Override
+        public IntValues getIntValues() {
+            return IntValues.EMPTY;
+        }
+
+        @Override
+        public LongValues getLongValues() {
+            return LongValues.EMPTY;
+        }
+
+        @Override
+        public FloatValues getFloatValues() {
+            return FloatValues.EMPTY;
+        }
+
+        @Override
+        public DoubleValues getDoubleValues() {
+            return DoubleValues.EMPTY;
+        }
+
+        @Override
+        public boolean isMultiValued() {
+            return false;
+        }
+
+        @Override
+        public boolean isValuesOrdered() {
+            return false;
+        }
+
+        @Override
+        public long getMemorySizeInBytes() {
+            return 0;
+        }
+
+        @Override
+        public BytesValues getBytesValues() {
+            return BytesValues.EMPTY;
+        }
+
+        @Override
+        public HashedBytesValues getHashedBytesValues() {
+            return HashedBytesValues.EMPTY;
+        }
+
+        @Override
+        public StringValues getStringValues() {
+            return StringValues.EMPTY;
+        }
+
+        @Override
+        public ScriptDocValues getScriptValues() {
+            return ScriptDocValues.EMPTY;
+        }
+    }
+
     public static class WithOrdinals extends ShortArrayAtomicFieldData {
 
         private final Ordinals ordinals;

src/main/java/org/elasticsearch/index/fielddata/plain/ShortArrayIndexFieldData.java

@@ -83,7 +83,7 @@ public class ShortArrayIndexFieldData extends AbstractIndexFieldData<ShortArrayA
 
         Terms terms = reader.terms(getFieldNames().indexName());
         if (terms == null) {
-            return new ShortArrayAtomicFieldData.SingleFixedSet(new short[1], 0, new FixedBitSet(1));
+            return ShortArrayAtomicFieldData.EMPTY;
         }
 
         // TODO: how can we guess the number of terms? numerics end up creating more terms per value...

src/test/java/org/elasticsearch/test/unit/index/fielddata/NumericFieldDataTests.java

@@ -19,6 +19,9 @@
 
 package org.elasticsearch.test.unit.index.fielddata;
 
+import org.apache.lucene.document.Document;
+import org.apache.lucene.document.Field;
+import org.apache.lucene.document.StringField;
 import org.apache.lucene.search.*;
 import org.elasticsearch.index.fielddata.*;
 import org.elasticsearch.index.fielddata.util.*;
@@ -1247,4 +1250,243 @@ public abstract class NumericFieldDataTests extends StringFieldDataTests {
         floatValues.forEachValueInDoc(1, new FloatValuesVerifierProc(1).addMissing());
         floatValues.forEachValueInDoc(2, new FloatValuesVerifierProc(2).addExpected(3f));
     }
+
+    @Test
+    public void testMissingValueForAll() throws Exception {
+        fillAllMissing();
+        IndexNumericFieldData indexFieldData = getForField("value");
+        AtomicNumericFieldData fieldData = indexFieldData.load(refreshReader());
+
+        assertThat(fieldData.getNumDocs(), equalTo(0));
+
+        // long values
+
+        LongValues longValues = fieldData.getLongValues();
+
+        assertThat(longValues.isMultiValued(), equalTo(false));
+
+        assertThat(longValues.hasValue(0), equalTo(false));
+        assertThat(longValues.hasValue(1), equalTo(false));
+        assertThat(longValues.hasValue(2), equalTo(false));
+
+        assertThat(longValues.getValueMissing(0, -1), equalTo(-1l));
+        assertThat(longValues.getValueMissing(1, -1), equalTo(-1l));
+        assertThat(longValues.getValueMissing(2, -1), equalTo(-1l));
+
+        LongArrayRef longArrayRef = longValues.getValues(0);
+        assertThat(longArrayRef.size(), equalTo(0));
+
+        longArrayRef = longValues.getValues(1);
+        assertThat(longArrayRef.size(), equalTo(0));
+
+        longArrayRef = longValues.getValues(2);
+        assertThat(longArrayRef.size(), equalTo(0));
+
+        LongValues.Iter longValuesIter = longValues.getIter(0);
+        assertThat(longValuesIter.hasNext(), equalTo(false));
+
+        longValuesIter = longValues.getIter(1);
+        assertThat(longValuesIter.hasNext(), equalTo(false));
+
+        longValuesIter = longValues.getIter(2);
+        assertThat(longValuesIter.hasNext(), equalTo(false));
+
+        longValues.forEachValueInDoc(0, new LongValuesVerifierProc(0).addMissing());
+        longValues.forEachValueInDoc(1, new LongValuesVerifierProc(1).addMissing());
+        longValues.forEachValueInDoc(2, new LongValuesVerifierProc(2).addMissing());
+
+        // double values
+
+        DoubleValues doubleValues = fieldData.getDoubleValues();
+
+        assertThat(doubleValues.isMultiValued(), equalTo(false));
+
+        assertThat(doubleValues.hasValue(0), equalTo(false));
+        assertThat(doubleValues.hasValue(1), equalTo(false));
+        assertThat(doubleValues.hasValue(2), equalTo(false));
+
+        assertThat(doubleValues.getValueMissing(0, -1), equalTo(-1d));
+        assertThat(doubleValues.getValueMissing(1, -1), equalTo(-1d));
+        assertThat(doubleValues.getValueMissing(2, -1), equalTo(-1d));
+
+        DoubleArrayRef doubleArrayRef = doubleValues.getValues(0);
+        assertThat(doubleArrayRef.size(), equalTo(0));
+
+        doubleArrayRef = doubleValues.getValues(1);
+        assertThat(doubleArrayRef.size(), equalTo(0));
+
+        doubleArrayRef = doubleValues.getValues(2);
+        assertThat(doubleArrayRef.size(), equalTo(0));
+
+        DoubleValues.Iter doubleValuesIter = doubleValues.getIter(0);
+        assertThat(doubleValuesIter.hasNext(), equalTo(false));
+
+        doubleValuesIter = doubleValues.getIter(1);
+        assertThat(doubleValuesIter.hasNext(), equalTo(false));
+
+        doubleValuesIter = doubleValues.getIter(2);
+        assertThat(doubleValuesIter.hasNext(), equalTo(false));
+
+        doubleValues.forEachValueInDoc(0, new DoubleValuesVerifierProc(0).addMissing());
+        doubleValues.forEachValueInDoc(1, new DoubleValuesVerifierProc(1).addMissing());
+        doubleValues.forEachValueInDoc(2, new DoubleValuesVerifierProc(2).addMissing());
+
+        // byte values
+
+        ByteValues byteValues = fieldData.getByteValues();
+
+        assertThat(byteValues.isMultiValued(), equalTo(false));
+
+        assertThat(byteValues.hasValue(0), equalTo(false));
+        assertThat(byteValues.hasValue(1), equalTo(false));
+        assertThat(byteValues.hasValue(2), equalTo(false));
+
+        assertThat(byteValues.getValueMissing(0, (byte) -1), equalTo((byte) -1));
+        assertThat(byteValues.getValueMissing(1, (byte) -1), equalTo((byte) -1));
+        assertThat(byteValues.getValueMissing(2, (byte) -1), equalTo((byte) -1));
+
+        ByteArrayRef byteArrayRef = byteValues.getValues(0);
+        assertThat(byteArrayRef.size(), equalTo(0));
+
+        byteArrayRef = byteValues.getValues(1);
+        assertThat(byteArrayRef.size(), equalTo(0));
+
+        byteArrayRef = byteValues.getValues(2);
+        assertThat(byteArrayRef.size(), equalTo(0));
+
+        ByteValues.Iter byteValuesIter = byteValues.getIter(0);
+        assertThat(byteValuesIter.hasNext(), equalTo(false));
+
+        byteValuesIter = byteValues.getIter(1);
+        assertThat(byteValuesIter.hasNext(), equalTo(false));
+
+        byteValuesIter = byteValues.getIter(2);
+        assertThat(byteValuesIter.hasNext(), equalTo(false));
+
+        byteValues.forEachValueInDoc(0, new ByteValuesVerifierProc(0).addMissing());
+        byteValues.forEachValueInDoc(1, new ByteValuesVerifierProc(1).addMissing());
+        byteValues.forEachValueInDoc(2, new ByteValuesVerifierProc(2).addMissing());
+
+        // short values
+
+        ShortValues shortValues = fieldData.getShortValues();
+
+        assertThat(shortValues.isMultiValued(), equalTo(false));
+
+        assertThat(shortValues.hasValue(0), equalTo(false));
+        assertThat(shortValues.hasValue(1), equalTo(false));
+        assertThat(shortValues.hasValue(2), equalTo(false));
+
+        assertThat(shortValues.getValueMissing(0, (short) -1), equalTo((short) -1));
+        assertThat(shortValues.getValueMissing(1, (short) -1), equalTo((short) -1));
+        assertThat(shortValues.getValueMissing(2, (short) -1), equalTo((short) -1));
+
+        ShortArrayRef shortArrayRef = shortValues.getValues(0);
+        assertThat(shortArrayRef.size(), equalTo(0));
+
+        shortArrayRef = shortValues.getValues(1);
+        assertThat(shortArrayRef.size(), equalTo(0));
+
+        shortArrayRef = shortValues.getValues(2);
+        assertThat(shortArrayRef.size(), equalTo(0));
+
+        ShortValues.Iter shortValuesIter = shortValues.getIter(0);
+        assertThat(shortValuesIter.hasNext(), equalTo(false));
+
+        shortValuesIter = shortValues.getIter(1);
+        assertThat(shortValuesIter.hasNext(), equalTo(false));
+
+        shortValuesIter = shortValues.getIter(2);
+        assertThat(shortValuesIter.hasNext(), equalTo(false));
+
+        shortValues.forEachValueInDoc(0, new ShortValuesVerifierProc(0).addMissing());
+        shortValues.forEachValueInDoc(1, new ShortValuesVerifierProc(1).addMissing());
+        shortValues.forEachValueInDoc(2, new ShortValuesVerifierProc(2).addMissing());
+
+        // int values
+
+        IntValues intValues = fieldData.getIntValues();
+
+        assertThat(intValues.isMultiValued(), equalTo(false));
+
+        assertThat(intValues.hasValue(0), equalTo(false));
+        assertThat(intValues.hasValue(1), equalTo(false));
+        assertThat(intValues.hasValue(2), equalTo(false));
+
+        assertThat(intValues.getValueMissing(0, -1), equalTo(-1));
+        assertThat(intValues.getValueMissing(1, -1), equalTo(-1));
+        assertThat(intValues.getValueMissing(2, -1), equalTo(-1));
+
+        IntArrayRef intArrayRef = intValues.getValues(0);
+        assertThat(intArrayRef.size(), equalTo(0));
+
+        intArrayRef = intValues.getValues(1);
+        assertThat(intArrayRef.size(), equalTo(0));
+
+        intArrayRef = intValues.getValues(2);
+        assertThat(intArrayRef.size(), equalTo(0));
+
+        IntValues.Iter intValuesIter = intValues.getIter(0);
+        assertThat(intValuesIter.hasNext(), equalTo(false));
+
+        intValuesIter = intValues.getIter(1);
+        assertThat(intValuesIter.hasNext(), equalTo(false));
+
+        intValuesIter = intValues.getIter(2);
+        assertThat(intValuesIter.hasNext(), equalTo(false));
+
+        intValues.forEachValueInDoc(0, new IntValuesVerifierProc(0).addMissing());
+        intValues.forEachValueInDoc(1, new IntValuesVerifierProc(1).addMissing());
+        intValues.forEachValueInDoc(2, new IntValuesVerifierProc(2).addMissing());
+
+        // float
+
+        FloatValues floatValues = fieldData.getFloatValues();
+
+        assertThat(floatValues.isMultiValued(), equalTo(false));
+
+        assertThat(floatValues.hasValue(0), equalTo(false));
+        assertThat(floatValues.hasValue(1), equalTo(false));
+        assertThat(floatValues.hasValue(2), equalTo(false));
+
+        assertThat(floatValues.getValueMissing(0, -1), equalTo(-1f));
+        assertThat(floatValues.getValueMissing(1, -1), equalTo(-1f));
+        assertThat(floatValues.getValueMissing(2, -1), equalTo(-1f));
+
+        FloatArrayRef floatArrayRef = floatValues.getValues(0);
+        assertThat(floatArrayRef.size(), equalTo(0));
+
+        floatArrayRef = floatValues.getValues(1);
+        assertThat(floatArrayRef.size(), equalTo(0));
+
+        floatArrayRef = floatValues.getValues(2);
+        assertThat(floatArrayRef.size(), equalTo(0));
+
+        FloatValues.Iter floatValuesIter = floatValues.getIter(0);
+        assertThat(floatValuesIter.hasNext(), equalTo(false));
+
+        floatValuesIter = floatValues.getIter(1);
+        assertThat(floatValuesIter.hasNext(), equalTo(false));
+
+        floatValuesIter = floatValues.getIter(2);
+        assertThat(floatValuesIter.hasNext(), equalTo(false));
+
+        floatValues.forEachValueInDoc(0, new FloatValuesVerifierProc(0).addMissing());
+        floatValues.forEachValueInDoc(1, new FloatValuesVerifierProc(1).addMissing());
+        floatValues.forEachValueInDoc(2, new FloatValuesVerifierProc(2).addMissing());
+    }
+
+    protected void fillAllMissing() throws Exception {
+        Document d = new Document();
+        d.add(new StringField("_id", "1", Field.Store.NO));
+        writer.addDocument(d);
+
+        d = new Document();
+        d.add(new StringField("_id", "2", Field.Store.NO));
+        writer.addDocument(d);
+
+        d = new Document();
+        d.add(new StringField("_id", "3", Field.Store.NO));
+        writer.addDocument(d);
+    }
 }

src/test/java/org/elasticsearch/test/unit/index/fielddata/StringFieldDataTests.java

@@ -624,4 +624,125 @@ public abstract class StringFieldDataTests extends AbstractFieldDataTests {
         stringValues.forEachValueInDoc(1, new StringValuesVerifierProc(1).addMissing());
         stringValues.forEachValueInDoc(2, new StringValuesVerifierProc(2).addExpected(three()));
     }
+
+    public void testMissingValueForAll() throws Exception {
+        fillAllMissing();
+        IndexFieldData indexFieldData = getForField("value");
+        AtomicFieldData fieldData = indexFieldData.load(refreshReader());
+
+        assertThat(fieldData.getNumDocs(), equalTo(3));
+
+        BytesValues bytesValues = fieldData.getBytesValues();
+
+        assertThat(bytesValues.isMultiValued(), equalTo(false));
+
+        assertThat(bytesValues.hasValue(0), equalTo(false));
+        assertThat(bytesValues.hasValue(1), equalTo(false));
+        assertThat(bytesValues.hasValue(2), equalTo(false));
+
+        assertThat(bytesValues.getValue(0), nullValue());
+        assertThat(bytesValues.getValue(1), nullValue());
+        assertThat(bytesValues.getValue(2), nullValue());
+
+        BytesRef bytesRef = new BytesRef();
+        assertThat(bytesValues.getValueScratch(0, bytesRef), equalTo(new BytesRef()));
+        assertThat(bytesRef, equalTo(new BytesRef()));
+        assertThat(bytesValues.getValueScratch(1, bytesRef), equalTo(new BytesRef()));
+        assertThat(bytesRef, equalTo(new BytesRef()));
+        assertThat(bytesValues.getValueScratch(2, bytesRef), equalTo(new BytesRef()));
+        assertThat(bytesRef, equalTo(new BytesRef()));
+
+
+        BytesRefArrayRef bytesRefArrayRef = bytesValues.getValues(0);
+        assertThat(bytesRefArrayRef.size(), equalTo(0));
+
+        bytesRefArrayRef = bytesValues.getValues(1);
+        assertThat(bytesRefArrayRef.size(), equalTo(0));
+
+        bytesRefArrayRef = bytesValues.getValues(2);
+        assertThat(bytesRefArrayRef.size(), equalTo(0));
+
+        BytesValues.Iter bytesValuesIter = bytesValues.getIter(0);
+        assertThat(bytesValuesIter.hasNext(), equalTo(false));
+
+        bytesValuesIter = bytesValues.getIter(1);
+        assertThat(bytesValuesIter.hasNext(), equalTo(false));
+
+        bytesValuesIter = bytesValues.getIter(2);
+        assertThat(bytesValuesIter.hasNext(), equalTo(false));
+
+        bytesValues.forEachValueInDoc(0, new BytesValuesVerifierProc(0).addMissing());
+        bytesValues.forEachValueInDoc(1, new BytesValuesVerifierProc(1).addMissing());
+        bytesValues.forEachValueInDoc(2, new BytesValuesVerifierProc(2).addMissing());
+
+        HashedBytesValues hashedBytesValues = fieldData.getHashedBytesValues();
+
+        assertThat(hashedBytesValues.hasValue(0), equalTo(false));
+        assertThat(hashedBytesValues.hasValue(1), equalTo(false));
+        assertThat(hashedBytesValues.hasValue(2), equalTo(false));
+
+        assertThat(hashedBytesValues.getValue(0), nullValue());
+        assertThat(hashedBytesValues.getValue(1), nullValue());
+        assertThat(hashedBytesValues.getValue(2), nullValue());
+
+        HashedBytesValues.Iter hashedBytesValuesIter = hashedBytesValues.getIter(0);
+        assertThat(hashedBytesValuesIter.hasNext(), equalTo(false));
+
+        hashedBytesValuesIter = hashedBytesValues.getIter(1);
+        assertThat(hashedBytesValuesIter.hasNext(), equalTo(false));
+
+        hashedBytesValuesIter = hashedBytesValues.getIter(2);
+        assertThat(hashedBytesValuesIter.hasNext(), equalTo(false));
+
+        hashedBytesValues.forEachValueInDoc(0, new HashedBytesValuesVerifierProc(0).addMissing());
+        hashedBytesValues.forEachValueInDoc(1, new HashedBytesValuesVerifierProc(1).addMissing());
+        hashedBytesValues.forEachValueInDoc(2, new HashedBytesValuesVerifierProc(2).addMissing());
+
+        StringValues stringValues = fieldData.getStringValues();
+
+        assertThat(stringValues.hasValue(0), equalTo(false));
+        assertThat(stringValues.hasValue(1), equalTo(false));
+        assertThat(stringValues.hasValue(2), equalTo(false));
+
+        assertThat(stringValues.getValue(0), nullValue());
+        assertThat(stringValues.getValue(1), nullValue());
+        assertThat(stringValues.getValue(2), nullValue());
+
+        StringArrayRef stringArrayRef;
+        stringArrayRef = stringValues.getValues(0);
+        assertThat(stringArrayRef.size(), equalTo(0));
+
+        stringArrayRef = stringValues.getValues(1);
+        assertThat(stringArrayRef.size(), equalTo(0));
+
+        stringArrayRef = stringValues.getValues(2);
+        assertThat(stringArrayRef.size(), equalTo(0));
+
+        StringValues.Iter stringValuesIter = stringValues.getIter(0);
+        assertThat(stringValuesIter.hasNext(), equalTo(false));
+
+        stringValuesIter = stringValues.getIter(1);
+        assertThat(stringValuesIter.hasNext(), equalTo(false));
+
+        stringValuesIter = stringValues.getIter(2);
+        assertThat(stringValuesIter.hasNext(), equalTo(false));
+
+        stringValues.forEachValueInDoc(0, new StringValuesVerifierProc(0).addMissing());
+        stringValues.forEachValueInDoc(1, new StringValuesVerifierProc(1).addMissing());
+        stringValues.forEachValueInDoc(2, new StringValuesVerifierProc(2).addMissing());
+    }
+
+    protected void fillAllMissing() throws Exception {
+        Document d = new Document();
+        d.add(new StringField("_id", "1", Field.Store.NO));
+        writer.addDocument(d);
+
+        d = new Document();
+        d.add(new StringField("_id", "2", Field.Store.NO));
+        writer.addDocument(d);
+
+        d = new Document();
+        d.add(new StringField("_id", "3", Field.Store.NO));
+        writer.addDocument(d);
+    }
 }