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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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Original file line numberDiff line numberDiff line change
Expand Up@@ -41,11 +41,15 @@ public VectorSchemaRoot(FieldVector parent) {
}

public VectorSchemaRoot(List<Field> fields, List<FieldVector> fieldVectors, int rowCount) {
if (fields.size() != fieldVectors.size()) {
this(new Schema(fields), fieldVectors, rowCount);
}

public VectorSchemaRoot(Schema schema, List<FieldVector> fieldVectors, int rowCount) {
if (schema.getFields().size() != fieldVectors.size()) {
throw new IllegalArgumentException("Fields must match field vectors. Found " +
fieldVectors.size() + " vectors and " + fields.size() + " fields");
fieldVectors.size() + " vectors and " + schema.getFields().size() + " fields");
}
this.schema = new Schema(fields);
this.schema = schema;
this.rowCount = rowCount;
this.fieldVectors = fieldVectors;
for (int i = 0; i < schema.getFields().size(); ++i) {
Expand All@@ -65,7 +69,7 @@ public static VectorSchemaRoot create(Schema schema, BufferAllocator allocator)
throw new IllegalArgumentException("The root vector did not create the right number of children. found " +
fieldVectors.size() + " expected " + schema.getFields().size());
}
return new VectorSchemaRoot(schema.getFields(), fieldVectors, 0);
return new VectorSchemaRoot(schema, fieldVectors, 0);
}

public List<FieldVector> getFieldVectors() {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -150,18 +150,19 @@ protected void ensureInitialized() throws IOException {
* Reads the schema and initializes the vectors
*/
private void initialize() throws IOException {
Schema schema = readSchema(in);
Schema originalSchema = readSchema(in);
List<Field> fields = new ArrayList<>();
List<FieldVector> vectors = new ArrayList<>();
Map<Long, Dictionary> dictionaries = new HashMap<>();

for (Field field: schema.getFields()) {
for (Field field: originalSchema.getFields()) {
Field updated = toMemoryFormat(field, dictionaries);
fields.add(updated);
vectors.add(updated.createVector(allocator));
}
Schema schema = new Schema(fields, originalSchema.getCustomMetadata());

this.root = new VectorSchemaRoot(fields, vectors, 0);
this.root = new VectorSchemaRoot(schema, vectors, 0);
this.loader = new VectorLoader(root);
this.dictionaries = Collections.unmodifiableMap(dictionaries);
}
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -78,7 +78,7 @@ protected ArrowWriter(VectorSchemaRoot root, DictionaryProvider provider, Writab
fields.add(toMessageFormat(field, provider, dictionaryBatches));
}

this.schema = new Schema(fields);
this.schema = new Schema(fields, root.getSchema().getCustomMetadata());
this.dictionaries = Collections.unmodifiableList(new ArrayList<>(dictionaryBatches.values()));
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,19 +25,27 @@
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonInclude.Include;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.ObjectReader;
import com.fasterxml.jackson.databind.ObjectWriter;
import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.flatbuf.KeyValue;

/**
* An Arrow Schema
*/
Expand DownExpand Up@@ -76,24 +84,43 @@ public static Schema convertSchema(org.apache.arrow.flatbuf.Schema schema) {
childrenBuilder.add(convertField(schema.fields(i)));
}
List<Field> fields = childrenBuilder.build();
return new Schema(fields);
ImmutableMap.Builder<String, String> metadataBuilder = ImmutableMap.builder();
for (int i = 0; i < schema.customMetadataLength(); i++) {
KeyValue kv = schema.customMetadata(i);
String key = kv.key(), value = kv.value();
metadataBuilder.put(key == null ? "" : key, value == null ? "" : value);
}
Map<String, String> metadata = metadataBuilder.build();
return new Schema(fields, metadata);
}

private final List<Field> fields;
private final Map<String, String> metadata;

public Schema(Iterable<Field> fields) {
this(fields, null);
}

@JsonCreator
public Schema(@JsonProperty("fields") Iterable<Field> fields) {
public Schema(@JsonProperty("fields") Iterable<Field> fields,
@JsonProperty("metadata") Map<String, String> metadata) {
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
this.fields = Collections.unmodifiableList(fieldList);
this.metadata = metadata == null ? ImmutableMap.<String, String>of() : ImmutableMap.copyOf(metadata);
}

public List<Field> getFields() {
return fields;
}

@JsonInclude(Include.NON_EMPTY)
public Map<String, String> getCustomMetadata() {
return metadata;
}

/**
* @param name the name of the field to return
* @return the corresponding field
Expand All@@ -117,27 +144,42 @@ public int getSchema(FlatBufferBuilder builder) {
fieldOffsets[i] = fields.get(i).getField(builder);
}
int fieldsOffset = org.apache.arrow.flatbuf.Schema.createFieldsVector(builder, fieldOffsets);
int[] metadataOffsets = new int[metadata.size()];
Iterator<Entry<String, String>> metadataIterator = metadata.entrySet().iterator();
for (int i = 0; i < metadataOffsets.length; i ++) {
Entry<String, String> kv = metadataIterator.next();
int keyOffset = builder.createString(kv.getKey());
int valueOffset = builder.createString(kv.getValue());
KeyValue.startKeyValue(builder);
KeyValue.addKey(builder, keyOffset);
KeyValue.addValue(builder, valueOffset);
metadataOffsets[i] = KeyValue.endKeyValue(builder);
}
int metadataOffset = org.apache.arrow.flatbuf.Field.createCustomMetadataVector(builder, metadataOffsets);
org.apache.arrow.flatbuf.Schema.startSchema(builder);
org.apache.arrow.flatbuf.Schema.addFields(builder, fieldsOffset);
org.apache.arrow.flatbuf.Schema.addCustomMetadata(builder, metadataOffset);
return org.apache.arrow.flatbuf.Schema.endSchema(builder);
}


@Override
public int hashCode() {
return Objects.hashCode(fields);
return Objects.hash(fields, metadata);
}

@Override
public boolean equals(Object obj) {
if (!(obj instanceof Schema)) {
return false;
}
return Objects.equals(this.fields, ((Schema) obj).fields);
return Objects.equals(this.fields, ((Schema) obj).fields) &&
Objects.equals(this.metadata, ((Schema) obj).metadata);
}

@Override
public String toString() {
return "Schema<" + Joiner.on(", ").join(fields) + ">";
String meta = metadata.isEmpty() ? "" : "(metadata: " + metadata.toString() + ")";
return "Schema<" + Joiner.on(", ").join(fields) + ">" + meta;
}
}
Original file line numberDiff line numberDiff line change
Expand Up@@ -29,6 +29,7 @@
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

Expand DownExpand Up@@ -386,7 +387,7 @@ private void validateTinyData(VectorSchemaRoot root) {
}

@Test
public void testWriteReadFieldMetadata() throws IOException {
public void testWriteReadMetadata() throws IOException {
File file = new File("target/mytest_metadata.arrow");
ByteArrayOutputStream stream = new ByteArrayOutputStream();

Expand All@@ -397,7 +398,11 @@ public void testWriteReadFieldMetadata() throws IOException {
childFields.add(new Field("list-child", new FieldType(true, ArrowType.List.INSTANCE, null, metadata(4)),
ImmutableList.of(new Field("l1", FieldType.nullable(new ArrowType.Int(16 ,true)), null))));
Field field = new Field("meta", new FieldType(true, ArrowType.Struct.INSTANCE, null, metadata(0)), childFields);
List<Field> fields = ImmutableList.of(field);
Map<String, String> metadata = new HashMap<>();
metadata.put("s1", "v1");
metadata.put("s2", "v2");
Schema originalSchema = new Schema(ImmutableList.of(field), metadata);
Assert.assertEquals(metadata, originalSchema.getCustomMetadata());

// write
try (BufferAllocator originalVectorAllocator = allocator.newChildAllocator("original vectors", 0, Integer.MAX_VALUE);
Expand All@@ -406,7 +411,7 @@ public void testWriteReadFieldMetadata() throws IOException {
vector.getMutator().setValueCount(0);

List<FieldVector> vectors = ImmutableList.<FieldVector>of(vector);
VectorSchemaRoot root = new VectorSchemaRoot(fields, vectors, 0);
VectorSchemaRoot root = new VectorSchemaRoot(originalSchema, vectors, 0);

try (FileOutputStream fileOutputStream = new FileOutputStream(file);
ArrowFileWriter fileWriter = new ArrowFileWriter(root, null, fileOutputStream.getChannel());
Expand All@@ -428,7 +433,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand All@@ -443,7 +449,8 @@ public void testWriteReadFieldMetadata() throws IOException {
VectorSchemaRoot root = arrowReader.getVectorSchemaRoot();
Schema schema = root.getSchema();
LOGGER.debug("reading schema: " + schema);
Assert.assertEquals(fields, schema.getFields());
Assert.assertEquals(originalSchema, schema);
Assert.assertEquals(originalSchema.getCustomMetadata(), schema.getCustomMetadata());
Field top = schema.getFields().get(0);
Assert.assertEquals(metadata(0), top.getMetadata());
for (int i = 0; i < 4; i ++) {
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -21,6 +21,12 @@
import static org.apache.arrow.vector.types.FloatingPointPrecision.SINGLE;
import static org.junit.Assert.assertEquals;

import java.util.HashMap;
import java.util.Map;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

import org.apache.arrow.vector.types.TimeUnit;
import org.apache.arrow.vector.types.Types.MinorType;
import org.apache.arrow.vector.types.UnionMode;
Expand All@@ -36,9 +42,6 @@
import org.apache.arrow.vector.types.pojo.Schema;
import org.junit.Test;

import com.google.common.collect.ImmutableList;
import com.google.flatbuffers.FlatBufferBuilder;

/**
* Test conversion between Flatbuf and Pojo field representations
*/
Expand DownExpand Up@@ -69,6 +72,18 @@ public void schema() {
run(initialSchema);
}

@Test
public void schemaMetadata() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
childrenBuilder.add(new Field("child1", FieldType.nullable(Utf8.INSTANCE), null));
childrenBuilder.add(new Field("child2", FieldType.nullable(new FloatingPoint(SINGLE)), ImmutableList.<Field>of()));
Map<String, String> metadata = new HashMap<>();
metadata.put("key1", "value1");
metadata.put("key2", "value2");
Schema initialSchema = new Schema(childrenBuilder.build(), metadata);
run(initialSchema);
}

@Test
public void nestedSchema() {
ImmutableList.Builder<Field> childrenBuilder = ImmutableList.builder();
Expand Down