all record fields are optional by default

3 files changed, 85 insertions, 71 deletions

diff --git a/weed/mq/schema/to_parquet_schema.go b/weed/mq/schema/to_parquet_schema.go
index a5f3481e3..bae42e0a7 100644
--- a/weed/mq/schema/to_parquet_schema.go
+++ b/weed/mq/schema/to_parquet_schema.go
@@ -21,7 +21,7 @@ func toParquetFieldType(fieldType *schema_pb.Type) (dataType parquet.Node, err e
 		dataType, err = toParquetFieldTypeScalar(fieldType.GetScalarType())
 	case *schema_pb.Type_RecordType:
 		dataType, err = toParquetFieldTypeRecord(fieldType.GetRecordType())
-		case *schema_pb.Type_ListType:
+	case *schema_pb.Type_ListType:
 		dataType, err = toParquetFieldTypeList(fieldType.GetListType())
 	default:
 		return nil, fmt.Errorf("unknown field type: %T", fieldType.Kind)
@@ -65,6 +65,9 @@ func toParquetFieldTypeRecord(recordType *schema_pb.RecordType) (parquet.Node, e
 		if err != nil {
 			return nil, err
 		}
+		if !field.IsRequired {
+			parquetFieldType = parquet.Optional(parquetFieldType)
+		}
 		recordNode[field.Name] = parquetFieldType
 	}
 	return recordNode, nil
diff --git a/weed/pb/schema.proto b/weed/pb/schema.proto
index b45a390d3..02781d532 100644
--- a/weed/pb/schema.proto
+++ b/weed/pb/schema.proto
@@ -17,6 +17,7 @@ message Field {
     Type type = 2;
     int32 index = 3;
     bool is_repeated = 4;
+    bool is_required = 5;
 }
 
 message Type {
diff --git a/weed/pb/schema_pb/schema.pb.go b/weed/pb/schema_pb/schema.pb.go
index e50ae93ad..fece91bbf 100644
--- a/weed/pb/schema_pb/schema.pb.go
+++ b/weed/pb/schema_pb/schema.pb.go
@@ -137,6 +137,7 @@ type Field struct {
 	Type       *Type  `protobuf:"bytes,2,opt,name=type,proto3" json:"type,omitempty"`
 	Index      int32  `protobuf:"varint,3,opt,name=index,proto3" json:"index,omitempty"`
 	IsRepeated bool   `protobuf:"varint,4,opt,name=is_repeated,json=isRepeated,proto3" json:"is_repeated,omitempty"`
+	IsRequired bool   `protobuf:"varint,5,opt,name=is_required,json=isRequired,proto3" json:"is_required,omitempty"`
 }
 
 func (x *Field) Reset() {
@@ -199,6 +200,13 @@ func (x *Field) GetIsRepeated() bool {
 	return false
 }
 
+func (x *Field) GetIsRequired() bool {
+	if x != nil {
+		return x.IsRequired
+	}
+	return false
+}
+
 type Type struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -625,76 +633,78 @@ var file_schema_proto_rawDesc = []byte{
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 var (