Merge pull request #11385 from angoenka/update_um_image

TOIL: Update Unified worker image
diff --git a/CHANGES.md b/CHANGES.md
index 4684ece..7b0d56a 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -47,6 +47,33 @@
 * Fixed X (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
 -->
 
+# [2.22.0] - Unreleased
+
+## Highlights
+
+* New highly anticipated feature X added to Python SDK ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
+* New highly anticipated feature Y added to JavaSDK ([BEAM-Y](https://issues.apache.org/jira/browse/BEAM-Y)).
+
+## I/Os
+
+* Support for X source added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
+
+## New Features / Improvements
+
+* --direct_num_workers=0 is supported for FnApi runner. It will set the number of threads/subprocesses to number of cores of the machine executing the pipeline([BEAM-9443](https://issues.apache.org/jira/browse/BEAM-9443)).
+
+## Breaking Changes
+
+* X behavior was changed ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
+
+## Deprecations
+
+* X behavior is deprecated and will be removed in X versions ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
+
+## Known Issues
+
+* Fixed X (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
+
 # [2.21.0] - Unreleased
 
 ## Highlights
diff --git a/model/fn-execution/src/main/proto/beam_fn_api.proto b/model/fn-execution/src/main/proto/beam_fn_api.proto
index 684d7b6..8297b3a 100644
--- a/model/fn-execution/src/main/proto/beam_fn_api.proto
+++ b/model/fn-execution/src/main/proto/beam_fn_api.proto
@@ -487,7 +487,7 @@
 
   // Represent the encoded user timer for a given instruction, transform and
   // timer id.
-  message Timer {
+  message Timers {
     // (Required) A reference to an active instruction request with the given
     // instruction id.
     string instruction_id = 1;
@@ -516,7 +516,7 @@
   repeated Data data = 1;
 
   // (Optional)  A list of timer byte streams.
-  repeated Timer timer = 2;
+  repeated Timers timers = 2;
 }
 
 // Stable
diff --git a/sdks/go/pkg/beam/model/fnexecution_v1/beam_fn_api.pb.go b/sdks/go/pkg/beam/model/fnexecution_v1/beam_fn_api.pb.go
index 46f1ebc..ccbbde8 100644
--- a/sdks/go/pkg/beam/model/fnexecution_v1/beam_fn_api.pb.go
+++ b/sdks/go/pkg/beam/model/fnexecution_v1/beam_fn_api.pb.go
@@ -187,12 +187,12 @@
 	// (Required) A request that the SDK Harness needs to interpret.
 	//
 	// Types that are valid to be assigned to Request:
-	//	*InstructionRequest_Register
 	//	*InstructionRequest_ProcessBundle
 	//	*InstructionRequest_ProcessBundleProgress
 	//	*InstructionRequest_ProcessBundleSplit
 	//	*InstructionRequest_FinalizeBundle
 	//	*InstructionRequest_ProcessBundleProgressMetadata
+	//	*InstructionRequest_Register
 	Request              isInstructionRequest_Request `protobuf_oneof:"request"`
 	XXX_NoUnkeyedLiteral struct{}                     `json:"-"`
 	XXX_unrecognized     []byte                       `json:"-"`
@@ -235,10 +235,6 @@
 	isInstructionRequest_Request()
 }
 
-type InstructionRequest_Register struct {
-	Register *RegisterRequest `protobuf:"bytes,1000,opt,name=register,proto3,oneof"`
-}
-
 type InstructionRequest_ProcessBundle struct {
 	ProcessBundle *ProcessBundleRequest `protobuf:"bytes,1001,opt,name=process_bundle,json=processBundle,proto3,oneof"`
 }
@@ -259,7 +255,9 @@
 	ProcessBundleProgressMetadata *ProcessBundleProgressMetadataRequest `protobuf:"bytes,1005,opt,name=process_bundle_progress_metadata,json=processBundleProgressMetadata,proto3,oneof"`
 }
 
-func (*InstructionRequest_Register) isInstructionRequest_Request() {}
+type InstructionRequest_Register struct {
+	Register *RegisterRequest `protobuf:"bytes,1000,opt,name=register,proto3,oneof"`
+}
 
 func (*InstructionRequest_ProcessBundle) isInstructionRequest_Request() {}
 
@@ -271,6 +269,8 @@
 
 func (*InstructionRequest_ProcessBundleProgressMetadata) isInstructionRequest_Request() {}
 
+func (*InstructionRequest_Register) isInstructionRequest_Request() {}
+
 func (m *InstructionRequest) GetRequest() isInstructionRequest_Request {
 	if m != nil {
 		return m.Request
@@ -278,13 +278,6 @@
 	return nil
 }
 
-func (m *InstructionRequest) GetRegister() *RegisterRequest {
-	if x, ok := m.GetRequest().(*InstructionRequest_Register); ok {
-		return x.Register
-	}
-	return nil
-}
-
 func (m *InstructionRequest) GetProcessBundle() *ProcessBundleRequest {
 	if x, ok := m.GetRequest().(*InstructionRequest_ProcessBundle); ok {
 		return x.ProcessBundle
@@ -320,15 +313,22 @@
 	return nil
 }
 
+func (m *InstructionRequest) GetRegister() *RegisterRequest {
+	if x, ok := m.GetRequest().(*InstructionRequest_Register); ok {
+		return x.Register
+	}
+	return nil
+}
+
 // XXX_OneofWrappers is for the internal use of the proto package.
 func (*InstructionRequest) XXX_OneofWrappers() []interface{} {
 	return []interface{}{
-		(*InstructionRequest_Register)(nil),
 		(*InstructionRequest_ProcessBundle)(nil),
 		(*InstructionRequest_ProcessBundleProgress)(nil),
 		(*InstructionRequest_ProcessBundleSplit)(nil),
 		(*InstructionRequest_FinalizeBundle)(nil),
 		(*InstructionRequest_ProcessBundleProgressMetadata)(nil),
+		(*InstructionRequest_Register)(nil),
 	}
 }
 
@@ -347,12 +347,12 @@
 	// response type depending on the request this matches.
 	//
 	// Types that are valid to be assigned to Response:
-	//	*InstructionResponse_Register
 	//	*InstructionResponse_ProcessBundle
 	//	*InstructionResponse_ProcessBundleProgress
 	//	*InstructionResponse_ProcessBundleSplit
 	//	*InstructionResponse_FinalizeBundle
 	//	*InstructionResponse_ProcessBundleProgressMetadata
+	//	*InstructionResponse_Register
 	Response             isInstructionResponse_Response `protobuf_oneof:"response"`
 	XXX_NoUnkeyedLiteral struct{}                       `json:"-"`
 	XXX_unrecognized     []byte                         `json:"-"`
@@ -402,10 +402,6 @@
 	isInstructionResponse_Response()
 }
 
-type InstructionResponse_Register struct {
-	Register *RegisterResponse `protobuf:"bytes,1000,opt,name=register,proto3,oneof"`
-}
-
 type InstructionResponse_ProcessBundle struct {
 	ProcessBundle *ProcessBundleResponse `protobuf:"bytes,1001,opt,name=process_bundle,json=processBundle,proto3,oneof"`
 }
@@ -426,7 +422,9 @@
 	ProcessBundleProgressMetadata *ProcessBundleProgressMetadataResponse `protobuf:"bytes,1005,opt,name=process_bundle_progress_metadata,json=processBundleProgressMetadata,proto3,oneof"`
 }
 
-func (*InstructionResponse_Register) isInstructionResponse_Response() {}
+type InstructionResponse_Register struct {
+	Register *RegisterResponse `protobuf:"bytes,1000,opt,name=register,proto3,oneof"`
+}
 
 func (*InstructionResponse_ProcessBundle) isInstructionResponse_Response() {}
 
@@ -438,6 +436,8 @@
 
 func (*InstructionResponse_ProcessBundleProgressMetadata) isInstructionResponse_Response() {}
 
+func (*InstructionResponse_Register) isInstructionResponse_Response() {}
+
 func (m *InstructionResponse) GetResponse() isInstructionResponse_Response {
 	if m != nil {
 		return m.Response
@@ -445,13 +445,6 @@
 	return nil
 }
 
-func (m *InstructionResponse) GetRegister() *RegisterResponse {
-	if x, ok := m.GetResponse().(*InstructionResponse_Register); ok {
-		return x.Register
-	}
-	return nil
-}
-
 func (m *InstructionResponse) GetProcessBundle() *ProcessBundleResponse {
 	if x, ok := m.GetResponse().(*InstructionResponse_ProcessBundle); ok {
 		return x.ProcessBundle
@@ -487,15 +480,22 @@
 	return nil
 }
 
+func (m *InstructionResponse) GetRegister() *RegisterResponse {
+	if x, ok := m.GetResponse().(*InstructionResponse_Register); ok {
+		return x.Register
+	}
+	return nil
+}
+
 // XXX_OneofWrappers is for the internal use of the proto package.
 func (*InstructionResponse) XXX_OneofWrappers() []interface{} {
 	return []interface{}{
-		(*InstructionResponse_Register)(nil),
 		(*InstructionResponse_ProcessBundle)(nil),
 		(*InstructionResponse_ProcessBundleProgress)(nil),
 		(*InstructionResponse_ProcessBundleSplit)(nil),
 		(*InstructionResponse_FinalizeBundle)(nil),
 		(*InstructionResponse_ProcessBundleProgressMetadata)(nil),
+		(*InstructionResponse_Register)(nil),
 	}
 }
 
@@ -980,8 +980,10 @@
 func (m *ProcessBundleRequest_CacheToken_UserState) Reset() {
 	*m = ProcessBundleRequest_CacheToken_UserState{}
 }
-func (m *ProcessBundleRequest_CacheToken_UserState) String() string { return proto.CompactTextString(m) }
-func (*ProcessBundleRequest_CacheToken_UserState) ProtoMessage()    {}
+func (m *ProcessBundleRequest_CacheToken_UserState) String() string {
+	return proto.CompactTextString(m)
+}
+func (*ProcessBundleRequest_CacheToken_UserState) ProtoMessage() {}
 func (*ProcessBundleRequest_CacheToken_UserState) Descriptor() ([]byte, []int) {
 	return fileDescriptor_6d954c03a4758710, []int{9, 0, 0}
 }
@@ -1018,8 +1020,10 @@
 func (m *ProcessBundleRequest_CacheToken_SideInput) Reset() {
 	*m = ProcessBundleRequest_CacheToken_SideInput{}
 }
-func (m *ProcessBundleRequest_CacheToken_SideInput) String() string { return proto.CompactTextString(m) }
-func (*ProcessBundleRequest_CacheToken_SideInput) ProtoMessage()    {}
+func (m *ProcessBundleRequest_CacheToken_SideInput) String() string {
+	return proto.CompactTextString(m)
+}
+func (*ProcessBundleRequest_CacheToken_SideInput) ProtoMessage() {}
 func (*ProcessBundleRequest_CacheToken_SideInput) Descriptor() ([]byte, []int) {
 	return fileDescriptor_6d954c03a4758710, []int{9, 0, 1}
 }
@@ -1687,10 +1691,10 @@
 	// (Optional) A list containing parts of logical byte streams.
 	Data []*Elements_Data `protobuf:"bytes,1,rep,name=data,proto3" json:"data,omitempty"`
 	// (Optional)  A list of timer byte streams.
-	Timer                []*Elements_Timer `protobuf:"bytes,2,rep,name=timer,proto3" json:"timer,omitempty"`
-	XXX_NoUnkeyedLiteral struct{}          `json:"-"`
-	XXX_unrecognized     []byte            `json:"-"`
-	XXX_sizecache        int32             `json:"-"`
+	Timers               []*Elements_Timers `protobuf:"bytes,2,rep,name=timers,proto3" json:"timers,omitempty"`
+	XXX_NoUnkeyedLiteral struct{}           `json:"-"`
+	XXX_unrecognized     []byte             `json:"-"`
+	XXX_sizecache        int32              `json:"-"`
 }
 
 func (m *Elements) Reset()         { *m = Elements{} }
@@ -1725,9 +1729,9 @@
 	return nil
 }
 
-func (m *Elements) GetTimer() []*Elements_Timer {
+func (m *Elements) GetTimers() []*Elements_Timers {
 	if m != nil {
-		return m.Timer
+		return m.Timers
 	}
 	return nil
 }
@@ -1814,7 +1818,7 @@
 
 // Represent the encoded user timer for a given instruction, transform and
 // timer id.
-type Elements_Timer struct {
+type Elements_Timers struct {
 	// (Required) A reference to an active instruction request with the given
 	// instruction id.
 	InstructionId string `protobuf:"bytes,1,opt,name=instruction_id,json=instructionId,proto3" json:"instruction_id,omitempty"`
@@ -1823,7 +1827,7 @@
 	// harness that should consume these timers. If sent by a harness, this
 	// represents the producer of these timers.
 	TransformId string `protobuf:"bytes,2,opt,name=transform_id,json=transformId,proto3" json:"transform_id,omitempty"`
-	// (Optional) The local timer family name used to identify the associated
+	// (Required) The local timer family name used to identify the associated
 	// timer family specification
 	TimerFamilyId string `protobuf:"bytes,3,opt,name=timer_family_id,json=timerFamilyId,proto3" json:"timer_family_id,omitempty"`
 	// (Optional) Represents a logical byte stream of timers. Encoded according
@@ -1837,60 +1841,60 @@
 	XXX_sizecache        int32    `json:"-"`
 }
 
-func (m *Elements_Timer) Reset()         { *m = Elements_Timer{} }
-func (m *Elements_Timer) String() string { return proto.CompactTextString(m) }
-func (*Elements_Timer) ProtoMessage()    {}
-func (*Elements_Timer) Descriptor() ([]byte, []int) {
+func (m *Elements_Timers) Reset()         { *m = Elements_Timers{} }
+func (m *Elements_Timers) String() string { return proto.CompactTextString(m) }
+func (*Elements_Timers) ProtoMessage()    {}
+func (*Elements_Timers) Descriptor() ([]byte, []int) {
 	return fileDescriptor_6d954c03a4758710, []int{19, 1}
 }
 
-func (m *Elements_Timer) XXX_Unmarshal(b []byte) error {
-	return xxx_messageInfo_Elements_Timer.Unmarshal(m, b)
+func (m *Elements_Timers) XXX_Unmarshal(b []byte) error {
+	return xxx_messageInfo_Elements_Timers.Unmarshal(m, b)
 }
-func (m *Elements_Timer) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
-	return xxx_messageInfo_Elements_Timer.Marshal(b, m, deterministic)
+func (m *Elements_Timers) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
+	return xxx_messageInfo_Elements_Timers.Marshal(b, m, deterministic)
 }
-func (m *Elements_Timer) XXX_Merge(src proto.Message) {
-	xxx_messageInfo_Elements_Timer.Merge(m, src)
+func (m *Elements_Timers) XXX_Merge(src proto.Message) {
+	xxx_messageInfo_Elements_Timers.Merge(m, src)
 }
-func (m *Elements_Timer) XXX_Size() int {
-	return xxx_messageInfo_Elements_Timer.Size(m)
+func (m *Elements_Timers) XXX_Size() int {
+	return xxx_messageInfo_Elements_Timers.Size(m)
 }
-func (m *Elements_Timer) XXX_DiscardUnknown() {
-	xxx_messageInfo_Elements_Timer.DiscardUnknown(m)
+func (m *Elements_Timers) XXX_DiscardUnknown() {
+	xxx_messageInfo_Elements_Timers.DiscardUnknown(m)
 }
 
-var xxx_messageInfo_Elements_Timer proto.InternalMessageInfo
+var xxx_messageInfo_Elements_Timers proto.InternalMessageInfo
 
-func (m *Elements_Timer) GetInstructionId() string {
+func (m *Elements_Timers) GetInstructionId() string {
 	if m != nil {
 		return m.InstructionId
 	}
 	return ""
 }
 
-func (m *Elements_Timer) GetTransformId() string {
+func (m *Elements_Timers) GetTransformId() string {
 	if m != nil {
 		return m.TransformId
 	}
 	return ""
 }
 
-func (m *Elements_Timer) GetTimerFamilyId() string {
+func (m *Elements_Timers) GetTimerFamilyId() string {
 	if m != nil {
 		return m.TimerFamilyId
 	}
 	return ""
 }
 
-func (m *Elements_Timer) GetTimers() []byte {
+func (m *Elements_Timers) GetTimers() []byte {
 	if m != nil {
 		return m.Timers
 	}
 	return nil
 }
 
-func (m *Elements_Timer) GetIsLast() bool {
+func (m *Elements_Timers) GetIsLast() bool {
 	if m != nil {
 		return m.IsLast
 	}
@@ -3413,7 +3417,7 @@
 	proto.RegisterType((*FinalizeBundleResponse)(nil), "org.apache.beam.model.fn_execution.v1.FinalizeBundleResponse")
 	proto.RegisterType((*Elements)(nil), "org.apache.beam.model.fn_execution.v1.Elements")
 	proto.RegisterType((*Elements_Data)(nil), "org.apache.beam.model.fn_execution.v1.Elements.Data")
-	proto.RegisterType((*Elements_Timer)(nil), "org.apache.beam.model.fn_execution.v1.Elements.Timer")
+	proto.RegisterType((*Elements_Timers)(nil), "org.apache.beam.model.fn_execution.v1.Elements.Timers")
 	proto.RegisterType((*StateRequest)(nil), "org.apache.beam.model.fn_execution.v1.StateRequest")
 	proto.RegisterType((*StateResponse)(nil), "org.apache.beam.model.fn_execution.v1.StateResponse")
 	proto.RegisterType((*StateKey)(nil), "org.apache.beam.model.fn_execution.v1.StateKey")
@@ -3444,196 +3448,196 @@
 func init() { proto.RegisterFile("beam_fn_api.proto", fileDescriptor_6d954c03a4758710) }
 
 var fileDescriptor_6d954c03a4758710 = []byte{
-	// 3023 bytes of a gzipped FileDescriptorProto
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+	0x68, 0xa0, 0x35, 0xf4, 0x7d, 0x09, 0x20, 0x72, 0x19, 0x28, 0x7d, 0x42, 0x60, 0xc8, 0x2f, 0xc9,
+	0xd7, 0xa6, 0x18, 0x19, 0x48, 0xb1, 0xf1, 0x1b, 0x09, 0x10, 0xd7, 0x55, 0xdc, 0xd7, 0xa0, 0x0f,
+	0x25, 0xa8, 0x0c, 0x54, 0xa4, 0xfd, 0x95, 0x3b, 0xc9, 0x63, 0xa5, 0x56, 0x54, 0x82, 0x57, 0xe4,
+	0x4b, 0xba, 0xb5, 0x09, 0xcf, 0x8d, 0x83, 0x88, 0x23, 0x6c, 0x95, 0xf8, 0x5c, 0x36, 0x5d, 0xf3,
+	0xcd, 0x85, 0x58, 0x93, 0x76, 0x74, 0xf9, 0xb0, 0xc0, 0x82, 0xc2, 0x17, 0xfe, 0x17, 0x00, 0x00,
+	0xff, 0xff, 0xa8, 0x54, 0xe2, 0x28, 0xe3, 0x30, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.
diff --git a/sdks/go/pkg/beam/model/pipeline_v1/beam_runner_api.pb.go b/sdks/go/pkg/beam/model/pipeline_v1/beam_runner_api.pb.go
index 7c4cbc3..697134a 100644
--- a/sdks/go/pkg/beam/model/pipeline_v1/beam_runner_api.pb.go
+++ b/sdks/go/pkg/beam/model/pipeline_v1/beam_runner_api.pb.go
@@ -505,9 +505,54 @@
 	StandardCoders_LENGTH_PREFIX StandardCoders_Enum = 6
 	// Components: None
 	StandardCoders_GLOBAL_WINDOW StandardCoders_Enum = 7
-	// Encodes an element, the window the value is in, the timestamp of the element, and the pane
-	// of the element
-	// Components: The element coder and the window coder, in that order
+	// Encodes an element, the windows it is in, the timestamp of the element,
+	// and the pane of the element. The encoding is represented as:
+	// timestamp windows pane element
+	//   timestamp - A big endian 8 byte integer representing millis-since-epoch.
+	//     The encoded representation is shifted so that the byte representation
+	//     of negative values are lexicographically ordered before the byte
+	//     representation of positive values. This is typically done by
+	//     subtracting -9223372036854775808 from the value and encoding it as a
+	//     signed big endian integer. Example values:
+	//
+	//     -9223372036854775808: 00 00 00 00 00 00 00 00
+	//                     -255: 7F FF FF FF FF FF FF 01
+	//                       -1: 7F FF FF FF FF FF FF FF
+	//                        0: 80 00 00 00 00 00 00 00
+	//                        1: 80 00 00 00 00 00 00 01
+	//                      256: 80 00 00 00 00 00 01 00
+	//      9223372036854775807: FF FF FF FF FF FF FF FF
+	//
+	//   windows - The windows are encoded using the beam:coder:iterable:v1
+	//     format, where the windows are encoded using the supplied window
+	//     coder.
+	//
+	//   pane - The first byte of the pane info determines which type of
+	//     encoding is used, as well as the is_first, is_last, and timing
+	//     fields. If this byte is bits [0 1 2 3 4 5 6 7], then:
+	//     * bits [0 1 2 3] determine the encoding as follows:
+	//         0000 - The entire pane info is encoded as a single byte.
+	//                The is_first, is_last, and timing fields are encoded
+	//                as below, and the index and non-speculative index are
+	//                both zero (and hence are not encoded here).
+	//         0001 - The pane info is encoded as this byte plus a single
+	//                VarInt encoed integer representing the pane index. The
+	//                non-speculative index can be derived as follows:
+	//                  -1 if the pane is early, otherwise equal to index.
+	//         0010 - The pane info is encoded as this byte plus two VarInt
+	//                encoded integers representing the pane index and
+	//                non-speculative index respectively.
+	//     * bits [4 5] encode the timing as follows:
+	//         00 - early
+	//         01 - on time
+	//         10 - late
+	//         11 - unknown
+	//     * bit 6 is 1 if this is the first pane, 0 otherwise.
+	//     * bit 7 is 1 if this is the last pane, 0 otherwise.
+	//
+	//   element - The element incoded using the supplied element coder.
+	//
+	// Components: The element coder and the window coder, in that order.
 	StandardCoders_WINDOWED_VALUE StandardCoders_Enum = 8
 	// A windowed value coder with parameterized timestamp, windows and pane info.
 	// Encodes an element with only the value of the windowed value.
diff --git a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexer.java b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexer.java
index 853e687..ffc613e 100644
--- a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexer.java
+++ b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexer.java
@@ -164,7 +164,7 @@
         }
       }
 
-      for (BeamFnApi.Elements.Timer timer : value.getTimerList()) {
+      for (BeamFnApi.Elements.Timers timer : value.getTimersList()) {
         try {
           LogicalEndpoint key =
               LogicalEndpoint.timer(
diff --git a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserver.java b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserver.java
index 7280178..fac51492 100644
--- a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserver.java
+++ b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserver.java
@@ -71,7 +71,7 @@
     // This will add an empty data block representing the end of stream.
     if (outputLocation.isTimer()) {
       elements
-          .addTimerBuilder()
+          .addTimersBuilder()
           .setInstructionId(outputLocation.getInstructionId())
           .setTransformId(outputLocation.getTransformId())
           .setTimerFamilyId(outputLocation.getTimerFamilyId())
@@ -121,7 +121,7 @@
 
     if (outputLocation.isTimer()) {
       elements
-          .addTimerBuilder()
+          .addTimersBuilder()
           .setInstructionId(outputLocation.getInstructionId())
           .setTransformId(outputLocation.getTransformId())
           .setTimerFamilyId(outputLocation.getTimerFamilyId())
diff --git a/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexerTest.java b/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexerTest.java
index f3bbe2a..56109eb 100644
--- a/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexerTest.java
+++ b/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataGrpcMultiplexerTest.java
@@ -50,8 +50,8 @@
                   .setInstructionId(DATA_LOCATION.getInstructionId())
                   .setTransformId(DATA_LOCATION.getTransformId())
                   .setData(ByteString.copyFrom(new byte[1])))
-          .addTimer(
-              BeamFnApi.Elements.Timer.newBuilder()
+          .addTimers(
+              BeamFnApi.Elements.Timers.newBuilder()
                   .setInstructionId(TIMER_LOCATION.getInstructionId())
                   .setTransformId(TIMER_LOCATION.getTransformId())
                   .setTimerFamilyId(TIMER_LOCATION.getTimerFamilyId())
@@ -64,8 +64,8 @@
                   .setInstructionId(DATA_LOCATION.getInstructionId())
                   .setTransformId(DATA_LOCATION.getTransformId())
                   .setIsLast(true))
-          .addTimer(
-              BeamFnApi.Elements.Timer.newBuilder()
+          .addTimers(
+              BeamFnApi.Elements.Timers.newBuilder()
                   .setInstructionId(TIMER_LOCATION.getInstructionId())
                   .setTransformId(TIMER_LOCATION.getTransformId())
                   .setTimerFamilyId(TIMER_LOCATION.getTimerFamilyId())
@@ -122,6 +122,6 @@
         contains(KV.of(ELEMENTS.getData(0).getData(), false), KV.of(ByteString.EMPTY, true)));
     assertThat(
         timerInboundValues,
-        contains(KV.of(ELEMENTS.getTimer(0).getTimers(), false), KV.of(ByteString.EMPTY, true)));
+        contains(KV.of(ELEMENTS.getTimers(0).getTimers(), false), KV.of(ByteString.EMPTY, true)));
   }
 }
diff --git a/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserverTest.java b/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserverTest.java
index ea765a2..d913a78 100644
--- a/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserverTest.java
+++ b/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataSizeBasedBufferingOutboundObserverTest.java
@@ -160,8 +160,8 @@
 
     BeamFnApi.Elements.Builder builder = messageWithDataBuilder(new byte[1]);
     if (endpoint.isTimer()) {
-      builder.addTimer(
-          BeamFnApi.Elements.Timer.newBuilder()
+      builder.addTimers(
+          BeamFnApi.Elements.Timers.newBuilder()
               .setInstructionId(endpoint.getInstructionId())
               .setTransformId(endpoint.getTransformId())
               .setTimerFamilyId(endpoint.getTimerFamilyId())
@@ -183,8 +183,8 @@
     }
     if (endpoint.isTimer()) {
       return BeamFnApi.Elements.newBuilder()
-          .addTimer(
-              BeamFnApi.Elements.Timer.newBuilder()
+          .addTimers(
+              BeamFnApi.Elements.Timers.newBuilder()
                   .setInstructionId(endpoint.getInstructionId())
                   .setTransformId(endpoint.getTransformId())
                   .setTimerFamilyId(endpoint.getTimerFamilyId())
@@ -206,7 +206,7 @@
   BeamFnApi.Elements endMessageWithData() throws IOException {
     BeamFnApi.Elements.Builder builder = messageWithDataBuilder();
     if (endpoint.isTimer()) {
-      builder.getTimerBuilder(0).setIsLast(true);
+      builder.getTimersBuilder(0).setIsLast(true);
     } else {
       builder.getDataBuilder(0).setIsLast(true);
     }
diff --git a/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataTimeBasedBufferingOutboundObserverTest.java b/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataTimeBasedBufferingOutboundObserverTest.java
index 26ada94..48ee753 100644
--- a/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataTimeBasedBufferingOutboundObserverTest.java
+++ b/sdks/java/fn-execution/src/test/java/org/apache/beam/sdk/fn/data/BeamFnDataTimeBasedBufferingOutboundObserverTest.java
@@ -156,8 +156,8 @@
     }
     if (endpoint.isTimer()) {
       return BeamFnApi.Elements.newBuilder()
-          .addTimer(
-              BeamFnApi.Elements.Timer.newBuilder()
+          .addTimers(
+              BeamFnApi.Elements.Timers.newBuilder()
                   .setInstructionId(endpoint.getInstructionId())
                   .setTransformId(endpoint.getTransformId())
                   .setTimerFamilyId(endpoint.getTimerFamilyId())
diff --git a/sdks/python/apache_beam/runners/portability/fn_api_runner/fn_runner.py b/sdks/python/apache_beam/runners/portability/fn_api_runner/fn_runner.py
index 34b605f..ffafa4b 100644
--- a/sdks/python/apache_beam/runners/portability/fn_api_runner/fn_runner.py
+++ b/sdks/python/apache_beam/runners/portability/fn_api_runner/fn_runner.py
@@ -25,6 +25,7 @@
 import contextlib
 import copy
 import itertools
+import multiprocessing
 import logging
 import os
 import subprocess
@@ -158,8 +159,12 @@
     pipeline.visit(DataflowRunner.group_by_key_input_visitor())
     self._bundle_repeat = self._bundle_repeat or options.view_as(
         pipeline_options.DirectOptions).direct_runner_bundle_repeat
-    self._num_workers = options.view_as(
-        pipeline_options.DirectOptions).direct_num_workers or self._num_workers
+    pipeline_direct_num_workers = options.view_as(
+        pipeline_options.DirectOptions).direct_num_workers
+    if pipeline_direct_num_workers == 0:
+      self._num_workers = multiprocessing.cpu_count()
+    else:
+      self._num_workers = pipeline_direct_num_workers or self._num_workers
 
     # set direct workers running mode if it is defined with pipeline options.
     running_mode = \
@@ -964,7 +969,7 @@
           expect_reads,
           abort_callback=lambda:
           (result_future.is_done() and result_future.get().error)):
-        if isinstance(output, beam_fn_api_pb2.Elements.Timer):
+        if isinstance(output, beam_fn_api_pb2.Elements.Timers):
           with BundleManager._lock:
             self._get_buffer(
                 expected_output_timers[(
diff --git a/sdks/python/apache_beam/runners/worker/bundle_processor.py b/sdks/python/apache_beam/runners/worker/bundle_processor.py
index d00ca1e..e2659f8 100644
--- a/sdks/python/apache_beam/runners/worker/bundle_processor.py
+++ b/sdks/python/apache_beam/runners/worker/bundle_processor.py
@@ -900,7 +900,7 @@
       for data_channel, expected_inputs in data_channels.items():
         for element in data_channel.input_elements(instruction_id,
                                                    expected_inputs):
-          if isinstance(element, beam_fn_api_pb2.Elements.Timer):
+          if isinstance(element, beam_fn_api_pb2.Elements.Timers):
             timer_coder_impl = (
                 self.timers_info[(
                     element.transform_id,
diff --git a/sdks/python/apache_beam/runners/worker/data_plane.py b/sdks/python/apache_beam/runners/worker/data_plane.py
index c51ed88..2468906 100644
--- a/sdks/python/apache_beam/runners/worker/data_plane.py
+++ b/sdks/python/apache_beam/runners/worker/data_plane.py
@@ -67,7 +67,7 @@
   import apache_beam.coders.slow_stream
   OutputStream = apache_beam.coders.slow_stream.OutputStream
   DataOrTimers = \
-    Union[beam_fn_api_pb2.Elements.Data, beam_fn_api_pb2.Elements.Timer]
+    Union[beam_fn_api_pb2.Elements.Data, beam_fn_api_pb2.Elements.Timers]
 else:
   OutputStream = type(coder_impl.create_OutputStream())
 
@@ -223,7 +223,7 @@
                     ):
     # type: (...) -> Iterator[DataOrTimers]
 
-    """Returns an iterable of all Element.Data and Element.Timer bundles for
+    """Returns an iterable of all Element.Data and Element.Timers bundles for
     instruction_id.
 
     This iterable terminates only once the full set of data has been recieved
@@ -309,7 +309,7 @@
     other_inputs = []
     for element in self._inputs:
       if element.instruction_id == instruction_id:
-        if isinstance(element, beam_fn_api_pb2.Elements.Timer):
+        if isinstance(element, beam_fn_api_pb2.Elements.Timers):
           if not element.is_last:
             yield element
         if isinstance(element, beam_fn_api_pb2.Elements.Data):
@@ -323,7 +323,7 @@
     def add_to_inverse_output(timer):
       if timer:
         self._inverse._inputs.append(
-            beam_fn_api_pb2.Elements.Timer(
+            beam_fn_api_pb2.Elements.Timers(
                 instruction_id=instruction_id,
                 transform_id=transform_id,
                 timer_family_id=timer_family_id,
@@ -333,7 +333,7 @@
     def close_stream(timer):
       add_to_inverse_output(timer)
       self._inverse._inputs.append(
-          beam_fn_api_pb2.Elements.Timer(
+          beam_fn_api_pb2.Elements.Timers(
               instruction_id=instruction_id,
               transform_id=transform_id,
               timer_family_id='',
@@ -428,7 +428,7 @@
             t, v, tb = self._exc_info
             raise_(t, v, tb)
         else:
-          if isinstance(element, beam_fn_api_pb2.Elements.Timer):
+          if isinstance(element, beam_fn_api_pb2.Elements.Timers):
             if element.is_last:
               done_inputs.add((element.transform_id, element.timer_family_id))
             else:
@@ -476,7 +476,7 @@
     def add_to_send_queue(timer):
       if timer:
         self._to_send.put(
-            beam_fn_api_pb2.Elements.Timer(
+            beam_fn_api_pb2.Elements.Timers(
                 instruction_id=instruction_id,
                 transform_id=transform_id,
                 timer_family_id=timer_family_id,
@@ -486,7 +486,7 @@
     def close_callback(timer):
       add_to_send_queue(timer)
       self._to_send.put(
-          beam_fn_api_pb2.Elements.Timer(
+          beam_fn_api_pb2.Elements.Timers(
               instruction_id=instruction_id,
               transform_id=transform_id,
               timer_family_id=timer_family_id,
@@ -514,19 +514,19 @@
         data_stream = []
         timer_stream = []
         for stream in streams:
-          if isinstance(stream, beam_fn_api_pb2.Elements.Timer):
+          if isinstance(stream, beam_fn_api_pb2.Elements.Timers):
             timer_stream.append(stream)
           elif isinstance(stream, beam_fn_api_pb2.Elements.Data):
             data_stream.append(stream)
           else:
             raise ValueError('Unexpected output element type %s' % type(stream))
-        yield beam_fn_api_pb2.Elements(data=data_stream, timer=timer_stream)
+        yield beam_fn_api_pb2.Elements(data=data_stream, timers=timer_stream)
 
   def _read_inputs(self, elements_iterator):
     # type: (Iterable[beam_fn_api_pb2.Elements]) -> None
     try:
       for elements in elements_iterator:
-        for timer in elements.timer:
+        for timer in elements.timers:
           self._receiving_queue(timer.instruction_id).put(timer)
         for data in elements.data:
           self._receiving_queue(data.instruction_id).put(data)
diff --git a/sdks/python/apache_beam/transforms/trigger.py b/sdks/python/apache_beam/transforms/trigger.py
index 3c4a24d..6ce9ba1 100644
--- a/sdks/python/apache_beam/transforms/trigger.py
+++ b/sdks/python/apache_beam/transforms/trigger.py
@@ -253,7 +253,7 @@
         'after_end_of_window': AfterWatermark,
         'after_processing_time': AfterProcessingTime,
         # after_processing_time, after_synchronized_processing_time
-        # always
+        'always': Always,
         'default': DefaultTrigger,
         'element_count': AfterCount,
         # never
@@ -367,6 +367,47 @@
     return False
 
 
+class Always(TriggerFn):
+  """Repeatedly invoke the given trigger, never finishing."""
+  def __init__(self):
+    pass
+
+  def __repr__(self):
+    return 'Always'
+
+  def __eq__(self, other):
+    return type(self) == type(other)
+
+  def __hash__(self):
+    return 1
+
+  def on_element(self, element, window, context):
+    pass
+
+  def on_merge(self, to_be_merged, merge_result, context):
+    pass
+
+  def has_ontime_pane(self):
+    False
+
+  def reset(self, window, context):
+    pass
+
+  def should_fire(self, time_domain, watermark, window, context):
+    return True
+
+  def on_fire(self, watermark, window, context):
+    return False
+
+  @staticmethod
+  def from_runner_api(proto, context):
+    return Always()
+
+  def to_runner_api(self, context):
+    return beam_runner_api_pb2.Trigger(
+        always=beam_runner_api_pb2.Trigger.Always())
+
+
 class AfterWatermark(TriggerFn):
   """Fire exactly once when the watermark passes the end of the window.
 
@@ -985,7 +1026,7 @@
   if windowing.is_default() and is_batch:
     driver = BatchGlobalTriggerDriver()
   elif (windowing.windowfn == GlobalWindows() and
-        windowing.triggerfn == AfterCount(1) and is_batch):
+        (windowing.triggerfn in [AfterCount(1), Always()]) and is_batch):
     # Here we also just pass through all the values exactly once.
     driver = BatchGlobalTriggerDriver()
   else:
diff --git a/sdks/python/apache_beam/transforms/trigger_test.py b/sdks/python/apache_beam/transforms/trigger_test.py
index 24a2867..202bdbd 100644
--- a/sdks/python/apache_beam/transforms/trigger_test.py
+++ b/sdks/python/apache_beam/transforms/trigger_test.py
@@ -55,6 +55,7 @@
 from apache_beam.transforms.trigger import AfterEach
 from apache_beam.transforms.trigger import AfterProcessingTime
 from apache_beam.transforms.trigger import AfterWatermark
+from apache_beam.transforms.trigger import Always
 from apache_beam.transforms.trigger import DefaultTrigger
 from apache_beam.transforms.trigger import GeneralTriggerDriver
 from apache_beam.transforms.trigger import InMemoryUnmergedState
@@ -484,6 +485,39 @@
                   'B-3': {10, 15, 16},
               }.items())))
 
+  def test_always(self):
+    with TestPipeline() as p:
+
+      def construct_timestamped(k_t):
+        return TimestampedValue((k_t[0], k_t[1]), k_t[1])
+
+      def format_result(k_v):
+        return ('%s-%s' % (k_v[0], len(k_v[1])), set(k_v[1]))
+
+      result = (
+          p
+          | beam.Create([1, 1, 2, 3, 4, 5, 10, 11])
+          | beam.FlatMap(lambda t: [('A', t), ('B', t + 5)])
+          | beam.Map(construct_timestamped)
+          | beam.WindowInto(
+              FixedWindows(10),
+              trigger=Always(),
+              accumulation_mode=AccumulationMode.DISCARDING)
+          | beam.GroupByKey()
+          | beam.Map(format_result))
+      assert_that(
+          result,
+          equal_to(
+              list({
+                  'A-2': {10, 11},
+                  # Elements out of windows are also emitted.
+                  'A-6': {1, 2, 3, 4, 5},
+                  # A,1 is emitted twice.
+                  'B-5': {6, 7, 8, 9},
+                  # B,6 is emitted twice.
+                  'B-3': {10, 15, 16},
+              }.items())))
+
   def test_multiple_accumulating_firings(self):
     # PCollection will contain elements from 1 to 10.
     elements = [i for i in range(1, 11)]
diff --git a/sdks/python/apache_beam/transforms/util.py b/sdks/python/apache_beam/transforms/util.py
index 369e884..5602766 100644
--- a/sdks/python/apache_beam/transforms/util.py
+++ b/sdks/python/apache_beam/transforms/util.py
@@ -63,8 +63,7 @@
 from apache_beam.transforms.ptransform import ptransform_fn
 from apache_beam.transforms.timeutil import TimeDomain
 from apache_beam.transforms.trigger import AccumulationMode
-from apache_beam.transforms.trigger import AfterCount
-from apache_beam.transforms.trigger import Repeatedly
+from apache_beam.transforms.trigger import Always
 from apache_beam.transforms.userstate import BagStateSpec
 from apache_beam.transforms.userstate import CombiningValueStateSpec
 from apache_beam.transforms.userstate import TimerSpec
@@ -679,7 +678,7 @@
     # accept only standard coders.
     ungrouped._windowing = Windowing(
         window.GlobalWindows(),
-        triggerfn=Repeatedly(AfterCount(1)),
+        triggerfn=Always(),
         accumulation_mode=AccumulationMode.DISCARDING,
         timestamp_combiner=TimestampCombiner.OUTPUT_AT_EARLIEST)
     result = (