From 1c9c5ebc9b55f641b4e28d854009377198321f33 Mon Sep 17 00:00:00 2001 From: GuptaManan100 Date: Wed, 30 Dec 2020 13:50:35 +0530 Subject: [PATCH] added a new version of greedy optimizer using priority queue Signed-off-by: GuptaManan100 --- go/vt/proto/query/query.pb.go | 427 +++++++++++---------- go/vt/vtgate/planbuilder/builder.go | 2 + go/vt/vtgate/planbuilder/plan_test.go | 4 + go/vt/vtgate/planbuilder/route_planning.go | 120 ++++++ proto/query.proto | 1 + 5 files changed, 342 insertions(+), 212 deletions(-) diff --git a/go/vt/proto/query/query.pb.go b/go/vt/proto/query/query.pb.go index b6d553da9e9..24b17a9b244 100644 --- a/go/vt/proto/query/query.pb.go +++ b/go/vt/proto/query/query.pb.go @@ -465,11 +465,12 @@ func (ExecuteOptions_TransactionIsolation) EnumDescriptor() ([]byte, []int) { type ExecuteOptions_PlannerVersion int32 const ( - ExecuteOptions_DEFAULT_PLANNER ExecuteOptions_PlannerVersion = 0 - ExecuteOptions_V3 ExecuteOptions_PlannerVersion = 1 - ExecuteOptions_V4 ExecuteOptions_PlannerVersion = 2 - ExecuteOptions_V4Greedy ExecuteOptions_PlannerVersion = 3 - ExecuteOptions_V4Left2Right ExecuteOptions_PlannerVersion = 4 + ExecuteOptions_DEFAULT_PLANNER ExecuteOptions_PlannerVersion = 0 + ExecuteOptions_V3 ExecuteOptions_PlannerVersion = 1 + ExecuteOptions_V4 ExecuteOptions_PlannerVersion = 2 + ExecuteOptions_V4Greedy ExecuteOptions_PlannerVersion = 3 + ExecuteOptions_V4Left2Right ExecuteOptions_PlannerVersion = 4 + ExecuteOptions_V4GreedyOptimized ExecuteOptions_PlannerVersion = 5 ) var ExecuteOptions_PlannerVersion_name = map[int32]string{ @@ -478,14 +479,16 @@ var ExecuteOptions_PlannerVersion_name = map[int32]string{ 2: "V4", 3: "V4Greedy", 4: "V4Left2Right", + 5: "V4GreedyOptimized", } var ExecuteOptions_PlannerVersion_value = map[string]int32{ - "DEFAULT_PLANNER": 0, - "V3": 1, - "V4": 2, - "V4Greedy": 3, - "V4Left2Right": 4, + "DEFAULT_PLANNER": 0, + "V3": 1, + "V4": 2, + "V4Greedy": 3, + "V4Left2Right": 4, + "V4GreedyOptimized": 5, } func (x ExecuteOptions_PlannerVersion) String() string { @@ -4370,208 +4373,208 @@ func init() { func init() { proto.RegisterFile("query.proto", fileDescriptor_5c6ac9b241082464) } var fileDescriptor_5c6ac9b241082464 = []byte{ - // 3235 bytes of a gzipped FileDescriptorProto + // 3248 bytes of a gzipped FileDescriptorProto 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xec, 0x5a, 0x4b, 0x70, 0x1b, 0x5b, 0x5a, 0x76, 0xb7, 0x1e, 0x96, 0x7e, 0x59, 0xf2, 0xf1, 0xb1, 0x9d, 0xab, 0xeb, 0xdc, 0x87, 0xa7, - 0x67, 0x32, 0x63, 0x0c, 0x38, 0x89, 0xe3, 0x09, 0xe1, 0xce, 0x00, 0x69, 0xcb, 0xed, 0x5c, 0x25, - 0x52, 0x4b, 0x39, 0x6a, 0x39, 0x93, 0x14, 0x55, 0x5d, 0x6d, 0xe9, 0x44, 0xee, 0x72, 0x4b, 0xad, - 0x74, 0xb7, 0x9d, 0x68, 0x17, 0x18, 0x86, 0xe1, 0xcd, 0xf0, 0x66, 0x98, 0x62, 0x8a, 0x2a, 0x16, - 0x14, 0x1b, 0xd6, 0xac, 0x59, 0xdc, 0x05, 0x0b, 0xaa, 0x58, 0x02, 0x55, 0x3c, 0x16, 0x14, 0xac, - 0xa6, 0x28, 0x16, 0x2c, 0x58, 0x50, 0xd4, 0x79, 0x74, 0x4b, 0xb2, 0x75, 0x13, 0x4f, 0x86, 0x29, - 0x2a, 0xb9, 0x59, 0xe9, 0xfc, 0x8f, 0xf3, 0xf8, 0xbf, 0xf3, 0x9f, 0xff, 0x3f, 0xfd, 0xeb, 0x40, - 0xe1, 0xc9, 0x09, 0x0d, 0x46, 0x5b, 0xc3, 0xc0, 0x8f, 0x7c, 0x9c, 0xe1, 0xc4, 0x5a, 0x29, 0xf2, - 0x87, 0x7e, 0xd7, 0x89, 0x1c, 0xc1, 0x5e, 0x2b, 0x9c, 0x46, 0xc1, 0xb0, 0x23, 0x08, 0xed, 0x1b, - 0x0a, 0x64, 0x2d, 0x27, 0xe8, 0xd1, 0x08, 0xaf, 0x41, 0xee, 0x98, 0x8e, 0xc2, 0xa1, 0xd3, 0xa1, - 0x65, 0x65, 0x5d, 0xd9, 0xc8, 0x93, 0x84, 0xc6, 0x2b, 0x90, 0x09, 0x8f, 0x9c, 0xa0, 0x5b, 0x56, - 0xb9, 0x40, 0x10, 0xf8, 0xcb, 0x50, 0x88, 0x9c, 0x43, 0x8f, 0x46, 0x76, 0x34, 0x1a, 0xd2, 0x72, - 0x6a, 0x5d, 0xd9, 0x28, 0x6d, 0xaf, 0x6c, 0x25, 0xf3, 0x59, 0x5c, 0x68, 0x8d, 0x86, 0x94, 0x40, - 0x94, 0xb4, 0x31, 0x86, 0x74, 0x87, 0x7a, 0x5e, 0x39, 0xcd, 0xc7, 0xe2, 0x6d, 0x6d, 0x0f, 0x4a, - 0x07, 0xd6, 0x1d, 0x27, 0xa2, 0x15, 0xc7, 0xf3, 0x68, 0x50, 0xdd, 0x63, 0xcb, 0x39, 0x09, 0x69, - 0x30, 0x70, 0xfa, 0xc9, 0x72, 0x62, 0x1a, 0x5f, 0x82, 0x6c, 0x2f, 0xf0, 0x4f, 0x86, 0x61, 0x59, - 0x5d, 0x4f, 0x6d, 0xe4, 0x89, 0xa4, 0xb4, 0x9f, 0x05, 0x30, 0x4e, 0xe9, 0x20, 0xb2, 0xfc, 0x63, - 0x3a, 0xc0, 0xef, 0x41, 0x3e, 0x72, 0xfb, 0x34, 0x8c, 0x9c, 0xfe, 0x90, 0x0f, 0x91, 0x22, 0x63, - 0xc6, 0xa7, 0x98, 0xb4, 0x06, 0xb9, 0xa1, 0x1f, 0xba, 0x91, 0xeb, 0x0f, 0xb8, 0x3d, 0x79, 0x92, - 0xd0, 0xda, 0x4f, 0x43, 0xe6, 0xc0, 0xf1, 0x4e, 0x28, 0xfe, 0x10, 0xd2, 0xdc, 0x60, 0x85, 0x1b, - 0x5c, 0xd8, 0x12, 0xa0, 0x73, 0x3b, 0xb9, 0x80, 0x8d, 0x7d, 0xca, 0x34, 0xf9, 0xd8, 0x0b, 0x44, - 0x10, 0xda, 0x31, 0x2c, 0xec, 0xba, 0x83, 0xee, 0x81, 0x13, 0xb8, 0x0c, 0x8c, 0x57, 0x1c, 0x06, - 0x7f, 0x01, 0xb2, 0xbc, 0x11, 0x96, 0x53, 0xeb, 0xa9, 0x8d, 0xc2, 0xf6, 0x82, 0xec, 0xc8, 0xd7, - 0x46, 0xa4, 0x4c, 0xfb, 0x2b, 0x05, 0x60, 0xd7, 0x3f, 0x19, 0x74, 0xef, 0x33, 0x21, 0x46, 0x90, - 0x0a, 0x9f, 0x78, 0x12, 0x48, 0xd6, 0xc4, 0xf7, 0xa0, 0x74, 0xe8, 0x0e, 0xba, 0xf6, 0xa9, 0x5c, - 0x8e, 0xc0, 0xb2, 0xb0, 0xfd, 0x05, 0x39, 0xdc, 0xb8, 0xf3, 0xd6, 0xe4, 0xaa, 0x43, 0x63, 0x10, - 0x05, 0x23, 0x52, 0x3c, 0x9c, 0xe4, 0xad, 0xb5, 0x01, 0x9f, 0x57, 0x62, 0x93, 0x1e, 0xd3, 0x51, - 0x3c, 0xe9, 0x31, 0x1d, 0xe1, 0x1f, 0x99, 0xb4, 0xa8, 0xb0, 0xbd, 0x1c, 0xcf, 0x35, 0xd1, 0x57, - 0x9a, 0xf9, 0x91, 0x7a, 0x4b, 0xd1, 0xfe, 0x31, 0x0b, 0x25, 0xe3, 0x19, 0xed, 0x9c, 0x44, 0xb4, - 0x31, 0x64, 0x7b, 0x10, 0xe2, 0x3a, 0x2c, 0xba, 0x83, 0x8e, 0x77, 0xd2, 0xa5, 0x5d, 0xfb, 0xb1, - 0x4b, 0xbd, 0x6e, 0xc8, 0xfd, 0xa8, 0x94, 0xac, 0x7b, 0x5a, 0x7f, 0xab, 0x2a, 0x95, 0xf7, 0xb9, - 0x2e, 0x29, 0xb9, 0x53, 0x34, 0xde, 0x84, 0xa5, 0x8e, 0xe7, 0xd2, 0x41, 0x64, 0x3f, 0x66, 0xf6, - 0xda, 0x81, 0xff, 0x34, 0x2c, 0x67, 0xd6, 0x95, 0x8d, 0x1c, 0x59, 0x14, 0x82, 0x7d, 0xc6, 0x27, - 0xfe, 0xd3, 0x10, 0x7f, 0x04, 0xb9, 0xa7, 0x7e, 0x70, 0xec, 0xf9, 0x4e, 0xb7, 0x9c, 0xe5, 0x73, - 0x7e, 0x30, 0x7b, 0xce, 0x07, 0x52, 0x8b, 0x24, 0xfa, 0x78, 0x03, 0x50, 0xf8, 0xc4, 0xb3, 0x43, - 0xea, 0xd1, 0x4e, 0x64, 0x7b, 0x6e, 0xdf, 0x8d, 0xca, 0x39, 0xee, 0x92, 0xa5, 0xf0, 0x89, 0xd7, - 0xe2, 0xec, 0x1a, 0xe3, 0x62, 0x1b, 0x56, 0xa3, 0xc0, 0x19, 0x84, 0x4e, 0x87, 0x0d, 0x66, 0xbb, - 0xa1, 0xef, 0x39, 0xdc, 0x1d, 0xf3, 0x7c, 0xca, 0xcd, 0xd9, 0x53, 0x5a, 0xe3, 0x2e, 0xd5, 0xb8, - 0x07, 0x59, 0x89, 0x66, 0x70, 0xf1, 0x75, 0x58, 0x0d, 0x8f, 0xdd, 0xa1, 0xcd, 0xc7, 0xb1, 0x87, - 0x9e, 0x33, 0xb0, 0x3b, 0x4e, 0xe7, 0x88, 0x96, 0x81, 0x9b, 0x8d, 0x99, 0x90, 0xef, 0x7b, 0xd3, - 0x73, 0x06, 0x15, 0x26, 0x61, 0xa0, 0x33, 0xbd, 0x01, 0x0d, 0xec, 0x53, 0x1a, 0x84, 0x6c, 0x35, - 0x85, 0x17, 0x81, 0xde, 0x14, 0xca, 0x07, 0x42, 0x97, 0x94, 0x86, 0x53, 0xb4, 0xf6, 0x15, 0x28, - 0x4d, 0x6f, 0x0b, 0x5e, 0x82, 0xa2, 0xf5, 0xb0, 0x69, 0xd8, 0xba, 0xb9, 0x67, 0x9b, 0x7a, 0xdd, - 0x40, 0x73, 0xb8, 0x08, 0x79, 0xce, 0x6a, 0x98, 0xb5, 0x87, 0x48, 0xc1, 0xf3, 0x90, 0xd2, 0x6b, - 0x35, 0xa4, 0x6a, 0xb7, 0x20, 0x17, 0xe3, 0x8b, 0x17, 0xa1, 0xd0, 0x36, 0x5b, 0x4d, 0xa3, 0x52, - 0xdd, 0xaf, 0x1a, 0x7b, 0x68, 0x0e, 0xe7, 0x20, 0xdd, 0xa8, 0x59, 0x4d, 0xa4, 0x88, 0x96, 0xde, - 0x44, 0x2a, 0xeb, 0xb9, 0xb7, 0xab, 0xa3, 0x94, 0xf6, 0x67, 0x0a, 0xac, 0xcc, 0xc2, 0x09, 0x17, - 0x60, 0x7e, 0xcf, 0xd8, 0xd7, 0xdb, 0x35, 0x0b, 0xcd, 0xe1, 0x65, 0x58, 0x24, 0x46, 0xd3, 0xd0, - 0x2d, 0x7d, 0xb7, 0x66, 0xd8, 0xc4, 0xd0, 0xf7, 0x90, 0x82, 0x31, 0x94, 0x58, 0xcb, 0xae, 0x34, - 0xea, 0xf5, 0xaa, 0x65, 0x19, 0x7b, 0x48, 0xc5, 0x2b, 0x80, 0x38, 0xaf, 0x6d, 0x8e, 0xb9, 0x29, - 0x8c, 0x60, 0xa1, 0x65, 0x90, 0xaa, 0x5e, 0xab, 0x3e, 0x62, 0x03, 0xa0, 0x34, 0xfe, 0x1c, 0xbc, - 0x5f, 0x69, 0x98, 0xad, 0x6a, 0xcb, 0x32, 0x4c, 0xcb, 0x6e, 0x99, 0x7a, 0xb3, 0xf5, 0x71, 0xc3, - 0xe2, 0x23, 0x0b, 0xe3, 0x32, 0xb8, 0x04, 0xa0, 0xb7, 0xad, 0x86, 0x18, 0x07, 0x65, 0xb5, 0x36, - 0x94, 0xa6, 0x21, 0x64, 0xab, 0x92, 0x4b, 0xb4, 0x9b, 0x35, 0xdd, 0x34, 0x0d, 0x82, 0xe6, 0x70, - 0x16, 0xd4, 0x83, 0x1b, 0x48, 0xe1, 0xbf, 0x3b, 0x48, 0xc5, 0x0b, 0x90, 0x3b, 0xd8, 0xb9, 0x13, - 0x50, 0xda, 0x1d, 0x89, 0x95, 0x1c, 0xec, 0xd4, 0xe8, 0xe3, 0x68, 0x9b, 0xb8, 0xbd, 0xa3, 0x08, - 0xa5, 0xef, 0xa6, 0x73, 0x0a, 0x52, 0xef, 0xa6, 0x73, 0x2a, 0x4a, 0xdd, 0x4d, 0xe7, 0x52, 0x28, - 0xad, 0xfd, 0xa5, 0x0a, 0x19, 0xbe, 0x05, 0x2c, 0x28, 0x4f, 0x84, 0x5a, 0xde, 0x4e, 0x02, 0x94, - 0xfa, 0x82, 0x00, 0xc5, 0xe3, 0xba, 0x0c, 0x95, 0x82, 0xc0, 0x97, 0x21, 0xef, 0x07, 0x3d, 0x5b, - 0x48, 0x44, 0x90, 0xcf, 0xf9, 0x41, 0x8f, 0x67, 0x03, 0x16, 0x60, 0x59, 0x6e, 0x38, 0x74, 0x42, - 0xca, 0xcf, 0x59, 0x9e, 0x24, 0x34, 0x7e, 0x17, 0x98, 0x9e, 0xcd, 0xd7, 0x91, 0xe5, 0xb2, 0x79, - 0x3f, 0xe8, 0x99, 0x6c, 0x29, 0x9f, 0x87, 0x62, 0xc7, 0xf7, 0x4e, 0xfa, 0x03, 0xdb, 0xa3, 0x83, - 0x5e, 0x74, 0x54, 0x9e, 0x5f, 0x57, 0x36, 0x8a, 0x64, 0x41, 0x30, 0x6b, 0x9c, 0x87, 0xcb, 0x30, - 0xdf, 0x39, 0x72, 0x82, 0x90, 0x8a, 0xb3, 0x55, 0x24, 0x31, 0xc9, 0x67, 0xa5, 0x1d, 0xb7, 0xef, - 0x78, 0x21, 0x3f, 0x47, 0x45, 0x92, 0xd0, 0xcc, 0x88, 0xc7, 0x9e, 0xd3, 0x0b, 0xb9, 0xff, 0x17, - 0x89, 0x20, 0xf0, 0x87, 0x50, 0x90, 0x13, 0x72, 0x08, 0x0a, 0x7c, 0x39, 0x20, 0x58, 0x0c, 0x01, - 0xed, 0x27, 0x20, 0x45, 0xfc, 0xa7, 0x6c, 0x4e, 0xb1, 0xa2, 0xb0, 0xac, 0xac, 0xa7, 0x36, 0x30, - 0x89, 0x49, 0x96, 0xa4, 0x64, 0x9c, 0x16, 0xe1, 0x3b, 0x8e, 0xcc, 0xdf, 0x51, 0xa0, 0xc0, 0xcf, - 0x17, 0xa1, 0xe1, 0x89, 0x17, 0xb1, 0x78, 0x2e, 0x03, 0x99, 0x32, 0x15, 0xcf, 0xf9, 0xbe, 0x10, - 0x29, 0x63, 0x00, 0xb0, 0xd8, 0x64, 0x3b, 0x8f, 0x1f, 0xd3, 0x4e, 0x44, 0x45, 0xda, 0x4a, 0x93, - 0x05, 0xc6, 0xd4, 0x25, 0x8f, 0x21, 0xef, 0x0e, 0x42, 0x1a, 0x44, 0xb6, 0xdb, 0xe5, 0x7b, 0x92, - 0x26, 0x39, 0xc1, 0xa8, 0x76, 0xf1, 0x07, 0x90, 0xe6, 0xd1, 0x2d, 0xcd, 0x67, 0x01, 0x39, 0x0b, - 0xf1, 0x9f, 0x12, 0xce, 0xbf, 0x9b, 0xce, 0x65, 0x50, 0x56, 0xfb, 0x2a, 0x2c, 0xf0, 0xc5, 0x3d, - 0x70, 0x82, 0x81, 0x3b, 0xe8, 0xf1, 0x64, 0xed, 0x77, 0x85, 0x5f, 0x14, 0x09, 0x6f, 0x33, 0x9b, - 0xfb, 0x34, 0x0c, 0x9d, 0x1e, 0x95, 0xc9, 0x33, 0x26, 0xb5, 0x3f, 0x49, 0x41, 0xa1, 0x15, 0x05, - 0xd4, 0xe9, 0xf3, 0x3c, 0x8c, 0xbf, 0x0a, 0x10, 0x46, 0x4e, 0x44, 0xfb, 0x74, 0x10, 0xc5, 0xf6, - 0xbd, 0x27, 0x67, 0x9e, 0xd0, 0xdb, 0x6a, 0xc5, 0x4a, 0x64, 0x42, 0x1f, 0x6f, 0x43, 0x81, 0x32, - 0xb1, 0x1d, 0xb1, 0x7c, 0x2e, 0x73, 0xc6, 0x52, 0x1c, 0x72, 0x92, 0x44, 0x4f, 0x80, 0x26, 0xed, - 0xb5, 0xef, 0xaa, 0x90, 0x4f, 0x46, 0xc3, 0x3a, 0xe4, 0x3a, 0x4e, 0x44, 0x7b, 0x7e, 0x30, 0x92, - 0x69, 0xf6, 0xca, 0x8b, 0x66, 0xdf, 0xaa, 0x48, 0x65, 0x92, 0x74, 0xc3, 0xef, 0x83, 0xb8, 0xbb, - 0x08, 0xb7, 0x14, 0xf6, 0xe6, 0x39, 0x87, 0x3b, 0xe6, 0x47, 0x80, 0x87, 0x81, 0xdb, 0x77, 0x82, - 0x91, 0x7d, 0x4c, 0x47, 0x71, 0x4a, 0x4a, 0xcd, 0xd8, 0x49, 0x24, 0xf5, 0xee, 0xd1, 0x91, 0x8c, - 0x7a, 0xb7, 0xa6, 0xfb, 0x4a, 0x6f, 0x39, 0xbf, 0x3f, 0x13, 0x3d, 0x79, 0x92, 0x0f, 0xe3, 0x74, - 0x9e, 0xe1, 0x8e, 0xc5, 0x9a, 0xda, 0x97, 0x20, 0x17, 0x2f, 0x1e, 0xe7, 0x21, 0x63, 0x04, 0x81, - 0x1f, 0xa0, 0x39, 0x1e, 0xfc, 0xea, 0x35, 0x11, 0x3f, 0xf7, 0xf6, 0x58, 0xfc, 0xfc, 0x17, 0x35, - 0xc9, 0xa9, 0x84, 0x3e, 0x39, 0xa1, 0x61, 0x84, 0x7f, 0x06, 0x96, 0x29, 0x77, 0x21, 0xf7, 0x94, - 0xda, 0x1d, 0x7e, 0x01, 0x63, 0x0e, 0xa4, 0x70, 0xbc, 0x17, 0xb7, 0xc4, 0x7d, 0x31, 0xbe, 0x98, - 0x91, 0xa5, 0x44, 0x57, 0xb2, 0xba, 0xd8, 0x80, 0x65, 0xb7, 0xdf, 0xa7, 0x5d, 0xd7, 0x89, 0x26, - 0x07, 0x10, 0x1b, 0xb6, 0x1a, 0xdf, 0x4f, 0xa6, 0xee, 0x77, 0x64, 0x29, 0xe9, 0x91, 0x0c, 0x73, - 0x05, 0xb2, 0x11, 0xbf, 0x8b, 0x72, 0xdf, 0x2d, 0x6c, 0x17, 0xe3, 0x88, 0xc3, 0x99, 0x44, 0x0a, - 0xf1, 0x97, 0x40, 0xdc, 0x6c, 0x79, 0x6c, 0x19, 0x3b, 0xc4, 0xf8, 0xc2, 0x42, 0x84, 0x1c, 0x5f, - 0x81, 0xd2, 0x54, 0x2a, 0xed, 0x72, 0xc0, 0x52, 0xa4, 0x38, 0x99, 0x17, 0xbb, 0xf8, 0x2a, 0xcc, - 0xfb, 0x22, 0x71, 0xf1, 0xa8, 0x33, 0x5e, 0xf1, 0x74, 0x56, 0x23, 0xb1, 0x16, 0x8b, 0x0d, 0x01, - 0x0d, 0x69, 0x70, 0x4a, 0xbb, 0x6c, 0xd0, 0x79, 0x3e, 0x28, 0xc4, 0xac, 0x6a, 0x57, 0xfb, 0x29, - 0x58, 0x4c, 0x20, 0x0e, 0x87, 0xfe, 0x20, 0xa4, 0x78, 0x13, 0xb2, 0x01, 0x3f, 0xef, 0x12, 0x56, - 0x2c, 0xe7, 0x98, 0x88, 0x04, 0x44, 0x6a, 0x68, 0x5d, 0x58, 0x14, 0x9c, 0x07, 0x6e, 0x74, 0xc4, - 0x77, 0x12, 0x5f, 0x81, 0x0c, 0x65, 0x8d, 0x33, 0x9b, 0x42, 0x9a, 0x15, 0x2e, 0x27, 0x42, 0x3a, - 0x31, 0x8b, 0xfa, 0xd2, 0x59, 0xfe, 0x43, 0x85, 0x65, 0xb9, 0xca, 0x5d, 0x27, 0xea, 0x1c, 0xbd, - 0xa6, 0xde, 0xf0, 0xa3, 0x30, 0xcf, 0xf8, 0x6e, 0x72, 0x72, 0x66, 0xf8, 0x43, 0xac, 0xc1, 0x3c, - 0xc2, 0x09, 0xed, 0x89, 0xed, 0x97, 0x77, 0xbd, 0xa2, 0x13, 0x4e, 0xdc, 0x0c, 0x66, 0x38, 0x4e, - 0xf6, 0x25, 0x8e, 0x33, 0x7f, 0x11, 0xc7, 0xd1, 0xf6, 0x60, 0x65, 0x1a, 0x71, 0xe9, 0x1c, 0x3f, - 0x06, 0xf3, 0x62, 0x53, 0xe2, 0x18, 0x39, 0x6b, 0xdf, 0x62, 0x15, 0xed, 0x13, 0x15, 0x56, 0x64, - 0xf8, 0xfa, 0x6c, 0x9c, 0xe3, 0x09, 0x9c, 0x33, 0x17, 0x3a, 0xa0, 0x17, 0xdb, 0x3f, 0xad, 0x02, - 0xab, 0x67, 0x70, 0x7c, 0x85, 0xc3, 0xfa, 0x3d, 0x05, 0x16, 0x76, 0x69, 0xcf, 0x1d, 0xbc, 0xa6, - 0xbb, 0x30, 0x01, 0x6e, 0xfa, 0x42, 0x4e, 0x3c, 0x84, 0xa2, 0xb4, 0x57, 0xa2, 0x75, 0x1e, 0x6d, - 0x65, 0xd6, 0x69, 0xb9, 0x05, 0x0b, 0xb2, 0x5a, 0xe0, 0x78, 0xae, 0x13, 0x26, 0xf6, 0x9c, 0x29, - 0x17, 0xe8, 0x4c, 0x48, 0x64, 0x61, 0x81, 0x13, 0xda, 0xbf, 0x2a, 0x50, 0xac, 0xf8, 0xfd, 0xbe, - 0x1b, 0xbd, 0xa6, 0x18, 0x9f, 0x47, 0x28, 0x3d, 0xcb, 0x1f, 0xaf, 0x43, 0x29, 0x36, 0x53, 0x42, - 0x7b, 0x26, 0xd3, 0x28, 0xe7, 0x32, 0xcd, 0xbf, 0x29, 0xb0, 0x48, 0x7c, 0xcf, 0x3b, 0x74, 0x3a, - 0xc7, 0x6f, 0x36, 0x38, 0x37, 0x00, 0x8d, 0x0d, 0xbd, 0x28, 0x3c, 0xff, 0xad, 0x40, 0xa9, 0x19, - 0xd0, 0xa1, 0x13, 0xd0, 0x37, 0x1a, 0x1d, 0x76, 0x4d, 0xef, 0x46, 0xf2, 0x82, 0x93, 0x27, 0xbc, - 0xad, 0x2d, 0xc1, 0x62, 0x62, 0xbb, 0x00, 0x4c, 0xfb, 0x7b, 0x05, 0x56, 0x85, 0x8b, 0x49, 0x49, - 0xf7, 0x35, 0x85, 0x25, 0xb6, 0x37, 0x3d, 0x61, 0x6f, 0x19, 0x2e, 0x9d, 0xb5, 0x4d, 0x9a, 0xfd, - 0x75, 0x15, 0xde, 0x89, 0x9d, 0xe7, 0x35, 0x37, 0xfc, 0x07, 0xf0, 0x87, 0x35, 0x28, 0x9f, 0x07, - 0x41, 0x22, 0xf4, 0x2d, 0x15, 0xca, 0x95, 0x80, 0x3a, 0x11, 0x9d, 0xb8, 0x07, 0xbd, 0x39, 0xbe, - 0x81, 0xaf, 0xc3, 0xc2, 0xd0, 0x09, 0x22, 0xb7, 0xe3, 0x0e, 0x1d, 0xf6, 0x29, 0x9a, 0xe1, 0xd7, - 0xac, 0x33, 0x03, 0x4c, 0xa9, 0x68, 0x97, 0xe1, 0xdd, 0x19, 0x88, 0x48, 0xbc, 0xfe, 0x47, 0x01, - 0xdc, 0x8a, 0x9c, 0x20, 0xfa, 0x0c, 0xe4, 0xa5, 0x99, 0xce, 0xb4, 0x0a, 0xcb, 0x53, 0xf6, 0x4f, - 0xe2, 0x42, 0xa3, 0xcf, 0x44, 0x4a, 0xfa, 0x54, 0x5c, 0x26, 0xed, 0x97, 0xb8, 0xfc, 0x93, 0x02, - 0x6b, 0x15, 0x5f, 0x14, 0x3d, 0xdf, 0xc8, 0x13, 0xa6, 0xbd, 0x0f, 0x97, 0x67, 0x1a, 0x28, 0x01, - 0xf8, 0x07, 0x05, 0x2e, 0x11, 0xea, 0x74, 0xdf, 0x4c, 0xe3, 0xef, 0xc3, 0x3b, 0xe7, 0x8c, 0x93, - 0x77, 0x94, 0x9b, 0x90, 0xeb, 0xd3, 0xc8, 0x61, 0x37, 0x5c, 0x69, 0xd2, 0x5a, 0x3c, 0xee, 0x58, - 0xbb, 0x2e, 0x35, 0x48, 0xa2, 0xab, 0xfd, 0xb3, 0x0a, 0xcb, 0xfc, 0x9e, 0xfd, 0xf6, 0x23, 0xef, - 0x42, 0x55, 0x98, 0xec, 0xd9, 0xcb, 0x1f, 0x53, 0x18, 0x06, 0xd4, 0x8e, 0xab, 0x03, 0xf3, 0xfc, - 0xaf, 0x42, 0x18, 0x06, 0xf4, 0xbe, 0xe0, 0x68, 0x7f, 0xad, 0xc0, 0xca, 0x34, 0xc4, 0xc9, 0x17, - 0xcd, 0xff, 0x75, 0xb5, 0x65, 0x46, 0x48, 0x49, 0x5d, 0xe4, 0x23, 0x29, 0x7d, 0xe1, 0x8f, 0xa4, - 0xbf, 0x51, 0xa1, 0x3c, 0x69, 0xcc, 0xdb, 0x9a, 0xce, 0x74, 0x4d, 0xe7, 0xfb, 0xad, 0xf2, 0x69, - 0x7f, 0xab, 0xc0, 0xbb, 0x33, 0x00, 0xfd, 0xfe, 0x5c, 0x64, 0xa2, 0xb2, 0xa3, 0xbe, 0xb4, 0xb2, - 0xf3, 0xc3, 0x77, 0x92, 0xbf, 0x53, 0x60, 0xa5, 0x2e, 0x6a, 0xf5, 0xa2, 0xf2, 0xf1, 0xfa, 0xc6, - 0x60, 0x5e, 0x8e, 0x4f, 0x8f, 0xff, 0xad, 0xd2, 0x2a, 0xb0, 0x7a, 0xc6, 0xb4, 0x57, 0xa8, 0xe6, - 0xfc, 0x97, 0x02, 0x4b, 0x72, 0x14, 0xfd, 0xb5, 0xbd, 0xbe, 0xcc, 0x40, 0x07, 0x7f, 0x00, 0x29, - 0xb7, 0x1b, 0xdf, 0x7b, 0xa7, 0x9f, 0x0c, 0x30, 0x81, 0x76, 0x1b, 0xf0, 0xa4, 0xdd, 0xaf, 0x00, - 0xdd, 0xbf, 0xab, 0xb0, 0x4a, 0x44, 0xf4, 0x7d, 0xfb, 0xff, 0xc2, 0x0f, 0xfa, 0xff, 0xc2, 0x8b, - 0x13, 0xd7, 0x27, 0xfc, 0x32, 0x35, 0x0d, 0xf5, 0x0f, 0x2f, 0x75, 0x9d, 0x49, 0xb4, 0xa9, 0x73, - 0x89, 0xf6, 0xd5, 0xe3, 0xd1, 0x27, 0x2a, 0xac, 0x49, 0x43, 0xde, 0xde, 0x75, 0x2e, 0xee, 0x11, - 0xd9, 0x73, 0x1e, 0xf1, 0x9f, 0x0a, 0x5c, 0x9e, 0x09, 0xe4, 0xff, 0xfb, 0x8d, 0xe6, 0x8c, 0xf7, - 0xa4, 0x5f, 0xea, 0x3d, 0x99, 0x0b, 0x7b, 0xcf, 0x37, 0x55, 0x28, 0x11, 0xea, 0x51, 0x27, 0x7c, - 0xc3, 0xab, 0x7b, 0x67, 0x30, 0xcc, 0x9c, 0xab, 0x73, 0x2e, 0xc1, 0x62, 0x02, 0x84, 0xfc, 0xe0, - 0xe2, 0x1f, 0xe8, 0x2c, 0x0f, 0x7e, 0x4c, 0x1d, 0x2f, 0x8a, 0x6f, 0x82, 0xda, 0x9f, 0xaa, 0x50, - 0x24, 0x8c, 0xe3, 0xf6, 0x69, 0x2b, 0x72, 0xa2, 0x10, 0x7f, 0x0e, 0x16, 0x8e, 0xb8, 0x8a, 0x3d, - 0xf6, 0x90, 0x3c, 0x29, 0x08, 0x9e, 0xf8, 0xf7, 0x71, 0x1b, 0x56, 0x43, 0xda, 0xf1, 0x07, 0xdd, - 0xd0, 0x3e, 0xa4, 0x47, 0xee, 0xa0, 0x6b, 0xf7, 0x9d, 0x30, 0xa2, 0x01, 0x87, 0xa5, 0x48, 0x96, - 0xa5, 0x70, 0x97, 0xcb, 0xea, 0x5c, 0x84, 0xaf, 0xc1, 0xca, 0xa1, 0x3b, 0xf0, 0xfc, 0x9e, 0x3d, - 0xf4, 0x9c, 0x11, 0x0d, 0x42, 0xbb, 0xe3, 0x9f, 0x0c, 0x04, 0x1e, 0x19, 0x82, 0x85, 0xac, 0x29, - 0x44, 0x15, 0x26, 0xc1, 0x8f, 0x60, 0x73, 0xe6, 0x2c, 0xf6, 0x63, 0xd7, 0x8b, 0x68, 0x40, 0xbb, - 0x76, 0x40, 0x87, 0x9e, 0xdb, 0x11, 0xcf, 0xa1, 0x04, 0x50, 0x5f, 0x9c, 0x31, 0xf5, 0xbe, 0x54, - 0x27, 0x63, 0x6d, 0x7c, 0x19, 0xf2, 0x9d, 0xe1, 0x89, 0x7d, 0xc2, 0x1f, 0x2d, 0x30, 0xfc, 0x14, - 0x92, 0xeb, 0x0c, 0x4f, 0xda, 0x8c, 0xc6, 0x08, 0x52, 0x4f, 0x86, 0x22, 0x38, 0x2b, 0x84, 0x35, - 0xb5, 0xef, 0x29, 0x50, 0xd2, 0x7b, 0xbd, 0x80, 0xf6, 0x9c, 0x48, 0xc2, 0x74, 0x0d, 0x56, 0x04, - 0x24, 0x23, 0x5b, 0xba, 0xab, 0xb0, 0x47, 0x11, 0xf6, 0x48, 0x99, 0xf0, 0x55, 0x61, 0xcf, 0x0e, - 0x5c, 0x3a, 0x19, 0xcc, 0xec, 0xa3, 0xf2, 0x3e, 0x2b, 0x89, 0x74, 0xb2, 0xd7, 0x4f, 0xc2, 0xbb, - 0xb3, 0x51, 0xe8, 0xbb, 0xe2, 0x49, 0x62, 0x91, 0x5c, 0x9a, 0x61, 0x74, 0xdd, 0x1d, 0xbc, 0xa0, - 0xab, 0xf3, 0x8c, 0xe3, 0xf5, 0x29, 0x5d, 0x9d, 0x67, 0xda, 0x9f, 0x27, 0xff, 0x29, 0xc6, 0xee, - 0x92, 0x04, 0x8e, 0xd8, 0x91, 0x95, 0x17, 0x39, 0x72, 0x19, 0xe6, 0x99, 0x33, 0xba, 0x83, 0x1e, - 0x37, 0x2e, 0x47, 0x62, 0x12, 0xb7, 0xe0, 0x8b, 0xd2, 0x76, 0xfa, 0x2c, 0xa2, 0xc1, 0xc0, 0xf1, - 0xbc, 0x91, 0x2d, 0xca, 0x8f, 0x83, 0x88, 0x76, 0xed, 0xf1, 0x13, 0x4d, 0x11, 0x3e, 0x3e, 0x2f, - 0xb4, 0x8d, 0x44, 0x99, 0x24, 0xba, 0x56, 0xf2, 0x78, 0xf3, 0x2b, 0x50, 0x0a, 0xa4, 0x13, 0xdb, - 0x21, 0xdb, 0x1e, 0x19, 0x72, 0x57, 0xe2, 0x57, 0x13, 0x93, 0x1e, 0x4e, 0x8a, 0xc1, 0x94, 0xc3, - 0xbf, 0x72, 0xc0, 0xb9, 0x9b, 0xce, 0x65, 0xd1, 0xbc, 0xf6, 0x17, 0x0a, 0x2c, 0xcf, 0xf8, 0x76, - 0x4f, 0x0a, 0x03, 0xca, 0x44, 0xdd, 0xf1, 0xc7, 0x21, 0xc3, 0x1f, 0xb4, 0xc8, 0x37, 0x54, 0xef, - 0x9c, 0xff, 0xf4, 0xe7, 0x8f, 0x4f, 0x88, 0xd0, 0x62, 0x67, 0x91, 0xdb, 0xd4, 0xe1, 0x85, 0xc7, - 0x38, 0xa2, 0x16, 0x18, 0x4f, 0xd4, 0x22, 0xcf, 0x57, 0x32, 0xd3, 0x2f, 0xad, 0x64, 0x6e, 0xfe, - 0x76, 0x0a, 0xf2, 0xf5, 0x51, 0xeb, 0x89, 0xb7, 0xef, 0x39, 0x3d, 0xfe, 0x3a, 0xa4, 0xde, 0xb4, - 0x1e, 0xa2, 0x39, 0xbc, 0x04, 0x45, 0xb3, 0x61, 0xd9, 0x66, 0xbb, 0x56, 0xb3, 0xf7, 0x6b, 0xfa, - 0x1d, 0xa4, 0x60, 0x04, 0x0b, 0x4d, 0x52, 0xb5, 0xef, 0x19, 0x0f, 0x05, 0x47, 0xc5, 0xcb, 0xb0, - 0xd8, 0x36, 0xab, 0xf7, 0xdb, 0xc6, 0x98, 0x99, 0xc6, 0xab, 0xb0, 0x54, 0x6f, 0xd7, 0xac, 0x6a, - 0xb3, 0x36, 0xc1, 0xce, 0xe1, 0x22, 0xe4, 0x77, 0x6b, 0x8d, 0x5d, 0x41, 0x22, 0x36, 0x7e, 0xdb, - 0x6c, 0x55, 0xef, 0x98, 0xc6, 0x9e, 0x60, 0xad, 0x33, 0xd6, 0x23, 0x83, 0x34, 0xf6, 0xab, 0xf1, - 0x94, 0xb7, 0x31, 0x82, 0xc2, 0x6e, 0xd5, 0xd4, 0x89, 0x1c, 0xe5, 0xb9, 0x82, 0x4b, 0x90, 0x37, - 0xcc, 0x76, 0x5d, 0xd2, 0x2a, 0x2e, 0xc3, 0xb2, 0xde, 0xb6, 0x1a, 0x76, 0xd5, 0xac, 0x10, 0xa3, - 0x6e, 0x98, 0x96, 0x94, 0xa4, 0xf1, 0x32, 0x94, 0xac, 0x6a, 0xdd, 0x68, 0x59, 0x7a, 0xbd, 0x29, - 0x99, 0x6c, 0x15, 0xb9, 0x96, 0x11, 0xeb, 0x20, 0xbc, 0x06, 0xab, 0x66, 0xc3, 0x8e, 0x9f, 0xcf, - 0x1d, 0xe8, 0xb5, 0xb6, 0x21, 0x65, 0xeb, 0xf8, 0x1d, 0xc0, 0x0d, 0xd3, 0x6e, 0x37, 0xf7, 0x74, - 0xcb, 0xb0, 0xcd, 0xc6, 0x03, 0x29, 0xb8, 0x8d, 0x4b, 0x90, 0x1b, 0xaf, 0xe0, 0x39, 0x43, 0xa1, - 0xd8, 0xd4, 0x89, 0x35, 0x36, 0xf6, 0xf9, 0x73, 0x06, 0x16, 0xdc, 0x21, 0x8d, 0x76, 0x73, 0xac, - 0xb6, 0x04, 0x05, 0x09, 0x96, 0x64, 0xa5, 0x19, 0x6b, 0xb7, 0x6a, 0x56, 0x92, 0xf5, 0x3d, 0xcf, - 0xad, 0xa9, 0x48, 0xd9, 0x3c, 0x86, 0x34, 0xdf, 0x8e, 0x1c, 0xa4, 0xcd, 0x86, 0x69, 0xa0, 0x39, - 0xbc, 0x08, 0x50, 0x6d, 0x55, 0x4d, 0xcb, 0xb8, 0x43, 0xf4, 0x1a, 0x33, 0x9b, 0x33, 0x62, 0x00, - 0x99, 0xb5, 0x0b, 0x30, 0x5f, 0x6d, 0xed, 0xd7, 0x1a, 0xba, 0x25, 0xcd, 0xac, 0xb6, 0xee, 0xb7, - 0x1b, 0x16, 0x13, 0x22, 0x5c, 0x80, 0x6c, 0xb5, 0x65, 0x19, 0x5f, 0xb3, 0x98, 0x5d, 0x5c, 0x26, - 0x50, 0x45, 0xcf, 0x6f, 0x6f, 0x7e, 0x3b, 0x05, 0x69, 0xfe, 0xf6, 0xba, 0x08, 0x79, 0xbe, 0xdb, - 0xd6, 0xc3, 0x26, 0x9b, 0x32, 0x0f, 0xe9, 0xaa, 0x69, 0xdd, 0x42, 0x3f, 0xa7, 0x62, 0x80, 0x4c, - 0x9b, 0xb7, 0x7f, 0x3e, 0xcb, 0xda, 0x55, 0xd3, 0xba, 0x7e, 0x13, 0x7d, 0x5d, 0x65, 0xc3, 0xb6, - 0x05, 0xf1, 0x0b, 0xb1, 0x60, 0x7b, 0x07, 0x7d, 0x23, 0x11, 0x6c, 0xef, 0xa0, 0x5f, 0x8c, 0x05, - 0x37, 0xb6, 0xd1, 0x37, 0x13, 0xc1, 0x8d, 0x6d, 0xf4, 0x4b, 0xb1, 0xe0, 0xe6, 0x0e, 0xfa, 0xe5, - 0x44, 0x70, 0x73, 0x07, 0xfd, 0x4a, 0x96, 0xd9, 0xc2, 0x2d, 0xb9, 0xb1, 0x8d, 0x7e, 0x35, 0x97, - 0x50, 0x37, 0x77, 0xd0, 0xaf, 0xe5, 0xd8, 0xfe, 0x27, 0xbb, 0x8a, 0x7e, 0x1d, 0xb1, 0x65, 0xb2, - 0x0d, 0x42, 0xbf, 0xc1, 0x9b, 0x4c, 0x84, 0x7e, 0x13, 0x31, 0x1b, 0x19, 0x97, 0x93, 0xdf, 0xe2, - 0x92, 0x87, 0x86, 0x4e, 0xd0, 0x6f, 0x65, 0xc5, 0x83, 0xce, 0x4a, 0xb5, 0xae, 0xd7, 0x10, 0xe6, - 0x3d, 0x18, 0x2a, 0xbf, 0x73, 0x8d, 0x35, 0x99, 0x7b, 0xa2, 0xdf, 0x6d, 0xb2, 0x09, 0x0f, 0x74, - 0x52, 0xf9, 0x58, 0x27, 0xe8, 0xf7, 0xae, 0xb1, 0x09, 0x0f, 0x74, 0x22, 0xf1, 0xfa, 0xfd, 0x26, - 0x53, 0xe4, 0xa2, 0x3f, 0xb8, 0xc6, 0x16, 0x2d, 0xf9, 0x7f, 0xd8, 0xc4, 0x39, 0x48, 0xed, 0x56, - 0x2d, 0xf4, 0x6d, 0x3e, 0x1b, 0x73, 0x51, 0xf4, 0x47, 0x88, 0x31, 0x5b, 0x86, 0x85, 0xbe, 0xc3, - 0x98, 0x19, 0xab, 0xdd, 0xac, 0x19, 0xe8, 0x3d, 0xb6, 0xb8, 0x3b, 0x46, 0xa3, 0x6e, 0x58, 0xe4, - 0x21, 0xfa, 0x63, 0xae, 0x7e, 0xb7, 0xd5, 0x30, 0xd1, 0x77, 0x11, 0x2e, 0x01, 0x18, 0x5f, 0x6b, - 0x12, 0xa3, 0xd5, 0xaa, 0x36, 0x4c, 0xf4, 0xe1, 0xe6, 0x3e, 0xa0, 0xb3, 0xe1, 0x80, 0x19, 0xd0, - 0x36, 0xef, 0x99, 0x8d, 0x07, 0x26, 0x9a, 0x63, 0x44, 0x93, 0x18, 0x4d, 0x9d, 0x18, 0x48, 0xc1, - 0x00, 0x59, 0xf9, 0x4c, 0x94, 0xbf, 0xf7, 0x24, 0x8d, 0x5a, 0x6d, 0x57, 0xaf, 0xdc, 0x43, 0xa9, - 0xdd, 0x2f, 0xc3, 0xa2, 0xeb, 0x6f, 0x9d, 0xba, 0x11, 0x0d, 0x43, 0xf1, 0xba, 0xff, 0x91, 0x26, - 0x29, 0xd7, 0xbf, 0x2a, 0x5a, 0x57, 0x7b, 0xfe, 0xd5, 0xd3, 0xe8, 0x2a, 0x97, 0x5e, 0xe5, 0x11, - 0xe3, 0x30, 0xcb, 0x89, 0x1b, 0xff, 0x1b, 0x00, 0x00, 0xff, 0xff, 0xbd, 0xb2, 0x28, 0xeb, 0x3b, - 0x30, 0x00, 0x00, + 0x67, 0xee, 0x8c, 0x31, 0xe0, 0x24, 0x8e, 0x27, 0x84, 0x3b, 0x03, 0xa4, 0x2d, 0xb7, 0x73, 0x95, + 0x48, 0x2d, 0xe5, 0xa8, 0xe5, 0x4c, 0x52, 0x54, 0x75, 0xb5, 0xa5, 0x13, 0xb9, 0xcb, 0x2d, 0xb5, + 0xd2, 0xdd, 0x76, 0x22, 0x56, 0x81, 0x61, 0x18, 0xde, 0x0c, 0x6f, 0x86, 0x29, 0xa6, 0xa8, 0x62, + 0x41, 0xb1, 0x61, 0xcd, 0x9a, 0xc5, 0x5d, 0xb0, 0xa0, 0x8a, 0x25, 0xb0, 0x00, 0x16, 0x14, 0xac, + 0xa6, 0x28, 0xaa, 0x60, 0xc1, 0x82, 0xa2, 0xce, 0xa3, 0x5b, 0x92, 0xad, 0x9b, 0x78, 0x32, 0xdc, + 0x9a, 0x4a, 0x6e, 0x56, 0x3a, 0xff, 0xe3, 0x3c, 0xfe, 0xef, 0xfc, 0xe7, 0xff, 0x4f, 0xff, 0x3a, + 0x50, 0x78, 0x7c, 0x42, 0x83, 0xd1, 0xd6, 0x30, 0xf0, 0x23, 0x1f, 0x67, 0x38, 0xb1, 0x56, 0x8a, + 0xfc, 0xa1, 0xdf, 0x75, 0x22, 0x47, 0xb0, 0xd7, 0x0a, 0xa7, 0x51, 0x30, 0xec, 0x08, 0x42, 0xfb, + 0x86, 0x02, 0x59, 0xcb, 0x09, 0x7a, 0x34, 0xc2, 0x6b, 0x90, 0x3b, 0xa6, 0xa3, 0x70, 0xe8, 0x74, + 0x68, 0x59, 0x59, 0x57, 0x36, 0xf2, 0x24, 0xa1, 0xf1, 0x0a, 0x64, 0xc2, 0x23, 0x27, 0xe8, 0x96, + 0x55, 0x2e, 0x10, 0x04, 0xfe, 0x32, 0x14, 0x22, 0xe7, 0xd0, 0xa3, 0x91, 0x1d, 0x8d, 0x86, 0xb4, + 0x9c, 0x5a, 0x57, 0x36, 0x4a, 0xdb, 0x2b, 0x5b, 0xc9, 0x7c, 0x16, 0x17, 0x5a, 0xa3, 0x21, 0x25, + 0x10, 0x25, 0x6d, 0x8c, 0x21, 0xdd, 0xa1, 0x9e, 0x57, 0x4e, 0xf3, 0xb1, 0x78, 0x5b, 0xdb, 0x83, + 0xd2, 0x81, 0x75, 0xdb, 0x89, 0x68, 0xc5, 0xf1, 0x3c, 0x1a, 0x54, 0xf7, 0xd8, 0x72, 0x4e, 0x42, + 0x1a, 0x0c, 0x9c, 0x7e, 0xb2, 0x9c, 0x98, 0xc6, 0x97, 0x20, 0xdb, 0x0b, 0xfc, 0x93, 0x61, 0x58, + 0x56, 0xd7, 0x53, 0x1b, 0x79, 0x22, 0x29, 0xed, 0x67, 0x01, 0x8c, 0x53, 0x3a, 0x88, 0x2c, 0xff, + 0x98, 0x0e, 0xf0, 0x3b, 0x90, 0x8f, 0xdc, 0x3e, 0x0d, 0x23, 0xa7, 0x3f, 0xe4, 0x43, 0xa4, 0xc8, + 0x98, 0xf1, 0x09, 0x26, 0xad, 0x41, 0x6e, 0xe8, 0x87, 0x6e, 0xe4, 0xfa, 0x03, 0x6e, 0x4f, 0x9e, + 0x24, 0xb4, 0xf6, 0xd3, 0x90, 0x39, 0x70, 0xbc, 0x13, 0x8a, 0xdf, 0x87, 0x34, 0x37, 0x58, 0xe1, + 0x06, 0x17, 0xb6, 0x04, 0xe8, 0xdc, 0x4e, 0x2e, 0x60, 0x63, 0x9f, 0x32, 0x4d, 0x3e, 0xf6, 0x02, + 0x11, 0x84, 0x76, 0x0c, 0x0b, 0xbb, 0xee, 0xa0, 0x7b, 0xe0, 0x04, 0x2e, 0x03, 0xe3, 0x25, 0x87, + 0xc1, 0x5f, 0x80, 0x2c, 0x6f, 0x84, 0xe5, 0xd4, 0x7a, 0x6a, 0xa3, 0xb0, 0xbd, 0x20, 0x3b, 0xf2, + 0xb5, 0x11, 0x29, 0xd3, 0xfe, 0x5a, 0x01, 0xd8, 0xf5, 0x4f, 0x06, 0xdd, 0x7b, 0x4c, 0x88, 0x11, + 0xa4, 0xc2, 0xc7, 0x9e, 0x04, 0x92, 0x35, 0xf1, 0x5d, 0x28, 0x1d, 0xba, 0x83, 0xae, 0x7d, 0x2a, + 0x97, 0x23, 0xb0, 0x2c, 0x6c, 0x7f, 0x41, 0x0e, 0x37, 0xee, 0xbc, 0x35, 0xb9, 0xea, 0xd0, 0x18, + 0x44, 0xc1, 0x88, 0x14, 0x0f, 0x27, 0x79, 0x6b, 0x6d, 0xc0, 0xe7, 0x95, 0xd8, 0xa4, 0xc7, 0x74, + 0x14, 0x4f, 0x7a, 0x4c, 0x47, 0xf8, 0x47, 0x26, 0x2d, 0x2a, 0x6c, 0x2f, 0xc7, 0x73, 0x4d, 0xf4, + 0x95, 0x66, 0x7e, 0xa8, 0xde, 0x54, 0xb4, 0xff, 0xca, 0x42, 0xc9, 0x78, 0x4a, 0x3b, 0x27, 0x11, + 0x6d, 0x0c, 0xd9, 0x1e, 0x84, 0xb8, 0x0e, 0x8b, 0xee, 0xa0, 0xe3, 0x9d, 0x74, 0x69, 0xd7, 0x7e, + 0xe4, 0x52, 0xaf, 0x1b, 0x72, 0x3f, 0x2a, 0x25, 0xeb, 0x9e, 0xd6, 0xdf, 0xaa, 0x4a, 0xe5, 0x7d, + 0xae, 0x4b, 0x4a, 0xee, 0x14, 0x8d, 0x37, 0x61, 0xa9, 0xe3, 0xb9, 0x74, 0x10, 0xd9, 0x8f, 0x98, + 0xbd, 0x76, 0xe0, 0x3f, 0x09, 0xcb, 0x99, 0x75, 0x65, 0x23, 0x47, 0x16, 0x85, 0x60, 0x9f, 0xf1, + 0x89, 0xff, 0x24, 0xc4, 0x1f, 0x42, 0xee, 0x89, 0x1f, 0x1c, 0x7b, 0xbe, 0xd3, 0x2d, 0x67, 0xf9, + 0x9c, 0xef, 0xcd, 0x9e, 0xf3, 0xbe, 0xd4, 0x22, 0x89, 0x3e, 0xde, 0x00, 0x14, 0x3e, 0xf6, 0xec, + 0x90, 0x7a, 0xb4, 0x13, 0xd9, 0x9e, 0xdb, 0x77, 0xa3, 0x72, 0x8e, 0xbb, 0x64, 0x29, 0x7c, 0xec, + 0xb5, 0x38, 0xbb, 0xc6, 0xb8, 0xd8, 0x86, 0xd5, 0x28, 0x70, 0x06, 0xa1, 0xd3, 0x61, 0x83, 0xd9, + 0x6e, 0xe8, 0x7b, 0x0e, 0x77, 0xc7, 0x3c, 0x9f, 0x72, 0x73, 0xf6, 0x94, 0xd6, 0xb8, 0x4b, 0x35, + 0xee, 0x41, 0x56, 0xa2, 0x19, 0x5c, 0x7c, 0x0d, 0x56, 0xc3, 0x63, 0x77, 0x68, 0xf3, 0x71, 0xec, + 0xa1, 0xe7, 0x0c, 0xec, 0x8e, 0xd3, 0x39, 0xa2, 0x65, 0xe0, 0x66, 0x63, 0x26, 0xe4, 0xfb, 0xde, + 0xf4, 0x9c, 0x41, 0x85, 0x49, 0x18, 0xe8, 0x4c, 0x6f, 0x40, 0x03, 0xfb, 0x94, 0x06, 0x21, 0x5b, + 0x4d, 0xe1, 0x79, 0xa0, 0x37, 0x85, 0xf2, 0x81, 0xd0, 0x25, 0xa5, 0xe1, 0x14, 0xad, 0x7d, 0x05, + 0x4a, 0xd3, 0xdb, 0x82, 0x97, 0xa0, 0x68, 0x3d, 0x68, 0x1a, 0xb6, 0x6e, 0xee, 0xd9, 0xa6, 0x5e, + 0x37, 0xd0, 0x1c, 0x2e, 0x42, 0x9e, 0xb3, 0x1a, 0x66, 0xed, 0x01, 0x52, 0xf0, 0x3c, 0xa4, 0xf4, + 0x5a, 0x0d, 0xa9, 0xda, 0x4d, 0xc8, 0xc5, 0xf8, 0xe2, 0x45, 0x28, 0xb4, 0xcd, 0x56, 0xd3, 0xa8, + 0x54, 0xf7, 0xab, 0xc6, 0x1e, 0x9a, 0xc3, 0x39, 0x48, 0x37, 0x6a, 0x56, 0x13, 0x29, 0xa2, 0xa5, + 0x37, 0x91, 0xca, 0x7a, 0xee, 0xed, 0xea, 0x28, 0xa5, 0xfd, 0xb9, 0x02, 0x2b, 0xb3, 0x70, 0xc2, + 0x05, 0x98, 0xdf, 0x33, 0xf6, 0xf5, 0x76, 0xcd, 0x42, 0x73, 0x78, 0x19, 0x16, 0x89, 0xd1, 0x34, + 0x74, 0x4b, 0xdf, 0xad, 0x19, 0x36, 0x31, 0xf4, 0x3d, 0xa4, 0x60, 0x0c, 0x25, 0xd6, 0xb2, 0x2b, + 0x8d, 0x7a, 0xbd, 0x6a, 0x59, 0xc6, 0x1e, 0x52, 0xf1, 0x0a, 0x20, 0xce, 0x6b, 0x9b, 0x63, 0x6e, + 0x0a, 0x23, 0x58, 0x68, 0x19, 0xa4, 0xaa, 0xd7, 0xaa, 0x0f, 0xd9, 0x00, 0x28, 0x8d, 0x3f, 0x07, + 0xef, 0x56, 0x1a, 0x66, 0xab, 0xda, 0xb2, 0x0c, 0xd3, 0xb2, 0x5b, 0xa6, 0xde, 0x6c, 0x7d, 0xd4, + 0xb0, 0xf8, 0xc8, 0xc2, 0xb8, 0x0c, 0x2e, 0x01, 0xe8, 0x6d, 0xab, 0x21, 0xc6, 0x41, 0x59, 0xcd, + 0x83, 0xd2, 0x34, 0x84, 0x6c, 0x55, 0x72, 0x89, 0x76, 0xb3, 0xa6, 0x9b, 0xa6, 0x41, 0xd0, 0x1c, + 0xce, 0x82, 0x7a, 0x70, 0x1d, 0x29, 0xfc, 0x77, 0x07, 0xa9, 0x78, 0x01, 0x72, 0x07, 0x3b, 0xb7, + 0x03, 0x4a, 0xbb, 0x23, 0xb1, 0x92, 0x83, 0x9d, 0x1a, 0x7d, 0x14, 0x6d, 0x13, 0xb7, 0x77, 0x14, + 0xa1, 0x34, 0x5e, 0x85, 0xa5, 0x58, 0xce, 0x76, 0xaa, 0xef, 0xfe, 0x1c, 0xed, 0xa2, 0xcc, 0x9d, + 0x74, 0x4e, 0x41, 0xea, 0x9d, 0x74, 0x4e, 0x45, 0xa9, 0x3b, 0xe9, 0x5c, 0x0a, 0xa5, 0xb5, 0xbf, + 0x52, 0x21, 0xc3, 0x77, 0x86, 0xc5, 0xea, 0x89, 0x08, 0xcc, 0xdb, 0x49, 0xdc, 0x52, 0x9f, 0x13, + 0xb7, 0x78, 0xb8, 0x97, 0x11, 0x54, 0x10, 0xf8, 0x32, 0xe4, 0xfd, 0xa0, 0x67, 0x0b, 0x89, 0x88, + 0xfd, 0x39, 0x3f, 0xe8, 0xf1, 0x24, 0xc1, 0xe2, 0x2e, 0x4b, 0x19, 0x87, 0x4e, 0x48, 0xf9, 0xf1, + 0xcb, 0x93, 0x84, 0xc6, 0x6f, 0x03, 0xd3, 0xb3, 0xf9, 0x3a, 0xb2, 0x5c, 0x36, 0xef, 0x07, 0x3d, + 0x93, 0x2d, 0xe5, 0xf3, 0x50, 0xec, 0xf8, 0xde, 0x49, 0x7f, 0x60, 0x7b, 0x74, 0xd0, 0x8b, 0x8e, + 0xca, 0xf3, 0xeb, 0xca, 0x46, 0x91, 0x2c, 0x08, 0x66, 0x8d, 0xf3, 0x70, 0x19, 0xe6, 0x3b, 0x47, + 0x4e, 0x10, 0x52, 0x71, 0xe4, 0x8a, 0x24, 0x26, 0xf9, 0xac, 0xb4, 0xe3, 0xf6, 0x1d, 0x2f, 0xe4, + 0xc7, 0xab, 0x48, 0x12, 0x9a, 0x19, 0xf1, 0xc8, 0x73, 0x7a, 0x21, 0x3f, 0x16, 0x45, 0x22, 0x08, + 0xfc, 0x3e, 0x14, 0xe4, 0x84, 0x1c, 0x82, 0x02, 0x5f, 0x0e, 0x08, 0x16, 0x43, 0x40, 0xfb, 0x09, + 0x48, 0x11, 0xff, 0x09, 0x9b, 0x53, 0xac, 0x28, 0x2c, 0x2b, 0xeb, 0xa9, 0x0d, 0x4c, 0x62, 0x92, + 0xe5, 0x2e, 0x19, 0xbe, 0x45, 0x54, 0x8f, 0x03, 0xf6, 0x77, 0x14, 0x28, 0xf0, 0x63, 0x47, 0x68, + 0x78, 0xe2, 0x45, 0x2c, 0xcc, 0xcb, 0xf8, 0xa6, 0x4c, 0x85, 0x79, 0xbe, 0x2f, 0x44, 0xca, 0x18, + 0x00, 0x2c, 0x64, 0xd9, 0xce, 0xa3, 0x47, 0xb4, 0x13, 0x51, 0x91, 0xcd, 0xd2, 0x64, 0x81, 0x31, + 0x75, 0xc9, 0x63, 0xc8, 0xbb, 0x83, 0x90, 0x06, 0x91, 0xed, 0x76, 0xf9, 0x9e, 0xa4, 0x49, 0x4e, + 0x30, 0xaa, 0x5d, 0xfc, 0x1e, 0xa4, 0x79, 0xd0, 0x4b, 0xf3, 0x59, 0x40, 0xce, 0x42, 0xfc, 0x27, + 0x84, 0xf3, 0xef, 0xa4, 0x73, 0x19, 0x94, 0xd5, 0xbe, 0x0a, 0x0b, 0x7c, 0x71, 0xf7, 0x9d, 0x60, + 0xe0, 0x0e, 0x7a, 0x3c, 0x87, 0xfb, 0x5d, 0xe1, 0x17, 0x45, 0xc2, 0xdb, 0xcc, 0xe6, 0x3e, 0x0d, + 0x43, 0xa7, 0x47, 0x65, 0x4e, 0x8d, 0x49, 0xed, 0x4f, 0x53, 0x50, 0x68, 0x45, 0x01, 0x75, 0xfa, + 0x3c, 0x3d, 0xe3, 0xaf, 0x02, 0x84, 0x91, 0x13, 0xd1, 0x3e, 0x1d, 0x44, 0xb1, 0x7d, 0xef, 0xc8, + 0x99, 0x27, 0xf4, 0xb6, 0x5a, 0xb1, 0x12, 0x99, 0xd0, 0xc7, 0xdb, 0x50, 0xa0, 0x4c, 0x6c, 0x47, + 0x2c, 0xcd, 0xcb, 0x54, 0xb2, 0x14, 0x47, 0xa2, 0x24, 0xff, 0x13, 0xa0, 0x49, 0x7b, 0xed, 0xbb, + 0x2a, 0xe4, 0x93, 0xd1, 0xb0, 0x0e, 0xb9, 0x8e, 0x13, 0xd1, 0x9e, 0x1f, 0x8c, 0x64, 0xf6, 0xfd, + 0xe0, 0x79, 0xb3, 0x6f, 0x55, 0xa4, 0x32, 0x49, 0xba, 0xe1, 0x77, 0x41, 0x5c, 0x69, 0x84, 0x5b, + 0x0a, 0x7b, 0xf3, 0x9c, 0xc3, 0x1d, 0xf3, 0x43, 0xc0, 0xc3, 0xc0, 0xed, 0x3b, 0xc1, 0xc8, 0x3e, + 0xa6, 0xa3, 0x38, 0x53, 0xa5, 0x66, 0xec, 0x24, 0x92, 0x7a, 0x77, 0xe9, 0x48, 0x06, 0xc3, 0x9b, + 0xd3, 0x7d, 0xa5, 0xb7, 0x9c, 0xdf, 0x9f, 0x89, 0x9e, 0x3c, 0xf7, 0x87, 0x71, 0x96, 0xcf, 0x70, + 0xc7, 0x62, 0x4d, 0xed, 0x4b, 0x90, 0x8b, 0x17, 0x8f, 0xf3, 0x90, 0x31, 0x82, 0xc0, 0x0f, 0xd0, + 0x1c, 0x8f, 0x89, 0xf5, 0x9a, 0x08, 0xab, 0x7b, 0x7b, 0x2c, 0xac, 0xfe, 0x8b, 0x9a, 0xa4, 0x5a, + 0x42, 0x1f, 0x9f, 0xd0, 0x30, 0xc2, 0x3f, 0x03, 0xcb, 0x94, 0xbb, 0x90, 0x7b, 0x4a, 0xed, 0x0e, + 0xbf, 0x97, 0x31, 0x07, 0x52, 0x38, 0xde, 0x8b, 0x5b, 0xe2, 0x1a, 0x19, 0xdf, 0xd7, 0xc8, 0x52, + 0xa2, 0x2b, 0x59, 0x5d, 0x6c, 0xc0, 0xb2, 0xdb, 0xef, 0xd3, 0xae, 0xeb, 0x44, 0x93, 0x03, 0x88, + 0x0d, 0x5b, 0x8d, 0xaf, 0x2d, 0x53, 0xd7, 0x3e, 0xb2, 0x94, 0xf4, 0x48, 0x86, 0xf9, 0x00, 0xb2, + 0x11, 0xbf, 0xa2, 0x72, 0xdf, 0x2d, 0x6c, 0x17, 0xe3, 0x88, 0xc3, 0x99, 0x44, 0x0a, 0xf1, 0x97, + 0x40, 0x5c, 0x78, 0x79, 0x6c, 0x19, 0x3b, 0xc4, 0xf8, 0x1e, 0x43, 0x84, 0x1c, 0x7f, 0x00, 0xa5, + 0xa9, 0x0c, 0xdb, 0xe5, 0x80, 0xa5, 0x48, 0x71, 0x32, 0x5d, 0x76, 0xf1, 0x15, 0x98, 0xf7, 0x45, + 0x3e, 0xe3, 0x51, 0x67, 0xbc, 0xe2, 0xe9, 0x64, 0x47, 0x62, 0x2d, 0x16, 0x1b, 0x02, 0x1a, 0xd2, + 0xe0, 0x94, 0x76, 0xd9, 0xa0, 0xf3, 0x7c, 0x50, 0x88, 0x59, 0xd5, 0xae, 0xf6, 0x53, 0xb0, 0x98, + 0x40, 0x1c, 0x0e, 0xfd, 0x41, 0x48, 0xf1, 0x26, 0x64, 0x03, 0x7e, 0xde, 0x25, 0xac, 0x58, 0xce, + 0x31, 0x11, 0x09, 0x88, 0xd4, 0xd0, 0xba, 0xb0, 0x28, 0x38, 0xf7, 0xdd, 0xe8, 0x88, 0xef, 0x24, + 0xfe, 0x00, 0x32, 0x94, 0x35, 0xce, 0x6c, 0x0a, 0x69, 0x56, 0xb8, 0x9c, 0x08, 0xe9, 0xc4, 0x2c, + 0xea, 0x0b, 0x67, 0xf9, 0x0f, 0x15, 0x96, 0xe5, 0x2a, 0x77, 0x9d, 0xa8, 0x73, 0xf4, 0x8a, 0x7a, + 0xc3, 0x8f, 0xc2, 0x3c, 0xe3, 0xbb, 0xc9, 0xc9, 0x99, 0xe1, 0x0f, 0xb1, 0x06, 0xf3, 0x08, 0x27, + 0xb4, 0x27, 0xb6, 0x5f, 0x5e, 0x01, 0x8b, 0x4e, 0x38, 0x71, 0x61, 0x98, 0xe1, 0x38, 0xd9, 0x17, + 0x38, 0xce, 0xfc, 0x45, 0x1c, 0x47, 0xdb, 0x83, 0x95, 0x69, 0xc4, 0xa5, 0x73, 0xfc, 0x18, 0xcc, + 0x8b, 0x4d, 0x89, 0x63, 0xe4, 0xac, 0x7d, 0x8b, 0x55, 0xb4, 0x8f, 0x55, 0x58, 0x91, 0xe1, 0xeb, + 0xb3, 0x71, 0x8e, 0x27, 0x70, 0xce, 0x5c, 0xe8, 0x80, 0x5e, 0x6c, 0xff, 0xb4, 0x0a, 0xac, 0x9e, + 0xc1, 0xf1, 0x25, 0x0e, 0xeb, 0xf7, 0x14, 0x58, 0xd8, 0xa5, 0x3d, 0x77, 0xf0, 0x8a, 0xee, 0xc2, + 0x04, 0xb8, 0xe9, 0x0b, 0x39, 0xf1, 0x10, 0x8a, 0xd2, 0x5e, 0x89, 0xd6, 0x79, 0xb4, 0x95, 0x59, + 0xa7, 0xe5, 0x26, 0x2c, 0xc8, 0x22, 0x82, 0xe3, 0xb9, 0x4e, 0x98, 0xd8, 0x73, 0xa6, 0x8a, 0xa0, + 0x33, 0x21, 0x91, 0xf5, 0x06, 0x4e, 0x68, 0xff, 0xaa, 0x40, 0xb1, 0xe2, 0xf7, 0xfb, 0x6e, 0xf4, + 0x8a, 0x62, 0x7c, 0x1e, 0xa1, 0xf4, 0x2c, 0x7f, 0xbc, 0x06, 0xa5, 0xd8, 0x4c, 0x09, 0xed, 0x99, + 0x4c, 0xa3, 0x9c, 0xcb, 0x34, 0xff, 0xa6, 0xc0, 0x22, 0xf1, 0x3d, 0xef, 0xd0, 0xe9, 0x1c, 0xbf, + 0xde, 0xe0, 0x5c, 0x07, 0x34, 0x36, 0xf4, 0xa2, 0xf0, 0xfc, 0x8f, 0x02, 0xa5, 0x66, 0x40, 0x87, + 0x4e, 0x40, 0x5f, 0x6b, 0x74, 0xd8, 0x35, 0xbd, 0x1b, 0xc9, 0x0b, 0x4e, 0x9e, 0xf0, 0xb6, 0xb6, + 0x04, 0x8b, 0x89, 0xed, 0x02, 0x30, 0xed, 0x1f, 0x14, 0x58, 0x15, 0x2e, 0x26, 0x25, 0xdd, 0x57, + 0x14, 0x96, 0xd8, 0xde, 0xf4, 0x84, 0xbd, 0x65, 0xb8, 0x74, 0xd6, 0x36, 0x69, 0xf6, 0xd7, 0x55, + 0x78, 0x2b, 0x76, 0x9e, 0x57, 0xdc, 0xf0, 0x1f, 0xc0, 0x1f, 0xd6, 0xa0, 0x7c, 0x1e, 0x04, 0x89, + 0xd0, 0xb7, 0x54, 0x28, 0x57, 0x02, 0xea, 0x44, 0x74, 0xe2, 0x1e, 0xf4, 0xfa, 0xf8, 0x06, 0xbe, + 0x06, 0x0b, 0x43, 0x27, 0x88, 0xdc, 0x8e, 0x3b, 0x74, 0xd8, 0xa7, 0x68, 0x86, 0x5f, 0xb3, 0xce, + 0x0c, 0x30, 0xa5, 0xa2, 0x5d, 0x86, 0xb7, 0x67, 0x20, 0x22, 0xf1, 0xfa, 0x5f, 0x05, 0x70, 0x2b, + 0x72, 0x82, 0xe8, 0x33, 0x90, 0x97, 0x66, 0x3a, 0xd3, 0x2a, 0x2c, 0x4f, 0xd9, 0x3f, 0x89, 0x0b, + 0x8d, 0x3e, 0x13, 0x29, 0xe9, 0x13, 0x71, 0x99, 0xb4, 0x5f, 0xe2, 0xf2, 0x4f, 0x0a, 0xac, 0x55, + 0x7c, 0x51, 0x0b, 0x7d, 0x2d, 0x4f, 0x98, 0xf6, 0x2e, 0x5c, 0x9e, 0x69, 0xa0, 0x04, 0xe0, 0x1f, + 0x15, 0xb8, 0x44, 0xa8, 0xd3, 0x7d, 0x3d, 0x8d, 0xbf, 0x07, 0x6f, 0x9d, 0x33, 0x4e, 0xde, 0x51, + 0x6e, 0x40, 0xae, 0x4f, 0x23, 0x87, 0xdd, 0x70, 0xa5, 0x49, 0x6b, 0xf1, 0xb8, 0x63, 0xed, 0xba, + 0xd4, 0x20, 0x89, 0xae, 0xf6, 0xcf, 0x2a, 0x2c, 0xf3, 0x7b, 0xf6, 0x9b, 0x8f, 0xbc, 0x0b, 0x55, + 0x61, 0xb2, 0x67, 0x2f, 0x7f, 0x4c, 0x61, 0x18, 0x50, 0x3b, 0xae, 0x0e, 0xcc, 0xf3, 0x7f, 0x10, + 0x61, 0x18, 0xd0, 0x7b, 0x82, 0xa3, 0xfd, 0x8d, 0x02, 0x2b, 0xd3, 0x10, 0x27, 0x5f, 0x34, 0xff, + 0xdf, 0xd5, 0x96, 0x19, 0x21, 0x25, 0x75, 0x91, 0x8f, 0xa4, 0xf4, 0x85, 0x3f, 0x92, 0xfe, 0x56, + 0x85, 0xf2, 0xa4, 0x31, 0x6f, 0x6a, 0x3a, 0xd3, 0x35, 0x9d, 0xef, 0xb7, 0xca, 0xa7, 0xfd, 0x9d, + 0x02, 0x6f, 0xcf, 0x00, 0xf4, 0xfb, 0x73, 0x91, 0x89, 0xca, 0x8e, 0xfa, 0xc2, 0xca, 0xce, 0xa7, + 0xef, 0x24, 0x7f, 0xaf, 0xc0, 0x4a, 0x5d, 0xd4, 0xea, 0x45, 0xe5, 0xe3, 0xd5, 0x8d, 0xc1, 0xbc, + 0x1c, 0x9f, 0x1e, 0xff, 0x5b, 0xa5, 0x55, 0x60, 0xf5, 0x8c, 0x69, 0x2f, 0x51, 0xcd, 0xf9, 0x6f, + 0x05, 0x96, 0xe4, 0x28, 0xfa, 0x2b, 0x7b, 0x7d, 0x99, 0x81, 0x0e, 0x7e, 0x0f, 0x52, 0x6e, 0x37, + 0xbe, 0xf7, 0x4e, 0xbf, 0x24, 0x60, 0x02, 0xed, 0x16, 0xe0, 0x49, 0xbb, 0x5f, 0x02, 0xba, 0x7f, + 0x57, 0x61, 0x95, 0x88, 0xe8, 0xfb, 0xe6, 0xff, 0x85, 0x1f, 0xf4, 0xff, 0x85, 0xe7, 0x27, 0xae, + 0x8f, 0xf9, 0x65, 0x6a, 0x1a, 0xea, 0x4f, 0x2f, 0x75, 0x9d, 0x49, 0xb4, 0xa9, 0x73, 0x89, 0xf6, + 0xe5, 0xe3, 0xd1, 0xc7, 0x2a, 0xac, 0x49, 0x43, 0xde, 0xdc, 0x75, 0x2e, 0xee, 0x11, 0xd9, 0x73, + 0x1e, 0xf1, 0x9f, 0x0a, 0x5c, 0x9e, 0x09, 0xe4, 0x0f, 0xfd, 0x46, 0x73, 0xc6, 0x7b, 0xd2, 0x2f, + 0xf4, 0x9e, 0xcc, 0x85, 0xbd, 0xe7, 0x9b, 0x2a, 0x94, 0x08, 0xf5, 0xa8, 0x13, 0xbe, 0xe6, 0xd5, + 0xbd, 0x33, 0x18, 0x66, 0xce, 0xd5, 0x39, 0x97, 0x60, 0x31, 0x01, 0x42, 0x7e, 0x70, 0xf1, 0x0f, + 0x74, 0x96, 0x07, 0x3f, 0xa2, 0x8e, 0x17, 0xc5, 0x37, 0x41, 0xed, 0xcf, 0x54, 0x28, 0x12, 0xc6, + 0x71, 0xfb, 0xb4, 0x15, 0x39, 0x51, 0x88, 0x3f, 0x07, 0x0b, 0x47, 0x5c, 0xc5, 0x1e, 0x7b, 0x48, + 0x9e, 0x14, 0x04, 0x4f, 0xfc, 0xfb, 0xb8, 0x0d, 0xab, 0x21, 0xed, 0xf8, 0x83, 0x6e, 0x68, 0x1f, + 0xd2, 0x23, 0x77, 0xd0, 0xb5, 0xfb, 0x4e, 0x18, 0xd1, 0x80, 0xc3, 0x52, 0x24, 0xcb, 0x52, 0xb8, + 0xcb, 0x65, 0x75, 0x2e, 0xc2, 0x57, 0x61, 0xe5, 0xd0, 0x1d, 0x78, 0x7e, 0xcf, 0x1e, 0x7a, 0xce, + 0x88, 0x06, 0xa1, 0xdd, 0xf1, 0x4f, 0x06, 0x02, 0x8f, 0x0c, 0xc1, 0x42, 0xd6, 0x14, 0xa2, 0x0a, + 0x93, 0xe0, 0x87, 0xb0, 0x39, 0x73, 0x16, 0xfb, 0x91, 0xeb, 0x45, 0x34, 0xa0, 0x5d, 0x3b, 0xa0, + 0x43, 0xcf, 0xed, 0x88, 0x57, 0x52, 0x02, 0xa8, 0x2f, 0xce, 0x98, 0x7a, 0x5f, 0xaa, 0x93, 0xb1, + 0x36, 0xbe, 0x0c, 0xf9, 0xce, 0xf0, 0xc4, 0x3e, 0xe1, 0x8f, 0x16, 0x18, 0x7e, 0x0a, 0xc9, 0x75, + 0x86, 0x27, 0x6d, 0x46, 0x63, 0x04, 0xa9, 0xc7, 0x43, 0x11, 0x9c, 0x15, 0xc2, 0x9a, 0xda, 0xf7, + 0x14, 0x28, 0xe9, 0xbd, 0x5e, 0x40, 0x7b, 0x4e, 0x24, 0x61, 0xba, 0x0a, 0x2b, 0x02, 0x92, 0x91, + 0x2d, 0xdd, 0x55, 0xd8, 0xa3, 0x08, 0x7b, 0xa4, 0x4c, 0xf8, 0xaa, 0xb0, 0x67, 0x07, 0x2e, 0x9d, + 0x0c, 0x66, 0xf6, 0x51, 0x79, 0x9f, 0x95, 0x44, 0x3a, 0xd9, 0xeb, 0x27, 0xe1, 0xed, 0xd9, 0x28, + 0xf4, 0x5d, 0xf1, 0x52, 0xb1, 0x48, 0x2e, 0xcd, 0x30, 0xba, 0xee, 0x0e, 0x9e, 0xd3, 0xd5, 0x79, + 0xca, 0xf1, 0xfa, 0x84, 0xae, 0xce, 0x53, 0xed, 0x2f, 0x92, 0xff, 0x14, 0x63, 0x77, 0x49, 0x02, + 0x47, 0xec, 0xc8, 0xca, 0xf3, 0x1c, 0xb9, 0x0c, 0xf3, 0xcc, 0x19, 0xdd, 0x41, 0x8f, 0x1b, 0x97, + 0x23, 0x31, 0x89, 0x5b, 0xf0, 0x45, 0x69, 0x3b, 0x7d, 0x1a, 0xd1, 0x60, 0xe0, 0x78, 0xde, 0xc8, + 0x16, 0xe5, 0xc7, 0x41, 0x44, 0xbb, 0xf6, 0xf8, 0xe5, 0xa6, 0x08, 0x1f, 0x9f, 0x17, 0xda, 0x46, + 0xa2, 0x4c, 0x12, 0x5d, 0x2b, 0x79, 0xd3, 0xf9, 0x15, 0x28, 0x05, 0xd2, 0x89, 0xed, 0x90, 0x6d, + 0x8f, 0x0c, 0xb9, 0x2b, 0xf1, 0xab, 0x89, 0x49, 0x0f, 0x27, 0xc5, 0x60, 0xca, 0xe1, 0x5f, 0x3a, + 0xe0, 0xdc, 0x49, 0xe7, 0xb2, 0x68, 0x5e, 0xfb, 0x4b, 0x05, 0x96, 0x67, 0x7c, 0xbb, 0x27, 0x85, + 0x01, 0x65, 0xa2, 0xee, 0xf8, 0xe3, 0x90, 0xe1, 0x0f, 0x5a, 0xe4, 0x1b, 0xaa, 0xb7, 0xce, 0x7f, + 0xfa, 0xf3, 0xc7, 0x27, 0x44, 0x68, 0xb1, 0xb3, 0xc8, 0x6d, 0xea, 0xf0, 0xc2, 0x63, 0x1c, 0x51, + 0x0b, 0x8c, 0x27, 0x6a, 0x91, 0xe7, 0x2b, 0x99, 0xe9, 0x17, 0x56, 0x32, 0x37, 0x7f, 0x27, 0x05, + 0xf9, 0xfa, 0xa8, 0xf5, 0xd8, 0xdb, 0xf7, 0x9c, 0x1e, 0x7f, 0x1d, 0x52, 0x6f, 0x5a, 0x0f, 0xd0, + 0x1c, 0x5e, 0x82, 0xa2, 0xd9, 0xb0, 0x6c, 0xb3, 0x5d, 0xab, 0xd9, 0xfb, 0x35, 0xfd, 0x36, 0x52, + 0x30, 0x82, 0x85, 0x26, 0xa9, 0xda, 0x77, 0x8d, 0x07, 0x82, 0xa3, 0xe2, 0x65, 0x58, 0x6c, 0x9b, + 0xd5, 0x7b, 0x6d, 0x63, 0xcc, 0xe4, 0x2f, 0xcc, 0xea, 0xed, 0x9a, 0x55, 0x6d, 0xd6, 0x26, 0xd8, + 0x39, 0x5c, 0x84, 0xfc, 0x6e, 0xad, 0xb1, 0x2b, 0x48, 0xc4, 0xc6, 0x6f, 0x9b, 0xad, 0xea, 0x6d, + 0xd3, 0xd8, 0x13, 0xac, 0x75, 0xc6, 0x7a, 0x68, 0x90, 0xc6, 0x7e, 0x35, 0x9e, 0xf2, 0x16, 0x46, + 0x50, 0xd8, 0xad, 0x9a, 0x3a, 0x91, 0xa3, 0x3c, 0x53, 0x70, 0x09, 0xf2, 0x86, 0xd9, 0xae, 0x4b, + 0x5a, 0xc5, 0x65, 0x58, 0xd6, 0xdb, 0x56, 0xc3, 0xae, 0x9a, 0x15, 0x62, 0xd4, 0x0d, 0xd3, 0x92, + 0x92, 0x34, 0x5e, 0x86, 0x92, 0x55, 0xad, 0x1b, 0x2d, 0x4b, 0xaf, 0x37, 0x25, 0x93, 0xad, 0x22, + 0xd7, 0x32, 0x62, 0x1d, 0x84, 0xd7, 0x60, 0xd5, 0x6c, 0xd8, 0xf1, 0xab, 0xba, 0x03, 0xbd, 0xd6, + 0x36, 0xa4, 0x6c, 0x1d, 0xbf, 0x05, 0xb8, 0x61, 0xda, 0xed, 0xe6, 0x9e, 0x6e, 0x19, 0xb6, 0xd9, + 0xb8, 0x2f, 0x05, 0xb7, 0x70, 0x09, 0x72, 0xe3, 0x15, 0x3c, 0x63, 0x28, 0x14, 0x9b, 0x3a, 0xb1, + 0xc6, 0xc6, 0x3e, 0x7b, 0xc6, 0xc0, 0x82, 0xdb, 0xa4, 0xd1, 0x6e, 0x8e, 0xd5, 0x96, 0xa0, 0x20, + 0xc1, 0x92, 0xac, 0x34, 0x63, 0xed, 0x56, 0xcd, 0x4a, 0xb2, 0xbe, 0x67, 0xb9, 0x35, 0x15, 0x29, + 0x9b, 0xc7, 0x90, 0xe6, 0xdb, 0x91, 0x83, 0xb4, 0xd9, 0x30, 0x0d, 0x34, 0x87, 0x17, 0x01, 0xaa, + 0xad, 0xaa, 0x69, 0x19, 0xb7, 0x89, 0x5e, 0x63, 0x66, 0x73, 0x46, 0x0c, 0x20, 0xb3, 0x76, 0x01, + 0xe6, 0xab, 0xad, 0xfd, 0x5a, 0x43, 0xb7, 0xa4, 0x99, 0xd5, 0xd6, 0xbd, 0x76, 0xc3, 0x62, 0x42, + 0x84, 0x0b, 0x90, 0xad, 0xb6, 0x2c, 0xe3, 0x6b, 0x16, 0xb3, 0x8b, 0xcb, 0x04, 0xaa, 0xe8, 0xd9, + 0xad, 0xcd, 0x6f, 0xa7, 0x20, 0xcd, 0x9f, 0x64, 0x17, 0x21, 0xcf, 0x77, 0xdb, 0x7a, 0xd0, 0x64, + 0x53, 0xe6, 0x21, 0x5d, 0x35, 0xad, 0x9b, 0xe8, 0xe7, 0x55, 0x0c, 0x90, 0x69, 0xf3, 0xf6, 0x2f, + 0x64, 0x59, 0xbb, 0x6a, 0x5a, 0xd7, 0x6e, 0xa0, 0xaf, 0xab, 0x6c, 0xd8, 0xb6, 0x20, 0x7e, 0x31, + 0x16, 0x6c, 0xef, 0xa0, 0x6f, 0x24, 0x82, 0xed, 0x1d, 0xf4, 0x4b, 0xb1, 0xe0, 0xfa, 0x36, 0xfa, + 0x66, 0x22, 0xb8, 0xbe, 0x8d, 0x7e, 0x39, 0x16, 0xdc, 0xd8, 0x41, 0xbf, 0x92, 0x08, 0x6e, 0xec, + 0xa0, 0x5f, 0xcd, 0x32, 0x5b, 0xb8, 0x25, 0xd7, 0xb7, 0xd1, 0xaf, 0xe5, 0x12, 0xea, 0xc6, 0x0e, + 0xfa, 0xf5, 0x1c, 0xdb, 0xff, 0x64, 0x57, 0xd1, 0x6f, 0x20, 0xb6, 0x4c, 0xb6, 0x41, 0xe8, 0x37, + 0x79, 0x93, 0x89, 0xd0, 0x6f, 0x21, 0x66, 0x23, 0xe3, 0x72, 0xf2, 0x5b, 0x5c, 0xf2, 0xc0, 0xd0, + 0x09, 0xfa, 0xed, 0xac, 0x78, 0xe7, 0x59, 0xa9, 0xd6, 0xf5, 0x1a, 0xc2, 0xbc, 0x07, 0x43, 0xe5, + 0x77, 0xaf, 0xb2, 0x26, 0x73, 0x4f, 0xf4, 0x7b, 0x4d, 0x36, 0xe1, 0x81, 0x4e, 0x2a, 0x1f, 0xe9, + 0x04, 0xfd, 0xfe, 0x55, 0x36, 0xe1, 0x81, 0x4e, 0x24, 0x5e, 0x7f, 0xd0, 0x64, 0x8a, 0x5c, 0xf4, + 0x87, 0x57, 0xd9, 0xa2, 0x25, 0xff, 0x8f, 0x9a, 0x38, 0x07, 0xa9, 0xdd, 0xaa, 0x85, 0xbe, 0xcd, + 0x67, 0x63, 0x2e, 0x8a, 0xfe, 0x18, 0x31, 0x66, 0xcb, 0xb0, 0xd0, 0x77, 0x18, 0x33, 0x63, 0xb5, + 0x9b, 0x35, 0x03, 0xbd, 0xc3, 0x16, 0x77, 0xdb, 0x68, 0xd4, 0x0d, 0x8b, 0x3c, 0x40, 0x7f, 0xc2, + 0xd5, 0xef, 0xb4, 0x1a, 0x26, 0xfa, 0x2e, 0xc2, 0x25, 0x00, 0xe3, 0x6b, 0x4d, 0x62, 0xb4, 0x5a, + 0xd5, 0x86, 0x89, 0xde, 0xdf, 0xdc, 0x07, 0x74, 0x36, 0x1c, 0x30, 0x03, 0xda, 0xe6, 0x5d, 0xb3, + 0x71, 0xdf, 0x44, 0x73, 0x8c, 0x68, 0x12, 0xa3, 0xa9, 0x13, 0x03, 0x29, 0x18, 0x20, 0x2b, 0x5f, + 0x8f, 0xf2, 0x67, 0xa0, 0xa4, 0x51, 0xab, 0xed, 0xea, 0x95, 0xbb, 0x28, 0xb5, 0xfb, 0x65, 0x58, + 0x74, 0xfd, 0xad, 0x53, 0x37, 0xa2, 0x61, 0x28, 0x1e, 0xfd, 0x3f, 0xd4, 0x24, 0xe5, 0xfa, 0x57, + 0x44, 0xeb, 0x4a, 0xcf, 0xbf, 0x72, 0x1a, 0x5d, 0xe1, 0xd2, 0x2b, 0x3c, 0x62, 0x1c, 0x66, 0x39, + 0x71, 0xfd, 0xff, 0x02, 0x00, 0x00, 0xff, 0xff, 0x59, 0xe4, 0x3a, 0xdc, 0x52, 0x30, 0x00, 0x00, } diff --git a/go/vt/vtgate/planbuilder/builder.go b/go/vt/vtgate/planbuilder/builder.go index c7d38fe2e3b..cfd2c2c1a19 100644 --- a/go/vt/vtgate/planbuilder/builder.go +++ b/go/vt/vtgate/planbuilder/builder.go @@ -65,6 +65,8 @@ const ( V4GreedyOnly = querypb.ExecuteOptions_V4Greedy // V4Left2Right tries to emulate the V3 planner by only joining plans in the order they are listed in the FROM-clause V4Left2Right = querypb.ExecuteOptions_V4Left2Right + // V4GreedyOptimized uses only the faster greedy planner + V4GreedyOptimized = querypb.ExecuteOptions_V4GreedyOptimized ) type truncater interface { diff --git a/go/vt/vtgate/planbuilder/plan_test.go b/go/vt/vtgate/planbuilder/plan_test.go index 10d8d1cf157..a8fd9083bf2 100644 --- a/go/vt/vtgate/planbuilder/plan_test.go +++ b/go/vt/vtgate/planbuilder/plan_test.go @@ -600,10 +600,14 @@ func BenchmarkPlanner(b *testing.B) { b.Run(filename+"-v4left2right", func(b *testing.B) { benchmarkPlanner(b, V4Left2Right, testCases, vschema) }) + b.Run(filename+"-v4greedyOptimized", func(b *testing.B) { + benchmarkPlanner(b, V4GreedyOptimized, testCases, vschema) + }) } } func benchmarkPlanner(b *testing.B, version PlannerVersion, testCases []testCase, vschema *vschemaWrapper) { + b.ReportAllocs() for n := 0; n < b.N; n++ { for _, tcase := range testCases { if tcase.output2ndPlanner != "" { diff --git a/go/vt/vtgate/planbuilder/route_planning.go b/go/vt/vtgate/planbuilder/route_planning.go index c046043427b..c07612a4c33 100644 --- a/go/vt/vtgate/planbuilder/route_planning.go +++ b/go/vt/vtgate/planbuilder/route_planning.go @@ -17,6 +17,7 @@ limitations under the License. package planbuilder import ( + "container/heap" "sort" "strings" @@ -48,6 +49,8 @@ func newBuildSelectPlan(sel *sqlparser.Select, vschema ContextVSchema) (engine.P switch { case vschema.Planner() == V4GreedyOnly || len(qgraph.tables) > 10: tree, err = greedySolve(qgraph, semTable, vschema) + case vschema.Planner() == V4GreedyOptimized: + tree, err = greedySolveOptimized(qgraph, semTable, vschema) case vschema.Planner() == V4Left2Right: tree, err = leftToRightSolve(qgraph, semTable, vschema) default: @@ -297,6 +300,123 @@ func createJoin(lhs joinTree, rhs joinTree, joinPredicates []sqlparser.Expr, sem return newPlan } +type priorityQueueItem struct { + plan joinTree + cost int + lhsSolve semantics.TableSet + rhsSolve semantics.TableSet +} + +type priorityQueuePlans []*priorityQueueItem + +// Len implements the Heap interface +func (pq priorityQueuePlans) Len() int { return len(pq) } + +// Less implements the Heap interface +func (pq priorityQueuePlans) Less(i, j int) bool { + // We want Pop to give us the lowest cost so we use lesser than here. + return pq[i].cost < pq[j].cost +} + +// Swap implements the Heap interface +func (pq priorityQueuePlans) Swap(i, j int) { + pq[i], pq[j] = pq[j], pq[i] +} + +// Push implements the Heap interface +func (pq *priorityQueuePlans) Push(x interface{}) { + item := x.(*priorityQueueItem) + *pq = append(*pq, item) +} + +// Pop implements the Heap interface +func (pq *priorityQueuePlans) Pop() interface{} { + old := *pq + n := len(old) + item := old[n-1] + old[n-1] = nil // avoid memory leak + *pq = old[0 : n-1] + return item +} + +func greedySolveOptimized(qg *queryGraph, semTable *semantics.SemTable, vschema ContextVSchema) (joinTree, error) { + routePlans := make([]*routePlan, len(qg.tables)) + intermediatePlans := map[semantics.TableSet]*priorityQueueItem{} + + for i, table := range qg.tables { + solves := semTable.TableSetFor(table.alias) + plan, err := createRoutePlan(table, solves, vschema) + if err != nil { + return nil, err + } + routePlans[i] = plan + intermediatePlans[solves] = &priorityQueueItem{ + plan: plan, + cost: plan.cost(), + lhsSolve: 0, + } + } + + if len(qg.tables) == 1 { + return routePlans[0], nil + } + + pq := priorityQueuePlans{} + + for i, lhs := range routePlans { + for j := i + 1; j < len(routePlans); j++ { + rhs := routePlans[j] + solves := lhs.solves() | rhs.solves() + joinPredicates := qg.crossTable[solves] + plan := createJoin(lhs, rhs, joinPredicates, semTable) + pq.Push(&priorityQueueItem{ + plan: plan, + cost: plan.cost(), + lhsSolve: lhs.solves(), + rhsSolve: rhs.solves(), + }) + } + } + + heap.Init(&pq) + + for pq.Len() > 0 { + item := heap.Pop(&pq).(*priorityQueueItem) + _, isLeftAvail := intermediatePlans[item.lhsSolve] + _, isRightAvail := intermediatePlans[item.rhsSolve] + if !isLeftAvail || !isRightAvail { + continue + } + delete(intermediatePlans, item.lhsSolve) + delete(intermediatePlans, item.rhsSolve) + solves := item.lhsSolve | item.rhsSolve + plan := item.plan + + for tableSet, intermPlan := range intermediatePlans { + totalSolved := solves | tableSet + newPlan := createJoin(intermPlan.plan, plan, qg.crossTable[totalSolved], semTable) + heap.Push(&pq, &priorityQueueItem{ + plan: newPlan, + cost: newPlan.cost(), + lhsSolve: tableSet, + rhsSolve: solves, + }) + } + intermediatePlans[solves] = item + } + + // intermediatePlans should only have 1 value now + if len(intermediatePlans) != 1 { + return nil, vterrors.Errorf(vtrpcpb.Code_INTERNAL, "their should be only 1 intermediate planner now") + } + + for _, item := range intermediatePlans { + return item.plan, nil + } + + return nil, nil +} + /* The greedy planner will plan a query by finding first finding the best route plan for every table. Then, iteratively, it finds the cheapest join that can be produced between the remaining plans, diff --git a/proto/query.proto b/proto/query.proto index 69e889a0610..b371c8f1e12 100644 --- a/proto/query.proto +++ b/proto/query.proto @@ -304,6 +304,7 @@ message ExecuteOptions { V4 = 2; V4Greedy = 3; V4Left2Right = 4; + V4GreedyOptimized = 5; } // PlannerVersion specifies which planner to use.