feat(detectedFields): Support multiple parsers to be returned for a single field (#12899)

pull/12936/head
Sven Grossmann 2 years ago committed by GitHub
parent 772616cd8f
commit 19fef9355f
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
  1. 381
      pkg/logproto/logproto.pb.go
  2. 2
      pkg/logproto/logproto.proto
  3. 27
      pkg/querier/querier.go
  4. 28
      pkg/storage/detected/fields.go
  5. 27
      pkg/storage/detected/fields_test.go

@ -2818,7 +2818,7 @@ type DetectedField struct {
Label string `protobuf:"bytes,1,opt,name=label,proto3" json:"label,omitempty"`
Type DetectedFieldType `protobuf:"bytes,2,opt,name=type,proto3,casttype=DetectedFieldType" json:"type,omitempty"`
Cardinality uint64 `protobuf:"varint,3,opt,name=cardinality,proto3" json:"cardinality,omitempty"`
Parser string `protobuf:"bytes,4,opt,name=parser,proto3" json:"parser,omitempty"`
Parsers []string `protobuf:"bytes,4,rep,name=parsers,proto3" json:"parsers,omitempty"`
Sketch []byte `protobuf:"bytes,5,opt,name=sketch,proto3" json:"sketch,omitempty"`
}
@ -2875,11 +2875,11 @@ func (m *DetectedField) GetCardinality() uint64 {
return 0
}
func (m *DetectedField) GetParser() string {
func (m *DetectedField) GetParsers() []string {
if m != nil {
return m.Parser
return m.Parsers
}
return ""
return nil
}
func (m *DetectedField) GetSketch() []byte {
@ -3105,174 +3105,174 @@ func init() {
func init() { proto.RegisterFile("pkg/logproto/logproto.proto", fileDescriptor_c28a5f14f1f4c79a) }
var fileDescriptor_c28a5f14f1f4c79a = []byte{
// 2671 bytes of a gzipped FileDescriptorProto
0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xd4, 0x1a, 0x4d, 0x8c, 0x1b, 0x57,
0xd9, 0x63, 0x8f, 0xbd, 0xf6, 0x67, 0xef, 0x66, 0xf3, 0xd6, 0x49, 0xac, 0x4d, 0xea, 0xd9, 0x3e,
0x41, 0x1b, 0x9a, 0x74, 0xdd, 0xa4, 0xb4, 0xa4, 0x29, 0xa5, 0xc4, 0xbb, 0xcd, 0x36, 0xe9, 0x36,
0x4d, 0xdf, 0xa6, 0x69, 0x41, 0x54, 0xd5, 0xc4, 0x7e, 0xeb, 0x1d, 0xc5, 0x9e, 0x71, 0x66, 0x9e,
0x9b, 0xee, 0x0d, 0x89, 0x33, 0xa2, 0x12, 0x07, 0xe0, 0x82, 0x84, 0x84, 0x04, 0x02, 0xf5, 0x82,
0x38, 0x70, 0x40, 0x70, 0xe1, 0x50, 0x6e, 0xe5, 0x56, 0xf5, 0x60, 0xe8, 0xf6, 0x82, 0xf6, 0x54,
0x09, 0x89, 0x43, 0x4f, 0xe8, 0xfd, 0xcd, 0xbc, 0x99, 0xb5, 0x49, 0xbd, 0x0d, 0x2a, 0xb9, 0xd8,
0xf3, 0xbe, 0xf7, 0xbd, 0xef, 0xbd, 0xef, 0xe7, 0x7d, 0x7f, 0x33, 0x70, 0x72, 0x78, 0xbb, 0xd7,
0xea, 0x07, 0xbd, 0x61, 0x18, 0xb0, 0x20, 0x7e, 0x58, 0x15, 0xbf, 0xa8, 0xac, 0xc7, 0xcb, 0xf5,
0x5e, 0xd0, 0x0b, 0x24, 0x0e, 0x7f, 0x92, 0xf3, 0xcb, 0x4e, 0x2f, 0x08, 0x7a, 0x7d, 0xda, 0x12,
0xa3, 0x5b, 0xa3, 0xed, 0x16, 0xf3, 0x06, 0x34, 0x62, 0xee, 0x60, 0xa8, 0x10, 0x56, 0x14, 0xf5,
0x3b, 0xfd, 0x41, 0xd0, 0xa5, 0xfd, 0x56, 0xc4, 0x5c, 0x16, 0xc9, 0x5f, 0x85, 0xb1, 0xc4, 0x31,
0x86, 0xa3, 0x68, 0x47, 0xfc, 0x48, 0x20, 0xfe, 0xbd, 0x05, 0xc7, 0x36, 0xdd, 0x5b, 0xb4, 0x7f,
0x23, 0xb8, 0xe9, 0xf6, 0x47, 0x34, 0x22, 0x34, 0x1a, 0x06, 0x7e, 0x44, 0xd1, 0x1a, 0x94, 0xfa,
0x7c, 0x22, 0x6a, 0x58, 0x2b, 0x85, 0xd3, 0xd5, 0xf3, 0x67, 0x56, 0xe3, 0x23, 0x4f, 0x5c, 0x20,
0xa1, 0xd1, 0x0b, 0x3e, 0x0b, 0x77, 0x89, 0x5a, 0xba, 0x7c, 0x13, 0xaa, 0x06, 0x18, 0x2d, 0x42,
0xe1, 0x36, 0xdd, 0x6d, 0x58, 0x2b, 0xd6, 0xe9, 0x0a, 0xe1, 0x8f, 0xe8, 0x1c, 0x14, 0xdf, 0xe6,
0x64, 0x1a, 0xf9, 0x15, 0xeb, 0x74, 0xf5, 0xfc, 0xc9, 0x64, 0x93, 0xd7, 0x7c, 0xef, 0xce, 0x88,
0x8a, 0xd5, 0x6a, 0x23, 0x89, 0x79, 0x31, 0x7f, 0xc1, 0xc2, 0x67, 0xe0, 0xe8, 0x81, 0x79, 0x74,
0x1c, 0x4a, 0x02, 0x43, 0x9e, 0xb8, 0x42, 0xd4, 0x08, 0xd7, 0x01, 0x6d, 0xb1, 0x90, 0xba, 0x03,
0xe2, 0x32, 0x7e, 0xde, 0x3b, 0x23, 0x1a, 0x31, 0xfc, 0x32, 0x2c, 0xa5, 0xa0, 0x8a, 0xed, 0xa7,
0xa1, 0x1a, 0x25, 0x60, 0xc5, 0x7b, 0x3d, 0x39, 0x56, 0xb2, 0x86, 0x98, 0x88, 0xf8, 0xe7, 0x16,
0x40, 0x32, 0x87, 0x9a, 0x00, 0x72, 0xf6, 0x45, 0x37, 0xda, 0x11, 0x0c, 0xdb, 0xc4, 0x80, 0xa0,
0xb3, 0x70, 0x34, 0x19, 0x5d, 0x0b, 0xb6, 0x76, 0xdc, 0xb0, 0x2b, 0x64, 0x60, 0x93, 0x83, 0x13,
0x08, 0x81, 0x1d, 0xba, 0x8c, 0x36, 0x0a, 0x2b, 0xd6, 0xe9, 0x02, 0x11, 0xcf, 0x9c, 0x5b, 0x46,
0x7d, 0xd7, 0x67, 0x0d, 0x5b, 0x88, 0x53, 0x8d, 0x38, 0x9c, 0xeb, 0x97, 0x46, 0x8d, 0xe2, 0x8a,
0x75, 0x7a, 0x9e, 0xa8, 0x11, 0xfe, 0x77, 0x01, 0x6a, 0xaf, 0x8e, 0x68, 0xb8, 0xab, 0x04, 0x80,
0x9a, 0x50, 0x8e, 0x68, 0x9f, 0x76, 0x58, 0x10, 0x4a, 0x8d, 0xb4, 0xf3, 0x0d, 0x8b, 0xc4, 0x30,
0x54, 0x87, 0x62, 0xdf, 0x1b, 0x78, 0x4c, 0x1c, 0x6b, 0x9e, 0xc8, 0x01, 0xba, 0x08, 0xc5, 0x88,
0xb9, 0x21, 0x13, 0x67, 0xa9, 0x9e, 0x5f, 0x5e, 0x95, 0x86, 0xb9, 0xaa, 0x0d, 0x73, 0xf5, 0x86,
0x36, 0xcc, 0x76, 0xf9, 0xfd, 0xb1, 0x93, 0x7b, 0xf7, 0xef, 0x8e, 0x45, 0xe4, 0x12, 0xf4, 0x34,
0x14, 0xa8, 0xdf, 0x15, 0xe7, 0xfd, 0xbc, 0x2b, 0xf9, 0x02, 0x74, 0x0e, 0x2a, 0x5d, 0x2f, 0xa4,
0x1d, 0xe6, 0x05, 0xbe, 0xe0, 0x6a, 0xe1, 0xfc, 0x52, 0xa2, 0x91, 0x75, 0x3d, 0x45, 0x12, 0x2c,
0x74, 0x16, 0x4a, 0x11, 0x17, 0x5d, 0xd4, 0x98, 0xe3, 0xb6, 0xd0, 0xae, 0xef, 0x8f, 0x9d, 0x45,
0x09, 0x39, 0x1b, 0x0c, 0x3c, 0x46, 0x07, 0x43, 0xb6, 0x4b, 0x14, 0x0e, 0x7a, 0x0c, 0xe6, 0xba,
0xb4, 0x4f, 0xb9, 0xc2, 0xcb, 0x42, 0xe1, 0x8b, 0x06, 0x79, 0x31, 0x41, 0x34, 0x02, 0x7a, 0x13,
0xec, 0x61, 0xdf, 0xf5, 0x1b, 0x15, 0xc1, 0xc5, 0x42, 0x82, 0x78, 0xbd, 0xef, 0xfa, 0xed, 0x67,
0x3e, 0x1a, 0x3b, 0x4f, 0xf5, 0x3c, 0xb6, 0x33, 0xba, 0xb5, 0xda, 0x09, 0x06, 0xad, 0x5e, 0xe8,
0x6e, 0xbb, 0xbe, 0xdb, 0xea, 0x07, 0xb7, 0xbd, 0xd6, 0xdb, 0x4f, 0xb6, 0xf8, 0x1d, 0xbc, 0x33,
0xa2, 0xa1, 0x47, 0xc3, 0x16, 0x27, 0xb3, 0x2a, 0x54, 0xc2, 0x97, 0x12, 0x41, 0x16, 0x5d, 0xe5,
0xf6, 0x17, 0x84, 0x74, 0x6d, 0x67, 0xe4, 0xdf, 0x8e, 0x1a, 0x20, 0x76, 0x39, 0x91, 0xec, 0x22,
0xe0, 0x84, 0x6e, 0x6f, 0x84, 0xc1, 0x68, 0xd8, 0x3e, 0xb2, 0x3f, 0x76, 0x4c, 0x7c, 0x62, 0x0e,
0xae, 0xda, 0xe5, 0xd2, 0xe2, 0x1c, 0x7e, 0xaf, 0x00, 0x68, 0xcb, 0x1d, 0x0c, 0xfb, 0x74, 0x26,
0xf5, 0xc7, 0x8a, 0xce, 0x1f, 0x5a, 0xd1, 0x85, 0x59, 0x15, 0x9d, 0x68, 0xcd, 0x9e, 0x4d, 0x6b,
0xc5, 0xcf, 0xab, 0xb5, 0xd2, 0xff, 0xbd, 0xd6, 0x70, 0x03, 0x6c, 0x4e, 0x99, 0x3b, 0xcb, 0xd0,
0xbd, 0x2b, 0x74, 0x53, 0x23, 0xfc, 0x11, 0x6f, 0x42, 0x49, 0xf2, 0x85, 0x96, 0xb3, 0xca, 0x4b,
0xdf, 0xdb, 0x44, 0x71, 0x05, 0xad, 0x92, 0xc5, 0x44, 0x25, 0x05, 0x21, 0x6c, 0xfc, 0x47, 0x0b,
0xe6, 0x95, 0x45, 0x28, 0xdf, 0x77, 0x0b, 0xe6, 0xa4, 0xef, 0xd1, 0x7e, 0xef, 0x44, 0xd6, 0xef,
0x5d, 0xea, 0xba, 0x43, 0x46, 0xc3, 0x76, 0xeb, 0xfd, 0xb1, 0x63, 0x7d, 0x34, 0x76, 0x1e, 0x9d,
0x26, 0x34, 0x1d, 0x6b, 0xb4, 0xbf, 0xd4, 0x84, 0xd1, 0x19, 0x71, 0x3a, 0x16, 0x29, 0xb3, 0x3a,
0xb2, 0x2a, 0x43, 0xd4, 0x15, 0xbf, 0x47, 0x23, 0x4e, 0xd9, 0xe6, 0x16, 0x41, 0x24, 0x0e, 0x67,
0xf3, 0xae, 0x1b, 0xfa, 0x9e, 0xdf, 0x8b, 0x1a, 0x05, 0xe1, 0xd3, 0xe3, 0x31, 0xfe, 0xa9, 0x05,
0x4b, 0x29, 0xb3, 0x56, 0x4c, 0x5c, 0x80, 0x52, 0xc4, 0x35, 0xa5, 0x79, 0x30, 0x8c, 0x62, 0x4b,
0xc0, 0xdb, 0x0b, 0xea, 0xf0, 0x25, 0x39, 0x26, 0x0a, 0xff, 0xfe, 0x1d, 0xed, 0x2f, 0x16, 0xd4,
0x44, 0x60, 0xd2, 0x77, 0x0d, 0x81, 0xed, 0xbb, 0x03, 0xaa, 0x54, 0x25, 0x9e, 0x8d, 0x68, 0xc5,
0xb7, 0x2b, 0xeb, 0x68, 0x35, 0xab, 0x83, 0xb5, 0x0e, 0xed, 0x60, 0xad, 0xe4, 0xde, 0xd5, 0xa1,
0xc8, 0xcd, 0x7b, 0x57, 0x38, 0xd7, 0x0a, 0x91, 0x03, 0xfc, 0x28, 0xcc, 0x2b, 0x2e, 0x94, 0x68,
0xa7, 0x05, 0xd8, 0x01, 0x94, 0xa4, 0x26, 0xd0, 0x57, 0xa0, 0x12, 0x27, 0x26, 0x82, 0xdb, 0x42,
0xbb, 0xb4, 0x3f, 0x76, 0xf2, 0x2c, 0x22, 0xc9, 0x04, 0x72, 0xcc, 0xa0, 0x6f, 0xb5, 0x2b, 0xfb,
0x63, 0x47, 0x02, 0x54, 0x88, 0x47, 0xa7, 0xc0, 0xde, 0xe1, 0x71, 0x93, 0x8b, 0xc0, 0x6e, 0x97,
0xf7, 0xc7, 0x8e, 0x18, 0x13, 0xf1, 0x8b, 0x37, 0xa0, 0xb6, 0x49, 0x7b, 0x6e, 0x67, 0x57, 0x6d,
0x5a, 0xd7, 0xe4, 0xf8, 0x86, 0x96, 0xa6, 0xf1, 0x30, 0xd4, 0xe2, 0x1d, 0xdf, 0x1a, 0x44, 0xea,
0x36, 0x54, 0x63, 0xd8, 0xcb, 0x11, 0xfe, 0x99, 0x05, 0xca, 0x06, 0x10, 0x36, 0xb2, 0x1d, 0xee,
0x0b, 0x61, 0x7f, 0xec, 0x28, 0x88, 0x4e, 0x66, 0xd0, 0xb3, 0x30, 0x17, 0x89, 0x1d, 0x39, 0xb1,
0xac, 0x69, 0x89, 0x89, 0xf6, 0x11, 0x6e, 0x22, 0xfb, 0x63, 0x47, 0x23, 0x12, 0xfd, 0x80, 0x56,
0x53, 0x09, 0x81, 0x64, 0x6c, 0x61, 0x7f, 0xec, 0x18, 0x50, 0x33, 0x41, 0xc0, 0x9f, 0x59, 0x50,
0xbd, 0xe1, 0x7a, 0xb1, 0x09, 0x35, 0xb4, 0x8a, 0x12, 0x5f, 0x2d, 0x01, 0xdc, 0x12, 0xbb, 0xb4,
0xef, 0xee, 0x5e, 0x0e, 0x42, 0x41, 0x77, 0x9e, 0xc4, 0xe3, 0x24, 0x86, 0xdb, 0x13, 0x63, 0x78,
0x71, 0x76, 0xd7, 0xfe, 0xbf, 0x75, 0xa4, 0x57, 0xed, 0x72, 0x7e, 0xb1, 0x80, 0xdf, 0xb3, 0xa0,
0x26, 0x99, 0x57, 0x96, 0xf7, 0x3d, 0x28, 0x49, 0xd9, 0x08, 0xf6, 0xff, 0x8b, 0x63, 0x3a, 0x33,
0x8b, 0x53, 0x52, 0x34, 0xd1, 0xf3, 0xb0, 0xd0, 0x0d, 0x83, 0xe1, 0x90, 0x76, 0xb7, 0x94, 0xfb,
0xcb, 0x67, 0xdd, 0xdf, 0xba, 0x39, 0x4f, 0x32, 0xe8, 0xf8, 0xaf, 0x16, 0xcc, 0x2b, 0x67, 0xa2,
0xd4, 0x15, 0x8b, 0xd8, 0x3a, 0x74, 0xf4, 0xcc, 0xcf, 0x1a, 0x3d, 0x8f, 0x43, 0xa9, 0xc7, 0xe3,
0x8b, 0x76, 0x48, 0x6a, 0x34, 0x5b, 0x54, 0xc5, 0x57, 0x61, 0x41, 0xb3, 0x32, 0xc5, 0xa3, 0x2e,
0x67, 0x3d, 0xea, 0x95, 0x2e, 0xf5, 0x99, 0xb7, 0xed, 0xc5, 0x3e, 0x52, 0xe1, 0xe3, 0x1f, 0x59,
0xb0, 0x98, 0x45, 0x41, 0xeb, 0x99, 0xc2, 0xe2, 0x91, 0xe9, 0xe4, 0xcc, 0x9a, 0x42, 0x93, 0x56,
0x95, 0xc5, 0x53, 0xf7, 0xaa, 0x2c, 0xea, 0xa6, 0x93, 0xa9, 0x28, 0xaf, 0x80, 0x7f, 0x62, 0xc1,
0x7c, 0x4a, 0x97, 0xe8, 0x02, 0xd8, 0xdb, 0x61, 0x30, 0x98, 0x49, 0x51, 0x62, 0x05, 0xfa, 0x3a,
0xe4, 0x59, 0x30, 0x93, 0x9a, 0xf2, 0x2c, 0xe0, 0x5a, 0x52, 0xec, 0x17, 0x64, 0xde, 0x2e, 0x47,
0xf8, 0x29, 0xa8, 0x08, 0x86, 0xae, 0xbb, 0x5e, 0x38, 0x31, 0x60, 0x4c, 0x66, 0xe8, 0x59, 0x38,
0x22, 0x9d, 0xe1, 0xe4, 0xc5, 0xb5, 0x49, 0x8b, 0x6b, 0x7a, 0xf1, 0x49, 0x28, 0x8a, 0xa4, 0x83,
0x2f, 0xe9, 0xba, 0xcc, 0xd5, 0x4b, 0xf8, 0x33, 0x3e, 0x06, 0x4b, 0xfc, 0x0e, 0xd2, 0x30, 0x5a,
0x0b, 0x46, 0x3e, 0xd3, 0x75, 0xd3, 0x59, 0xa8, 0xa7, 0xc1, 0xca, 0x4a, 0xea, 0x50, 0xec, 0x70,
0x80, 0xa0, 0x31, 0x4f, 0xe4, 0x00, 0xff, 0xd2, 0x02, 0xb4, 0x41, 0x99, 0xd8, 0xe5, 0xca, 0x7a,
0x7c, 0x3d, 0x96, 0xa1, 0x3c, 0x70, 0x59, 0x67, 0x87, 0x86, 0x91, 0xce, 0x5f, 0xf4, 0xf8, 0xcb,
0x48, 0x3c, 0xf1, 0x39, 0x58, 0x4a, 0x9d, 0x52, 0xf1, 0xb4, 0x0c, 0xe5, 0x8e, 0x82, 0xa9, 0x90,
0x17, 0x8f, 0xf1, 0xef, 0xf2, 0x50, 0xd6, 0x69, 0x1d, 0x3a, 0x07, 0xd5, 0x6d, 0xcf, 0xef, 0xd1,
0x70, 0x18, 0x7a, 0x4a, 0x04, 0xb6, 0x4c, 0xf3, 0x0c, 0x30, 0x31, 0x07, 0xe8, 0x71, 0x98, 0x1b,
0x45, 0x34, 0x7c, 0xcb, 0x93, 0x37, 0xbd, 0xd2, 0xae, 0xef, 0x8d, 0x9d, 0xd2, 0x6b, 0x11, 0x0d,
0xaf, 0xac, 0xf3, 0xe0, 0x33, 0x12, 0x4f, 0x44, 0xfe, 0x77, 0xd1, 0x4b, 0xca, 0x4c, 0x45, 0x02,
0xd7, 0xfe, 0x06, 0x3f, 0x7e, 0xc6, 0xd5, 0x0d, 0xc3, 0x60, 0x40, 0xd9, 0x0e, 0x1d, 0x45, 0xad,
0x4e, 0x30, 0x18, 0x04, 0x7e, 0x4b, 0x74, 0x02, 0x04, 0xd3, 0x3c, 0x82, 0xf2, 0xe5, 0xca, 0x72,
0x6f, 0xc0, 0x1c, 0xdb, 0x09, 0x83, 0x51, 0x6f, 0x47, 0x04, 0x86, 0x42, 0xfb, 0xe2, 0xec, 0xf4,
0x34, 0x05, 0xa2, 0x1f, 0xd0, 0xc3, 0x5c, 0x5a, 0xb4, 0x73, 0x3b, 0x1a, 0x0d, 0x64, 0xed, 0xd9,
0x2e, 0xee, 0x8f, 0x1d, 0xeb, 0x71, 0x12, 0x83, 0xf1, 0x25, 0x98, 0x4f, 0xa5, 0xc2, 0xe8, 0x09,
0xb0, 0x43, 0xba, 0xad, 0x5d, 0x01, 0x3a, 0x98, 0x31, 0xcb, 0xe8, 0xcf, 0x71, 0x88, 0xf8, 0xc5,
0x3f, 0xcc, 0x83, 0x63, 0x54, 0xfd, 0x97, 0x83, 0xf0, 0x65, 0xca, 0x42, 0xaf, 0x73, 0xcd, 0x1d,
0x50, 0x6d, 0x5e, 0x0e, 0x54, 0x07, 0x02, 0xf8, 0x96, 0x71, 0x8b, 0x60, 0x10, 0xe3, 0xa1, 0x87,
0x00, 0xc4, 0xb5, 0x93, 0xf3, 0xf2, 0x42, 0x55, 0x04, 0x44, 0x4c, 0xaf, 0xa5, 0x84, 0xdd, 0x9a,
0x51, 0x38, 0x4a, 0xc8, 0x57, 0xb2, 0x42, 0x9e, 0x99, 0x4e, 0x2c, 0x59, 0xf3, 0xba, 0x14, 0xd3,
0xd7, 0x05, 0xff, 0xcd, 0x82, 0xe6, 0xa6, 0x3e, 0xf9, 0x21, 0xc5, 0xa1, 0xf9, 0xcd, 0xdf, 0x27,
0x7e, 0x0b, 0x5f, 0x8c, 0x5f, 0xdc, 0x04, 0xd8, 0xf4, 0x7c, 0x7a, 0xd9, 0xeb, 0x33, 0x1a, 0x4e,
0x28, 0x84, 0x7e, 0x5c, 0x48, 0xbc, 0x0a, 0xa1, 0xdb, 0x9a, 0xcf, 0x35, 0xc3, 0x95, 0xdf, 0x0f,
0x36, 0xf2, 0xf7, 0x51, 0x6d, 0x85, 0x8c, 0x97, 0xf3, 0x61, 0x6e, 0x5b, 0xb0, 0x27, 0xa3, 0x72,
0xaa, 0xc7, 0x94, 0xf0, 0xde, 0xfe, 0x96, 0xda, 0xfc, 0xe9, 0x7b, 0x24, 0x55, 0xa2, 0xf3, 0xd7,
0x8a, 0x76, 0x7d, 0xe6, 0xbe, 0x63, 0xac, 0x27, 0x7a, 0x13, 0xe4, 0xaa, 0xbc, 0xad, 0x38, 0x31,
0x6f, 0x7b, 0x4e, 0x6d, 0xf3, 0x45, 0x72, 0x37, 0xfc, 0x5c, 0xe2, 0x44, 0x85, 0x52, 0x94, 0x13,
0x7d, 0xe4, 0x5e, 0x57, 0x5c, 0x5d, 0xec, 0x3f, 0x59, 0xb0, 0xb8, 0x41, 0x59, 0x3a, 0x8f, 0x7a,
0x80, 0x54, 0x8a, 0x5f, 0x84, 0xa3, 0xc6, 0xf9, 0x15, 0xf7, 0x4f, 0x66, 0x92, 0xa7, 0x63, 0x09,
0xff, 0x57, 0xfc, 0x2e, 0x7d, 0x47, 0xd5, 0xa4, 0xe9, 0xbc, 0xe9, 0x3a, 0x54, 0x8d, 0x49, 0x74,
0x29, 0x93, 0x31, 0x2d, 0x65, 0x5a, 0xb1, 0x3c, 0xea, 0xb7, 0xeb, 0x8a, 0x27, 0x59, 0x79, 0xaa,
0x7c, 0x38, 0xce, 0x2e, 0xb6, 0x00, 0x09, 0x75, 0x09, 0xb2, 0x66, 0x7c, 0x13, 0xd0, 0x97, 0xe2,
0xd4, 0x29, 0x1e, 0xa3, 0x87, 0xc1, 0x0e, 0x83, 0xbb, 0x3a, 0x15, 0x9e, 0x4f, 0xb6, 0x24, 0xc1,
0x5d, 0x22, 0xa6, 0xf0, 0xb3, 0x50, 0x20, 0xc1, 0x5d, 0xd4, 0x04, 0x08, 0x5d, 0xbf, 0x47, 0x6f,
0xc6, 0x45, 0x58, 0x8d, 0x18, 0x90, 0x29, 0xb9, 0xc7, 0x1a, 0x1c, 0x35, 0x4f, 0x24, 0xd5, 0xbd,
0x0a, 0x73, 0xaf, 0x8e, 0x4c, 0x71, 0xd5, 0x33, 0xe2, 0x92, 0xb5, 0xbe, 0x46, 0xe2, 0x36, 0x03,
0x09, 0x1c, 0x9d, 0x82, 0x0a, 0x73, 0x6f, 0xf5, 0xe9, 0xb5, 0xc4, 0xcd, 0x25, 0x00, 0x3e, 0xcb,
0xeb, 0xc7, 0x9b, 0x46, 0x12, 0x95, 0x00, 0xd0, 0x63, 0xb0, 0x98, 0x9c, 0xf9, 0x7a, 0x48, 0xb7,
0xbd, 0x77, 0x84, 0x86, 0x6b, 0xe4, 0x00, 0x1c, 0x9d, 0x86, 0x23, 0x09, 0x6c, 0x4b, 0x24, 0x2b,
0xb6, 0x40, 0xcd, 0x82, 0xb9, 0x6c, 0x04, 0xbb, 0x2f, 0xdc, 0x19, 0xb9, 0x7d, 0x71, 0xf9, 0x6a,
0xc4, 0x80, 0xe0, 0x3f, 0x5b, 0x70, 0x54, 0xaa, 0x9a, 0xb9, 0xec, 0x81, 0xb4, 0xfa, 0x5f, 0x59,
0x80, 0x4c, 0x0e, 0x94, 0x69, 0x7d, 0xd5, 0xec, 0x25, 0xf1, 0x6c, 0xa8, 0x2a, 0xca, 0x62, 0x09,
0x4a, 0xda, 0x41, 0x18, 0x4a, 0x1d, 0xd9, 0x33, 0x13, 0xcd, 0x6f, 0x59, 0x77, 0x4b, 0x08, 0x51,
0xff, 0xc8, 0x81, 0xe2, 0xad, 0x5d, 0x46, 0x23, 0x55, 0x35, 0x8b, 0x76, 0x81, 0x00, 0x10, 0xf9,
0xc7, 0xf7, 0xa2, 0x3e, 0x13, 0x56, 0x63, 0x27, 0x7b, 0x29, 0x10, 0xd1, 0x0f, 0xf8, 0xb7, 0x79,
0x98, 0xbf, 0x19, 0xf4, 0x47, 0x49, 0x60, 0x7c, 0x90, 0x02, 0x46, 0xaa, 0x94, 0x2f, 0xea, 0x52,
0x1e, 0x81, 0x1d, 0x31, 0x3a, 0x14, 0x96, 0x55, 0x20, 0xe2, 0x19, 0x61, 0xa8, 0x31, 0x37, 0xec,
0x51, 0x26, 0x0b, 0xa4, 0x46, 0x49, 0x64, 0xae, 0x29, 0x18, 0x5a, 0x81, 0xaa, 0xdb, 0xeb, 0x85,
0xb4, 0xe7, 0x32, 0xda, 0xde, 0x6d, 0xcc, 0x89, 0xcd, 0x4c, 0x10, 0x7e, 0x03, 0x16, 0xb4, 0xb0,
0x94, 0x4a, 0x9f, 0x80, 0xb9, 0xb7, 0x05, 0x64, 0x42, 0x6b, 0x4d, 0xa2, 0x2a, 0x37, 0xa6, 0xd1,
0xd2, 0xaf, 0x10, 0xf4, 0x99, 0xf1, 0x55, 0x28, 0x49, 0x74, 0x74, 0xca, 0x2c, 0x73, 0x64, 0xa6,
0xc7, 0xc7, 0xaa, 0x66, 0xc1, 0x50, 0x92, 0x84, 0x94, 0xe2, 0x85, 0x6d, 0x48, 0x08, 0x51, 0xff,
0xf8, 0x5f, 0x16, 0x1c, 0x5b, 0xa7, 0x8c, 0x76, 0x18, 0xed, 0x5e, 0xf6, 0x68, 0xbf, 0xfb, 0xa5,
0x56, 0xe0, 0x71, 0x1f, 0xad, 0x60, 0xf4, 0xd1, 0xb8, 0xdf, 0xe9, 0x7b, 0x3e, 0xdd, 0x34, 0x1a,
0x31, 0x09, 0x80, 0x7b, 0x88, 0x6d, 0x7e, 0x70, 0x39, 0x2d, 0xdf, 0xd9, 0x18, 0x90, 0x58, 0xc3,
0xa5, 0x44, 0xc3, 0xf8, 0x07, 0x16, 0x1c, 0xcf, 0x72, 0xad, 0x94, 0xd4, 0x82, 0x92, 0x58, 0x3c,
0xa1, 0x85, 0x9b, 0x5a, 0x41, 0x14, 0x1a, 0xba, 0x90, 0xda, 0x5f, 0xbc, 0xeb, 0x69, 0x37, 0xf6,
0xc7, 0x4e, 0x3d, 0x81, 0x1a, 0x5d, 0x02, 0x03, 0x17, 0xff, 0x81, 0xd7, 0xd2, 0x26, 0x4d, 0xa1,
0x6f, 0x6e, 0x5f, 0xca, 0xf7, 0xca, 0x01, 0xfa, 0x1a, 0xd8, 0x6c, 0x77, 0xa8, 0x5c, 0x6e, 0xfb,
0xd8, 0x67, 0x63, 0xe7, 0x68, 0x6a, 0xd9, 0x8d, 0xdd, 0x21, 0x25, 0x02, 0x85, 0x9b, 0x65, 0xc7,
0x0d, 0xbb, 0x9e, 0xef, 0xf6, 0x3d, 0x26, 0xc5, 0x68, 0x13, 0x13, 0x24, 0x5e, 0x6f, 0xb9, 0x61,
0x44, 0x43, 0xfd, 0xda, 0x4b, 0x8e, 0x44, 0x93, 0xe3, 0x36, 0x65, 0x9d, 0x1d, 0xe9, 0x64, 0x55,
0x93, 0x43, 0x40, 0x52, 0x4d, 0x0e, 0x01, 0xc1, 0xbf, 0x30, 0xcc, 0x46, 0xde, 0x88, 0x43, 0x9a,
0x8d, 0x75, 0x68, 0xb3, 0xb1, 0xee, 0x61, 0x36, 0xf8, 0x3b, 0x89, 0x8e, 0xf5, 0x11, 0x95, 0x8e,
0x9f, 0x87, 0x85, 0x6e, 0x6a, 0x66, 0xba, 0xae, 0x65, 0x03, 0x37, 0x83, 0x8e, 0x37, 0x12, 0xc5,
0x09, 0xc8, 0x14, 0xc5, 0x65, 0xb4, 0x91, 0x3f, 0xa0, 0x8d, 0xc7, 0x1e, 0x81, 0x4a, 0xfc, 0xfa,
0x0d, 0x55, 0x61, 0xee, 0xf2, 0x2b, 0xe4, 0xf5, 0x4b, 0x64, 0x7d, 0x31, 0x87, 0x6a, 0x50, 0x6e,
0x5f, 0x5a, 0x7b, 0x49, 0x8c, 0xac, 0xf3, 0xbf, 0x29, 0xe9, 0xc0, 0x1e, 0xa2, 0x6f, 0x42, 0x51,
0x46, 0xeb, 0xe3, 0xc9, 0x71, 0xcd, 0x37, 0x53, 0xcb, 0x27, 0x0e, 0xc0, 0x25, 0xdf, 0x38, 0xf7,
0x84, 0x85, 0xae, 0x41, 0x55, 0x00, 0x55, 0xef, 0xf7, 0x54, 0xb6, 0x05, 0x9b, 0xa2, 0xf4, 0xd0,
0x94, 0x59, 0x83, 0xde, 0x45, 0x28, 0x4a, 0x11, 0x1c, 0xcf, 0x24, 0x55, 0x13, 0x4e, 0x93, 0xea,
0x86, 0xe3, 0x1c, 0x7a, 0x06, 0xec, 0x1b, 0xae, 0xd7, 0x47, 0x46, 0x4e, 0x67, 0xb4, 0x6c, 0x97,
0x8f, 0x67, 0xc1, 0xc6, 0xb6, 0xcf, 0xc5, 0x9d, 0xe7, 0x13, 0xd9, 0xf6, 0x97, 0x5e, 0xde, 0x38,
0x38, 0x11, 0xef, 0xfc, 0x8a, 0xec, 0x8f, 0xea, 0x26, 0x0c, 0x7a, 0x28, 0xbd, 0x55, 0xa6, 0x67,
0xb3, 0xdc, 0x9c, 0x36, 0x1d, 0x13, 0xdc, 0x84, 0xaa, 0xd1, 0x00, 0x31, 0xc5, 0x7a, 0xb0, 0x7b,
0x63, 0x8a, 0x75, 0x42, 0xd7, 0x04, 0xe7, 0xd0, 0x06, 0x94, 0x79, 0x26, 0x2c, 0x5e, 0x94, 0x9c,
0xcc, 0x26, 0xbc, 0x46, 0xa2, 0xb3, 0x7c, 0x6a, 0xf2, 0x64, 0x4c, 0xe8, 0xdb, 0x50, 0xd9, 0xa0,
0x4c, 0x45, 0x8b, 0x13, 0xd9, 0x70, 0x33, 0x41, 0x52, 0xe9, 0x90, 0x85, 0x73, 0xe8, 0x0d, 0x91,
0x94, 0xa7, 0x9d, 0x25, 0x72, 0xa6, 0x38, 0xc5, 0xf8, 0x5c, 0x2b, 0xd3, 0x11, 0x62, 0xca, 0xaf,
0xa7, 0x28, 0xab, 0xb8, 0xea, 0x4c, 0xb9, 0x82, 0x31, 0x65, 0xe7, 0x1e, 0x9f, 0x51, 0xe0, 0xdc,
0xf9, 0x37, 0xf5, 0x97, 0x04, 0xeb, 0x2e, 0x73, 0xd1, 0x2b, 0xb0, 0x20, 0x64, 0x19, 0x7f, 0x6a,
0x90, 0xb2, 0xf9, 0x03, 0xdf, 0x35, 0xa4, 0x6c, 0xfe, 0xe0, 0xf7, 0x0d, 0x38, 0xd7, 0x7e, 0xf3,
0x83, 0x8f, 0x9b, 0xb9, 0x0f, 0x3f, 0x6e, 0xe6, 0x3e, 0xfd, 0xb8, 0x69, 0x7d, 0x7f, 0xaf, 0x69,
0xfd, 0x7a, 0xaf, 0x69, 0xbd, 0xbf, 0xd7, 0xb4, 0x3e, 0xd8, 0x6b, 0x5a, 0xff, 0xd8, 0x6b, 0x5a,
0xff, 0xdc, 0x6b, 0xe6, 0x3e, 0xdd, 0x6b, 0x5a, 0xef, 0x7e, 0xd2, 0xcc, 0x7d, 0xf0, 0x49, 0x33,
0xf7, 0xe1, 0x27, 0xcd, 0xdc, 0x77, 0x1f, 0xbd, 0x77, 0x01, 0x2a, 0x1d, 0x5d, 0x49, 0xfc, 0x3d,
0xf9, 0x9f, 0x00, 0x00, 0x00, 0xff, 0xff, 0x82, 0x5c, 0x85, 0xa1, 0xef, 0x22, 0x00, 0x00,
// 2670 bytes of a gzipped FileDescriptorProto
0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xd4, 0x1a, 0x4d, 0x8c, 0x5b, 0x47,
0xd9, 0xcf, 0x7e, 0xfe, 0xfb, 0xec, 0xdd, 0x6c, 0x66, 0x9d, 0xc4, 0xda, 0xa4, 0x7e, 0xdb, 0x11,
0xb4, 0xa1, 0x49, 0xd7, 0x4d, 0x4a, 0x4b, 0x9a, 0x52, 0x4a, 0xbc, 0xdb, 0x6c, 0x93, 0x6e, 0xd3,
0x74, 0x36, 0x4d, 0x0b, 0xa2, 0xaa, 0x5e, 0xec, 0x59, 0xef, 0x53, 0xec, 0xf7, 0x9c, 0xf7, 0xc6,
0x4d, 0xf7, 0x86, 0xc4, 0x19, 0x51, 0x89, 0x03, 0x70, 0x41, 0x42, 0x42, 0x02, 0x81, 0x7a, 0x41,
0x9c, 0x10, 0x82, 0x0b, 0x87, 0x72, 0x2b, 0xb7, 0xaa, 0x07, 0x43, 0xb7, 0x17, 0xb4, 0xa7, 0x4a,
0x48, 0x1c, 0x7a, 0x42, 0xf3, 0xf7, 0xde, 0xbc, 0xb7, 0x5e, 0x52, 0x6f, 0x83, 0x4a, 0x2e, 0xf6,
0xcc, 0x37, 0xdf, 0x7c, 0x33, 0xdf, 0xcf, 0x7c, 0x7f, 0x36, 0x9c, 0x1c, 0xdd, 0xee, 0xb7, 0x07,
0x41, 0x7f, 0x14, 0x06, 0x2c, 0x88, 0x07, 0x2b, 0xe2, 0x13, 0x55, 0xf4, 0x7c, 0xa9, 0xd1, 0x0f,
0xfa, 0x81, 0xc4, 0xe1, 0x23, 0xb9, 0xbe, 0xe4, 0xf4, 0x83, 0xa0, 0x3f, 0xa0, 0x6d, 0x31, 0xbb,
0x35, 0xde, 0x6a, 0x33, 0x6f, 0x48, 0x23, 0xe6, 0x0e, 0x47, 0x0a, 0x61, 0x59, 0x51, 0xbf, 0x33,
0x18, 0x06, 0x3d, 0x3a, 0x68, 0x47, 0xcc, 0x65, 0x91, 0xfc, 0x54, 0x18, 0x8b, 0x1c, 0x63, 0x34,
0x8e, 0xb6, 0xc5, 0x87, 0x04, 0xe2, 0xdf, 0x5b, 0x70, 0x6c, 0xc3, 0xbd, 0x45, 0x07, 0x37, 0x82,
0x9b, 0xee, 0x60, 0x4c, 0x23, 0x42, 0xa3, 0x51, 0xe0, 0x47, 0x14, 0xad, 0x42, 0x69, 0xc0, 0x17,
0xa2, 0xa6, 0xb5, 0x5c, 0x38, 0x5d, 0x3b, 0x7f, 0x66, 0x25, 0xbe, 0xf2, 0xd4, 0x0d, 0x12, 0x1a,
0xbd, 0xe0, 0xb3, 0x70, 0x87, 0xa8, 0xad, 0x4b, 0x37, 0xa1, 0x66, 0x80, 0xd1, 0x02, 0x14, 0x6e,
0xd3, 0x9d, 0xa6, 0xb5, 0x6c, 0x9d, 0xae, 0x12, 0x3e, 0x44, 0xe7, 0xa0, 0xf8, 0x36, 0x27, 0xd3,
0xcc, 0x2f, 0x5b, 0xa7, 0x6b, 0xe7, 0x4f, 0x26, 0x87, 0xbc, 0xe6, 0x7b, 0x77, 0xc6, 0x54, 0xec,
0x56, 0x07, 0x49, 0xcc, 0x8b, 0xf9, 0x0b, 0x16, 0x3e, 0x03, 0x47, 0xf7, 0xad, 0xa3, 0xe3, 0x50,
0x12, 0x18, 0xf2, 0xc6, 0x55, 0xa2, 0x66, 0xb8, 0x01, 0x68, 0x93, 0x85, 0xd4, 0x1d, 0x12, 0x97,
0xf1, 0xfb, 0xde, 0x19, 0xd3, 0x88, 0xe1, 0x97, 0x61, 0x31, 0x05, 0x55, 0x6c, 0x3f, 0x0d, 0xb5,
0x28, 0x01, 0x2b, 0xde, 0x1b, 0xc9, 0xb5, 0x92, 0x3d, 0xc4, 0x44, 0xc4, 0x3f, 0xb7, 0x00, 0x92,
0x35, 0xd4, 0x02, 0x90, 0xab, 0x2f, 0xba, 0xd1, 0xb6, 0x60, 0xd8, 0x26, 0x06, 0x04, 0x9d, 0x85,
0xa3, 0xc9, 0xec, 0x5a, 0xb0, 0xb9, 0xed, 0x86, 0x3d, 0x21, 0x03, 0x9b, 0xec, 0x5f, 0x40, 0x08,
0xec, 0xd0, 0x65, 0xb4, 0x59, 0x58, 0xb6, 0x4e, 0x17, 0x88, 0x18, 0x73, 0x6e, 0x19, 0xf5, 0x5d,
0x9f, 0x35, 0x6d, 0x21, 0x4e, 0x35, 0xe3, 0x70, 0xae, 0x5f, 0x1a, 0x35, 0x8b, 0xcb, 0xd6, 0xe9,
0x39, 0xa2, 0x66, 0xf8, 0xdf, 0x05, 0xa8, 0xbf, 0x3a, 0xa6, 0xe1, 0x8e, 0x12, 0x00, 0x6a, 0x41,
0x25, 0xa2, 0x03, 0xda, 0x65, 0x41, 0x28, 0x35, 0xd2, 0xc9, 0x37, 0x2d, 0x12, 0xc3, 0x50, 0x03,
0x8a, 0x03, 0x6f, 0xe8, 0x31, 0x71, 0xad, 0x39, 0x22, 0x27, 0xe8, 0x22, 0x14, 0x23, 0xe6, 0x86,
0x4c, 0xdc, 0xa5, 0x76, 0x7e, 0x69, 0x45, 0x1a, 0xe6, 0x8a, 0x36, 0xcc, 0x95, 0x1b, 0xda, 0x30,
0x3b, 0x95, 0xf7, 0x27, 0x4e, 0xee, 0xdd, 0xbf, 0x3b, 0x16, 0x91, 0x5b, 0xd0, 0xd3, 0x50, 0xa0,
0x7e, 0x4f, 0xdc, 0xf7, 0xf3, 0xee, 0xe4, 0x1b, 0xd0, 0x39, 0xa8, 0xf6, 0xbc, 0x90, 0x76, 0x99,
0x17, 0xf8, 0x82, 0xab, 0xf9, 0xf3, 0x8b, 0x89, 0x46, 0xd6, 0xf4, 0x12, 0x49, 0xb0, 0xd0, 0x59,
0x28, 0x45, 0x5c, 0x74, 0x51, 0xb3, 0xcc, 0x6d, 0xa1, 0xd3, 0xd8, 0x9b, 0x38, 0x0b, 0x12, 0x72,
0x36, 0x18, 0x7a, 0x8c, 0x0e, 0x47, 0x6c, 0x87, 0x28, 0x1c, 0xf4, 0x18, 0x94, 0x7b, 0x74, 0x40,
0xb9, 0xc2, 0x2b, 0x42, 0xe1, 0x0b, 0x06, 0x79, 0xb1, 0x40, 0x34, 0x02, 0x7a, 0x13, 0xec, 0xd1,
0xc0, 0xf5, 0x9b, 0x55, 0xc1, 0xc5, 0x7c, 0x82, 0x78, 0x7d, 0xe0, 0xfa, 0x9d, 0x67, 0x3e, 0x9a,
0x38, 0x4f, 0xf5, 0x3d, 0xb6, 0x3d, 0xbe, 0xb5, 0xd2, 0x0d, 0x86, 0xed, 0x7e, 0xe8, 0x6e, 0xb9,
0xbe, 0xdb, 0x1e, 0x04, 0xb7, 0xbd, 0xf6, 0xdb, 0x4f, 0xb6, 0xf9, 0x1b, 0xbc, 0x33, 0xa6, 0xa1,
0x47, 0xc3, 0x36, 0x27, 0xb3, 0x22, 0x54, 0xc2, 0xb7, 0x12, 0x41, 0x16, 0x5d, 0xe5, 0xf6, 0x17,
0x84, 0x74, 0x75, 0x7b, 0xec, 0xdf, 0x8e, 0x9a, 0x20, 0x4e, 0x39, 0x91, 0x9c, 0x22, 0xe0, 0x84,
0x6e, 0xad, 0x87, 0xc1, 0x78, 0xd4, 0x39, 0xb2, 0x37, 0x71, 0x4c, 0x7c, 0x62, 0x4e, 0xae, 0xda,
0x95, 0xd2, 0x42, 0x19, 0xbf, 0x57, 0x00, 0xb4, 0xe9, 0x0e, 0x47, 0x03, 0x3a, 0x93, 0xfa, 0x63,
0x45, 0xe7, 0x0f, 0xad, 0xe8, 0xc2, 0xac, 0x8a, 0x4e, 0xb4, 0x66, 0xcf, 0xa6, 0xb5, 0xe2, 0xe7,
0xd5, 0x5a, 0xe9, 0xff, 0x5e, 0x6b, 0xb8, 0x09, 0x36, 0xa7, 0xcc, 0x9d, 0x65, 0xe8, 0xde, 0x15,
0xba, 0xa9, 0x13, 0x3e, 0xc4, 0x1b, 0x50, 0x92, 0x7c, 0xa1, 0xa5, 0xac, 0xf2, 0xd2, 0xef, 0x36,
0x51, 0x5c, 0x41, 0xab, 0x64, 0x21, 0x51, 0x49, 0x41, 0x08, 0x1b, 0xff, 0xd1, 0x82, 0x39, 0x65,
0x11, 0xca, 0xf7, 0xdd, 0x82, 0xb2, 0xf4, 0x3d, 0xda, 0xef, 0x9d, 0xc8, 0xfa, 0xbd, 0x4b, 0x3d,
0x77, 0xc4, 0x68, 0xd8, 0x69, 0xbf, 0x3f, 0x71, 0xac, 0x8f, 0x26, 0xce, 0xa3, 0x07, 0x09, 0x4d,
0xc7, 0x1a, 0xed, 0x2f, 0x35, 0x61, 0x74, 0x46, 0xdc, 0x8e, 0x45, 0xca, 0xac, 0x8e, 0xac, 0xc8,
0x10, 0x75, 0xc5, 0xef, 0xd3, 0x88, 0x53, 0xb6, 0xb9, 0x45, 0x10, 0x89, 0xc3, 0xd9, 0xbc, 0xeb,
0x86, 0xbe, 0xe7, 0xf7, 0xa3, 0x66, 0x41, 0xf8, 0xf4, 0x78, 0x8e, 0x7f, 0x6a, 0xc1, 0x62, 0xca,
0xac, 0x15, 0x13, 0x17, 0xa0, 0x14, 0x71, 0x4d, 0x69, 0x1e, 0x0c, 0xa3, 0xd8, 0x14, 0xf0, 0xce,
0xbc, 0xba, 0x7c, 0x49, 0xce, 0x89, 0xc2, 0xbf, 0x7f, 0x57, 0xfb, 0x8b, 0x05, 0x75, 0x11, 0x98,
0xf4, 0x5b, 0x43, 0x60, 0xfb, 0xee, 0x90, 0x2a, 0x55, 0x89, 0xb1, 0x11, 0xad, 0xf8, 0x71, 0x15,
0x1d, 0xad, 0x66, 0x75, 0xb0, 0xd6, 0xa1, 0x1d, 0xac, 0x95, 0xbc, 0xbb, 0x06, 0x14, 0xb9, 0x79,
0xef, 0x08, 0xe7, 0x5a, 0x25, 0x72, 0x82, 0x1f, 0x85, 0x39, 0xc5, 0x85, 0x12, 0xed, 0x41, 0x01,
0x76, 0x08, 0x25, 0xa9, 0x09, 0xf4, 0x15, 0xa8, 0xc6, 0x89, 0x89, 0xe0, 0xb6, 0xd0, 0x29, 0xed,
0x4d, 0x9c, 0x3c, 0x8b, 0x48, 0xb2, 0x80, 0x1c, 0x33, 0xe8, 0x5b, 0x9d, 0xea, 0xde, 0xc4, 0x91,
0x00, 0x15, 0xe2, 0xd1, 0x29, 0xb0, 0xb7, 0x79, 0xdc, 0xe4, 0x22, 0xb0, 0x3b, 0x95, 0xbd, 0x89,
0x23, 0xe6, 0x44, 0x7c, 0xe2, 0x75, 0xa8, 0x6f, 0xd0, 0xbe, 0xdb, 0xdd, 0x51, 0x87, 0x36, 0x34,
0x39, 0x7e, 0xa0, 0xa5, 0x69, 0x3c, 0x0c, 0xf5, 0xf8, 0xc4, 0xb7, 0x86, 0x91, 0x7a, 0x0d, 0xb5,
0x18, 0xf6, 0x72, 0x84, 0x7f, 0x66, 0x81, 0xb2, 0x01, 0x84, 0x8d, 0x6c, 0x87, 0xfb, 0x42, 0xd8,
0x9b, 0x38, 0x0a, 0xa2, 0x93, 0x19, 0xf4, 0x2c, 0x94, 0x23, 0x71, 0x22, 0x27, 0x96, 0x35, 0x2d,
0xb1, 0xd0, 0x39, 0xc2, 0x4d, 0x64, 0x6f, 0xe2, 0x68, 0x44, 0xa2, 0x07, 0x68, 0x25, 0x95, 0x10,
0x48, 0xc6, 0xe6, 0xf7, 0x26, 0x8e, 0x01, 0x35, 0x13, 0x04, 0xfc, 0x99, 0x05, 0xb5, 0x1b, 0xae,
0x17, 0x9b, 0x50, 0x53, 0xab, 0x28, 0xf1, 0xd5, 0x12, 0xc0, 0x2d, 0xb1, 0x47, 0x07, 0xee, 0xce,
0xe5, 0x20, 0x14, 0x74, 0xe7, 0x48, 0x3c, 0x4f, 0x62, 0xb8, 0x3d, 0x35, 0x86, 0x17, 0x67, 0x77,
0xed, 0xff, 0x5b, 0x47, 0x7a, 0xd5, 0xae, 0xe4, 0x17, 0x0a, 0xf8, 0x3d, 0x0b, 0xea, 0x92, 0x79,
0x65, 0x79, 0xdf, 0x83, 0x92, 0x94, 0x8d, 0x60, 0xff, 0xbf, 0x38, 0xa6, 0x33, 0xb3, 0x38, 0x25,
0x45, 0x13, 0x3d, 0x0f, 0xf3, 0xbd, 0x30, 0x18, 0x8d, 0x68, 0x6f, 0x53, 0xb9, 0xbf, 0x7c, 0xd6,
0xfd, 0xad, 0x99, 0xeb, 0x24, 0x83, 0x8e, 0xff, 0x6a, 0xc1, 0x9c, 0x72, 0x26, 0x4a, 0x5d, 0xb1,
0x88, 0xad, 0x43, 0x47, 0xcf, 0xfc, 0xac, 0xd1, 0xf3, 0x38, 0x94, 0xfa, 0x3c, 0xbe, 0x68, 0x87,
0xa4, 0x66, 0xb3, 0x45, 0x55, 0x7c, 0x15, 0xe6, 0x35, 0x2b, 0x07, 0x78, 0xd4, 0xa5, 0xac, 0x47,
0xbd, 0xd2, 0xa3, 0x3e, 0xf3, 0xb6, 0xbc, 0xd8, 0x47, 0x2a, 0x7c, 0xfc, 0x23, 0x0b, 0x16, 0xb2,
0x28, 0x68, 0x2d, 0x53, 0x58, 0x3c, 0x72, 0x30, 0x39, 0xb3, 0xa6, 0xd0, 0xa4, 0x55, 0x65, 0xf1,
0xd4, 0xbd, 0x2a, 0x8b, 0x86, 0xe9, 0x64, 0xaa, 0xca, 0x2b, 0xe0, 0x9f, 0x58, 0x30, 0x97, 0xd2,
0x25, 0xba, 0x00, 0xf6, 0x56, 0x18, 0x0c, 0x67, 0x52, 0x94, 0xd8, 0x81, 0xbe, 0x0e, 0x79, 0x16,
0xcc, 0xa4, 0xa6, 0x3c, 0x0b, 0xb8, 0x96, 0x14, 0xfb, 0x05, 0x99, 0xb7, 0xcb, 0x19, 0x7e, 0x0a,
0xaa, 0x82, 0xa1, 0xeb, 0xae, 0x17, 0x4e, 0x0d, 0x18, 0xd3, 0x19, 0x7a, 0x16, 0x8e, 0x48, 0x67,
0x38, 0x7d, 0x73, 0x7d, 0xda, 0xe6, 0xba, 0xde, 0x7c, 0x12, 0x8a, 0x22, 0xe9, 0xe0, 0x5b, 0x7a,
0x2e, 0x73, 0xf5, 0x16, 0x3e, 0xc6, 0xc7, 0x60, 0x91, 0xbf, 0x41, 0x1a, 0x46, 0xab, 0xc1, 0xd8,
0x67, 0xba, 0x6e, 0x3a, 0x0b, 0x8d, 0x34, 0x58, 0x59, 0x49, 0x03, 0x8a, 0x5d, 0x0e, 0x10, 0x34,
0xe6, 0x88, 0x9c, 0xe0, 0x5f, 0x5a, 0x80, 0xd6, 0x29, 0x13, 0xa7, 0x5c, 0x59, 0x8b, 0x9f, 0xc7,
0x12, 0x54, 0x86, 0x2e, 0xeb, 0x6e, 0xd3, 0x30, 0xd2, 0xf9, 0x8b, 0x9e, 0x7f, 0x19, 0x89, 0x27,
0x3e, 0x07, 0x8b, 0xa9, 0x5b, 0x2a, 0x9e, 0x96, 0xa0, 0xd2, 0x55, 0x30, 0x15, 0xf2, 0xe2, 0x39,
0xfe, 0x5d, 0x1e, 0x2a, 0x3a, 0xad, 0x43, 0xe7, 0xa0, 0xb6, 0xe5, 0xf9, 0x7d, 0x1a, 0x8e, 0x42,
0x4f, 0x89, 0xc0, 0x96, 0x69, 0x9e, 0x01, 0x26, 0xe6, 0x04, 0x3d, 0x0e, 0xe5, 0x71, 0x44, 0xc3,
0xb7, 0x3c, 0xf9, 0xd2, 0xab, 0x9d, 0xc6, 0xee, 0xc4, 0x29, 0xbd, 0x16, 0xd1, 0xf0, 0xca, 0x1a,
0x0f, 0x3e, 0x63, 0x31, 0x22, 0xf2, 0xbb, 0x87, 0x5e, 0x52, 0x66, 0x2a, 0x12, 0xb8, 0xce, 0x37,
0xf8, 0xf5, 0x33, 0xae, 0x6e, 0x14, 0x06, 0x43, 0xca, 0xb6, 0xe9, 0x38, 0x6a, 0x77, 0x83, 0xe1,
0x30, 0xf0, 0xdb, 0xa2, 0x13, 0x20, 0x98, 0xe6, 0x11, 0x94, 0x6f, 0x57, 0x96, 0x7b, 0x03, 0xca,
0x6c, 0x3b, 0x0c, 0xc6, 0xfd, 0x6d, 0x11, 0x18, 0x0a, 0x9d, 0x8b, 0xb3, 0xd3, 0xd3, 0x14, 0x88,
0x1e, 0xa0, 0x87, 0xb9, 0xb4, 0x68, 0xf7, 0x76, 0x34, 0x1e, 0xca, 0xda, 0xb3, 0x53, 0xdc, 0x9b,
0x38, 0xd6, 0xe3, 0x24, 0x06, 0xe3, 0x4b, 0x30, 0x97, 0x4a, 0x85, 0xd1, 0x13, 0x60, 0x87, 0x74,
0x4b, 0xbb, 0x02, 0xb4, 0x3f, 0x63, 0x96, 0xd1, 0x9f, 0xe3, 0x10, 0xf1, 0x89, 0x7f, 0x98, 0x07,
0xc7, 0xa8, 0xfa, 0x2f, 0x07, 0xe1, 0xcb, 0x94, 0x85, 0x5e, 0xf7, 0x9a, 0x3b, 0xa4, 0xda, 0xbc,
0x1c, 0xa8, 0x0d, 0x05, 0xf0, 0x2d, 0xe3, 0x15, 0xc1, 0x30, 0xc6, 0x43, 0x0f, 0x01, 0x88, 0x67,
0x27, 0xd7, 0xe5, 0x83, 0xaa, 0x0a, 0x88, 0x58, 0x5e, 0x4d, 0x09, 0xbb, 0x3d, 0xa3, 0x70, 0x94,
0x90, 0xaf, 0x64, 0x85, 0x3c, 0x33, 0x9d, 0x58, 0xb2, 0xe6, 0x73, 0x29, 0xa6, 0x9f, 0x0b, 0xfe,
0x9b, 0x05, 0xad, 0x0d, 0x7d, 0xf3, 0x43, 0x8a, 0x43, 0xf3, 0x9b, 0xbf, 0x4f, 0xfc, 0x16, 0xbe,
0x18, 0xbf, 0xb8, 0x05, 0xb0, 0xe1, 0xf9, 0xf4, 0xb2, 0x37, 0x60, 0x34, 0x9c, 0x52, 0x08, 0xfd,
0xb8, 0x90, 0x78, 0x15, 0x42, 0xb7, 0x34, 0x9f, 0xab, 0x86, 0x2b, 0xbf, 0x1f, 0x6c, 0xe4, 0xef,
0xa3, 0xda, 0x0a, 0x19, 0x2f, 0xe7, 0x43, 0x79, 0x4b, 0xb0, 0x27, 0xa3, 0x72, 0xaa, 0xc7, 0x94,
0xf0, 0xde, 0xf9, 0x96, 0x3a, 0xfc, 0xe9, 0x7b, 0x24, 0x55, 0xa2, 0xf3, 0xd7, 0x8e, 0x76, 0x7c,
0xe6, 0xbe, 0x63, 0xec, 0x27, 0xfa, 0x10, 0xe4, 0xaa, 0xbc, 0xad, 0x38, 0x35, 0x6f, 0x7b, 0x4e,
0x1d, 0xf3, 0x45, 0x72, 0x37, 0xfc, 0x5c, 0xe2, 0x44, 0x85, 0x52, 0x94, 0x13, 0x7d, 0xe4, 0x5e,
0x4f, 0x5c, 0x3d, 0xec, 0x3f, 0x59, 0xb0, 0xb0, 0x4e, 0x59, 0x3a, 0x8f, 0x7a, 0x80, 0x54, 0x8a,
0x5f, 0x84, 0xa3, 0xc6, 0xfd, 0x15, 0xf7, 0x4f, 0x66, 0x92, 0xa7, 0x63, 0x09, 0xff, 0x57, 0xfc,
0x1e, 0x7d, 0x47, 0xd5, 0xa4, 0xe9, 0xbc, 0xe9, 0x3a, 0xd4, 0x8c, 0x45, 0x74, 0x29, 0x93, 0x31,
0x2d, 0x66, 0x5a, 0xb1, 0x3c, 0xea, 0x77, 0x1a, 0x8a, 0x27, 0x59, 0x79, 0xaa, 0x7c, 0x38, 0xce,
0x2e, 0x36, 0x01, 0x09, 0x75, 0x09, 0xb2, 0x66, 0x7c, 0x13, 0xd0, 0x97, 0xe2, 0xd4, 0x29, 0x9e,
0xa3, 0x87, 0xc1, 0x0e, 0x83, 0xbb, 0x3a, 0x15, 0x9e, 0x4b, 0x8e, 0x24, 0xc1, 0x5d, 0x22, 0x96,
0xf0, 0xb3, 0x50, 0x20, 0xc1, 0x5d, 0xd4, 0x02, 0x08, 0x5d, 0xbf, 0x4f, 0x6f, 0xc6, 0x45, 0x58,
0x9d, 0x18, 0x90, 0x03, 0x72, 0x8f, 0x55, 0x38, 0x6a, 0xde, 0x48, 0xaa, 0x7b, 0x05, 0xca, 0xaf,
0x8e, 0x4d, 0x71, 0x35, 0x32, 0xe2, 0x92, 0xb5, 0xbe, 0x46, 0xe2, 0x36, 0x03, 0x09, 0x1c, 0x9d,
0x82, 0x2a, 0x73, 0x6f, 0x0d, 0xe8, 0xb5, 0xc4, 0xcd, 0x25, 0x00, 0xbe, 0xca, 0xeb, 0xc7, 0x9b,
0x46, 0x12, 0x95, 0x00, 0xd0, 0x63, 0xb0, 0x90, 0xdc, 0xf9, 0x7a, 0x48, 0xb7, 0xbc, 0x77, 0x84,
0x86, 0xeb, 0x64, 0x1f, 0x1c, 0x9d, 0x86, 0x23, 0x09, 0x6c, 0x53, 0x24, 0x2b, 0xb6, 0x40, 0xcd,
0x82, 0xb9, 0x6c, 0x04, 0xbb, 0x2f, 0xdc, 0x19, 0xbb, 0x03, 0xf1, 0xf8, 0xea, 0xc4, 0x80, 0xe0,
0x3f, 0x5b, 0x70, 0x54, 0xaa, 0x9a, 0xb9, 0xec, 0x81, 0xb4, 0xfa, 0x5f, 0x59, 0x80, 0x4c, 0x0e,
0x94, 0x69, 0x7d, 0xd5, 0xec, 0x25, 0xf1, 0x6c, 0xa8, 0x26, 0xca, 0x62, 0x09, 0x4a, 0xda, 0x41,
0x18, 0x4a, 0x5d, 0xd9, 0x33, 0x13, 0xcd, 0x6f, 0x59, 0x77, 0x4b, 0x08, 0x51, 0xdf, 0xc8, 0x81,
0xe2, 0xad, 0x1d, 0x46, 0x23, 0x55, 0x35, 0x8b, 0x76, 0x81, 0x00, 0x10, 0xf9, 0xc5, 0xcf, 0xa2,
0x3e, 0x13, 0x56, 0x63, 0x27, 0x67, 0x29, 0x10, 0xd1, 0x03, 0xfc, 0xdb, 0x3c, 0xcc, 0xdd, 0x0c,
0x06, 0xe3, 0x24, 0x30, 0x3e, 0x48, 0x01, 0x23, 0x55, 0xca, 0x17, 0x75, 0x29, 0x8f, 0xc0, 0x8e,
0x18, 0x1d, 0x09, 0xcb, 0x2a, 0x10, 0x31, 0x46, 0x18, 0xea, 0xcc, 0x0d, 0xfb, 0x94, 0xc9, 0x02,
0xa9, 0x59, 0x12, 0x99, 0x6b, 0x0a, 0x86, 0x96, 0xa1, 0xe6, 0xf6, 0xfb, 0x21, 0xed, 0xbb, 0x8c,
0x76, 0x76, 0x9a, 0x65, 0x71, 0x98, 0x09, 0xc2, 0x6f, 0xc0, 0xbc, 0x16, 0x96, 0x52, 0xe9, 0x13,
0x50, 0x7e, 0x5b, 0x40, 0xa6, 0xb4, 0xd6, 0x24, 0xaa, 0x72, 0x63, 0x1a, 0x2d, 0xfd, 0x13, 0x82,
0xbe, 0x33, 0xbe, 0x0a, 0x25, 0x89, 0x8e, 0x4e, 0x99, 0x65, 0x8e, 0xcc, 0xf4, 0xf8, 0x5c, 0xd5,
0x2c, 0x18, 0x4a, 0x92, 0x90, 0x52, 0xbc, 0xb0, 0x0d, 0x09, 0x21, 0xea, 0x1b, 0xff, 0xcb, 0x82,
0x63, 0x6b, 0x94, 0xd1, 0x2e, 0xa3, 0xbd, 0xcb, 0x1e, 0x1d, 0xf4, 0xbe, 0xd4, 0x0a, 0x3c, 0xee,
0xa3, 0x15, 0x8c, 0x3e, 0x1a, 0xf7, 0x3b, 0x03, 0xcf, 0xa7, 0x1b, 0x46, 0x23, 0x26, 0x01, 0x70,
0x0f, 0xb1, 0xc5, 0x2f, 0x2e, 0x97, 0xe5, 0x6f, 0x36, 0x06, 0x24, 0xd6, 0x70, 0x29, 0xd1, 0x30,
0xfe, 0x81, 0x05, 0xc7, 0xb3, 0x5c, 0x2b, 0x25, 0xb5, 0xa1, 0x24, 0x36, 0x4f, 0x69, 0xe1, 0xa6,
0x76, 0x10, 0x85, 0x86, 0x2e, 0xa4, 0xce, 0x17, 0xbf, 0xf5, 0x74, 0x9a, 0x7b, 0x13, 0xa7, 0x91,
0x40, 0x8d, 0x2e, 0x81, 0x81, 0x8b, 0xff, 0xc0, 0x6b, 0x69, 0x93, 0xa6, 0xd0, 0x37, 0xb7, 0x2f,
0xe5, 0x7b, 0xe5, 0x04, 0x7d, 0x0d, 0x6c, 0xb6, 0x33, 0x52, 0x2e, 0xb7, 0x73, 0xec, 0xb3, 0x89,
0x73, 0x34, 0xb5, 0xed, 0xc6, 0xce, 0x88, 0x12, 0x81, 0xc2, 0xcd, 0xb2, 0xeb, 0x86, 0x3d, 0xcf,
0x77, 0x07, 0x1e, 0x93, 0x62, 0xb4, 0x89, 0x09, 0x42, 0x4d, 0x28, 0x8f, 0xdc, 0x30, 0xd2, 0x79,
0x53, 0x95, 0xe8, 0xa9, 0x68, 0x73, 0xdc, 0xa6, 0xac, 0xbb, 0x2d, 0xdd, 0xac, 0x6a, 0x73, 0x08,
0x48, 0xaa, 0xcd, 0x21, 0x20, 0xf8, 0x17, 0x86, 0xe1, 0xc8, 0x37, 0x71, 0x48, 0xc3, 0xb1, 0x0e,
0x6d, 0x38, 0xd6, 0x3d, 0x0c, 0x07, 0x7f, 0x27, 0xd1, 0xb2, 0xbe, 0xa2, 0xd2, 0xf2, 0xf3, 0x30,
0xdf, 0x4b, 0xad, 0x1c, 0xac, 0x6d, 0xd9, 0xc2, 0xcd, 0xa0, 0xe3, 0xf5, 0x44, 0x75, 0x02, 0x72,
0x80, 0xea, 0x32, 0xfa, 0xc8, 0xef, 0xd3, 0xc7, 0x63, 0x8f, 0x40, 0x35, 0xfe, 0x01, 0x0e, 0xd5,
0xa0, 0x7c, 0xf9, 0x15, 0xf2, 0xfa, 0x25, 0xb2, 0xb6, 0x90, 0x43, 0x75, 0xa8, 0x74, 0x2e, 0xad,
0xbe, 0x24, 0x66, 0xd6, 0xf9, 0xdf, 0x94, 0x74, 0x68, 0x0f, 0xd1, 0x37, 0xa1, 0x28, 0xe3, 0xf5,
0xf1, 0xe4, 0xba, 0xe6, 0x6f, 0x53, 0x4b, 0x27, 0xf6, 0xc1, 0x25, 0xdf, 0x38, 0xf7, 0x84, 0x85,
0xae, 0x41, 0x4d, 0x00, 0x55, 0xf7, 0xf7, 0x54, 0xb6, 0x09, 0x9b, 0xa2, 0xf4, 0xd0, 0x01, 0xab,
0x06, 0xbd, 0x8b, 0x50, 0x94, 0x22, 0x38, 0x9e, 0x49, 0xab, 0xa6, 0xdc, 0x26, 0xd5, 0x0f, 0xc7,
0x39, 0xf4, 0x0c, 0xd8, 0x37, 0x5c, 0x6f, 0x80, 0x8c, 0xac, 0xce, 0x68, 0xda, 0x2e, 0x1d, 0xcf,
0x82, 0x8d, 0x63, 0x9f, 0x8b, 0x7b, 0xcf, 0x27, 0xb2, 0x0d, 0x30, 0xbd, 0xbd, 0xb9, 0x7f, 0x21,
0x3e, 0xf9, 0x15, 0xd9, 0x21, 0xd5, 0x6d, 0x18, 0xf4, 0x50, 0xfa, 0xa8, 0x4c, 0xd7, 0x66, 0xa9,
0x75, 0xd0, 0x72, 0x4c, 0x70, 0x03, 0x6a, 0x46, 0x0b, 0xc4, 0x14, 0xeb, 0xfe, 0xfe, 0x8d, 0x29,
0xd6, 0x29, 0x7d, 0x13, 0x9c, 0x43, 0xeb, 0x50, 0xe1, 0xb9, 0xb0, 0xf8, 0xa9, 0xe4, 0x64, 0x36,
0xe5, 0x35, 0x52, 0x9d, 0xa5, 0x53, 0xd3, 0x17, 0x63, 0x42, 0xdf, 0x86, 0xea, 0x3a, 0x65, 0x2a,
0x5e, 0x9c, 0xc8, 0x06, 0x9c, 0x29, 0x92, 0x4a, 0x07, 0x2d, 0x9c, 0x43, 0x6f, 0x88, 0xb4, 0x3c,
0xed, 0x2e, 0x91, 0x73, 0x80, 0x5b, 0x8c, 0xef, 0xb5, 0x7c, 0x30, 0x42, 0x4c, 0xf9, 0xf5, 0x14,
0x65, 0x15, 0x59, 0x9d, 0x03, 0x9e, 0x60, 0x4c, 0xd9, 0xb9, 0xc7, 0x1f, 0x29, 0x70, 0xee, 0xfc,
0x9b, 0xfa, 0xbf, 0x04, 0x6b, 0x2e, 0x73, 0xd1, 0x2b, 0x30, 0x2f, 0x64, 0x19, 0xff, 0xd9, 0x20,
0x65, 0xf3, 0xfb, 0xfe, 0xd9, 0x90, 0xb2, 0xf9, 0xfd, 0xff, 0x70, 0xc0, 0xb9, 0xce, 0x9b, 0x1f,
0x7c, 0xdc, 0xca, 0x7d, 0xf8, 0x71, 0x2b, 0xf7, 0xe9, 0xc7, 0x2d, 0xeb, 0xfb, 0xbb, 0x2d, 0xeb,
0xd7, 0xbb, 0x2d, 0xeb, 0xfd, 0xdd, 0x96, 0xf5, 0xc1, 0x6e, 0xcb, 0xfa, 0xc7, 0x6e, 0xcb, 0xfa,
0xe7, 0x6e, 0x2b, 0xf7, 0xe9, 0x6e, 0xcb, 0x7a, 0xf7, 0x93, 0x56, 0xee, 0x83, 0x4f, 0x5a, 0xb9,
0x0f, 0x3f, 0x69, 0xe5, 0xbe, 0xfb, 0xe8, 0xbd, 0x4b, 0x50, 0xe9, 0xe8, 0x4a, 0xe2, 0xeb, 0xc9,
0xff, 0x04, 0x00, 0x00, 0xff, 0xff, 0x04, 0x88, 0x1d, 0xe6, 0xf1, 0x22, 0x00, 0x00,
}
func (x Direction) String() string {
@ -4964,9 +4964,14 @@ func (this *DetectedField) Equal(that interface{}) bool {
if this.Cardinality != that1.Cardinality {
return false
}
if this.Parser != that1.Parser {
if len(this.Parsers) != len(that1.Parsers) {
return false
}
for i := range this.Parsers {
if this.Parsers[i] != that1.Parsers[i] {
return false
}
}
if !bytes.Equal(this.Sketch, that1.Sketch) {
return false
}
@ -5736,7 +5741,7 @@ func (this *DetectedField) GoString() string {
s = append(s, "Label: "+fmt.Sprintf("%#v", this.Label)+",\n")
s = append(s, "Type: "+fmt.Sprintf("%#v", this.Type)+",\n")
s = append(s, "Cardinality: "+fmt.Sprintf("%#v", this.Cardinality)+",\n")
s = append(s, "Parser: "+fmt.Sprintf("%#v", this.Parser)+",\n")
s = append(s, "Parsers: "+fmt.Sprintf("%#v", this.Parsers)+",\n")
s = append(s, "Sketch: "+fmt.Sprintf("%#v", this.Sketch)+",\n")
s = append(s, "}")
return strings.Join(s, "")
@ -8691,12 +8696,14 @@ func (m *DetectedField) MarshalToSizedBuffer(dAtA []byte) (int, error) {
i--
dAtA[i] = 0x2a
}
if len(m.Parser) > 0 {
i -= len(m.Parser)
copy(dAtA[i:], m.Parser)
i = encodeVarintLogproto(dAtA, i, uint64(len(m.Parser)))
i--
dAtA[i] = 0x22
if len(m.Parsers) > 0 {
for iNdEx := len(m.Parsers) - 1; iNdEx >= 0; iNdEx-- {
i -= len(m.Parsers[iNdEx])
copy(dAtA[i:], m.Parsers[iNdEx])
i = encodeVarintLogproto(dAtA, i, uint64(len(m.Parsers[iNdEx])))
i--
dAtA[i] = 0x22
}
}
if m.Cardinality != 0 {
i = encodeVarintLogproto(dAtA, i, uint64(m.Cardinality))
@ -9868,9 +9875,11 @@ func (m *DetectedField) Size() (n int) {
if m.Cardinality != 0 {
n += 1 + sovLogproto(uint64(m.Cardinality))
}
l = len(m.Parser)
if l > 0 {
n += 1 + l + sovLogproto(uint64(l))
if len(m.Parsers) > 0 {
for _, s := range m.Parsers {
l = len(s)
n += 1 + l + sovLogproto(uint64(l))
}
}
l = len(m.Sketch)
if l > 0 {
@ -10622,7 +10631,7 @@ func (this *DetectedField) String() string {
`Label:` + fmt.Sprintf("%v", this.Label) + `,`,
`Type:` + fmt.Sprintf("%v", this.Type) + `,`,
`Cardinality:` + fmt.Sprintf("%v", this.Cardinality) + `,`,
`Parser:` + fmt.Sprintf("%v", this.Parser) + `,`,
`Parsers:` + fmt.Sprintf("%v", this.Parsers) + `,`,
`Sketch:` + fmt.Sprintf("%v", this.Sketch) + `,`,
`}`,
}, "")
@ -17495,7 +17504,7 @@ func (m *DetectedField) Unmarshal(dAtA []byte) error {
}
case 4:
if wireType != 2 {
return fmt.Errorf("proto: wrong wireType = %d for field Parser", wireType)
return fmt.Errorf("proto: wrong wireType = %d for field Parsers", wireType)
}
var stringLen uint64
for shift := uint(0); ; shift += 7 {
@ -17523,7 +17532,7 @@ func (m *DetectedField) Unmarshal(dAtA []byte) error {
if postIndex > l {
return io.ErrUnexpectedEOF
}
m.Parser = string(dAtA[iNdEx:postIndex])
m.Parsers = append(m.Parsers, string(dAtA[iNdEx:postIndex]))
iNdEx = postIndex
case 5:
if wireType != 2 {

@ -471,7 +471,7 @@ message DetectedField {
string label = 1;
string type = 2 [(gogoproto.casttype) = "DetectedFieldType"];
uint64 cardinality = 3;
string parser = 4;
repeated string parsers = 4;
bytes sketch = 5 [(gogoproto.jsontag) = "sketch,omitempty"];
}

@ -1108,7 +1108,7 @@ func (q *SingleTenantQuerier) DetectedFields(ctx context.Context, req *logproto.
Type: v.fieldType,
Cardinality: v.Estimate(),
Sketch: sketch,
Parser: v.parser,
Parsers: v.parsers,
}
fieldCount++
@ -1122,10 +1122,9 @@ func (q *SingleTenantQuerier) DetectedFields(ctx context.Context, req *logproto.
}
type parsedFields struct {
sketch *hyperloglog.Sketch
isTypeDetected bool
fieldType logproto.DetectedFieldType
parser string
sketch *hyperloglog.Sketch
fieldType logproto.DetectedFieldType
parsers []string
}
func newParsedFields(parser *string) *parsedFields {
@ -1134,10 +1133,9 @@ func newParsedFields(parser *string) *parsedFields {
p = *parser
}
return &parsedFields{
sketch: hyperloglog.New(),
isTypeDetected: false,
fieldType: logproto.DetectedFieldString,
parser: p,
sketch: hyperloglog.New(),
fieldType: logproto.DetectedFieldString,
parsers: []string{p},
}
}
@ -1155,7 +1153,6 @@ func (p *parsedFields) Marshal() ([]byte, error) {
func (p *parsedFields) DetermineType(value string) {
p.fieldType = determineType(value)
p.isTypeDetected = true
}
func determineType(value string) logproto.DetectedFieldType {
@ -1187,6 +1184,7 @@ func parseDetectedFields(ctx context.Context, limit uint32, streams logqlmodel.S
fieldCount := uint32(0)
for _, stream := range streams {
detectType := true
level.Debug(spanlogger.FromContext(ctx)).Log(
"detected_fields", "true",
"msg", fmt.Sprintf("looking for detected fields in stream %d with %d lines", stream.Hash, len(stream.Entries)))
@ -1196,7 +1194,6 @@ func parseDetectedFields(ctx context.Context, limit uint32, streams logqlmodel.S
for k, vals := range detected {
df, ok := detectedFields[k]
if !ok && fieldCount < limit {
df = newParsedFields(parser)
detectedFields[k] = df
fieldCount++
@ -1206,10 +1203,16 @@ func parseDetectedFields(ctx context.Context, limit uint32, streams logqlmodel.S
continue
}
if !slices.Contains(df.parsers, *parser) {
df.parsers = append(df.parsers, *parser)
}
for _, v := range vals {
parsedFields := detectedFields[k]
if !parsedFields.isTypeDetected {
if detectType {
// we don't want to determine the type for every line, so we assume the type in each stream will be the same, and re-detect the type for the next stream
parsedFields.DetermineType(v)
detectType = false
}
parsedFields.Insert(v)

@ -1,16 +1,18 @@
package detected
import (
"slices"
"github.com/axiomhq/hyperloglog"
"github.com/grafana/loki/v3/pkg/logproto"
)
type UnmarshaledDetectedField struct {
Label string
Type logproto.DetectedFieldType
Parser string
Sketch *hyperloglog.Sketch
Label string
Type logproto.DetectedFieldType
Parsers []string
Sketch *hyperloglog.Sketch
}
func UnmarshalDetectedField(f *logproto.DetectedField) (*UnmarshaledDetectedField, error) {
@ -21,10 +23,10 @@ func UnmarshalDetectedField(f *logproto.DetectedField) (*UnmarshaledDetectedFiel
}
return &UnmarshaledDetectedField{
Label: f.Label,
Type: f.Type,
Parser: f.Parser,
Sketch: sketch,
Label: f.Label,
Type: f.Type,
Parsers: f.Parsers,
Sketch: sketch,
}, nil
}
@ -35,6 +37,14 @@ func (f *UnmarshaledDetectedField) Merge(df *logproto.DetectedField) error {
return err
}
if f.Type != df.Type {
f.Type = logproto.DetectedFieldString
}
f.Parsers = append(f.Parsers, df.Parsers...)
slices.Sort(f.Parsers)
f.Parsers = slices.Compact(f.Parsers)
return f.Sketch.Merge(sketch)
}
@ -79,7 +89,7 @@ func MergeFields(
Label: field.Label,
Type: field.Type,
Cardinality: field.Sketch.Estimate(),
Parser: field.Parser,
Parsers: field.Parsers,
Sketch: nil,
}
result = append(result, detectedField)

@ -34,7 +34,7 @@ func Test_MergeFields(t *testing.T) {
Type: logproto.DetectedFieldString,
Cardinality: 1,
Sketch: marshalledFooSketch,
Parser: "logfmt",
Parsers: []string{"logfmt", "json"},
},
{
Label: "bar",
@ -47,6 +47,19 @@ func Test_MergeFields(t *testing.T) {
Type: logproto.DetectedFieldString,
Cardinality: 3,
Sketch: marhsalledOtherFooSketch,
Parsers: []string{"json"},
},
{
Label: "baz",
Type: logproto.DetectedFieldBoolean,
Cardinality: 3,
Sketch: marhsalledOtherFooSketch,
},
{
Label: "baz",
Type: logproto.DetectedFieldFloat,
Cardinality: 3,
Sketch: marhsalledOtherFooSketch,
},
}
@ -55,18 +68,24 @@ func Test_MergeFields(t *testing.T) {
t.Run("merges fields", func(t *testing.T) {
result, err := MergeFields(fields, limit)
require.NoError(t, err)
assert.Equal(t, 2, len(result))
assert.Equal(t, 3, len(result))
var foo *logproto.DetectedField
var baz *logproto.DetectedField
for _, field := range result {
if field.Label == "foo" {
foo = field
}
if field.Label == "baz" {
baz = field
}
}
assert.Equal(t, logproto.DetectedFieldString, foo.Type)
assert.Equal(t, uint64(3), foo.Cardinality)
assert.Equal(t, "logfmt", foo.Parser)
assert.Equal(t, []string{"json", "logfmt"}, foo.Parsers)
assert.Equal(t, logproto.DetectedFieldString, baz.Type)
})
t.Run("returns up to limit number of fields", func(t *testing.T) {
@ -78,7 +97,7 @@ func Test_MergeFields(t *testing.T) {
highLimit := uint32(4)
result, err = MergeFields(fields, highLimit)
require.NoError(t, err)
assert.Equal(t, 2, len(result))
assert.Equal(t, 3, len(result))
})
t.Run("returns an error when the field cannot be unmarshalled", func(t *testing.T) {

Loading…
Cancel
Save