diff --git a/cmd/command_utils.go b/cmd/command_utils.go index 009c8cc0..eaaab907 100644 --- a/cmd/command_utils.go +++ b/cmd/command_utils.go @@ -6,6 +6,10 @@ import ( "fmt" "os" "path/filepath" + + "github.com/stellar/stellar-etl/internal/transform" + "github.com/xitongsys/parquet-go-source/local" + "github.com/xitongsys/parquet-go/writer" ) type CloudStorage interface { @@ -102,6 +106,10 @@ func exportFilename(start, end uint32, dataType string) string { return fmt.Sprintf("%d-%d-%s.txt", start, end-1, dataType) } +func exportParquetFilename(start, end uint32, dataType string) string { + return fmt.Sprintf("%d-%d-%s.parquet", start, end-1, dataType) +} + func deleteLocalFiles(path string) { err := os.RemoveAll(path) if err != nil { @@ -135,3 +143,37 @@ func maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path strin cmdLogger.Error("Unknown cloud provider") } } + +// writeParquet creates the parquet file and writes the exported data into it. +// +// Parameters: +// +// data []transform.SchemaParquet - The slice of data to be written to the Parquet file. +// SchemaParquet is an interface used to call ToParquet() +// which is defined for each schema/export. +// path string - The file path where the Parquet file will be created and written. +// For example, "some/file/path/export_output.parquet" +// schema interface{} - The schema that defines the structure of the Parquet file. +// +// Errors: +// +// stellar-etl will log a Fatal error and stop in the case it cannot create or write to the parquet file +func writeParquet(data []transform.SchemaParquet, path string, schema interface{}) { + parquetFile, err := local.NewLocalFileWriter(path) + if err != nil { + cmdLogger.Fatal("could not create parquet file: ", err) + } + defer parquetFile.Close() + + writer, err := writer.NewParquetWriter(parquetFile, schema, 1) + if err != nil { + cmdLogger.Fatal("could not create parquet file writer: ", err) + } + defer writer.WriteStop() + + for _, record := range data { + if err := writer.Write(record.ToParquet()); err != nil { + cmdLogger.Fatal("could not write record to parquet file: ", err) + } + } +} diff --git a/cmd/export_assets.go b/cmd/export_assets.go index 850fadd3..02f1b214 100644 --- a/cmd/export_assets.go +++ b/cmd/export_assets.go @@ -18,7 +18,7 @@ var assetsCmd = &cobra.Command{ cmdLogger.SetLevel(logrus.InfoLevel) commonArgs := utils.MustCommonFlags(cmd.Flags(), cmdLogger) cmdLogger.StrictExport = commonArgs.StrictExport - startNum, path, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) + startNum, path, parquetPath, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) env := utils.GetEnvironmentDetails(commonArgs) @@ -40,6 +40,7 @@ var assetsCmd = &cobra.Command{ seenIDs := map[int64]bool{} numFailures := 0 totalNumBytes := 0 + var transformedAssets []transform.SchemaParquet for _, transformInput := range paymentOps { transformed, err := transform.TransformAsset(transformInput.Operation, transformInput.OperationIndex, transformInput.TransactionIndex, transformInput.LedgerSeqNum, transformInput.LedgerCloseMeta) if err != nil { @@ -62,6 +63,10 @@ var assetsCmd = &cobra.Command{ continue } totalNumBytes += numBytes + + if commonArgs.WriteParquet { + transformedAssets = append(transformedAssets, transformed) + } } outFile.Close() @@ -70,6 +75,11 @@ var assetsCmd = &cobra.Command{ printTransformStats(len(paymentOps), numFailures) maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path) + + if commonArgs.WriteParquet { + writeParquet(transformedAssets, parquetPath, new(transform.AssetOutputParquet)) + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, parquetPath) + } }, } diff --git a/cmd/export_contract_events.go b/cmd/export_contract_events.go index 4bae06ff..c5ddf6e2 100644 --- a/cmd/export_contract_events.go +++ b/cmd/export_contract_events.go @@ -29,6 +29,7 @@ var contractEventsCmd = &cobra.Command{ outFile := mustOutFile(cmdArgs.Path) numFailures := 0 + var transformedEvents []transform.SchemaParquet for _, transformInput := range transactions { transformed, err := transform.TransformContractEvent(transformInput.Transaction, transformInput.LedgerHistory) if err != nil { @@ -45,7 +46,12 @@ var contractEventsCmd = &cobra.Command{ numFailures += 1 continue } + + if commonArgs.WriteParquet { + transformedEvents = append(transformedEvents, contractEvent) + } } + } outFile.Close() @@ -53,6 +59,12 @@ var contractEventsCmd = &cobra.Command{ printTransformStats(len(transactions), numFailures) maybeUpload(cmdArgs.Credentials, cmdArgs.Bucket, cmdArgs.Provider, cmdArgs.Path) + + if commonArgs.WriteParquet { + writeParquet(transformedEvents, cmdArgs.ParquetPath, new(transform.ContractEventOutputParquet)) + maybeUpload(cmdArgs.Credentials, cmdArgs.Bucket, cmdArgs.Provider, cmdArgs.ParquetPath) + } + }, } diff --git a/cmd/export_effects.go b/cmd/export_effects.go index b93aaf1c..00abc6cf 100644 --- a/cmd/export_effects.go +++ b/cmd/export_effects.go @@ -16,7 +16,7 @@ var effectsCmd = &cobra.Command{ cmdLogger.SetLevel(logrus.InfoLevel) commonArgs := utils.MustCommonFlags(cmd.Flags(), cmdLogger) cmdLogger.StrictExport = commonArgs.StrictExport - startNum, path, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) + startNum, path, parquetPath, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) env := utils.GetEnvironmentDetails(commonArgs) @@ -28,6 +28,7 @@ var effectsCmd = &cobra.Command{ outFile := mustOutFile(path) numFailures := 0 totalNumBytes := 0 + var transformedEffects []transform.SchemaParquet for _, transformInput := range transactions { LedgerSeq := uint32(transformInput.LedgerHistory.Header.LedgerSeq) effects, err := transform.TransformEffect(transformInput.Transaction, LedgerSeq, transformInput.LedgerCloseMeta, env.NetworkPassphrase) @@ -46,6 +47,10 @@ var effectsCmd = &cobra.Command{ continue } totalNumBytes += numBytes + + if commonArgs.WriteParquet { + transformedEffects = append(transformedEffects, transformed) + } } } @@ -55,6 +60,11 @@ var effectsCmd = &cobra.Command{ printTransformStats(len(transactions), numFailures) maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path) + + if commonArgs.WriteParquet { + writeParquet(transformedEffects, parquetPath, new(transform.EffectOutputParquet)) + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, parquetPath) + } }, } diff --git a/cmd/export_ledger_entry_changes.go b/cmd/export_ledger_entry_changes.go index 29243d03..4697cbee 100644 --- a/cmd/export_ledger_entry_changes.go +++ b/cmd/export_ledger_entry_changes.go @@ -32,7 +32,7 @@ be exported.`, cmdLogger.StrictExport = commonArgs.StrictExport env := utils.GetEnvironmentDetails(commonArgs) - _, configPath, startNum, batchSize, outputFolder := utils.MustCoreFlags(cmd.Flags(), cmdLogger) + _, configPath, startNum, batchSize, outputFolder, parquetOutputFolder := utils.MustCoreFlags(cmd.Flags(), cmdLogger) exports := utils.MustExportTypeFlags(cmd.Flags(), cmdLogger) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) @@ -43,6 +43,11 @@ be exported.`, cmdLogger.Fatalf("unable to mkdir %s: %v", outputFolder, err) } + err = os.MkdirAll(parquetOutputFolder, os.ModePerm) + if err != nil { + cmdLogger.Fatalf("unable to mkdir %s: %v", parquetOutputFolder, err) + } + if batchSize <= 0 { cmdLogger.Fatalf("batch-size (%d) must be greater than 0", batchSize) } @@ -256,11 +261,13 @@ be exported.`, batch.BatchStart, batch.BatchEnd, outputFolder, + parquetOutputFolder, transformedOutputs, cloudCredentials, cloudStorageBucket, cloudProvider, commonArgs.Extra, + commonArgs.WriteParquet, ) if err != nil { cmdLogger.LogError(err) @@ -274,23 +281,81 @@ be exported.`, func exportTransformedData( start, end uint32, folderPath string, + parquetFolderPath string, transformedOutput map[string][]interface{}, cloudCredentials, cloudStorageBucket, cloudProvider string, - extra map[string]string) error { + extra map[string]string, + WriteParquet bool) error { for resource, output := range transformedOutput { // Filenames are typically exclusive of end point. This processor // is different and we have to increment by 1 since the end batch number // is included in this filename. path := filepath.Join(folderPath, exportFilename(start, end+1, resource)) + parquetPath := filepath.Join(parquetFolderPath, exportParquetFilename(start, end+1, resource)) outFile := mustOutFile(path) + var transformedResource []transform.SchemaParquet + var parquetSchema interface{} + var skip bool for _, o := range output { _, err := exportEntry(o, outFile, extra) if err != nil { return err } + + if WriteParquet { + switch v := o.(type) { + case transform.AccountOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.AccountOutputParquet) + skip = false + case transform.AccountSignerOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.AccountSignerOutputParquet) + skip = false + case transform.ClaimableBalanceOutput: + // Skipping ClaimableBalanceOutputParquet because it is not needed in the current scope of work + // Note that ClaimableBalanceOutputParquet uses nested structs that will need to be handled + // for parquet conversio + skip = true + case transform.ConfigSettingOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.ConfigSettingOutputParquet) + skip = false + case transform.ContractCodeOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.ContractCodeOutputParquet) + skip = false + case transform.ContractDataOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.ContractDataOutputParquet) + skip = false + case transform.PoolOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.PoolOutputParquet) + skip = false + case transform.OfferOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.OfferOutputParquet) + skip = false + case transform.TrustlineOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.TrustlineOutputParquet) + skip = false + case transform.TtlOutput: + transformedResource = append(transformedResource, v) + parquetSchema = new(transform.TtlOutputParquet) + skip = false + } + } } + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path) + + if !skip && WriteParquet { + writeParquet(transformedResource, parquetPath, parquetSchema) + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, parquetPath) + } } return nil diff --git a/cmd/export_ledger_transaction.go b/cmd/export_ledger_transaction.go index 7d07b9ec..92e99046 100644 --- a/cmd/export_ledger_transaction.go +++ b/cmd/export_ledger_transaction.go @@ -18,7 +18,7 @@ var ledgerTransactionCmd = &cobra.Command{ cmdLogger.SetLevel(logrus.InfoLevel) commonArgs := utils.MustCommonFlags(cmd.Flags(), cmdLogger) cmdLogger.StrictExport = commonArgs.StrictExport - startNum, path, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) + startNum, path, _, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) env := utils.GetEnvironmentDetails(commonArgs) diff --git a/cmd/export_ledgers.go b/cmd/export_ledgers.go index e1dce45b..bb3b0aa5 100644 --- a/cmd/export_ledgers.go +++ b/cmd/export_ledgers.go @@ -18,7 +18,7 @@ var ledgersCmd = &cobra.Command{ cmdLogger.SetLevel(logrus.InfoLevel) commonArgs := utils.MustCommonFlags(cmd.Flags(), cmdLogger) cmdLogger.StrictExport = commonArgs.StrictExport - startNum, path, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) + startNum, path, parquetPath, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) env := utils.GetEnvironmentDetails(commonArgs) @@ -38,6 +38,7 @@ var ledgersCmd = &cobra.Command{ numFailures := 0 totalNumBytes := 0 + var transformedLedgers []transform.SchemaParquet for i, ledger := range ledgers { transformed, err := transform.TransformLedger(ledger.Ledger, ledger.LCM) if err != nil { @@ -53,6 +54,10 @@ var ledgersCmd = &cobra.Command{ continue } totalNumBytes += numBytes + + if commonArgs.WriteParquet { + transformedLedgers = append(transformedLedgers, transformed) + } } outFile.Close() @@ -61,6 +66,11 @@ var ledgersCmd = &cobra.Command{ printTransformStats(len(ledgers), numFailures) maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path) + + if commonArgs.WriteParquet { + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, parquetPath) + writeParquet(transformedLedgers, parquetPath, new(transform.LedgerOutputParquet)) + } }, } diff --git a/cmd/export_operations.go b/cmd/export_operations.go index cbfb8d84..8c286dbd 100644 --- a/cmd/export_operations.go +++ b/cmd/export_operations.go @@ -18,7 +18,7 @@ var operationsCmd = &cobra.Command{ cmdLogger.SetLevel(logrus.InfoLevel) commonArgs := utils.MustCommonFlags(cmd.Flags(), cmdLogger) cmdLogger.StrictExport = commonArgs.StrictExport - startNum, path, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) + startNum, path, parquetPath, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) env := utils.GetEnvironmentDetails(commonArgs) @@ -30,6 +30,7 @@ var operationsCmd = &cobra.Command{ outFile := mustOutFile(path) numFailures := 0 totalNumBytes := 0 + var transformedOps []transform.SchemaParquet for _, transformInput := range operations { transformed, err := transform.TransformOperation(transformInput.Operation, transformInput.OperationIndex, transformInput.Transaction, transformInput.LedgerSeqNum, transformInput.LedgerCloseMeta, env.NetworkPassphrase) if err != nil { @@ -46,6 +47,10 @@ var operationsCmd = &cobra.Command{ continue } totalNumBytes += numBytes + + if commonArgs.WriteParquet { + transformedOps = append(transformedOps, transformed) + } } outFile.Close() @@ -54,6 +59,11 @@ var operationsCmd = &cobra.Command{ printTransformStats(len(operations), numFailures) maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path) + + if commonArgs.WriteParquet { + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, parquetPath) + writeParquet(transformedOps, parquetPath, new(transform.OperationOutputParquet)) + } }, } diff --git a/cmd/export_trades.go b/cmd/export_trades.go index 748cdb66..d6f08fd0 100644 --- a/cmd/export_trades.go +++ b/cmd/export_trades.go @@ -21,7 +21,7 @@ var tradesCmd = &cobra.Command{ cmdLogger.SetLevel(logrus.InfoLevel) commonArgs := utils.MustCommonFlags(cmd.Flags(), cmdLogger) cmdLogger.StrictExport = commonArgs.StrictExport - startNum, path, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) + startNum, path, parquetPath, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) env := utils.GetEnvironmentDetails(commonArgs) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) @@ -33,6 +33,7 @@ var tradesCmd = &cobra.Command{ outFile := mustOutFile(path) numFailures := 0 totalNumBytes := 0 + var transformedTrades []transform.SchemaParquet for _, tradeInput := range trades { trades, err := transform.TransformTrade(tradeInput.OperationIndex, tradeInput.OperationHistoryID, tradeInput.Transaction, tradeInput.CloseTime) if err != nil { @@ -50,6 +51,10 @@ var tradesCmd = &cobra.Command{ continue } totalNumBytes += numBytes + + if commonArgs.WriteParquet { + transformedTrades = append(transformedTrades, transformed) + } } } @@ -59,6 +64,11 @@ var tradesCmd = &cobra.Command{ printTransformStats(len(trades), numFailures) maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path) + + if commonArgs.WriteParquet { + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, parquetPath) + writeParquet(transformedTrades, parquetPath, new(transform.TradeOutputParquet)) + } }, } diff --git a/cmd/export_transactions.go b/cmd/export_transactions.go index 35f82bd2..cfb6f52e 100644 --- a/cmd/export_transactions.go +++ b/cmd/export_transactions.go @@ -18,7 +18,7 @@ var transactionsCmd = &cobra.Command{ cmdLogger.SetLevel(logrus.InfoLevel) commonArgs := utils.MustCommonFlags(cmd.Flags(), cmdLogger) cmdLogger.StrictExport = commonArgs.StrictExport - startNum, path, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) + startNum, path, parquetPath, limit := utils.MustArchiveFlags(cmd.Flags(), cmdLogger) cloudStorageBucket, cloudCredentials, cloudProvider := utils.MustCloudStorageFlags(cmd.Flags(), cmdLogger) env := utils.GetEnvironmentDetails(commonArgs) @@ -30,6 +30,7 @@ var transactionsCmd = &cobra.Command{ outFile := mustOutFile(path) numFailures := 0 totalNumBytes := 0 + var transformedTransaction []transform.SchemaParquet for _, transformInput := range transactions { transformed, err := transform.TransformTransaction(transformInput.Transaction, transformInput.LedgerHistory) if err != nil { @@ -46,6 +47,10 @@ var transactionsCmd = &cobra.Command{ continue } totalNumBytes += numBytes + + if commonArgs.WriteParquet { + transformedTransaction = append(transformedTransaction, transformed) + } } outFile.Close() @@ -54,6 +59,11 @@ var transactionsCmd = &cobra.Command{ printTransformStats(len(transactions), numFailures) maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, path) + + if commonArgs.WriteParquet { + maybeUpload(cloudCredentials, cloudStorageBucket, cloudProvider, parquetPath) + writeParquet(transformedTransaction, parquetPath, new(transform.TransactionOutputParquet)) + } }, } diff --git a/go.mod b/go.mod index 750af302..b18e35d7 100644 --- a/go.mod +++ b/go.mod @@ -17,6 +17,8 @@ require ( github.com/spf13/viper v1.17.0 github.com/stellar/go v0.0.0-20240510213328-79f44c65cb44 github.com/stretchr/testify v1.9.0 + github.com/xitongsys/parquet-go v1.6.2 + github.com/xitongsys/parquet-go-source v0.0.0-20240122235623-d6294584ab18 ) require ( @@ -27,6 +29,8 @@ require ( cloud.google.com/go/iam v1.1.7 // indirect github.com/Masterminds/squirrel v1.5.4 // indirect github.com/Microsoft/go-winio v0.6.1 // indirect + github.com/apache/arrow/go/arrow v0.0.0-20200730104253-651201b0f516 // indirect + github.com/apache/thrift v0.14.2 // indirect github.com/aws/aws-sdk-go v1.51.24 // indirect github.com/beorn7/perks v1.0.1 // indirect github.com/cenkalti/backoff/v4 v4.3.0 // indirect @@ -40,6 +44,7 @@ require ( github.com/go-logr/stdr v1.2.2 // indirect github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect github.com/golang/protobuf v1.5.4 // indirect + github.com/golang/snappy v0.0.4 // indirect github.com/google/s2a-go v0.1.7 // indirect github.com/google/uuid v1.6.0 // indirect github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect @@ -57,6 +62,7 @@ require ( github.com/mitchellh/mapstructure v1.5.0 // indirect github.com/pelletier/go-toml v1.9.5 // indirect github.com/pelletier/go-toml/v2 v2.1.0 // indirect + github.com/pierrec/lz4/v4 v4.1.8 // indirect github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect github.com/prometheus/client_golang v1.19.0 // indirect github.com/prometheus/client_model v0.6.1 // indirect @@ -88,6 +94,7 @@ require ( golang.org/x/text v0.14.0 // indirect golang.org/x/time v0.5.0 // indirect golang.org/x/tools v0.20.0 // indirect + golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect google.golang.org/api v0.174.0 // indirect google.golang.org/genproto v0.0.0-20240415180920-8c6c420018be // indirect google.golang.org/genproto/googleapis/api v0.0.0-20240415180920-8c6c420018be // indirect diff --git a/go.sum b/go.sum index 7ba7615d..04e44d25 100644 --- a/go.sum +++ b/go.sum @@ -14,9 +14,24 @@ cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKV cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs= cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc= cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY= +cloud.google.com/go v0.66.0/go.mod h1:dgqGAjKCDxyhGTtC9dAREQGUJpkceNm1yt590Qno0Ko= cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKPI= cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmWk= cloud.google.com/go v0.75.0/go.mod h1:VGuuCn7PG0dwsd5XPVm2Mm3wlh3EL55/79EKB6hlPTY= +cloud.google.com/go v0.78.0/go.mod h1:QjdrLG0uq+YwhjoVOLsS1t7TW8fs36kLs4XO5R5ECHg= +cloud.google.com/go v0.79.0/go.mod h1:3bzgcEeQlzbuEAYu4mrWhKqWjmpprinYgKJLgKHnbb8= +cloud.google.com/go v0.81.0/go.mod h1:mk/AM35KwGk/Nm2YSeZbxXdrNK3KZOYHmLkOqC2V6E0= +cloud.google.com/go v0.82.0/go.mod h1:vlKccHJGuFBFufnAnuB08dfEH9Y3H7dzDzRECFdC2TA= +cloud.google.com/go v0.83.0/go.mod h1:Z7MJUsANfY0pYPdw0lbnivPx4/vhy/e2FEkSkF7vAVY= +cloud.google.com/go v0.84.0/go.mod h1:RazrYuxIK6Kb7YrzzhPoLmCVzl7Sup4NrbKPg8KHSUM= +cloud.google.com/go v0.87.0/go.mod h1:TpDYlFy7vuLzZMMZ+B6iRiELaY7z/gJPaqbMx6mlWcY= +cloud.google.com/go v0.90.0/go.mod h1:kRX0mNRHe0e2rC6oNakvwQqzyDmg57xJ+SZU1eT2aDQ= +cloud.google.com/go v0.93.3/go.mod h1:8utlLll2EF5XMAV15woO4lSbWQlk8rer9aLOfLh7+YI= +cloud.google.com/go v0.94.1/go.mod h1:qAlAugsXlC+JWO+Bke5vCtc9ONxjQT3drlTTnAplMW4= +cloud.google.com/go v0.97.0/go.mod h1:GF7l59pYBVlXQIBLx3a761cZ41F9bBH3JUlihCt2Udc= +cloud.google.com/go v0.99.0/go.mod h1:w0Xx2nLzqWJPuozYQX+hFfCSI8WioryfRDzkoI/Y2ZA= +cloud.google.com/go v0.100.1/go.mod h1:fs4QogzfH5n2pBXBP9vRiU+eCny7lD2vmFZy79Iuw1U= +cloud.google.com/go v0.100.2/go.mod h1:4Xra9TjzAeYHrl5+oeLlzbM2k3mjVhZh4UqTZ//w99A= cloud.google.com/go v0.112.2 h1:ZaGT6LiG7dBzi6zNOvVZwacaXlmf3lRqnC4DQzqyRQw= cloud.google.com/go v0.112.2/go.mod h1:iEqjp//KquGIJV/m+Pk3xecgKNhV+ry+vVTsy4TbDms= cloud.google.com/go/auth v0.2.1 h1:RMl6PI2MH1Qc3CM7XNJJHGwbC4WHQppSAjL0Cvu/M/g= @@ -29,42 +44,162 @@ cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvf cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg= cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc= cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ= +cloud.google.com/go/compute v0.1.0/go.mod h1:GAesmwr110a34z04OlxYkATPBEfVhkymfTBXtfbBFow= +cloud.google.com/go/compute v1.2.0/go.mod h1:xlogom/6gr8RJGBe7nT2eGsQYAFUbbv8dbC29qE3Xmw= +cloud.google.com/go/compute v1.3.0/go.mod h1:cCZiE1NHEtai4wiufUhW8I8S1JKkAnhnQJWM7YD99wM= +cloud.google.com/go/compute v1.5.0/go.mod h1:9SMHyhJlzhlkJqrPAc839t2BZFTSk6Jdj6mkzQJeu0M= cloud.google.com/go/compute/metadata v0.3.0 h1:Tz+eQXMEqDIKRsmY3cHTL6FVaynIjX2QxYC4trgAKZc= cloud.google.com/go/compute/metadata v0.3.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k= 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h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA= +github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU= @@ -317,6 +651,8 @@ github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsT github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= github.com/subosito/gotenv v1.6.0 h1:9NlTDc1FTs4qu0DDq7AEtTPNw6SVm7uBMsUCUjABIf8= github.com/subosito/gotenv v1.6.0/go.mod h1:Dk4QP5c2W3ibzajGcXpNraDfq2IrhjMIvMSWPKKo0FU= +github.com/ugorji/go v1.1.7/go.mod h1:kZn38zHttfInRq0xu/PH0az30d+z6vm202qpg1oXVMw= +github.com/ugorji/go/codec v1.1.7/go.mod h1:Ax+UKWsSmolVDwsd+7N3ZtXu+yMGCf907BLYF3GoBXY= github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw= github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc= github.com/valyala/fasthttp v1.34.0 h1:d3AAQJ2DRcxJYHm7OXNXtXt2as1vMDfxeIcFvhmGGm4= @@ -329,6 +665,13 @@ github.com/xeipuuv/gojsonreference v0.0.0-20150808065054-e02fc20de94c h1:XZWnr3b github.com/xeipuuv/gojsonreference v0.0.0-20150808065054-e02fc20de94c/go.mod h1:GwrjFmJcFw6At/Gs6z4yjiIwzuJ1/+UwLxMQDVQXShQ= github.com/xeipuuv/gojsonschema v0.0.0-20161231055540-f06f290571ce h1:cVSRGH8cOveJNwFEEZLXtB+XMnRqKLjUP6V/ZFYQCXI= github.com/xeipuuv/gojsonschema v0.0.0-20161231055540-f06f290571ce/go.mod h1:5yf86TLmAcydyeJq5YvxkGPE2fm/u4myDekKRoLuqhs= +github.com/xitongsys/parquet-go v1.5.1/go.mod h1:xUxwM8ELydxh4edHGegYq1pA8NnMKDx0K/GyB0o2bww= +github.com/xitongsys/parquet-go v1.6.2 h1:MhCaXii4eqceKPu9BwrjLqyK10oX9WF+xGhwvwbw7xM= +github.com/xitongsys/parquet-go v1.6.2/go.mod h1:IulAQyalCm0rPiZVNnCgm/PCL64X2tdSVGMQ/UeKqWA= +github.com/xitongsys/parquet-go-source v0.0.0-20190524061010-2b72cbee77d5/go.mod h1:xxCx7Wpym/3QCo6JhujJX51dzSXrwmb0oH6FQb39SEA= +github.com/xitongsys/parquet-go-source v0.0.0-20200817004010-026bad9b25d0/go.mod h1:HYhIKsdns7xz80OgkbgJYrtQY7FjHWHKH6cvN7+czGE= +github.com/xitongsys/parquet-go-source v0.0.0-20240122235623-d6294584ab18 h1:Loknf8YcZNXiweAsfz8GD79m4WE0MSbf1Bl4YCAfFYQ= +github.com/xitongsys/parquet-go-source v0.0.0-20240122235623-d6294584ab18/go.mod h1:2ActxmJ4q17Cdruar9nKEkzKSOL1Ol03737Bkz10rTY= github.com/yalp/jsonpath v0.0.0-20150812003900-31a79c7593bb h1:06WAhQa+mYv7BiOk13B/ywyTlkoE/S7uu6TBKU6FHnE= github.com/yalp/jsonpath v0.0.0-20150812003900-31a79c7593bb/go.mod h1:/LWChgwKmvncFJFHJ7Gvn9wZArjbV5/FppcK2fKk/tI= github.com/yudai/gojsondiff v0.0.0-20170107030110-7b1b7adf999d h1:yJIizrfO599ot2kQ6Af1enICnwBD3XoxgX3MrMwot2M= @@ -339,12 +682,17 @@ github.com/yuin/goldmark v1.1.25/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.1.32/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= +github.com/yuin/goldmark v1.3.5/go.mod h1:mwnBkeHKe2W/ZEtQ+71ViKU8L12m81fl3OWwC1Zlc8k= +github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY= +github.com/zenazn/goji v0.9.0/go.mod h1:7S9M489iMyHBNxwZnk9/EHS098H4/F6TATF2mIxtB1Q= +go.opencensus.io v0.15.0/go.mod h1:UffZAU+4sDEINUGP/B7UfBBkq4fqLu9zXAX7ke6CHW0= go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU= go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8= go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= go.opencensus.io v0.22.3/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= go.opencensus.io v0.22.5/go.mod h1:5pWMHQbX5EPX2/62yrJeAkowc+lfs/XD7Uxpq3pI6kk= +go.opencensus.io v0.23.0/go.mod h1:XItmlyltB5F7CS4xOC1DcqMoFqwtC6OG2xF7mCv7P7E= go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.50.0 h1:zvpPXY7RfYAGSdYQLjp6zxdJNSYD/+FFoCTQN9IPxBs= @@ -359,15 +707,48 @@ go.opentelemetry.io/otel/sdk v1.22.0 h1:6coWHw9xw7EfClIC/+O31R8IY3/+EiRFHevmHafB go.opentelemetry.io/otel/sdk v1.22.0/go.mod h1:iu7luyVGYovrRpe2fmj3CVKouQNdTOkxtLzPvPz1DOc= go.opentelemetry.io/otel/trace v1.25.0 h1:tqukZGLwQYRIFtSQM2u2+yfMVTgGVeqRLPUYx1Dq6RM= go.opentelemetry.io/otel/trace v1.25.0/go.mod h1:hCCs70XM/ljO+BeQkyFnbK28SBIJ/Emuha+ccrCRT7I= +go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI= +go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= +go.uber.org/atomic v1.4.0/go.mod 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golang.org/x/crypto v0.0.0-20190605123033-f99c8df09eb5/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= +golang.org/x/crypto v0.0.0-20190820162420-60c769a6c586/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= +golang.org/x/crypto v0.0.0-20201002170205-7f63de1d35b0/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= +golang.org/x/crypto v0.0.0-20201016220609-9e8e0b390897/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= +golang.org/x/crypto v0.0.0-20201203163018-be400aefbc4c/go.mod h1:jdWPYTVW3xRLrWPugEBEK3UY2ZEsg3UU495nc5E+M+I= golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4= +golang.org/x/crypto v0.0.0-20210616213533-5ff15b29337e/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= +golang.org/x/crypto v0.0.0-20210711020723-a769d52b0f97/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= +golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= +golang.org/x/crypto v0.0.0-20211115234514-b4de73f9ece8/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= +golang.org/x/crypto v0.0.0-20220331220935-ae2d96664a29/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= +golang.org/x/crypto v0.0.0-20220511200225-c6db032c6c88/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= +golang.org/x/crypto v0.7.0/go.mod h1:pYwdfH91IfpZVANVyUOhSIPZaFoJGxTFbZhFTx+dXZU= +golang.org/x/crypto v0.9.0/go.mod h1:yrmDGqONDYtNj3tH8X9dzUun2m2lzPa9ngI6/RUPGR0= golang.org/x/crypto v0.22.0 h1:g1v0xeRhjcugydODzvb3mEM9SQ0HGp9s/nh3COQ/C30= golang.org/x/crypto v0.22.0/go.mod h1:vr6Su+7cTlO45qkww3VDJlzDn0ctJvRgYbC2NvXHt+M= golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= @@ -395,6 +776,7 @@ golang.org/x/lint v0.0.0-20191125180803-fdd1cda4f05f/go.mod h1:5qLYkcX4OjUUV8bRu golang.org/x/lint v0.0.0-20200130185559-910be7a94367/go.mod h1:3xt1FjdF8hUf6vQPIChWIBhFzV8gjjsPE/fR3IyQdNY= golang.org/x/lint v0.0.0-20200302205851-738671d3881b/go.mod h1:3xt1FjdF8hUf6vQPIChWIBhFzV8gjjsPE/fR3IyQdNY= golang.org/x/lint v0.0.0-20201208152925-83fdc39ff7b5/go.mod h1:3xt1FjdF8hUf6vQPIChWIBhFzV8gjjsPE/fR3IyQdNY= +golang.org/x/lint v0.0.0-20210508222113-6edffad5e616/go.mod h1:3xt1FjdF8hUf6vQPIChWIBhFzV8gjjsPE/fR3IyQdNY= golang.org/x/mobile v0.0.0-20190312151609-d3739f865fa6/go.mod h1:z+o9i4GpDbdi3rU15maQ/Ox0txvL9dWGYEHz965HBQE= golang.org/x/mobile v0.0.0-20190719004257-d2bd2a29d028/go.mod h1:E/iHnbuqvinMTCcRqshq8CkpyQDoeVncDDYHnLhea+o= golang.org/x/mod v0.0.0-20190513183733-4bf6d317e70e/go.mod h1:mXi4GBBbnImb6dmsKGUJ2LatrhH/nqhxcFungHvyanc= @@ -405,6 +787,10 @@ golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= +golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= +golang.org/x/mod v0.5.0/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro= +golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4= +golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= golang.org/x/mod v0.17.0 h1:zY54UmvipHiNd+pm+m0x9KhZ9hl1/7QNMyxXbc6ICqA= golang.org/x/mod v0.17.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c= golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= @@ -419,6 +805,8 @@ golang.org/x/net v0.0.0-20190603091049-60506f45cf65/go.mod h1:HSz+uSET+XFnRR8LxR golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190628185345-da137c7871d7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190724013045-ca1201d0de80/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20190813141303-74dc4d7220e7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20191112182307-2180aed22343/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20191209160850-c0dbc17a3553/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200114155413-6afb5195e5aa/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200202094626-16171245cfb2/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= @@ -433,13 +821,31 @@ golang.org/x/net v0.0.0-20200520182314-0ba52f642ac2/go.mod h1:qpuaurCH72eLCgpAm/ golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= +golang.org/x/net v0.0.0-20200904194848-62affa334b73/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= +golang.org/x/net v0.0.0-20201010224723-4f7140c49acb/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201031054903-ff519b6c9102/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201209123823-ac852fbbde11/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20201224014010-6772e930b67b/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= +golang.org/x/net v0.0.0-20210119194325-5f4716e94777/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= +golang.org/x/net v0.0.0-20210316092652-d523dce5a7f4/go.mod h1:RBQZq4jEuRlivfhVLdyRGr576XBO4/greRjx4P4O3yc= +golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM= +golang.org/x/net v0.0.0-20210503060351-7fd8e65b6420/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20210610132358-84b48f89b13b/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20211020060615-d418f374d309/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= +golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= +golang.org/x/net v0.0.0-20220325170049-de3da57026de/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= +golang.org/x/net v0.0.0-20220401154927-543a649e0bdd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= +golang.org/x/net v0.0.0-20220425223048-2871e0cb64e4/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= +golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= +golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs= +golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs= +golang.org/x/net v0.8.0/go.mod h1:QVkue5JL9kW//ek3r6jTKnTFis1tRmNAW2P1shuFdJc= +golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg= golang.org/x/net v0.24.0 h1:1PcaxkF854Fu3+lvBIx5SYn9wRlBzzcnHZSiaFFAb0w= golang.org/x/net v0.24.0/go.mod h1:2Q7sJY5mzlzWjKtYUEXSlBWCdyaioyXzRB2RtU8KVE8= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= @@ -451,6 +857,17 @@ golang.org/x/oauth2 v0.0.0-20200902213428-5d25da1a8d43/go.mod h1:KelEdhl1UZF7XfJ golang.org/x/oauth2 v0.0.0-20201109201403-9fd604954f58/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20201208152858-08078c50e5b5/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20210218202405-ba52d332ba99/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20210220000619-9bb904979d93/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20210313182246-cd4f82c27b84/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20210427180440-81ed05c6b58c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20210628180205-a41e5a781914/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20210805134026-6f1e6394065a/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20210819190943-2bc19b11175f/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20211005180243-6b3c2da341f1/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20211104180415-d3ed0bb246c8/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= +golang.org/x/oauth2 v0.0.0-20220223155221-ee480838109b/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= +golang.org/x/oauth2 v0.0.0-20220309155454-6242fa91716a/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= golang.org/x/oauth2 v0.19.0 h1:9+E/EZBCbTLNrbN35fHv/a/d/mOBatymz1zbtQrXpIg= golang.org/x/oauth2 v0.19.0/go.mod h1:vYi7skDa1x015PmRRYZ7+s1cWyPgrPiSYRe4rnsexc8= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -463,21 +880,32 @@ golang.org/x/sync v0.0.0-20200317015054-43a5402ce75a/go.mod h1:RxMgew5VJxzue5/jJ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.7.0 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h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k= +nhooyr.io/websocket v1.8.7/go.mod h1:B70DZP8IakI65RVQ51MsWP/8jndNma26DVA/nFSCgW0= rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8= rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0= rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA= diff --git a/internal/transform/parquet_converter.go b/internal/transform/parquet_converter.go new file mode 100644 index 00000000..aa37a80d --- /dev/null +++ b/internal/transform/parquet_converter.go @@ -0,0 +1,422 @@ +// This file includes interfaces and functions for converting data structures/schemas +// to the appropriate parquet data structure/schema. +// +// Note that uint32 data types need to be converted to int64 due to restrictions +// from the parquet-go package. Conversion is to int64 due to the possible loss of +// data in the conversion from uint32 -> int32. +// This applies to all the ToParquet() functions in this file. + +package transform + +import ( + "encoding/json" +) + +type SchemaParquet interface { + ToParquet() interface{} +} + +func toJSONString(v interface{}) string { + jsonData, err := json.Marshal(v) + if err != nil { + return "" + } + return string(jsonData) +} + +func (lo LedgerOutput) ToParquet() interface{} { + return LedgerOutputParquet{ + // Note that uint32 data types need to be converted to int64 due to restrictions + // from the parquet-go package. Conversion is to int64 due to the possible loss of + // data in the conversion from uint32 -> int32. + Sequence: int64(lo.Sequence), + LedgerHash: lo.LedgerHash, + PreviousLedgerHash: lo.PreviousLedgerHash, + LedgerHeader: lo.LedgerHeader, + TransactionCount: lo.TransactionCount, + OperationCount: lo.OperationCount, + SuccessfulTransactionCount: lo.SuccessfulTransactionCount, + FailedTransactionCount: lo.FailedTransactionCount, + TxSetOperationCount: lo.TxSetOperationCount, + ClosedAt: lo.ClosedAt.UnixMilli(), + TotalCoins: lo.TotalCoins, + FeePool: lo.FeePool, + BaseFee: int64(lo.BaseFee), + BaseReserve: int64(lo.BaseReserve), + MaxTxSetSize: int64(lo.MaxTxSetSize), + ProtocolVersion: int64(lo.ProtocolVersion), + LedgerID: lo.LedgerID, + SorobanFeeWrite1Kb: lo.SorobanFeeWrite1Kb, + NodeID: lo.NodeID, + Signature: lo.Signature, + } +} + +func (to TransactionOutput) ToParquet() interface{} { + return TransactionOutputParquet{ + TransactionHash: to.TransactionHash, + LedgerSequence: int64(to.LedgerSequence), + Account: to.Account, + AccountMuxed: to.AccountMuxed, + AccountSequence: to.AccountSequence, + MaxFee: int64(to.MaxFee), + FeeCharged: to.FeeCharged, + OperationCount: to.OperationCount, + TxEnvelope: to.TxEnvelope, + TxResult: to.TxResult, + TxMeta: to.TxMeta, + TxFeeMeta: to.TxFeeMeta, + CreatedAt: to.CreatedAt.UnixMilli(), + MemoType: to.MemoType, + Memo: to.Memo, + TimeBounds: to.TimeBounds, + Successful: to.Successful, + TransactionID: to.TransactionID, + FeeAccount: to.FeeAccount, + FeeAccountMuxed: to.FeeAccountMuxed, + InnerTransactionHash: to.InnerTransactionHash, + NewMaxFee: int64(to.NewMaxFee), + LedgerBounds: to.LedgerBounds, + MinAccountSequence: to.MinAccountSequence.Int64, + MinAccountSequenceAge: to.MinAccountSequenceAge.Int64, + MinAccountSequenceLedgerGap: to.MinAccountSequenceLedgerGap.Int64, + ExtraSigners: to.ExtraSigners, + ClosedAt: to.ClosedAt.UnixMilli(), + ResourceFee: to.ResourceFee, + SorobanResourcesInstructions: int64(to.SorobanResourcesInstructions), + SorobanResourcesReadBytes: int64(to.SorobanResourcesReadBytes), + SorobanResourcesWriteBytes: int64(to.SorobanResourcesWriteBytes), + TransactionResultCode: to.TransactionResultCode, + InclusionFeeBid: to.InclusionFeeBid, + InclusionFeeCharged: to.InclusionFeeCharged, + ResourceFeeRefund: to.ResourceFeeRefund, + TotalNonRefundableResourceFeeCharged: to.TotalNonRefundableResourceFeeCharged, + TotalRefundableResourceFeeCharged: to.TotalRefundableResourceFeeCharged, + RentFeeCharged: to.RentFeeCharged, + } +} + +func (ao AccountOutput) ToParquet() interface{} { + return AccountOutputParquet{ + AccountID: ao.AccountID, + Balance: ao.Balance, + BuyingLiabilities: ao.BuyingLiabilities, + SellingLiabilities: ao.SellingLiabilities, + SequenceNumber: ao.SequenceNumber, + SequenceLedger: ao.SequenceLedger.Int64, + SequenceTime: ao.SequenceTime.Int64, + NumSubentries: int64(ao.NumSubentries), + InflationDestination: ao.InflationDestination, + Flags: int64(ao.Flags), + HomeDomain: ao.HomeDomain, + MasterWeight: ao.MasterWeight, + ThresholdLow: ao.ThresholdLow, + ThresholdMedium: ao.ThresholdMedium, + ThresholdHigh: ao.ThresholdHigh, + Sponsor: ao.Sponsor.String, + NumSponsored: int64(ao.NumSponsored), + NumSponsoring: int64(ao.NumSponsoring), + LastModifiedLedger: int64(ao.LastModifiedLedger), + LedgerEntryChange: int64(ao.LedgerEntryChange), + Deleted: ao.Deleted, + ClosedAt: ao.ClosedAt.UnixMilli(), + LedgerSequence: int64(ao.LedgerSequence), + } +} + +func (aso AccountSignerOutput) ToParquet() interface{} { + return AccountSignerOutputParquet{ + AccountID: aso.AccountID, + Signer: aso.Signer, + Weight: aso.Weight, + Sponsor: aso.Sponsor.String, + LastModifiedLedger: int64(aso.LastModifiedLedger), + LedgerEntryChange: int64(aso.LedgerEntryChange), + Deleted: aso.Deleted, + ClosedAt: aso.ClosedAt.UnixMilli(), + LedgerSequence: int64(aso.LedgerSequence), + } +} + +func (oo OperationOutput) ToParquet() interface{} { + return OperationOutputParquet{ + SourceAccount: oo.SourceAccount, + SourceAccountMuxed: oo.SourceAccountMuxed, + Type: oo.Type, + TypeString: oo.TypeString, + OperationDetails: toJSONString(oo.OperationDetails), + TransactionID: oo.TransactionID, + OperationID: oo.OperationID, + ClosedAt: oo.ClosedAt.UnixMilli(), + OperationResultCode: oo.OperationResultCode, + OperationTraceCode: oo.OperationTraceCode, + LedgerSequence: int64(oo.LedgerSequence), + } +} + +func (po PoolOutput) ToParquet() interface{} { + return PoolOutputParquet{ + PoolID: po.PoolID, + PoolType: po.PoolType, + PoolFee: int64(po.PoolFee), + TrustlineCount: int64(po.TrustlineCount), + PoolShareCount: po.PoolShareCount, + AssetAType: po.AssetAType, + AssetACode: po.AssetACode, + AssetAIssuer: po.AssetAIssuer, + AssetAReserve: po.AssetAReserve, + AssetAID: po.AssetAID, + AssetBType: po.AssetBType, + AssetBCode: po.AssetBCode, + AssetBIssuer: po.AssetBIssuer, + AssetBReserve: po.AssetBReserve, + AssetBID: po.AssetBID, + LastModifiedLedger: int64(po.LastModifiedLedger), + LedgerEntryChange: int64(po.LedgerEntryChange), + Deleted: po.Deleted, + ClosedAt: po.ClosedAt.UnixMilli(), + LedgerSequence: int64(po.LedgerSequence), + } +} + +func (ao AssetOutput) ToParquet() interface{} { + return AssetOutputParquet{ + AssetCode: ao.AssetCode, + AssetIssuer: ao.AssetIssuer, + AssetType: ao.AssetType, + AssetID: ao.AssetID, + ClosedAt: ao.ClosedAt.UnixMilli(), + LedgerSequence: int64(ao.LedgerSequence), + } +} + +func (to TrustlineOutput) ToParquet() interface{} { + return TrustlineOutputParquet{ + LedgerKey: to.LedgerKey, + AccountID: to.AccountID, + AssetCode: to.AssetCode, + AssetIssuer: to.AssetIssuer, + AssetType: to.AssetType, + AssetID: to.AssetID, + Balance: to.Balance, + TrustlineLimit: to.TrustlineLimit, + LiquidityPoolID: to.LiquidityPoolID, + BuyingLiabilities: to.BuyingLiabilities, + SellingLiabilities: to.SellingLiabilities, + Flags: int64(to.Flags), + LastModifiedLedger: int64(to.LastModifiedLedger), + LedgerEntryChange: int64(to.LedgerEntryChange), + Sponsor: to.Sponsor.String, + Deleted: to.Deleted, + ClosedAt: to.ClosedAt.UnixMilli(), + LedgerSequence: int64(to.LedgerSequence), + } +} + +func (oo OfferOutput) ToParquet() interface{} { + return OfferOutputParquet{ + SellerID: oo.SellerID, + OfferID: oo.OfferID, + SellingAssetType: oo.SellingAssetType, + SellingAssetCode: oo.SellingAssetCode, + SellingAssetIssuer: oo.SellingAssetIssuer, + SellingAssetID: oo.SellingAssetID, + BuyingAssetType: oo.BuyingAssetType, + BuyingAssetCode: oo.BuyingAssetCode, + BuyingAssetIssuer: oo.BuyingAssetIssuer, + BuyingAssetID: oo.BuyingAssetID, + Amount: oo.Amount, + PriceN: oo.PriceN, + PriceD: oo.PriceD, + Price: oo.Price, + Flags: int64(oo.Flags), + LastModifiedLedger: int64(oo.LastModifiedLedger), + LedgerEntryChange: int64(oo.LedgerEntryChange), + Deleted: oo.Deleted, + Sponsor: oo.Sponsor.String, + ClosedAt: oo.ClosedAt.UnixMilli(), + LedgerSequence: int64(oo.LedgerSequence), + } +} + +func (to TradeOutput) ToParquet() interface{} { + return TradeOutputParquet{ + Order: to.Order, + LedgerClosedAt: to.LedgerClosedAt.UnixMilli(), + SellingAccountAddress: to.SellingAccountAddress, + SellingAssetCode: to.SellingAssetCode, + SellingAssetIssuer: to.SellingAssetIssuer, + SellingAssetType: to.SellingAssetType, + SellingAssetID: to.SellingAssetID, + SellingAmount: to.SellingAmount, + BuyingAccountAddress: to.BuyingAccountAddress, + BuyingAssetCode: to.BuyingAssetCode, + BuyingAssetIssuer: to.BuyingAssetIssuer, + BuyingAssetType: to.BuyingAssetType, + BuyingAssetID: to.BuyingAssetID, + BuyingAmount: to.BuyingAmount, + PriceN: to.PriceN, + PriceD: to.PriceD, + SellingOfferID: to.SellingOfferID.Int64, + BuyingOfferID: to.BuyingOfferID.Int64, + SellingLiquidityPoolID: to.SellingLiquidityPoolID.String, + LiquidityPoolFee: to.LiquidityPoolFee.Int64, + HistoryOperationID: to.HistoryOperationID, + TradeType: to.TradeType, + RoundingSlippage: to.RoundingSlippage.Int64, + SellerIsExact: to.SellerIsExact.Bool, + } +} + +func (eo EffectOutput) ToParquet() interface{} { + return EffectOutputParquet{ + Address: eo.Address, + AddressMuxed: eo.AddressMuxed.String, + OperationID: eo.OperationID, + Details: toJSONString(eo.Details), + Type: eo.Type, + TypeString: eo.TypeString, + LedgerClosed: eo.LedgerClosed.UnixMilli(), + LedgerSequence: int64(eo.LedgerSequence), + EffectIndex: int64(eo.EffectIndex), + EffectId: eo.EffectId, + } +} + +func (cdo ContractDataOutput) ToParquet() interface{} { + return ContractDataOutputParquet{ + ContractId: cdo.ContractId, + ContractKeyType: cdo.ContractKeyType, + ContractDurability: cdo.ContractDurability, + ContractDataAssetCode: cdo.ContractDataAssetCode, + ContractDataAssetIssuer: cdo.ContractDataAssetIssuer, + ContractDataAssetType: cdo.ContractDataAssetType, + ContractDataBalanceHolder: cdo.ContractDataBalanceHolder, + ContractDataBalance: cdo.ContractDataBalance, + LastModifiedLedger: int64(cdo.LastModifiedLedger), + LedgerEntryChange: int64(cdo.LedgerEntryChange), + Deleted: cdo.Deleted, + ClosedAt: cdo.ClosedAt.UnixMilli(), + LedgerSequence: int64(cdo.LedgerSequence), + LedgerKeyHash: cdo.LedgerKeyHash, + Key: cdo.Key, + KeyDecoded: cdo.KeyDecoded, + Val: cdo.Val, + ValDecoded: cdo.ValDecoded, + ContractDataXDR: cdo.ContractDataXDR, + } +} + +func (cco ContractCodeOutput) ToParquet() interface{} { + return ContractCodeOutputParquet{ + ContractCodeHash: cco.ContractCodeHash, + ContractCodeExtV: cco.ContractCodeExtV, + LastModifiedLedger: int64(cco.LastModifiedLedger), + LedgerEntryChange: int64(cco.LedgerEntryChange), + Deleted: cco.Deleted, + ClosedAt: cco.ClosedAt.UnixMilli(), + LedgerSequence: int64(cco.LedgerSequence), + LedgerKeyHash: cco.LedgerKeyHash, + NInstructions: int64(cco.NInstructions), + NFunctions: int64(cco.NFunctions), + NGlobals: int64(cco.NGlobals), + NTableEntries: int64(cco.NTableEntries), + NTypes: int64(cco.NTypes), + NDataSegments: int64(cco.NDataSegments), + NElemSegments: int64(cco.NElemSegments), + NImports: int64(cco.NImports), + NExports: int64(cco.NExports), + NDataSegmentBytes: int64(cco.NDataSegmentBytes), + } +} + +func (cso ConfigSettingOutput) ToParquet() interface{} { + // Convert []uint64 to []int64 + BucketListSizeWindowInt := make([]int64, len(cso.BucketListSizeWindow)) + for i, v := range cso.BucketListSizeWindow { + // This can cause a drop in precision of data + BucketListSizeWindowInt[i] = int64(v) + } + + return ConfigSettingOutputParquet{ + ConfigSettingId: cso.ConfigSettingId, + ContractMaxSizeBytes: int64(cso.ContractMaxSizeBytes), + LedgerMaxInstructions: cso.LedgerMaxInstructions, + TxMaxInstructions: cso.TxMaxInstructions, + FeeRatePerInstructionsIncrement: cso.FeeRatePerInstructionsIncrement, + TxMemoryLimit: int64(cso.TxMemoryLimit), + LedgerMaxReadLedgerEntries: int64(cso.LedgerMaxReadLedgerEntries), + LedgerMaxReadBytes: int64(cso.LedgerMaxReadBytes), + LedgerMaxWriteLedgerEntries: int64(cso.LedgerMaxWriteLedgerEntries), + LedgerMaxWriteBytes: int64(cso.LedgerMaxWriteBytes), + TxMaxReadLedgerEntries: int64(cso.TxMaxReadLedgerEntries), + TxMaxReadBytes: int64(cso.TxMaxReadBytes), + TxMaxWriteLedgerEntries: int64(cso.TxMaxWriteLedgerEntries), + TxMaxWriteBytes: int64(cso.TxMaxWriteBytes), + FeeReadLedgerEntry: cso.FeeReadLedgerEntry, + FeeWriteLedgerEntry: cso.FeeWriteLedgerEntry, + FeeRead1Kb: cso.FeeRead1Kb, + BucketListTargetSizeBytes: cso.BucketListTargetSizeBytes, + WriteFee1KbBucketListLow: cso.WriteFee1KbBucketListLow, + WriteFee1KbBucketListHigh: cso.WriteFee1KbBucketListHigh, + BucketListWriteFeeGrowthFactor: int64(cso.BucketListWriteFeeGrowthFactor), + FeeHistorical1Kb: cso.FeeHistorical1Kb, + TxMaxContractEventsSizeBytes: int64(cso.TxMaxContractEventsSizeBytes), + FeeContractEvents1Kb: cso.FeeContractEvents1Kb, + LedgerMaxTxsSizeBytes: int64(cso.LedgerMaxTxsSizeBytes), + TxMaxSizeBytes: int64(cso.TxMaxSizeBytes), + FeeTxSize1Kb: cso.FeeTxSize1Kb, + ContractCostParamsCpuInsns: toJSONString(cso.ContractCostParamsCpuInsns), + ContractCostParamsMemBytes: toJSONString(cso.ContractCostParamsMemBytes), + ContractDataKeySizeBytes: int64(cso.ContractDataKeySizeBytes), + ContractDataEntrySizeBytes: int64(cso.ContractDataEntrySizeBytes), + MaxEntryTtl: int64(cso.MaxEntryTtl), + MinTemporaryTtl: int64(cso.MinTemporaryTtl), + MinPersistentTtl: int64(cso.MinPersistentTtl), + AutoBumpLedgers: int64(cso.AutoBumpLedgers), + PersistentRentRateDenominator: cso.PersistentRentRateDenominator, + TempRentRateDenominator: cso.TempRentRateDenominator, + MaxEntriesToArchive: int64(cso.MaxEntriesToArchive), + BucketListSizeWindowSampleSize: int64(cso.BucketListSizeWindowSampleSize), + EvictionScanSize: int64(cso.EvictionScanSize), + StartingEvictionScanLevel: int64(cso.StartingEvictionScanLevel), + LedgerMaxTxCount: int64(cso.LedgerMaxTxCount), + BucketListSizeWindow: BucketListSizeWindowInt, + LastModifiedLedger: int64(cso.LastModifiedLedger), + LedgerEntryChange: int64(cso.LedgerEntryChange), + Deleted: cso.Deleted, + ClosedAt: cso.ClosedAt.UnixMilli(), + LedgerSequence: int64(cso.LedgerSequence), + } +} + +func (to TtlOutput) ToParquet() interface{} { + return TtlOutputParquet{ + KeyHash: to.KeyHash, + LiveUntilLedgerSeq: int64(to.LiveUntilLedgerSeq), + LastModifiedLedger: int64(to.LastModifiedLedger), + LedgerEntryChange: int64(to.LedgerEntryChange), + Deleted: to.Deleted, + ClosedAt: to.ClosedAt.UnixMilli(), + LedgerSequence: int64(to.LedgerSequence), + } +} + +func (ceo ContractEventOutput) ToParquet() interface{} { + return ContractEventOutputParquet{ + TransactionHash: ceo.TransactionHash, + TransactionID: ceo.TransactionID, + Successful: ceo.Successful, + LedgerSequence: int64(ceo.LedgerSequence), + ClosedAt: ceo.ClosedAt.UnixMilli(), + InSuccessfulContractCall: ceo.InSuccessfulContractCall, + ContractId: ceo.ContractId, + Type: ceo.Type, + TypeString: ceo.TypeString, + Topics: toJSONString(ceo.Topics), + TopicsDecoded: toJSONString(ceo.TopicsDecoded), + Data: toJSONString(ceo.Data), + DataDecoded: toJSONString(ceo.DataDecoded), + ContractEventXDR: ceo.ContractEventXDR, + } +} diff --git a/internal/transform/schema_parquet.go b/internal/transform/schema_parquet.go new file mode 100644 index 00000000..235bf1b0 --- /dev/null +++ b/internal/transform/schema_parquet.go @@ -0,0 +1,378 @@ +package transform + +// LedgerOutputParquet is a representation of a ledger that aligns with the BigQuery table history_ledgers +type LedgerOutputParquet struct { + Sequence int64 `parquet:"name=sequence, type=INT64, convertedtype=UINT_64"` + LedgerHash string `parquet:"name=ledger_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + PreviousLedgerHash string `parquet:"name=previous_ledger_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + LedgerHeader string `parquet:"name=ledger_header, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TransactionCount int32 `parquet:"name=transaction_count, type=INT32"` + OperationCount int32 `parquet:"name=operation_count, type=INT32"` + SuccessfulTransactionCount int32 `parquet:"name=successful_transaction_count, type=INT32"` + FailedTransactionCount int32 `parquet:"name=failed_transaction_count, type=INT32"` + TxSetOperationCount string `parquet:"name=tx_set_operation_count, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + TotalCoins int64 `parquet:"name=total_coins, type=INT64"` + FeePool int64 `parquet:"name=fee_pool, type=INT64"` + BaseFee int64 `parquet:"name=base_fee, type=INT64, convertedtype=UINT_64"` + BaseReserve int64 `parquet:"name=base_reserve, type=INT64, convertedtype=UINT_64"` + MaxTxSetSize int64 `parquet:"name=max_tx_set_size, type=INT64, convertedtype=UINT_64"` + ProtocolVersion int64 `parquet:"name=protocol_version, type=INT64, convertedtype=UINT_64"` + LedgerID int64 `parquet:"name=id, type=INT64"` + SorobanFeeWrite1Kb int64 `parquet:"name=soroban_fee_write_1kb, type=INT64"` + NodeID string `parquet:"name=node_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Signature string `parquet:"name=signature, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` +} + +// TransactionOutputParquet is a representation of a transaction that aligns with the BigQuery table history_transactions +type TransactionOutputParquet struct { + TransactionHash string `parquet:"name=transaction_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` + Account string `parquet:"name=account, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AccountMuxed string `parquet:"name=account_muxed, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AccountSequence int64 `parquet:"name=account_sequence, type=INT64"` + MaxFee int64 `parquet:"name=max_fee, type=INT64, convertedtype=UINT_64"` + FeeCharged int64 `parquet:"name=fee_charged, type=INT64"` + OperationCount int32 `parquet:"name=operation_count, type=INT32"` + TxEnvelope string `parquet:"name=tx_envelope, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TxResult string `parquet:"name=tx_result, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TxMeta string `parquet:"name=tx_meta, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TxFeeMeta string `parquet:"name=tx_fee_meta, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + CreatedAt int64 `parquet:"name=created_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + MemoType string `parquet:"name=memo_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Memo string `parquet:"name=memo, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TimeBounds string `parquet:"name=time_bounds, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Successful bool `parquet:"name=successful, type=BOOLEAN"` + TransactionID int64 `parquet:"name=id, type=INT64"` + FeeAccount string `parquet:"name=fee_account, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + FeeAccountMuxed string `parquet:"name=fee_account_muxed, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + InnerTransactionHash string `parquet:"name=inner_transaction_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + NewMaxFee int64 `parquet:"name=new_max_fee, type=INT64, convertedtype=UINT_64"` + LedgerBounds string `parquet:"name=ledger_bounds, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + MinAccountSequence int64 `parquet:"name=min_account_sequence, type=INT64"` + MinAccountSequenceAge int64 `parquet:"name=min_account_sequence_age, type=INT64"` + MinAccountSequenceLedgerGap int64 `parquet:"name=min_account_sequence_ledger_gap, type=INT64"` + ExtraSigners []string `parquet:"name=extra_signers, type=MAP, convertedtype=LIST, valuetype=BYTE_ARRAY, valueconvertedtype=UTF8"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + ResourceFee int64 `parquet:"name=resource_fee, type=INT64"` + SorobanResourcesInstructions int64 `parquet:"name=soroban_resources_instructions, type=INT64, convertedtype=UINT_64"` + SorobanResourcesReadBytes int64 `parquet:"name=soroban_resources_read_bytes, type=INT64, convertedtype=UINT_64"` + SorobanResourcesWriteBytes int64 `parquet:"name=soroban_resources_write_bytes, type=INT64, convertedtype=UINT_64"` + TransactionResultCode string `parquet:"name=transaction_result_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + InclusionFeeBid int64 `parquet:"name=inclusion_fee_bid, type=INT64"` + InclusionFeeCharged int64 `parquet:"name=inclusion_fee_charged, type=INT64"` + ResourceFeeRefund int64 `parquet:"name=resource_fee_refund, type=INT64"` + TotalNonRefundableResourceFeeCharged int64 `parquet:"name=non_refundable_resource_fee_charged, type=INT64"` + TotalRefundableResourceFeeCharged int64 `parquet:"name=refundable_resource_fee_charged, type=INT64"` + RentFeeCharged int64 `parquet:"name=rent_fee_charged, type=INT64"` +} + +// AccountOutputParquet is a representation of an account that aligns with the BigQuery table accounts +type AccountOutputParquet struct { + AccountID string `parquet:"name=account_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Balance float64 `parquet:"name=balance, type=DOUBLE"` + BuyingLiabilities float64 `parquet:"name=buying_liabilities, type=DOUBLE"` + SellingLiabilities float64 `parquet:"name=selling_liabilities, type=DOUBLE"` + SequenceNumber int64 `parquet:"name=sequence_number, type=INT64"` + SequenceLedger int64 `parquet:"name=sequence_ledger, type=INT64"` + SequenceTime int64 `parquet:"name=sequence_time, type=INT64"` + NumSubentries int64 `parquet:"name=num_subentries, type=INT64, convertedtype=UINT_64"` + InflationDestination string `parquet:"name=inflation_destination, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Flags int64 `parquet:"name=flags, type=INT64, convertedtype=UINT_64"` + HomeDomain string `parquet:"name=home_domain, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + MasterWeight int32 `parquet:"name=master_weight, type=INT32"` + ThresholdLow int32 `parquet:"name=threshold_low, type=INT32"` + ThresholdMedium int32 `parquet:"name=threshold_medium, type=INT32"` + ThresholdHigh int32 `parquet:"name=threshold_high, type=INT32"` + Sponsor string `parquet:"name=sponsor, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + NumSponsored int64 `parquet:"name=num_sponsored, type=INT64, convertedtype=UINT_64"` + NumSponsoring int64 `parquet:"name=num_sponsoring, type=INT64, convertedtype=UINT_64"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` +} + +// AccountSignerOutputParquet is a representation of an account signer that aligns with the BigQuery table account_signers +type AccountSignerOutputParquet struct { + AccountID string `parquet:"name=account_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Signer string `parquet:"name=signer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Weight int32 `parquet:"name=weight, type=INT32"` + Sponsor string `parquet:"name=sponsor, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=INT64, convertedtype=UINT_64"` +} + +// OperationOutputParquet is a representation of an operation that aligns with the BigQuery table history_operations +type OperationOutputParquet struct { + SourceAccount string `parquet:"name=source_account, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SourceAccountMuxed string `parquet:"name=source_account_muxed, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Type int32 `parquet:"name=type, type=INT32"` + TypeString string `parquet:"name=type_string, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + OperationDetails string `parquet:"name=details, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TransactionID int64 `parquet:"name=transaction_id, type=INT64"` + OperationID int64 `parquet:"name=id, type=INT64"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + OperationResultCode string `parquet:"name=operation_result_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + OperationTraceCode string `parquet:"name=operation_trace_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=INT64, convertedtype=UINT_64"` +} + +//// Skipping ClaimableBalanceOutputParquet because it is not needed in the current scope of work +//// Note that ClaimableBalanceOutputParquet uses nested structs that will need to be handled +//// for parquet conversion +//type ClaimableBalanceOutputParquet struct { +//} + +// PoolOutputParquet is a representation of a liquidity pool that aligns with the Bigquery table liquidity_pools +type PoolOutputParquet struct { + PoolID string `parquet:"name=liquidity_pool_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + PoolType string `parquet:"name=type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + PoolFee int64 `parquet:"name=fee, type=INT64, convertedtype=UINT_64"` + TrustlineCount int64 `parquet:"name=trustline_count, type=INT64, convertedtype=UINT_64"` + PoolShareCount float64 `parquet:"name=pool_share_count, type=DOUBLE"` + AssetAType string `parquet:"name=asset_a_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetACode string `parquet:"name=asset_a_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetAIssuer string `parquet:"name=asset_a_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetAReserve float64 `parquet:"name=asset_a_amount, type=DOUBLE"` + AssetAID int64 `parquet:"name=asset_a_id, type=INT64"` + AssetBType string `parquet:"name=asset_b_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetBCode string `parquet:"name=asset_b_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetBIssuer string `parquet:"name=asset_b_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetBReserve float64 `parquet:"name=asset_b_amount, type=DOUBLE"` + AssetBID int64 `parquet:"name=asset_b_id, type=INT64"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` +} + +// AssetOutputParquet is a representation of an asset that aligns with the BigQuery table history_assets +type AssetOutputParquet struct { + AssetCode string `parquet:"name=asset_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetIssuer string `parquet:"name=asset_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetType string `parquet:"name=asset_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetID int64 `parquet:"name=asset_id, type=INT64"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` +} + +// TrustlineOutputParquet is a representation of a trustline that aligns with the BigQuery table trust_lines +type TrustlineOutputParquet struct { + LedgerKey string `parquet:"name=ledger_key, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AccountID string `parquet:"name=account_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetCode string `parquet:"name=asset_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetIssuer string `parquet:"name=asset_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetType string `parquet:"name=asset_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AssetID int64 `parquet:"name=asset_id, type=INT64"` + Balance float64 `parquet:"name=balance, type=DOUBLE"` + TrustlineLimit int64 `parquet:"name=trust_line_limit, type=INT64"` + LiquidityPoolID string `parquet:"name=liquidity_pool_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingLiabilities float64 `parquet:"name=buying_liabilities, type=DOUBLE"` + SellingLiabilities float64 `parquet:"name=selling_liabilities, type=DOUBLE"` + Flags int64 `parquet:"name=flags, type=INT64, convertedtype=UINT_64"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Sponsor string `parquet:"name=sponsor, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` +} + +// OfferOutputParquet is a representation of an offer that aligns with the BigQuery table offers +type OfferOutputParquet struct { + SellerID string `parquet:"name=seller_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + OfferID int64 `parquet:"name=offer_id, type=INT64"` + SellingAssetType string `parquet:"name=selling_asset_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SellingAssetCode string `parquet:"name=selling_asset_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SellingAssetIssuer string `parquet:"name=selling_asset_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SellingAssetID int64 `parquet:"name=selling_asset_id, type=INT64"` + BuyingAssetType string `parquet:"name=buying_asset_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingAssetCode string `parquet:"name=buying_asset_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingAssetIssuer string `parquet:"name=buying_asset_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingAssetID int64 `parquet:"name=buying_asset_id, type=INT64"` + Amount float64 `parquet:"name=amount, type=DOUBLE"` + PriceN int32 `parquet:"name=pricen, type=INT32"` + PriceD int32 `parquet:"name=priced, type=INT32"` + Price float64 `parquet:"name=price, type=DOUBLE"` + Flags int64 `parquet:"name=flags, type=INT64, convertedtype=UINT_64"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + Sponsor string `parquet:"name=sponsor, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` +} + +// TradeOutputParquet is a representation of a trade that aligns with the BigQuery table history_trades +type TradeOutputParquet struct { + Order int32 `parquet:"name=order, type=INT32"` + LedgerClosedAt int64 `parquet:"name=ledger_closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + SellingAccountAddress string `parquet:"name=selling_account_address, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SellingAssetCode string `parquet:"name=selling_asset_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SellingAssetIssuer string `parquet:"name=selling_asset_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SellingAssetType string `parquet:"name=selling_asset_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + SellingAssetID int64 `parquet:"name=selling_asset_id, type=INT64"` + SellingAmount float64 `parquet:"name=selling_amount, type=DOUBLE"` + BuyingAccountAddress string `parquet:"name=buying_account_address, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingAssetCode string `parquet:"name=buying_asset_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingAssetIssuer string `parquet:"name=buying_asset_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingAssetType string `parquet:"name=buying_asset_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + BuyingAssetID int64 `parquet:"name=buying_asset_id, type=INT64"` + BuyingAmount float64 `parquet:"name=buying_amount, type=DOUBLE"` + PriceN int64 `parquet:"name=price_n, type=INT64"` + PriceD int64 `parquet:"name=price_d, type=INT64"` + SellingOfferID int64 `parquet:"name=selling_offer_id, type=INT64"` + BuyingOfferID int64 `parquet:"name=buying_offer_id, type=INT64"` + SellingLiquidityPoolID string `parquet:"name=selling_liquidity_pool_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + LiquidityPoolFee int64 `parquet:"name=liquidity_pool_fee, type=INT64"` + HistoryOperationID int64 `parquet:"name=history_operation_id, type=INT64"` + TradeType int32 `parquet:"name=trade_type, type=INT32"` + RoundingSlippage int64 `parquet:"name=rounding_slippage, type=INT64"` + SellerIsExact bool `parquet:"name=seller_is_exact, type=BOOLEAN"` +} + +// EffectOutputParquet is a representation of an operation that aligns with the BigQuery table history_effects +type EffectOutputParquet struct { + Address string `parquet:"name=address, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + AddressMuxed string `parquet:"name=address_muxed, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + OperationID int64 `parquet:"name=operation_id, type=INT64"` + Details string `parquet:"name=details, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Type int32 `parquet:"name=type, type=INT32"` + TypeString string `parquet:"name=type_string, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + LedgerClosed int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` + EffectIndex int64 `parquet:"name=index, type=INT64, convertedtype=UINT_64"` + EffectId string `parquet:"name=id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` +} + +// ContractDataOutputParquet is a representation of contract data that aligns with the Bigquery table soroban_contract_data +type ContractDataOutputParquet struct { + ContractId string `parquet:"name=contract_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractKeyType string `parquet:"name=contract_key_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractDurability string `parquet:"name=contract_durability, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractDataAssetCode string `parquet:"name=asset_code, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractDataAssetIssuer string `parquet:"name=asset_issuer, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractDataAssetType string `parquet:"name=asset_type, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractDataBalanceHolder string `parquet:"name=balance_holder, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractDataBalance string `parquet:"name=balance, type=BYTE_ARRAY, convertedtype=UTF8"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` + LedgerKeyHash string `parquet:"name=ledger_key_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Key map[string]string `parquet:"name=key, type=MAP, convertedtype=MAP, keytype=BYTE_ARRAY, keyconvertedtype=UTF8, valuetype=STRING"` + KeyDecoded map[string]string `parquet:"name=key_decoded, type=MAP, convertedtype=MAP, keytype=BYTE_ARRAY, keyconvertedtype=UTF8, valuetype=STRING"` + Val map[string]string `parquet:"name=val, type=MAP, convertedtype=MAP, keytype=BYTE_ARRAY, keyconvertedtype=UTF8, valuetype=STRING"` + ValDecoded map[string]string `parquet:"name=val_decoded, type=MAP, convertedtype=MAP, keytype=BYTE_ARRAY, keyconvertedtype=UTF8, valuetype=STRING"` + ContractDataXDR string `parquet:"name=contract_data_xdr, type=BYTE_ARRAY, convertedtype=UTF8"` +} + +// ContractCodeOutputParquet is a representation of contract code that aligns with the Bigquery table soroban_contract_code +type ContractCodeOutputParquet struct { + ContractCodeHash string `parquet:"name=contract_code_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractCodeExtV int32 `parquet:"name=contract_code_ext_v, type=INT32"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` + LedgerKeyHash string `parquet:"name=ledger_key_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + NInstructions int64 `parquet:"name=n_instructions, type=INT64, convertedtype=UINT_64"` + NFunctions int64 `parquet:"name=n_functions, type=INT64, convertedtype=UINT_64"` + NGlobals int64 `parquet:"name=n_globals, type=INT64, convertedtype=UINT_64"` + NTableEntries int64 `parquet:"name=n_table_entries, type=INT64, convertedtype=UINT_64"` + NTypes int64 `parquet:"name=n_types, type=INT64, convertedtype=UINT_64"` + NDataSegments int64 `parquet:"name=n_data_segments, type=INT64, convertedtype=UINT_64"` + NElemSegments int64 `parquet:"name=n_elem_segments, type=INT64, convertedtype=UINT_64"` + NImports int64 `parquet:"name=n_imports, type=INT64, convertedtype=UINT_64"` + NExports int64 `parquet:"name=n_exports, type=INT64, convertedtype=UINT_64"` + NDataSegmentBytes int64 `parquet:"name=n_data_segment_bytes, type=INT64, convertedtype=UINT_64"` +} + +// ConfigSettingOutputParquet is a representation of soroban config settings that aligns with the Bigquery table config_settings +type ConfigSettingOutputParquet struct { + ConfigSettingId int32 `parquet:"name=config_setting_id, type=INT32"` + ContractMaxSizeBytes int64 `parquet:"name=contract_max_size_bytes, type=INT64, convertedtype=UINT_64"` + LedgerMaxInstructions int64 `parquet:"name=ledger_max_instructions, type=INT64"` + TxMaxInstructions int64 `parquet:"name=tx_max_instructions, type=INT64"` + FeeRatePerInstructionsIncrement int64 `parquet:"name=fee_rate_per_instructions_increment, type=INT64"` + TxMemoryLimit int64 `parquet:"name=tx_memory_limit, type=INT64, convertedtype=UINT_64"` + LedgerMaxReadLedgerEntries int64 `parquet:"name=ledger_max_read_ledger_entries, type=INT64, convertedtype=UINT_64"` + LedgerMaxReadBytes int64 `parquet:"name=ledger_max_read_bytes, type=INT64, convertedtype=UINT_64"` + LedgerMaxWriteLedgerEntries int64 `parquet:"name=ledger_max_write_ledger_entries, type=INT64, convertedtype=UINT_64"` + LedgerMaxWriteBytes int64 `parquet:"name=ledger_max_write_bytes, type=INT64, convertedtype=UINT_64"` + TxMaxReadLedgerEntries int64 `parquet:"name=tx_max_read_ledger_entries, type=INT64, convertedtype=UINT_64"` + TxMaxReadBytes int64 `parquet:"name=tx_max_read_bytes, type=INT64, convertedtype=UINT_64"` + TxMaxWriteLedgerEntries int64 `parquet:"name=tx_max_write_ledger_entries, type=INT64, convertedtype=UINT_64"` + TxMaxWriteBytes int64 `parquet:"name=tx_max_write_bytes, type=INT64, convertedtype=UINT_64"` + FeeReadLedgerEntry int64 `parquet:"name=fee_read_ledger_entry, type=INT64"` + FeeWriteLedgerEntry int64 `parquet:"name=fee_write_ledger_entry, type=INT64"` + FeeRead1Kb int64 `parquet:"name=fee_read_1kb, type=INT64"` + BucketListTargetSizeBytes int64 `parquet:"name=bucket_list_target_size_bytes, type=INT64"` + WriteFee1KbBucketListLow int64 `parquet:"name=write_fee_1kb_bucket_list_low, type=INT64"` + WriteFee1KbBucketListHigh int64 `parquet:"name=write_fee_1kb_bucket_list_high, type=INT64"` + BucketListWriteFeeGrowthFactor int64 `parquet:"name=bucket_list_write_fee_growth_factor, type=INT64, convertedtype=UINT_64"` + FeeHistorical1Kb int64 `parquet:"name=fee_historical_1kb, type=INT64"` + TxMaxContractEventsSizeBytes int64 `parquet:"name=tx_max_contract_events_size_bytes, type=INT64, convertedtype=UINT_64"` + FeeContractEvents1Kb int64 `parquet:"name=fee_contract_events_1kb, type=INT64"` + LedgerMaxTxsSizeBytes int64 `parquet:"name=ledger_max_txs_size_bytes, type=INT64, convertedtype=UINT_64"` + TxMaxSizeBytes int64 `parquet:"name=tx_max_size_bytes, type=INT64, convertedtype=UINT_64"` + FeeTxSize1Kb int64 `parquet:"name=fee_tx_size_1kb, type=INT64"` + ContractCostParamsCpuInsns string `parquet:"name=contract_cost_params_cpu_insns, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractCostParamsMemBytes string `parquet:"name=contract_cost_params_mem_bytes, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractDataKeySizeBytes int64 `parquet:"name=contract_data_key_size_bytes, type=INT64, convertedtype=UINT_64"` + ContractDataEntrySizeBytes int64 `parquet:"name=contract_data_entry_size_bytes, type=INT64, convertedtype=UINT_64"` + MaxEntryTtl int64 `parquet:"name=max_entry_ttl, type=INT64, convertedtype=UINT_64"` + MinTemporaryTtl int64 `parquet:"name=min_temporary_ttl, type=INT64, convertedtype=UINT_64"` + MinPersistentTtl int64 `parquet:"name=min_persistent_ttl, type=INT64, convertedtype=UINT_64"` + AutoBumpLedgers int64 `parquet:"name=auto_bump_ledgers, type=INT64, convertedtype=UINT_64"` + PersistentRentRateDenominator int64 `parquet:"name=persistent_rent_rate_denominator, type=INT64"` + TempRentRateDenominator int64 `parquet:"name=temp_rent_rate_denominator, type=INT64"` + MaxEntriesToArchive int64 `parquet:"name=max_entries_to_archive, type=INT64, convertedtype=UINT_64"` + BucketListSizeWindowSampleSize int64 `parquet:"name=bucket_list_size_window_sample_size, type=INT64, convertedtype=UINT_64"` + EvictionScanSize int64 `parquet:"name=eviction_scan_size, type=INT64"` + StartingEvictionScanLevel int64 `parquet:"name=starting_eviction_scan_level, type=INT64, convertedtype=UINT_64"` + LedgerMaxTxCount int64 `parquet:"name=ledger_max_tx_count, type=INT64, convertedtype=UINT_64"` + BucketListSizeWindow []int64 `parquet:"name=bucket_list_size_window, type=INT64, repetitiontype=REPEATED"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` +} + +// TtlOutputParquet is a representation of soroban ttl that aligns with the Bigquery table ttls +type TtlOutputParquet struct { + KeyHash string `parquet:"name=key_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + LiveUntilLedgerSeq int64 `parquet:"name=live_until_ledger_seq, type=INT64, convertedtype=UINT_64"` + LastModifiedLedger int64 `parquet:"name=last_modified_ledger, type=INT64, convertedtype=UINT_64"` + LedgerEntryChange int64 `parquet:"name=ledger_entry_change, type=INT64, convertedtype=UINT_64"` + Deleted bool `parquet:"name=deleted, type=BOOLEAN"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` +} + +// ContractEventOutputParquet is a representation of soroban contract events and diagnostic events +type ContractEventOutputParquet struct { + TransactionHash string `parquet:"name=transaction_hash, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TransactionID int64 `parquet:"name=transaction_id, type=INT64"` + Successful bool `parquet:"name=successful, type=BOOLEAN"` + LedgerSequence int64 `parquet:"name=ledger_sequence, type=INT64, convertedtype=UINT_64"` + ClosedAt int64 `parquet:"name=closed_at, type=INT64, convertedtype=TIMESTAMP_MILLIS"` + InSuccessfulContractCall bool `parquet:"name=in_successful_contract_call, type=BOOLEAN"` + ContractId string `parquet:"name=contract_id, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Type int32 `parquet:"name=type, type=INT32"` + TypeString string `parquet:"name=type_string, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Topics string `parquet:"name=topics, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + TopicsDecoded string `parquet:"name=topics_decoded, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + Data string `parquet:"name=data, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + DataDecoded string `parquet:"name=data_decoded, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` + ContractEventXDR string `parquet:"name=contract_event_xdr, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"` +} diff --git a/internal/utils/main.go b/internal/utils/main.go index 2a7bfb7a..b1936068 100644 --- a/internal/utils/main.go +++ b/internal/utils/main.go @@ -240,6 +240,7 @@ func AddCommonFlags(flags *pflag.FlagSet) { flags.Uint32("num-workers", 10, "Number of workers to spawn that read txmeta files from the datastore.") flags.Uint32("retry-limit", 3, "Datastore GetLedger retry limit.") flags.Uint32("retry-wait", 5, "Time in seconds to wait for GetLedger retry.") + flags.Bool("write-parquet", false, "If set, write output as parquet files.") } // AddArchiveFlags adds the history archive specific flags: output, and limit @@ -247,6 +248,7 @@ func AddCommonFlags(flags *pflag.FlagSet) { func AddArchiveFlags(objectName string, flags *pflag.FlagSet) { flags.Uint32P("start-ledger", "s", 2, "The ledger sequence number for the beginning of the export period. Defaults to genesis ledger") flags.StringP("output", "o", "exported_"+objectName+".txt", "Filename of the output file") + flags.String("parquet-output", "exported_"+objectName+".parquet", "Filename of the parquet output file") flags.Int64P("limit", "l", -1, "Maximum number of "+objectName+" to export. If the limit is set to a negative number, all the objects in the provided range are exported") } @@ -267,6 +269,7 @@ func AddCoreFlags(flags *pflag.FlagSet, defaultFolder string) { flags.Uint32P("batch-size", "b", 64, "number of ledgers to export changes from in each batches") // TODO: https://stellarorg.atlassian.net/browse/HUBBLE-386 Move output to different flag group flags.StringP("output", "o", defaultFolder, "Folder that will contain the output files") + flags.String("parquet-output", defaultFolder, "Folder that will contain the parquet output files") flags.Uint32P("start-ledger", "s", 2, "The ledger sequence number for the beginning of the export period. Defaults to genesis ledger") } @@ -300,10 +303,12 @@ type FlagValues struct { RetryLimit uint32 RetryWait uint32 Path string + ParquetPath string Limit int64 Bucket string Credentials string Provider string + WriteParquet bool } // MustFlags gets the values of the the flags for all commands. @@ -375,6 +380,11 @@ func MustFlags(flags *pflag.FlagSet, logger *EtlLogger) FlagValues { logger.Fatal("could not get output filename: ", err) } + parquetPath, err := flags.GetString("parquet-output") + if err != nil { + logger.Fatal("could not get parquet-output filename: ", err) + } + limit, err := flags.GetInt64("limit") if err != nil { logger.Fatal("could not get limit: ", err) @@ -395,6 +405,11 @@ func MustFlags(flags *pflag.FlagSet, logger *EtlLogger) FlagValues { logger.Fatal("could not get cloud provider: ", err) } + writeParquet, err := flags.GetBool("write-parquet") + if err != nil { + logger.Fatal("could not get write-parquet flag: ", err) + } + return FlagValues{ StartNum: startNum, EndNum: endNum, @@ -409,10 +424,12 @@ func MustFlags(flags *pflag.FlagSet, logger *EtlLogger) FlagValues { RetryLimit: retryLimit, RetryWait: retryWait, Path: path, + ParquetPath: parquetPath, Limit: limit, Bucket: bucket, Credentials: credentials, Provider: provider, + WriteParquet: writeParquet, } } @@ -428,6 +445,7 @@ type CommonFlagValues struct { NumWorkers uint32 RetryLimit uint32 RetryWait uint32 + WriteParquet bool } // MustCommonFlags gets the values of the the flags common to all commands: end-ledger and strict-export. @@ -488,6 +506,11 @@ func MustCommonFlags(flags *pflag.FlagSet, logger *EtlLogger) CommonFlagValues { logger.Fatal("could not get retry-wait uint32: ", err) } + writeParquet, err := flags.GetBool("write-parquet") + if err != nil { + logger.Fatal("could not get write-parquet flag: ", err) + } + return CommonFlagValues{ EndNum: endNum, StrictExport: strictExport, @@ -500,11 +523,12 @@ func MustCommonFlags(flags *pflag.FlagSet, logger *EtlLogger) CommonFlagValues { NumWorkers: numWorkers, RetryLimit: retryLimit, RetryWait: retryWait, + WriteParquet: writeParquet, } } // MustArchiveFlags gets the values of the the history archive specific flags: start-ledger, output, and limit -func MustArchiveFlags(flags *pflag.FlagSet, logger *EtlLogger) (startNum uint32, path string, limit int64) { +func MustArchiveFlags(flags *pflag.FlagSet, logger *EtlLogger) (startNum uint32, path string, parquetPath string, limit int64) { startNum, err := flags.GetUint32("start-ledger") if err != nil { logger.Fatal("could not get start sequence number: ", err) @@ -515,6 +539,11 @@ func MustArchiveFlags(flags *pflag.FlagSet, logger *EtlLogger) (startNum uint32, logger.Fatal("could not get output filename: ", err) } + parquetPath, err = flags.GetString("parquet-output") + if err != nil { + logger.Fatal("could not get parquet-output filename: ", err) + } + limit, err = flags.GetInt64("limit") if err != nil { logger.Fatal("could not get limit: ", err) @@ -554,7 +583,7 @@ func MustCloudStorageFlags(flags *pflag.FlagSet, logger *EtlLogger) (bucket, cre } // MustCoreFlags gets the values for the core-executable, core-config, start ledger batch-size, and output flags. If any do not exist, it stops the program fatally using the logger -func MustCoreFlags(flags *pflag.FlagSet, logger *EtlLogger) (execPath, configPath string, startNum, batchSize uint32, path string) { +func MustCoreFlags(flags *pflag.FlagSet, logger *EtlLogger) (execPath, configPath string, startNum, batchSize uint32, path, parquetPath string) { execPath, err := flags.GetString("core-executable") if err != nil { logger.Fatal("could not get path to stellar-core executable, which is mandatory when not starting at the genesis ledger (ledger 1): ", err) @@ -570,6 +599,11 @@ func MustCoreFlags(flags *pflag.FlagSet, logger *EtlLogger) (execPath, configPat logger.Fatal("could not get output filename: ", err) } + parquetPath, err = flags.GetString("parquet-output") + if err != nil { + logger.Fatal("could not get output filename: ", err) + } + startNum, err = flags.GetUint32("start-ledger") if err != nil { logger.Fatal("could not get start sequence number: ", err)