refactor: optimize row handling in mssql extractor and transformer

.gitignore

@@ -4,6 +4,7 @@
 *.dll
 *.so
 *.dylib
+bin/
 
 # Test binary, built with `go test -c`
 *.test

Makefile

@@ -0,0 +1,80 @@
+.PHONY: build build-linux build-windows build-all clean help
+
+# Variables
+BINARY_NAME=go-migrate
+CMD_PATH=./cmd/go_migrate
+OUTPUT_DIR=bin
+VERSION?=$(shell git describe --tags --always --dirty 2>/dev/null || echo "dev")
+BUILD_TIME=$(shell date -u '+%Y-%m-%d_%H:%M:%S')
+GIT_COMMIT=$(shell git rev-parse --short HEAD 2>/dev/null || echo "unknown")
+
+# Flags de compilación
+LD_FLAGS=-ldflags="-s -w -X main.Version=$(VERSION) -X main.BuildTime=$(BUILD_TIME) -X main.GitCommit=$(GIT_COMMIT)"
+
+# Default: compilar para el SO actual
+build: build-$(OS)
+
+ifeq ($(OS),Windows_NT)
+build-native: build-windows
+else
+build-native: build-linux
+endif
+
+# Compilar para Linux (sin CGO para máxima compatibilidad)
+build-linux:
+	@echo "Compilando para Linux..."
+	@mkdir -p $(OUTPUT_DIR)
+	CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build \
+		$(LD_FLAGS) \
+		-o $(OUTPUT_DIR)/$(BINARY_NAME)-linux-amd64 \
+		$(CMD_PATH)
+	@echo "Binario creado: $(OUTPUT_DIR)/$(BINARY_NAME)-linux-amd64"
+
+# Compilar para Windows
+build-windows:
+	@echo "Compilando para Windows..."
+	@mkdir -p $(OUTPUT_DIR)
+	CGO_ENABLED=0 GOOS=windows GOARCH=amd64 go build \
+		$(LD_FLAGS) \
+		-o $(OUTPUT_DIR)/$(BINARY_NAME)-windows-amd64.exe \
+		$(CMD_PATH)
+	@echo "Binario creado: $(OUTPUT_DIR)/$(BINARY_NAME)-windows-amd64.exe"
+
+# Compilar para ambas plataformas
+build-all: build-linux build-windows
+	@echo ""
+	@echo "Binarios compilados:"
+	@ls -lh $(OUTPUT_DIR)/$(BINARY_NAME)*
+
+# Compilar para Linux arm64 (opcional, para Raspberry Pi, etc.)
+build-linux-arm64:
+	@echo "Compilando para Linux ARM64..."
+	@mkdir -p $(OUTPUT_DIR)
+	CGO_ENABLED=0 GOOS=linux GOARCH=arm64 go build \
+		$(LD_FLAGS) \
+		-o $(OUTPUT_DIR)/$(BINARY_NAME)-linux-arm64 \
+		$(CMD_PATH)
+	@echo "Binario creado: $(OUTPUT_DIR)/$(BINARY_NAME)-linux-arm64"
+
+# Limpiar binarios
+clean:
+	@echo "Limpiando binarios..."
+	@rm -rf $(OUTPUT_DIR)
+	@echo "Limpieza completada"
+
+# Ayuda
+help:
+	@echo "Comandos disponibles:"
+	@echo ""
+	@echo "  make build              - Compilar para el SO actual (Linux/Windows)"
+	@echo "  make build-linux        - Compilar para Linux x86_64"
+	@echo "  make build-windows      - Compilar para Windows x86_64"
+	@echo "  make build-linux-arm64  - Compilar para Linux ARM64 (opcional)"
+	@echo "  make build-all          - Compilar para Linux y Windows"
+	@echo "  make clean              - Eliminar binarios compilados"
+	@echo "  make help               - Mostrar esta ayuda"
+	@echo ""
+	@echo "Ejemplos de uso:"
+	@echo "  make build-all          # Crear binarios para ambas plataformas"
+	@echo "  make build-linux OS=    # Crear solo para Linux"
+	@echo ""

cmd/go_migrate/log.go

@@ -13,5 +13,5 @@ func configureLog() {
 		DisableSorting:  false,
 		PadLevelText:    true,
 	})
-	log.SetLevel(log.InfoLevel)
+	log.SetLevel(log.DebugLevel)
 }

cmd/go_migrate/main.go

@@ -2,17 +2,17 @@ package main
 
 import (
 	"context"
-	"database/sql"
 	"sync"
 	"time"
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db-wrapper"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/extractors"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/loaders"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/table_analyzers"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/transformers"
-	"github.com/jackc/pgx/v5/pgxpool"
 	log "github.com/sirupsen/logrus"
+	"golang.org/x/sync/errgroup"
 )
 
 func main() {
@@ -32,11 +32,33 @@ func main() {
 
 	log.Info("=== Starting migration ===")
 
-	sourceDb, targetDb, connError := connectToDatabases()
-	if connError != nil {
-		log.Fatal("Connection error: ", connError)
+	var wgConnect errgroup.Group
+	var sourceDb, targetDb dbwrapper.DbWrapper
+
+	wgConnect.Go(func() error {
+		var err error
+		sourceDb, err = connectWithTimeout(ctx, migrationConfig.SourceDbType, config.App.SourceDbUrl, 20*time.Second)
+		if err != nil {
+			return err
 		}
 
+		return nil
+	})
+
+	wgConnect.Go(func() error {
+		var err error
+		targetDb, err = connectWithTimeout(ctx, migrationConfig.TargetDbType, config.App.TargetDbUrl, 20*time.Second)
+		if err != nil {
+			return err
+		}
+
+		return nil
+	})
+
+	if err := wgConnect.Wait(); err != nil {
+		log.Error("Connection error: ", err)
+		return
+	}
 	defer sourceDb.Close()
 	defer targetDb.Close()
 
@@ -49,8 +71,10 @@ func main() {
 		status := "OK"
 		if res.Error != nil {
 			status = "FAILED"
-		}
+			log.Infof("[%s] Status: %s | Read: %d | Loaded: %d | Errors: %d | Time: %v | Error: %v", res.JobName, status, res.RowsRead, res.RowsLoaded, res.RowsFailed, res.Duration, res.Error)
+		} else {
 			log.Infof("[%s] Status: %s | Read: %d | Loaded: %d | Errors: %d | Time: %v", res.JobName, status, res.RowsRead, res.RowsLoaded, res.RowsFailed, res.Duration)
+		}
 
 		totalProcessed += res.RowsLoaded
 		if res.Error != nil {
@@ -67,8 +91,8 @@ func main() {
 
 func processMigrationJobs(
 	ctx context.Context,
-	sourceDb *sql.DB,
-	targetDb *pgxpool.Pool,
+	sourceDb dbwrapper.DbWrapper,
+	targetDb dbwrapper.DbWrapper,
 	jobs []config.Job,
 	maxParallelWorkers int,
 ) []JobResult {
@@ -103,6 +127,7 @@ func processMigrationJobs(
 				log.Infof("[worker %d] >>> Processing job: %s.%s <<<", i, job.SourceTable.Schema, job.SourceTable.Table)
 				res := processMigrationJob(
 					ctx,
+					targetDb,
 					sourceTableAnalyzer,
 					targetTableAnalyzer,
 					extractor,
@@ -133,3 +158,19 @@ func processMigrationJobs(
 
 	return finalResults
 }
+
+func connectWithTimeout(ctx context.Context, dbType string, dbUrl string, timeout time.Duration) (dbwrapper.DbWrapper, error) {
+	localCtx, cancel := context.WithTimeout(ctx, timeout)
+	defer cancel()
+
+	sourceDb, err := dbwrapper.New(dbType)
+	if err != nil {
+		return nil, err
+	}
+
+	if err = sourceDb.Connect(localCtx, dbUrl); err != nil {
+		return nil, err
+	}
+
+	return sourceDb, nil
+}

cmd/go_migrate/process.go

@@ -2,13 +2,16 @@ package main
 
 import (
 	"context"
+	"fmt"
 	"sync"
 	"sync/atomic"
 	"time"
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	dbwrapper "git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db-wrapper"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/extractors"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl/table_analyzers"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
 	log "github.com/sirupsen/logrus"
@@ -17,6 +20,7 @@ import (
 
 func processMigrationJob(
 	ctx context.Context,
+	targetDbWrapper dbwrapper.DbWrapper,
 	sourceTableAnalyzer etl.TableAnalyzer,
 	targetTableAnalyzer etl.TableAnalyzer,
 	extractor etl.Extractor,
@@ -24,7 +28,7 @@ func processMigrationJob(
 	loader etl.Loader,
 	job config.Job,
 ) JobResult {
-	jobCtx, cancel := context.WithCancel(ctx)
+	localCtx, cancel := context.WithCancel(ctx)
 	defer cancel()
 
 	result := JobResult{
@@ -39,7 +43,7 @@ func processMigrationJob(
 
 	wgQueryColumnTypes.Go(func() error {
 		var err error
-		sourceColTypes, err = sourceTableAnalyzer.QueryColumnTypes(jobCtx, job.SourceTable.TableInfo)
+		sourceColTypes, err = sourceTableAnalyzer.QueryColumnTypes(localCtx, job.SourceTable.TableInfo)
 		if err != nil {
 			return err
 		}
@@ -49,7 +53,7 @@ func processMigrationJob(
 
 	wgQueryColumnTypes.Go(func() error {
 		var err error
-		targetColTypes, err = targetTableAnalyzer.QueryColumnTypes(jobCtx, job.TargetTable.TableInfo)
+		targetColTypes, err = targetTableAnalyzer.QueryColumnTypes(localCtx, job.TargetTable.TableInfo)
 		if err != nil {
 			return err
 		}
@@ -63,8 +67,15 @@ func processMigrationJob(
 		return result
 	}
 
+	for _, query := range job.PreSQL {
+		if _, err := targetDbWrapper.Exec(localCtx, query); err != nil {
+			result.Error = err
+			return result
+		}
+	}
+
 	partitions, err := table_analyzers.PartitionRangeGenerator(
-		jobCtx,
+		localCtx,
 		sourceTableAnalyzer,
 		job.SourceTable.TableInfo,
 		job.SourceTable.PrimaryKey,
@@ -75,7 +86,6 @@ func processMigrationJob(
 	}
 
 	chJobErrors := make(chan custom_errors.JobError, job.QueueSize)
-	chExtractorErrors := make(chan custom_errors.ExtractorError, job.QueueSize)
 	chLoadersErrors := make(chan custom_errors.LoaderError, job.QueueSize)
 	chPartitions := make(chan models.Partition, job.QueueSize)
 	chBatchesRaw := make(chan models.Batch, job.QueueSize)
@@ -88,24 +98,17 @@ func processMigrationJob(
 	var wgLoaders sync.WaitGroup
 
 	go func() {
-		if err := custom_errors.JobErrorHandler(jobCtx, chJobErrors); err != nil {
+		if err := custom_errors.JobErrorHandler(localCtx, chJobErrors); err != nil {
 			log.Error("Fatal error received from JobErrorHandler, canceling job... - ", err)
 			cancel()
 			result.Error = err
 		}
 	}()
 
-	go custom_errors.ExtractorErrorHandler(
-		jobCtx,
-		job.Retry,
-		chExtractorErrors,
-		chPartitions,
-		chJobErrors,
-		&wgActivePartitions,
-	)
 	go custom_errors.LoaderErrorHandler(
-		jobCtx,
+		localCtx,
 		job.Retry,
+		job.MaxChunkErrors,
 		chLoadersErrors,
 		chBatchesTransformed,
 		chJobErrors,
@@ -117,14 +120,14 @@ func processMigrationJob(
 
 	for range maxExtractors {
 		wgExtractors.Go(func() {
-			extractor.Exec(
-				jobCtx,
+			extractors.Consume(
+				localCtx,
+				extractor,
 				job.SourceTable,
 				sourceColTypes,
 				job.BatchSize,
 				chPartitions,
 				chBatchesRaw,
-				chExtractorErrors,
 				chJobErrors,
 				&wgActivePartitions,
 				&rowsRead,
@@ -144,7 +147,7 @@ func processMigrationJob(
 	for range maxExtractors {
 		wgTransformers.Go(func() {
 			transformer.Exec(
-				jobCtx,
+				localCtx,
 				sourceColTypes,
 				chBatchesRaw,
 				chBatchesTransformed,
@@ -159,7 +162,7 @@ func processMigrationJob(
 	for range job.MaxLoaders {
 		wgLoaders.Go(func() {
 			loader.Exec(
-				jobCtx,
+				localCtx,
 				job.TargetTable,
 				targetColTypes,
 				chBatchesTransformed,
@@ -178,8 +181,6 @@ func processMigrationJob(
 		log.Debugf("wgActivePartitions is empty (%v)", job.Name)
 		close(chPartitions)
 		log.Debugf("chPartitions is closed (%v)", job.Name)
-		close(chExtractorErrors)
-		log.Debugf("chExtractorErrors is closed (%v)", job.Name)
 
 		wgExtractors.Wait()
 		log.Debugf("wgExtractors is empty (%v)", job.Name)
@@ -202,8 +203,15 @@ func processMigrationJob(
 		cancel()
 	}()
 
+	for _, query := range job.PostSQL {
+		if _, err := targetDbWrapper.Exec(localCtx, query); err != nil {
+			result.Error = err
+			return result
+		}
+	}
+
 	log.Debugf("waiting for local context to be done (%v)", job.Name)
-	<-jobCtx.Done()
+	<-localCtx.Done()
 	log.Debugf("local context done (%v)", job.Name)
 
 	if ctx.Err() != nil {
@@ -215,5 +223,9 @@ func processMigrationJob(
 	result.RowsLoaded = atomic.LoadInt64(&rowsLoaded)
 	result.RowsFailed = atomic.LoadInt64(&rowsFailed)
 
+	if result.RowsRead != result.RowsLoaded {
+		result.Error = fmt.Errorf("Row count mismatch: extracted %d rows but loaded %d rows (failed: %d)", result.RowsRead, result.RowsLoaded, result.RowsFailed)
+	}
+
 	return result
 }

config.yaml

@@ -10,6 +10,8 @@ defaults:
   batches_per_partition: 8
   truncate_target: true
   truncate_method: TRUNCATE # TRUNCATE | DELETE
+  max_partition_errrors: 5
+  max_chunk_errors: 5
   retry:
     attempts: 3
     base_delay_ms: 500
@@ -26,6 +28,14 @@ jobs:
     target:
       schema: Cartografia
       table: MANZANA
+    pre_sql: 
+      - 'SELECT 1'
+      # - 'TRUNCATE TABLE "Cartografia"."MANZANA"'
+    range:
+      min: 1000000
+      max: 2000000
+      is_min_inclusive: false
+      is_max_inclusive: true
 
   - name: red_puerto
     enabled: true
@@ -36,3 +46,8 @@ jobs:
     target:
       schema: Red
       table: PUERTO
+    pre_sql: 
+      - 'SELECT 1'
+      # - 'TRUNCATE TABLE "Red"."PUERTO"'
+    post_sql: 
+      - "SELECT 1"

internal/app/config/migration.go

@@ -22,6 +22,8 @@ type JobConfig struct {
 	BatchesPerPartition int         `yaml:"batches_per_partition"`
 	TruncateTarget      bool        `yaml:"truncate_target"`
 	TruncateMethod      string      `yaml:"truncate_method"`
+	MaxPartitionErrrors int         `yaml:"max_partition_errrors"`
+	MaxChunkErrors      int         `yaml:"max_chunk_errors"`
 	Retry               RetryConfig `yaml:"retry"`
 	RowsPerPartition    int64
 }
@@ -48,6 +50,12 @@ type Job struct {
 	PreSQL      []string        `yaml:"pre_sql"`
 	PostSQL     []string        `yaml:"post_sql"`
 	JobConfig   `yaml:",inline"`
+	Range       struct {
+		Min            int64 `yaml:"min"`
+		Max            int64 `yaml:"max"`
+		IsMinInclusive bool  `yaml:"is_min_inclusive"`
+		IsMaxInclusive bool  `yaml:"is_max_inclusive"`
+	}
 }
 
 type MigrationConfig struct {
@@ -74,6 +82,8 @@ func (c *MigrationConfig) UnmarshalYAML(value *yaml.Node) error {
 
 	c.MaxParallelWorkers = raw.MaxParallelWorkers
 	c.Defaults = raw.Defaults
+	c.SourceDbType = raw.SourceDbType
+	c.TargetDbType = raw.TargetDbType
 	c.Defaults.RowsPerPartition = int64(raw.Defaults.BatchSize * raw.Defaults.BatchesPerPartition)
 
 	for _, node := range raw.Jobs {

internal/app/custom_errors/extractor.error.go

@@ -1,13 +1,7 @@
 package custom_errors
 
 import (
-	"context"
-	"fmt"
-	"sync"
-
-	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
-	"github.com/google/uuid"
 )
 
 type ExtractorError struct {
@@ -20,82 +14,3 @@ type ExtractorError struct {
 func (e *ExtractorError) Error() string {
 	return e.Msg
 }
-
-func ExtractorErrorHandler(
-	ctx context.Context,
-	retryConfig config.RetryConfig,
-	chErrorsIn <-chan ExtractorError,
-	chPartitionsOut chan<- models.Partition,
-	chJobErrorsOut chan<- JobError,
-	wgActivePartitions *sync.WaitGroup,
-) {
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-
-		case err, ok := <-chErrorsIn:
-			if !ok {
-				return
-			}
-
-			if err.Partition.RetryCounter >= retryConfig.Attempts {
-				wgActivePartitions.Done()
-				jobError := JobError{
-					ShouldCancelJob: false,
-					Msg:             fmt.Sprintf("Partition %v reached max retries (%d)", err.Partition.Id, retryConfig.Attempts),
-					Prev:            &err,
-				}
-
-				select {
-				case chJobErrorsOut <- jobError:
-				case <-ctx.Done():
-					return
-				}
-
-				continue
-			} else {
-				jobError := JobError{
-					ShouldCancelJob: false,
-					Msg:             fmt.Sprintf("Temporal error in partition %v (retries: %d)", err.Partition.Id, err.Partition.RetryCounter),
-					Prev:            &err,
-				}
-
-				select {
-				case chJobErrorsOut <- jobError:
-				case <-ctx.Done():
-					return
-				}
-			}
-
-			newPartition := err.Partition
-			newPartition.RetryCounter++
-
-			delay := computeBackoffDelay(
-				newPartition.RetryCounter,
-				retryConfig.BaseDelayMs,
-				retryConfig.MaxDelayMs,
-				retryConfig.MaxJitterMs,
-			)
-
-			if err.HasLastId {
-				newPartition.ParentId = err.Partition.Id
-				newPartition.Id = uuid.New()
-				newPartition.LowerLimit = err.LastId
-				newPartition.IsLowerLimitInclusive = false
-			}
-
-			requeueWithBackoff(ctx, delay, func() {
-				select {
-				case chPartitionsOut <- newPartition:
-				case <-ctx.Done():
-					return
-				}
-			})
-		}
-	}
-}

internal/app/custom_errors/loader.error.go

@@ -21,11 +21,14 @@ func (e *LoaderError) Error() string {
 func LoaderErrorHandler(
 	ctx context.Context,
 	retryConfig config.RetryConfig,
+	maxChunkErrors int,
 	chErrorsIn <-chan LoaderError,
 	chBatchesOut chan<- models.Batch,
 	chJobErrorsOut chan<- JobError,
 	wgActiveBatches *sync.WaitGroup,
 ) {
+	definitiveErrors := 0
+
 	for {
 		if ctx.Err() != nil {
 			return
@@ -42,6 +45,7 @@ func LoaderErrorHandler(
 
 			if err.Batch.RetryCounter >= retryConfig.Attempts {
 				wgActiveBatches.Done()
+				definitiveErrors++
 				jobError := JobError{
 					ShouldCancelJob: false,
 					Msg:             fmt.Sprintf("Batch %v reached max retries (%d)", err.Batch.Id, retryConfig.Attempts),
@@ -54,6 +58,20 @@ func LoaderErrorHandler(
 					return
 				}
 
+				if maxChunkErrors > 0 && definitiveErrors >= maxChunkErrors {
+					fatalError := JobError{
+						ShouldCancelJob: true,
+						Msg:             fmt.Sprintf("Chunk error limit reached (%d)", maxChunkErrors),
+						Prev:            &err,
+					}
+
+					select {
+					case chJobErrorsOut <- fatalError:
+					case <-ctx.Done():
+						return
+					}
+				}
+
 				continue
 			} else {
 				jobError := JobError{

internal/app/db-wrapper/main.go

@@ -0,0 +1,19 @@
+package dbwrapper
+
+import "fmt"
+
+type Factory func() DbWrapper
+
+var drivers = make(map[string]Factory)
+
+func Register(name string, factory Factory) {
+	drivers[name] = factory
+}
+
+func New(driverType string) (DbWrapper, error) {
+	factory, ok := drivers[driverType]
+	if !ok {
+		return nil, fmt.Errorf("driver not yet supported: %s", driverType)
+	}
+	return factory(), nil
+}

internal/app/db-wrapper/mssql.go

@@ -0,0 +1,176 @@
+package dbwrapper
+
+import (
+	"context"
+	"database/sql"
+	"fmt"
+
+	mssql "github.com/microsoft/go-mssqldb"
+)
+
+func init() {
+	Register("sqlserver", func() DbWrapper {
+		return &mssqlDbWrapper{dialect: "sqlserver"}
+	})
+}
+
+type mssqlRowResult struct {
+	row *sql.Row
+}
+
+func (mr *mssqlRowResult) Scan(dest ...any) error {
+	return mr.row.Scan(dest...)
+}
+
+type mssqlRowsResult struct {
+	columns []string
+	rows    *sql.Rows
+}
+
+func (mr *mssqlRowsResult) Close() error {
+	return mr.rows.Close()
+}
+
+func (mr *mssqlRowsResult) Columns() ([]string, error) {
+	if mr.columns != nil {
+		return mr.columns, nil
+	}
+
+	return mr.rows.Columns()
+}
+
+func (mr *mssqlRowsResult) Err() error {
+	return mr.rows.Err()
+}
+
+func (mr *mssqlRowsResult) Next() bool {
+	return mr.rows.Next()
+}
+
+func (mr *mssqlRowsResult) Scan(dest ...any) error {
+	return mr.rows.Scan(dest...)
+}
+
+func (mr *mssqlRowsResult) Values() ([]any, error) {
+	columns, err := mr.Columns()
+	if err != nil {
+		return nil, err
+	}
+
+	rowValues := make([]any, len(columns))
+	scanArgs := make([]any, len(columns))
+	for i := range rowValues {
+		scanArgs[i] = &rowValues[i]
+	}
+
+	if err := mr.rows.Scan(scanArgs...); err != nil {
+		return nil, err
+	}
+
+	return rowValues, nil
+}
+
+type mssqlDbWrapper struct {
+	db      *sql.DB
+	dialect string
+}
+
+func (mw *mssqlDbWrapper) Connect(ctx context.Context, dbUrl string) error {
+	db, err := sql.Open("sqlserver", dbUrl)
+	if err != nil {
+		return err
+	}
+
+	if err := db.PingContext(ctx); err != nil {
+		if err := db.Close(); err != nil {
+			return err
+		}
+		return err
+	}
+
+	mw.db = db
+	return nil
+}
+
+func (mw *mssqlDbWrapper) Close() error {
+	return mw.db.Close()
+}
+
+func (mw *mssqlDbWrapper) Exec(ctx context.Context, query string, args ...any) (ExecResult, error) {
+	result, execErr := mw.db.ExecContext(ctx, query, args...)
+	if execErr != nil {
+		return ExecResult{}, execErr
+	}
+
+	affectedRows, err := result.RowsAffected()
+	if err != nil {
+		return ExecResult{}, err
+	}
+
+	return ExecResult{AffectedRows: affectedRows}, nil
+}
+
+func (mw *mssqlDbWrapper) GetDialect() string {
+	return mw.dialect
+}
+
+func (mw *mssqlDbWrapper) Query(ctx context.Context, query string, args ...any) (RowsResult, error) {
+	rows, err := mw.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, err
+	}
+
+	return &mssqlRowsResult{columns: nil, rows: rows}, nil
+}
+
+func (mw *mssqlDbWrapper) QueryRow(ctx context.Context, query string, args ...any) RowResult {
+	row := mw.db.QueryRowContext(ctx, query, args...)
+	return &mssqlRowResult{row: row}
+}
+
+func (mw *mssqlDbWrapper) SaveMassive(ctx context.Context, schema string, table string, columnNames []string, rows [][]any) (int64, error) {
+	tx, err := mw.db.BeginTx(ctx, nil)
+	if err != nil {
+		return 0, err
+	}
+
+	fullTableName := fmt.Sprintf("[%s].[%s]", schema, table)
+
+	stmt, err := tx.PrepareContext(ctx, mssql.CopyIn(fullTableName, mssql.BulkOptions{}, columnNames...))
+	if err != nil {
+		tx.Rollback()
+		return 0, err
+	}
+
+	for _, row := range rows {
+		_, err = stmt.ExecContext(ctx, row...)
+		if err != nil {
+			stmt.Close()
+			tx.Rollback()
+			return 0, err
+		}
+	}
+
+	result, err := stmt.ExecContext(ctx)
+	if err != nil {
+		stmt.Close()
+		tx.Rollback()
+		return 0, err
+	}
+
+	if err := stmt.Close(); err != nil {
+		tx.Rollback()
+		return 0, err
+	}
+
+	if err := tx.Commit(); err != nil {
+		return 0, err
+	}
+
+	rowsAffected, raErr := result.RowsAffected()
+	if raErr != nil {
+		return 0, nil
+	}
+
+	return rowsAffected, nil
+}

internal/app/db-wrapper/postgres.go

@@ -0,0 +1,128 @@
+package dbwrapper
+
+import (
+	"context"
+	"errors"
+
+	"github.com/jackc/pgx/v5"
+	"github.com/jackc/pgx/v5/pgxpool"
+)
+
+func init() {
+	Register("postgres", func() DbWrapper {
+		return &postgresDbWrapper{dialect: "postgres"}
+	})
+}
+
+type postgresRowResult struct {
+	row pgx.Row
+}
+
+func (pr *postgresRowResult) Scan(dest ...any) error {
+	return pr.row.Scan(dest...)
+}
+
+type postgresRowsResult struct {
+	columns []string
+	rows    pgx.Rows
+}
+
+func (pr *postgresRowsResult) Close() error {
+	pr.rows.Close()
+	return nil
+}
+
+func (pr *postgresRowsResult) Columns() ([]string, error) {
+	if pr.columns != nil {
+		return pr.columns, nil
+	}
+
+	rawColumns := pr.rows.FieldDescriptions()
+	if rawColumns == nil {
+		return nil, errors.New("error retrieving columns")
+	}
+
+	columns := make([]string, 0, len(rawColumns))
+	for _, rc := range rawColumns {
+		columns = append(columns, rc.Name)
+	}
+
+	return columns, nil
+}
+
+func (pr *postgresRowsResult) Err() error {
+	return pr.rows.Err()
+}
+
+func (pr *postgresRowsResult) Next() bool {
+	return pr.rows.Next()
+}
+
+func (pr *postgresRowsResult) Scan(dest ...any) error {
+	return pr.rows.Scan(dest...)
+}
+
+func (pr *postgresRowsResult) Values() ([]any, error) {
+	return pr.rows.Values()
+}
+
+type postgresDbWrapper struct {
+	db      *pgxpool.Pool
+	dialect string
+}
+
+func (pw *postgresDbWrapper) Connect(ctx context.Context, dbUrl string) error {
+	pool, err := pgxpool.New(ctx, dbUrl)
+	if err != nil {
+		return err
+	}
+
+	if err := pool.Ping(ctx); err != nil {
+		pool.Close()
+		return err
+	}
+
+	pw.db = pool
+	return nil
+}
+
+func (pw *postgresDbWrapper) Close() error {
+	pw.db.Close()
+	return nil
+}
+
+func (pw *postgresDbWrapper) Exec(ctx context.Context, query string, args ...any) (ExecResult, error) {
+	result, err := pw.db.Exec(ctx, query, args...)
+	if err != nil {
+		return ExecResult{}, err
+	}
+
+	return ExecResult{AffectedRows: result.RowsAffected()}, nil
+}
+
+func (pw *postgresDbWrapper) GetDialect() string {
+	return pw.dialect
+}
+
+func (pw *postgresDbWrapper) Query(ctx context.Context, query string, args ...any) (RowsResult, error) {
+	rows, err := pw.db.Query(ctx, query, args...)
+	if err != nil {
+		return nil, err
+	}
+
+	return &postgresRowsResult{columns: nil, rows: rows}, nil
+}
+
+func (pw *postgresDbWrapper) QueryRow(ctx context.Context, query string, args ...any) RowResult {
+	row := pw.db.QueryRow(ctx, query, args...)
+	return &postgresRowResult{row: row}
+}
+
+func (pw *postgresDbWrapper) SaveMassive(ctx context.Context, schema string, table string, columnNames []string, rows [][]any) (int64, error) {
+	affectedRows, err := pw.db.CopyFrom(ctx, pgx.Identifier{schema, table}, columnNames, pgx.CopyFromRows(rows))
+	if err != nil {
+		return 0, err
+	}
+
+	return affectedRows, nil
+}

internal/app/db-wrapper/types.go

@@ -0,0 +1,35 @@
+package dbwrapper
+
+import (
+	"context"
+	"errors"
+)
+
+var MethodNotSupported error = errors.New("Method not supported by driver... yet :P")
+
+type ExecResult struct {
+	AffectedRows int64
+}
+
+type RowsResult interface {
+	Close() error
+	Columns() ([]string, error)
+	Err() error
+	Next() bool
+	Scan(dest ...any) error
+	Values() ([]any, error)
+}
+
+type RowResult interface {
+	Scan(dest ...any) error
+}
+
+type DbWrapper interface {
+	Close() error
+	Connect(ctx context.Context, dbUrl string) error
+	Exec(ctx context.Context, query string, args ...any) (ExecResult, error)
+	GetDialect() string
+	Query(ctx context.Context, query string, args ...any) (RowsResult, error)
+	QueryRow(ctx context.Context, query string, args ...any) RowResult
+	SaveMassive(ctx context.Context, schema string, table string, columnNames []string, rows [][]any) (int64, error)
+}

internal/app/db/postgres.go

@@ -1,28 +0,0 @@
-package db
-
-import (
-	"context"
-	"fmt"
-
-	"github.com/jackc/pgx/v5/pgxpool"
-)
-
-func Connect(ctx context.Context, dbURL string) (*pgxpool.Pool, error) {
-	pool, err := pgxpool.New(ctx, dbURL)
-	if err != nil {
-		return nil, fmt.Errorf("unable to connect to database: %w", err)
-	}
-
-	if err := pool.Ping(ctx); err != nil {
-		pool.Close()
-		return nil, fmt.Errorf("unable to ping database: %w", err)
-	}
-
-	return pool, nil
-}
-
-func Close(pool *pgxpool.Pool) {
-	if pool != nil {
-		pool.Close()
-	}
-}

internal/app/etl/extractors/consumer.go

@@ -0,0 +1,92 @@
+package extractors
+
+import (
+	"context"
+	"errors"
+	"slices"
+	"strings"
+	"sync"
+	"sync/atomic"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
+)
+
+func Consume(
+	ctx context.Context,
+	extractor etl.Extractor,
+	tableInfo config.SourceTableInfo,
+	columns []models.ColumnType,
+	batchSize int,
+	chPartitionsIn <-chan models.Partition,
+	chBatchesOut chan<- models.Batch,
+	chErrorsOut chan<- custom_errors.JobError,
+	wgActivePartitions *sync.WaitGroup,
+	rowsRead *int64,
+) {
+	indexPrimaryKey := slices.IndexFunc(columns, func(col models.ColumnType) bool {
+		return strings.EqualFold(col.Name(), tableInfo.PrimaryKey)
+	})
+
+	if indexPrimaryKey == -1 {
+		select {
+		case <-ctx.Done():
+			return
+		case chErrorsOut <- custom_errors.JobError{
+			ShouldCancelJob: true,
+			Msg:             "Primary key not found in provided columns",
+		}:
+		}
+		return
+	}
+
+	for {
+		if ctx.Err() != nil {
+			return
+		}
+
+		select {
+		case <-ctx.Done():
+			return
+		case partition, ok := <-chPartitionsIn:
+			if !ok {
+				return
+			}
+
+			rowsReadResult, err := extractWithRetries(
+				ctx,
+				extractor,
+				tableInfo,
+				columns,
+				batchSize,
+				partition,
+				indexPrimaryKey,
+				chBatchesOut,
+			)
+			wgActivePartitions.Done()
+
+			if rowsReadResult > 0 {
+				atomic.AddInt64(rowsRead, rowsReadResult)
+			}
+
+			if err != nil {
+				var jobError *custom_errors.JobError
+				if errors.As(err, &jobError) {
+					select {
+					case <-ctx.Done():
+						return
+					case chErrorsOut <- *jobError:
+					}
+				} else {
+					select {
+					case <-ctx.Done():
+						return
+					case chErrorsOut <- custom_errors.JobError{ShouldCancelJob: false, Msg: err.Error(), Prev: err}:
+					}
+				}
+			}
+		}
+	}
+}

internal/app/etl/extractors/extract-with-retries.go

@@ -0,0 +1,70 @@
+package extractors
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"time"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
+	"github.com/google/uuid"
+)
+
+func extractWithRetries(
+	ctx context.Context,
+	extractor etl.Extractor,
+	tableInfo config.SourceTableInfo,
+	columns []models.ColumnType,
+	batchSize int,
+	partition models.Partition,
+	indexPrimaryKey int,
+	chBatchesOut chan<- models.Batch,
+) (int64, error) {
+	var totalRowsRead int64
+	delay := time.Duration(time.Second * 1)
+	currentParitition := partition
+
+	for {
+		rowsRead, err := extractor.Exec(
+			ctx,
+			tableInfo,
+			columns,
+			batchSize,
+			currentParitition,
+			indexPrimaryKey,
+			chBatchesOut,
+		)
+		totalRowsRead += rowsRead
+
+		if err == nil {
+			return totalRowsRead, nil
+		}
+
+		var exError *custom_errors.ExtractorError
+		if errors.As(err, &exError) {
+			currentParitition.RetryCounter++
+
+			if currentParitition.RetryCounter > 3 {
+				return totalRowsRead, &custom_errors.JobError{
+					Msg:  fmt.Sprintf("Partition %v reached max retries", exError.Partition.Id),
+					Prev: err,
+				}
+			}
+
+			if exError.HasLastId {
+				currentParitition.ParentId = exError.Partition.Id
+				currentParitition.Id = uuid.New()
+				currentParitition.Range.Min = exError.LastId
+				currentParitition.Range.IsMinInclusive = false
+			}
+
+			time.Sleep(delay)
+			continue
+		}
+
+		return totalRowsRead, err
+	}
+}

internal/app/etl/extractors/main.go

@@ -0,0 +1,64 @@
+package extractors
+
+import (
+	"context"
+	"fmt"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/convert"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
+	"github.com/google/uuid"
+)
+
+func errorFromLastPartitionRow(
+	lastRow models.UnknownRowValues,
+	indexPrimaryKey int,
+	partition models.Partition,
+	previousError error,
+) error {
+	lastIdRawValue := lastRow[indexPrimaryKey]
+
+	lastId, ok := convert.ToInt64(lastIdRawValue)
+	if !ok {
+		currentPartition := partition
+		currentPartition.RetryCounter = 3
+		return &custom_errors.ExtractorError{
+			Partition: currentPartition,
+			HasLastId: true,
+			Msg:       fmt.Sprintf("Couldn't cast last id value as int: %s", previousError.Error()),
+		}
+
+	}
+
+	return &custom_errors.ExtractorError{
+		Partition: partition,
+		HasLastId: true,
+		LastId:    lastId,
+		Msg:       previousError.Error(),
+	}
+}
+
+func sendBatch(ctx context.Context, chBatchesOut chan<- models.Batch, batch models.Batch) error {
+	select {
+	case chBatchesOut <- batch:
+		return nil
+	case <-ctx.Done():
+		return ctx.Err()
+	}
+}
+
+func flush(
+	ctx context.Context,
+	partition *models.Partition,
+	batchSize int,
+	batchRows []models.UnknownRowValues,
+	chBatchesOut chan<- models.Batch,
+) error {
+	if len(batchRows) == 0 {
+		return nil
+	}
+
+	batch := models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows}
+	batchRows = make([]models.UnknownRowValues, 0, batchSize)
+	return sendBatch(ctx, chBatchesOut, batch)
+}

internal/app/etl/extractors/mssql.go

@@ -3,26 +3,20 @@ package extractors
 import (
 	"context"
 	"database/sql"
-	"errors"
 	"fmt"
-	"slices"
 	"strings"
-	"sync"
-	"sync/atomic"
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
-	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/convert"
-	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	dbwrapper "git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db-wrapper"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
-	"github.com/google/uuid"
 )
 
 type MssqlExtractor struct {
-	db *sql.DB
+	db dbwrapper.DbWrapper
 }
 
-func NewMssqlExtractor(db *sql.DB) etl.Extractor {
+func NewMssqlExtractor(db dbwrapper.DbWrapper) etl.Extractor {
 	return &MssqlExtractor{db: db}
 }
 
@@ -70,35 +64,7 @@ func buildExtractQueryMssql(
 	return sbQuery.String()
 }
 
-func errorFromLastRow(
-	lastRow models.UnknownRowValues,
-	indexPrimaryKey int,
-	partition *models.Partition,
-	previousError error,
-) *custom_errors.ExtractorError {
-	lastIdRawValue := lastRow[indexPrimaryKey]
-
-	lastId, ok := convert.ToInt64(lastIdRawValue)
-	if !ok {
-		currentPartition := *partition
-		currentPartition.RetryCounter = 3
-		return &custom_errors.ExtractorError{
-			Partition: currentPartition,
-			HasLastId: true,
-			Msg:       fmt.Sprintf("Couldn't cast last id value as int: %s", previousError.Error()),
-		}
-
-	}
-
-	return &custom_errors.ExtractorError{
-		Partition: *partition,
-		HasLastId: true,
-		LastId:    lastId,
-		Msg:       previousError.Error(),
-	}
-}
-
-func (mssqlEx *MssqlExtractor) ProcessPartition(
+func (mssqlEx *MssqlExtractor) Exec(
 	ctx context.Context,
 	tableInfo config.SourceTableInfo,
 	columns []models.ColumnType,
@@ -106,172 +72,50 @@ func (mssqlEx *MssqlExtractor) ProcessPartition(
 	partition models.Partition,
 	indexPrimaryKey int,
 	chBatchesOut chan<- models.Batch,
-	rowsRead *int64,
-) error {
-	query := buildExtractQueryMssql(tableInfo, columns, partition.ShouldUseRange, partition.IsLowerLimitInclusive)
+) (int64, error) {
+	query := buildExtractQueryMssql(tableInfo, columns, partition.HasRange, partition.Range.IsMinInclusive)
 
 	var queryArgs []any
-	if partition.ShouldUseRange {
-		queryArgs = append(queryArgs,
-			sql.Named("min", partition.LowerLimit),
-			sql.Named("max", partition.UpperLimit),
-		)
+	if partition.HasRange {
+		queryArgs = append(queryArgs, sql.Named("min", partition.Range.Min), sql.Named("max", partition.Range.Max))
 	}
 
-	rows, err := mssqlEx.db.QueryContext(ctx, query, queryArgs...)
+	rows, err := mssqlEx.db.Query(ctx, query, queryArgs...)
 	if err != nil {
-		return &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
+		return 0, err
 	}
 	defer rows.Close()
 
 	batchRows := make([]models.UnknownRowValues, 0, batchSize)
+	var rowsRead int64 = 0
 
 	for rows.Next() {
-		rowValues := make([]any, len(columns))
-		scanArgs := make([]any, len(columns))
-
-		for i := range rowValues {
-			scanArgs[i] = &rowValues[i]
-		}
-
-		if err := rows.Scan(scanArgs...); err != nil {
-			if len(batchRows) == 0 {
-				return &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
-			}
-
-			lastRow := batchRows[len(batchRows)-1]
-
-			select {
-			case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
-			case <-ctx.Done():
-				return nil
-			}
-
-			atomic.AddInt64(rowsRead, int64(len(batchRows)))
-
-			return errorFromLastRow(lastRow, indexPrimaryKey, &partition, err)
-		}
-
-		batchRows = append(batchRows, rowValues)
-
-		if len(batchRows) >= batchSize {
-			select {
-			case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
-			case <-ctx.Done():
-				return nil
-			}
-
-			atomic.AddInt64(rowsRead, int64(len(batchRows)))
-			batchRows = make([]models.UnknownRowValues, 0, batchSize)
-		}
-	}
-
-	if err := rows.Err(); err != nil {
-		if errors.Is(err, ctx.Err()) {
-			return ctx.Err()
-		}
-
-		if len(batchRows) == 0 {
-			return &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
-		}
-
-		lastRow := batchRows[len(batchRows)-1]
-		return errorFromLastRow(lastRow, indexPrimaryKey, &partition, err)
-	}
-
-	if len(batchRows) > 0 {
-		select {
-		case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
-		case <-ctx.Done():
-			return nil
-		}
-
-		atomic.AddInt64(rowsRead, int64(len(batchRows)))
-	}
-
-	return nil
-}
-
-func (mssqlEx *MssqlExtractor) Exec(
-	ctx context.Context,
-	tableInfo config.SourceTableInfo,
-	columns []models.ColumnType,
-	batchSize int,
-	chPartitionsIn <-chan models.Partition,
-	chBatchesOut chan<- models.Batch,
-	chErrorsOut chan<- custom_errors.ExtractorError,
-	chJobErrorsOut chan<- custom_errors.JobError,
-	wgActivePartitions *sync.WaitGroup,
-	rowsRead *int64,
-) {
-	indexPrimaryKey := slices.IndexFunc(columns, func(col models.ColumnType) bool {
-		return strings.EqualFold(col.Name(), tableInfo.PrimaryKey)
-	})
-
-	if indexPrimaryKey == -1 {
-		select {
-		case <-ctx.Done():
-			return
-		case chJobErrorsOut <- custom_errors.JobError{
-			ShouldCancelJob: true,
-			Msg:             "Primary key not found in provided columns",
-		}:
-		}
-
-		return
-	}
-
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-		case partition, ok := <-chPartitionsIn:
-			if !ok {
-				return
-			}
-
-			err := mssqlEx.ProcessPartition(
-				ctx,
-				tableInfo,
-				columns,
-				batchSize,
-				partition,
-				indexPrimaryKey,
-				chBatchesOut,
-				rowsRead,
-			)
-
+		values, err := rows.Values()
 		if err != nil {
-				var exError *custom_errors.ExtractorError
-				var jobError *custom_errors.JobError
-				if errors.As(err, &exError) {
-					select {
-					case <-ctx.Done():
-						return
-					case chErrorsOut <- *exError:
+			if len(batchRows) == 0 {
+				return rowsRead, err
 			}
-				} else if errors.As(err, &jobError) {
-					select {
-					case <-ctx.Done():
-						return
-					case chJobErrorsOut <- *jobError:
+
+			if err := flush(ctx, &partition, batchSize, batchRows, chBatchesOut); err != nil {
+				return rowsRead, err
+			}
+
+			lastRow := batchRows[len(batchRows)-1]
+			return rowsRead, errorFromLastPartitionRow(lastRow, indexPrimaryKey, partition, err)
+		}
+		rowsRead++
+
+		batchRows = append(batchRows, values)
+		if len(batchRows) >= batchSize {
+			if err := flush(ctx, &partition, batchSize, batchRows, chBatchesOut); err != nil {
+				return rowsRead, err
 			}
-				} else {
-					select {
-					case <-ctx.Done():
-						return
-					case chErrorsOut <- custom_errors.ExtractorError{Partition: partition, Msg: err.Error()}:
 		}
 	}
 
-				continue
+	if err := flush(ctx, &partition, batchSize, batchRows, chBatchesOut); err != nil {
+		return rowsRead, err
 	}
 
-			wgActivePartitions.Done()
-		}
-	}
+	return rowsRead, rows.Err()
 }

internal/app/etl/extractors/postgres.go

@@ -5,23 +5,21 @@ import (
 	"errors"
 	"fmt"
 	"strings"
-	"sync"
-	"sync/atomic"
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	dbwrapper "git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db-wrapper"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
 	"github.com/google/uuid"
-	"github.com/jackc/pgx/v5/pgxpool"
 )
 
 type PostgresExtractor struct {
-	db *pgxpool.Pool
+	db dbwrapper.DbWrapper
 }
 
-func NewPostgresExtractor(pool *pgxpool.Pool) etl.Extractor {
-	return &PostgresExtractor{db: pool}
+func NewPostgresExtractor(db dbwrapper.DbWrapper) etl.Extractor {
+	return &PostgresExtractor{db: db}
 }
 
 func buildExtractQueryPostgres(sourceDbInfo config.SourceTableInfo, columns []models.ColumnType) string {
@@ -52,7 +50,7 @@ func buildExtractQueryPostgres(sourceDbInfo config.SourceTableInfo, columns []mo
 	return fmt.Sprintf(`SELECT %s FROM "%s"."%s"  ORDER BY "%s" ASC`, sbColumns.String(), sourceDbInfo.Schema, sourceDbInfo.Table, sourceDbInfo.PrimaryKey)
 }
 
-func (postgresEx *PostgresExtractor) ProcessPartition(
+func (postgresEx *PostgresExtractor) Exec(
 	ctx context.Context,
 	tableInfo config.SourceTableInfo,
 	columns []models.ColumnType,
@@ -60,17 +58,17 @@ func (postgresEx *PostgresExtractor) ProcessPartition(
 	partition models.Partition,
 	indexPrimaryKey int,
 	chBatchesOut chan<- models.Batch,
-	rowsRead *int64,
-) error {
+) (int64, error) {
 	query := buildExtractQueryPostgres(tableInfo, columns)
 
-	if partition.ShouldUseRange {
-		return errors.New("Batch config not yet supported")
+	if partition.HasRange {
+		return 0, errors.New("Batch config not yet supported")
 	}
 
+	var rowsRead int64 = 0
 	rows, err := postgresEx.db.Query(ctx, query)
 	if err != nil {
-		return &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
+		return rowsRead, &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
 	}
 	defer rows.Close()
 
@@ -79,8 +77,9 @@ func (postgresEx *PostgresExtractor) ProcessPartition(
 	for rows.Next() {
 		values, err := rows.Values()
 		if err != nil {
-			return errors.New("Unexpected error reading rows from source")
+			return rowsRead, errors.New("Unexpected error reading rows from source")
 		}
+		rowsRead++
 
 		batchRows = append(batchRows, values)
 
@@ -88,41 +87,24 @@ func (postgresEx *PostgresExtractor) ProcessPartition(
 			select {
 			case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
 			case <-ctx.Done():
-				return nil
+				return rowsRead, ctx.Err()
 			}
 
-			atomic.AddInt64(rowsRead, int64(len(batchRows)))
 			batchRows = make([]models.UnknownRowValues, 0, batchSize)
 		}
 	}
 
 	if err := rows.Err(); err != nil {
-		return errors.New("Unexpected error reading rows from source")
+		return rowsRead, errors.New("Unexpected error reading rows from source")
 	}
 
 	if len(batchRows) > 0 {
 		select {
 		case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
 		case <-ctx.Done():
-			return nil
+			return rowsRead, nil
+		}
 	}
 
-		atomic.AddInt64(rowsRead, int64(len(batchRows)))
-	}
-
-	return nil
-}
-
-func (postgresEx *PostgresExtractor) Exec(
-	ctx context.Context,
-	tableInfo config.SourceTableInfo,
-	columns []models.ColumnType,
-	batchSize int,
-	chPartitionsIn <-chan models.Partition,
-	chBatchesOut chan<- models.Batch,
-	chErrorsOut chan<- custom_errors.ExtractorError,
-	chJobErrorsOut chan<- custom_errors.JobError,
-	wgActivePartitions *sync.WaitGroup,
-	rowsRead *int64,
-) {
+	return rowsRead, nil
 }

internal/app/etl/extractors/types.go

@@ -1 +0,0 @@
-package extractors

internal/app/etl/loaders/postgres.go

@@ -9,19 +9,18 @@ import (
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/custom_errors"
+	dbwrapper "git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db-wrapper"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
-	"github.com/jackc/pgx/v5"
 	"github.com/jackc/pgx/v5/pgconn"
-	"github.com/jackc/pgx/v5/pgxpool"
 )
 
 type PostgresLoader struct {
-	db *pgxpool.Pool
+	db dbwrapper.DbWrapper
 }
 
-func NewPostgresLoader(pool *pgxpool.Pool) etl.Loader {
-	return &PostgresLoader{db: pool}
+func NewPostgresLoader(db dbwrapper.DbWrapper) etl.Loader {
+	return &PostgresLoader{db: db}
 }
 
 func mapSlice[T any, V any](input []T, mapper func(T) V) []V {
@@ -40,12 +39,12 @@ func (postgresLd *PostgresLoader) ProcessBatch(
 	colNames []string,
 	batch models.Batch,
 ) (int, error) {
-	tableId := pgx.Identifier{tableInfo.Schema, tableInfo.Table}
-	_, err := postgresLd.db.CopyFrom(
+	_, err := postgresLd.db.SaveMassive(
 		ctx,
-		tableId,
+		tableInfo.Schema,
+		tableInfo.Table,
 		colNames,
-		pgx.CopyFromRows(batch.Rows),
+		batch.Rows,
 	)
 
 	if err != nil {
@@ -54,7 +53,7 @@ func (postgresLd *PostgresLoader) ProcessBatch(
 			if pgErr.Code == "23505" {
 				return 0, &custom_errors.JobError{
 					ShouldCancelJob: true,
-					Msg:             fmt.Sprintf("Fatal error in table %s", tableId.Sanitize()),
+					Msg:             fmt.Sprintf("Fatal error in table %s.%s", tableInfo.Schema, tableInfo.Table),
 					Prev:            err,
 				}
 			}

internal/app/etl/table_analyzers/main.go

@@ -24,7 +24,7 @@ func PartitionRangeGenerator(
 	if rowsCount <= rowsPerPartition {
 		return []models.Partition{{
 			Id:           uuid.New(),
-			ShouldUseRange: false,
+			HasRange:     false,
 			RetryCounter: 0,
 		}}, nil
 

internal/app/etl/table_analyzers/mssql.go

@@ -8,16 +8,17 @@ import (
 	"time"
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	dbwrapper "git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db-wrapper"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
 	"github.com/google/uuid"
 )
 
 type MssqlTableAnalyzer struct {
-	db *sql.DB
+	db dbwrapper.DbWrapper
 }
 
-func NewMssqlTableAnalyzer(db *sql.DB) etl.TableAnalyzer {
+func NewMssqlTableAnalyzer(db dbwrapper.DbWrapper) etl.TableAnalyzer {
 	return &MssqlTableAnalyzer{db: db}
 }
 
@@ -35,7 +36,7 @@ JOIN sys.types t ON c.user_type_id = t.user_type_id
 LEFT JOIN sys.types bt ON t.is_user_defined = 1 AND bt.user_type_id = t.system_type_id
 JOIN sys.tables st ON c.object_id = st.object_id
 JOIN sys.schemas s ON st.schema_id = s.schema_id
-WHERE s.name = @schema AND st.name = @table AND c.name NOT LIKE 'graph_id%'
+WHERE s.name = @schema AND st.name = @table AND (c.is_hidden = 0 OR (c.graph_type IS NOT NULL AND c.name LIKE '$%'))
 ORDER BY c.column_id;`
 
 type rawColumnMssql struct {
@@ -142,7 +143,7 @@ func (ta *MssqlTableAnalyzer) QueryColumnTypes(
 	localCtx, cancel := context.WithTimeout(ctx, 20*time.Second)
 	defer cancel()
 
-	rows, err := ta.db.QueryContext(localCtx, mssqlColumnMetadataQuery, sql.Named("schema", tableInfo.Schema), sql.Named("table", tableInfo.Table))
+	rows, err := ta.db.Query(localCtx, mssqlColumnMetadataQuery, sql.Named("schema", tableInfo.Schema), sql.Named("table", tableInfo.Table))
 	if err != nil {
 		return nil, err
 	}
@@ -183,11 +184,11 @@ JOIN sys.partitions p ON t.object_id = p.object_id
 WHERE s.name = @schema AND t.name = @table AND p.index_id IN (0, 1)
 GROUP BY t.name`
 
-	ctxTimeout, cancel := context.WithTimeout(ctx, time.Second*20)
+	ctxTimeout, cancel := context.WithTimeout(ctx, 1*time.Minute)
 	defer cancel()
 
 	var rowsCount int64
-	err := ta.db.QueryRowContext(ctxTimeout, query, sql.Named("schema", tableInfo.Schema), sql.Named("table", tableInfo.Table)).Scan(&rowsCount)
+	err := ta.db.QueryRow(ctxTimeout, query, sql.Named("schema", tableInfo.Schema), sql.Named("table", tableInfo.Table)).Scan(&rowsCount)
 	if err != nil {
 		return 0, err
 	}
@@ -215,10 +216,10 @@ ORDER BY batch_id`,
 		tableInfo.Schema,
 		tableInfo.Table)
 
-	ctxTimeout, cancel := context.WithTimeout(ctx, time.Second*20)
+	ctxTimeout, cancel := context.WithTimeout(ctx, 1*time.Minute)
 	defer cancel()
 
-	rows, err := ta.db.QueryContext(ctxTimeout, query, sql.Named("maxPartitions", maxPartitions))
+	rows, err := ta.db.Query(ctxTimeout, query, sql.Named("maxPartitions", maxPartitions))
 	if err != nil {
 		return nil, err
 	}
@@ -229,12 +230,14 @@ ORDER BY batch_id`,
 	for rows.Next() {
 		partition := models.Partition{
 			Id:           uuid.New(),
-			ShouldUseRange:        true,
+			HasRange:     true,
 			RetryCounter: 0,
-			IsLowerLimitInclusive: true,
+			Range: models.PartitionRange{
+				IsMinInclusive: true,
+			},
 		}
 
-		if err := rows.Scan(&partition.LowerLimit, &partition.UpperLimit); err != nil {
+		if err := rows.Scan(&partition.Range.Min, &partition.Range.Max); err != nil {
 			return nil, err
 		}
 

internal/app/etl/table_analyzers/postgres.go

@@ -6,16 +6,16 @@ import (
 	"time"
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	dbwrapper "git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db-wrapper"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
-	"github.com/jackc/pgx/v5/pgxpool"
 )
 
 type PostgresTableAnalyzer struct {
-	db *pgxpool.Pool
+	db dbwrapper.DbWrapper
 }
 
-func NewPostgresTableAnalyzer(db *pgxpool.Pool) etl.TableAnalyzer {
+func NewPostgresTableAnalyzer(db dbwrapper.DbWrapper) etl.TableAnalyzer {
 	return &PostgresTableAnalyzer{db: db}
 }
 
@@ -125,7 +125,7 @@ func (ta *PostgresTableAnalyzer) QueryColumnTypes(
 	ctx context.Context,
 	tableInfo config.TableInfo,
 ) ([]models.ColumnType, error) {
-	localCtx, cancel := context.WithTimeout(ctx, 20*time.Second)
+	localCtx, cancel := context.WithTimeout(ctx, 1*time.Minute)
 	defer cancel()
 
 	rows, err := ta.db.Query(localCtx, postgresColumnMetadataQuery, tableInfo.Schema, tableInfo.Table)

internal/app/etl/transformers/mssql.go

@@ -74,6 +74,10 @@ func (mssqlTr *MssqlTransformer) ProcessBatch(
 			}
 		}
 
+		if rowValues == nil {
+			continue
+		}
+
 		for _, task := range transformationPlan {
 			val := rowValues[task.Index]
 			if val == nil {

internal/app/etl/types.go

@@ -10,7 +10,7 @@ import (
 )
 
 type Extractor interface {
-	ProcessPartition(
+	Exec(
 		ctx context.Context,
 		tableInfo config.SourceTableInfo,
 		columns []models.ColumnType,
@@ -18,21 +18,7 @@ type Extractor interface {
 		partition models.Partition,
 		indexPrimaryKey int,
 		chBatchesOut chan<- models.Batch,
-		rowsRead *int64,
-	) error
-
-	Exec(
-		ctx context.Context,
-		tableInfo config.SourceTableInfo,
-		columns []models.ColumnType,
-		batchSize int,
-		chPartitionsIn <-chan models.Partition,
-		chBatchesOut chan<- models.Batch,
-		chErrorsOut chan<- custom_errors.ExtractorError,
-		chJobErrorsOut chan<- custom_errors.JobError,
-		wgActivePartitions *sync.WaitGroup,
-		rowsRead *int64,
-	)
+	) (int64, error)
 }
 
 type TransformerFunc func(any) (any, error)

internal/app/models/main.go

@@ -11,12 +11,17 @@ type Batch struct {
 	RetryCounter int
 }
 
+type PartitionRange struct {
+	Min            int64
+	Max            int64
+	IsMinInclusive bool
+	IsMaxInclusive bool
+}
+
 type Partition struct {
 	Id           uuid.UUID
 	ParentId     uuid.UUID
-	LowerLimit            int64
-	UpperLimit            int64
-	IsLowerLimitInclusive bool
-	ShouldUseRange        bool
+	Range        PartitionRange
+	HasRange     bool
 	RetryCounter int
 }

scripts/pg-info-test/main.go

@@ -8,13 +8,32 @@ import (
 	"time"
 
 	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
-	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/db"
 	"github.com/jackc/pgx/v5"
 	"github.com/jackc/pgx/v5/pgtype"
 	"github.com/jackc/pgx/v5/pgxpool"
 	log "github.com/sirupsen/logrus"
 )
 
+func Connect(ctx context.Context, dbURL string) (*pgxpool.Pool, error) {
+	pool, err := pgxpool.New(ctx, dbURL)
+	if err != nil {
+		return nil, fmt.Errorf("unable to connect to database: %w", err)
+	}
+
+	if err := pool.Ping(ctx); err != nil {
+		pool.Close()
+		return nil, fmt.Errorf("unable to ping database: %w", err)
+	}
+
+	return pool, nil
+}
+
+func Close(pool *pgxpool.Pool) {
+	if pool != nil {
+		pool.Close()
+	}
+}
+
 func main() {
 	log.SetFormatter(&log.TextFormatter{
 		FullTimestamp:   true,
@@ -27,8 +46,8 @@ func main() {
 	ctxSource, cancel := context.WithTimeout(context.Background(), 20*time.Second)
 	defer cancel()
 
-	sourcePool, err := db.Connect(ctxSource, config.App.SourceDbUrl)
-	defer db.Close(sourcePool)
+	sourcePool, err := Connect(ctxSource, config.App.SourceDbUrl)
+	defer Close(sourcePool)
 	if err != nil {
 		log.Fatal(err)
 	}
@@ -37,8 +56,8 @@ func main() {
 	ctxTarget, cancel := context.WithTimeout(context.Background(), 20*time.Second)
 	defer cancel()
 
-	targetPool, err := db.Connect(ctxTarget, config.App.TargetDbUrl)
-	defer db.Close(targetPool)
+	targetPool, err := Connect(ctxTarget, config.App.TargetDbUrl)
+	defer Close(targetPool)
 	if err != nil {
 		log.Fatal(err)
 	}