feat: update job configuration for infraestructura_site_holder__attach; enhance storage handling and retry logic

.atl/skill-registry.md

@@ -0,0 +1,24 @@
+# Skill Registry — go-migrate
+
+Generated: 2026-04-21
+
+## Compact Rules
+
+### Go conventions
+- Use existing error wrapping pattern: `fmt.Errorf("context: %w", err)`
+- Channel-based pipeline — keep goroutine lifecycle clean (close channels in correct order)
+- No comments unless non-obvious WHY; no docstrings
+- Prefer named returns only when it aids clarity in short functions
+- Use `strings.EqualFold` for case-insensitive column name comparison
+
+### Project conventions
+- Config structs live in `internal/app/config/`
+- ETL interfaces live in `internal/app/etl/types.go`
+- Transformer implementations in `internal/app/etl/transformers/`
+- Azure operations via `internal/app/azure/main.go`
+- Per-job transformer creation (not shared) when job has storage config
+
+## User Skills
+| Trigger | Skill |
+|---------|-------|
+| sdd-* | SDD workflow skills |

.env.example

@@ -1,2 +1,12 @@
-PG_FROM_DB_URL=postgresql://postgres:password@localhost:5432/db
-PG_TO_DB_URL=postgresql://postgres:password@localhost:5432/db
+SOURCE_DB_URL=sqlserver://sa:password@localhost:1433?database=master&packet+size=32767&loc=UTC
+TARGET_DB_URL=postgresql://postgres:password@localhost:5432/db
+
+LOG_LEVEL=INFO
+
+AZ_STORAGE_ENABLED=false
+AZ_ACCOUNT_NAME=
+AZ_CONTAINER=
+AZ_ACCOUNT_KEY=
+AZ_USE_HTTPS=true
+AZ_SERVICE_URL=
+AZ_PREFIX=

.gitignore

@@ -4,6 +4,7 @@
 *.dll
 *.so
 *.dylib
+bin/
 
 # Test binary, built with `go test -c`
 *.test
@@ -26,5 +27,5 @@ go.work.sum
 
 # Editor/IDE
 # .idea/
-# .vscode/
+.vscode/
 .temp

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/batch-generator.go

@@ -1,110 +0,0 @@
-package main
-
-import (
-	"context"
-	"database/sql"
-	"fmt"
-	"time"
-
-	"github.com/google/uuid"
-)
-
-type Batch struct {
-	Id                    uuid.UUID
-	ParentId              uuid.UUID
-	LowerLimit            int64
-	UpperLimit            int64
-	IsLowerLimitInclusive bool
-	ShouldUseRange        bool
-	RetryCounter          int
-}
-
-func estimateTotalRowsMssql(ctx context.Context, db *sql.DB, job MigrationJob) (int64, error) {
-	query := `
-SELECT
-	SUM(p.rows) AS count
-FROM sys.tables t
-JOIN sys.schemas s ON t.schema_id = s.schema_id
-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)
-	defer cancel()
-
-	var rowsCount int64
-	err := db.QueryRowContext(ctxTimeout, query, sql.Named("schema", job.Schema), sql.Named("table", job.Table)).Scan(&rowsCount)
-	if err != nil {
-		return 0, err
-	}
-
-	return rowsCount, nil
-}
-
-func calculateBatchesMssql(ctx context.Context, db *sql.DB, job MigrationJob, batchCount int64) ([]Batch, error) {
-	query := fmt.Sprintf(`
-SELECT
-	MIN([%s]) AS lower_limit,
-	MAX([%s]) AS upper_limit
-FROM
-	(SELECT [%s], NTILE(@batchCount) OVER (ORDER BY [%s]) AS batch_id FROM [%s].[%s]) AS T
-GROUP BY batch_id
-ORDER BY batch_id`, job.PrimaryKey, job.PrimaryKey, job.PrimaryKey, job.PrimaryKey, job.Schema, job.Table)
-
-	ctxTimeout, cancel := context.WithTimeout(ctx, time.Second*20)
-	defer cancel()
-
-	rows, err := db.QueryContext(ctxTimeout, query, sql.Named("batchCount", batchCount))
-	if err != nil {
-		return nil, err
-	}
-	defer rows.Close()
-
-	batches := make([]Batch, 0, batchCount)
-
-	for rows.Next() {
-		batch := Batch{
-			Id:                    uuid.New(),
-			ShouldUseRange:        true,
-			RetryCounter:          0,
-			IsLowerLimitInclusive: true,
-		}
-
-		if err := rows.Scan(&batch.LowerLimit, &batch.UpperLimit); err != nil {
-			return nil, err
-		}
-
-		batches = append(batches, batch)
-	}
-
-	if err := rows.Err(); err != nil {
-		return nil, err
-	}
-
-	return batches, nil
-}
-
-func batchGeneratorMssql(ctx context.Context, db *sql.DB, job MigrationJob) ([]Batch, error) {
-	rowsCount, err := estimateTotalRowsMssql(ctx, db, job)
-	if err != nil {
-		return nil, err
-	}
-
-	var batchCount int64 = 1
-	if rowsCount > RowsPerBatch {
-		batchCount = rowsCount / RowsPerBatch
-	} else {
-		return []Batch{{
-			Id:             uuid.New(),
-			ShouldUseRange: false,
-			RetryCounter:   0,
-		}}, nil
-	}
-
-	batches, err := calculateBatchesMssql(ctx, db, job, batchCount)
-	if err != nil {
-		return nil, err
-	}
-
-	return batches, nil
-}

cmd/go_migrate/build-extract-query.go

@@ -1,73 +0,0 @@
-package main
-
-import (
-	"fmt"
-	"strings"
-)
-
-func buildExtractQueryMssql(job MigrationJob, columns []ColumnType, includeRange bool, isMinInclusive bool) string {
-	var sbQuery strings.Builder
-
-	sbQuery.WriteString("SELECT ")
-
-	if len(columns) == 0 {
-		sbQuery.WriteString("*")
-	} else {
-		for i, col := range columns {
-			fmt.Fprintf(&sbQuery, "[%s]", col.name)
-
-			if col.unifiedType == "GEOMETRY" {
-				fmt.Fprintf(&sbQuery, ".STAsBinary() AS [%s]", col.name)
-			}
-
-			if i < len(columns)-1 {
-				sbQuery.WriteString(", ")
-			}
-		}
-	}
-
-	fmt.Fprintf(&sbQuery, " FROM [%s].[%s]", job.Schema, job.Table)
-
-	if includeRange {
-		fmt.Fprintf(&sbQuery, " WHERE [%s]", job.PrimaryKey)
-		if isMinInclusive {
-			sbQuery.WriteString(" >=")
-		} else {
-			sbQuery.WriteString(" >")
-		}
-
-		fmt.Fprintf(&sbQuery, " @min AND [%s] <= @max", job.PrimaryKey)
-	}
-
-	fmt.Fprintf(&sbQuery, " ORDER BY [%s] ASC", job.PrimaryKey)
-
-	return sbQuery.String()
-}
-
-func buildExtractQueryPostgres(job MigrationJob, columns []ColumnType) string {
-	var sbColumns strings.Builder
-
-	if len(columns) == 0 {
-		sbColumns.WriteString("*")
-	} else {
-		for i, col := range columns {
-			if col.unifiedType == "GEOMETRY" {
-				sbColumns.WriteString(`ST_AsEWKB("`)
-				sbColumns.WriteString(col.name)
-				sbColumns.WriteString(`") AS "`)
-				sbColumns.WriteString(col.name)
-				sbColumns.WriteString(`"`)
-			} else {
-				sbColumns.WriteString(`"`)
-				sbColumns.WriteString(col.name)
-				sbColumns.WriteString(`"`)
-			}
-
-			if i < len(columns)-1 {
-				sbColumns.WriteString(", ")
-			}
-		}
-	}
-
-	return fmt.Sprintf(`SELECT %s FROM "%s"."%s"  ORDER BY "%s" ASC`, sbColumns.String(), job.Schema, job.Table, job.PrimaryKey)
-}

cmd/go_migrate/connect.go

@@ -1,77 +0,0 @@
-package main
-
-import (
-	"context"
-	"database/sql"
-	"errors"
-	"fmt"
-	"sync"
-	"time"
-
-	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
-	"github.com/jackc/pgx/v5/pgxpool"
-	_ "github.com/microsoft/go-mssqldb"
-	log "github.com/sirupsen/logrus"
-)
-
-func connectToSqlServer() (*sql.DB, error) {
-	db, err := sql.Open("sqlserver", config.App.SourceDbUrl)
-	if err != nil {
-		return nil, fmt.Errorf("Unable to connect to sqlserver: %w", err)
-	}
-
-	ctx, cancel := context.WithTimeout(context.Background(), 20*time.Second)
-	defer cancel()
-
-	if err := db.PingContext(ctx); err != nil {
-		return nil, fmt.Errorf("Unable to ping sqlserver: %w", err)
-	}
-
-	return db, nil
-}
-
-func connectToPostgres() (*pgxpool.Pool, error) {
-	ctx, cancel := context.WithTimeout(context.Background(), 20*time.Second)
-	defer cancel()
-
-	pool, err := pgxpool.New(ctx, config.App.TargetDbUrl)
-	if err != nil {
-		return nil, fmt.Errorf("Unable to connect to postgres: %w", err)
-	}
-
-	if err := pool.Ping(ctx); err != nil {
-		pool.Close()
-		return nil, fmt.Errorf("Unable to ping postgres: %w", err)
-	}
-
-	return pool, nil
-}
-
-func connectToDatabases() (*sql.DB, *pgxpool.Pool, error) {
-	var sourceDbErr, targetDbErr error
-	var sourceDb *sql.DB
-	var targetDb *pgxpool.Pool
-	var wg sync.WaitGroup
-
-	wg.Go(func() {
-		sourceDb, sourceDbErr = connectToSqlServer()
-		if sourceDbErr != nil {
-			log.Error("Unable to connect to source db: ", sourceDbErr)
-		}
-	})
-
-	wg.Go(func() {
-		targetDb, targetDbErr = connectToPostgres()
-		if targetDbErr != nil {
-			log.Error("Unable to connect to target db: ", targetDbErr)
-		}
-	})
-
-	wg.Wait()
-
-	if sourceDbErr != nil || targetDbErr != nil {
-		return nil, nil, errors.New("Unable to connect to databases")
-	}
-
-	return sourceDb, targetDb, nil
-}

cmd/go_migrate/extractor-error-handler.go

@@ -1,102 +0,0 @@
-package main
-
-import (
-	"context"
-	"fmt"
-	"sync"
-
-	"github.com/google/uuid"
-)
-
-type ExtractorError struct {
-	Batch
-	LastId    int64
-	HasLastId bool
-	Msg       string
-}
-
-func (e *ExtractorError) Error() string {
-	return e.Msg
-}
-
-const maxRetryAttempts = 3
-
-func extractorErrorHandler(
-	ctx context.Context,
-	chErrorsIn <-chan ExtractorError,
-	chBatchesOut chan<- Batch,
-	chJobErrorsOut chan<- JobError,
-	wgActiveBatches *sync.WaitGroup,
-) {
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-
-		case err, ok := <-chErrorsIn:
-			if !ok {
-				return
-			}
-
-			if err.RetryCounter >= maxRetryAttempts {
-				jobError := JobError{
-					ShouldCancelJob: false,
-					Msg:             fmt.Sprintf("batch %v reached max retries (%d)", err.Id, maxRetryAttempts),
-					Prev:            &err,
-				}
-
-				select {
-				case chJobErrorsOut <- jobError:
-				case <-ctx.Done():
-					return
-				}
-
-				wgActiveBatches.Done()
-				continue
-			}
-
-			newBatch := err.Batch
-			newBatch.RetryCounter++
-
-			if err.HasLastId {
-				newBatch.ParentId = err.Id
-				newBatch.Id = uuid.New()
-				newBatch.LowerLimit = err.LastId
-				newBatch.IsLowerLimitInclusive = false
-			}
-
-			select {
-			case chBatchesOut <- newBatch:
-			case <-ctx.Done():
-				return
-			}
-		}
-	}
-}
-
-func ExtractorErrorFromLastRowMssql(lastRow UnknownRowValues, indexPrimaryKey int, batch *Batch, previousError error) ExtractorError {
-	lastIdRawValue := lastRow[indexPrimaryKey]
-
-	lastId, ok := ToInt64(lastIdRawValue)
-	if !ok {
-		currentBatch := *batch
-		currentBatch.RetryCounter = maxRetryAttempts
-		return ExtractorError{
-			Batch:     currentBatch,
-			HasLastId: true,
-			Msg:       fmt.Sprintf("Couldn't cast last id value as int: %s", previousError.Error()),
-		}
-
-	}
-
-	return ExtractorError{
-		Batch:     *batch,
-		HasLastId: true,
-		LastId:    lastId,
-		Msg:       previousError.Error(),
-	}
-}

cmd/go_migrate/extractor.go

@@ -1,242 +0,0 @@
-package main
-
-import (
-	"context"
-	"database/sql"
-	"errors"
-	"slices"
-	"strings"
-	"sync"
-	"time"
-
-	"github.com/google/uuid"
-	"github.com/jackc/pgx/v5/pgxpool"
-	_ "github.com/microsoft/go-mssqldb"
-	log "github.com/sirupsen/logrus"
-)
-
-type UnknownRowValues = []any
-
-type Chunk struct {
-	Id           uuid.UUID
-	BatchId      uuid.UUID
-	Data         []UnknownRowValues
-	RetryCounter int
-}
-
-func extractFromMssql(
-	ctx context.Context,
-	db *sql.DB,
-	job MigrationJob,
-	columns []ColumnType,
-	chunkSize int,
-	chBatchesIn <-chan Batch,
-	chChunksOut chan<- Chunk,
-	chErrorsOut chan<- ExtractorError,
-	chJobErrorsOut chan<- JobError,
-	wgActiveBatches *sync.WaitGroup,
-) {
-	indexPrimaryKey := slices.IndexFunc(columns, func(col ColumnType) bool {
-		return strings.EqualFold(col.name, job.PrimaryKey)
-	})
-
-	if indexPrimaryKey == -1 {
-		jobError := JobError{
-			ShouldCancelJob: true,
-			Msg:             "Primary key not found in provided columns",
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-		case chJobErrorsOut <- jobError:
-		}
-
-		return
-	}
-
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-		case batch, ok := <-chBatchesIn:
-			if !ok {
-				return
-			}
-
-			if abort := processBatch(ctx, db, job, columns, chunkSize, batch, indexPrimaryKey, chChunksOut, chErrorsOut, wgActiveBatches); abort {
-				return
-			}
-		}
-	}
-}
-
-func processBatch(
-	ctx context.Context,
-	db *sql.DB,
-	job MigrationJob,
-	columns []ColumnType,
-	chunkSize int,
-	batch Batch,
-	indexPrimaryKey int,
-	chChunksOut chan<- Chunk,
-	chErrorsOut chan<- ExtractorError,
-	wgActiveBatches *sync.WaitGroup,
-) (abort bool) {
-	query := buildExtractQueryMssql(job, columns, batch.ShouldUseRange, batch.IsLowerLimitInclusive)
-	log.Debug("Query used to extract data from mssql: ", query)
-
-	var queryArgs []any
-	if batch.ShouldUseRange {
-		queryArgs = append(queryArgs,
-			sql.Named("min", batch.LowerLimit),
-			sql.Named("max", batch.UpperLimit),
-		)
-	}
-
-	queryStartTime := time.Now()
-	rows, err := db.QueryContext(ctx, query, queryArgs...)
-	if err != nil {
-		select {
-		case chErrorsOut <- ExtractorError{Batch: batch, HasLastId: false, Msg: err.Error()}:
-		case <-ctx.Done():
-			return true
-		}
-		return false
-	}
-	defer rows.Close()
-	log.Debugf("Query executed in %v", time.Since(queryStartTime))
-
-	rowsChunk := make([]UnknownRowValues, 0, chunkSize)
-	totalRowsExtracted := 0
-	chunkStartTime := time.Now()
-
-	for rows.Next() {
-		values := make([]any, len(columns))
-		scanArgs := make([]any, len(columns))
-
-		for i := range values {
-			scanArgs[i] = &values[i]
-		}
-
-		if err := rows.Scan(scanArgs...); err != nil {
-			if len(rowsChunk) == 0 {
-				select {
-				case chErrorsOut <- ExtractorError{Batch: batch, HasLastId: false, Msg: err.Error()}:
-				case <-ctx.Done():
-					return true
-				}
-				return false
-			}
-
-			lastRow := rowsChunk[len(rowsChunk)-1]
-			select {
-			case chErrorsOut <- ExtractorErrorFromLastRowMssql(lastRow, indexPrimaryKey, &batch, err):
-			case <-ctx.Done():
-				return true
-			}
-
-			select {
-			case chChunksOut <- Chunk{Id: uuid.New(), BatchId: batch.Id, Data: rowsChunk, RetryCounter: 0}:
-			case <-ctx.Done():
-				return true
-			}
-
-			return false
-		}
-
-		rowsChunk = append(rowsChunk, values)
-		totalRowsExtracted++
-
-		if len(rowsChunk) >= chunkSize {
-			chunkDuration := time.Since(chunkStartTime)
-			rowsPerSec := float64(chunkSize) / chunkDuration.Seconds()
-			log.Infof("Extracted chunk: %d rows in %v (%.0f rows/sec) - Total: %d rows", len(rowsChunk), chunkDuration, rowsPerSec, totalRowsExtracted)
-
-			select {
-			case chChunksOut <- Chunk{Id: uuid.New(), BatchId: batch.Id, Data: rowsChunk, RetryCounter: 0}:
-			case <-ctx.Done():
-				return true
-			}
-
-			rowsChunk = make([]UnknownRowValues, 0, chunkSize)
-			chunkStartTime = time.Now()
-		}
-	}
-
-	if err := rows.Err(); err != nil {
-		if errors.Is(err, ctx.Err()) {
-			return true
-		}
-
-		if len(rowsChunk) == 0 {
-			select {
-			case chErrorsOut <- ExtractorError{Batch: batch, HasLastId: false, Msg: err.Error()}:
-			case <-ctx.Done():
-				return true
-			}
-			return false
-		}
-
-		lastRow := rowsChunk[len(rowsChunk)-1]
-		select {
-		case chErrorsOut <- ExtractorErrorFromLastRowMssql(lastRow, indexPrimaryKey, &batch, err):
-		case <-ctx.Done():
-			return true
-		}
-		return false
-	}
-
-	if len(rowsChunk) > 0 {
-		chunkDuration := time.Since(chunkStartTime)
-		rowsPerSec := float64(len(rowsChunk)) / chunkDuration.Seconds()
-		log.Infof("Extracted final chunk: %d rows in %v (%.0f rows/sec) - Total: %d rows", len(rowsChunk), chunkDuration, rowsPerSec, totalRowsExtracted)
-		select {
-		case chChunksOut <- Chunk{Id: uuid.New(), BatchId: batch.Id, Data: rowsChunk, RetryCounter: 0}:
-		case <-ctx.Done():
-			return true
-		}
-	}
-
-	wgActiveBatches.Done()
-	return false
-}
-
-func extractFromPostgres(ctx context.Context, job MigrationJob, columns []ColumnType, chunkSize int, db *pgxpool.Pool, out chan<- []UnknownRowValues) error {
-	query := buildExtractQueryPostgres(job, columns)
-	log.Debug("Query used to extract data from postgres: ", query)
-
-	rows, err := db.Query(ctx, query)
-	if err != nil {
-		return err
-	}
-	defer rows.Close()
-
-	rowsChunk := make([]UnknownRowValues, 0, chunkSize)
-
-	for rows.Next() {
-		values, err := rows.Values()
-		if err != nil {
-			return err
-		}
-
-		rowsChunk = append(rowsChunk, values)
-
-		if len(rowsChunk) >= chunkSize {
-			out <- rowsChunk
-			rowsChunk = make([]UnknownRowValues, 0, chunkSize)
-			log.Infof("Chunk send... %+v", job)
-		}
-	}
-
-	if len(rowsChunk) > 0 {
-		out <- rowsChunk
-		log.Infof("Chunk send... %+v", job)
-	}
-
-	return nil
-}

cmd/go_migrate/inspect-columns.go

@@ -1,283 +0,0 @@
-package main
-
-import (
-	"context"
-	"database/sql"
-	"errors"
-	"fmt"
-	"strings"
-	"sync"
-	"time"
-
-	"github.com/jackc/pgx/v5/pgxpool"
-	_ "github.com/microsoft/go-mssqldb"
-	log "github.com/sirupsen/logrus"
-)
-
-func GetUnifiedType(systemType string) string {
-	systemType = strings.ToLower(systemType)
-
-	if systemType == "varchar" || systemType == "char" || systemType == "nvarchar" || systemType == "nchar" || systemType == "text" || systemType == "ntext" {
-		return "STRING"
-	}
-
-	if systemType == "int" || systemType == "int4" || systemType == "integer" || systemType == "smallint" || systemType == "int2" || systemType == "bigint" || systemType == "int8" || systemType == "tinyint" {
-		return "INTEGER"
-	}
-
-	if systemType == "decimal" || systemType == "numeric" {
-		return "DECIMAL"
-	}
-
-	if systemType == "float" || systemType == "real" || systemType == "double precision" {
-		return "FLOAT"
-	}
-
-	if systemType == "bit" || systemType == "boolean" {
-		return "BOOLEAN"
-	}
-
-	if systemType == "date" {
-		return "DATE"
-	}
-	if systemType == "time" || systemType == "time without time zone" {
-		return "TIME"
-	}
-	if systemType == "datetime" || systemType == "datetime2" || systemType == "timestamp" || systemType == "timestamptz" || systemType == "timestamp with time zone" {
-		return "TIMESTAMP"
-	}
-
-	if systemType == "binary" || systemType == "varbinary" || systemType == "image" || systemType == "bytea" {
-		return "BINARY"
-	}
-
-	if systemType == "uniqueidentifier" || systemType == "uuid" {
-		return "UUID"
-	}
-
-	if systemType == "json" {
-		return "JSON"
-	}
-
-	if systemType == "geometry" || systemType == "geography" {
-		return "GEOMETRY"
-	}
-
-	return strings.ToUpper(systemType)
-}
-
-func MapPostgresColumn(column ColumnType, maxLength *int64, precision *int64, scale *int64) ColumnType {
-	stringTypes := map[string]bool{
-		"varchar": true, "char": true, "character": true, "text": true, "character varying": true,
-	}
-
-	decimalTypes := map[string]bool{
-		"decimal": true, "numeric": true,
-	}
-
-	if stringTypes[column.systemType] {
-		if maxLength != nil {
-			column.maxLength = *maxLength
-			column.hasMaxLength = true
-		} else {
-			column.maxLength = -1
-			column.hasMaxLength = false
-		}
-		column.hasPrecisionScale = false
-		column.precision = -1
-		column.scale = -1
-	} else if decimalTypes[column.systemType] {
-		column.hasMaxLength = false
-		column.maxLength = -1
-		if precision != nil && scale != nil {
-			column.precision = *precision
-			column.scale = *scale
-			column.hasPrecisionScale = true
-		} else {
-			column.precision = -1
-			column.scale = -1
-			column.hasPrecisionScale = false
-		}
-	} else {
-		column.hasMaxLength = false
-		column.maxLength = -1
-		column.hasPrecisionScale = false
-		column.precision = -1
-		column.scale = -1
-	}
-
-	column.unifiedType = GetUnifiedType(column.systemType)
-
-	return column
-}
-
-func GetColumnTypesPostgres(db *pgxpool.Pool, migrationJob MigrationJob) ([]ColumnType, error) {
-	query := `
-SELECT 
-  c.column_name AS name,
-  c.data_type AS user_type,
-  c.udt_name AS system_type,
-  (CASE WHEN c.is_nullable = 'YES' THEN TRUE ELSE FALSE END) AS nullable,
-  c.character_maximum_length AS max_length,
-  c.numeric_precision AS precision,
-  c.numeric_scale AS scale
-FROM information_schema.columns c
-WHERE c.table_schema = $1 AND c.table_name = $2
-ORDER BY c.ordinal_position;
-`
-
-	ctx, cancel := context.WithTimeout(context.Background(), 20*time.Second)
-	defer cancel()
-
-	rows, err := db.Query(ctx, query, migrationJob.Schema, migrationJob.Table)
-	if err != nil {
-		return nil, fmt.Errorf("Error querying column types: %w", err)
-	}
-	defer rows.Close()
-
-	var colTypes []ColumnType
-
-	for rows.Next() {
-		var column ColumnType
-		var scanMaxLength *int64
-		var scanPrecision *int64
-		var scanScale *int64
-
-		if err := rows.Scan(
-			&column.name,
-			&column.userType,
-			&column.systemType,
-			&column.nullable,
-			&scanMaxLength,
-			&scanPrecision,
-			&scanScale,
-		); err != nil {
-			return nil, fmt.Errorf("Error scanning column type results: %w", err)
-		}
-
-		colTypes = append(colTypes, MapPostgresColumn(column, scanMaxLength, scanPrecision, scanScale))
-	}
-
-	return colTypes, nil
-}
-
-func MapMssqlColumn(column ColumnType) ColumnType {
-	stringTypes := map[string]bool{
-		"varchar": true, "char": true, "nvarchar": true, "nchar": true, "text": true, "ntext": true,
-	}
-
-	decimalTypes := map[string]bool{
-		"decimal": true, "numeric": true,
-	}
-
-	if stringTypes[column.systemType] {
-		column.hasMaxLength = true
-		if column.systemType == "nvarchar" || column.systemType == "nchar" {
-			if column.maxLength > 0 {
-				column.maxLength = column.maxLength / 2
-			}
-		}
-		column.hasPrecisionScale = false
-		column.precision = -1
-		column.scale = -1
-	} else if decimalTypes[column.systemType] {
-		column.hasMaxLength = false
-		column.maxLength = -1
-		column.hasPrecisionScale = true
-	} else {
-		column.hasMaxLength = false
-		column.maxLength = -1
-		column.hasPrecisionScale = false
-		column.precision = -1
-		column.scale = -1
-	}
-
-	column.unifiedType = GetUnifiedType(column.systemType)
-
-	return column
-}
-
-func GetColumnTypesMssql(db *sql.DB, migrationJob MigrationJob) ([]ColumnType, error) {
-	query := `
-SELECT 
-	c.name AS name,
-	t.name AS user_type,
-	CASE WHEN t.is_user_defined = 0 THEN t.name ELSE bt.name END AS system_type,
-	c.is_nullable AS nullable,
-	c.max_length AS max_length,
-	c.precision AS precision,
-	c.scale AS scale
-FROM sys.columns c
-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
-ORDER BY c.column_id;
-`
-
-	ctx, cancel := context.WithTimeout(context.Background(), 20*time.Second)
-	defer cancel()
-
-	rows, err := db.QueryContext(ctx, query, sql.Named("schema", migrationJob.Schema), sql.Named("table", migrationJob.Table))
-	if err != nil {
-		return nil, fmt.Errorf("Error querying column types: %w", err)
-	}
-	defer rows.Close()
-
-	var colTypes []ColumnType
-
-	for rows.Next() {
-		var column ColumnType
-
-		if err := rows.Scan(
-			&column.name,
-			&column.userType,
-			&column.systemType,
-			&column.nullable,
-			&column.maxLength,
-			&column.precision,
-			&column.scale,
-		); err != nil {
-			return nil, fmt.Errorf("Error scanning column type results: %W", err)
-		}
-
-		if strings.HasPrefix(column.name, "graph_id") && column.systemType == "bigint" {
-			continue
-		}
-
-		colTypes = append(colTypes, MapMssqlColumn(column))
-	}
-
-	return colTypes, nil
-}
-
-func GetColumnTypes(sourceDb *sql.DB, targetDb *pgxpool.Pool, migrationJob MigrationJob) ([]ColumnType, []ColumnType, error) {
-	var sourceDbErr error
-	var targetDbErr error
-	var sourceColTypes []ColumnType
-	var targetColTypes []ColumnType
-	var wg sync.WaitGroup
-
-	wg.Go(func() {
-		sourceColTypes, sourceDbErr = GetColumnTypesMssql(sourceDb, migrationJob)
-		if sourceDbErr != nil {
-			log.Error("Error (sourceDb): ", sourceDbErr)
-		}
-	})
-
-	wg.Go(func() {
-		targetColTypes, targetDbErr = GetColumnTypesPostgres(targetDb, migrationJob)
-		if targetDbErr != nil {
-			log.Error("Error (targetDb): ", targetDbErr)
-		}
-	})
-
-	wg.Wait()
-
-	if sourceDbErr != nil || targetDbErr != nil {
-		return nil, nil, errors.New("Error querying column types")
-	}
-
-	return sourceColTypes, targetColTypes, nil
-}

cmd/go_migrate/loader-error-handler.go

@@ -1,65 +0,0 @@
-package main
-
-import (
-	"context"
-	"fmt"
-	"sync"
-)
-
-type LoaderError struct {
-	Chunk
-	Msg string
-}
-
-func (e *LoaderError) Error() string {
-	return e.Msg
-}
-
-func loaderErrorHandler(
-	ctx context.Context,
-	chErrorsIn <-chan LoaderError,
-	chChunksOut chan<- Chunk,
-	chJobErrorsOut chan<- JobError,
-	wgActiveChunks *sync.WaitGroup,
-) {
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-
-		case err, ok := <-chErrorsIn:
-			if !ok {
-				return
-			}
-
-			if err.RetryCounter >= maxRetryAttempts {
-				jobError := JobError{
-					ShouldCancelJob: false,
-					Msg:             fmt.Sprintf("chunk %v reached max retries (%d)", err.Id, maxRetryAttempts),
-					Prev:            &err,
-				}
-
-				select {
-				case chJobErrorsOut <- jobError:
-				case <-ctx.Done():
-					return
-				}
-
-				wgActiveChunks.Done()
-				continue
-			}
-
-			err.RetryCounter++
-
-			select {
-			case chChunksOut <- err.Chunk:
-			case <-ctx.Done():
-				return
-			}
-		}
-	}
-}

cmd/go_migrate/loader.go

@@ -1,191 +0,0 @@
-package main
-
-import (
-	"context"
-	"database/sql"
-	"errors"
-	"fmt"
-	"sync"
-	"time"
-
-	"github.com/jackc/pgx/v5"
-	"github.com/jackc/pgx/v5/pgconn"
-	"github.com/jackc/pgx/v5/pgxpool"
-	mssql "github.com/microsoft/go-mssqldb"
-	log "github.com/sirupsen/logrus"
-)
-
-func loadRowsPostgres(
-	ctx context.Context,
-	db *pgxpool.Pool,
-	job MigrationJob,
-	columns []ColumnType,
-	chChunksIn <-chan Chunk,
-	chErrorsOut chan<- LoaderError,
-	chJobErrorsOut chan<- JobError,
-	wgActiveChunks *sync.WaitGroup,
-) {
-	tableId := pgx.Identifier{job.Schema, job.Table}
-	colNames := Map(columns, func(col ColumnType) string {
-		return col.name
-	})
-
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-		case chunk, ok := <-chChunksIn:
-			if !ok {
-				return
-			}
-
-			if abort := loadChunkPostgres(ctx, db, tableId, colNames, chunk, chErrorsOut, chJobErrorsOut, wgActiveChunks); abort {
-				return
-			}
-		}
-	}
-}
-
-func loadChunkPostgres(
-	ctx context.Context,
-	db *pgxpool.Pool,
-	identifier pgx.Identifier,
-	colNames []string,
-	chunk Chunk,
-	chErrorsOut chan<- LoaderError,
-	chJobErrorsOut chan<- JobError,
-	wgActiveChunks *sync.WaitGroup,
-) (abort bool) {
-	chunkStartTime := time.Now()
-	_, err := db.CopyFrom(
-		ctx,
-		identifier,
-		colNames,
-		pgx.CopyFromRows(chunk.Data),
-	)
-
-	if err != nil {
-		var pgErr *pgconn.PgError
-		if errors.As(err, &pgErr) {
-			if pgErr.Code == "23505" {
-				select {
-				case chJobErrorsOut <- JobError{
-					ShouldCancelJob: true,
-					Msg:             fmt.Sprintf("Fatal data integrity error in table %s", identifier.Sanitize()),
-					Prev:            err,
-				}:
-				case <-ctx.Done():
-				}
-				wgActiveChunks.Done()
-				return true
-			}
-		}
-
-		select {
-		case chErrorsOut <- LoaderError{Chunk: chunk, Msg: err.Error()}:
-		case <-ctx.Done():
-			return true
-		}
-		return false
-	}
-
-	chunkDuration := time.Since(chunkStartTime)
-	rowsPerSec := float64(len(chunk.Data)) / chunkDuration.Seconds()
-
-	log.Infof("Loaded chunk: %d rows in %v (%.0f rows/sec)", len(chunk.Data), chunkDuration, rowsPerSec)
-
-	wgActiveChunks.Done()
-	return false
-}
-
-func loadRowsMssql(ctx context.Context, job MigrationJob, columns []ColumnType, db *sql.DB, in <-chan []UnknownRowValues) error {
-	chunkCount := 0
-	totalRowsLoaded := 0
-
-	for rows := range in {
-		chunkStartTime := time.Now()
-
-		tx, err := db.BeginTx(ctx, nil)
-		if err != nil {
-			return fmt.Errorf("error starting transaction: %w", err)
-		}
-
-		fullTableName := fmt.Sprintf("[%s].[%s]", job.Schema, job.Table)
-		colNames := Map(columns, func(col ColumnType) string {
-			return col.name
-		})
-
-		stmt, err := tx.PrepareContext(ctx, mssql.CopyIn(fullTableName, mssql.BulkOptions{}, colNames...))
-		if err != nil {
-			tx.Rollback()
-			return fmt.Errorf("error preparing bulk copy statement: %w", err)
-		}
-
-		copyStartTime := time.Now()
-
-		for _, row := range rows {
-			_, err = stmt.ExecContext(ctx, row...)
-			if err != nil {
-				stmt.Close()
-				tx.Rollback()
-				return fmt.Errorf("error executing row insert: %w", err)
-			}
-		}
-
-		result, err := stmt.ExecContext(ctx)
-		if err != nil {
-			stmt.Close()
-			tx.Rollback()
-			return fmt.Errorf("error flushing bulk data: %w", err)
-		}
-
-		err = stmt.Close()
-		if err != nil {
-			tx.Rollback()
-			return fmt.Errorf("error closing statement: %w", err)
-		}
-
-		if err := tx.Commit(); err != nil {
-			return fmt.Errorf("error committing transaction: %w", err)
-		}
-
-		rowsAffected, _ := result.RowsAffected()
-		chunkCount++
-		totalRowsLoaded += int(rowsAffected)
-
-		copyDuration := time.Since(copyStartTime)
-		chunkDuration := time.Since(chunkStartTime)
-		rowsPerSec := float64(len(rows)) / chunkDuration.Seconds()
-
-		log.Infof("Loaded chunk #%d (MSSQL): %d rows in %v (copy: %v, %.0f rows/sec) - Total: %d rows", chunkCount, len(rows), chunkDuration, copyDuration, rowsPerSec, totalRowsLoaded)
-	}
-
-	return nil
-}
-
-func Map[T any, V any](input []T, mapper func(T) V) []V {
-	result := make([]V, len(input))
-
-	for i, v := range input {
-		result[i] = mapper(v)
-	}
-
-	return result
-}
-
-func fakeLoader(job MigrationJob, columns []ColumnType, in <-chan [][]any) {
-
-	for rows := range in {
-		log.Debugf("Chunk received, loading data into...")
-
-		for i, rowValues := range rows {
-			if i%100 == 0 {
-				logSampleRow(job, columns, rowValues, fmt.Sprintf("row %d", i))
-			}
-		}
-	}
-}

cmd/go_migrate/log.go

@@ -3,6 +3,7 @@ package main
 import (
 	"time"
 
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
 	log "github.com/sirupsen/logrus"
 )
 
@@ -13,5 +14,13 @@ func configureLog() {
 		DisableSorting:  false,
 		PadLevelText:    true,
 	})
-	log.SetLevel(log.InfoLevel)
+
+	logLevelEnv := config.App.LogLevel
+	logLevel, err := log.ParseLevel(logLevelEnv)
+	if err != nil {
+		log.Warnf("Nivel de log inválido '%s', usando INFO por defecto", logLevelEnv)
+		logLevel = log.InfoLevel
+	}
+
+	log.SetLevel(logLevel)
 }

cmd/go_migrate/main.go

@@ -2,63 +2,185 @@ package main
 
 import (
 	"context"
+	"sync"
 	"time"
 
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/azure"
+	"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/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/models"
 	log "github.com/sirupsen/logrus"
-)
-
-type MigrationJob struct {
-	Schema     string
-	Table      string
-	PrimaryKey string
-}
-
-var migrationJobs []MigrationJob = []MigrationJob{
-	{
-		Schema:     "Cartografia",
-		Table:      "MANZANA",
-		PrimaryKey: "GDB_ARCHIVE_OID",
-	},
-	{
-		Schema:     "Red",
-		Table:      "PUERTO",
-		PrimaryKey: "ID_PUERTO",
-	},
-}
-
-const (
-	NumExtractors  int   = 4
-	NumLoaders     int   = 8
-	ChunkSize      int   = 25000
-	QueueSize      int   = 8
-	ChunksPerBatch int   = 16
-	RowsPerBatch   int64 = int64(ChunkSize * ChunksPerBatch)
+	"golang.org/x/sync/errgroup"
 )
 
 func main() {
 	configureLog()
+
+	migrationConfig, err := config.ReadMigrationConfig()
+	if err != nil {
+		log.Fatalf("error leyendo configuracion: %v", err)
+	}
+
+	// log.Debugf("Config: %+v", migrationConfig)
+
 	startTime := time.Now()
 
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
 
 	log.Info("=== Starting migration ===")
-	log.Infof("Number of loaders: %d, Chunk size: %d", NumLoaders, ChunkSize)
 
-	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()
 
-	for _, job := range migrationJobs {
-		log.Infof(">>> Processing job: %s.%s <<<", job.Schema, job.Table)
-		processMigrationJob(ctx, sourceDb, targetDb, job)
+	results := processMigrationJobs(ctx, sourceDb, targetDb, migrationConfig.Jobs, migrationConfig.MaxParallelWorkers)
+
+	log.Info("=== RESUMEN DE MIGRACIÓN ===")
+	var totalProcessed, totalErrors int64
+
+	for _, res := range results {
+		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 {
+			totalErrors++
+		}
+	}
+
+	log.Infof("Migración terminada. Tablas: %d, Errores: %d, Filas totales: %d", len(results), totalErrors, totalProcessed)
+
 	totalDuration := time.Since(startTime)
 	log.Infof("=== Migration completed successfully! ===")
 	log.Infof("Total migration time: %v", totalDuration)
 }
+
+func processMigrationJobs(
+	ctx context.Context,
+	sourceDb dbwrapper.DbWrapper,
+	targetDb dbwrapper.DbWrapper,
+	jobs []config.Job,
+	maxParallelWorkers int,
+) []models.JobResult {
+	if len(jobs) == 0 {
+		log.Info("No migration jobs configured")
+		return []models.JobResult{}
+	}
+
+	if maxParallelWorkers <= 0 {
+		maxParallelWorkers = 1
+	}
+
+	if maxParallelWorkers > len(jobs) {
+		maxParallelWorkers = len(jobs)
+	}
+
+	log.Infof("Starting migration with %d parallel worker(s)", maxParallelWorkers)
+
+	chJobResults := make(chan models.JobResult, len(jobs))
+	chJobs := make(chan config.Job, len(jobs))
+	var wgJobs sync.WaitGroup
+
+	sourceTableAnalyzer := table_analyzers.NewMssqlTableAnalyzer(sourceDb)
+	targetTableAnalyzer := table_analyzers.NewPostgresTableAnalyzer(targetDb)
+	extractor := extractors.NewMssqlExtractor(sourceDb)
+	loader := loaders.NewGenericLoader(targetDb)
+
+	var azureClient *azure.Client
+	if config.App.AzureStorage.Enabled {
+		var err error
+		azureClient, err = azure.NewClient(config.App.AzureStorage)
+		if err != nil {
+			log.Fatalf("Failed to create Azure storage client: %v", err)
+		}
+	}
+
+	for i := range maxParallelWorkers {
+		wgJobs.Go(func() {
+			for job := range chJobs {
+				log.Infof("[worker %d] >>> Processing job: %s.%s <<<", i, job.SourceTable.Schema, job.SourceTable.Table)
+				res := processMigrationJob(
+					ctx,
+					targetDb,
+					sourceTableAnalyzer,
+					targetTableAnalyzer,
+					extractor,
+					azureClient,
+					loader,
+					job,
+					targetDb.GetDialect(),
+				)
+
+				chJobResults <- res
+			}
+		})
+	}
+
+	for _, job := range jobs {
+		chJobs <- job
+	}
+	close(chJobs)
+
+	go func() {
+		wgJobs.Wait()
+		close(chJobResults)
+	}()
+
+	var finalResults []models.JobResult
+	for res := range chJobResults {
+		finalResults = append(finalResults, res)
+	}
+
+	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

@@ -2,135 +2,268 @@ package main
 
 import (
 	"context"
-	"database/sql"
+	"fmt"
 	"sync"
+	"sync/atomic"
 	"time"
 
-	"github.com/jackc/pgx/v5/pgxpool"
-
-	_ "github.com/microsoft/go-mssqldb"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/azure"
+	"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/etl/transformers"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
 	log "github.com/sirupsen/logrus"
+	"golang.org/x/sync/errgroup"
 )
 
+func buildTruncateQuery(targetDbType, schema, table, truncateMethod string) string {
+	if truncateMethod == "DELETE" {
+		if targetDbType == "postgres" {
+			return fmt.Sprintf(`DELETE FROM "%s"."%s"`, schema, table)
+		}
+		return fmt.Sprintf(`DELETE FROM [%s].[%s]`, schema, table)
+	}
+
+	if targetDbType == "postgres" {
+		return fmt.Sprintf(`TRUNCATE TABLE "%s"."%s"`, schema, table)
+	}
+	return fmt.Sprintf(`TRUNCATE TABLE [%s].[%s]`, schema, table)
+}
+
 func processMigrationJob(
 	ctx context.Context,
-	sourceDb *sql.DB,
-	targetDb *pgxpool.Pool,
-	job MigrationJob,
-) {
-	jobStartTime := time.Now()
-	log.Infof("Starting migration job: %s.%s [PK: %s]", job.Schema, job.Table, job.PrimaryKey)
-
-	sourceColTypes, targetColTypes, err := GetColumnTypes(sourceDb, targetDb, job)
-	if err != nil {
-		log.Fatal("Unexpected error: ", err)
-	}
-
-	logColumnTypes(sourceColTypes, "Source col types")
-	logColumnTypes(targetColTypes, "Target col types")
-
-	jobCtx, cancel := context.WithCancel(ctx)
+	targetDbWrapper dbwrapper.DbWrapper,
+	sourceTableAnalyzer etl.TableAnalyzer,
+	targetTableAnalyzer etl.TableAnalyzer,
+	extractor etl.Extractor,
+	azureClient *azure.Client,
+	loader etl.Loader,
+	job config.Job,
+	targetDbType string,
+) models.JobResult {
+	transformer := transformers.NewMssqlTransformer(job.ToStorage, job.SourceTable, azureClient)
+	localCtx, cancel := context.WithCancel(ctx)
 	defer cancel()
 
-	batches, err := batchGeneratorMssql(jobCtx, sourceDb, job)
+	result := models.JobResult{
+		JobName:   job.Name,
+		StartTime: time.Now(),
+	}
+
+	var rowsRead, rowsLoaded, rowsFailed int64
+
+	var wgQueryColumnTypes errgroup.Group
+	var sourceColTypes, targetColTypes []models.ColumnType
+
+	wgQueryColumnTypes.Go(func() error {
+		var err error
+		sourceColTypes, err = sourceTableAnalyzer.QueryColumnTypes(localCtx, job.SourceTable.TableInfo)
+		if err != nil {
+			return err
+		}
+
+		return nil
+	})
+
+	wgQueryColumnTypes.Go(func() error {
+		var err error
+		targetColTypes, err = targetTableAnalyzer.QueryColumnTypes(localCtx, job.TargetTable.TableInfo)
+		if err != nil {
+			return err
+		}
+
+		return nil
+	})
+
+	err := wgQueryColumnTypes.Wait()
+	if err != nil {
+		result.Error = err
+		return result
+	}
+
+	preSqlQueries := job.TargetTable.PreSQL
+	if job.TruncateTarget {
+		truncateQuery := buildTruncateQuery(targetDbType, job.TargetTable.Schema, job.TargetTable.Table, job.TruncateMethod)
+		preSqlQueries = append([]string{truncateQuery}, job.TargetTable.PreSQL...)
+	}
+
+	for _, query := range preSqlQueries {
+		if _, err := targetDbWrapper.Exec(localCtx, query); err != nil {
+			result.Error = err
+			return result
+		}
+	}
+
+	partitions, err := table_analyzers.PartitionRangeGenerator(
+		localCtx,
+		sourceTableAnalyzer,
+		job.SourceTable.TableInfo,
+		job.SourceTable.PrimaryKey,
+		job.RowsPerPartition,
+		job.Range,
+	)
 	if err != nil {
 		log.Error("Unexpected error calculating batch ranges: ", err)
 	}
 
-	chJobErrors := make(chan JobError, 50)
-	chBatches := make(chan Batch, QueueSize)
-	chExtractorErrors := make(chan ExtractorError, QueueSize)
-	chChunksRaw := make(chan Chunk, QueueSize)
-	chChunksTransformed := make(chan Chunk, QueueSize)
-	chLoadersErrors := make(chan LoaderError, QueueSize)
+	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)
+	chBatchesTransformed := make(chan models.Batch, job.QueueSize)
 
+	var wgActivePartitions sync.WaitGroup
 	var wgActiveBatches sync.WaitGroup
-	var wgActiveChunks sync.WaitGroup
 	var wgExtractors sync.WaitGroup
 	var wgTransformers sync.WaitGroup
 	var wgLoaders sync.WaitGroup
 
 	go func() {
-		if err := 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 extractorErrorHandler(jobCtx, chExtractorErrors, chBatches, chJobErrors, &wgActiveBatches)
-	go loaderErrorHandler(jobCtx, chLoadersErrors, chChunksTransformed, chJobErrors, &wgActiveChunks)
+	go custom_errors.ExtractorErrorHandler(
+		localCtx,
+		job.Retry,
+		job.MaxPartitionErrrors,
+		chExtractorErrors,
+		chPartitions,
+		chJobErrors,
+		&wgActivePartitions,
+	)
+	go custom_errors.LoaderErrorHandler(
+		localCtx,
+		job.Retry,
+		job.MaxChunkErrors,
+		chLoadersErrors,
+		chBatchesTransformed,
+		chJobErrors,
+		&wgActiveBatches,
+	)
 
-	maxExtractors := min(NumExtractors, len(batches))
-	log.Infof("Starting %d extractors...", maxExtractors)
-	extractStartTime := time.Now()
+	maxExtractors := min(job.MaxExtractors, len(partitions))
+	log.Infof("Starting %d extractor(s)...", maxExtractors)
 
 	for range maxExtractors {
 		wgExtractors.Go(func() {
-			extractFromMssql(jobCtx, sourceDb, job, sourceColTypes, ChunkSize, chBatches, chChunksRaw, chExtractorErrors, chJobErrors, &wgActiveBatches)
+			extractors.Consume(
+				localCtx,
+				extractor,
+				job.SourceTable,
+				sourceColTypes,
+				job.BatchSize,
+				chPartitions,
+				chBatchesRaw,
+				chExtractorErrors,
+				chJobErrors,
+				&wgActivePartitions,
+				&rowsRead,
+			)
 		})
 	}
 
-	wgActiveBatches.Add(len(batches))
+	wgActivePartitions.Add(len(partitions))
 	go func() {
-		for _, batch := range batches {
-			chBatches <- batch
+		for _, batch := range partitions {
+			chPartitions <- batch
 		}
 	}()
 
-	log.Infof("Starting %d transformers...", maxExtractors)
-	transformStartTime := time.Now()
+	log.Infof("Starting %d transformer(s)...", maxExtractors)
 
 	for range maxExtractors {
 		wgTransformers.Go(func() {
-			transformRowsMssql(jobCtx, sourceColTypes, chChunksRaw, chChunksTransformed, chJobErrors, &wgActiveChunks)
+			transformer.Exec(
+				localCtx,
+				sourceColTypes,
+				chBatchesRaw,
+				chBatchesTransformed,
+				chJobErrors,
+				&wgActiveBatches,
+			)
 		})
 	}
 
-	log.Infof("Starting %d PostgreSQL loader(s)...", NumLoaders)
-	loadStartTime := time.Now()
+	log.Infof("Starting %d loader(s)...", job.MaxLoaders)
 
-	for range NumLoaders {
+	for range job.MaxLoaders {
 		wgLoaders.Go(func() {
-			loadRowsPostgres(jobCtx, targetDb, job, targetColTypes, chChunksTransformed, chLoadersErrors, chJobErrors, &wgActiveChunks)
+			loader.Exec(
+				localCtx,
+				job.TargetTable,
+				targetColTypes,
+				chBatchesTransformed,
+				chLoadersErrors,
+				chJobErrors,
+				&wgActiveBatches,
+				&rowsLoaded,
+			)
 		})
 	}
 
 	go func() {
-		wgActiveBatches.Wait()
-		close(chBatches)
+		log.Debugf("Waiting for goroutines (%v)", job.Name)
+
+		wgActivePartitions.Wait()
+		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.Infof("Extraction completed in %v", time.Since(extractStartTime))
-		close(chChunksRaw)
+		log.Debugf("wgExtractors is empty (%v)", job.Name)
+		close(chBatchesRaw)
+		log.Debugf("chBatchesRaw is closed (%v)", job.Name)
 
 		wgTransformers.Wait()
-		log.Infof("Transformation completed in %v", time.Since(transformStartTime))
+		log.Debugf("wgTransformers is empty (%v)", job.Name)
 
-		wgActiveChunks.Wait()
-		close(chChunksTransformed)
+		wgActiveBatches.Wait()
+		log.Debugf("wgActiveBatches is empty (%v)", job.Name)
+		close(chBatchesTransformed)
+		log.Debugf("chBatchesTransformed is empty (%v)", job.Name)
 		close(chLoadersErrors)
+		log.Debugf("chLoadersErrors is empty (%v)", job.Name)
 
 		wgLoaders.Wait()
-		log.Infof("Loading completed in %v", time.Since(loadStartTime))
+		log.Debugf("wgLoaders is empty (%v)", job.Name)
 
 		cancel()
 	}()
 
-	<-jobCtx.Done()
-	log.Infof("Migration job completed. Total time: %v", time.Since(jobStartTime))
-}
-
-func logColumnTypes(columnTypes []ColumnType, label string) {
-	log.Debug(label)
-
-	for _, col := range columnTypes {
-		log.Debugf("%+v", col)
+	for _, query := range job.TargetTable.PostSQL {
+		if _, err := targetDbWrapper.Exec(localCtx, query); err != nil {
+			result.Error = err
+			return result
 		}
-}
-
-func logSampleRow(job MigrationJob, columns []ColumnType, rowValues UnknownRowValues, tag string) {
-	log.Infof("[%s.%s] Sample row: (%s)", job.Schema, job.Table, tag)
-	for i, col := range columns {
-		log.Infof("%s (%T): %v", col.Name(), rowValues[i], rowValues[i])
 	}
+
+	log.Debugf("waiting for local context to be done (%v)", job.Name)
+	<-localCtx.Done()
+	log.Debugf("local context done (%v)", job.Name)
+
+	if ctx.Err() != nil {
+		result.Error = ctx.Err()
+	}
+
+	result.Duration = time.Since(result.StartTime)
+	result.RowsRead = atomic.LoadInt64(&rowsRead)
+	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
 }

cmd/go_migrate/transformer.go

@@ -1,149 +0,0 @@
-package main
-
-import (
-	"context"
-	"errors"
-	"sync"
-	"time"
-
-	log "github.com/sirupsen/logrus"
-)
-
-type transformerFunc func(any) (any, error)
-
-type columnTransformPlan struct {
-	index int
-	fn    transformerFunc
-}
-
-func transformRowsMssql(
-	ctx context.Context,
-	columns []ColumnType,
-	chChunksIn <-chan Chunk,
-	chChunksOut chan<- Chunk,
-	chJobErrorsOut chan<- JobError,
-	wgActiveChunks *sync.WaitGroup,
-) {
-	transformationPlan := computeTransformationPlan(columns)
-
-	for {
-		if ctx.Err() != nil {
-			return
-		}
-
-		select {
-		case <-ctx.Done():
-			return
-
-		case chunk, ok := <-chChunksIn:
-			if !ok {
-				return
-			}
-
-			if len(transformationPlan) == 0 {
-				select {
-				case chChunksOut <- chunk:
-					wgActiveChunks.Add(1)
-					continue
-				case <-ctx.Done():
-					return
-				}
-			}
-
-			chunkStartTime := time.Now()
-
-			err := processChunk(ctx, &chunk, transformationPlan)
-			if err != nil {
-				if errors.Is(err, ctx.Err()) {
-					return
-				}
-
-				select {
-				case chJobErrorsOut <- JobError{ShouldCancelJob: true, Msg: "Transformation failed", Prev: err}:
-				case <-ctx.Done():
-				}
-				return
-			}
-
-			log.Infof("Transformed chunk %s: %d rows in %v", chunk.Id, len(chunk.Data), time.Since(chunkStartTime))
-
-			select {
-			case chChunksOut <- chunk:
-			case <-ctx.Done():
-				return
-			}
-
-			wgActiveChunks.Add(1)
-		}
-	}
-}
-
-func computeTransformationPlan(columns []ColumnType) []columnTransformPlan {
-	var plan []columnTransformPlan
-
-	for i, col := range columns {
-		switch col.SystemType() {
-		case "uniqueidentifier":
-			plan = append(plan, columnTransformPlan{
-				index: i,
-				fn: func(v any) (any, error) {
-					if b, ok := v.([]byte); ok && b != nil {
-						return mssqlUuidToBigEndian(b)
-					}
-					return v, nil
-				},
-			})
-
-		case "geometry", "geography":
-			plan = append(plan, columnTransformPlan{
-				index: i,
-				fn: func(v any) (any, error) {
-					if b, ok := v.([]byte); ok && b != nil {
-						return wkbToEwkbWithSrid(b, 4326)
-					}
-					return v, nil
-				},
-			})
-
-		case "datetime", "datetime2":
-			plan = append(plan, columnTransformPlan{
-				index: i,
-				fn: func(v any) (any, error) {
-					if t, ok := v.(time.Time); ok {
-						return ensureUTC(t), nil
-					}
-					return v, nil
-				},
-			})
-		}
-	}
-
-	return plan
-}
-
-const processChunkCtxCheck = 4096
-
-func processChunk(ctx context.Context, chunk *Chunk, transformationPlan []columnTransformPlan) error {
-	for i, rowValues := range chunk.Data {
-		if i%processChunkCtxCheck == 0 {
-			if err := ctx.Err(); err != nil {
-				return err
-			}
-		}
-
-		for _, task := range transformationPlan {
-			val := rowValues[task.index]
-			if val == nil {
-				continue
-			}
-
-			transformed, err := task.fn(val)
-			if err != nil {
-				return err
-			}
-			rowValues[task.index] = transformed
-		}
-	}
-
-	return nil
-}

config.yaml

@@ -0,0 +1,74 @@
+max_parallel_workers: 4
+source_db_type: sqlserver
+target_db_type: postgres
+
+defaults:
+  max_extractors: 2
+  max_loaders: 4
+  queue_size: 8
+  batch_size: 25000
+  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
+    max_delay_ms: 10000
+    max_jitter_ms: 500
+
+jobs:
+  - name: cartografia_manzana
+    enabled: true
+    source:
+      schema: Cartografia
+      table: MANZANA
+      primary_key: GDB_ARCHIVE_OID
+    target:
+      schema: Cartografia
+      table: MANZANA
+      pre_sql: 
+        - 'SELECT 1'
+    range:
+      min: 1000000
+      max: 2000000
+      is_min_inclusive: false
+      is_max_inclusive: true
+
+  - name: red_puerto
+    enabled: true
+    source:
+      schema: Red
+      table: PUERTO
+      primary_key: ID_PUERTO
+    target:
+      schema: Red
+      table: PUERTO
+      pre_sql: 
+        - 'SELECT 1'
+      post_sql: 
+        - "SELECT 1"
+
+  - name: infraestructura_site_holder__attach
+    source:
+      schema: Infraestructura
+      table: SITE_HOLDER__ATTACH
+      primary_key: GDB_ARCHIVE_OID
+    target:
+      schema: Infraestructura
+      table: SITE_HOLDER__ATTACH
+    to_storage:
+      columns:
+        - source: DATA
+          target: FILE_URL
+          mode: REFERENCE_ONLY
+    max_extractors: 8
+    max_loaders: 4
+    queue_size: 32
+    batch_size: 1
+    retry:
+      attempts: 5
+      base_delay_ms: 1000
+      max_delay_ms: 15000
+      max_jitter_ms: 500

go.mod

@@ -1,26 +1,35 @@
 module git.ksdemosapps.com/kylesoda/go-migrate
 
-go 1.25.7
+go 1.26
 
 require (
+	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.6.4
 	github.com/gaspardle/go-mssqlclrgeo v0.0.0-20160129143314-97ceabf987a4
 	github.com/google/uuid v1.6.0
+	github.com/ilyakaznacheev/cleanenv v1.5.0
 	github.com/jackc/pgx/v5 v5.9.1
-	github.com/joho/godotenv v1.5.1
 	github.com/microsoft/go-mssqldb v1.9.8
 	github.com/sirupsen/logrus v1.9.4
 	github.com/twpayne/go-geom v1.6.1
+	golang.org/x/sync v0.19.0
+	gopkg.in/yaml.v3 v3.0.1
 )
 
 require (
+	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.21.0 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 // indirect
+	github.com/BurntSushi/toml v1.6.0 // indirect
 	github.com/golang-sql/civil v0.0.0-20220223132316-b832511892a9 // indirect
 	github.com/golang-sql/sqlexp v0.1.0 // indirect
 	github.com/jackc/pgpassfile v1.0.0 // indirect
 	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
 	github.com/jackc/puddle/v2 v2.2.2 // indirect
+	github.com/joho/godotenv v1.5.1 // indirect
+	github.com/rogpeppe/go-internal v1.14.1 // indirect
 	github.com/shopspring/decimal v1.4.0 // indirect
 	golang.org/x/crypto v0.48.0 // indirect
-	golang.org/x/sync v0.19.0 // indirect
+	golang.org/x/net v0.51.0 // indirect
 	golang.org/x/sys v0.41.0 // indirect
 	golang.org/x/text v0.34.0 // indirect
+	olympos.io/encoding/edn v0.0.0-20201019073823-d3554ca0b0a3 // indirect
 )

go.sum

@@ -4,12 +4,19 @@ github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1 h1:Hk5QBxZQC1jb2Fwj6mpz
 github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1/go.mod h1:IYus9qsFobWIc2YVwe/WPjcnyCkPKtnHAqUYeebc8z0=
 github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 h1:9iefClla7iYpfYWdzPCRDozdmndjTm8DXdpCzPajMgA=
 github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2/go.mod h1:XtLgD3ZD34DAaVIIAyG3objl5DynM3CQ/vMcbBNJZGI=
+github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/storage/armstorage v1.8.1 h1:/Zt+cDPnpC3OVDm/JKLOs7M2DKmLRIIp3XIx9pHHiig=
+github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/storage/armstorage v1.8.1/go.mod h1:Ng3urmn6dYe8gnbCMoHHVl5APYz2txho3koEkV2o2HA=
 github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/azkeys v1.4.0 h1:E4MgwLBGeVB5f2MdcIVD3ELVAWpr+WD6MUe1i+tM/PA=
 github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/azkeys v1.4.0/go.mod h1:Y2b/1clN4zsAoUd/pgNAQHjLDnTis/6ROkUfyob6psM=
 github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/internal v1.2.0 h1:nCYfgcSyHZXJI8J0IWE5MsCGlb2xp9fJiXyxWgmOFg4=
 github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/internal v1.2.0/go.mod h1:ucUjca2JtSZboY8IoUqyQyuuXvwbMBVwFOm0vdQPNhA=
+github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.6.4 h1:jWQK1GI+LeGGUKBADtcH2rRqPxYB1Ljwms5gFA2LqrM=
+github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.6.4/go.mod h1:8mwH4klAm9DUgR2EEHyEEAQlRDvLPyg5fQry3y+cDew=
 github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0 h1:XRzhVemXdgvJqCH0sFfrBUTnUJSBrBf7++ypk+twtRs=
 github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0/go.mod h1:HKpQxkWaGLJ+D/5H8QRpyQXA1eKjxkFlOMwck5+33Jk=
+github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
+github.com/BurntSushi/toml v1.6.0 h1:dRaEfpa2VI55EwlIW72hMRHdWouJeRF7TPYhI+AUQjk=
+github.com/BurntSushi/toml v1.6.0/go.mod h1:ukJfTF/6rtPPRCnwkur4qwRxa8vTRFBF0uk2lLoLwho=
 github.com/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU=
 github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU=
 github.com/alecthomas/assert/v2 v2.10.0 h1:jjRCHsj6hBJhkmhznrCzoNpbA3zqy0fYiUcYZP/GkPY=
@@ -31,6 +38,8 @@ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
 github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/hexops/gotextdiff v1.0.3 h1:gitA9+qJrrTCsiCl7+kh75nPqQt1cx4ZkudSTLoUqJM=
 github.com/hexops/gotextdiff v1.0.3/go.mod h1:pSWU5MAI3yDq+fZBTazCSJysOMbxWL1BSow5/V2vxeg=
+github.com/ilyakaznacheev/cleanenv v1.5.0 h1:0VNZXggJE2OYdXE87bfSSwGxeiGt9moSR2lOrsHHvr4=
+github.com/ilyakaznacheev/cleanenv v1.5.0/go.mod h1:a5aDzaJrLCQZsazHol1w8InnDcOX0OColm64SlIi6gk=
 github.com/jackc/pgpassfile v1.0.0 h1:/6Hmqy13Ss2zCq62VdNG8tM1wchn8zjSGOBJ6icpsIM=
 github.com/jackc/pgpassfile v1.0.0/go.mod h1:CEx0iS5ambNFdcRtxPj5JhEz+xB6uRky5eyVu/W2HEg=
 github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 h1:iCEnooe7UlwOQYpKFhBabPMi4aNAfoODPEFNiAnClxo=
@@ -41,6 +50,10 @@ github.com/jackc/puddle/v2 v2.2.2 h1:PR8nw+E/1w0GLuRFSmiioY6UooMp6KJv0/61nB7icHo
 github.com/jackc/puddle/v2 v2.2.2/go.mod h1:vriiEXHvEE654aYKXXjOvZM39qJ0q+azkZFrfEOc3H4=
 github.com/joho/godotenv v1.5.1 h1:7eLL/+HRGLY0ldzfGMeQkb7vMd0as4CfYvUVzLqw0N0=
 github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
+github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
+github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
+github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
+github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
 github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0SNc=
 github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw=
 github.com/microsoft/go-mssqldb v1.9.8 h1:d4IFMvF/o+HdpXUqbBfzHvn/NlFA75YGcfHUUvDFJEM=
@@ -49,6 +62,8 @@ github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c h1:+mdjkGKdHQG3305AYmd
 github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c/go.mod h1:7rwL4CYBLnjLxUqIJNnCWiEdr3bn6IUYi15bNlnbCCU=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ=
+github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
 github.com/shopspring/decimal v1.4.0 h1:bxl37RwXBklmTi0C79JfXCEBD1cqqHt0bbgBAGFp81k=
 github.com/shopspring/decimal v1.4.0/go.mod h1:gawqmDU56v4yIKSwfBSFip1HdCCXN8/+DMd9qYNcwME=
 github.com/sirupsen/logrus v1.9.4 h1:TsZE7l11zFCLZnZ+teH4Umoq5BhEIfIzfRDZ1Uzql2w=
@@ -71,6 +86,10 @@ golang.org/x/sys v0.41.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
 golang.org/x/text v0.34.0 h1:oL/Qq0Kdaqxa1KbNeMKwQq0reLCCaFtqu2eNuSeNHbk=
 golang.org/x/text v0.34.0/go.mod h1:homfLqTYRFyVYemLBFl5GgL/DWEiH5wcsQ5gSh1yziA=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
+gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+olympos.io/encoding/edn v0.0.0-20201019073823-d3554ca0b0a3 h1:slmdOY3vp8a7KQbHkL+FLbvbkgMqmXojpFUO/jENuqQ=
+olympos.io/encoding/edn v0.0.0-20201019073823-d3554ca0b0a3/go.mod h1:oVgVk4OWVDi43qWBEyGhXgYxt7+ED4iYNpTngSLX2Iw=

internal/app/azure/main.go

@@ -0,0 +1,87 @@
+package azure
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"net/url"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	"github.com/Azure/azure-sdk-for-go/sdk/storage/azblob"
+)
+
+var (
+	ErrInvalidConnectionString = errors.New("invalid connection string")
+	ErrContainerNotFound       = errors.New("container not found")
+	ErrBlobNotFound            = errors.New("blob not found")
+	ErrInvalidInput            = errors.New("invalid input parameters")
+)
+
+type Client struct {
+	client             *azblob.Client
+	azureStorageConfig config.AzureStorageConfig
+}
+
+func NewClient(azureStorageConfig config.AzureStorageConfig) (*Client, error) {
+	protocol := "https"
+	if !azureStorageConfig.UseHTTPS {
+		protocol = "http"
+	}
+
+	blobEndpoint, _ := url.JoinPath(azureStorageConfig.ServiceURL, azureStorageConfig.AccountName)
+	connStr := fmt.Sprintf("DefaultEndpointsProtocol=%s;AccountName=%s;AccountKey=%s;BlobEndpoint=%s;",
+		protocol, azureStorageConfig.AccountName, azureStorageConfig.AccountKey, blobEndpoint)
+
+	client, err := azblob.NewClientFromConnectionString(connStr, nil)
+	if err != nil {
+		return nil, fmt.Errorf("creating azure storage client: %w", err)
+	}
+
+	return &Client{
+		client:             client,
+		azureStorageConfig: azureStorageConfig,
+	}, nil
+}
+
+func (c *Client) CreateContainer(ctx context.Context, containerName string) error {
+	if containerName == "" {
+		return ErrInvalidInput
+	}
+
+	_, err := c.client.CreateContainer(ctx, containerName, nil)
+	if err != nil {
+		return fmt.Errorf("creating container %s: %w", containerName, err)
+	}
+	return nil
+}
+
+func (c *Client) UploadBuffer(ctx context.Context, containerName, blobPath string, buffer []byte) error {
+	if containerName == "" || blobPath == "" || buffer == nil {
+		return ErrInvalidInput
+	}
+
+	_, err := c.client.UploadBuffer(ctx, containerName, blobPath, buffer, nil)
+	if err != nil {
+		return fmt.Errorf("uploading blob %s: %w", blobPath, err)
+	}
+	return nil
+}
+
+func (c *Client) UploadAndGetURL(ctx context.Context, blobPath string, buffer []byte) (string, error) {
+	if blobPath == "" || buffer == nil {
+		return "", ErrInvalidInput
+	}
+
+	fullPath := blobPath
+	if c.azureStorageConfig.Prefix != "" {
+		fullPath, _ = url.JoinPath(c.azureStorageConfig.Prefix, blobPath)
+	}
+
+	if err := c.UploadBuffer(ctx, c.azureStorageConfig.Container, fullPath, buffer); err != nil {
+		return "", err
+	}
+
+	blobEndpoint, _ := url.JoinPath(c.azureStorageConfig.ServiceURL, c.azureStorageConfig.AccountName)
+	blobURL, _ := url.JoinPath(blobEndpoint, c.azureStorageConfig.Container, fullPath)
+	return blobURL, nil
+}

internal/app/config/main.go

@@ -1,55 +1,41 @@
 package config
 
 import (
-	"os"
-
-	"github.com/joho/godotenv"
+	"github.com/ilyakaznacheev/cleanenv"
 	log "github.com/sirupsen/logrus"
 )
 
-type appConfig struct {
-	SourceDbUrl  string
-	SourceDbType string
-	TargetDbUrl  string
-	TargetDbType string
+type AzureStorageConfig struct {
+	AccountName string `env:"AZ_ACCOUNT_NAME"`
+	Container   string `env:"AZ_CONTAINER"`
+	AccountKey  string `env:"AZ_ACCOUNT_KEY"`
+	UseHTTPS    bool   `env:"AZ_USE_HTTPS" env-default:"true"`
+	ServiceURL  string `env:"AZ_SERVICE_URL"`
+	Prefix      string `env:"AZ_PREFIX"`
+	Enabled     bool   `env:"AZ_STORAGE_ENABLED"`
 }
 
-func loadEnv() {
-	err := godotenv.Load()
-	if err != nil {
-		log.Warn("Warning: could not load .env file")
-	}
+type appConfig struct {
+	SourceDbUrl  string `env:"SOURCE_DB_URL" env-required:"true"`
+	TargetDbUrl  string `env:"TARGET_DB_URL" env-required:"true"`
+	LogLevel     string `env:"LOG_LEVEL" env-default:"INFO"`
+	AzureStorage AzureStorageConfig
 }
 
 func getAppConfig() appConfig {
-	loadEnv()
+	var cfg appConfig
 
-	sourceDbUrl := os.Getenv("SOURCE_DB_URL")
-	if sourceDbUrl == "" {
-		log.Fatal("SOURCE_DB_URL environment variable not set")
+	err := cleanenv.ReadConfig(".env", &cfg)
+	if err != nil {
+		log.Warn("Could not load .env file")
 	}
 
-	sourceDbType := os.Getenv("SOURCE_DB_TYPE")
-	if sourceDbType == "" {
-		log.Fatal("SOURCE_DB_TYPE environment variable not set")
+	err = cleanenv.ReadEnv(&cfg)
+	if err != nil {
+		log.Fatalf("Error al cargar variables: %v", err)
 	}
 
-	targetDbUrl := os.Getenv("TARGET_DB_URL")
-	if targetDbUrl == "" {
-		log.Fatal("TARGET_DB_URL environment variable not set")
-	}
-
-	targetDbType := os.Getenv("TARGET_DB_TYPE")
-	if targetDbType == "" {
-		log.Fatal("TARGET_DB_TYPE environment variable not set")
-	}
-
-	return appConfig{
-		SourceDbUrl:  sourceDbUrl,
-		SourceDbType: sourceDbType,
-		TargetDbUrl:  targetDbUrl,
-		TargetDbType: targetDbType,
-	}
+	return cfg
 }
 
 var App appConfig = getAppConfig()

internal/app/config/migration.go

@@ -0,0 +1,151 @@
+package config
+
+import (
+	"fmt"
+	"os"
+
+	"gopkg.in/yaml.v3"
+)
+
+type RetryConfig struct {
+	Attempts    int `yaml:"attempts"`
+	BaseDelayMs int `yaml:"base_delay_ms"`
+	MaxDelayMs  int `yaml:"max_delay_ms"`
+	MaxJitterMs int `yaml:"max_jitter_ms"`
+}
+
+type ToStorageColumnConfig struct {
+	Source string `yaml:"source"`
+	Target string `yaml:"target"`
+	Mode   string `yaml:"mode"`
+}
+
+type ToStorageConfig struct {
+	Columns []ToStorageColumnConfig `yaml:"columns"`
+}
+
+type JobConfig struct {
+	MaxExtractors       int         `yaml:"max_extractors"`
+	MaxLoaders          int         `yaml:"max_loaders"`
+	QueueSize           int         `yaml:"queue_size"`
+	BatchSize           int         `yaml:"batch_size"`
+	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
+	ToStorage           ToStorageConfig `yaml:"to_storage"`
+}
+
+type TableInfo struct {
+	Schema string `yaml:"schema"`
+	Table  string `yaml:"table"`
+}
+
+type SourceTableInfo struct {
+	TableInfo  `yaml:",inline"`
+	PrimaryKey string `yaml:"primary_key"`
+}
+
+type TargetTableInfo struct {
+	TableInfo `yaml:",inline"`
+	PreSQL    []string `yaml:"pre_sql"`
+	PostSQL   []string `yaml:"post_sql"`
+}
+
+type RangeConfig struct {
+	Min            int64 `yaml:"min"`
+	Max            int64 `yaml:"max"`
+	IsMinInclusive bool  `yaml:"is_min_inclusive"`
+	IsMaxInclusive bool  `yaml:"is_max_inclusive"`
+}
+
+type Job struct {
+	Name        string          `yaml:"name"`
+	Enabled     bool            `yaml:"enabled"`
+	SourceTable SourceTableInfo `yaml:"source"`
+	TargetTable TargetTableInfo `yaml:"target"`
+	JobConfig   `yaml:",inline"`
+	Range       RangeConfig `yaml:"range"`
+}
+
+type MigrationConfig struct {
+	MaxParallelWorkers int       `yaml:"max_parallel_workers"`
+	SourceDbType       string    `yaml:"source_db_type"`
+	TargetDbType       string    `yaml:"target_db_type"`
+	Defaults           JobConfig `yaml:"defaults"`
+	Jobs               []Job     `yaml:"jobs"`
+}
+
+type rawConfig struct {
+	MaxParallelWorkers int         `yaml:"max_parallel_workers"`
+	SourceDbType       string      `yaml:"source_db_type"`
+	TargetDbType       string      `yaml:"target_db_type"`
+	Defaults           JobConfig   `yaml:"defaults"`
+	Jobs               []yaml.Node `yaml:"jobs"`
+}
+
+func (c *MigrationConfig) UnmarshalYAML(value *yaml.Node) error {
+	var raw rawConfig
+	if err := value.Decode(&raw); err != nil {
+		return err
+	}
+
+	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 {
+		job := Job{
+			JobConfig: raw.Defaults,
+		}
+
+		if err := node.Decode(&job); err != nil {
+			return err
+		}
+
+		job.RowsPerPartition = int64(job.BatchSize * job.BatchesPerPartition)
+
+		c.Jobs = append(c.Jobs, job)
+	}
+
+	return nil
+}
+
+const defaultConfigFileName string = "config.yaml"
+
+func filenamesOrDefault(filenames []string) []string {
+	if len(filenames) == 0 {
+		return []string{defaultConfigFileName}
+	}
+	return filenames
+}
+
+func ReadMigrationConfig(filenames ...string) (MigrationConfig, error) {
+	filenames = filenamesOrDefault(filenames)
+	var data []byte
+	var err error
+
+	for _, filename := range filenames {
+		data, err = os.ReadFile(filename)
+		if err != nil {
+			continue
+		}
+		break
+	}
+
+	if err != nil {
+		return MigrationConfig{}, fmt.Errorf("Error reading config file: %v", err)
+	}
+
+	var config MigrationConfig
+	if err := yaml.Unmarshal(data, &config); err != nil {
+		return MigrationConfig{}, fmt.Errorf("Error parsing config file: %v", err)
+	}
+
+	return config, nil
+}

internal/app/convert/main.go

@@ -0,0 +1,18 @@
+package convert
+
+func ToInt64(v any) (int64, bool) {
+	switch t := v.(type) {
+	case int:
+		return int64(t), true
+	case int8:
+		return int64(t), true
+	case int16:
+		return int64(t), true
+	case int32:
+		return int64(t), true
+	case int64:
+		return int64(t), true
+	default:
+		return 0, false
+	}
+}

internal/app/custom_errors/backoff.go

@@ -0,0 +1,61 @@
+package custom_errors
+
+import (
+	"context"
+	"math/rand"
+	"time"
+)
+
+func computeBackoffDelay(retryCounter int, baseDelayMs int, maxDelayMs int, maxJitterMs int) time.Duration {
+	if retryCounter < 0 {
+		retryCounter = 0
+	}
+
+	delay := max(time.Duration(baseDelayMs)*time.Millisecond, 0)
+
+	maxDelay := time.Duration(maxDelayMs) * time.Millisecond
+	for i := 0; i < retryCounter; i++ {
+		if maxDelayMs > 0 && delay >= maxDelay {
+			delay = maxDelay
+			break
+		}
+		if delay == 0 {
+			break
+		}
+		delay *= 2
+	}
+
+	if maxDelayMs > 0 && delay > maxDelay {
+		delay = maxDelay
+	}
+
+	if maxJitterMs > 0 {
+		jitter := time.Duration(rand.Intn(maxJitterMs+1)) * time.Millisecond
+		delay += jitter
+	}
+
+	if delay < 0 {
+		delay = 0
+	}
+
+	return delay
+}
+
+func requeueWithBackoff(ctx context.Context, delay time.Duration, enqueue func()) {
+	if delay <= 0 {
+		enqueue()
+		return
+	}
+
+	go func() {
+		timer := time.NewTimer(delay)
+		defer timer.Stop()
+
+		select {
+		case <-ctx.Done():
+			return
+		case <-timer.C:
+			enqueue()
+		}
+	}()
+}

internal/app/custom_errors/extractor.error.go

@@ -0,0 +1,119 @@
+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 {
+	Partition models.Partition
+	LastId    int64
+	HasLastId bool
+	Msg       string
+}
+
+func (e *ExtractorError) Error() string {
+	return e.Msg
+}
+
+func ExtractorErrorHandler(
+	ctx context.Context,
+	retryConfig config.RetryConfig,
+	maxPartitionErrors int,
+	chErrorsIn <-chan ExtractorError,
+	chPartitionsOut chan<- models.Partition,
+	chJobErrorsOut chan<- JobError,
+	wgActivePartitions *sync.WaitGroup,
+) {
+	definitiveErrors := 0
+
+	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()
+				definitiveErrors++
+				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
+				}
+
+				if maxPartitionErrors > 0 && definitiveErrors >= maxPartitionErrors {
+					fatalError := JobError{
+						ShouldCancelJob: true,
+						Msg:             fmt.Sprintf("Partition error limit reached (%d)", maxPartitionErrors),
+						Prev:            &err,
+					}
+
+					select {
+					case chJobErrorsOut <- fatalError:
+					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.Range.Min = err.LastId
+				newPartition.Range.IsMinInclusive = false
+			}
+
+			requeueWithBackoff(ctx, delay, func() {
+				select {
+				case chPartitionsOut <- newPartition:
+				case <-ctx.Done():
+					return
+				}
+			})
+		}
+	}
+}

internal/app/custom_errors/job.error.go

@@ -1,4 +1,4 @@
-package main
+package custom_errors
 
 import (
 	"context"
@@ -21,7 +21,7 @@ func (e *JobError) Error() string {
 	return e.Msg
 }
 
-func jobErrorHandler(ctx context.Context, chErrorsIn <-chan JobError) error {
+func JobErrorHandler(ctx context.Context, chErrorsIn <-chan JobError) error {
 	for {
 		if ctx.Err() != nil {
 			return nil
@@ -37,11 +37,11 @@ func jobErrorHandler(ctx context.Context, chErrorsIn <-chan JobError) error {
 			}
 
 			if err.ShouldCancelJob {
-				log.Error(err.Msg, " - ", err.Prev)
+				log.Errorf("(Fatal job error) - %v - %v", err.Msg, err.Prev)
 				return &err
 			}
 
-			log.Error(err.Msg, " - ", err.Prev)
+			log.Errorf("%v - %v", err.Msg, err.Prev)
 		}
 	}
 }

internal/app/custom_errors/loader.error.go

@@ -0,0 +1,107 @@
+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"
+)
+
+type LoaderError struct {
+	Batch models.Batch
+	Msg   string
+}
+
+func (e *LoaderError) Error() string {
+	return e.Msg
+}
+
+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
+		}
+
+		select {
+		case <-ctx.Done():
+			return
+
+		case err, ok := <-chErrorsIn:
+			if !ok {
+				return
+			}
+
+			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),
+					Prev:            &err,
+				}
+
+				select {
+				case chJobErrorsOut <- jobError:
+				case <-ctx.Done():
+					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{
+					ShouldCancelJob: false,
+					Msg:             fmt.Sprintf("Temporal error in batch %v (retries: %d)", err.Batch.Id, err.Batch.RetryCounter),
+					Prev:            &err,
+				}
+
+				select {
+				case chJobErrorsOut <- jobError:
+				case <-ctx.Done():
+					return
+				}
+			}
+
+			err.Batch.RetryCounter++
+			delay := computeBackoffDelay(
+				err.Batch.RetryCounter,
+				retryConfig.BaseDelayMs,
+				retryConfig.MaxDelayMs,
+				retryConfig.MaxJitterMs,
+			)
+
+			requeueWithBackoff(ctx, delay, func() {
+				select {
+				case chBatchesOut <- err.Batch:
+				case <-ctx.Done():
+					return
+				}
+			})
+		}
+	}
+}

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/main.go

@@ -0,0 +1,101 @@
+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.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
+			}
+
+			rowsReadResult, err := extractor.Exec(
+				ctx,
+				tableInfo,
+				columns,
+				batchSize,
+				partition,
+				indexPrimaryKey,
+				chBatchesOut,
+			)
+
+			if rowsReadResult > 0 {
+				atomic.AddInt64(rowsRead, int64(rowsReadResult))
+			}
+
+			if err != nil {
+				if exError, ok := errors.AsType[*custom_errors.ExtractorError](err); ok {
+					select {
+					case <-ctx.Done():
+						return
+					case chErrorsOut <- *exError:
+					}
+				} else if jobError, ok := errors.AsType[*custom_errors.JobError](err); ok {
+					select {
+					case <-ctx.Done():
+						return
+					case chJobErrorsOut <- *jobError:
+					}
+				} else {
+					select {
+					case <-ctx.Done():
+						return
+					case chErrorsOut <- custom_errors.ExtractorError{Partition: partition, Msg: err.Error()}:
+					}
+				}
+
+				continue
+			}
+
+			wgActivePartitions.Done()
+		}
+	}
+}

internal/app/etl/extractors/mssql.go

@@ -0,0 +1,209 @@
+package extractors
+
+import (
+	"context"
+	"database/sql"
+	"errors"
+	"fmt"
+	"strings"
+
+	"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 dbwrapper.DbWrapper
+}
+
+func NewMssqlExtractor(db dbwrapper.DbWrapper) etl.Extractor {
+	return &MssqlExtractor{db: db}
+}
+
+func buildExtractQueryMssql(
+	tableInfo config.SourceTableInfo,
+	columns []models.ColumnType,
+	includeRange bool,
+	isMinInclusive bool,
+	isMaxInclusive bool,
+	hasMin bool,
+	hasMax bool,
+) string {
+	var sbQuery strings.Builder
+
+	sbQuery.WriteString("SELECT ")
+
+	if len(columns) == 0 {
+		sbQuery.WriteString("*")
+	} else {
+		for i, col := range columns {
+			fmt.Fprintf(&sbQuery, "[%s]", col.Name())
+
+			if col.Type() == "GEOMETRY" {
+				fmt.Fprintf(&sbQuery, ".STAsBinary() AS [%s]", col.Name())
+			}
+
+			if i < len(columns)-1 {
+				sbQuery.WriteString(", ")
+			}
+		}
+	}
+
+	fmt.Fprintf(&sbQuery, " FROM [%s].[%s]", tableInfo.Schema, tableInfo.Table)
+
+	if includeRange && (hasMin || hasMax) {
+		sbQuery.WriteString(" WHERE ")
+
+		if hasMin {
+			fmt.Fprintf(&sbQuery, "[%s]", tableInfo.PrimaryKey)
+			if isMinInclusive {
+				sbQuery.WriteString(" >=")
+			} else {
+				sbQuery.WriteString(" >")
+			}
+			sbQuery.WriteString(" @min")
+		}
+
+		if hasMin && hasMax {
+			sbQuery.WriteString(" AND ")
+		}
+
+		if hasMax {
+			fmt.Fprintf(&sbQuery, "[%s]", tableInfo.PrimaryKey)
+			if isMaxInclusive {
+				sbQuery.WriteString(" <=")
+			} else {
+				sbQuery.WriteString(" <")
+			}
+			sbQuery.WriteString(" @max")
+		}
+	}
+
+	fmt.Fprintf(&sbQuery, " ORDER BY [%s] ASC", tableInfo.PrimaryKey)
+
+	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) Exec(
+	ctx context.Context,
+	tableInfo config.SourceTableInfo,
+	columns []models.ColumnType,
+	batchSize int,
+	partition models.Partition,
+	indexPrimaryKey int,
+	chBatchesOut chan<- models.Batch,
+) (int, error) {
+	hasMin := partition.HasRange && partition.Range.Min > 0
+	hasMax := partition.HasRange && partition.Range.Max > 0
+	query := buildExtractQueryMssql(tableInfo, columns, partition.HasRange, partition.Range.IsMinInclusive, partition.Range.IsMaxInclusive, hasMin, hasMax)
+
+	var queryArgs []any
+	if hasMin {
+		queryArgs = append(queryArgs, sql.Named("min", partition.Range.Min))
+	}
+	if hasMax {
+		queryArgs = append(queryArgs, sql.Named("max", partition.Range.Max))
+	}
+
+	rowsRead := 0
+	rows, err := mssqlEx.db.Query(ctx, query, queryArgs...)
+	if err != nil {
+		return rowsRead, &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
+	}
+	defer rows.Close()
+
+	batchRows := make([]models.UnknownRowValues, 0, batchSize)
+
+	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 rowsRead, &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 rowsRead, ctx.Err()
+			}
+
+			return rowsRead, errorFromLastRow(lastRow, indexPrimaryKey, partition, err)
+		}
+		rowsRead++
+
+		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 rowsRead, ctx.Err()
+			}
+
+			batchRows = make([]models.UnknownRowValues, 0, batchSize)
+		}
+
+	}
+
+	if err := rows.Err(); err != nil {
+		if errors.Is(err, ctx.Err()) {
+			return rowsRead, ctx.Err()
+		}
+
+		if len(batchRows) > 0 {
+			lastRow := batchRows[len(batchRows)-1]
+			return rowsRead, errorFromLastRow(lastRow, indexPrimaryKey, partition, err)
+		}
+
+		return rowsRead, &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
+	}
+
+	if len(batchRows) > 0 {
+		select {
+		case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
+		case <-ctx.Done():
+			return rowsRead, ctx.Err()
+		}
+	}
+
+	return rowsRead, nil
+}

internal/app/etl/extractors/postgres.go

@@ -0,0 +1,157 @@
+package extractors
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"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"
+)
+
+type PostgresExtractor struct {
+	db dbwrapper.DbWrapper
+}
+
+func NewPostgresExtractor(db dbwrapper.DbWrapper) etl.Extractor {
+	return &PostgresExtractor{db: db}
+}
+
+func buildExtractQueryPostgres(
+	sourceDbInfo config.SourceTableInfo,
+	columns []models.ColumnType,
+	includeRange bool,
+	isMinInclusive bool,
+	isMaxInclusive bool,
+	hasMin bool,
+	hasMax bool,
+) string {
+	var sbColumns strings.Builder
+
+	if len(columns) == 0 {
+		sbColumns.WriteString("*")
+	} else {
+		for i, col := range columns {
+			if col.Type() == "GEOMETRY" {
+				sbColumns.WriteString(`ST_AsEWKB("`)
+				sbColumns.WriteString(col.Name())
+				sbColumns.WriteString(`") AS "`)
+				sbColumns.WriteString(col.Name())
+				sbColumns.WriteString(`"`)
+			} else {
+				sbColumns.WriteString(`"`)
+				sbColumns.WriteString(col.Name())
+				sbColumns.WriteString(`"`)
+			}
+
+			if i < len(columns)-1 {
+				sbColumns.WriteString(", ")
+			}
+		}
+	}
+
+	query := fmt.Sprintf(`SELECT %s FROM "%s"."%s"`, sbColumns.String(), sourceDbInfo.Schema, sourceDbInfo.Table)
+
+	if includeRange && (hasMin || hasMax) {
+		query += " WHERE "
+		paramIdx := 1
+
+		if hasMin {
+			query += fmt.Sprintf(`"%s"`, sourceDbInfo.PrimaryKey)
+			if isMinInclusive {
+				query += " >="
+			} else {
+				query += " >"
+			}
+			query += fmt.Sprintf(" $%d", paramIdx)
+			paramIdx++
+		}
+
+		if hasMin && hasMax {
+			query += " AND "
+		}
+
+		if hasMax {
+			query += fmt.Sprintf(`"%s"`, sourceDbInfo.PrimaryKey)
+			if isMaxInclusive {
+				query += " <="
+			} else {
+				query += " <"
+			}
+			query += fmt.Sprintf(" $%d", paramIdx)
+		}
+	}
+
+	query += fmt.Sprintf(` ORDER BY "%s" ASC`, sourceDbInfo.PrimaryKey)
+
+	return query
+}
+
+func (postgresEx *PostgresExtractor) Exec(
+	ctx context.Context,
+	tableInfo config.SourceTableInfo,
+	columns []models.ColumnType,
+	batchSize int,
+	partition models.Partition,
+	indexPrimaryKey int,
+	chBatchesOut chan<- models.Batch,
+) (int, error) {
+	hasMin := partition.HasRange && partition.Range.Min > 0
+	hasMax := partition.HasRange && partition.Range.Max > 0
+	query := buildExtractQueryPostgres(tableInfo, columns, partition.HasRange, partition.Range.IsMinInclusive, partition.Range.IsMaxInclusive, hasMin, hasMax)
+
+	var queryArgs []any
+	if hasMin {
+		queryArgs = append(queryArgs, partition.Range.Min)
+	}
+	if hasMax {
+		queryArgs = append(queryArgs, partition.Range.Max)
+	}
+
+	rowsRead := 0
+	rows, err := postgresEx.db.Query(ctx, query, queryArgs...)
+	if err != nil {
+		return rowsRead, &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
+	}
+	defer rows.Close()
+
+	batchRows := make([]models.UnknownRowValues, 0, batchSize)
+
+	for rows.Next() {
+		values, err := rows.Values()
+		if err != nil {
+			return rowsRead, &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
+		}
+		rowsRead++
+
+		batchRows = append(batchRows, values)
+
+		if len(batchRows) >= batchSize {
+			select {
+			case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
+			case <-ctx.Done():
+				return rowsRead, ctx.Err()
+			}
+
+			batchRows = make([]models.UnknownRowValues, 0, batchSize)
+		}
+	}
+
+	if err := rows.Err(); err != nil {
+		return rowsRead, &custom_errors.ExtractorError{Partition: partition, HasLastId: false, Msg: err.Error()}
+	}
+
+	if len(batchRows) > 0 {
+		select {
+		case chBatchesOut <- models.Batch{Id: uuid.New(), PartitionId: partition.Id, Rows: batchRows, RetryCounter: 0}:
+		case <-ctx.Done():
+			return rowsRead, nil
+		}
+	}
+
+	return rowsRead, nil
+}

internal/app/etl/loaders/main.go

@@ -0,0 +1,117 @@
+package loaders
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"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/jackc/pgx/v5/pgconn"
+)
+
+type GenericLoader struct {
+	db dbwrapper.DbWrapper
+}
+
+func NewGenericLoader(db dbwrapper.DbWrapper) etl.Loader {
+	return &GenericLoader{db: db}
+}
+
+func (gl *GenericLoader) ProcessBatch(
+	ctx context.Context,
+	tableInfo config.TargetTableInfo,
+	colNames []string,
+	batch models.Batch,
+) (int, error) {
+	_, err := gl.db.SaveMassive(
+		ctx,
+		tableInfo.Schema,
+		tableInfo.Table,
+		colNames,
+		batch.Rows,
+	)
+
+	if err != nil {
+		var pgErr *pgconn.PgError
+		if errors.As(err, &pgErr) {
+			if pgErr.Code == "23505" {
+				return 0, &custom_errors.JobError{
+					ShouldCancelJob: true,
+					Msg:             fmt.Sprintf("Fatal error in table %s.%s", tableInfo.Schema, tableInfo.Table),
+					Prev:            err,
+				}
+			}
+		}
+
+		return 0, &custom_errors.LoaderError{Batch: batch, Msg: err.Error()}
+	}
+
+	return len(batch.Rows), nil
+}
+
+func (gl *GenericLoader) Exec(
+	ctx context.Context,
+	tableInfo config.TargetTableInfo,
+	columns []models.ColumnType,
+	chBatchesIn <-chan models.Batch,
+	chErrorsOut chan<- custom_errors.LoaderError,
+	chJobErrorsOut chan<- custom_errors.JobError,
+	wgActiveBatches *sync.WaitGroup,
+	rowsLoaded *int64,
+) {
+	colNames := mapSlice(columns, func(col models.ColumnType) string {
+		return col.Name()
+	})
+
+	for {
+		if ctx.Err() != nil {
+			return
+		}
+
+		select {
+		case <-ctx.Done():
+			return
+		case batch, ok := <-chBatchesIn:
+			if !ok {
+				return
+			}
+
+			processedRows, err := gl.ProcessBatch(ctx, tableInfo, colNames, batch)
+
+			if err != nil {
+				var ldError *custom_errors.LoaderError
+				var jobError *custom_errors.JobError
+				if errors.As(err, &ldError) {
+					select {
+					case <-ctx.Done():
+						return
+					case chErrorsOut <- *ldError:
+					}
+				} else if errors.As(err, &jobError) {
+					select {
+					case <-ctx.Done():
+						return
+					case chJobErrorsOut <- *jobError:
+					}
+				} else {
+					select {
+					case <-ctx.Done():
+						return
+					case chErrorsOut <- custom_errors.LoaderError{Batch: batch, Msg: err.Error()}:
+					}
+				}
+
+				continue
+			}
+
+			wgActiveBatches.Done()
+			atomic.AddInt64(rowsLoaded, int64(processedRows))
+		}
+	}
+}

internal/app/etl/loaders/utils.go

@@ -0,0 +1,11 @@
+package loaders
+
+func mapSlice[T any, V any](input []T, mapper func(T) V) []V {
+	result := make([]V, len(input))
+
+	for i, v := range input {
+		result[i] = mapper(v)
+	}
+
+	return result
+}

internal/app/etl/table_analyzers/main.go

@@ -0,0 +1,55 @@
+package table_analyzers
+
+import (
+	"context"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/etl"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/models"
+	"github.com/google/uuid"
+)
+
+func PartitionRangeGenerator(
+	ctx context.Context,
+	tableAnalyzer etl.TableAnalyzer,
+	tableInfo config.TableInfo,
+	partitionColumn string,
+	rowsPerPartition int64,
+	jobRange config.RangeConfig,
+) ([]models.Partition, error) {
+	if jobRange.Min > 0 {
+		return []models.Partition{{
+			Id:           uuid.New(),
+			HasRange:     true,
+			RetryCounter: 0,
+			Range: models.PartitionRange{
+				Min:            jobRange.Min,
+				Max:            jobRange.Max,
+				IsMinInclusive: jobRange.IsMinInclusive,
+				IsMaxInclusive: jobRange.IsMaxInclusive,
+			},
+		}}, nil
+	}
+
+	rowsCount, err := tableAnalyzer.EstimateTotalRows(ctx, tableInfo)
+	if err != nil {
+		return nil, err
+	}
+
+	if rowsCount <= rowsPerPartition {
+		return []models.Partition{{
+			Id:           uuid.New(),
+			HasRange:     false,
+			RetryCounter: 0,
+		}}, nil
+
+	}
+
+	partitionsCount := rowsCount / rowsPerPartition
+	partitions, err := tableAnalyzer.CalculatePartitionRanges(ctx, tableInfo, partitionColumn, partitionsCount)
+	if err != nil {
+		return nil, err
+	}
+
+	return partitions, nil
+}

internal/app/etl/table_analyzers/mssql.go

@@ -0,0 +1,252 @@
+package table_analyzers
+
+import (
+	"context"
+	"database/sql"
+	"fmt"
+	"strings"
+	"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 dbwrapper.DbWrapper
+}
+
+func NewMssqlTableAnalyzer(db dbwrapper.DbWrapper) etl.TableAnalyzer {
+	return &MssqlTableAnalyzer{db: db}
+}
+
+const mssqlColumnMetadataQuery string = `
+SELECT 
+	c.name AS name,
+	t.name AS user_type,
+	CASE WHEN t.is_user_defined = 0 THEN t.name ELSE bt.name END AS system_type,
+	c.is_nullable AS nullable,
+	c.max_length AS max_length,
+	c.precision AS precision,
+	c.scale AS scale
+FROM sys.columns c
+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.is_hidden = 0 OR (c.graph_type IS NOT NULL AND c.name LIKE '$%'))
+ORDER BY c.column_id;`
+
+type rawColumnMssql struct {
+	name       string
+	userType   string
+	systemType string
+	nullable   bool
+	maxLength  int64
+	precision  int64
+	scale      int64
+}
+
+func (ta *MssqlTableAnalyzer) systemTypeToUnifiedType(systemType string) string {
+	systemType = strings.ToLower(systemType)
+
+	if systemType == "varchar" || systemType == "char" || systemType == "nvarchar" || systemType == "nchar" || systemType == "text" || systemType == "ntext" {
+		return "STRING"
+	}
+
+	if systemType == "int" || systemType == "int4" || systemType == "integer" || systemType == "smallint" || systemType == "int2" || systemType == "bigint" || systemType == "int8" || systemType == "tinyint" {
+		return "INTEGER"
+	}
+
+	if systemType == "decimal" || systemType == "numeric" {
+		return "DECIMAL"
+	}
+
+	if systemType == "float" || systemType == "real" || systemType == "double precision" {
+		return "FLOAT"
+	}
+
+	if systemType == "bit" || systemType == "boolean" {
+		return "BOOLEAN"
+	}
+
+	if systemType == "date" {
+		return "DATE"
+	}
+	if systemType == "time" || systemType == "time without time zone" {
+		return "TIME"
+	}
+	if systemType == "datetime" || systemType == "datetime2" || systemType == "timestamp" || systemType == "timestamptz" || systemType == "timestamp with time zone" {
+		return "TIMESTAMP"
+	}
+
+	if systemType == "binary" || systemType == "varbinary" || systemType == "image" || systemType == "bytea" {
+		return "BINARY"
+	}
+
+	if systemType == "uniqueidentifier" || systemType == "uuid" {
+		return "UUID"
+	}
+
+	if systemType == "json" {
+		return "JSON"
+	}
+
+	if systemType == "geometry" || systemType == "geography" {
+		return "GEOMETRY"
+	}
+
+	return strings.ToUpper(systemType)
+}
+
+func (ta *MssqlTableAnalyzer) rawColumnToColumnType(rawColumn rawColumnMssql) models.ColumnType {
+	const nullValue int64 = -1
+	stringTypes := map[string]bool{"varchar": true, "char": true, "nvarchar": true, "nchar": true, "text": true, "ntext": true}
+	decimalTypes := map[string]bool{"decimal": true, "numeric": true}
+
+	if stringTypes[rawColumn.systemType] {
+		if rawColumn.systemType == "nvarchar" || rawColumn.systemType == "nchar" {
+			if rawColumn.maxLength > 0 {
+				rawColumn.maxLength = rawColumn.maxLength / 2
+			}
+		}
+
+		rawColumn.precision, rawColumn.scale = nullValue, nullValue
+	} else if decimalTypes[rawColumn.systemType] {
+		rawColumn.maxLength = nullValue
+	} else {
+		rawColumn.maxLength, rawColumn.precision, rawColumn.scale = nullValue, nullValue, nullValue
+	}
+
+	columnType := models.NewColumnType(
+		rawColumn.name,
+		rawColumn.maxLength != nullValue,
+		rawColumn.precision != nullValue || rawColumn.scale != nullValue,
+		rawColumn.userType,
+		rawColumn.systemType,
+		ta.systemTypeToUnifiedType(rawColumn.systemType),
+		rawColumn.nullable,
+		rawColumn.maxLength,
+		rawColumn.precision,
+		rawColumn.scale,
+	)
+
+	return columnType
+}
+
+func (ta *MssqlTableAnalyzer) QueryColumnTypes(
+	ctx context.Context,
+	tableInfo config.TableInfo,
+) ([]models.ColumnType, error) {
+	localCtx, cancel := context.WithTimeout(ctx, 20*time.Second)
+	defer cancel()
+
+	rows, err := ta.db.Query(localCtx, mssqlColumnMetadataQuery, sql.Named("schema", tableInfo.Schema), sql.Named("table", tableInfo.Table))
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	var columnTypes []models.ColumnType
+
+	for rows.Next() {
+		var rawColumn rawColumnMssql
+
+		if err := rows.Scan(
+			&rawColumn.name,
+			&rawColumn.userType,
+			&rawColumn.systemType,
+			&rawColumn.nullable,
+			&rawColumn.maxLength,
+			&rawColumn.precision,
+			&rawColumn.scale,
+		); err != nil {
+			return nil, err
+		}
+
+		columnTypes = append(columnTypes, ta.rawColumnToColumnType(rawColumn))
+	}
+
+	return columnTypes, nil
+}
+
+func (ta *MssqlTableAnalyzer) EstimateTotalRows(
+	ctx context.Context,
+	tableInfo config.TableInfo,
+) (int64, error) {
+	query := `
+SELECT SUM(p.rows) AS count
+FROM sys.tables t
+JOIN sys.schemas s ON t.schema_id = s.schema_id
+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, 1*time.Minute)
+	defer cancel()
+
+	var rowsCount int64
+	err := ta.db.QueryRow(ctxTimeout, query, sql.Named("schema", tableInfo.Schema), sql.Named("table", tableInfo.Table)).Scan(&rowsCount)
+	if err != nil {
+		return 0, err
+	}
+
+	return rowsCount, nil
+}
+
+func (ta *MssqlTableAnalyzer) CalculatePartitionRanges(
+	ctx context.Context,
+	tableInfo config.TableInfo,
+	partitionColumn string,
+	maxPartitions int64,
+) ([]models.Partition, error) {
+	query := fmt.Sprintf(`
+SELECT
+	MIN([%s]) AS lower_limit,
+	MAX([%s]) AS upper_limit
+FROM (SELECT [%s], NTILE(@maxPartitions) OVER (ORDER BY [%s]) AS batch_id FROM [%s].[%s]) AS T
+GROUP BY batch_id
+ORDER BY batch_id`,
+		partitionColumn,
+		partitionColumn,
+		partitionColumn,
+		partitionColumn,
+		tableInfo.Schema,
+		tableInfo.Table)
+
+	ctxTimeout, cancel := context.WithTimeout(ctx, 1*time.Minute)
+	defer cancel()
+
+	rows, err := ta.db.Query(ctxTimeout, query, sql.Named("maxPartitions", maxPartitions))
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	partitions := make([]models.Partition, 0, maxPartitions)
+
+	for rows.Next() {
+		partition := models.Partition{
+			Id:           uuid.New(),
+			HasRange:     true,
+			RetryCounter: 0,
+			Range: models.PartitionRange{
+				IsMinInclusive: true,
+			},
+		}
+
+		if err := rows.Scan(&partition.Range.Min, &partition.Range.Max); err != nil {
+			return nil, err
+		}
+
+		partitions = append(partitions, partition)
+	}
+
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+
+	return partitions, nil
+}

internal/app/etl/table_analyzers/postgres.go

@@ -0,0 +1,174 @@
+package table_analyzers
+
+import (
+	"context"
+	"strings"
+	"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"
+)
+
+type PostgresTableAnalyzer struct {
+	db dbwrapper.DbWrapper
+}
+
+func NewPostgresTableAnalyzer(db dbwrapper.DbWrapper) etl.TableAnalyzer {
+	return &PostgresTableAnalyzer{db: db}
+}
+
+const postgresColumnMetadataQuery string = `
+SELECT 
+  c.column_name AS name,
+  c.data_type AS user_type,
+  c.udt_name AS system_type,
+  (CASE WHEN c.is_nullable = 'YES' THEN TRUE ELSE FALSE END) AS nullable,
+  COALESCE(c.character_maximum_length, -1) AS max_length,
+  COALESCE(c.numeric_precision, -1) AS precision,
+  COALESCE(c.numeric_scale, -1) AS scale
+FROM information_schema.columns c
+WHERE c.table_schema = $1 AND c.table_name = $2
+ORDER BY c.ordinal_position;`
+
+type rawColumnPostgres struct {
+	name       string
+	userType   string
+	systemType string
+	nullable   bool
+	maxLength  int64
+	precision  int64
+	scale      int64
+}
+
+func (ta *PostgresTableAnalyzer) systemTypeToUnifiedType(systemType string) string {
+	systemType = strings.ToLower(systemType)
+
+	if systemType == "varchar" || systemType == "char" || systemType == "nvarchar" || systemType == "nchar" || systemType == "text" || systemType == "ntext" {
+		return "STRING"
+	}
+
+	if systemType == "int" || systemType == "int4" || systemType == "integer" || systemType == "smallint" || systemType == "int2" || systemType == "bigint" || systemType == "int8" || systemType == "tinyint" {
+		return "INTEGER"
+	}
+
+	if systemType == "decimal" || systemType == "numeric" {
+		return "DECIMAL"
+	}
+
+	if systemType == "float" || systemType == "real" || systemType == "double precision" {
+		return "FLOAT"
+	}
+
+	if systemType == "bit" || systemType == "boolean" {
+		return "BOOLEAN"
+	}
+
+	if systemType == "date" {
+		return "DATE"
+	}
+	if systemType == "time" || systemType == "time without time zone" {
+		return "TIME"
+	}
+	if systemType == "datetime" || systemType == "datetime2" || systemType == "timestamp" || systemType == "timestamptz" || systemType == "timestamp with time zone" {
+		return "TIMESTAMP"
+	}
+
+	if systemType == "binary" || systemType == "varbinary" || systemType == "image" || systemType == "bytea" {
+		return "BINARY"
+	}
+
+	if systemType == "uniqueidentifier" || systemType == "uuid" {
+		return "UUID"
+	}
+
+	if systemType == "json" {
+		return "JSON"
+	}
+
+	if systemType == "geometry" || systemType == "geography" {
+		return "GEOMETRY"
+	}
+
+	return strings.ToUpper(systemType)
+}
+
+func (ta *PostgresTableAnalyzer) rawColumnToColumnType(rawColumn rawColumnPostgres) models.ColumnType {
+	const nullValue int64 = -1
+	stringTypes := map[string]bool{"varchar": true, "char": true, "text": true}
+	decimalTypes := map[string]bool{"decimal": true, "numeric": true}
+
+	if stringTypes[rawColumn.systemType] {
+		rawColumn.precision, rawColumn.scale = nullValue, nullValue
+	} else if decimalTypes[rawColumn.systemType] {
+		rawColumn.maxLength = nullValue
+	} else {
+		rawColumn.maxLength, rawColumn.precision, rawColumn.scale = nullValue, nullValue, nullValue
+	}
+
+	return models.NewColumnType(
+		rawColumn.name,
+		rawColumn.maxLength != nullValue,
+		rawColumn.precision != nullValue || rawColumn.scale != nullValue,
+		rawColumn.userType,
+		rawColumn.systemType,
+		ta.systemTypeToUnifiedType(rawColumn.systemType),
+		rawColumn.nullable,
+		rawColumn.maxLength,
+		rawColumn.precision,
+		rawColumn.scale,
+	)
+}
+
+func (ta *PostgresTableAnalyzer) QueryColumnTypes(
+	ctx context.Context,
+	tableInfo config.TableInfo,
+) ([]models.ColumnType, error) {
+	localCtx, cancel := context.WithTimeout(ctx, 1*time.Minute)
+	defer cancel()
+
+	rows, err := ta.db.Query(localCtx, postgresColumnMetadataQuery, tableInfo.Schema, tableInfo.Table)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	var colTypes []models.ColumnType
+
+	for rows.Next() {
+		var column rawColumnPostgres
+
+		if err := rows.Scan(
+			&column.name,
+			&column.userType,
+			&column.systemType,
+			&column.nullable,
+			&column.maxLength,
+			&column.precision,
+			&column.scale,
+		); err != nil {
+			return nil, err
+		}
+
+		colTypes = append(colTypes, ta.rawColumnToColumnType(column))
+	}
+
+	return colTypes, nil
+}
+
+func (ta *PostgresTableAnalyzer) EstimateTotalRows(
+	ctx context.Context,
+	tableInfo config.TableInfo,
+) (int64, error) {
+	return 0, nil
+}
+
+func (ta *PostgresTableAnalyzer) CalculatePartitionRanges(
+	ctx context.Context,
+	tableInfo config.TableInfo,
+	partitionColumn string,
+	maxPartitions int64,
+) ([]models.Partition, error) {
+	return []models.Partition{}, nil
+}

internal/app/etl/transformers/mssql.go

@@ -0,0 +1,225 @@
+package transformers
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"strings"
+	"sync"
+	"time"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/azure"
+	"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"
+	log "github.com/sirupsen/logrus"
+)
+
+type MssqlTransformer struct {
+	toStorage   config.ToStorageConfig
+	sourceTable config.SourceTableInfo
+	azureClient *azure.Client
+}
+
+func NewMssqlTransformer(toStorage config.ToStorageConfig, sourceTable config.SourceTableInfo, azureClient *azure.Client) etl.Transformer {
+	return &MssqlTransformer{
+		toStorage:   toStorage,
+		sourceTable: sourceTable,
+		azureClient: azureClient,
+	}
+}
+
+func computeTransformationPlan(columns []models.ColumnType) []etl.ColumnTransformPlan {
+	var plan []etl.ColumnTransformPlan
+
+	for i, col := range columns {
+		switch col.SystemType() {
+		case "uniqueidentifier":
+			plan = append(plan, etl.ColumnTransformPlan{
+				Index: i,
+				Fn: func(v any) (any, error) {
+					if b, ok := v.([]byte); ok && b != nil {
+						return mssqlUuidToBigEndian(b)
+					}
+					return v, nil
+				},
+			})
+
+		case "geometry", "geography":
+			plan = append(plan, etl.ColumnTransformPlan{
+				Index: i,
+				Fn: func(v any) (any, error) {
+					if b, ok := v.([]byte); ok && b != nil {
+						return wkbToEwkbWithSrid(b, 4326)
+					}
+					return v, nil
+				},
+			})
+
+		case "datetime", "datetime2":
+			plan = append(plan, etl.ColumnTransformPlan{
+				Index: i,
+				Fn: func(v any) (any, error) {
+					if t, ok := v.(time.Time); ok {
+						return ensureUTC(t), nil
+					}
+					return v, nil
+				},
+			})
+		}
+	}
+
+	return plan
+}
+
+func computeStorageTransformationPlan(
+	ctx context.Context,
+	azureClient *azure.Client,
+	toStorage config.ToStorageConfig,
+	sourceColumns []models.ColumnType,
+	sourceTable config.SourceTableInfo,
+) []etl.ColumnTransformPlan {
+	if azureClient == nil || len(toStorage.Columns) == 0 {
+		return nil
+	}
+
+	colIndex := make(map[string]int, len(sourceColumns))
+	for i, col := range sourceColumns {
+		colIndex[strings.ToUpper(col.Name())] = i
+	}
+
+	var plan []etl.ColumnTransformPlan
+	for _, storageCol := range toStorage.Columns {
+		if storageCol.Mode != "REFERENCE_ONLY" {
+			log.Warnf("to_storage: unsupported mode %q for column %s — skipping", storageCol.Mode, storageCol.Source)
+			continue
+		}
+
+		idx, ok := colIndex[strings.ToUpper(storageCol.Source)]
+		if !ok {
+			log.Warnf("to_storage: source column %q not found in source schema — skipping", storageCol.Source)
+			continue
+		}
+
+		sourceColName := storageCol.Source
+		schema := sourceTable.Schema
+		table := sourceTable.Table
+
+		plan = append(plan, etl.ColumnTransformPlan{
+			Index: idx,
+			Fn: func(v any) (any, error) {
+				if v == nil {
+					return nil, nil
+				}
+				b, ok := v.([]byte)
+				if !ok {
+					log.Warnf("to_storage: expected []byte for %s.%s.%s, got %T — passing through",
+						schema, table, sourceColName, v)
+					return v, nil
+				}
+				start := time.Now()
+				blobPath := fmt.Sprintf("%s/%s/%s", schema, table, uuid.New().String())
+				blobURL, err := azureClient.UploadAndGetURL(ctx, blobPath, b)
+				if err != nil {
+					return nil, fmt.Errorf("uploading %s.%s.%s: %w", schema, table, sourceColName, err)
+				}
+				log.Debugf(`Succesfully uploaded "%s", (%vms)`, blobURL, time.Since(start).Milliseconds())
+				return blobURL, nil
+			},
+		})
+	}
+	return plan
+}
+
+const processBatchCtxCheck = 4096
+
+func (mssqlTr *MssqlTransformer) ProcessBatch(
+	ctx context.Context,
+	batch *models.Batch,
+	transformationPlan []etl.ColumnTransformPlan,
+) error {
+	for i, rowValues := range batch.Rows {
+		if i%processBatchCtxCheck == 0 {
+			if err := ctx.Err(); err != nil {
+				return err
+			}
+		}
+
+		for _, task := range transformationPlan {
+			val := rowValues[task.Index]
+			if val == nil {
+				continue
+			}
+
+			transformed, err := task.Fn(val)
+			if err != nil {
+				return err
+			}
+			rowValues[task.Index] = transformed
+		}
+	}
+
+	return nil
+}
+
+func (mssqlTr *MssqlTransformer) Exec(
+	ctx context.Context,
+	columns []models.ColumnType,
+	chBatchesIn <-chan models.Batch,
+	chBatchesOut chan<- models.Batch,
+	chJobErrorsOut chan<- custom_errors.JobError,
+	wgActiveBatches *sync.WaitGroup,
+) {
+	transformationPlan := computeTransformationPlan(columns)
+	storagePlan := computeStorageTransformationPlan(ctx, mssqlTr.azureClient, mssqlTr.toStorage, columns, mssqlTr.sourceTable)
+	transformationPlan = append(transformationPlan, storagePlan...)
+
+	for {
+		if ctx.Err() != nil {
+			return
+		}
+
+		select {
+		case <-ctx.Done():
+			return
+
+		case batch, ok := <-chBatchesIn:
+			if !ok {
+				return
+			}
+
+			if len(transformationPlan) == 0 {
+				select {
+				case chBatchesOut <- batch:
+					wgActiveBatches.Add(1)
+					continue
+				case <-ctx.Done():
+					return
+				}
+			}
+
+			err := mssqlTr.ProcessBatch(ctx, &batch, transformationPlan)
+			if err != nil {
+				if errors.Is(err, ctx.Err()) {
+					return
+				}
+
+				select {
+				case chJobErrorsOut <- custom_errors.JobError{ShouldCancelJob: true, Msg: "Transformation failed", Prev: err}:
+				case <-ctx.Done():
+				}
+				return
+			}
+
+			select {
+			case chBatchesOut <- batch:
+			case <-ctx.Done():
+				return
+			}
+
+			wgActiveBatches.Add(1)
+		}
+	}
+}

internal/app/etl/transformers/types.go

@@ -0,0 +1 @@
+package transformers

internal/app/etl/transformers/utils.go

@@ -1,4 +1,4 @@
-package main
+package transformers
 
 import (
 	"encoding/binary"

internal/app/etl/types.go

@@ -0,0 +1,85 @@
+package etl
+
+import (
+	"context"
+	"sync"
+
+	"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/models"
+)
+
+type Extractor interface {
+	Exec(
+		ctx context.Context,
+		tableInfo config.SourceTableInfo,
+		columns []models.ColumnType,
+		batchSize int,
+		partition models.Partition,
+		indexPrimaryKey int,
+		chBatchesOut chan<- models.Batch,
+	) (int, error)
+}
+
+type TransformerFunc func(any) (any, error)
+
+type ColumnTransformPlan struct {
+	Index int
+	Fn    TransformerFunc
+}
+
+type Transformer interface {
+	ProcessBatch(
+		ctx context.Context,
+		batch *models.Batch,
+		transformationPlan []ColumnTransformPlan,
+	) error
+
+	Exec(
+		ctx context.Context,
+		columns []models.ColumnType,
+		chBatchesIn <-chan models.Batch,
+		chBactchesOut chan<- models.Batch,
+		chJobErrorsOut chan<- custom_errors.JobError,
+		wgActiveBatches *sync.WaitGroup,
+	)
+}
+
+type Loader interface {
+	ProcessBatch(
+		ctx context.Context,
+		tableInfo config.TargetTableInfo,
+		colNames []string,
+		batch models.Batch,
+	) (int, error)
+
+	Exec(
+		ctx context.Context,
+		tableInfo config.TargetTableInfo,
+		columns []models.ColumnType,
+		chBatchesIn <-chan models.Batch,
+		chErrorsOut chan<- custom_errors.LoaderError,
+		chJobErrorsOut chan<- custom_errors.JobError,
+		wgActiveBatches *sync.WaitGroup,
+		rowsLoaded *int64,
+	)
+}
+
+type TableAnalyzer interface {
+	QueryColumnTypes(
+		ctx context.Context,
+		tableInfo config.TableInfo,
+	) ([]models.ColumnType, error)
+
+	EstimateTotalRows(
+		ctx context.Context,
+		tableInfo config.TableInfo,
+	) (int64, error)
+
+	CalculatePartitionRanges(
+		ctx context.Context,
+		tableInfo config.TableInfo,
+		partitionColumn string,
+		maxPartitions int64,
+	) ([]models.Partition, error)
+}

internal/app/models/colum-type.go

@@ -1,4 +1,4 @@
-package main
+package models
 
 type ColumnType struct {
 	name string
@@ -42,3 +42,29 @@ func (c *ColumnType) Nullable() bool {
 func (c *ColumnType) Type() string {
 	return c.unifiedType
 }
+
+func NewColumnType(
+	name string,
+	hasMaxLength bool,
+	hasPrecisionScale bool,
+	userType string,
+	systemType string,
+	unifiedType string,
+	nullable bool,
+	maxLength int64,
+	precision int64,
+	scale int64,
+) ColumnType {
+	return ColumnType{
+		name,
+		hasMaxLength,
+		hasPrecisionScale,
+		userType,
+		systemType,
+		unifiedType,
+		nullable,
+		maxLength,
+		precision,
+		scale,
+	}
+}

internal/app/models/main.go

@@ -0,0 +1,41 @@
+package models
+
+import (
+	"time"
+
+	"github.com/google/uuid"
+)
+
+type UnknownRowValues = []any
+
+type Batch struct {
+	Id           uuid.UUID
+	PartitionId  uuid.UUID
+	Rows         []UnknownRowValues
+	RetryCounter int
+}
+
+type PartitionRange struct {
+	Min            int64
+	Max            int64
+	IsMinInclusive bool
+	IsMaxInclusive bool
+}
+
+type Partition struct {
+	Id           uuid.UUID
+	ParentId     uuid.UUID
+	Range        PartitionRange
+	HasRange     bool
+	RetryCounter int
+}
+
+type JobResult struct {
+	JobName    string
+	StartTime  time.Time
+	Duration   time.Duration
+	RowsRead   int64
+	RowsLoaded int64
+	RowsFailed int64
+	Error      error
+}

scripts/az-blob/main.go

@@ -0,0 +1,44 @@
+package main
+
+import (
+	"context"
+	"fmt"
+	"log"
+	"math/rand"
+	"sync"
+
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/azure"
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+)
+
+func main() {
+	cfg := config.App.AzureStorage
+	containerName := cfg.Container
+
+	client, err := azure.NewClient(cfg)
+	if err != nil {
+		log.Fatalf("Error creando cliente: %v", err)
+	}
+	ctx := context.Background()
+
+	var wg sync.WaitGroup
+
+	for i := 1; i <= 10; i++ {
+		wg.Add(1)
+		go func(id int) {
+			defer wg.Done()
+
+			blobName := fmt.Sprintf("%sarchivo-%d.txt", cfg.Prefix, id)
+			content := fmt.Sprintf("Contenido aleatorio: %d", rand.Intn(100000))
+
+			err := client.UploadBuffer(ctx, containerName, blobName, []byte(content))
+			if err != nil {
+				log.Printf("Fallo al subir %s: %v", blobName, err)
+			} else {
+				fmt.Printf("Subido exitosamente: %s\n", blobName)
+			}
+		}(i)
+	}
+
+	wg.Wait()
+}

scripts/config-parser/main.go

@@ -0,0 +1,17 @@
+package main
+
+import (
+	"git.ksdemosapps.com/kylesoda/go-migrate/internal/app/config"
+	log "github.com/sirupsen/logrus"
+)
+
+func main() {
+	log.SetLevel(log.DebugLevel)
+
+	migrationConfig, err := config.ReadMigrationConfig()
+	if err != nil {
+		log.Fatalf("error leyendo configuracion: %v", err)
+	}
+
+	log.Debugf("Config: %+v", migrationConfig)
+}

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)
 	}