ent/dialect/sql/sqlgraph/graph.go

// Copyright 2019-present Facebook Inc. All rights reserved.
// This source code is licensed under the Apache 2.0 license found
// in the LICENSE file in the root directory of this source tree.

// Package sqlgraph provides graph abstraction capabilities on top
// of sql-based databases for ent codegen.
package sqlgraph

import (
	"context"
	"database/sql/driver"
	"encoding/json"
	"fmt"
	"math"
	"sort"

	"entgo.io/ent/dialect"
	"entgo.io/ent/dialect/sql"
	"entgo.io/ent/schema/field"
)

// Rel is an edge relation type.
type Rel int

// Relation types.
const (
	_   Rel = iota // Unknown.
	O2O            // One to one / has one.
	O2M            // One to many / has many.
	M2O            // Many to one (inverse perspective for O2M).
	M2M            // Many to many.
)

// String returns the relation name.
func (r Rel) String() (s string) {
	switch r {
	case O2O:
		s = "O2O"
	case O2M:
		s = "O2M"
	case M2O:
		s = "M2O"
	case M2M:
		s = "M2M"
	default:
		s = "Unknown"
	}
	return s
}

// A ConstraintError represents an error from mutation that violates a specific constraint.
type ConstraintError struct {
	msg string
}

func (e ConstraintError) Error() string { return e.msg }

// A Step provides a path-step information to the traversal functions.
type Step struct {
	// From is the source of the step.
	From struct {
		// V can be either one vertex or set of vertices.
		// It can be a pre-processed step (sql.Query) or a simple Go type (integer or string).
		V any
		// Table holds the table name of V (from).
		Table string
		// Column to join with. Usually the "id" column.
		Column string
	}
	// Edge holds the edge information for getting the neighbors.
	Edge struct {
		// Rel of the edge.
		Rel Rel
		// Schema is an optional name of the database
		// where the table is defined.
		Schema string
		// Table name of where this edge columns reside.
		Table string
		// Columns of the edge.
		// In O2O and M2O, it holds the foreign-key column. Hence, len == 1.
		// In M2M, it holds the primary-key columns of the join table. Hence, len == 2.
		Columns []string
		// Inverse indicates if the edge is an inverse edge.
		Inverse bool
	}
	// To is the dest of the path (the neighbors).
	To struct {
		// Table holds the table name of the neighbors (to).
		Table string
		// Schema is an optional name of the database
		// where the table is defined.
		Schema string
		// Column to join with. Usually the "id" column.
		Column string
	}
}

// StepOption allows configuring Steps using functional options.
type StepOption func(*Step)

// From sets the source of the step.
func From(table, column string, v ...any) StepOption {
	return func(s *Step) {
		s.From.Table = table
		s.From.Column = column
		if len(v) > 0 {
			s.From.V = v[0]
		}
	}
}

// To sets the destination of the step.
func To(table, column string) StepOption {
	return func(s *Step) {
		s.To.Table = table
		s.To.Column = column
	}
}

// Edge sets the edge info for getting the neighbors.
func Edge(rel Rel, inverse bool, table string, columns ...string) StepOption {
	return func(s *Step) {
		s.Edge.Rel = rel
		s.Edge.Table = table
		s.Edge.Columns = columns
		s.Edge.Inverse = inverse
	}
}

// NewStep gets list of options and returns a configured step.
//
//	NewStep(
//		From("table", "pk", V),
//		To("table", "pk"),
//		Edge("name", O2M, "fk"),
//	)
func NewStep(opts ...StepOption) *Step {
	s := &Step{}
	for _, opt := range opts {
		opt(s)
	}
	return s
}

// Neighbors returns a Selector for evaluating the path-step
// and getting the neighbors of one vertex.
func Neighbors(dialect string, s *Step) (q *sql.Selector) {
	builder := sql.Dialect(dialect)
	switch r := s.Edge.Rel; {
	case r == M2M:
		pk1, pk2 := s.Edge.Columns[1], s.Edge.Columns[0]
		if s.Edge.Inverse {
			pk1, pk2 = pk2, pk1
		}
		to := builder.Table(s.To.Table).Schema(s.To.Schema)
		join := builder.Table(s.Edge.Table).Schema(s.Edge.Schema)
		match := builder.Select(join.C(pk1)).
			From(join).
			Where(sql.EQ(join.C(pk2), s.From.V))
		q = builder.Select().
			From(to).
			Join(match).
			On(to.C(s.To.Column), match.C(pk1))
	case r == M2O || (r == O2O && s.Edge.Inverse):
		t1 := builder.Table(s.To.Table).Schema(s.To.Schema)
		t2 := builder.Select(s.Edge.Columns[0]).
			From(builder.Table(s.Edge.Table).Schema(s.Edge.Schema)).
			Where(sql.EQ(s.From.Column, s.From.V))
		q = builder.Select().
			From(t1).
			Join(t2).
			On(t1.C(s.To.Column), t2.C(s.Edge.Columns[0]))
	case r == O2M || (r == O2O && !s.Edge.Inverse):
		q = builder.Select().
			From(builder.Table(s.To.Table).Schema(s.To.Schema)).
			Where(sql.EQ(s.Edge.Columns[0], s.From.V))
	}
	return q
}

// SetNeighbors returns a Selector for evaluating the path-step
// and getting the neighbors of set of vertices.
func SetNeighbors(dialect string, s *Step) (q *sql.Selector) {
	set := s.From.V.(*sql.Selector)
	builder := sql.Dialect(dialect)
	switch r := s.Edge.Rel; {
	case r == M2M:
		pk1, pk2 := s.Edge.Columns[1], s.Edge.Columns[0]
		if s.Edge.Inverse {
			pk1, pk2 = pk2, pk1
		}
		to := builder.Table(s.To.Table).Schema(s.To.Schema)
		set.Select(set.C(s.From.Column))
		join := builder.Table(s.Edge.Table).Schema(s.Edge.Schema)
		match := builder.Select(join.C(pk1)).
			From(join).
			Join(set).
			On(join.C(pk2), set.C(s.From.Column))
		q = builder.Select().
			From(to).
			Join(match).
			On(to.C(s.To.Column), match.C(pk1))
	case r == M2O || (r == O2O && s.Edge.Inverse):
		t1 := builder.Table(s.To.Table).Schema(s.To.Schema)
		set.Select(set.C(s.Edge.Columns[0]))
		q = builder.Select().
			From(t1).
			Join(set).
			On(t1.C(s.To.Column), set.C(s.Edge.Columns[0]))
	case r == O2M || (r == O2O && !s.Edge.Inverse):
		t1 := builder.Table(s.To.Table).Schema(s.To.Schema)
		set.Select(set.C(s.From.Column))
		q = builder.Select().
			From(t1).
			Join(set).
			On(t1.C(s.Edge.Columns[0]), set.C(s.From.Column))
	}
	return q
}

// HasNeighbors applies on the given Selector a neighbors check.
func HasNeighbors(q *sql.Selector, s *Step) {
	builder := sql.Dialect(q.Dialect())
	switch r := s.Edge.Rel; {
	case r == M2M:
		pk1 := s.Edge.Columns[0]
		if s.Edge.Inverse {
			pk1 = s.Edge.Columns[1]
		}
		join := builder.Table(s.Edge.Table).Schema(s.Edge.Schema)
		q.Where(
			sql.In(
				q.C(s.From.Column),
				builder.Select(join.C(pk1)).From(join),
			),
		)
	case r == M2O || (r == O2O && s.Edge.Inverse):
		q.Where(sql.NotNull(q.C(s.Edge.Columns[0])))
	case r == O2M || (r == O2O && !s.Edge.Inverse):
		to := builder.Table(s.Edge.Table).Schema(s.Edge.Schema)
		q.Where(
			sql.In(
				q.C(s.From.Column),
				builder.Select(to.C(s.Edge.Columns[0])).
					From(to).
					Where(sql.NotNull(to.C(s.Edge.Columns[0]))),
			),
		)
	}
}

// HasNeighborsWith applies on the given Selector a neighbors check.
// The given predicate applies its filtering on the selector.
func HasNeighborsWith(q *sql.Selector, s *Step, pred func(*sql.Selector)) {
	builder := sql.Dialect(q.Dialect())
	switch r := s.Edge.Rel; {
	case r == M2M:
		pk1, pk2 := s.Edge.Columns[1], s.Edge.Columns[0]
		if s.Edge.Inverse {
			pk1, pk2 = pk2, pk1
		}
		to := builder.Table(s.To.Table).Schema(s.To.Schema)
		edge := builder.Table(s.Edge.Table).Schema(s.Edge.Schema)
		join := builder.Select(edge.C(pk2)).
			From(edge).
			Join(to).
			On(edge.C(pk1), to.C(s.To.Column))
		matches := builder.Select().From(to)
		matches.WithContext(q.Context())
		pred(matches)
		join.FromSelect(matches)
		q.Where(sql.In(q.C(s.From.Column), join))
	case r == M2O || (r == O2O && s.Edge.Inverse):
		to := builder.Table(s.To.Table).Schema(s.To.Schema)
		matches := builder.Select(to.C(s.To.Column)).
			From(to)
		matches.WithContext(q.Context())
		pred(matches)
		q.Where(sql.In(q.C(s.Edge.Columns[0]), matches))
	case r == O2M || (r == O2O && !s.Edge.Inverse):
		to := builder.Table(s.Edge.Table).Schema(s.Edge.Schema)
		matches := builder.Select(to.C(s.Edge.Columns[0])).
			From(to)
		matches.WithContext(q.Context())
		pred(matches)
		q.Where(sql.In(q.C(s.From.Column), matches))
	}
}

type (
	// FieldSpec holds the information for updating a field
	// column in the database.
	FieldSpec struct {
		Column string
		Type   field.Type
		Value  driver.Value // value to be stored.
	}

	// EdgeTarget holds the information for the target nodes
	// of an edge.
	EdgeTarget struct {
		Nodes  []driver.Value
		IDSpec *FieldSpec
		// Additional fields can be set on the
		// edge join table. Valid for M2M edges.
		Fields []*FieldSpec
	}

	// EdgeSpec holds the information for updating a field
	// column in the database.
	EdgeSpec struct {
		Rel     Rel
		Inverse bool
		Table   string
		Schema  string
		Columns []string
		Bidi    bool        // bidirectional edge.
		Target  *EdgeTarget // target nodes.
	}

	// EdgeSpecs used for perform common operations on list of edges.
	EdgeSpecs []*EdgeSpec

	// NodeSpec defines the information for querying and
	// decoding nodes in the graph.
	NodeSpec struct {
		Table       string
		Schema      string
		Columns     []string
		ID          *FieldSpec   // primary key.
		CompositeID []*FieldSpec // composite id (edge schema).
	}
)

type (
	// CreateSpec holds the information for creating
	// a node in the graph.
	CreateSpec struct {
		Table  string
		Schema string
		ID     *FieldSpec
		Fields []*FieldSpec
		Edges  []*EdgeSpec

		// The OnConflict option allows providing on-conflict
		// options to the INSERT statement.
		//
		//	sqlgraph.CreateSpec{
		//		OnConflict: []sql.ConflictOption{
		//			sql.ResolveWithNewValues(),
		//		},
		//	}
		//
		OnConflict []sql.ConflictOption
	}

	// BatchCreateSpec holds the information for creating
	// multiple nodes in the graph.
	BatchCreateSpec struct {
		Nodes []*CreateSpec

		// The OnConflict option allows providing on-conflict
		// options to the INSERT statement.
		//
		//	sqlgraph.CreateSpec{
		//		OnConflict: []sql.ConflictOption{
		//			sql.ResolveWithNewValues(),
		//		},
		//	}
		//
		OnConflict []sql.ConflictOption
	}
)

// SetField appends a new field setter to the create spec.
func (u *CreateSpec) SetField(column string, t field.Type, value driver.Value) {
	u.Fields = append(u.Fields, &FieldSpec{
		Column: column,
		Type:   t,
		Value:  value,
	})
}

// CreateNode applies the CreateSpec on the graph. The operation creates a new
// record in the database, and connects it to other nodes specified in spec.Edges.
func CreateNode(ctx context.Context, drv dialect.Driver, spec *CreateSpec) error {
	gr := graph{tx: drv, builder: sql.Dialect(drv.Dialect())}
	cr := &creator{CreateSpec: spec, graph: gr}
	return cr.node(ctx, drv)
}

// BatchCreate applies the BatchCreateSpec on the graph.
func BatchCreate(ctx context.Context, drv dialect.Driver, spec *BatchCreateSpec) error {
	gr := graph{tx: drv, builder: sql.Dialect(drv.Dialect())}
	cr := &batchCreator{BatchCreateSpec: spec, graph: gr}
	return cr.nodes(ctx, drv)
}

type (
	// EdgeMut defines edge mutations.
	EdgeMut struct {
		Add   []*EdgeSpec
		Clear []*EdgeSpec
	}

	// FieldMut defines field mutations.
	FieldMut struct {
		Set   []*FieldSpec // field = ?
		Add   []*FieldSpec // field = field + ?
		Clear []*FieldSpec // field = NULL
	}

	// UpdateSpec holds the information for updating one
	// or more nodes in the graph.
	UpdateSpec struct {
		Node      *NodeSpec
		Edges     EdgeMut
		Fields    FieldMut
		Predicate func(*sql.Selector)
		Modifiers []func(*sql.UpdateBuilder)

		ScanValues func(columns []string) ([]any, error)
		Assign     func(columns []string, values []any) error
	}
)

// AddModifier adds a new statement modifier to the spec.
func (u *UpdateSpec) AddModifier(m func(*sql.UpdateBuilder)) {
	u.Modifiers = append(u.Modifiers, m)
}

// AddModifiers adds a list of statement modifiers to the spec.
func (u *UpdateSpec) AddModifiers(m ...func(*sql.UpdateBuilder)) {
	u.Modifiers = append(u.Modifiers, m...)
}

// SetField appends a new field setter to the update spec.
func (u *UpdateSpec) SetField(column string, t field.Type, value driver.Value) {
	u.Fields.Set = append(u.Fields.Set, &FieldSpec{
		Column: column,
		Type:   t,
		Value:  value,
	})
}

// AddField appends a new field adder to the update spec.
func (u *UpdateSpec) AddField(column string, t field.Type, value driver.Value) {
	u.Fields.Add = append(u.Fields.Add, &FieldSpec{
		Column: column,
		Type:   t,
		Value:  value,
	})
}

// ClearField appends a new field cleaner (set to NULL) to the update spec.
func (u *UpdateSpec) ClearField(column string, t field.Type) {
	u.Fields.Clear = append(u.Fields.Clear, &FieldSpec{
		Column: column,
		Type:   t,
	})
}

// UpdateNode applies the UpdateSpec on one node in the graph.
func UpdateNode(ctx context.Context, drv dialect.Driver, spec *UpdateSpec) error {
	tx, err := drv.Tx(ctx)
	if err != nil {
		return err
	}
	gr := graph{tx: tx, builder: sql.Dialect(drv.Dialect())}
	cr := &updater{UpdateSpec: spec, graph: gr}
	if err := cr.node(ctx, tx); err != nil {
		return rollback(tx, err)
	}
	return tx.Commit()
}

// UpdateNodes applies the UpdateSpec on a set of nodes in the graph.
func UpdateNodes(ctx context.Context, drv dialect.Driver, spec *UpdateSpec) (int, error) {
	gr := graph{tx: drv, builder: sql.Dialect(drv.Dialect())}
	cr := &updater{UpdateSpec: spec, graph: gr}
	return cr.nodes(ctx, drv)
}

// NotFoundError returns when trying to update an
// entity, and it was not found in the database.
type NotFoundError struct {
	table string
	id    driver.Value
}

func (e *NotFoundError) Error() string {
	return fmt.Sprintf("record with id %v not found in table %s", e.id, e.table)
}

// DeleteSpec holds the information for delete one
// or more nodes in the graph.
type DeleteSpec struct {
	Node      *NodeSpec
	Predicate func(*sql.Selector)
}

// DeleteNodes applies the DeleteSpec on the graph.
func DeleteNodes(ctx context.Context, drv dialect.Driver, spec *DeleteSpec) (int, error) {
	var (
		res     sql.Result
		builder = sql.Dialect(drv.Dialect())
	)
	selector := builder.Select().
		From(builder.Table(spec.Node.Table).Schema(spec.Node.Schema)).
		WithContext(ctx)
	if pred := spec.Predicate; pred != nil {
		pred(selector)
	}
	query, args := builder.Delete(spec.Node.Table).Schema(spec.Node.Schema).FromSelect(selector).Query()
	if err := drv.Exec(ctx, query, args, &res); err != nil {
		return 0, err
	}
	affected, err := res.RowsAffected()
	if err != nil {
		return 0, err
	}
	return int(affected), nil
}

// QuerySpec holds the information for querying
// nodes in the graph.
type QuerySpec struct {
	Node *NodeSpec     // Nodes info.
	From *sql.Selector // Optional query source (from path).

	Limit     int
	Offset    int
	Unique    bool
	Order     func(*sql.Selector)
	Predicate func(*sql.Selector)
	Modifiers []func(*sql.Selector)

	ScanValues func(columns []string) ([]any, error)
	Assign     func(columns []string, values []any) error
}

// QueryNodes queries the nodes in the graph query and scans them to the given values.
func QueryNodes(ctx context.Context, drv dialect.Driver, spec *QuerySpec) error {
	builder := sql.Dialect(drv.Dialect())
	qr := &query{graph: graph{builder: builder}, QuerySpec: spec}
	return qr.nodes(ctx, drv)
}

// CountNodes counts the nodes in the given graph query.
func CountNodes(ctx context.Context, drv dialect.Driver, spec *QuerySpec) (int, error) {
	builder := sql.Dialect(drv.Dialect())
	qr := &query{graph: graph{builder: builder}, QuerySpec: spec}
	return qr.count(ctx, drv)
}

// EdgeQuerySpec holds the information for querying
// edges in the graph.
type EdgeQuerySpec struct {
	Edge       *EdgeSpec
	Predicate  func(*sql.Selector)
	ScanValues func() [2]any
	Assign     func(out, in any) error
}

// QueryEdges queries the edges in the graph and scans the result with the given dest function.
func QueryEdges(ctx context.Context, drv dialect.Driver, spec *EdgeQuerySpec) error {
	if len(spec.Edge.Columns) != 2 {
		return fmt.Errorf("sqlgraph: edge query requires 2 columns (out, in)")
	}
	out, in := spec.Edge.Columns[0], spec.Edge.Columns[1]
	if spec.Edge.Inverse {
		out, in = in, out
	}
	selector := sql.Dialect(drv.Dialect()).
		Select(out, in).
		From(sql.Table(spec.Edge.Table).Schema(spec.Edge.Schema))
	if p := spec.Predicate; p != nil {
		p(selector)
	}
	rows := &sql.Rows{}
	query, args := selector.Query()
	if err := drv.Query(ctx, query, args, rows); err != nil {
		return err
	}
	defer rows.Close()
	for rows.Next() {
		values := spec.ScanValues()
		if err := rows.Scan(values[0], values[1]); err != nil {
			return err
		}
		if err := spec.Assign(values[0], values[1]); err != nil {
			return err
		}
	}
	return rows.Err()
}

type query struct {
	graph
	*QuerySpec
}

func (q *query) nodes(ctx context.Context, drv dialect.Driver) error {
	rows := &sql.Rows{}
	selector, err := q.selector(ctx)
	if err != nil {
		return err
	}
	query, args := selector.Query()
	if err := drv.Query(ctx, query, args, rows); err != nil {
		return err
	}
	defer rows.Close()
	columns, err := rows.Columns()
	if err != nil {
		return err
	}
	for rows.Next() {
		values, err := q.ScanValues(columns)
		if err != nil {
			return err
		}
		if err := rows.Scan(values...); err != nil {
			return err
		}
		if err := q.Assign(columns, values); err != nil {
			return err
		}
	}
	return rows.Err()
}

func (q *query) count(ctx context.Context, drv dialect.Driver) (int, error) {
	rows := &sql.Rows{}
	selector, err := q.selector(ctx)
	if err != nil {
		return 0, err
	}
	// If no columns were selected in count,
	// the default selection is by node ids.
	columns := q.Node.Columns
	if len(columns) == 0 && q.Node.ID != nil {
		columns = append(columns, q.Node.ID.Column)
	}
	for i, c := range columns {
		columns[i] = selector.C(c)
	}
	if q.Unique {
		selector.SetDistinct(false)
		selector.Count(sql.Distinct(columns...))
	} else {
		selector.Count(columns...)
	}
	query, args := selector.Query()
	if err := drv.Query(ctx, query, args, rows); err != nil {
		return 0, err
	}
	defer rows.Close()
	return sql.ScanInt(rows)
}

func (q *query) selector(ctx context.Context) (*sql.Selector, error) {
	selector := q.builder.
		Select().
		From(q.builder.Table(q.Node.Table).Schema(q.Node.Schema)).
		WithContext(ctx)
	if q.From != nil {
		selector = q.From
	}
	selector.Select(selector.Columns(q.Node.Columns...)...)
	if pred := q.Predicate; pred != nil {
		pred(selector)
	}
	if order := q.Order; order != nil {
		order(selector)
	}
	if q.Offset != 0 {
		// Limit is mandatory for the offset clause. We start
		// with default value, and override it below if needed.
		selector.Offset(q.Offset).Limit(math.MaxInt32)
	}
	if q.Limit != 0 {
		selector.Limit(q.Limit)
	}
	if q.Unique {
		selector.Distinct()
	}
	for _, m := range q.Modifiers {
		m(selector)
	}
	if err := selector.Err(); err != nil {
		return nil, err
	}
	return selector, nil
}

type updater struct {
	graph
	*UpdateSpec
}

func (u *updater) node(ctx context.Context, tx dialect.ExecQuerier) error {
	var (
		id         driver.Value
		idp        *sql.Predicate
		addEdges   = EdgeSpecs(u.Edges.Add).GroupRel()
		clearEdges = EdgeSpecs(u.Edges.Clear).GroupRel()
	)
	switch {
	// In case it is not an edge schema, the id holds the PK
	// of the node used for linking it with the other nodes.
	case u.Node.ID != nil:
		id = u.Node.ID.Value
		idp = sql.EQ(u.Node.ID.Column, id)
	case len(u.Node.CompositeID) == 2:
		idp = sql.And(
			sql.EQ(u.Node.CompositeID[0].Column, u.Node.CompositeID[0].Value),
			sql.EQ(u.Node.CompositeID[1].Column, u.Node.CompositeID[1].Value),
		)
	case len(u.Node.CompositeID) != 2:
		return fmt.Errorf("sql/sqlgraph: invalid composite id for update table %q", u.Node.Table)
	default:
		return fmt.Errorf("sql/sqlgraph: missing node id for update table %q", u.Node.Table)
	}
	update := u.builder.Update(u.Node.Table).Schema(u.Node.Schema).Where(idp)
	if pred := u.Predicate; pred != nil {
		selector := u.builder.Select().From(u.builder.Table(u.Node.Table).Schema(u.Node.Schema))
		pred(selector)
		update.FromSelect(selector)
	}
	if err := u.setTableColumns(update, addEdges, clearEdges); err != nil {
		return err
	}
	for _, m := range u.Modifiers {
		m(update)
	}
	if err := update.Err(); err != nil {
		return err
	}
	if !update.Empty() {
		var res sql.Result
		query, args := update.Query()
		if err := tx.Exec(ctx, query, args, &res); err != nil {
			return err
		}
		affected, err := res.RowsAffected()
		if err != nil {
			return err
		}
		// In case there are zero affected rows by this statement, we need to distinguish
		// between the case of "record was not found" and "record was not changed".
		if affected == 0 && u.Predicate != nil {
			if err := u.ensureExists(ctx); err != nil {
				return err
			}
		}
	}
	if id != nil {
		// Not an edge schema.
		if err := u.setExternalEdges(ctx, []driver.Value{id}, addEdges, clearEdges); err != nil {
			return err
		}
	}
	// Ignore querying the database when there's nothing
	// to scan into it.
	if u.ScanValues == nil {
		return nil
	}
	selector := u.builder.Select(u.Node.Columns...).
		From(u.builder.Table(u.Node.Table).Schema(u.Node.Schema)).
		// Skip adding the custom predicates that were attached
		// to the updater as they may point to columns that were
		// changed by the UPDATE statement.
		Where(idp)
	rows := &sql.Rows{}
	query, args := selector.Query()
	if err := tx.Query(ctx, query, args, rows); err != nil {
		return err
	}
	return u.scan(rows)
}

func (u *updater) nodes(ctx context.Context, drv dialect.Driver) (int, error) {
	var (
		addEdges   = EdgeSpecs(u.Edges.Add).GroupRel()
		clearEdges = EdgeSpecs(u.Edges.Clear).GroupRel()
		multiple   = hasExternalEdges(addEdges, clearEdges)
		update     = u.builder.Update(u.Node.Table).Schema(u.Node.Schema)
		selector   = u.builder.Select().
				From(u.builder.Table(u.Node.Table).Schema(u.Node.Schema)).
				WithContext(ctx)
	)
	switch {
	// In case it is not an edge schema, the id holds the PK of
	// the returned nodes are used for updating external tables.
	case u.Node.ID != nil:
		selector.Select(u.Node.ID.Column)
	case len(u.Node.CompositeID) == 2:
		// Other edge-schemas (M2M tables) cannot be updated by this operation.
		// Also, in case there is a need to update an external foreign-key, it must
		// be a single value and the user should use the "update by id" API instead.
		if multiple {
			return 0, fmt.Errorf("sql/sqlgraph: update edge schema table %q cannot update external tables", u.Node.Table)
		}
	case len(u.Node.CompositeID) != 2:
		return 0, fmt.Errorf("sql/sqlgraph: invalid composite id for update table %q", u.Node.Table)
	default:
		return 0, fmt.Errorf("sql/sqlgraph: missing node id for update table %q", u.Node.Table)
	}
	if err := u.setTableColumns(update, addEdges, clearEdges); err != nil {
		return 0, err
	}
	if pred := u.Predicate; pred != nil {
		pred(selector)
	}
	// In case of single statement update, avoid opening a transaction manually.
	if !multiple {
		update.FromSelect(selector)
		return u.updateTable(ctx, update)
	}
	tx, err := drv.Tx(ctx)
	if err != nil {
		return 0, err
	}
	u.tx = tx
	affected, err := func() (int, error) {
		var (
			ids         []driver.Value
			rows        = &sql.Rows{}
			query, args = selector.Query()
		)
		if err := u.tx.Query(ctx, query, args, rows); err != nil {
			return 0, fmt.Errorf("querying table %s: %w", u.Node.Table, err)
		}
		defer rows.Close()
		if err := sql.ScanSlice(rows, &ids); err != nil {
			return 0, fmt.Errorf("scan node ids: %w", err)
		}
		if err := rows.Close(); err != nil {
			return 0, err
		}
		if len(ids) == 0 {
			return 0, nil
		}
		update.Where(matchID(u.Node.ID.Column, ids))
		// In case of multi statement update, that change can
		// affect more than 1 table, and therefore, we return
		// the list of ids as number of affected records.
		if _, err := u.updateTable(ctx, update); err != nil {
			return 0, err
		}
		if err := u.setExternalEdges(ctx, ids, addEdges, clearEdges); err != nil {
			return 0, err
		}
		return len(ids), nil
	}()
	if err != nil {
		return 0, rollback(tx, err)
	}
	return affected, tx.Commit()
}

func (u *updater) updateTable(ctx context.Context, stmt *sql.UpdateBuilder) (int, error) {
	for _, m := range u.Modifiers {
		m(stmt)
	}
	if err := stmt.Err(); err != nil {
		return 0, err
	}
	if stmt.Empty() {
		return 0, nil
	}
	var (
		res         sql.Result
		query, args = stmt.Query()
	)
	if err := u.tx.Exec(ctx, query, args, &res); err != nil {
		return 0, err
	}
	affected, err := res.RowsAffected()
	if err != nil {
		return 0, err
	}
	return int(affected), nil
}

func (u *updater) setExternalEdges(ctx context.Context, ids []driver.Value, addEdges, clearEdges map[Rel][]*EdgeSpec) error {
	if err := u.graph.clearM2MEdges(ctx, ids, clearEdges[M2M]); err != nil {
		return err
	}
	if err := u.graph.addM2MEdges(ctx, ids, addEdges[M2M]); err != nil {
		return err
	}
	if err := u.graph.clearFKEdges(ctx, ids, append(clearEdges[O2M], clearEdges[O2O]...)); err != nil {
		return err
	}
	if err := u.graph.addFKEdges(ctx, ids, append(addEdges[O2M], addEdges[O2O]...)); err != nil {
		return err
	}
	return nil
}

// setTableColumns sets the table columns and foreign_keys used in insert.
func (u *updater) setTableColumns(update *sql.UpdateBuilder, addEdges, clearEdges map[Rel][]*EdgeSpec) error {
	// Avoid multiple assignments to the same column.
	setEdges := make(map[string]bool)
	for _, e := range addEdges[M2O] {
		setEdges[e.Columns[0]] = true
	}
	for _, e := range addEdges[O2O] {
		if e.Inverse || e.Bidi {
			setEdges[e.Columns[0]] = true
		}
	}
	for _, fi := range u.Fields.Clear {
		update.SetNull(fi.Column)
	}
	for _, e := range clearEdges[M2O] {
		if col := e.Columns[0]; !setEdges[col] {
			update.SetNull(col)
		}
	}
	for _, e := range clearEdges[O2O] {
		col := e.Columns[0]
		if (e.Inverse || e.Bidi) && !setEdges[col] {
			update.SetNull(col)
		}
	}
	err := setTableColumns(u.Fields.Set, addEdges, func(column string, value driver.Value) {
		update.Set(column, value)
	})
	if err != nil {
		return err
	}
	for _, fi := range u.Fields.Add {
		update.Add(fi.Column, fi.Value)
	}
	return nil
}

func (u *updater) scan(rows *sql.Rows) error {
	defer rows.Close()
	columns, err := rows.Columns()
	if err != nil {
		return err
	}
	if !rows.Next() {
		if err := rows.Err(); err != nil {
			return err
		}
		if len(u.Node.CompositeID) == 2 {
			return &NotFoundError{table: u.Node.Table, id: []driver.Value{u.Node.CompositeID[0].Value, u.Node.CompositeID[1].Value}}
		}
		return &NotFoundError{table: u.Node.Table, id: u.Node.ID.Value}
	}
	values, err := u.ScanValues(columns)
	if err != nil {
		return err
	}
	if err := rows.Scan(values...); err != nil {
		return fmt.Errorf("failed scanning rows: %w", err)
	}
	if err := u.Assign(columns, values); err != nil {
		return err
	}
	return nil
}

func (u *updater) ensureExists(ctx context.Context) error {
	exists := u.builder.Select().From(u.builder.Table(u.Node.Table).Schema(u.Node.Schema)).Where(sql.EQ(u.Node.ID.Column, u.Node.ID.Value))
	u.Predicate(exists)
	query, args := u.builder.SelectExpr(sql.Exists(exists)).Query()
	rows := &sql.Rows{}
	if err := u.tx.Query(ctx, query, args, rows); err != nil {
		return err
	}
	defer rows.Close()
	found, err := sql.ScanBool(rows)
	if err != nil {
		return err
	}
	if !found {
		return &NotFoundError{table: u.Node.Table, id: u.Node.ID.Value}
	}
	return nil
}

type creator struct {
	graph
	*CreateSpec
}

func (c *creator) node(ctx context.Context, drv dialect.Driver) error {
	var (
		edges  = EdgeSpecs(c.Edges).GroupRel()
		insert = c.builder.Insert(c.Table).Schema(c.Schema).Default()
	)
	if err := c.setTableColumns(insert, edges); err != nil {
		return err
	}
	tx, err := c.mayTx(ctx, drv, edges)
	if err != nil {
		return err
	}
	if err := func() error {
		// In case the spec does not contain an ID field, we assume
		// we interact with an edge-schema with composite primary key.
		if c.ID == nil {
			c.ensureConflict(insert)
			query, args := insert.Query()
			return c.tx.Exec(ctx, query, args, nil)
		}
		if err := c.insert(ctx, insert); err != nil {
			return err
		}
		if err := c.graph.addM2MEdges(ctx, []driver.Value{c.ID.Value}, edges[M2M]); err != nil {
			return err
		}
		return c.graph.addFKEdges(ctx, []driver.Value{c.ID.Value}, append(edges[O2M], edges[O2O]...))
	}(); err != nil {
		return rollback(tx, err)
	}
	return tx.Commit()
}

// mayTx opens a new transaction if the create operation spans across multiple statements.
func (c *creator) mayTx(ctx context.Context, drv dialect.Driver, edges map[Rel][]*EdgeSpec) (dialect.Tx, error) {
	if !hasExternalEdges(edges, nil) {
		return dialect.NopTx(drv), nil
	}
	tx, err := drv.Tx(ctx)
	if err != nil {
		return nil, err
	}
	c.tx = tx
	return tx, nil
}

// setTableColumns sets the table columns and foreign_keys used in insert.
func (c *creator) setTableColumns(insert *sql.InsertBuilder, edges map[Rel][]*EdgeSpec) error {
	err := setTableColumns(c.Fields, edges, func(column string, value driver.Value) {
		insert.Set(column, value)
	})
	return err
}

// insert a node to its table and sets its ID if it was not provided by the user.
func (c *creator) insert(ctx context.Context, insert *sql.InsertBuilder) error {
	c.ensureConflict(insert)
	// If the id field was provided by the user.
	if c.ID.Value != nil {
		insert.Set(c.ID.Column, c.ID.Value)
		// In case of "ON CONFLICT", the record may exist in the
		// database, and we need to get back the database id field.
		if len(c.CreateSpec.OnConflict) == 0 {
			query, args := insert.Query()
			return c.tx.Exec(ctx, query, args, nil)
		}
	}
	return c.insertLastID(ctx, insert.Returning(c.ID.Column))
}

// ensureConflict ensures the ON CONFLICT is added to the insert statement.
func (c *creator) ensureConflict(insert *sql.InsertBuilder) {
	if opts := c.CreateSpec.OnConflict; len(opts) > 0 {
		insert.OnConflict(opts...)
		c.ensureLastInsertID(insert)
	}
}

// ensureLastInsertID ensures the LAST_INSERT_ID was added to the
// 'ON DUPLICATE ... UPDATE' clause in it was not provided.
func (c *creator) ensureLastInsertID(insert *sql.InsertBuilder) {
	if c.ID == nil || !c.ID.Type.Numeric() || c.ID.Value != nil || insert.Dialect() != dialect.MySQL {
		return
	}
	insert.OnConflict(sql.ResolveWith(func(s *sql.UpdateSet) {
		for _, column := range s.UpdateColumns() {
			if column == c.ID.Column {
				return
			}
		}
		s.Set(c.ID.Column, sql.Expr(fmt.Sprintf("LAST_INSERT_ID(%s)", s.Table().C(c.ID.Column))))
	}))
}

type batchCreator struct {
	graph
	*BatchCreateSpec
}

func (c *batchCreator) nodes(ctx context.Context, drv dialect.Driver) error {
	if len(c.Nodes) == 0 {
		return nil
	}
	columns := make(map[string]struct{})
	values := make([]map[string]driver.Value, len(c.Nodes))
	for i, node := range c.Nodes {
		if i > 0 && node.Table != c.Nodes[i-1].Table {
			return fmt.Errorf("more than 1 table for batch insert: %q != %q", node.Table, c.Nodes[i-1].Table)
		}
		values[i] = make(map[string]driver.Value)
		if node.ID != nil && node.ID.Value != nil {
			columns[node.ID.Column] = struct{}{}
			values[i][node.ID.Column] = node.ID.Value
		}
		edges := EdgeSpecs(node.Edges).GroupRel()
		err := setTableColumns(node.Fields, edges, func(column string, value driver.Value) {
			columns[column] = struct{}{}
			values[i][column] = value
		})
		if err != nil {
			return err
		}
	}
	for column := range columns {
		for i := range values {
			if _, exists := values[i][column]; !exists {
				if c.Nodes[i].ID != nil && column == c.Nodes[i].ID.Column {
					// If the ID value was provided to one of the nodes, it should be
					// provided to all others because this affects the way we calculate
					// their values in MySQL and SQLite dialects.
					return fmt.Errorf("incosistent id values for batch insert")
				}
				// Assign NULL values for empty placeholders.
				values[i][column] = nil
			}
		}
	}
	sorted := keys(columns)
	insert := c.builder.Insert(c.Nodes[0].Table).Schema(c.Nodes[0].Schema).Default().Columns(sorted...)
	for i := range values {
		vs := make([]any, len(sorted))
		for j, c := range sorted {
			vs[j] = values[i][c]
		}
		insert.Values(vs...)
	}
	tx, err := c.mayTx(ctx, drv)
	if err != nil {
		return err
	}
	c.tx = tx
	if err := func() error {
		// In case the spec does not contain an ID field, we assume
		// we interact with an edge-schema with composite primary key.
		if c.Nodes[0].ID == nil {
			c.ensureConflict(insert)
			query, args := insert.Query()
			return tx.Exec(ctx, query, args, nil)
		}
		if err := c.batchInsert(ctx, tx, insert); err != nil {
			return fmt.Errorf("insert nodes to table %q: %w", c.Nodes[0].Table, err)
		}
		if err := c.batchAddM2M(ctx, c.BatchCreateSpec); err != nil {
			return err
		}
		// FKs that exist in different tables can't be updated in batch (using the CASE
		// statement), because we rely on RowsAffected to check if the FK column is NULL.
		for _, node := range c.Nodes {
			edges := EdgeSpecs(node.Edges).GroupRel()
			if err := c.graph.addFKEdges(ctx, []driver.Value{node.ID.Value}, append(edges[O2M], edges[O2O]...)); err != nil {
				return err
			}
		}
		return nil
	}(); err != nil {
		return rollback(tx, err)
	}
	return tx.Commit()
}

// mayTx opens a new transaction if the create operation spans across multiple statements.
func (c *batchCreator) mayTx(ctx context.Context, drv dialect.Driver) (dialect.Tx, error) {
	for _, node := range c.Nodes {
		for _, edge := range node.Edges {
			if isExternalEdge(edge) {
				return drv.Tx(ctx)
			}
		}
	}
	return dialect.NopTx(drv), nil
}

// batchInsert inserts a batch of nodes to their table and sets their ID if it was not provided by the user.
func (c *batchCreator) batchInsert(ctx context.Context, tx dialect.ExecQuerier, insert *sql.InsertBuilder) error {
	c.ensureConflict(insert)
	return c.insertLastIDs(ctx, tx, insert.Returning(c.Nodes[0].ID.Column))
}

// ensureConflict ensures the ON CONFLICT is added to the insert statement.
func (c *batchCreator) ensureConflict(insert *sql.InsertBuilder) {
	if opts := c.BatchCreateSpec.OnConflict; len(opts) > 0 {
		insert.OnConflict(opts...)
	}
}

// GroupRel groups edges by their relation type.
func (es EdgeSpecs) GroupRel() map[Rel][]*EdgeSpec {
	edges := make(map[Rel][]*EdgeSpec)
	for _, edge := range es {
		edges[edge.Rel] = append(edges[edge.Rel], edge)
	}
	return edges
}

// GroupTable groups edges by their table name.
func (es EdgeSpecs) GroupTable() map[string][]*EdgeSpec {
	edges := make(map[string][]*EdgeSpec)
	for _, edge := range es {
		edges[edge.Table] = append(edges[edge.Table], edge)
	}
	return edges
}

// FilterRel returns edges for the given relation type.
func (es EdgeSpecs) FilterRel(r Rel) EdgeSpecs {
	edges := make([]*EdgeSpec, 0, len(es))
	for _, edge := range es {
		if edge.Rel == r {
			edges = append(edges, edge)
		}
	}
	return edges
}

// The common operations shared between the different builders.
//
// M2M edges reside in join tables and require INSERT and DELETE
// queries for adding or removing edges respectively.
//
// O2M and non-inverse O2O edges also reside in external tables,
// but use UPDATE queries (fk = ?, fk = NULL).
type graph struct {
	tx      dialect.ExecQuerier
	builder *sql.DialectBuilder
}

func (g *graph) clearM2MEdges(ctx context.Context, ids []driver.Value, edges EdgeSpecs) error {
	// Remove all M2M edges from the same type at once.
	// The EdgeSpec is the same for all members in a group.
	tables := edges.GroupTable()
	for _, table := range edgeKeys(tables) {
		edges := tables[table]
		preds := make([]*sql.Predicate, 0, len(edges))
		for _, edge := range edges {
			fromC, toC := edge.Columns[0], edge.Columns[1]
			if edge.Inverse {
				fromC, toC = toC, fromC
			}
			// If there are no specific edges (to target-nodes) to remove,
			// clear all edges that go out (or come in) from the nodes.
			if len(edge.Target.Nodes) == 0 {
				preds = append(preds, matchID(fromC, ids))
				if edge.Bidi {
					preds = append(preds, matchID(toC, ids))
				}
			} else {
				pk1, pk2 := ids, edge.Target.Nodes
				preds = append(preds, matchIDs(fromC, pk1, toC, pk2))
				if edge.Bidi {
					preds = append(preds, matchIDs(toC, pk1, fromC, pk2))
				}
			}
		}
		deleter := g.builder.Delete(table).Where(sql.Or(preds...))
		if edges[0].Schema != "" {
			// If the Schema field was provided to the EdgeSpec (by the
			// generated code), it should be the same for all EdgeSpecs.
			deleter.Schema(edges[0].Schema)
		}
		query, args := deleter.Query()
		if err := g.tx.Exec(ctx, query, args, nil); err != nil {
			return fmt.Errorf("remove m2m edge for table %s: %w", table, err)
		}
	}
	return nil
}

func (g *graph) addM2MEdges(ctx context.Context, ids []driver.Value, edges EdgeSpecs) error {
	// Insert all M2M edges from the same type at once.
	// The EdgeSpec is the same for all members in a group.
	tables := edges.GroupTable()
	for _, table := range edgeKeys(tables) {
		var (
			edges   = tables[table]
			columns = edges[0].Columns
			values  = make([]any, 0, len(edges[0].Target.Fields))
		)
		// Additional fields, such as edge-schema fields. Note, we use the first index,
		// because Ent generates the same spec fields for all edges from the same type.
		for _, f := range edges[0].Target.Fields {
			values = append(values, f.Value)
			columns = append(columns, f.Column)
		}
		insert := g.builder.Insert(table).Columns(columns...)
		if edges[0].Schema != "" {
			// If the Schema field was provided to the EdgeSpec (by the
			// generated code), it should be the same for all EdgeSpecs.
			insert.Schema(edges[0].Schema)
		}
		for _, edge := range edges {
			pk1, pk2 := ids, edge.Target.Nodes
			if edge.Inverse {
				pk1, pk2 = pk2, pk1
			}
			for _, pair := range product(pk1, pk2) {
				insert.Values(append([]any{pair[0], pair[1]}, values...)...)
				if edge.Bidi {
					insert.Values(append([]any{pair[1], pair[0]}, values...)...)
				}
			}
		}
		// Ignore conflicts only if edges do not contain extra fields, because these fields
		// can hold different values on different insertions (e.g. time.Now() or uuid.New()).
		if len(edges[0].Target.Fields) == 0 {
			insert.OnConflict(sql.DoNothing())
		}
		query, args := insert.Query()
		if err := g.tx.Exec(ctx, query, args, nil); err != nil {
			return fmt.Errorf("add m2m edge for table %s: %w", table, err)
		}
	}
	return nil
}

func (g *graph) batchAddM2M(ctx context.Context, spec *BatchCreateSpec) error {
	tables := make(map[string]*sql.InsertBuilder)
	for _, node := range spec.Nodes {
		edges := EdgeSpecs(node.Edges).FilterRel(M2M)
		for t, edges := range edges.GroupTable() {
			insert, ok := tables[t]
			if !ok {
				insert = g.builder.Insert(t).Columns(edges[0].Columns...)
				if edges[0].Schema != "" {
					// If the Schema field was provided to the EdgeSpec (by the
					// generated code), it should be the same for all EdgeSpecs.
					insert.Schema(edges[0].Schema)
				}
			}
			tables[t] = insert
			if len(edges) != 1 {
				return fmt.Errorf("expect exactly 1 edge-spec per table, but got %d", len(edges))
			}
			edge := edges[0]
			pk1, pk2 := []driver.Value{node.ID.Value}, edge.Target.Nodes
			if edge.Inverse {
				pk1, pk2 = pk2, pk1
			}
			for _, pair := range product(pk1, pk2) {
				insert.Values(pair[0], pair[1])
				if edge.Bidi {
					insert.Values(pair[1], pair[0])
				}
			}
		}
	}
	for _, table := range insertKeys(tables) {
		query, args := tables[table].Query()
		if err := g.tx.Exec(ctx, query, args, nil); err != nil {
			return fmt.Errorf("add m2m edge for table %s: %w", table, err)
		}
	}
	return nil
}

func (g *graph) clearFKEdges(ctx context.Context, ids []driver.Value, edges []*EdgeSpec) error {
	for _, edge := range edges {
		if edge.Rel == O2O && edge.Inverse {
			continue
		}
		// O2O relations can be cleared without
		// passing the target ids.
		pred := matchID(edge.Columns[0], ids)
		if nodes := edge.Target.Nodes; len(nodes) > 0 {
			pred = matchIDs(edge.Target.IDSpec.Column, edge.Target.Nodes, edge.Columns[0], ids)
		}
		query, args := g.builder.Update(edge.Table).
			SetNull(edge.Columns[0]).
			Where(pred).
			Query()
		if err := g.tx.Exec(ctx, query, args, nil); err != nil {
			return fmt.Errorf("add %s edge for table %s: %w", edge.Rel, edge.Table, err)
		}
	}
	return nil
}

func (g *graph) addFKEdges(ctx context.Context, ids []driver.Value, edges []*EdgeSpec) error {
	id := ids[0]
	if len(ids) > 1 && len(edges) != 0 {
		// O2M and non-inverse O2O edges are defined by a FK in the "other"
		// table. Therefore, ids[i+1] will override ids[i] which is invalid.
		return fmt.Errorf("unable to link FK edge to more than 1 node: %v", ids)
	}
	for _, edge := range edges {
		if edge.Rel == O2O && edge.Inverse {
			continue
		}
		p := sql.EQ(edge.Target.IDSpec.Column, edge.Target.Nodes[0])
		// Use "IN" predicate instead of list of "OR"
		// in case of more than on nodes to connect.
		if len(edge.Target.Nodes) > 1 {
			p = sql.InValues(edge.Target.IDSpec.Column, edge.Target.Nodes...)
		}
		query, args := g.builder.Update(edge.Table).
			Schema(edge.Schema).
			Set(edge.Columns[0], id).
			Where(sql.And(p, sql.IsNull(edge.Columns[0]))).
			Query()
		var res sql.Result
		if err := g.tx.Exec(ctx, query, args, &res); err != nil {
			return fmt.Errorf("add %s edge for table %s: %w", edge.Rel, edge.Table, err)
		}
		affected, err := res.RowsAffected()
		if err != nil {
			return err
		}
		// Setting the FK value of the "other" table
		// without clearing it before, is not allowed.
		if ids := edge.Target.Nodes; int(affected) < len(ids) {
			return &ConstraintError{msg: fmt.Sprintf("one of %v is already connected to a different %s", ids, edge.Columns[0])}
		}
	}
	return nil
}

func hasExternalEdges(addEdges, clearEdges map[Rel][]*EdgeSpec) bool {
	// M2M edges reside in a join-table, and O2M edges reside
	// in the M2O table (the entity that holds the FK).
	if len(clearEdges[M2M]) > 0 || len(addEdges[M2M]) > 0 ||
		len(clearEdges[O2M]) > 0 || len(addEdges[O2M]) > 0 {
		return true
	}
	for _, edges := range [][]*EdgeSpec{clearEdges[O2O], addEdges[O2O]} {
		for _, e := range edges {
			if !e.Inverse {
				return true
			}
		}
	}
	return false
}

// isExternalEdge reports if the given edge requires an UPDATE
// or an INSERT to other table.
func isExternalEdge(e *EdgeSpec) bool {
	return e.Rel == M2M || e.Rel == O2M || e.Rel == O2O && !e.Inverse
}

// setTableColumns is shared between updater and creator.
func setTableColumns(fields []*FieldSpec, edges map[Rel][]*EdgeSpec, set func(string, driver.Value)) (err error) {
	for _, fi := range fields {
		value := fi.Value
		if fi.Type == field.TypeJSON {
			buf, err := json.Marshal(value)
			if err != nil {
				return fmt.Errorf("marshal value for column %s: %w", fi.Column, err)
			}
			// If the underlying driver does not support JSON types,
			// driver.DefaultParameterConverter will convert it to uint8.
			value = json.RawMessage(buf)
		}
		set(fi.Column, value)
	}
	for _, e := range edges[M2O] {
		set(e.Columns[0], e.Target.Nodes[0])
	}
	for _, e := range edges[O2O] {
		if e.Inverse || e.Bidi {
			set(e.Columns[0], e.Target.Nodes[0])
		}
	}
	return nil
}

// insertLastID invokes the insert query on the transaction and returns the LastInsertID.
func (c *creator) insertLastID(ctx context.Context, insert *sql.InsertBuilder) error {
	query, args := insert.Query()
	if err := insert.Err(); err != nil {
		return err
	}
	// MySQL does not support the "RETURNING" clause.
	if insert.Dialect() != dialect.MySQL {
		rows := &sql.Rows{}
		if err := c.tx.Query(ctx, query, args, rows); err != nil {
			return err
		}
		defer rows.Close()
		switch _, ok := c.ID.Value.(field.ValueScanner); {
		case ok:
			// If the ID implements the sql.Scanner
			// interface it should be a pointer type.
			return sql.ScanOne(rows, c.ID.Value)
		case c.ID.Type.Numeric():
			// Normalize the type to int64 to make it
			// looks like LastInsertId.
			id, err := sql.ScanInt64(rows)
			if err != nil {
				return err
			}
			c.ID.Value = id
			return nil
		default:
			return sql.ScanOne(rows, &c.ID.Value)
		}
	}
	// MySQL.
	var res sql.Result
	if err := c.tx.Exec(ctx, query, args, &res); err != nil {
		return err
	}
	// If the ID field is not numeric (e.g. string),
	// there is no way to scan the LAST_INSERT_ID.
	if c.ID.Type.Numeric() {
		id, err := res.LastInsertId()
		if err != nil {
			return err
		}
		c.ID.Value = id
	}
	return nil
}

// insertLastIDs invokes the batch insert query on the transaction and returns the LastInsertID of all entities.
func (c *batchCreator) insertLastIDs(ctx context.Context, tx dialect.ExecQuerier, insert *sql.InsertBuilder) error {
	query, args := insert.Query()
	if err := insert.Err(); err != nil {
		return err
	}
	// MySQL does not support the "RETURNING" clause.
	if insert.Dialect() != dialect.MySQL {
		rows := &sql.Rows{}
		if err := tx.Query(ctx, query, args, rows); err != nil {
			return err
		}
		defer rows.Close()
		for i := 0; rows.Next(); i++ {
			node := c.Nodes[i]
			if node.ID.Type.Numeric() {
				// Normalize the type to int64 to make it looks
				// like LastInsertId.
				var id int64
				if err := rows.Scan(&id); err != nil {
					return err
				}
				node.ID.Value = id
			} else if err := rows.Scan(&node.ID.Value); err != nil {
				return err
			}
		}
		return nil
	}
	// MySQL.
	var res sql.Result
	if err := tx.Exec(ctx, query, args, &res); err != nil {
		return err
	}
	// If the ID field is not numeric (e.g. string),
	// there is no way to scan the LAST_INSERT_ID.
	if len(c.Nodes) > 0 && c.Nodes[0].ID.Type.Numeric() {
		id, err := res.LastInsertId()
		if err != nil {
			return err
		}
		affected, err := res.RowsAffected()
		if err != nil {
			return err
		}
		// Assume the ID field is AUTO_INCREMENT
		// if its type is numeric.
		for i := 0; int64(i) < affected && i < len(c.Nodes); i++ {
			c.Nodes[i].ID.Value = id + int64(i)
		}
	}
	return nil
}

// rollback calls to tx.Rollback and wraps the given error with the rollback error if occurred.
func rollback(tx dialect.Tx, err error) error {
	if rerr := tx.Rollback(); rerr != nil {
		err = fmt.Errorf("%w: %v", err, rerr)
	}
	return err
}

func edgeKeys(m map[string][]*EdgeSpec) []string {
	keys := make([]string, 0, len(m))
	for k := range m {
		keys = append(keys, k)
	}
	sort.Strings(keys)
	return keys
}

func insertKeys(m map[string]*sql.InsertBuilder) []string {
	keys := make([]string, 0, len(m))
	for k := range m {
		keys = append(keys, k)
	}
	sort.Strings(keys)
	return keys
}

func keys(m map[string]struct{}) []string {
	keys := make([]string, 0, len(m))
	for k := range m {
		keys = append(keys, k)
	}
	sort.Strings(keys)
	return keys
}

func matchID(column string, pk []driver.Value) *sql.Predicate {
	if len(pk) > 1 {
		return sql.InValues(column, pk...)
	}
	return sql.EQ(column, pk[0])
}

func matchIDs(column1 string, pk1 []driver.Value, column2 string, pk2 []driver.Value) *sql.Predicate {
	p := matchID(column1, pk1)
	if len(pk2) > 1 {
		// Use "IN" predicate instead of list of "OR"
		// in case of more than on nodes to connect.
		return sql.And(p, sql.InValues(column2, pk2...))
	}
	return sql.And(p, sql.EQ(column2, pk2[0]))
}

// cartesian product of 2 id sets.
func product(a, b []driver.Value) [][2]driver.Value {
	c := make([][2]driver.Value, 0, len(a)*len(b))
	for i := range a {
		for j := range b {
			c = append(c, [2]driver.Value{a[i], b[j]})
		}
	}
	return c
}