refactor: move source implementation in Invoke() function to Source (#2234)

Move source-related queries from `Invoke()` function into Source.

The following sources are updated in this PR:
* couchbase
* dgraph
* elasticsearch
* firebird

This is an effort to generalizing tools to work with any Source that
implements a specific interface. This will provide a better segregation
of the roles for Tools vs Source.

Tool's role will be limited to the following:
* Resolve any pre-implementation steps or parameters (e.g. template
parameters)
* Retrieving Source
* Calling the source's implementation
This commit is contained in:
Yuan Teoh
2025-12-30 14:45:48 -08:00
committed by GitHub
parent 2fa9cdb522
commit df2f6a9f0b
11 changed files with 343 additions and 370 deletions

View File

@@ -17,6 +17,7 @@ package couchbase
import (
"context"
"crypto/tls"
"encoding/json"
"fmt"
"os"
@@ -24,6 +25,7 @@ import (
tlsutil "github.com/couchbase/tools-common/http/tls"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"go.opentelemetry.io/otel/trace"
)
@@ -110,6 +112,27 @@ func (s *Source) CouchbaseQueryScanConsistency() uint {
return s.QueryScanConsistency
}
func (s *Source) RunSQL(statement string, params parameters.ParamValues) (any, error) {
results, err := s.CouchbaseScope().Query(statement, &gocb.QueryOptions{
ScanConsistency: gocb.QueryScanConsistency(s.CouchbaseQueryScanConsistency()),
NamedParameters: params.AsMap(),
})
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
var out []any
for results.Next() {
var result json.RawMessage
err := results.Row(&result)
if err != nil {
return nil, fmt.Errorf("error processing row: %w", err)
}
out = append(out, result)
}
return out, nil
}
func (r Config) createCouchbaseOptions() (gocb.ClusterOptions, error) {
cbOpts := gocb.ClusterOptions{}

View File

@@ -26,6 +26,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"go.opentelemetry.io/otel/trace"
)
@@ -114,6 +115,28 @@ func (s *Source) DgraphClient() *DgraphClient {
return s.Client
}
func (s *Source) RunSQL(statement string, params parameters.ParamValues, isQuery bool, timeout string) (any, error) {
paramsMap := params.AsMapWithDollarPrefix()
resp, err := s.DgraphClient().ExecuteQuery(statement, paramsMap, isQuery, timeout)
if err != nil {
return nil, err
}
if err := checkError(resp); err != nil {
return nil, err
}
var result struct {
Data map[string]interface{} `json:"data"`
}
if err := json.Unmarshal(resp, &result); err != nil {
return nil, fmt.Errorf("error parsing JSON: %v", err)
}
return result.Data, nil
}
func initDgraphHttpClient(ctx context.Context, tracer trace.Tracer, r Config) (*DgraphClient, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, r.Name)
@@ -285,7 +308,7 @@ func (hc *DgraphClient) doLogin(creds map[string]interface{}) error {
return err
}
if err := CheckError(resp); err != nil {
if err := checkError(resp); err != nil {
return err
}
@@ -370,7 +393,7 @@ func getUrl(baseUrl, resource string, params url.Values) (string, error) {
return u.String(), nil
}
func CheckError(resp []byte) error {
func checkError(resp []byte) error {
var errResp struct {
Errors []struct {
Message string `json:"message"`

View File

@@ -15,7 +15,9 @@
package elasticsearch
import (
"bytes"
"context"
"encoding/json"
"fmt"
"net/http"
@@ -149,3 +151,80 @@ func (s *Source) ToConfig() sources.SourceConfig {
func (s *Source) ElasticsearchClient() EsClient {
return s.Client
}
type EsqlColumn struct {
Name string `json:"name"`
Type string `json:"type"`
}
type EsqlResult struct {
Columns []EsqlColumn `json:"columns"`
Values [][]any `json:"values"`
}
func (s *Source) RunSQL(ctx context.Context, format, query string, params []map[string]any) (any, error) {
bodyStruct := struct {
Query string `json:"query"`
Params []map[string]any `json:"params,omitempty"`
}{
Query: query,
Params: params,
}
body, err := json.Marshal(bodyStruct)
if err != nil {
return nil, fmt.Errorf("failed to marshal query body: %w", err)
}
res, err := esapi.EsqlQueryRequest{
Body: bytes.NewReader(body),
Format: format,
FilterPath: []string{"columns", "values"},
Instrument: s.ElasticsearchClient().InstrumentationEnabled(),
}.Do(ctx, s.ElasticsearchClient())
if err != nil {
return nil, err
}
defer res.Body.Close()
if res.IsError() {
// Try to extract error message from response
var esErr json.RawMessage
err = util.DecodeJSON(res.Body, &esErr)
if err != nil {
return nil, fmt.Errorf("elasticsearch error: status %s", res.Status())
}
return esErr, nil
}
var result EsqlResult
err = util.DecodeJSON(res.Body, &result)
if err != nil {
return nil, fmt.Errorf("failed to decode response body: %w", err)
}
output := EsqlToMap(result)
return output, nil
}
// EsqlToMap converts the esqlResult to a slice of maps.
func EsqlToMap(result EsqlResult) []map[string]any {
output := make([]map[string]any, 0, len(result.Values))
for _, value := range result.Values {
row := make(map[string]any)
if value == nil {
output = append(output, row)
continue
}
for i, col := range result.Columns {
if i < len(value) {
row[col.Name] = value[i]
} else {
row[col.Name] = nil
}
}
output = append(output, row)
}
return output
}

View File

@@ -15,6 +15,7 @@
package elasticsearch_test
import (
"reflect"
"testing"
yaml "github.com/goccy/go-yaml"
@@ -64,3 +65,155 @@ func TestParseFromYamlElasticsearch(t *testing.T) {
})
}
}
func TestTool_esqlToMap(t1 *testing.T) {
tests := []struct {
name string
result elasticsearch.EsqlResult
want []map[string]any
}{
{
name: "simple case with two rows",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "first_name", Type: "text"},
{Name: "last_name", Type: "text"},
},
Values: [][]any{
{"John", "Doe"},
{"Jane", "Smith"},
},
},
want: []map[string]any{
{"first_name": "John", "last_name": "Doe"},
{"first_name": "Jane", "last_name": "Smith"},
},
},
{
name: "different data types",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "active", Type: "boolean"},
{Name: "score", Type: "float"},
},
Values: [][]any{
{1, true, 95.5},
{2, false, 88.0},
},
},
want: []map[string]any{
{"id": 1, "active": true, "score": 95.5},
{"id": 2, "active": false, "score": 88.0},
},
},
{
name: "no rows",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{},
},
want: []map[string]any{},
},
{
name: "null values",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
{1, nil},
{2, "Alice"},
},
},
want: []map[string]any{
{"id": 1, "name": nil},
{"id": 2, "name": "Alice"},
},
},
{
name: "missing values in a row",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
{Name: "age", Type: "integer"},
},
Values: [][]any{
{1, "Bob"},
{2, "Charlie", 30},
},
},
want: []map[string]any{
{"id": 1, "name": "Bob", "age": nil},
{"id": 2, "name": "Charlie", "age": 30},
},
},
{
name: "all null row",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
nil,
},
},
want: []map[string]any{
{},
},
},
{
name: "empty columns",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{},
Values: [][]any{
{},
{},
},
},
want: []map[string]any{
{},
{},
},
},
{
name: "more values than columns",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
},
Values: [][]any{
{1, "extra"},
},
},
want: []map[string]any{
{"id": 1},
},
},
{
name: "no columns but with values",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{},
Values: [][]any{
{1, "data"},
},
},
want: []map[string]any{
{},
},
},
}
for _, tt := range tests {
t1.Run(tt.name, func(t1 *testing.T) {
if got := elasticsearch.EsqlToMap(tt.result); !reflect.DeepEqual(got, tt.want) {
t1.Errorf("esqlToMap() = %v, want %v", got, tt.want)
}
})
}
}

View File

@@ -96,6 +96,53 @@ func (s *Source) FirebirdDB() *sql.DB {
return s.Db
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
rows, err := s.FirebirdDB().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
cols, err := rows.Columns()
if err != nil {
return nil, fmt.Errorf("unable to get columns: %w", err)
}
values := make([]any, len(cols))
scanArgs := make([]any, len(values))
for i := range values {
scanArgs[i] = &values[i]
}
var out []any
for rows.Next() {
err = rows.Scan(scanArgs...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, col := range cols {
if b, ok := values[i].([]byte); ok {
vMap[col] = string(b)
} else {
vMap[col] = values[i]
}
}
out = append(out, vMap)
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("error iterating rows: %w", err)
}
// In most cases, DML/DDL statements like INSERT, UPDATE, CREATE, etc. might return no rows
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return out, nil
}
func initFirebirdConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname string) (*sql.DB, error) {
_, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)
defer span.End()

View File

@@ -16,7 +16,6 @@ package couchbase
import (
"context"
"encoding/json"
"fmt"
"github.com/couchbase/gocb/v2"
@@ -44,7 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
CouchbaseScope() *gocb.Scope
CouchbaseQueryScanConsistency() uint
RunSQL(string, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -112,24 +111,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if err != nil {
return nil, fmt.Errorf("unable to extract standard params %w", err)
}
results, err := source.CouchbaseScope().Query(newStatement, &gocb.QueryOptions{
ScanConsistency: gocb.QueryScanConsistency(source.CouchbaseQueryScanConsistency()),
NamedParameters: newParams.AsMap(),
})
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
var out []any
for results.Next() {
var result json.RawMessage
err := results.Row(&result)
if err != nil {
return nil, fmt.Errorf("error processing row: %w", err)
}
out = append(out, result)
}
return out, nil
return source.RunSQL(newStatement, newParams)
}
func (t Tool) ParseParams(data map[string]any, claimsMap map[string]map[string]any) (parameters.ParamValues, error) {

View File

@@ -16,7 +16,6 @@ package dgraph
import (
"context"
"encoding/json"
"fmt"
yaml "github.com/goccy/go-yaml"
@@ -44,6 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
DgraphClient() *dgraph.DgraphClient
RunSQL(string, parameters.ParamValues, bool, string) (any, error)
}
type Config struct {
@@ -95,27 +95,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if err != nil {
return nil, err
}
paramsMap := params.AsMapWithDollarPrefix()
resp, err := source.DgraphClient().ExecuteQuery(t.Statement, paramsMap, t.IsQuery, t.Timeout)
if err != nil {
return nil, err
}
if err := dgraph.CheckError(resp); err != nil {
return nil, err
}
var result struct {
Data map[string]interface{} `json:"data"`
}
if err := json.Unmarshal(resp, &result); err != nil {
return nil, fmt.Errorf("error parsing JSON: %v", err)
}
return result.Data, nil
return source.RunSQL(t.Statement, params, t.IsQuery, t.Timeout)
}
func (t Tool) ParseParams(data map[string]any, claimsMap map[string]map[string]any) (parameters.ParamValues, error) {

View File

@@ -15,14 +15,10 @@
package elasticsearchesql
import (
"bytes"
"context"
"encoding/json"
"fmt"
"time"
"github.com/elastic/go-elasticsearch/v9/esapi"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"github.com/goccy/go-yaml"
@@ -41,6 +37,7 @@ func init() {
type compatibleSource interface {
ElasticsearchClient() es.EsClient
RunSQL(ctx context.Context, format, query string, params []map[string]any) (any, error)
}
type Config struct {
@@ -91,16 +88,6 @@ func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
type esqlColumn struct {
Name string `json:"name"`
Type string `json:"type"`
}
type esqlResult struct {
Columns []esqlColumn `json:"columns"`
Values [][]any `json:"values"`
}
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
if err != nil {
@@ -116,20 +103,13 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
defer cancel()
}
bodyStruct := struct {
Query string `json:"query"`
Params []map[string]any `json:"params,omitempty"`
}{
Query: t.Query,
Params: make([]map[string]any, 0, len(params)),
}
query := t.Query
sqlParams := make([]map[string]any, 0, len(params))
paramMap := params.AsMap()
// If a query is provided in the params and not already set in the tool, use it.
if query, ok := paramMap["query"]; ok {
if str, ok := query.(string); ok && bodyStruct.Query == "" {
bodyStruct.Query = str
if queryVal, ok := paramMap["query"]; ok {
if str, ok := queryVal.(string); ok && t.Query == "" {
query = str
}
// Drop the query param if not a string or if the tool already has a query.
@@ -140,65 +120,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if param.GetType() == "array" {
return nil, fmt.Errorf("array parameters are not supported yet")
}
bodyStruct.Params = append(bodyStruct.Params, map[string]any{param.GetName(): paramMap[param.GetName()]})
sqlParams = append(sqlParams, map[string]any{param.GetName(): paramMap[param.GetName()]})
}
body, err := json.Marshal(bodyStruct)
if err != nil {
return nil, fmt.Errorf("failed to marshal query body: %w", err)
}
res, err := esapi.EsqlQueryRequest{
Body: bytes.NewReader(body),
Format: t.Format,
FilterPath: []string{"columns", "values"},
Instrument: source.ElasticsearchClient().InstrumentationEnabled(),
}.Do(ctx, source.ElasticsearchClient())
if err != nil {
return nil, err
}
defer res.Body.Close()
if res.IsError() {
// Try to extract error message from response
var esErr json.RawMessage
err = util.DecodeJSON(res.Body, &esErr)
if err != nil {
return nil, fmt.Errorf("elasticsearch error: status %s", res.Status())
}
return esErr, nil
}
var result esqlResult
err = util.DecodeJSON(res.Body, &result)
if err != nil {
return nil, fmt.Errorf("failed to decode response body: %w", err)
}
output := t.esqlToMap(result)
return output, nil
}
// esqlToMap converts the esqlResult to a slice of maps.
func (t Tool) esqlToMap(result esqlResult) []map[string]any {
output := make([]map[string]any, 0, len(result.Values))
for _, value := range result.Values {
row := make(map[string]any)
if value == nil {
output = append(output, row)
continue
}
for i, col := range result.Columns {
if i < len(value) {
row[col.Name] = value[i]
} else {
row[col.Name] = nil
}
}
output = append(output, row)
}
return output
return source.RunSQL(ctx, t.Format, query, sqlParams)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

View File

@@ -15,7 +15,6 @@
package elasticsearchesql
import (
"reflect"
"testing"
"github.com/goccy/go-yaml"
@@ -106,156 +105,3 @@ func TestParseFromYamlElasticsearchEsql(t *testing.T) {
})
}
}
func TestTool_esqlToMap(t1 *testing.T) {
tests := []struct {
name string
result esqlResult
want []map[string]any
}{
{
name: "simple case with two rows",
result: esqlResult{
Columns: []esqlColumn{
{Name: "first_name", Type: "text"},
{Name: "last_name", Type: "text"},
},
Values: [][]any{
{"John", "Doe"},
{"Jane", "Smith"},
},
},
want: []map[string]any{
{"first_name": "John", "last_name": "Doe"},
{"first_name": "Jane", "last_name": "Smith"},
},
},
{
name: "different data types",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "active", Type: "boolean"},
{Name: "score", Type: "float"},
},
Values: [][]any{
{1, true, 95.5},
{2, false, 88.0},
},
},
want: []map[string]any{
{"id": 1, "active": true, "score": 95.5},
{"id": 2, "active": false, "score": 88.0},
},
},
{
name: "no rows",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{},
},
want: []map[string]any{},
},
{
name: "null values",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
{1, nil},
{2, "Alice"},
},
},
want: []map[string]any{
{"id": 1, "name": nil},
{"id": 2, "name": "Alice"},
},
},
{
name: "missing values in a row",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
{Name: "age", Type: "integer"},
},
Values: [][]any{
{1, "Bob"},
{2, "Charlie", 30},
},
},
want: []map[string]any{
{"id": 1, "name": "Bob", "age": nil},
{"id": 2, "name": "Charlie", "age": 30},
},
},
{
name: "all null row",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
nil,
},
},
want: []map[string]any{
{},
},
},
{
name: "empty columns",
result: esqlResult{
Columns: []esqlColumn{},
Values: [][]any{
{},
{},
},
},
want: []map[string]any{
{},
{},
},
},
{
name: "more values than columns",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
},
Values: [][]any{
{1, "extra"},
},
},
want: []map[string]any{
{"id": 1},
},
},
{
name: "no columns but with values",
result: esqlResult{
Columns: []esqlColumn{},
Values: [][]any{
{1, "data"},
},
},
want: []map[string]any{
{},
},
},
}
for _, tt := range tests {
t1.Run(tt.name, func(t1 *testing.T) {
t := Tool{}
if got := t.esqlToMap(tt.result); !reflect.DeepEqual(got, tt.want) {
t1.Errorf("esqlToMap() = %v, want %v", got, tt.want)
}
})
}
}

View File

@@ -44,6 +44,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
FirebirdDB() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -106,49 +107,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("error getting logger: %s", err)
}
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, sql))
rows, err := source.FirebirdDB().QueryContext(ctx, sql)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
cols, err := rows.Columns()
var out []any
if err == nil && len(cols) > 0 {
values := make([]any, len(cols))
scanArgs := make([]any, len(values))
for i := range values {
scanArgs[i] = &values[i]
}
for rows.Next() {
err = rows.Scan(scanArgs...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, colName := range cols {
if b, ok := values[i].([]byte); ok {
vMap[colName] = string(b)
} else {
vMap[colName] = values[i]
}
}
out = append(out, vMap)
}
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("error iterating rows: %w", err)
}
// In most cases, DML/DDL statements like INSERT, UPDATE, CREATE, etc. might return no rows
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return out, nil
return source.RunSQL(ctx, sql, nil)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

View File

@@ -44,6 +44,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
FirebirdDB() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -125,51 +126,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
namedArgs = append(namedArgs, value)
}
}
rows, err := source.FirebirdDB().QueryContext(ctx, statement, namedArgs...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
cols, err := rows.Columns()
if err != nil {
return nil, fmt.Errorf("unable to get columns: %w", err)
}
values := make([]any, len(cols))
scanArgs := make([]any, len(values))
for i := range values {
scanArgs[i] = &values[i]
}
var out []any
for rows.Next() {
err = rows.Scan(scanArgs...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, col := range cols {
if b, ok := values[i].([]byte); ok {
vMap[col] = string(b)
} else {
vMap[col] = values[i]
}
}
out = append(out, vMap)
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("error iterating rows: %w", err)
}
// In most cases, DML/DDL statements like INSERT, UPDATE, CREATE, etc. might return no rows
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return out, nil
return source.RunSQL(ctx, statement, namedArgs)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {