mirror of
https://github.com/googleapis/genai-toolbox.git
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The `ParseParams` Tool interface is only passing the tool's parameter into a generic `parameters.ParseParams()` helper. Instead of keeping it as a tool interface, we add a `GetParameters()` method (https://github.com/googleapis/genai-toolbox/pull/2374) to the tool interface and call it directly from the API handlers. This way we keep the parameter parsing logic independent from the tools.
238 lines
8.2 KiB
Go
238 lines
8.2 KiB
Go
// Copyright 2025 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package postgreslistdatabasestats
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import (
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"context"
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"fmt"
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yaml "github.com/goccy/go-yaml"
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"github.com/googleapis/genai-toolbox/internal/embeddingmodels"
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"github.com/googleapis/genai-toolbox/internal/sources"
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"github.com/googleapis/genai-toolbox/internal/tools"
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"github.com/googleapis/genai-toolbox/internal/util/parameters"
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"github.com/jackc/pgx/v5/pgxpool"
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)
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const resourceType string = "postgres-list-database-stats"
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// SQL query to list database statistics
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const listDatabaseStats = `
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WITH database_stats AS (
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SELECT
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s.datname AS database_name,
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-- Database Metadata
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d.datallowconn AS is_connectable,
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pg_get_userbyid(d.datdba) AS database_owner,
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ts.spcname AS default_tablespace,
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-- Cache Performance
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CASE
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WHEN (s.blks_hit + s.blks_read) = 0 THEN 0
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ELSE round((s.blks_hit * 100.0) / (s.blks_hit + s.blks_read), 2)
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END AS cache_hit_ratio_percent,
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s.blks_read AS blocks_read_from_disk,
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s.blks_hit AS blocks_hit_in_cache,
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-- Transaction Throughput
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s.xact_commit,
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s.xact_rollback,
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round(s.xact_rollback * 100.0 / (s.xact_commit + s.xact_rollback + 1), 2) AS rollback_ratio_percent,
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-- Tuple Activity
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s.tup_returned AS rows_returned_by_queries,
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s.tup_fetched AS rows_fetched_by_scans,
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s.tup_inserted,
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s.tup_updated,
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s.tup_deleted,
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-- Temporary File Usage
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s.temp_files,
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s.temp_bytes AS temp_size_bytes,
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-- Conflicts & Deadlocks
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s.conflicts,
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s.deadlocks,
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-- General Info
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s.numbackends AS active_connections,
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s.stats_reset AS statistics_last_reset,
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pg_database_size(s.datid) AS database_size_bytes
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FROM
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pg_stat_database s
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JOIN
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pg_database d ON d.oid = s.datid
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JOIN
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pg_tablespace ts ON ts.oid = d.dattablespace
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WHERE
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-- Exclude cloudsql internal databases
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s.datname NOT IN ('cloudsqladmin')
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-- Exclude template databases if not requested
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AND ( $2::boolean IS TRUE OR d.datistemplate IS FALSE )
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)
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SELECT *
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FROM database_stats
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WHERE
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($1::text IS NULL OR database_name LIKE '%' || $1::text || '%')
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AND ($3::text IS NULL OR database_owner LIKE '%' || $3::text || '%')
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AND ($4::text IS NULL OR default_tablespace LIKE '%' || $4::text || '%')
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ORDER BY
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CASE WHEN $5::text = 'size' THEN database_size_bytes END DESC,
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CASE WHEN $5::text = 'commit' THEN xact_commit END DESC,
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database_name
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LIMIT COALESCE($6::int, 10);
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`
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func init() {
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if !tools.Register(resourceType, newConfig) {
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panic(fmt.Sprintf("tool type %q already registered", resourceType))
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}
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}
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func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
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actual := Config{Name: name}
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if err := decoder.DecodeContext(ctx, &actual); err != nil {
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return nil, err
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}
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return actual, nil
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}
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type compatibleSource interface {
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PostgresPool() *pgxpool.Pool
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RunSQL(context.Context, string, []any) (any, error)
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}
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type Config struct {
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Name string `yaml:"name" validate:"required"`
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Type string `yaml:"type" validate:"required"`
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Source string `yaml:"source" validate:"required"`
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Description string `yaml:"description"`
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AuthRequired []string `yaml:"authRequired"`
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}
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// validate interface
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var _ tools.ToolConfig = Config{}
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func (cfg Config) ToolConfigType() string {
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return resourceType
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}
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func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
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allParameters := parameters.Parameters{
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parameters.NewStringParameterWithDefault("database_name", "", "Optional: A specific database name pattern to search for."),
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parameters.NewBooleanParameterWithDefault("include_templates", false, "Optional: Whether to include template databases in the results."),
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parameters.NewStringParameterWithDefault("database_owner", "", "Optional: A specific database owner name pattern to search for."),
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parameters.NewStringParameterWithDefault("default_tablespace", "", "Optional: A specific default tablespace name pattern to search for."),
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parameters.NewStringParameterWithDefault("order_by", "", "Optional: The field to order the results by. Valid values are 'size' and 'commit'."),
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parameters.NewIntParameterWithDefault("limit", 10, "Optional: The maximum number of rows to return."),
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}
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description := cfg.Description
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if description == "" {
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description =
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"Lists the key performance and activity statistics for each PostgreSQL database" +
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"in the instance, offering insights into cache efficiency, transaction throughput" +
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"row-level activity, temporary file " +
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"usage, and contention. " +
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"It returns: the database name, whether the database is connectable, " +
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"database owner, default tablespace name, the percentage of data blocks " +
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"found in the buffer cache rather than being read from disk (a higher " +
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"value indicates better cache performance), the total number of disk " +
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"blocks read from disk, the total number of times disk blocks were found " +
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"already in the cache; the total number of committed transactions, the " +
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"total number of rolled back transactions, the percentage of rolled back " +
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"transactions compared to the total number of completed transactions, the " +
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"total number of rows returned by queries, the total number of live rows " +
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"fetched by scans, the total number of rows inserted, the total number " +
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"of rows updated, the total number of rows deleted, the number of " +
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"temporary files created by queries, the total size of all temporary " +
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"files created by queries in bytes, the number of query cancellations due " +
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"to conflicts with recovery, the number of deadlocks detected, the current " +
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"number of active connections to the database, the timestamp of the " +
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"last statistics reset, and total database size in bytes."
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}
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mcpManifest := tools.GetMcpManifest(cfg.Name, description, cfg.AuthRequired, allParameters, nil)
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// finish tool setup
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return Tool{
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Config: cfg,
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allParams: allParameters,
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manifest: tools.Manifest{
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Description: cfg.Description,
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Parameters: allParameters.Manifest(),
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AuthRequired: cfg.AuthRequired,
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},
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mcpManifest: mcpManifest,
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}, nil
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}
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// validate interface
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var _ tools.Tool = Tool{}
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type Tool struct {
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Config
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allParams parameters.Parameters `yaml:"allParams"`
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manifest tools.Manifest
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mcpManifest tools.McpManifest
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}
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func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
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source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Type)
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if err != nil {
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return nil, err
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}
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paramsMap := params.AsMap()
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newParams, err := parameters.GetParams(t.allParams, paramsMap)
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if err != nil {
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return nil, fmt.Errorf("unable to extract standard params %w", err)
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}
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sliceParams := newParams.AsSlice()
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return source.RunSQL(ctx, listDatabaseStats, sliceParams)
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}
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func (t Tool) EmbedParams(ctx context.Context, paramValues parameters.ParamValues, embeddingModelsMap map[string]embeddingmodels.EmbeddingModel) (parameters.ParamValues, error) {
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return parameters.EmbedParams(ctx, t.allParams, paramValues, embeddingModelsMap, nil)
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}
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func (t Tool) Manifest() tools.Manifest {
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return t.manifest
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}
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func (t Tool) McpManifest() tools.McpManifest {
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return t.mcpManifest
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}
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func (t Tool) Authorized(verifiedAuthServices []string) bool {
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return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
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}
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func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
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return false, nil
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}
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func (t Tool) ToConfig() tools.ToolConfig {
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return t.Config
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}
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func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
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return "Authorization", nil
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}
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func (t Tool) GetParameters() parameters.Parameters {
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return t.allParams
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}
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