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MCP Toolbox for Databases

by googleapis
Apache 2.0
11,037
  • Linux
redis.go6.29 kB
// Copyright 2025 Google LLC // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. package redis import ( "context" "fmt" yaml "github.com/goccy/go-yaml" "github.com/googleapis/genai-toolbox/internal/sources" redissrc "github.com/googleapis/genai-toolbox/internal/sources/redis" "github.com/googleapis/genai-toolbox/internal/tools" jsoniter "github.com/json-iterator/go" "github.com/redis/go-redis/v9" ) const kind string = "redis" func init() { if !tools.Register(kind, newConfig) { panic(fmt.Sprintf("tool kind %q already registered", kind)) } } func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) { actual := Config{Name: name} if err := decoder.DecodeContext(ctx, &actual); err != nil { return nil, err } return actual, nil } type compatibleSource interface { RedisClient() redissrc.RedisClient } // validate compatible sources are still compatible var _ compatibleSource = &redissrc.Source{} var compatibleSources = [...]string{redissrc.SourceKind} type Config struct { Name string `yaml:"name" validate:"required"` Kind string `yaml:"kind" validate:"required"` Source string `yaml:"source" validate:"required"` Description string `yaml:"description" validate:"required"` Commands [][]string `yaml:"commands" validate:"required"` AuthRequired []string `yaml:"authRequired"` Parameters tools.Parameters `yaml:"parameters"` } // validate interface var _ tools.ToolConfig = Config{} func (cfg Config) ToolConfigKind() string { return kind } func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) { // verify source exists rawS, ok := srcs[cfg.Source] if !ok { return nil, fmt.Errorf("no source named %q configured", cfg.Source) } // verify the source is compatible s, ok := rawS.(compatibleSource) if !ok { return nil, fmt.Errorf("invalid source for %q tool: source kind must be one of %q", kind, compatibleSources) } mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, cfg.Parameters) // finish tool setup t := Tool{ Name: cfg.Name, Kind: kind, Parameters: cfg.Parameters, Commands: cfg.Commands, AuthRequired: cfg.AuthRequired, Client: s.RedisClient(), manifest: tools.Manifest{Description: cfg.Description, Parameters: cfg.Parameters.Manifest(), AuthRequired: cfg.AuthRequired}, mcpManifest: mcpManifest, } return t, nil } // validate interface var _ tools.Tool = Tool{} type Tool struct { Name string `yaml:"name"` Kind string `yaml:"kind"` AuthRequired []string `yaml:"authRequired"` Parameters tools.Parameters `yaml:"parameters"` Client redissrc.RedisClient Commands [][]string manifest tools.Manifest mcpManifest tools.McpManifest } func (t Tool) Invoke(ctx context.Context, params tools.ParamValues, accessToken tools.AccessToken) (any, error) { cmds, err := replaceCommandsParams(t.Commands, t.Parameters, params) if err != nil { return nil, fmt.Errorf("error replacing commands' parameters: %s", err) } // Execute commands responses := make([]*redis.Cmd, len(cmds)) for i, cmd := range cmds { responses[i] = t.Client.Do(ctx, cmd...) } // Parse responses out := make([]any, len(t.Commands)) for i, resp := range responses { if err := resp.Err(); err != nil { // Add error from each command to `errSum` errString := fmt.Sprintf("error from executing command at index %d: %s", i, err) out[i] = errString continue } val, err := resp.Result() if err != nil { return nil, fmt.Errorf("error getting result: %s", err) } // If result is a map, convert map[any]any to map[string]any // Because the Go's built-in json/encoding marshalling doesn't support // map[any]any as an input var strMap map[string]any var json = jsoniter.ConfigCompatibleWithStandardLibrary mapStr, err := json.Marshal(val) if err != nil { return nil, fmt.Errorf("error marshalling result: %s", err) } err = json.Unmarshal(mapStr, &strMap) if err != nil { // result is not a map out[i] = val continue } out[i] = strMap } return out, nil } func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (tools.ParamValues, error) { return tools.ParseParams(t.Parameters, data, claims) } func (t Tool) Manifest() tools.Manifest { return t.manifest } func (t Tool) McpManifest() tools.McpManifest { return t.mcpManifest } func (t Tool) Authorized(verifiedAuthServices []string) bool { return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices) } func (t Tool) RequiresClientAuthorization() bool { return false } // replaceCommandsParams is a helper function to replace parameters in the commands func replaceCommandsParams(commands [][]string, params tools.Parameters, paramValues tools.ParamValues) ([][]any, error) { paramMap := paramValues.AsMapWithDollarPrefix() typeMap := make(map[string]string, len(params)) for _, p := range params { placeholder := "$" + p.GetName() typeMap[placeholder] = p.GetType() } newCommands := make([][]any, len(commands)) for i, cmd := range commands { newCmd := make([]any, 0) for _, part := range cmd { v, ok := paramMap[part] if !ok { // Command part is not a Parameter placeholder newCmd = append(newCmd, part) continue } if typeMap[part] == "array" { for _, item := range v.([]any) { // Nested arrays will only be expanded once // e.g., [A, [B, C]] --> ["A", "[B C]"] newCmd = append(newCmd, fmt.Sprintf("%s", item)) } continue } newCmd = append(newCmd, fmt.Sprintf("%s", v)) } newCommands[i] = newCmd } return newCommands, nil }

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