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# Directory Structure
```
├── .ci
│ ├── continuous.release.cloudbuild.yaml
│ ├── generate_release_table.sh
│ ├── integration.cloudbuild.yaml
│ ├── quickstart_test
│ │ ├── go.integration.cloudbuild.yaml
│ │ ├── js.integration.cloudbuild.yaml
│ │ ├── py.integration.cloudbuild.yaml
│ │ ├── run_go_tests.sh
│ │ ├── run_js_tests.sh
│ │ ├── run_py_tests.sh
│ │ └── setup_hotels_sample.sql
│ ├── test_with_coverage.sh
│ └── versioned.release.cloudbuild.yaml
├── .github
│ ├── auto-label.yaml
│ ├── blunderbuss.yml
│ ├── CODEOWNERS
│ ├── header-checker-lint.yml
│ ├── ISSUE_TEMPLATE
│ │ ├── bug_report.yml
│ │ ├── config.yml
│ │ ├── feature_request.yml
│ │ └── question.yml
│ ├── label-sync.yml
│ ├── labels.yaml
│ ├── PULL_REQUEST_TEMPLATE.md
│ ├── release-please.yml
│ ├── renovate.json5
│ ├── sync-repo-settings.yaml
│ └── workflows
│ ├── cloud_build_failure_reporter.yml
│ ├── deploy_dev_docs.yaml
│ ├── deploy_previous_version_docs.yaml
│ ├── deploy_versioned_docs.yaml
│ ├── docs_deploy.yaml
│ ├── docs_preview_clean.yaml
│ ├── docs_preview_deploy.yaml
│ ├── lint.yaml
│ ├── schedule_reporter.yml
│ ├── sync-labels.yaml
│ └── tests.yaml
├── .gitignore
├── .gitmodules
├── .golangci.yaml
├── .hugo
│ ├── archetypes
│ │ └── default.md
│ ├── assets
│ │ ├── icons
│ │ │ └── logo.svg
│ │ └── scss
│ │ ├── _styles_project.scss
│ │ └── _variables_project.scss
│ ├── go.mod
│ ├── go.sum
│ ├── hugo.toml
│ ├── layouts
│ │ ├── _default
│ │ │ └── home.releases.releases
│ │ ├── index.llms-full.txt
│ │ ├── index.llms.txt
│ │ ├── partials
│ │ │ ├── hooks
│ │ │ │ └── head-end.html
│ │ │ ├── navbar-version-selector.html
│ │ │ ├── page-meta-links.html
│ │ │ └── td
│ │ │ └── render-heading.html
│ │ ├── robot.txt
│ │ └── shortcodes
│ │ ├── include.html
│ │ ├── ipynb.html
│ │ └── regionInclude.html
│ ├── package-lock.json
│ ├── package.json
│ └── static
│ ├── favicons
│ │ ├── android-chrome-192x192.png
│ │ ├── android-chrome-512x512.png
│ │ ├── apple-touch-icon.png
│ │ ├── favicon-16x16.png
│ │ ├── favicon-32x32.png
│ │ └── favicon.ico
│ └── js
│ └── w3.js
├── CHANGELOG.md
├── cmd
│ ├── options_test.go
│ ├── options.go
│ ├── root_test.go
│ ├── root.go
│ └── version.txt
├── CODE_OF_CONDUCT.md
├── CONTRIBUTING.md
├── DEVELOPER.md
├── Dockerfile
├── docs
│ └── en
│ ├── _index.md
│ ├── about
│ │ ├── _index.md
│ │ └── faq.md
│ ├── concepts
│ │ ├── _index.md
│ │ └── telemetry
│ │ ├── index.md
│ │ ├── telemetry_flow.png
│ │ └── telemetry_traces.png
│ ├── getting-started
│ │ ├── _index.md
│ │ ├── colab_quickstart.ipynb
│ │ ├── configure.md
│ │ ├── introduction
│ │ │ ├── _index.md
│ │ │ └── architecture.png
│ │ ├── local_quickstart_go.md
│ │ ├── local_quickstart_js.md
│ │ ├── local_quickstart.md
│ │ ├── mcp_quickstart
│ │ │ ├── _index.md
│ │ │ ├── inspector_tools.png
│ │ │ └── inspector.png
│ │ └── quickstart
│ │ ├── go
│ │ │ ├── genAI
│ │ │ │ ├── go.mod
│ │ │ │ ├── go.sum
│ │ │ │ └── quickstart.go
│ │ │ ├── genkit
│ │ │ │ ├── go.mod
│ │ │ │ ├── go.sum
│ │ │ │ └── quickstart.go
│ │ │ ├── langchain
│ │ │ │ ├── go.mod
│ │ │ │ ├── go.sum
│ │ │ │ └── quickstart.go
│ │ │ ├── openAI
│ │ │ │ ├── go.mod
│ │ │ │ ├── go.sum
│ │ │ │ └── quickstart.go
│ │ │ └── quickstart_test.go
│ │ ├── golden.txt
│ │ ├── js
│ │ │ ├── genAI
│ │ │ │ ├── package-lock.json
│ │ │ │ ├── package.json
│ │ │ │ └── quickstart.js
│ │ │ ├── genkit
│ │ │ │ ├── package-lock.json
│ │ │ │ ├── package.json
│ │ │ │ └── quickstart.js
│ │ │ ├── langchain
│ │ │ │ ├── package-lock.json
│ │ │ │ ├── package.json
│ │ │ │ └── quickstart.js
│ │ │ ├── llamaindex
│ │ │ │ ├── package-lock.json
│ │ │ │ ├── package.json
│ │ │ │ └── quickstart.js
│ │ │ └── quickstart.test.js
│ │ ├── python
│ │ │ ├── __init__.py
│ │ │ ├── adk
│ │ │ │ ├── quickstart.py
│ │ │ │ └── requirements.txt
│ │ │ ├── core
│ │ │ │ ├── quickstart.py
│ │ │ │ └── requirements.txt
│ │ │ ├── langchain
│ │ │ │ ├── quickstart.py
│ │ │ │ └── requirements.txt
│ │ │ ├── llamaindex
│ │ │ │ ├── quickstart.py
│ │ │ │ └── requirements.txt
│ │ │ └── quickstart_test.py
│ │ └── shared
│ │ ├── cloud_setup.md
│ │ ├── configure_toolbox.md
│ │ └── database_setup.md
│ ├── how-to
│ │ ├── _index.md
│ │ ├── connect_via_geminicli.md
│ │ ├── connect_via_mcp.md
│ │ ├── connect-ide
│ │ │ ├── _index.md
│ │ │ ├── alloydb_pg_admin_mcp.md
│ │ │ ├── alloydb_pg_mcp.md
│ │ │ ├── bigquery_mcp.md
│ │ │ ├── cloud_sql_mssql_admin_mcp.md
│ │ │ ├── cloud_sql_mssql_mcp.md
│ │ │ ├── cloud_sql_mysql_admin_mcp.md
│ │ │ ├── cloud_sql_mysql_mcp.md
│ │ │ ├── cloud_sql_pg_admin_mcp.md
│ │ │ ├── cloud_sql_pg_mcp.md
│ │ │ ├── firestore_mcp.md
│ │ │ ├── looker_mcp.md
│ │ │ ├── mssql_mcp.md
│ │ │ ├── mysql_mcp.md
│ │ │ ├── neo4j_mcp.md
│ │ │ ├── postgres_mcp.md
│ │ │ ├── spanner_mcp.md
│ │ │ └── sqlite_mcp.md
│ │ ├── deploy_docker.md
│ │ ├── deploy_gke.md
│ │ ├── deploy_toolbox.md
│ │ ├── export_telemetry.md
│ │ └── toolbox-ui
│ │ ├── edit-headers.gif
│ │ ├── edit-headers.png
│ │ ├── index.md
│ │ ├── optional-param-checked.png
│ │ ├── optional-param-unchecked.png
│ │ ├── run-tool.gif
│ │ ├── tools.png
│ │ └── toolsets.png
│ ├── reference
│ │ ├── _index.md
│ │ ├── cli.md
│ │ └── prebuilt-tools.md
│ ├── resources
│ │ ├── _index.md
│ │ ├── authServices
│ │ │ ├── _index.md
│ │ │ └── google.md
│ │ ├── sources
│ │ │ ├── _index.md
│ │ │ ├── alloydb-admin.md
│ │ │ ├── alloydb-pg.md
│ │ │ ├── bigquery.md
│ │ │ ├── bigtable.md
│ │ │ ├── cassandra.md
│ │ │ ├── clickhouse.md
│ │ │ ├── cloud-monitoring.md
│ │ │ ├── cloud-sql-admin.md
│ │ │ ├── cloud-sql-mssql.md
│ │ │ ├── cloud-sql-mysql.md
│ │ │ ├── cloud-sql-pg.md
│ │ │ ├── couchbase.md
│ │ │ ├── dataplex.md
│ │ │ ├── dgraph.md
│ │ │ ├── firebird.md
│ │ │ ├── firestore.md
│ │ │ ├── http.md
│ │ │ ├── looker.md
│ │ │ ├── mindsdb.md
│ │ │ ├── mongodb.md
│ │ │ ├── mssql.md
│ │ │ ├── mysql.md
│ │ │ ├── neo4j.md
│ │ │ ├── oceanbase.md
│ │ │ ├── oracle.md
│ │ │ ├── postgres.md
│ │ │ ├── redis.md
│ │ │ ├── serverless-spark.md
│ │ │ ├── spanner.md
│ │ │ ├── sqlite.md
│ │ │ ├── tidb.md
│ │ │ ├── trino.md
│ │ │ ├── valkey.md
│ │ │ └── yugabytedb.md
│ │ └── tools
│ │ ├── _index.md
│ │ ├── alloydb
│ │ │ ├── _index.md
│ │ │ ├── alloydb-create-cluster.md
│ │ │ ├── alloydb-create-instance.md
│ │ │ ├── alloydb-create-user.md
│ │ │ ├── alloydb-get-cluster.md
│ │ │ ├── alloydb-get-instance.md
│ │ │ ├── alloydb-get-user.md
│ │ │ ├── alloydb-list-clusters.md
│ │ │ ├── alloydb-list-instances.md
│ │ │ ├── alloydb-list-users.md
│ │ │ └── alloydb-wait-for-operation.md
│ │ ├── alloydbainl
│ │ │ ├── _index.md
│ │ │ └── alloydb-ai-nl.md
│ │ ├── bigquery
│ │ │ ├── _index.md
│ │ │ ├── bigquery-analyze-contribution.md
│ │ │ ├── bigquery-conversational-analytics.md
│ │ │ ├── bigquery-execute-sql.md
│ │ │ ├── bigquery-forecast.md
│ │ │ ├── bigquery-get-dataset-info.md
│ │ │ ├── bigquery-get-table-info.md
│ │ │ ├── bigquery-list-dataset-ids.md
│ │ │ ├── bigquery-list-table-ids.md
│ │ │ ├── bigquery-search-catalog.md
│ │ │ └── bigquery-sql.md
│ │ ├── bigtable
│ │ │ ├── _index.md
│ │ │ └── bigtable-sql.md
│ │ ├── cassandra
│ │ │ ├── _index.md
│ │ │ └── cassandra-cql.md
│ │ ├── clickhouse
│ │ │ ├── _index.md
│ │ │ ├── clickhouse-execute-sql.md
│ │ │ ├── clickhouse-list-databases.md
│ │ │ ├── clickhouse-list-tables.md
│ │ │ └── clickhouse-sql.md
│ │ ├── cloudmonitoring
│ │ │ ├── _index.md
│ │ │ └── cloud-monitoring-query-prometheus.md
│ │ ├── cloudsql
│ │ │ ├── _index.md
│ │ │ ├── cloudsqlcreatedatabase.md
│ │ │ ├── cloudsqlcreateusers.md
│ │ │ ├── cloudsqlgetinstances.md
│ │ │ ├── cloudsqllistdatabases.md
│ │ │ ├── cloudsqllistinstances.md
│ │ │ ├── cloudsqlmssqlcreateinstance.md
│ │ │ ├── cloudsqlmysqlcreateinstance.md
│ │ │ ├── cloudsqlpgcreateinstances.md
│ │ │ └── cloudsqlwaitforoperation.md
│ │ ├── couchbase
│ │ │ ├── _index.md
│ │ │ └── couchbase-sql.md
│ │ ├── dataform
│ │ │ ├── _index.md
│ │ │ └── dataform-compile-local.md
│ │ ├── dataplex
│ │ │ ├── _index.md
│ │ │ ├── dataplex-lookup-entry.md
│ │ │ ├── dataplex-search-aspect-types.md
│ │ │ └── dataplex-search-entries.md
│ │ ├── dgraph
│ │ │ ├── _index.md
│ │ │ └── dgraph-dql.md
│ │ ├── firebird
│ │ │ ├── _index.md
│ │ │ ├── firebird-execute-sql.md
│ │ │ └── firebird-sql.md
│ │ ├── firestore
│ │ │ ├── _index.md
│ │ │ ├── firestore-add-documents.md
│ │ │ ├── firestore-delete-documents.md
│ │ │ ├── firestore-get-documents.md
│ │ │ ├── firestore-get-rules.md
│ │ │ ├── firestore-list-collections.md
│ │ │ ├── firestore-query-collection.md
│ │ │ ├── firestore-query.md
│ │ │ ├── firestore-update-document.md
│ │ │ └── firestore-validate-rules.md
│ │ ├── http
│ │ │ ├── _index.md
│ │ │ └── http.md
│ │ ├── looker
│ │ │ ├── _index.md
│ │ │ ├── looker-add-dashboard-element.md
│ │ │ ├── looker-conversational-analytics.md
│ │ │ ├── looker-create-project-file.md
│ │ │ ├── looker-delete-project-file.md
│ │ │ ├── looker-dev-mode.md
│ │ │ ├── looker-get-connection-databases.md
│ │ │ ├── looker-get-connection-schemas.md
│ │ │ ├── looker-get-connection-table-columns.md
│ │ │ ├── looker-get-connection-tables.md
│ │ │ ├── looker-get-connections.md
│ │ │ ├── looker-get-dashboards.md
│ │ │ ├── looker-get-dimensions.md
│ │ │ ├── looker-get-explores.md
│ │ │ ├── looker-get-filters.md
│ │ │ ├── looker-get-looks.md
│ │ │ ├── looker-get-measures.md
│ │ │ ├── looker-get-models.md
│ │ │ ├── looker-get-parameters.md
│ │ │ ├── looker-get-project-file.md
│ │ │ ├── looker-get-project-files.md
│ │ │ ├── looker-get-projects.md
│ │ │ ├── looker-health-analyze.md
│ │ │ ├── looker-health-pulse.md
│ │ │ ├── looker-health-vacuum.md
│ │ │ ├── looker-make-dashboard.md
│ │ │ ├── looker-make-look.md
│ │ │ ├── looker-query-sql.md
│ │ │ ├── looker-query-url.md
│ │ │ ├── looker-query.md
│ │ │ ├── looker-run-look.md
│ │ │ └── looker-update-project-file.md
│ │ ├── mindsdb
│ │ │ ├── _index.md
│ │ │ ├── mindsdb-execute-sql.md
│ │ │ └── mindsdb-sql.md
│ │ ├── mongodb
│ │ │ ├── _index.md
│ │ │ ├── mongodb-aggregate.md
│ │ │ ├── mongodb-delete-many.md
│ │ │ ├── mongodb-delete-one.md
│ │ │ ├── mongodb-find-one.md
│ │ │ ├── mongodb-find.md
│ │ │ ├── mongodb-insert-many.md
│ │ │ ├── mongodb-insert-one.md
│ │ │ ├── mongodb-update-many.md
│ │ │ └── mongodb-update-one.md
│ │ ├── mssql
│ │ │ ├── _index.md
│ │ │ ├── mssql-execute-sql.md
│ │ │ ├── mssql-list-tables.md
│ │ │ └── mssql-sql.md
│ │ ├── mysql
│ │ │ ├── _index.md
│ │ │ ├── mysql-execute-sql.md
│ │ │ ├── mysql-list-active-queries.md
│ │ │ ├── mysql-list-table-fragmentation.md
│ │ │ ├── mysql-list-tables-missing-unique-indexes.md
│ │ │ ├── mysql-list-tables.md
│ │ │ └── mysql-sql.md
│ │ ├── neo4j
│ │ │ ├── _index.md
│ │ │ ├── neo4j-cypher.md
│ │ │ ├── neo4j-execute-cypher.md
│ │ │ └── neo4j-schema.md
│ │ ├── oceanbase
│ │ │ ├── _index.md
│ │ │ ├── oceanbase-execute-sql.md
│ │ │ └── oceanbase-sql.md
│ │ ├── oracle
│ │ │ ├── _index.md
│ │ │ ├── oracle-execute-sql.md
│ │ │ └── oracle-sql.md
│ │ ├── postgres
│ │ │ ├── _index.md
│ │ │ ├── postgres-execute-sql.md
│ │ │ ├── postgres-list-active-queries.md
│ │ │ ├── postgres-list-available-extensions.md
│ │ │ ├── postgres-list-installed-extensions.md
│ │ │ ├── postgres-list-tables.md
│ │ │ ├── postgres-list-views.md
│ │ │ └── postgres-sql.md
│ │ ├── redis
│ │ │ ├── _index.md
│ │ │ └── redis.md
│ │ ├── serverless-spark
│ │ │ ├── _index.md
│ │ │ ├── serverless-spark-cancel-batch.md
│ │ │ ├── serverless-spark-get-batch.md
│ │ │ └── serverless-spark-list-batches.md
│ │ ├── spanner
│ │ │ ├── _index.md
│ │ │ ├── spanner-execute-sql.md
│ │ │ ├── spanner-list-tables.md
│ │ │ └── spanner-sql.md
│ │ ├── sqlite
│ │ │ ├── _index.md
│ │ │ ├── sqlite-execute-sql.md
│ │ │ └── sqlite-sql.md
│ │ ├── tidb
│ │ │ ├── _index.md
│ │ │ ├── tidb-execute-sql.md
│ │ │ └── tidb-sql.md
│ │ ├── trino
│ │ │ ├── _index.md
│ │ │ ├── trino-execute-sql.md
│ │ │ └── trino-sql.md
│ │ ├── utility
│ │ │ ├── _index.md
│ │ │ └── wait.md
│ │ ├── valkey
│ │ │ ├── _index.md
│ │ │ └── valkey.md
│ │ └── yuagbytedb
│ │ ├── _index.md
│ │ └── yugabytedb-sql.md
│ ├── samples
│ │ ├── _index.md
│ │ ├── alloydb
│ │ │ ├── _index.md
│ │ │ ├── ai-nl
│ │ │ │ ├── alloydb_ai_nl.ipynb
│ │ │ │ └── index.md
│ │ │ └── mcp_quickstart.md
│ │ ├── bigquery
│ │ │ ├── _index.md
│ │ │ ├── colab_quickstart_bigquery.ipynb
│ │ │ ├── local_quickstart.md
│ │ │ └── mcp_quickstart
│ │ │ ├── _index.md
│ │ │ ├── inspector_tools.png
│ │ │ └── inspector.png
│ │ └── looker
│ │ ├── _index.md
│ │ ├── looker_gemini_oauth
│ │ │ ├── _index.md
│ │ │ ├── authenticated.png
│ │ │ ├── authorize.png
│ │ │ └── registration.png
│ │ ├── looker_gemini.md
│ │ └── looker_mcp_inspector
│ │ ├── _index.md
│ │ ├── inspector_tools.png
│ │ └── inspector.png
│ └── sdks
│ ├── _index.md
│ ├── go-sdk.md
│ ├── js-sdk.md
│ └── python-sdk.md
├── gemini-extension.json
├── go.mod
├── go.sum
├── internal
│ ├── auth
│ │ ├── auth.go
│ │ └── google
│ │ └── google.go
│ ├── log
│ │ ├── handler.go
│ │ ├── log_test.go
│ │ ├── log.go
│ │ └── logger.go
│ ├── prebuiltconfigs
│ │ ├── prebuiltconfigs_test.go
│ │ ├── prebuiltconfigs.go
│ │ └── tools
│ │ ├── alloydb-postgres-admin.yaml
│ │ ├── alloydb-postgres-observability.yaml
│ │ ├── alloydb-postgres.yaml
│ │ ├── bigquery.yaml
│ │ ├── clickhouse.yaml
│ │ ├── cloud-sql-mssql-admin.yaml
│ │ ├── cloud-sql-mssql-observability.yaml
│ │ ├── cloud-sql-mssql.yaml
│ │ ├── cloud-sql-mysql-admin.yaml
│ │ ├── cloud-sql-mysql-observability.yaml
│ │ ├── cloud-sql-mysql.yaml
│ │ ├── cloud-sql-postgres-admin.yaml
│ │ ├── cloud-sql-postgres-observability.yaml
│ │ ├── cloud-sql-postgres.yaml
│ │ ├── dataplex.yaml
│ │ ├── firestore.yaml
│ │ ├── looker-conversational-analytics.yaml
│ │ ├── looker.yaml
│ │ ├── mindsdb.yaml
│ │ ├── mssql.yaml
│ │ ├── mysql.yaml
│ │ ├── neo4j.yaml
│ │ ├── oceanbase.yaml
│ │ ├── postgres.yaml
│ │ ├── serverless-spark.yaml
│ │ ├── spanner-postgres.yaml
│ │ ├── spanner.yaml
│ │ └── sqlite.yaml
│ ├── server
│ │ ├── api_test.go
│ │ ├── api.go
│ │ ├── common_test.go
│ │ ├── config.go
│ │ ├── mcp
│ │ │ ├── jsonrpc
│ │ │ │ ├── jsonrpc_test.go
│ │ │ │ └── jsonrpc.go
│ │ │ ├── mcp.go
│ │ │ ├── util
│ │ │ │ └── lifecycle.go
│ │ │ ├── v20241105
│ │ │ │ ├── method.go
│ │ │ │ └── types.go
│ │ │ ├── v20250326
│ │ │ │ ├── method.go
│ │ │ │ └── types.go
│ │ │ └── v20250618
│ │ │ ├── method.go
│ │ │ └── types.go
│ │ ├── mcp_test.go
│ │ ├── mcp.go
│ │ ├── server_test.go
│ │ ├── server.go
│ │ ├── static
│ │ │ ├── assets
│ │ │ │ └── mcptoolboxlogo.png
│ │ │ ├── css
│ │ │ │ └── style.css
│ │ │ ├── index.html
│ │ │ ├── js
│ │ │ │ ├── auth.js
│ │ │ │ ├── loadTools.js
│ │ │ │ ├── mainContent.js
│ │ │ │ ├── navbar.js
│ │ │ │ ├── runTool.js
│ │ │ │ ├── toolDisplay.js
│ │ │ │ ├── tools.js
│ │ │ │ └── toolsets.js
│ │ │ ├── tools.html
│ │ │ └── toolsets.html
│ │ ├── web_test.go
│ │ └── web.go
│ ├── sources
│ │ ├── alloydbadmin
│ │ │ ├── alloydbadmin_test.go
│ │ │ └── alloydbadmin.go
│ │ ├── alloydbpg
│ │ │ ├── alloydb_pg_test.go
│ │ │ └── alloydb_pg.go
│ │ ├── bigquery
│ │ │ ├── bigquery_test.go
│ │ │ ├── bigquery.go
│ │ │ └── cache.go
│ │ ├── bigtable
│ │ │ ├── bigtable_test.go
│ │ │ └── bigtable.go
│ │ ├── cassandra
│ │ │ ├── cassandra_test.go
│ │ │ └── cassandra.go
│ │ ├── clickhouse
│ │ │ ├── clickhouse_test.go
│ │ │ └── clickhouse.go
│ │ ├── cloudmonitoring
│ │ │ ├── cloud_monitoring_test.go
│ │ │ └── cloud_monitoring.go
│ │ ├── cloudsqladmin
│ │ │ ├── cloud_sql_admin_test.go
│ │ │ └── cloud_sql_admin.go
│ │ ├── cloudsqlmssql
│ │ │ ├── cloud_sql_mssql_test.go
│ │ │ └── cloud_sql_mssql.go
│ │ ├── cloudsqlmysql
│ │ │ ├── cloud_sql_mysql_test.go
│ │ │ └── cloud_sql_mysql.go
│ │ ├── cloudsqlpg
│ │ │ ├── cloud_sql_pg_test.go
│ │ │ └── cloud_sql_pg.go
│ │ ├── couchbase
│ │ │ ├── couchbase_test.go
│ │ │ └── couchbase.go
│ │ ├── dataplex
│ │ │ ├── dataplex_test.go
│ │ │ └── dataplex.go
│ │ ├── dgraph
│ │ │ ├── dgraph_test.go
│ │ │ └── dgraph.go
│ │ ├── dialect.go
│ │ ├── firebird
│ │ │ ├── firebird_test.go
│ │ │ └── firebird.go
│ │ ├── firestore
│ │ │ ├── firestore_test.go
│ │ │ └── firestore.go
│ │ ├── http
│ │ │ ├── http_test.go
│ │ │ └── http.go
│ │ ├── ip_type.go
│ │ ├── looker
│ │ │ ├── looker_test.go
│ │ │ └── looker.go
│ │ ├── mindsdb
│ │ │ ├── mysql_test.go
│ │ │ └── mysql.go
│ │ ├── mongodb
│ │ │ ├── mongodb_test.go
│ │ │ └── mongodb.go
│ │ ├── mssql
│ │ │ ├── mssql_test.go
│ │ │ └── mssql.go
│ │ ├── mysql
│ │ │ ├── mysql_test.go
│ │ │ └── mysql.go
│ │ ├── neo4j
│ │ │ ├── neo4j_test.go
│ │ │ └── neo4j.go
│ │ ├── oceanbase
│ │ │ ├── oceanbase_test.go
│ │ │ └── oceanbase.go
│ │ ├── oracle
│ │ │ └── oracle.go
│ │ ├── postgres
│ │ │ ├── postgres_test.go
│ │ │ └── postgres.go
│ │ ├── redis
│ │ │ ├── redis_test.go
│ │ │ └── redis.go
│ │ ├── serverlessspark
│ │ │ ├── serverlessspark_test.go
│ │ │ └── serverlessspark.go
│ │ ├── sources.go
│ │ ├── spanner
│ │ │ ├── spanner_test.go
│ │ │ └── spanner.go
│ │ ├── sqlite
│ │ │ ├── sqlite_test.go
│ │ │ └── sqlite.go
│ │ ├── tidb
│ │ │ ├── tidb_test.go
│ │ │ └── tidb.go
│ │ ├── trino
│ │ │ ├── trino_test.go
│ │ │ └── trino.go
│ │ ├── util.go
│ │ ├── valkey
│ │ │ ├── valkey_test.go
│ │ │ └── valkey.go
│ │ └── yugabytedb
│ │ ├── yugabytedb_test.go
│ │ └── yugabytedb.go
│ ├── telemetry
│ │ ├── instrumentation.go
│ │ └── telemetry.go
│ ├── testutils
│ │ └── testutils.go
│ ├── tools
│ │ ├── alloydb
│ │ │ ├── alloydbcreatecluster
│ │ │ │ ├── alloydbcreatecluster_test.go
│ │ │ │ └── alloydbcreatecluster.go
│ │ │ ├── alloydbcreateinstance
│ │ │ │ ├── alloydbcreateinstance_test.go
│ │ │ │ └── alloydbcreateinstance.go
│ │ │ ├── alloydbcreateuser
│ │ │ │ ├── alloydbcreateuser_test.go
│ │ │ │ └── alloydbcreateuser.go
│ │ │ ├── alloydbgetcluster
│ │ │ │ ├── alloydbgetcluster_test.go
│ │ │ │ └── alloydbgetcluster.go
│ │ │ ├── alloydbgetinstance
│ │ │ │ ├── alloydbgetinstance_test.go
│ │ │ │ └── alloydbgetinstance.go
│ │ │ ├── alloydbgetuser
│ │ │ │ ├── alloydbgetuser_test.go
│ │ │ │ └── alloydbgetuser.go
│ │ │ ├── alloydblistclusters
│ │ │ │ ├── alloydblistclusters_test.go
│ │ │ │ └── alloydblistclusters.go
│ │ │ ├── alloydblistinstances
│ │ │ │ ├── alloydblistinstances_test.go
│ │ │ │ └── alloydblistinstances.go
│ │ │ ├── alloydblistusers
│ │ │ │ ├── alloydblistusers_test.go
│ │ │ │ └── alloydblistusers.go
│ │ │ └── alloydbwaitforoperation
│ │ │ ├── alloydbwaitforoperation_test.go
│ │ │ └── alloydbwaitforoperation.go
│ │ ├── alloydbainl
│ │ │ ├── alloydbainl_test.go
│ │ │ └── alloydbainl.go
│ │ ├── bigquery
│ │ │ ├── bigqueryanalyzecontribution
│ │ │ │ ├── bigqueryanalyzecontribution_test.go
│ │ │ │ └── bigqueryanalyzecontribution.go
│ │ │ ├── bigquerycommon
│ │ │ │ ├── table_name_parser_test.go
│ │ │ │ ├── table_name_parser.go
│ │ │ │ └── util.go
│ │ │ ├── bigqueryconversationalanalytics
│ │ │ │ ├── bigqueryconversationalanalytics_test.go
│ │ │ │ └── bigqueryconversationalanalytics.go
│ │ │ ├── bigqueryexecutesql
│ │ │ │ ├── bigqueryexecutesql_test.go
│ │ │ │ └── bigqueryexecutesql.go
│ │ │ ├── bigqueryforecast
│ │ │ │ ├── bigqueryforecast_test.go
│ │ │ │ └── bigqueryforecast.go
│ │ │ ├── bigquerygetdatasetinfo
│ │ │ │ ├── bigquerygetdatasetinfo_test.go
│ │ │ │ └── bigquerygetdatasetinfo.go
│ │ │ ├── bigquerygettableinfo
│ │ │ │ ├── bigquerygettableinfo_test.go
│ │ │ │ └── bigquerygettableinfo.go
│ │ │ ├── bigquerylistdatasetids
│ │ │ │ ├── bigquerylistdatasetids_test.go
│ │ │ │ └── bigquerylistdatasetids.go
│ │ │ ├── bigquerylisttableids
│ │ │ │ ├── bigquerylisttableids_test.go
│ │ │ │ └── bigquerylisttableids.go
│ │ │ ├── bigquerysearchcatalog
│ │ │ │ ├── bigquerysearchcatalog_test.go
│ │ │ │ └── bigquerysearchcatalog.go
│ │ │ └── bigquerysql
│ │ │ ├── bigquerysql_test.go
│ │ │ └── bigquerysql.go
│ │ ├── bigtable
│ │ │ ├── bigtable_test.go
│ │ │ └── bigtable.go
│ │ ├── cassandra
│ │ │ └── cassandracql
│ │ │ ├── cassandracql_test.go
│ │ │ └── cassandracql.go
│ │ ├── clickhouse
│ │ │ ├── clickhouseexecutesql
│ │ │ │ ├── clickhouseexecutesql_test.go
│ │ │ │ └── clickhouseexecutesql.go
│ │ │ ├── clickhouselistdatabases
│ │ │ │ ├── clickhouselistdatabases_test.go
│ │ │ │ └── clickhouselistdatabases.go
│ │ │ ├── clickhouselisttables
│ │ │ │ ├── clickhouselisttables_test.go
│ │ │ │ └── clickhouselisttables.go
│ │ │ └── clickhousesql
│ │ │ ├── clickhousesql_test.go
│ │ │ └── clickhousesql.go
│ │ ├── cloudmonitoring
│ │ │ ├── cloudmonitoring_test.go
│ │ │ └── cloudmonitoring.go
│ │ ├── cloudsql
│ │ │ ├── cloudsqlcreatedatabase
│ │ │ │ ├── cloudsqlcreatedatabase_test.go
│ │ │ │ └── cloudsqlcreatedatabase.go
│ │ │ ├── cloudsqlcreateusers
│ │ │ │ ├── cloudsqlcreateusers_test.go
│ │ │ │ └── cloudsqlcreateusers.go
│ │ │ ├── cloudsqlgetinstances
│ │ │ │ ├── cloudsqlgetinstances_test.go
│ │ │ │ └── cloudsqlgetinstances.go
│ │ │ ├── cloudsqllistdatabases
│ │ │ │ ├── cloudsqllistdatabases_test.go
│ │ │ │ └── cloudsqllistdatabases.go
│ │ │ ├── cloudsqllistinstances
│ │ │ │ ├── cloudsqllistinstances_test.go
│ │ │ │ └── cloudsqllistinstances.go
│ │ │ └── cloudsqlwaitforoperation
│ │ │ ├── cloudsqlwaitforoperation_test.go
│ │ │ └── cloudsqlwaitforoperation.go
│ │ ├── cloudsqlmssql
│ │ │ └── cloudsqlmssqlcreateinstance
│ │ │ ├── cloudsqlmssqlcreateinstance_test.go
│ │ │ └── cloudsqlmssqlcreateinstance.go
│ │ ├── cloudsqlmysql
│ │ │ └── cloudsqlmysqlcreateinstance
│ │ │ ├── cloudsqlmysqlcreateinstance_test.go
│ │ │ └── cloudsqlmysqlcreateinstance.go
│ │ ├── cloudsqlpg
│ │ │ └── cloudsqlpgcreateinstances
│ │ │ ├── cloudsqlpgcreateinstances_test.go
│ │ │ └── cloudsqlpgcreateinstances.go
│ │ ├── common_test.go
│ │ ├── common.go
│ │ ├── couchbase
│ │ │ ├── couchbase_test.go
│ │ │ └── couchbase.go
│ │ ├── dataform
│ │ │ └── dataformcompilelocal
│ │ │ ├── dataformcompilelocal_test.go
│ │ │ └── dataformcompilelocal.go
│ │ ├── dataplex
│ │ │ ├── dataplexlookupentry
│ │ │ │ ├── dataplexlookupentry_test.go
│ │ │ │ └── dataplexlookupentry.go
│ │ │ ├── dataplexsearchaspecttypes
│ │ │ │ ├── dataplexsearchaspecttypes_test.go
│ │ │ │ └── dataplexsearchaspecttypes.go
│ │ │ └── dataplexsearchentries
│ │ │ ├── dataplexsearchentries_test.go
│ │ │ └── dataplexsearchentries.go
│ │ ├── dgraph
│ │ │ ├── dgraph_test.go
│ │ │ └── dgraph.go
│ │ ├── firebird
│ │ │ ├── firebirdexecutesql
│ │ │ │ ├── firebirdexecutesql_test.go
│ │ │ │ └── firebirdexecutesql.go
│ │ │ └── firebirdsql
│ │ │ ├── firebirdsql_test.go
│ │ │ └── firebirdsql.go
│ │ ├── firestore
│ │ │ ├── firestoreadddocuments
│ │ │ │ ├── firestoreadddocuments_test.go
│ │ │ │ └── firestoreadddocuments.go
│ │ │ ├── firestoredeletedocuments
│ │ │ │ ├── firestoredeletedocuments_test.go
│ │ │ │ └── firestoredeletedocuments.go
│ │ │ ├── firestoregetdocuments
│ │ │ │ ├── firestoregetdocuments_test.go
│ │ │ │ └── firestoregetdocuments.go
│ │ │ ├── firestoregetrules
│ │ │ │ ├── firestoregetrules_test.go
│ │ │ │ └── firestoregetrules.go
│ │ │ ├── firestorelistcollections
│ │ │ │ ├── firestorelistcollections_test.go
│ │ │ │ └── firestorelistcollections.go
│ │ │ ├── firestorequery
│ │ │ │ ├── firestorequery_test.go
│ │ │ │ └── firestorequery.go
│ │ │ ├── firestorequerycollection
│ │ │ │ ├── firestorequerycollection_test.go
│ │ │ │ └── firestorequerycollection.go
│ │ │ ├── firestoreupdatedocument
│ │ │ │ ├── firestoreupdatedocument_test.go
│ │ │ │ └── firestoreupdatedocument.go
│ │ │ ├── firestorevalidaterules
│ │ │ │ ├── firestorevalidaterules_test.go
│ │ │ │ └── firestorevalidaterules.go
│ │ │ └── util
│ │ │ ├── converter_test.go
│ │ │ ├── converter.go
│ │ │ ├── validator_test.go
│ │ │ └── validator.go
│ │ ├── http
│ │ │ ├── http_test.go
│ │ │ └── http.go
│ │ ├── http_method.go
│ │ ├── looker
│ │ │ ├── lookeradddashboardelement
│ │ │ │ ├── lookeradddashboardelement_test.go
│ │ │ │ └── lookeradddashboardelement.go
│ │ │ ├── lookercommon
│ │ │ │ ├── lookercommon_test.go
│ │ │ │ └── lookercommon.go
│ │ │ ├── lookerconversationalanalytics
│ │ │ │ ├── lookerconversationalanalytics_test.go
│ │ │ │ └── lookerconversationalanalytics.go
│ │ │ ├── lookercreateprojectfile
│ │ │ │ ├── lookercreateprojectfile_test.go
│ │ │ │ └── lookercreateprojectfile.go
│ │ │ ├── lookerdeleteprojectfile
│ │ │ │ ├── lookerdeleteprojectfile_test.go
│ │ │ │ └── lookerdeleteprojectfile.go
│ │ │ ├── lookerdevmode
│ │ │ │ ├── lookerdevmode_test.go
│ │ │ │ └── lookerdevmode.go
│ │ │ ├── lookergetconnectiondatabases
│ │ │ │ ├── lookergetconnectiondatabases_test.go
│ │ │ │ └── lookergetconnectiondatabases.go
│ │ │ ├── lookergetconnections
│ │ │ │ ├── lookergetconnections_test.go
│ │ │ │ └── lookergetconnections.go
│ │ │ ├── lookergetconnectionschemas
│ │ │ │ ├── lookergetconnectionschemas_test.go
│ │ │ │ └── lookergetconnectionschemas.go
│ │ │ ├── lookergetconnectiontablecolumns
│ │ │ │ ├── lookergetconnectiontablecolumns_test.go
│ │ │ │ └── lookergetconnectiontablecolumns.go
│ │ │ ├── lookergetconnectiontables
│ │ │ │ ├── lookergetconnectiontables_test.go
│ │ │ │ └── lookergetconnectiontables.go
│ │ │ ├── lookergetdashboards
│ │ │ │ ├── lookergetdashboards_test.go
│ │ │ │ └── lookergetdashboards.go
│ │ │ ├── lookergetdimensions
│ │ │ │ ├── lookergetdimensions_test.go
│ │ │ │ └── lookergetdimensions.go
│ │ │ ├── lookergetexplores
│ │ │ │ ├── lookergetexplores_test.go
│ │ │ │ └── lookergetexplores.go
│ │ │ ├── lookergetfilters
│ │ │ │ ├── lookergetfilters_test.go
│ │ │ │ └── lookergetfilters.go
│ │ │ ├── lookergetlooks
│ │ │ │ ├── lookergetlooks_test.go
│ │ │ │ └── lookergetlooks.go
│ │ │ ├── lookergetmeasures
│ │ │ │ ├── lookergetmeasures_test.go
│ │ │ │ └── lookergetmeasures.go
│ │ │ ├── lookergetmodels
│ │ │ │ ├── lookergetmodels_test.go
│ │ │ │ └── lookergetmodels.go
│ │ │ ├── lookergetparameters
│ │ │ │ ├── lookergetparameters_test.go
│ │ │ │ └── lookergetparameters.go
│ │ │ ├── lookergetprojectfile
│ │ │ │ ├── lookergetprojectfile_test.go
│ │ │ │ └── lookergetprojectfile.go
│ │ │ ├── lookergetprojectfiles
│ │ │ │ ├── lookergetprojectfiles_test.go
│ │ │ │ └── lookergetprojectfiles.go
│ │ │ ├── lookergetprojects
│ │ │ │ ├── lookergetprojects_test.go
│ │ │ │ └── lookergetprojects.go
│ │ │ ├── lookerhealthanalyze
│ │ │ │ ├── lookerhealthanalyze_test.go
│ │ │ │ └── lookerhealthanalyze.go
│ │ │ ├── lookerhealthpulse
│ │ │ │ ├── lookerhealthpulse_test.go
│ │ │ │ └── lookerhealthpulse.go
│ │ │ ├── lookerhealthvacuum
│ │ │ │ ├── lookerhealthvacuum_test.go
│ │ │ │ └── lookerhealthvacuum.go
│ │ │ ├── lookermakedashboard
│ │ │ │ ├── lookermakedashboard_test.go
│ │ │ │ └── lookermakedashboard.go
│ │ │ ├── lookermakelook
│ │ │ │ ├── lookermakelook_test.go
│ │ │ │ └── lookermakelook.go
│ │ │ ├── lookerquery
│ │ │ │ ├── lookerquery_test.go
│ │ │ │ └── lookerquery.go
│ │ │ ├── lookerquerysql
│ │ │ │ ├── lookerquerysql_test.go
│ │ │ │ └── lookerquerysql.go
│ │ │ ├── lookerqueryurl
│ │ │ │ ├── lookerqueryurl_test.go
│ │ │ │ └── lookerqueryurl.go
│ │ │ ├── lookerrunlook
│ │ │ │ ├── lookerrunlook_test.go
│ │ │ │ └── lookerrunlook.go
│ │ │ └── lookerupdateprojectfile
│ │ │ ├── lookerupdateprojectfile_test.go
│ │ │ └── lookerupdateprojectfile.go
│ │ ├── mindsdb
│ │ │ ├── mindsdbexecutesql
│ │ │ │ ├── mindsdbexecutesql_test.go
│ │ │ │ └── mindsdbexecutesql.go
│ │ │ └── mindsdbsql
│ │ │ ├── mindsdbsql_test.go
│ │ │ └── mindsdbsql.go
│ │ ├── mongodb
│ │ │ ├── mongodbaggregate
│ │ │ │ ├── mongodbaggregate_test.go
│ │ │ │ └── mongodbaggregate.go
│ │ │ ├── mongodbdeletemany
│ │ │ │ ├── mongodbdeletemany_test.go
│ │ │ │ └── mongodbdeletemany.go
│ │ │ ├── mongodbdeleteone
│ │ │ │ ├── mongodbdeleteone_test.go
│ │ │ │ └── mongodbdeleteone.go
│ │ │ ├── mongodbfind
│ │ │ │ ├── mongodbfind_test.go
│ │ │ │ └── mongodbfind.go
│ │ │ ├── mongodbfindone
│ │ │ │ ├── mongodbfindone_test.go
│ │ │ │ └── mongodbfindone.go
│ │ │ ├── mongodbinsertmany
│ │ │ │ ├── mongodbinsertmany_test.go
│ │ │ │ └── mongodbinsertmany.go
│ │ │ ├── mongodbinsertone
│ │ │ │ ├── mongodbinsertone_test.go
│ │ │ │ └── mongodbinsertone.go
│ │ │ ├── mongodbupdatemany
│ │ │ │ ├── mongodbupdatemany_test.go
│ │ │ │ └── mongodbupdatemany.go
│ │ │ └── mongodbupdateone
│ │ │ ├── mongodbupdateone_test.go
│ │ │ └── mongodbupdateone.go
│ │ ├── mssql
│ │ │ ├── mssqlexecutesql
│ │ │ │ ├── mssqlexecutesql_test.go
│ │ │ │ └── mssqlexecutesql.go
│ │ │ ├── mssqllisttables
│ │ │ │ ├── mssqllisttables_test.go
│ │ │ │ └── mssqllisttables.go
│ │ │ └── mssqlsql
│ │ │ ├── mssqlsql_test.go
│ │ │ └── mssqlsql.go
│ │ ├── mysql
│ │ │ ├── mysqlcommon
│ │ │ │ └── mysqlcommon.go
│ │ │ ├── mysqlexecutesql
│ │ │ │ ├── mysqlexecutesql_test.go
│ │ │ │ └── mysqlexecutesql.go
│ │ │ ├── mysqllistactivequeries
│ │ │ │ ├── mysqllistactivequeries_test.go
│ │ │ │ └── mysqllistactivequeries.go
│ │ │ ├── mysqllisttablefragmentation
│ │ │ │ ├── mysqllisttablefragmentation_test.go
│ │ │ │ └── mysqllisttablefragmentation.go
│ │ │ ├── mysqllisttables
│ │ │ │ ├── mysqllisttables_test.go
│ │ │ │ └── mysqllisttables.go
│ │ │ ├── mysqllisttablesmissinguniqueindexes
│ │ │ │ ├── mysqllisttablesmissinguniqueindexes_test.go
│ │ │ │ └── mysqllisttablesmissinguniqueindexes.go
│ │ │ └── mysqlsql
│ │ │ ├── mysqlsql_test.go
│ │ │ └── mysqlsql.go
│ │ ├── neo4j
│ │ │ ├── neo4jcypher
│ │ │ │ ├── neo4jcypher_test.go
│ │ │ │ └── neo4jcypher.go
│ │ │ ├── neo4jexecutecypher
│ │ │ │ ├── classifier
│ │ │ │ │ ├── classifier_test.go
│ │ │ │ │ └── classifier.go
│ │ │ │ ├── neo4jexecutecypher_test.go
│ │ │ │ └── neo4jexecutecypher.go
│ │ │ └── neo4jschema
│ │ │ ├── cache
│ │ │ │ ├── cache_test.go
│ │ │ │ └── cache.go
│ │ │ ├── helpers
│ │ │ │ ├── helpers_test.go
│ │ │ │ └── helpers.go
│ │ │ ├── neo4jschema_test.go
│ │ │ ├── neo4jschema.go
│ │ │ └── types
│ │ │ └── types.go
│ │ ├── oceanbase
│ │ │ ├── oceanbaseexecutesql
│ │ │ │ ├── oceanbaseexecutesql_test.go
│ │ │ │ └── oceanbaseexecutesql.go
│ │ │ └── oceanbasesql
│ │ │ ├── oceanbasesql_test.go
│ │ │ └── oceanbasesql.go
│ │ ├── oracle
│ │ │ ├── oracleexecutesql
│ │ │ │ └── oracleexecutesql.go
│ │ │ └── oraclesql
│ │ │ └── oraclesql.go
│ │ ├── parameters_test.go
│ │ ├── parameters.go
│ │ ├── postgres
│ │ │ ├── postgresexecutesql
│ │ │ │ ├── postgresexecutesql_test.go
│ │ │ │ └── postgresexecutesql.go
│ │ │ ├── postgreslistactivequeries
│ │ │ │ ├── postgreslistactivequeries_test.go
│ │ │ │ └── postgreslistactivequeries.go
│ │ │ ├── postgreslistavailableextensions
│ │ │ │ ├── postgreslistavailableextensions_test.go
│ │ │ │ └── postgreslistavailableextensions.go
│ │ │ ├── postgreslistinstalledextensions
│ │ │ │ ├── postgreslistinstalledextensions_test.go
│ │ │ │ └── postgreslistinstalledextensions.go
│ │ │ ├── postgreslisttables
│ │ │ │ ├── postgreslisttables_test.go
│ │ │ │ └── postgreslisttables.go
│ │ │ ├── postgreslistviews
│ │ │ │ ├── postgreslistviews_test.go
│ │ │ │ └── postgreslistviews.go
│ │ │ └── postgressql
│ │ │ ├── postgressql_test.go
│ │ │ └── postgressql.go
│ │ ├── redis
│ │ │ ├── redis_test.go
│ │ │ └── redis.go
│ │ ├── serverlessspark
│ │ │ ├── serverlesssparkcancelbatch
│ │ │ │ ├── serverlesssparkcancelbatch_test.go
│ │ │ │ └── serverlesssparkcancelbatch.go
│ │ │ ├── serverlesssparkgetbatch
│ │ │ │ ├── serverlesssparkgetbatch_test.go
│ │ │ │ └── serverlesssparkgetbatch.go
│ │ │ └── serverlesssparklistbatches
│ │ │ ├── serverlesssparklistbatches_test.go
│ │ │ └── serverlesssparklistbatches.go
│ │ ├── spanner
│ │ │ ├── spannerexecutesql
│ │ │ │ ├── spannerexecutesql_test.go
│ │ │ │ └── spannerexecutesql.go
│ │ │ ├── spannerlisttables
│ │ │ │ ├── spannerlisttables_test.go
│ │ │ │ └── spannerlisttables.go
│ │ │ └── spannersql
│ │ │ ├── spanner_test.go
│ │ │ └── spannersql.go
│ │ ├── sqlite
│ │ │ ├── sqliteexecutesql
│ │ │ │ ├── sqliteexecutesql_test.go
│ │ │ │ └── sqliteexecutesql.go
│ │ │ └── sqlitesql
│ │ │ ├── sqlitesql_test.go
│ │ │ └── sqlitesql.go
│ │ ├── tidb
│ │ │ ├── tidbexecutesql
│ │ │ │ ├── tidbexecutesql_test.go
│ │ │ │ └── tidbexecutesql.go
│ │ │ └── tidbsql
│ │ │ ├── tidbsql_test.go
│ │ │ └── tidbsql.go
│ │ ├── tools_test.go
│ │ ├── tools.go
│ │ ├── toolsets.go
│ │ ├── trino
│ │ │ ├── trinoexecutesql
│ │ │ │ ├── trinoexecutesql_test.go
│ │ │ │ └── trinoexecutesql.go
│ │ │ └── trinosql
│ │ │ ├── trinosql_test.go
│ │ │ └── trinosql.go
│ │ ├── utility
│ │ │ └── wait
│ │ │ ├── wait_test.go
│ │ │ └── wait.go
│ │ ├── valkey
│ │ │ ├── valkey_test.go
│ │ │ └── valkey.go
│ │ └── yugabytedbsql
│ │ ├── yugabytedbsql_test.go
│ │ └── yugabytedbsql.go
│ └── util
│ ├── orderedmap
│ │ ├── orderedmap_test.go
│ │ └── orderedmap.go
│ └── util.go
├── LICENSE
├── logo.png
├── main.go
├── MCP-TOOLBOX-EXTENSION.md
├── README.md
└── tests
├── alloydb
│ ├── alloydb_integration_test.go
│ └── alloydb_wait_for_operation_test.go
├── alloydbainl
│ └── alloydb_ai_nl_integration_test.go
├── alloydbpg
│ └── alloydb_pg_integration_test.go
├── auth.go
├── bigquery
│ └── bigquery_integration_test.go
├── bigtable
│ └── bigtable_integration_test.go
├── cassandra
│ └── cassandra_integration_test.go
├── clickhouse
│ └── clickhouse_integration_test.go
├── cloudmonitoring
│ └── cloud_monitoring_integration_test.go
├── cloudsql
│ ├── cloud_sql_create_database_test.go
│ ├── cloud_sql_create_users_test.go
│ ├── cloud_sql_get_instances_test.go
│ ├── cloud_sql_list_databases_test.go
│ ├── cloudsql_list_instances_test.go
│ └── cloudsql_wait_for_operation_test.go
├── cloudsqlmssql
│ ├── cloud_sql_mssql_create_instance_integration_test.go
│ └── cloud_sql_mssql_integration_test.go
├── cloudsqlmysql
│ ├── cloud_sql_mysql_create_instance_integration_test.go
│ └── cloud_sql_mysql_integration_test.go
├── cloudsqlpg
│ ├── cloud_sql_pg_create_instances_test.go
│ └── cloud_sql_pg_integration_test.go
├── common.go
├── couchbase
│ └── couchbase_integration_test.go
├── dataform
│ └── dataform_integration_test.go
├── dataplex
│ └── dataplex_integration_test.go
├── dgraph
│ └── dgraph_integration_test.go
├── firebird
│ └── firebird_integration_test.go
├── firestore
│ └── firestore_integration_test.go
├── http
│ └── http_integration_test.go
├── looker
│ └── looker_integration_test.go
├── mindsdb
│ └── mindsdb_integration_test.go
├── mongodb
│ └── mongodb_integration_test.go
├── mssql
│ └── mssql_integration_test.go
├── mysql
│ └── mysql_integration_test.go
├── neo4j
│ └── neo4j_integration_test.go
├── oceanbase
│ └── oceanbase_integration_test.go
├── option.go
├── oracle
│ └── oracle_integration_test.go
├── postgres
│ └── postgres_integration_test.go
├── redis
│ └── redis_test.go
├── server.go
├── serverlessspark
│ └── serverless_spark_integration_test.go
├── source.go
├── spanner
│ └── spanner_integration_test.go
├── sqlite
│ └── sqlite_integration_test.go
├── tidb
│ └── tidb_integration_test.go
├── tool.go
├── trino
│ └── trino_integration_test.go
├── utility
│ └── wait_integration_test.go
├── valkey
│ └── valkey_test.go
└── yugabytedb
└── yugabytedb_integration_test.go
```
# Files
--------------------------------------------------------------------------------
/tests/tool.go:
--------------------------------------------------------------------------------
```go
// 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 tests
import (
"bytes"
"context"
"database/sql"
"encoding/json"
"fmt"
"io"
"net/http"
"reflect"
"sort"
"strings"
"sync"
"testing"
"time"
"github.com/google/go-cmp/cmp"
"github.com/google/go-cmp/cmp/cmpopts"
"github.com/googleapis/genai-toolbox/internal/server/mcp/jsonrpc"
"github.com/googleapis/genai-toolbox/internal/sources"
)
// RunToolGet runs the tool get endpoint
func RunToolGetTest(t *testing.T) {
// Test tool get endpoint
tcs := []struct {
name string
api string
want map[string]any
}{
{
name: "get my-simple-tool",
api: "http://127.0.0.1:5000/api/tool/my-simple-tool/",
want: map[string]any{
"my-simple-tool": map[string]any{
"description": "Simple tool to test end to end functionality.",
"parameters": []any{},
"authRequired": []any{},
},
},
},
}
for _, tc := range tcs {
t.Run(tc.name, func(t *testing.T) {
resp, err := http.Get(tc.api)
if err != nil {
t.Fatalf("error when sending a request: %s", err)
}
defer resp.Body.Close()
if resp.StatusCode != 200 {
t.Fatalf("response status code is not 200")
}
var body map[string]interface{}
err = json.NewDecoder(resp.Body).Decode(&body)
if err != nil {
t.Fatalf("error parsing response body")
}
got, ok := body["tools"]
if !ok {
t.Fatalf("unable to find tools in response body")
}
if !reflect.DeepEqual(got, tc.want) {
t.Fatalf("got %q, want %q", got, tc.want)
}
})
}
}
func RunToolGetTestByName(t *testing.T, name string, want map[string]any) {
// Test tool get endpoint
tcs := []struct {
name string
api string
want map[string]any
}{
{
name: fmt.Sprintf("get %s", name),
api: fmt.Sprintf("http://127.0.0.1:5000/api/tool/%s/", name),
want: want,
},
}
for _, tc := range tcs {
t.Run(tc.name, func(t *testing.T) {
resp, err := http.Get(tc.api)
if err != nil {
t.Fatalf("error when sending a request: %s", err)
}
defer resp.Body.Close()
if resp.StatusCode != 200 {
t.Fatalf("response status code is not 200")
}
var body map[string]interface{}
err = json.NewDecoder(resp.Body).Decode(&body)
if err != nil {
t.Fatalf("error parsing response body")
}
got, ok := body["tools"]
if !ok {
t.Fatalf("unable to find tools in response body")
}
if !reflect.DeepEqual(got, tc.want) {
t.Fatalf("got %q, want %q", got, tc.want)
}
})
}
}
// RunToolInvokeSimpleTest runs the tool invoke endpoint with no parameters
func RunToolInvokeSimpleTest(t *testing.T, name string, simpleWant string) {
// Test tool invoke endpoint
invokeTcs := []struct {
name string
api string
requestHeader map[string]string
requestBody io.Reader
want string
isErr bool
}{
{
name: fmt.Sprintf("invoke %s", name),
api: fmt.Sprintf("http://127.0.0.1:5000/api/tool/%s/invoke", name),
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
want: simpleWant,
isErr: false,
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
// Send Tool invocation request
req, err := http.NewRequest(http.MethodPost, tc.api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %s", err)
}
req.Header.Add("Content-type", "application/json")
for k, v := range tc.requestHeader {
req.Header.Add(k, v)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %s", err)
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
if tc.isErr {
return
}
bodyBytes, _ := io.ReadAll(resp.Body)
t.Fatalf("response status code is not 200, got %d: %s", resp.StatusCode, string(bodyBytes))
}
// Check response body
var body map[string]interface{}
err = json.NewDecoder(resp.Body).Decode(&body)
if err != nil {
t.Fatalf("error parsing response body")
}
got, ok := body["result"].(string)
if !ok {
t.Fatalf("unable to find result in response body")
}
if !strings.Contains(got, tc.want) {
t.Fatalf("unexpected value: got %q, want %q", got, tc.want)
}
})
}
}
func RunToolInvokeParametersTest(t *testing.T, name string, params []byte, simpleWant string) {
// Test tool invoke endpoint
invokeTcs := []struct {
name string
api string
requestHeader map[string]string
requestBody io.Reader
want string
isErr bool
}{
{
name: fmt.Sprintf("invoke %s", name),
api: fmt.Sprintf("http://127.0.0.1:5000/api/tool/%s/invoke", name),
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer(params),
want: simpleWant,
isErr: false,
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
// Send Tool invocation request
req, err := http.NewRequest(http.MethodPost, tc.api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %s", err)
}
req.Header.Add("Content-type", "application/json")
for k, v := range tc.requestHeader {
req.Header.Add(k, v)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %s", err)
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
if tc.isErr {
return
}
bodyBytes, _ := io.ReadAll(resp.Body)
t.Fatalf("response status code is not 200, got %d: %s", resp.StatusCode, string(bodyBytes))
}
// Check response body
var body map[string]interface{}
err = json.NewDecoder(resp.Body).Decode(&body)
if err != nil {
t.Fatalf("error parsing response body")
}
got, ok := body["result"].(string)
if !ok {
t.Fatalf("unable to find result in response body")
}
if !strings.Contains(got, tc.want) {
t.Fatalf("unexpected value: got %q, want %q", got, tc.want)
}
})
}
}
// RunToolInvoke runs the tool invoke endpoint
func RunToolInvokeTest(t *testing.T, select1Want string, options ...InvokeTestOption) {
// Resolve options
// Default values for InvokeTestConfig
configs := &InvokeTestConfig{
myToolId3NameAliceWant: "[{\"id\":1,\"name\":\"Alice\"},{\"id\":3,\"name\":\"Sid\"}]",
myToolById4Want: "[{\"id\":4,\"name\":null}]",
myArrayToolWant: "[{\"id\":1,\"name\":\"Alice\"},{\"id\":3,\"name\":\"Sid\"}]",
nullWant: "null",
supportOptionalNullParam: true,
supportArrayParam: true,
supportClientAuth: false,
supportSelect1Want: true,
supportSelect1Auth: true,
}
// Apply provided options
for _, option := range options {
option(configs)
}
// Get ID token
idToken, err := GetGoogleIdToken(ClientId)
if err != nil {
t.Fatalf("error getting Google ID token: %s", err)
}
// Get access token
accessToken, err := sources.GetIAMAccessToken(t.Context())
if err != nil {
t.Fatalf("error getting access token from ADC: %s", err)
}
accessToken = "Bearer " + accessToken
// Test tool invoke endpoint
invokeTcs := []struct {
name string
api string
enabled bool
requestHeader map[string]string
requestBody io.Reader
wantStatusCode int
wantBody string
}{
{
name: "invoke my-simple-tool",
api: "http://127.0.0.1:5000/api/tool/my-simple-tool/invoke",
enabled: configs.supportSelect1Want,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: select1Want,
wantStatusCode: http.StatusOK,
},
{
name: "invoke my-tool",
api: "http://127.0.0.1:5000/api/tool/my-tool/invoke",
enabled: true,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"id": 3, "name": "Alice"}`)),
wantBody: configs.myToolId3NameAliceWant,
wantStatusCode: http.StatusOK,
},
{
name: "invoke my-tool-by-id with nil response",
api: "http://127.0.0.1:5000/api/tool/my-tool-by-id/invoke",
enabled: true,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"id": 4}`)),
wantBody: configs.myToolById4Want,
wantStatusCode: http.StatusOK,
},
{
name: "invoke my-tool-by-name with nil response",
api: "http://127.0.0.1:5000/api/tool/my-tool-by-name/invoke",
enabled: configs.supportOptionalNullParam,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: configs.nullWant,
wantStatusCode: http.StatusOK,
},
{
name: "Invoke my-tool without parameters",
api: "http://127.0.0.1:5000/api/tool/my-tool/invoke",
enabled: true,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: "",
wantStatusCode: http.StatusBadRequest,
},
{
name: "Invoke my-tool with insufficient parameters",
api: "http://127.0.0.1:5000/api/tool/my-tool/invoke",
enabled: true,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"id": 1}`)),
wantBody: "",
wantStatusCode: http.StatusBadRequest,
},
{
name: "invoke my-array-tool",
api: "http://127.0.0.1:5000/api/tool/my-array-tool/invoke",
enabled: configs.supportArrayParam,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"idArray": [1,2,3], "nameArray": ["Alice", "Sid", "RandomName"], "cmdArray": ["HGETALL", "row3"]}`)),
wantBody: configs.myArrayToolWant,
wantStatusCode: http.StatusOK,
},
{
name: "Invoke my-auth-tool with auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-tool/invoke",
enabled: configs.supportSelect1Auth,
requestHeader: map[string]string{"my-google-auth_token": idToken},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: "[{\"name\":\"Alice\"}]",
wantStatusCode: http.StatusOK,
},
{
name: "Invoke my-auth-tool with invalid auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-tool/invoke",
enabled: configs.supportSelect1Auth,
requestHeader: map[string]string{"my-google-auth_token": "INVALID_TOKEN"},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: "",
wantStatusCode: http.StatusUnauthorized,
},
{
name: "Invoke my-auth-tool without auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-tool/invoke",
enabled: true,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: "",
wantStatusCode: http.StatusUnauthorized,
},
{
name: "Invoke my-auth-required-tool with auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-required-tool/invoke",
enabled: configs.supportSelect1Auth,
requestHeader: map[string]string{"my-google-auth_token": idToken},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: select1Want,
wantStatusCode: http.StatusOK,
},
{
name: "Invoke my-auth-required-tool with invalid auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-required-tool/invoke",
enabled: true,
requestHeader: map[string]string{"my-google-auth_token": "INVALID_TOKEN"},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: "",
wantStatusCode: http.StatusUnauthorized,
},
{
name: "Invoke my-auth-required-tool without auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-tool/invoke",
enabled: true,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: "",
wantStatusCode: http.StatusUnauthorized,
},
{
name: "Invoke my-client-auth-tool with auth token",
api: "http://127.0.0.1:5000/api/tool/my-client-auth-tool/invoke",
enabled: configs.supportClientAuth,
requestHeader: map[string]string{"Authorization": accessToken},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantBody: select1Want,
wantStatusCode: http.StatusOK,
},
{
name: "Invoke my-client-auth-tool without auth token",
api: "http://127.0.0.1:5000/api/tool/my-client-auth-tool/invoke",
enabled: configs.supportClientAuth,
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantStatusCode: http.StatusUnauthorized,
},
{
name: "Invoke my-client-auth-tool with invalid auth token",
api: "http://127.0.0.1:5000/api/tool/my-client-auth-tool/invoke",
enabled: configs.supportClientAuth,
requestHeader: map[string]string{"Authorization": "Bearer invalid-token"},
requestBody: bytes.NewBuffer([]byte(`{}`)),
wantStatusCode: http.StatusUnauthorized,
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
if !tc.enabled {
return
}
// Send Tool invocation request
req, err := http.NewRequest(http.MethodPost, tc.api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %s", err)
}
req.Header.Add("Content-type", "application/json")
// Add headers
for k, v := range tc.requestHeader {
req.Header.Add(k, v)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %s", err)
}
defer resp.Body.Close()
// Check status code
if resp.StatusCode != tc.wantStatusCode {
body, _ := io.ReadAll(resp.Body)
t.Errorf("StatusCode mismatch: got %d, want %d. Response body: %s", resp.StatusCode, tc.wantStatusCode, string(body))
}
// skip response body check
if tc.wantBody == "" {
return
}
// Check response body
var body map[string]interface{}
err = json.NewDecoder(resp.Body).Decode(&body)
if err != nil {
t.Fatalf("error parsing response body: %s", err)
}
got, ok := body["result"].(string)
if !ok {
t.Fatalf("unable to find result in response body")
}
if got != tc.wantBody {
t.Fatalf("unexpected value: got %q, want %q", got, tc.wantBody)
}
})
}
}
// RunToolInvokeWithTemplateParameters runs tool invoke test cases with template parameters.
func RunToolInvokeWithTemplateParameters(t *testing.T, tableName string, options ...TemplateParamOption) {
// Resolve options
// Default values for TemplateParameterTestConfig
configs := &TemplateParameterTestConfig{
ddlWant: "null",
selectAllWant: "[{\"age\":21,\"id\":1,\"name\":\"Alex\"},{\"age\":100,\"id\":2,\"name\":\"Alice\"}]",
selectId1Want: "[{\"age\":21,\"id\":1,\"name\":\"Alex\"}]",
selectNameWant: "[{\"age\":21,\"id\":1,\"name\":\"Alex\"}]",
selectEmptyWant: "null",
insert1Want: "null",
nameFieldArray: `["name"]`,
nameColFilter: "name",
createColArray: `["id INT","name VARCHAR(20)","age INT"]`,
supportDdl: true,
supportInsert: true,
}
// Apply provided options
for _, option := range options {
option(configs)
}
selectOnlyNamesWant := "[{\"name\":\"Alex\"},{\"name\":\"Alice\"}]"
// Test tool invoke endpoint
invokeTcs := []struct {
name string
enabled bool
ddl bool
insert bool
api string
requestHeader map[string]string
requestBody io.Reader
want string
isErr bool
}{
{
name: "invoke create-table-templateParams-tool",
ddl: true,
api: "http://127.0.0.1:5000/api/tool/create-table-templateParams-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"tableName": "%s", "columns":%s}`, tableName, configs.createColArray))),
want: configs.ddlWant,
isErr: false,
},
{
name: "invoke insert-table-templateParams-tool",
insert: true,
api: "http://127.0.0.1:5000/api/tool/insert-table-templateParams-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"tableName": "%s", "columns":["id","name","age"], "values":"1, 'Alex', 21"}`, tableName))),
want: configs.insert1Want,
isErr: false,
},
{
name: "invoke insert-table-templateParams-tool",
insert: true,
api: "http://127.0.0.1:5000/api/tool/insert-table-templateParams-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"tableName": "%s", "columns":["id","name","age"], "values":"2, 'Alice', 100"}`, tableName))),
want: configs.insert1Want,
isErr: false,
},
{
name: "invoke select-templateParams-tool",
api: "http://127.0.0.1:5000/api/tool/select-templateParams-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"tableName": "%s"}`, tableName))),
want: configs.selectAllWant,
isErr: false,
},
{
name: "invoke select-templateParams-combined-tool",
api: "http://127.0.0.1:5000/api/tool/select-templateParams-combined-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"id": 1, "tableName": "%s"}`, tableName))),
want: configs.selectId1Want,
isErr: false,
},
{
name: "invoke select-templateParams-combined-tool with no results",
api: "http://127.0.0.1:5000/api/tool/select-templateParams-combined-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"id": 999, "tableName": "%s"}`, tableName))),
want: configs.selectEmptyWant,
isErr: false,
},
{
name: "invoke select-fields-templateParams-tool",
enabled: configs.supportSelectFields,
api: "http://127.0.0.1:5000/api/tool/select-fields-templateParams-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"tableName": "%s", "fields":%s}`, tableName, configs.nameFieldArray))),
want: selectOnlyNamesWant,
isErr: false,
},
{
name: "invoke select-filter-templateParams-combined-tool",
api: "http://127.0.0.1:5000/api/tool/select-filter-templateParams-combined-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"name": "Alex", "tableName": "%s", "columnFilter": "%s"}`, tableName, configs.nameColFilter))),
want: configs.selectNameWant,
isErr: false,
},
{
name: "invoke drop-table-templateParams-tool",
ddl: true,
api: "http://127.0.0.1:5000/api/tool/drop-table-templateParams-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"tableName": "%s"}`, tableName))),
want: configs.ddlWant,
isErr: false,
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
if !tc.enabled {
return
}
// if test case is DDL and source support ddl test cases
ddlAllow := !tc.ddl || (tc.ddl && configs.supportDdl)
// if test case is insert statement and source support insert test cases
insertAllow := !tc.insert || (tc.insert && configs.supportInsert)
if ddlAllow && insertAllow {
// Send Tool invocation request
req, err := http.NewRequest(http.MethodPost, tc.api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %s", err)
}
req.Header.Add("Content-type", "application/json")
for k, v := range tc.requestHeader {
req.Header.Add(k, v)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %s", err)
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
if tc.isErr {
return
}
bodyBytes, _ := io.ReadAll(resp.Body)
t.Fatalf("response status code is not 200, got %d: %s", resp.StatusCode, string(bodyBytes))
}
// Check response body
var body map[string]interface{}
err = json.NewDecoder(resp.Body).Decode(&body)
if err != nil {
t.Fatalf("error parsing response body")
}
got, ok := body["result"].(string)
if !ok {
t.Fatalf("unable to find result in response body")
}
if got != tc.want {
t.Fatalf("unexpected value: got %q, want %q", got, tc.want)
}
}
})
}
}
func RunExecuteSqlToolInvokeTest(t *testing.T, createTableStatement, select1Want string, options ...ExecuteSqlOption) {
// Resolve options
// Default values for ExecuteSqlTestConfig
configs := &ExecuteSqlTestConfig{
select1Statement: `"SELECT 1"`,
}
// Apply provided options
for _, option := range options {
option(configs)
}
// Get ID token
idToken, err := GetGoogleIdToken(ClientId)
if err != nil {
t.Fatalf("error getting Google ID token: %s", err)
}
// Test tool invoke endpoint
invokeTcs := []struct {
name string
api string
requestHeader map[string]string
requestBody io.Reader
want string
isErr bool
}{
{
name: "invoke my-exec-sql-tool",
api: "http://127.0.0.1:5000/api/tool/my-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"sql": %s}`, configs.select1Statement))),
want: select1Want,
isErr: false,
},
{
name: "invoke my-exec-sql-tool create table",
api: "http://127.0.0.1:5000/api/tool/my-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"sql": %s}`, createTableStatement))),
want: "null",
isErr: false,
},
{
name: "invoke my-exec-sql-tool select table",
api: "http://127.0.0.1:5000/api/tool/my-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"sql":"SELECT * FROM t"}`)),
want: "null",
isErr: false,
},
{
name: "invoke my-exec-sql-tool drop table",
api: "http://127.0.0.1:5000/api/tool/my-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"sql":"DROP TABLE t"}`)),
want: "null",
isErr: false,
},
{
name: "invoke my-exec-sql-tool without body",
api: "http://127.0.0.1:5000/api/tool/my-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{}`)),
isErr: true,
},
{
name: "Invoke my-auth-exec-sql-tool with auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-exec-sql-tool/invoke",
requestHeader: map[string]string{"my-google-auth_token": idToken},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"sql": %s}`, configs.select1Statement))),
isErr: false,
want: select1Want,
},
{
name: "Invoke my-auth-exec-sql-tool with invalid auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-exec-sql-tool/invoke",
requestHeader: map[string]string{"my-google-auth_token": "INVALID_TOKEN"},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"sql": %s}`, configs.select1Statement))),
isErr: true,
},
{
name: "Invoke my-auth-exec-sql-tool without auth token",
api: "http://127.0.0.1:5000/api/tool/my-auth-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(fmt.Sprintf(`{"sql": %s}`, configs.select1Statement))),
isErr: true,
},
{
name: "invoke my-exec-sql-tool with invalid SELECT SQL",
api: "http://127.0.0.1:5000/api/tool/my-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"sql":"SELECT * FROM non_existent_table"}`)),
isErr: true,
},
{
name: "invoke my-exec-sql-tool with invalid ALTER SQL",
api: "http://127.0.0.1:5000/api/tool/my-exec-sql-tool/invoke",
requestHeader: map[string]string{},
requestBody: bytes.NewBuffer([]byte(`{"sql":"ALTER TALE t ALTER COLUMN id DROP NOT NULL"}`)),
isErr: true,
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
// Send Tool invocation request
req, err := http.NewRequest(http.MethodPost, tc.api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %s", err)
}
req.Header.Add("Content-type", "application/json")
for k, v := range tc.requestHeader {
req.Header.Add(k, v)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %s", err)
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
if tc.isErr {
return
}
bodyBytes, _ := io.ReadAll(resp.Body)
t.Fatalf("response status code is not 200, got %d: %s", resp.StatusCode, string(bodyBytes))
}
// Check response body
var body map[string]interface{}
err = json.NewDecoder(resp.Body).Decode(&body)
if err != nil {
t.Fatalf("error parsing response body")
}
got, ok := body["result"].(string)
if !ok {
t.Fatalf("unable to find result in response body")
}
if got != tc.want {
t.Fatalf("unexpected value: got %q, want %q", got, tc.want)
}
})
}
}
// RunInitialize runs the initialize lifecycle for mcp to set up client-server connection
func RunInitialize(t *testing.T, protocolVersion string) string {
url := "http://127.0.0.1:5000/mcp"
initializeRequestBody := map[string]any{
"jsonrpc": "2.0",
"id": "mcp-initialize",
"method": "initialize",
"params": map[string]any{
"protocolVersion": protocolVersion,
},
}
reqMarshal, err := json.Marshal(initializeRequestBody)
if err != nil {
t.Fatalf("unexpected error during marshaling of body")
}
resp, _ := RunRequest(t, http.MethodPost, url, bytes.NewBuffer(reqMarshal), nil)
if resp.StatusCode != 200 {
t.Fatalf("response status code is not 200")
}
if contentType := resp.Header.Get("Content-type"); contentType != "application/json" {
t.Fatalf("unexpected content-type header: want %s, got %s", "application/json", contentType)
}
sessionId := resp.Header.Get("Mcp-Session-Id")
header := map[string]string{}
if sessionId != "" {
header["Mcp-Session-Id"] = sessionId
}
initializeNotificationBody := map[string]any{
"jsonrpc": "2.0",
"method": "notifications/initialized",
}
notiMarshal, err := json.Marshal(initializeNotificationBody)
if err != nil {
t.Fatalf("unexpected error during marshaling of notifications body")
}
_, _ = RunRequest(t, http.MethodPost, url, bytes.NewBuffer(notiMarshal), header)
return sessionId
}
// RunMCPToolCallMethod runs the tool/call for mcp endpoint
func RunMCPToolCallMethod(t *testing.T, myFailToolWant, select1Want string, options ...McpTestOption) {
// Resolve options
// Default values for MCPTestConfig
configs := &MCPTestConfig{
myToolId3NameAliceWant: `{"jsonrpc":"2.0","id":"my-tool","result":{"content":[{"type":"text","text":"{\"id\":1,\"name\":\"Alice\"}"},{"type":"text","text":"{\"id\":3,\"name\":\"Sid\"}"}]}}`,
supportClientAuth: false,
supportSelect1Auth: true,
}
// Apply provided options
for _, option := range options {
option(configs)
}
sessionId := RunInitialize(t, "2024-11-05")
// Get access token
accessToken, err := sources.GetIAMAccessToken(t.Context())
if err != nil {
t.Fatalf("error getting access token from ADC: %s", err)
}
accessToken = "Bearer " + accessToken
idToken, err := GetGoogleIdToken(ClientId)
if err != nil {
t.Fatalf("error getting Google ID token: %s", err)
}
// Test tool invoke endpoint
invokeTcs := []struct {
name string
api string
enabled bool // switch to turn on/off the test case
requestBody jsonrpc.JSONRPCRequest
requestHeader map[string]string
wantStatusCode int
wantBody string
}{
{
name: "MCP Invoke my-tool",
api: "http://127.0.0.1:5000/mcp",
enabled: true,
requestHeader: map[string]string{},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "my-tool",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-tool",
"arguments": map[string]any{
"id": int(3),
"name": "Alice",
},
},
},
wantStatusCode: http.StatusOK,
wantBody: configs.myToolId3NameAliceWant,
},
{
name: "MCP Invoke invalid tool",
api: "http://127.0.0.1:5000/mcp",
enabled: true,
requestHeader: map[string]string{},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invalid-tool",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "foo",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusOK,
wantBody: `{"jsonrpc":"2.0","id":"invalid-tool","error":{"code":-32602,"message":"invalid tool name: tool with name \"foo\" does not exist"}}`,
},
{
name: "MCP Invoke my-tool without parameters",
api: "http://127.0.0.1:5000/mcp",
enabled: true,
requestHeader: map[string]string{},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke-without-parameter",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-tool",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusOK,
wantBody: `{"jsonrpc":"2.0","id":"invoke-without-parameter","error":{"code":-32602,"message":"provided parameters were invalid: parameter \"id\" is required"}}`,
},
{
name: "MCP Invoke my-tool with insufficient parameters",
api: "http://127.0.0.1:5000/mcp",
enabled: true,
requestHeader: map[string]string{},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke-insufficient-parameter",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-tool",
"arguments": map[string]any{"id": 1},
},
},
wantStatusCode: http.StatusOK,
wantBody: `{"jsonrpc":"2.0","id":"invoke-insufficient-parameter","error":{"code":-32602,"message":"provided parameters were invalid: parameter \"name\" is required"}}`,
},
{
name: "MCP Invoke my-auth-required-tool",
api: "http://127.0.0.1:5000/mcp",
enabled: configs.supportSelect1Auth,
requestHeader: map[string]string{"my-google-auth_token": idToken},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke my-auth-required-tool",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-auth-required-tool",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusOK,
wantBody: select1Want,
},
{
name: "MCP Invoke my-auth-required-tool with invalid auth token",
api: "http://127.0.0.1:5000/mcp",
requestHeader: map[string]string{"my-google-auth_token": "INVALID_TOKEN"},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke my-auth-required-tool with invalid token",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-auth-required-tool",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusUnauthorized,
wantBody: "{\"jsonrpc\":\"2.0\",\"id\":\"invoke my-auth-required-tool with invalid token\",\"error\":{\"code\":-32600,\"message\":\"unauthorized Tool call: Please make sure your specify correct auth headers: unauthorized\"}}",
},
{
name: "MCP Invoke my-auth-required-tool without auth token",
api: "http://127.0.0.1:5000/mcp",
requestHeader: map[string]string{},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke my-auth-required-tool without token",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-auth-required-tool",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusUnauthorized,
wantBody: "{\"jsonrpc\":\"2.0\",\"id\":\"invoke my-auth-required-tool without token\",\"error\":{\"code\":-32600,\"message\":\"unauthorized Tool call: Please make sure your specify correct auth headers: unauthorized\"}}",
},
{
name: "MCP Invoke my-client-auth-tool",
enabled: configs.supportClientAuth,
api: "http://127.0.0.1:5000/mcp",
requestHeader: map[string]string{"Authorization": accessToken},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke my-client-auth-tool",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-client-auth-tool",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusOK,
wantBody: "{\"jsonrpc\":\"2.0\",\"id\":\"invoke my-client-auth-tool\",\"result\":{\"content\":[{\"type\":\"text\",\"text\":\"{\\\"f0_\\\":1}\"}]}}",
},
{
name: "MCP Invoke my-client-auth-tool without access token",
enabled: configs.supportClientAuth,
api: "http://127.0.0.1:5000/mcp",
requestHeader: map[string]string{},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke my-client-auth-tool",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-client-auth-tool",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusUnauthorized,
wantBody: "{\"jsonrpc\":\"2.0\",\"id\":\"invoke my-client-auth-tool\",\"error\":{\"code\":-32600,\"message\":\"missing access token in the 'Authorization' header\"}",
},
{
name: "MCP Invoke my-client-auth-tool with invalid access token",
enabled: configs.supportClientAuth,
api: "http://127.0.0.1:5000/mcp",
requestHeader: map[string]string{"Authorization": "Bearer invalid-token"},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke my-client-auth-tool",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-client-auth-tool",
"arguments": map[string]any{},
},
},
wantStatusCode: http.StatusUnauthorized,
},
{
name: "MCP Invoke my-fail-tool",
api: "http://127.0.0.1:5000/mcp",
enabled: true,
requestHeader: map[string]string{},
requestBody: jsonrpc.JSONRPCRequest{
Jsonrpc: "2.0",
Id: "invoke-fail-tool",
Request: jsonrpc.Request{
Method: "tools/call",
},
Params: map[string]any{
"name": "my-fail-tool",
"arguments": map[string]any{"id": 1},
},
},
wantStatusCode: http.StatusOK,
wantBody: myFailToolWant,
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
if !tc.enabled {
return
}
reqMarshal, err := json.Marshal(tc.requestBody)
if err != nil {
t.Fatalf("unexpected error during marshaling of request body")
}
// add headers
headers := map[string]string{}
if sessionId != "" {
headers["Mcp-Session-Id"] = sessionId
}
for key, value := range tc.requestHeader {
headers[key] = value
}
httpResponse, respBody := RunRequest(t, http.MethodPost, tc.api, bytes.NewBuffer(reqMarshal), headers)
// Check status code
if httpResponse.StatusCode != tc.wantStatusCode {
t.Errorf("StatusCode mismatch: got %d, want %d", httpResponse.StatusCode, tc.wantStatusCode)
}
// Check response body
got := string(bytes.TrimSpace(respBody))
if !strings.Contains(got, tc.wantBody) {
t.Fatalf("Expected substring not found:\ngot: %q\nwant: %q (to be contained within got)", got, tc.wantBody)
}
})
}
}
// RunMySQLListTablesTest run tests against the mysql-list-tables tool
func RunMySQLListTablesTest(t *testing.T, databaseName, tableNameParam, tableNameAuth string) {
type tableInfo struct {
ObjectName string `json:"object_name"`
SchemaName string `json:"schema_name"`
ObjectDetails string `json:"object_details"`
}
type column struct {
DataType string `json:"data_type"`
ColumnName string `json:"column_name"`
ColumnComment string `json:"column_comment"`
ColumnDefault any `json:"column_default"`
IsNotNullable int `json:"is_not_nullable"`
OrdinalPosition int `json:"ordinal_position"`
}
type objectDetails struct {
Owner any `json:"owner"`
Columns []column `json:"columns"`
Comment string `json:"comment"`
Indexes []any `json:"indexes"`
Triggers []any `json:"triggers"`
Constraints []any `json:"constraints"`
ObjectName string `json:"object_name"`
ObjectType string `json:"object_type"`
SchemaName string `json:"schema_name"`
}
paramTableWant := objectDetails{
ObjectName: tableNameParam,
SchemaName: databaseName,
ObjectType: "TABLE",
Columns: []column{
{DataType: "int", ColumnName: "id", IsNotNullable: 1, OrdinalPosition: 1},
{DataType: "varchar(255)", ColumnName: "name", OrdinalPosition: 2},
},
Indexes: []any{map[string]any{"index_columns": []any{"id"}, "index_name": "PRIMARY", "is_primary": float64(1), "is_unique": float64(1)}},
Triggers: []any{},
Constraints: []any{map[string]any{"constraint_columns": []any{"id"}, "constraint_name": "PRIMARY", "constraint_type": "PRIMARY KEY", "foreign_key_referenced_columns": any(nil), "foreign_key_referenced_table": any(nil), "constraint_definition": ""}},
}
authTableWant := objectDetails{
ObjectName: tableNameAuth,
SchemaName: databaseName,
ObjectType: "TABLE",
Columns: []column{
{DataType: "int", ColumnName: "id", IsNotNullable: 1, OrdinalPosition: 1},
{DataType: "varchar(255)", ColumnName: "name", OrdinalPosition: 2},
{DataType: "varchar(255)", ColumnName: "email", OrdinalPosition: 3},
},
Indexes: []any{map[string]any{"index_columns": []any{"id"}, "index_name": "PRIMARY", "is_primary": float64(1), "is_unique": float64(1)}},
Triggers: []any{},
Constraints: []any{map[string]any{"constraint_columns": []any{"id"}, "constraint_name": "PRIMARY", "constraint_type": "PRIMARY KEY", "foreign_key_referenced_columns": any(nil), "foreign_key_referenced_table": any(nil), "constraint_definition": ""}},
}
invokeTcs := []struct {
name string
requestBody io.Reader
wantStatusCode int
want any
isSimple bool
isAllTables bool
}{
{
name: "invoke list_tables for all tables detailed output",
requestBody: bytes.NewBufferString(`{"table_names":""}`),
wantStatusCode: http.StatusOK,
want: []objectDetails{authTableWant, paramTableWant},
isAllTables: true,
},
{
name: "invoke list_tables detailed output",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_names": "%s"}`, tableNameAuth)),
wantStatusCode: http.StatusOK,
want: []objectDetails{authTableWant},
},
{
name: "invoke list_tables simple output",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_names": "%s", "output_format": "simple"}`, tableNameAuth)),
wantStatusCode: http.StatusOK,
want: []map[string]any{{"name": tableNameAuth}},
isSimple: true,
},
{
name: "invoke list_tables with multiple table names",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_names": "%s,%s"}`, tableNameParam, tableNameAuth)),
wantStatusCode: http.StatusOK,
want: []objectDetails{authTableWant, paramTableWant},
},
{
name: "invoke list_tables with one existing and one non-existent table",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_names": "%s,non_existent_table"}`, tableNameAuth)),
wantStatusCode: http.StatusOK,
want: []objectDetails{authTableWant},
},
{
name: "invoke list_tables with non-existent table",
requestBody: bytes.NewBufferString(`{"table_names": "non_existent_table"}`),
wantStatusCode: http.StatusOK,
want: nil,
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
const api = "http://127.0.0.1:5000/api/tool/list_tables/invoke"
req, err := http.NewRequest(http.MethodPost, api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %v", err)
}
req.Header.Add("Content-type", "application/json")
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %v", err)
}
defer resp.Body.Close()
if resp.StatusCode != tc.wantStatusCode {
body, _ := io.ReadAll(resp.Body)
t.Fatalf("wrong status code: got %d, want %d, body: %s", resp.StatusCode, tc.wantStatusCode, string(body))
}
if tc.wantStatusCode != http.StatusOK {
return
}
var bodyWrapper struct {
Result json.RawMessage `json:"result"`
}
if err := json.NewDecoder(resp.Body).Decode(&bodyWrapper); err != nil {
t.Fatalf("error decoding response wrapper: %v", err)
}
var resultString string
if err := json.Unmarshal(bodyWrapper.Result, &resultString); err != nil {
resultString = string(bodyWrapper.Result)
}
var got any
if tc.isSimple {
var tables []tableInfo
if err := json.Unmarshal([]byte(resultString), &tables); err != nil {
t.Fatalf("failed to unmarshal outer JSON array into []tableInfo: %v", err)
}
var details []map[string]any
for _, table := range tables {
var d map[string]any
if err := json.Unmarshal([]byte(table.ObjectDetails), &d); err != nil {
t.Fatalf("failed to unmarshal nested ObjectDetails string: %v", err)
}
details = append(details, d)
}
got = details
} else {
if resultString == "null" {
got = nil
} else {
var tables []tableInfo
if err := json.Unmarshal([]byte(resultString), &tables); err != nil {
t.Fatalf("failed to unmarshal outer JSON array into []tableInfo: %v", err)
}
var details []objectDetails
for _, table := range tables {
var d objectDetails
if err := json.Unmarshal([]byte(table.ObjectDetails), &d); err != nil {
t.Fatalf("failed to unmarshal nested ObjectDetails string: %v", err)
}
details = append(details, d)
}
got = details
}
}
opts := []cmp.Option{
cmpopts.SortSlices(func(a, b objectDetails) bool { return a.ObjectName < b.ObjectName }),
cmpopts.SortSlices(func(a, b column) bool { return a.ColumnName < b.ColumnName }),
cmpopts.SortSlices(func(a, b map[string]any) bool { return a["name"].(string) < b["name"].(string) }),
}
// Checking only the current database where the test tables are created to avoid brittle tests.
if tc.isAllTables {
var filteredGot []objectDetails
if got != nil {
for _, item := range got.([]objectDetails) {
if item.SchemaName == databaseName {
filteredGot = append(filteredGot, item)
}
}
}
if len(filteredGot) == 0 {
got = nil
} else {
got = filteredGot
}
}
if diff := cmp.Diff(tc.want, got, opts...); diff != "" {
t.Errorf("Unexpected result: got %#v, want: %#v", got, tc.want)
}
})
}
}
// RunMySQLListActiveQueriesTest run tests against the mysql-list-active-queries tests
func RunMySQLListActiveQueriesTest(t *testing.T, ctx context.Context, pool *sql.DB) {
type queryListDetails struct {
ProcessId any `json:"process_id"`
Query string `json:"query"`
TrxStarted any `json:"trx_started"`
TrxDuration any `json:"trx_duration_seconds"`
TrxWaitDuration any `json:"trx_wait_duration_seconds"`
QueryTime any `json:"query_time"`
TrxState string `json:"trx_state"`
ProcessState string `json:"process_state"`
User string `json:"user"`
TrxRowsLocked any `json:"trx_rows_locked"`
TrxRowsModified any `json:"trx_rows_modified"`
Db string `json:"db"`
}
singleQueryWanted := queryListDetails{
ProcessId: any(nil),
Query: "SELECT sleep(10)",
TrxStarted: any(nil),
TrxDuration: any(nil),
TrxWaitDuration: any(nil),
QueryTime: any(nil),
TrxState: "",
ProcessState: "User sleep",
User: "",
TrxRowsLocked: any(nil),
TrxRowsModified: any(nil),
Db: "",
}
invokeTcs := []struct {
name string
requestBody io.Reader
clientSleepSecs int
waitSecsBeforeCheck int
wantStatusCode int
want any
}{
{
name: "invoke list_active_queries when the system is idle",
requestBody: bytes.NewBufferString(`{}`),
clientSleepSecs: 0,
waitSecsBeforeCheck: 0,
wantStatusCode: http.StatusOK,
want: []queryListDetails(nil),
},
{
name: "invoke list_active_queries when there is 1 ongoing but lower than the threshold",
requestBody: bytes.NewBufferString(`{"min_duration_secs": 100}`),
clientSleepSecs: 10,
waitSecsBeforeCheck: 1,
wantStatusCode: http.StatusOK,
want: []queryListDetails(nil),
},
{
name: "invoke list_active_queries when 1 ongoing query should show up",
requestBody: bytes.NewBufferString(`{"min_duration_secs": 5}`),
clientSleepSecs: 0,
waitSecsBeforeCheck: 5,
wantStatusCode: http.StatusOK,
want: []queryListDetails{singleQueryWanted},
},
{
name: "invoke list_active_queries when 2 ongoing query should show up",
requestBody: bytes.NewBufferString(`{"min_duration_secs": 2}`),
clientSleepSecs: 10,
waitSecsBeforeCheck: 3,
wantStatusCode: http.StatusOK,
want: []queryListDetails{singleQueryWanted, singleQueryWanted},
},
}
var wg sync.WaitGroup
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
if tc.clientSleepSecs > 0 {
wg.Add(1)
go func() {
defer wg.Done()
err := pool.PingContext(ctx)
if err != nil {
t.Errorf("unable to connect to test database: %s", err)
return
}
_, err = pool.ExecContext(ctx, fmt.Sprintf("SELECT sleep(%d);", tc.clientSleepSecs))
if err != nil {
t.Errorf("Executing 'SELECT sleep' failed: %s", err)
}
}()
}
if tc.waitSecsBeforeCheck > 0 {
time.Sleep(time.Duration(tc.waitSecsBeforeCheck) * time.Second)
}
const api = "http://127.0.0.1:5000/api/tool/list_active_queries/invoke"
req, err := http.NewRequest(http.MethodPost, api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %v", err)
}
req.Header.Add("Content-type", "application/json")
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %v", err)
}
defer resp.Body.Close()
if resp.StatusCode != tc.wantStatusCode {
body, _ := io.ReadAll(resp.Body)
t.Fatalf("wrong status code: got %d, want %d, body: %s", resp.StatusCode, tc.wantStatusCode, string(body))
}
if tc.wantStatusCode != http.StatusOK {
return
}
var bodyWrapper struct {
Result json.RawMessage `json:"result"`
}
if err := json.NewDecoder(resp.Body).Decode(&bodyWrapper); err != nil {
t.Fatalf("error decoding response wrapper: %v", err)
}
var resultString string
if err := json.Unmarshal(bodyWrapper.Result, &resultString); err != nil {
resultString = string(bodyWrapper.Result)
}
var got any
var details []queryListDetails
if err := json.Unmarshal([]byte(resultString), &details); err != nil {
t.Fatalf("failed to unmarshal nested ObjectDetails string: %v", err)
}
got = details
if diff := cmp.Diff(tc.want, got, cmp.Comparer(func(a, b queryListDetails) bool {
return a.Query == b.Query && a.ProcessState == b.ProcessState
})); diff != "" {
t.Errorf("Unexpected result: got %#v, want: %#v", got, tc.want)
}
})
}
wg.Wait()
}
func RunMySQLListTablesMissingUniqueIndexes(t *testing.T, ctx context.Context, pool *sql.DB, databaseName string) {
type listDetails struct {
TableSchema string `json:"table_schema"`
TableName string `json:"table_name"`
}
// bunch of wanted
nonUniqueKeyTableName := "t03_non_unqiue_key_table"
noKeyTableName := "t04_no_key_table"
nonUniqueKeyTableWant := listDetails{
TableSchema: databaseName,
TableName: nonUniqueKeyTableName,
}
noKeyTableWant := listDetails{
TableSchema: databaseName,
TableName: noKeyTableName,
}
invokeTcs := []struct {
name string
requestBody io.Reader
newTableName string
newTablePrimaryKey bool
newTableUniqueKey bool
newTableNonUniqueKey bool
wantStatusCode int
want any
}{
{
name: "invoke list_tables_missing_unique_indexes when nothing to be found",
requestBody: bytes.NewBufferString(`{}`),
newTableName: "",
newTablePrimaryKey: false,
newTableUniqueKey: false,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails(nil),
},
{
name: "invoke list_tables_missing_unique_indexes pk table will not show",
requestBody: bytes.NewBufferString(`{}`),
newTableName: "t01",
newTablePrimaryKey: true,
newTableUniqueKey: false,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails(nil),
},
{
name: "invoke list_tables_missing_unique_indexes uk table will not show",
requestBody: bytes.NewBufferString(`{}`),
newTableName: "t02",
newTablePrimaryKey: false,
newTableUniqueKey: true,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails(nil),
},
{
name: "invoke list_tables_missing_unique_indexes non-unique key only table will show",
requestBody: bytes.NewBufferString(`{}`),
newTableName: nonUniqueKeyTableName,
newTablePrimaryKey: false,
newTableUniqueKey: false,
newTableNonUniqueKey: true,
wantStatusCode: http.StatusOK,
want: []listDetails{nonUniqueKeyTableWant},
},
{
name: "invoke list_tables_missing_unique_indexes table with no key at all will show",
requestBody: bytes.NewBufferString(`{}`),
newTableName: noKeyTableName,
newTablePrimaryKey: false,
newTableUniqueKey: false,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails{nonUniqueKeyTableWant, noKeyTableWant},
},
{
name: "invoke list_tables_missing_unique_indexes table w/ both pk & uk will not show",
requestBody: bytes.NewBufferString(`{}`),
newTableName: "t05",
newTablePrimaryKey: true,
newTableUniqueKey: true,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails{nonUniqueKeyTableWant, noKeyTableWant},
},
{
name: "invoke list_tables_missing_unique_indexes table w/ uk & nk will not show",
requestBody: bytes.NewBufferString(`{}`),
newTableName: "t06",
newTablePrimaryKey: false,
newTableUniqueKey: true,
newTableNonUniqueKey: true,
wantStatusCode: http.StatusOK,
want: []listDetails{nonUniqueKeyTableWant, noKeyTableWant},
},
{
name: "invoke list_tables_missing_unique_indexes table w/ pk & nk will not show",
requestBody: bytes.NewBufferString(`{}`),
newTableName: "t07",
newTablePrimaryKey: true,
newTableUniqueKey: false,
newTableNonUniqueKey: true,
wantStatusCode: http.StatusOK,
want: []listDetails{nonUniqueKeyTableWant, noKeyTableWant},
},
{
name: "invoke list_tables_missing_unique_indexes with a non-exist database, nothing to show",
requestBody: bytes.NewBufferString(`{"table_schema": "non-exist-database"}`),
newTableName: "",
newTablePrimaryKey: false,
newTableUniqueKey: false,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails(nil),
},
{
name: "invoke list_tables_missing_unique_indexes with the right database, show everything",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_schema": "%s"}`, databaseName)),
newTableName: "",
newTablePrimaryKey: false,
newTableUniqueKey: false,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails{nonUniqueKeyTableWant, noKeyTableWant},
},
{
name: "invoke list_tables_missing_unique_indexes with limited output",
requestBody: bytes.NewBufferString(`{"limit": 1}`),
newTableName: "",
newTablePrimaryKey: false,
newTableUniqueKey: false,
newTableNonUniqueKey: false,
wantStatusCode: http.StatusOK,
want: []listDetails{nonUniqueKeyTableWant},
},
}
createTableHelper := func(t *testing.T, tableName, databaseName string, primaryKey, uniqueKey, nonUniqueKey bool, ctx context.Context, pool *sql.DB) func() {
var stmt strings.Builder
stmt.WriteString(fmt.Sprintf("CREATE TABLE %s (", tableName))
stmt.WriteString("c1 INT")
if primaryKey {
stmt.WriteString(" PRIMARY KEY")
}
stmt.WriteString(", c2 INT, c3 CHAR(8)")
if uniqueKey {
stmt.WriteString(", UNIQUE(c2)")
}
if nonUniqueKey {
stmt.WriteString(", INDEX(c3)")
}
stmt.WriteString(")")
t.Logf("Creating table: %s", stmt.String())
if _, err := pool.ExecContext(ctx, stmt.String()); err != nil {
t.Fatalf("failed executing %s: %v", stmt.String(), err)
}
return func() {
t.Logf("Dropping table: %s", tableName)
if _, err := pool.ExecContext(ctx, fmt.Sprintf("DROP TABLE %s", tableName)); err != nil {
t.Errorf("failed to drop table %s: %v", tableName, err)
}
}
}
var cleanups []func()
defer func() {
for i := len(cleanups) - 1; i >= 0; i-- {
cleanups[i]()
}
}()
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
if tc.newTableName != "" {
cleanup := createTableHelper(t, tc.newTableName, databaseName, tc.newTablePrimaryKey, tc.newTableUniqueKey, tc.newTableNonUniqueKey, ctx, pool)
cleanups = append(cleanups, cleanup)
}
const api = "http://127.0.0.1:5000/api/tool/list_tables_missing_unique_indexes/invoke"
req, err := http.NewRequest(http.MethodPost, api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %v", err)
}
req.Header.Add("Content-type", "application/json")
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %v", err)
}
defer resp.Body.Close()
if resp.StatusCode != tc.wantStatusCode {
body, _ := io.ReadAll(resp.Body)
t.Fatalf("wrong status code: got %d, want %d, body: %s", resp.StatusCode, tc.wantStatusCode, string(body))
}
if tc.wantStatusCode != http.StatusOK {
return
}
var bodyWrapper struct {
Result json.RawMessage `json:"result"`
}
if err := json.NewDecoder(resp.Body).Decode(&bodyWrapper); err != nil {
t.Fatalf("error decoding response wrapper: %v", err)
}
var resultString string
if err := json.Unmarshal(bodyWrapper.Result, &resultString); err != nil {
resultString = string(bodyWrapper.Result)
}
var got any
var details []listDetails
if err := json.Unmarshal([]byte(resultString), &details); err != nil {
t.Fatalf("failed to unmarshal nested listDetails string: %v", err)
}
got = details
if diff := cmp.Diff(tc.want, got, cmp.Comparer(func(a, b listDetails) bool {
return a.TableSchema == b.TableSchema && a.TableName == b.TableName
})); diff != "" {
t.Errorf("Unexpected result: got %#v, want: %#v", got, tc.want)
}
})
}
}
func RunMySQLListTableFragmentationTest(t *testing.T, databaseName, tableNameParam, tableNameAuth string) {
type tableFragmentationDetails struct {
TableSchema string `json:"table_schema"`
TableName string `json:"table_name"`
DataSize any `json:"data_size"`
IndexSize any `json:"index_size"`
DataFree any `json:"data_free"`
FragmentationPercentage any `json:"fragmentation_percentage"`
}
paramTableEntryWanted := tableFragmentationDetails{
TableSchema: databaseName,
TableName: tableNameParam,
DataSize: any(nil),
IndexSize: any(nil),
DataFree: any(nil),
FragmentationPercentage: any(nil),
}
authTableEntryWanted := tableFragmentationDetails{
TableSchema: databaseName,
TableName: tableNameAuth,
DataSize: any(nil),
IndexSize: any(nil),
DataFree: any(nil),
FragmentationPercentage: any(nil),
}
invokeTcs := []struct {
name string
requestBody io.Reader
wantStatusCode int
want any
}{
{
name: "invoke list_table_fragmentation on all, no data_free threshold, expected to have 2 results",
requestBody: bytes.NewBufferString(`{"data_free_threshold_bytes": 0}`),
wantStatusCode: http.StatusOK,
want: []tableFragmentationDetails{authTableEntryWanted, paramTableEntryWanted},
},
{
name: "invoke list_table_fragmentation on all, no data_free threshold, limit to 1, expected to have 1 results",
requestBody: bytes.NewBufferString(`{"data_free_threshold_bytes": 0, "limit": 1}`),
wantStatusCode: http.StatusOK,
want: []tableFragmentationDetails{authTableEntryWanted},
},
{
name: "invoke list_table_fragmentation on all databases and 1 specific table name, no data_free threshold, expected to have 1 result",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_name": "%s","data_free_threshold_bytes": 0}`, tableNameAuth)),
wantStatusCode: http.StatusOK,
want: []tableFragmentationDetails{authTableEntryWanted},
},
{
name: "invoke list_table_fragmentation on 1 database and 1 specific table name, no data_free threshold, expected to have 1 result",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_schema": "%s", "table_name": "%s", "data_free_threshold_bytes": 0}`, databaseName, tableNameParam)),
wantStatusCode: http.StatusOK,
want: []tableFragmentationDetails{paramTableEntryWanted},
},
{
name: "invoke list_table_fragmentation on 1 database and 1 specific table name, high data_free threshold, expected to have 0 result",
requestBody: bytes.NewBufferString(fmt.Sprintf(`{"table_schema": "%s", "table_name": "%s", "data_free_threshold_bytes": 1000000000}`, databaseName, tableNameParam)),
wantStatusCode: http.StatusOK,
want: []tableFragmentationDetails(nil),
},
{
name: "invoke list_table_fragmentation on 1 non-exist database, no data_free threshold, expected to have 0 result",
requestBody: bytes.NewBufferString(`{"table_schema": "non_existent_database", "data_free_threshold_bytes": 0}`),
wantStatusCode: http.StatusOK,
want: []tableFragmentationDetails(nil),
},
{
name: "invoke list_table_fragmentation on 1 non-exist table, no data_free threshold, expected to have 0 result",
requestBody: bytes.NewBufferString(`{"table_name": "non_existent_table", "data_free_threshold_bytes": 0}`),
wantStatusCode: http.StatusOK,
want: []tableFragmentationDetails(nil),
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
const api = "http://127.0.0.1:5000/api/tool/list_table_fragmentation/invoke"
req, err := http.NewRequest(http.MethodPost, api, tc.requestBody)
if err != nil {
t.Fatalf("unable to create request: %v", err)
}
req.Header.Add("Content-type", "application/json")
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %v", err)
}
defer resp.Body.Close()
if resp.StatusCode != tc.wantStatusCode {
body, _ := io.ReadAll(resp.Body)
t.Fatalf("wrong status code: got %d, want %d, body: %s", resp.StatusCode, tc.wantStatusCode, string(body))
}
if tc.wantStatusCode != http.StatusOK {
return
}
var bodyWrapper struct {
Result json.RawMessage `json:"result"`
}
if err := json.NewDecoder(resp.Body).Decode(&bodyWrapper); err != nil {
t.Fatalf("error decoding response wrapper: %v", err)
}
var resultString string
if err := json.Unmarshal(bodyWrapper.Result, &resultString); err != nil {
resultString = string(bodyWrapper.Result)
}
var got any
var details []tableFragmentationDetails
if err := json.Unmarshal([]byte(resultString), &details); err != nil {
t.Fatalf("failed to unmarshal outer JSON array into []tableInfo: %v", err)
}
got = details
if diff := cmp.Diff(tc.want, got, cmp.Comparer(func(a, b tableFragmentationDetails) bool {
return a.TableSchema == b.TableSchema && a.TableName == b.TableName
})); diff != "" {
t.Errorf("Unexpected result: got %#v, want: %#v", got, tc.want)
}
})
}
}
// RunMSSQLListTablesTest run tests againsts the mssql-list-tables tools.
func RunMSSQLListTablesTest(t *testing.T, tableNameParam, tableNameAuth string) {
// TableNameParam columns to construct want.
const paramTableColumns = `[
{"column_name": "id", "data_type": "INT", "column_ordinal_position": 1, "is_not_nullable": true},
{"column_name": "name", "data_type": "VARCHAR(255)", "column_ordinal_position": 2, "is_not_nullable": false}
]`
// TableNameAuth columns to construct want
const authTableColumns = `[
{"column_name": "id", "data_type": "INT", "column_ordinal_position": 1, "is_not_nullable": true},
{"column_name": "name", "data_type": "VARCHAR(255)", "column_ordinal_position": 2, "is_not_nullable": false},
{"column_name": "email", "data_type": "VARCHAR(255)", "column_ordinal_position": 3, "is_not_nullable": false}
]`
const (
// Template to construct detailed output want.
detailedObjectTemplate = `{
"schema_name": "dbo",
"object_name": "%[1]s",
"object_details": {
"owner": "dbo",
"triggers": [],
"columns": %[2]s,
"object_name": "%[1]s",
"object_type": "TABLE",
"schema_name": "dbo"
}
}`
// Template to construct simple output want
simpleObjectTemplate = `{"object_name":"%s", "schema_name":"dbo", "object_details":{"name":"%s"}}`
)
// Helper to build json for detailed want
getDetailedWant := func(tableName, columnJSON string) string {
return fmt.Sprintf(detailedObjectTemplate, tableName, columnJSON)
}
// Helper to build template for simple want
getSimpleWant := func(tableName string) string {
return fmt.Sprintf(simpleObjectTemplate, tableName, tableName)
}
invokeTcs := []struct {
name string
api string
requestBody string
wantStatusCode int
want string
isAllTables bool
}{
{
name: "invoke list_tables for all tables detailed output",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: `{"table_names": ""}`,
wantStatusCode: http.StatusOK,
want: fmt.Sprintf("[%s,%s]", getDetailedWant(tableNameAuth, authTableColumns), getDetailedWant(tableNameParam, paramTableColumns)),
isAllTables: true,
},
{
name: "invoke list_tables for all tables simple output",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: `{"table_names": "", "output_format": "simple"}`,
wantStatusCode: http.StatusOK,
want: fmt.Sprintf("[%s,%s]", getSimpleWant(tableNameAuth), getSimpleWant(tableNameParam)),
isAllTables: true,
},
{
name: "invoke list_tables detailed output",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: fmt.Sprintf(`{"table_names": "%s"}`, tableNameAuth),
wantStatusCode: http.StatusOK,
want: fmt.Sprintf("[%s]", getDetailedWant(tableNameAuth, authTableColumns)),
},
{
name: "invoke list_tables simple output",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: fmt.Sprintf(`{"table_names": "%s", "output_format": "simple"}`, tableNameAuth),
wantStatusCode: http.StatusOK,
want: fmt.Sprintf("[%s]", getSimpleWant(tableNameAuth)),
},
{
name: "invoke list_tables with invalid output format",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: `{"table_names": "", "output_format": "abcd"}`,
wantStatusCode: http.StatusBadRequest,
},
{
name: "invoke list_tables with malformed table_names parameter",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: `{"table_names": 12345, "output_format": "detailed"}`,
wantStatusCode: http.StatusBadRequest,
},
{
name: "invoke list_tables with multiple table names",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: fmt.Sprintf(`{"table_names": "%s,%s"}`, tableNameParam, tableNameAuth),
wantStatusCode: http.StatusOK,
want: fmt.Sprintf("[%s,%s]", getDetailedWant(tableNameAuth, authTableColumns), getDetailedWant(tableNameParam, paramTableColumns)),
},
{
name: "invoke list_tables with non-existent table",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: `{"table_names": "non_existent_table"}`,
wantStatusCode: http.StatusOK,
want: `null`,
},
{
name: "invoke list_tables with one existing and one non-existent table",
api: "http://127.0.0.1:5000/api/tool/list_tables/invoke",
requestBody: fmt.Sprintf(`{"table_names": "%s,non_existent_table"}`, tableNameParam),
wantStatusCode: http.StatusOK,
want: fmt.Sprintf("[%s]", getDetailedWant(tableNameParam, paramTableColumns)),
},
}
for _, tc := range invokeTcs {
t.Run(tc.name, func(t *testing.T) {
resp, respBytes := RunRequest(t, http.MethodPost, tc.api, bytes.NewBuffer([]byte(tc.requestBody)), nil)
if resp.StatusCode != tc.wantStatusCode {
t.Fatalf("response status code is not %d, got %d: %s", tc.wantStatusCode, resp.StatusCode, string(respBytes))
}
if tc.wantStatusCode == http.StatusOK {
var bodyWrapper map[string]json.RawMessage
if err := json.Unmarshal(respBytes, &bodyWrapper); err != nil {
t.Fatalf("error parsing response wrapper: %s, body: %s", err, string(respBytes))
}
resultJSON, ok := bodyWrapper["result"]
if !ok {
t.Fatal("unable to find 'result' in response body")
}
var resultString string
if err := json.Unmarshal(resultJSON, &resultString); err != nil {
if string(resultJSON) == "null" {
resultString = "null"
} else {
t.Fatalf("'result' is not a JSON-encoded string: %s", err)
}
}
var got, want []any
if err := json.Unmarshal([]byte(resultString), &got); err != nil {
t.Fatalf("failed to unmarshal actual result string: %v", err)
}
if err := json.Unmarshal([]byte(tc.want), &want); err != nil {
t.Fatalf("failed to unmarshal expected want string: %v", err)
}
for _, item := range got {
itemMap, ok := item.(map[string]any)
if !ok {
continue
}
detailsStr, ok := itemMap["object_details"].(string)
if !ok {
continue
}
var detailsMap map[string]any
if err := json.Unmarshal([]byte(detailsStr), &detailsMap); err != nil {
t.Fatalf("failed to unmarshal nested object_details string: %v", err)
}
// clean unpredictable fields
delete(detailsMap, "constraints")
delete(detailsMap, "indexes")
itemMap["object_details"] = detailsMap
}
// Checking only the default dbo schema where the test tables are created to avoid brittle tests.
if tc.isAllTables {
var filteredGot []any
for _, item := range got {
if tableMap, ok := item.(map[string]interface{}); ok {
if schema, ok := tableMap["schema_name"]; ok && schema == "dbo" {
filteredGot = append(filteredGot, item)
}
}
}
got = filteredGot
}
sort.SliceStable(got, func(i, j int) bool {
return fmt.Sprintf("%v", got[i]) < fmt.Sprintf("%v", got[j])
})
sort.SliceStable(want, func(i, j int) bool {
return fmt.Sprintf("%v", want[i]) < fmt.Sprintf("%v", want[j])
})
if !reflect.DeepEqual(got, want) {
gotJSON, _ := json.MarshalIndent(got, "", " ")
wantJSON, _ := json.MarshalIndent(want, "", " ")
t.Errorf("Unexpected result:\ngot:\n%s\n\nwant:\n%s", string(gotJSON), string(wantJSON))
}
}
})
}
}
// RunRequest is a helper function to send HTTP requests and return the response
func RunRequest(t *testing.T, method, url string, body io.Reader, headers map[string]string) (*http.Response, []byte) {
// Send request
req, err := http.NewRequest(method, url, body)
if err != nil {
t.Fatalf("unable to create request: %s", err)
}
req.Header.Set("Content-type", "application/json")
for k, v := range headers {
req.Header.Set(k, v)
}
resp, err := http.DefaultClient.Do(req)
if err != nil {
t.Fatalf("unable to send request: %s", err)
}
respBody, err := io.ReadAll(resp.Body)
if err != nil {
t.Fatalf("unable to read request body: %s", err)
}
defer resp.Body.Close()
return resp, respBody
}
```