{"id":19548848,"url":"https://github.com/sbcd90/tensorflow-serving-gatling-extension","last_synced_at":"2025-10-10T09:45:52.844Z","repository":{"id":146466598,"uuid":"123078507","full_name":"sbcd90/tensorflow-serving-gatling-extension","owner":"sbcd90","description":"A project to stress test tensorflow-serving using gatling","archived":false,"fork":false,"pushed_at":"2018-02-27T05:39:40.000Z","size":1703,"stargazers_count":2,"open_issues_count":0,"forks_count":3,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-26T20:33:55.760Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Scala","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sbcd90.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2018-02-27T05:39:11.000Z","updated_at":"2018-03-11T12:30:50.000Z","dependencies_parsed_at":"2023-08-15T02:30:32.842Z","dependency_job_id":null,"html_url":"https://github.com/sbcd90/tensorflow-serving-gatling-extension","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sbcd90/tensorflow-serving-gatling-extension","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbcd90%2Ftensorflow-serving-gatling-extension","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbcd90%2Ftensorflow-serving-gatling-extension/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbcd90%2Ftensorflow-serving-gatling-extension/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbcd90%2Ftensorflow-serving-gatling-extension/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sbcd90","download_url":"https://codeload.github.com/sbcd90/tensorflow-serving-gatling-extension/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbcd90%2Ftensorflow-serving-gatling-extension/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279003406,"owners_count":26083581,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-10T02:00:06.843Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-11T03:57:11.668Z","updated_at":"2025-10-10T09:45:52.836Z","avatar_url":"https://github.com/sbcd90.png","language":"Scala","funding_links":[],"categories":[],"sub_categories":[],"readme":"tensorflow-serving-gatling-extension\n====================================\n\n[Gatling](http://gatling.io/#/) is an open-source load testing framework. The `Tensorflow-serving Gatling extension` can be used for stress testing an existing Tensorflow-serving installation using `Gatling`.\n\n## Compatibility\n\nThe extension uses latest released version of Gatling `2.2` and latest version of Grpc libraries `1.10.0`.\n\n## Installation\n\n### Installation from source\n\n```\nmvn clean install -Ppackage-only\n```\n\n## Getting Started\n\n### Prerequisites\n\n- Install `tensorflow-serving` following [link](https://www.tensorflow.org/serving/setup)\n\n### Steps\n\n- Start \u0026 load a simple tensorflow-serving server by following the steps.\n\n```\ncd src/test/resources\ntensorflow_model_server --port=9000 --model_config_file=models.conf\n```\n\n- Run a simple load test using sample data.\n\n```\nmvn gatling:execute -Dgatling.simulationClass=io.gatling.simulation.BasicSimulation\n```\n\n## Parameters\n\n- `host` : The tensorflow-serving host to which gatling will fire requests.\n\n- `port` : The tensorflow-serving port to which gatling will fire requests.\n\n- `models` : A list of models \u0026 their corresponding versions hosted by tensorflow-serving to which gatling will fire requests.\n\n- `inputParam` : The input Parameter to run the model.\n\n- `outputParam` : The output Parameter which gives the results.\n\n- `imagePath` : The path to the images used for prediction.\n\n- `labelPath` : The path to the labels used for prediction.\n\n## Examples\n\n- To run multiple requests on a single model `io.gatling.simulation.BasicSimulation.scala`\n- To run multiple requests on multiple models `io.gatling.simulation.MultiModelSimulation.scala`\n\n## Todos\n\n- Currently, the plugin is tightly coupled for testing `mnist models` only. If there are feature requests, this project can be made\nmore generic.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsbcd90%2Ftensorflow-serving-gatling-extension","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsbcd90%2Ftensorflow-serving-gatling-extension","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsbcd90%2Ftensorflow-serving-gatling-extension/lists"}