{"id":21334785,"url":"https://github.com/oceanstreamio/saildrone-dataflows","last_synced_at":"2025-07-22T09:09:32.330Z","repository":{"id":263415393,"uuid":"862227458","full_name":"OceanStreamIO/saildrone-dataflows","owner":"OceanStreamIO","description":null,"archived":false,"fork":false,"pushed_at":"2025-07-17T22:08:08.000Z","size":3278,"stargazers_count":1,"open_issues_count":2,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-17T23:10:46.032Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/OceanStreamIO.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":"2024-09-24T08:51:08.000Z","updated_at":"2025-07-17T22:08:12.000Z","dependencies_parsed_at":"2024-11-18T12:56:05.296Z","dependency_job_id":"7789076a-ad7a-4895-a5b7-a0077e9cbc67","html_url":"https://github.com/OceanStreamIO/saildrone-dataflows","commit_stats":null,"previous_names":["oceanstreamio/saildrone-dataflows"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/OceanStreamIO/saildrone-dataflows","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OceanStreamIO%2Fsaildrone-dataflows","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OceanStreamIO%2Fsaildrone-dataflows/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OceanStreamIO%2Fsaildrone-dataflows/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OceanStreamIO%2Fsaildrone-dataflows/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OceanStreamIO","download_url":"https://codeload.github.com/OceanStreamIO/saildrone-dataflows/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OceanStreamIO%2Fsaildrone-dataflows/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266463451,"owners_count":23932900,"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":"2025-07-22T02:00:09.085Z","response_time":66,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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":"2024-11-21T23:26:38.367Z","updated_at":"2025-07-22T09:09:32.294Z","avatar_url":"https://github.com/OceanStreamIO.png","language":"Jupyter Notebook","readme":"# Saildrone Dataflows\n\nThis repository contains the dataflows for processing the Saildrone 2023 raw data. The dataflows are written in Python using echopype and Prefect.\n\n\u003cimg width=\"800\" alt=\"Saildrone\" src=\"https://github.com/user-attachments/assets/8eb78bb2-ffdd-47d3-8d79-3054ed05f834\"\u003e\n\nMore information of using Saildrones at NOAA Fisheries: https://www.fisheries.noaa.gov/feature-story/detecting-fish-ocean-going-robots-complement-ship-based-surveys\n\n## Running the Dask Cluster\n\nTo run the Dask cluster locally on your machine, follow these steps:\n\n1. First, enable the venv:\n```\ncd saildrone-dataflow\nsource venv/bin/activate\n```\n2. Start the scheduler:\n```\ndask scheduler\n```\n\nThis will output something like:\n```\n2025-03-07 12:16:05,158 - distributed.scheduler - INFO - -----------------------------------------------\n2025-03-07 12:16:05,563 - distributed.scheduler - INFO - State start\n2025-03-07 12:16:05,566 - distributed.scheduler - INFO - -----------------------------------------------\n2025-03-07 12:16:05,567 - distributed.scheduler - INFO -   Scheduler at:  tcp://192.168.1.100:8786\n2025-03-07 12:16:05,567 - distributed.scheduler - INFO -   dashboard at:  http://192.168.1.100:8787/status\n2025-03-07 12:16:05,567 - distributed.scheduler - INFO - Registering Worker plugin shuffle\n```\n\nCopy the tcp address: `tcp://192.168.1.100:8786`\n\n3. Start the workers\nOpen another terminal window and enable the venv again (step 1), then run the following and specify the number of workers/threads desired.\n\nThis will start 4 workers with 1 threads each:\n\n```\n./start-dask-worker.sh tcp://0.0.0.0:8786 --nthreads 1 --nworkers 4\n```\n\nTo specify the memory limit per worker, add the `--memory-limit` argument, e.g.\n\n\n```\n./start-dask-worker.sh tcp://0.0.0.0:8786 --nthreads 1 --nworkers 4 `--memory-limit 8G\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foceanstreamio%2Fsaildrone-dataflows","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Foceanstreamio%2Fsaildrone-dataflows","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foceanstreamio%2Fsaildrone-dataflows/lists"}