{"id":19350901,"url":"https://github.com/strmprivacy/blogpost-dss","last_synced_at":"2025-10-23T21:29:19.168Z","repository":{"id":104983687,"uuid":"536933475","full_name":"strmprivacy/blogpost-dss","owner":"strmprivacy","description":"An example notebook to work with STRM Privacy batch jobs and the Data Subjects API to easily retrieve data for Data Subject Requests (like a DSAR)","archived":false,"fork":false,"pushed_at":"2022-09-20T13:22:06.000Z","size":5215,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-09T02:26:54.665Z","etag":null,"topics":["batch-processing","gdpr","gdpr-compliant","privacy","privacy-enhancing-technologies","privacy-tools"],"latest_commit_sha":null,"homepage":"https://strmprivacy.io/posts/batchjobs-and-datasubjects/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/strmprivacy.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}},"created_at":"2022-09-15T08:29:55.000Z","updated_at":"2023-01-05T13:55:44.000Z","dependencies_parsed_at":null,"dependency_job_id":"e1f1a597-d1bd-4a43-8339-83dfefe31f95","html_url":"https://github.com/strmprivacy/blogpost-dss","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strmprivacy%2Fblogpost-dss","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strmprivacy%2Fblogpost-dss/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strmprivacy%2Fblogpost-dss/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/strmprivacy%2Fblogpost-dss/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/strmprivacy","download_url":"https://codeload.github.com/strmprivacy/blogpost-dss/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240459810,"owners_count":19804779,"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","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":["batch-processing","gdpr","gdpr-compliant","privacy","privacy-enhancing-technologies","privacy-tools"],"created_at":"2024-11-10T04:34:19.372Z","updated_at":"2025-10-23T21:29:19.114Z","avatar_url":"https://github.com/strmprivacy.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# STRM Privacy Batch Jobs and Data Subjects API\n\nSTRM Privacy is a privacy-focused data platform. This notebook is part of the tutorial on working with STRM Privacy's Batch Jobs and Data Subjects API: https://strmprivacy.io/posts/batchjobs-and-datasubjects/\n\n## What is what\n- With *STRM Batch Jobs*, you can process data in batches according to a privacy-focused _data contract_, from and to batch destinations (mostly buckets/storage)\n- With the *Data Subjects API* you can easily locate and operate on a data subject's data through its keylink (as long as that data is processed through STRM).\n\n## Content\nIn this notebook you can find an example of\n- Processing the UCI online retail dataset as batch job\n- Setting up a data connector to read from and write into storage\n- Defining a data contract and sending data according to it\n- Configuring the batch job via a config JSON\n- Executing the job itself\n- Parsing and processing the encrypted dataset and working with the keys\n- Querying the Data Subjects API to find all data related to a Data Subject\n\n## Sounds great\nIt does! STRM's Batch Jobs and Data Subjects API means:\n- You can process regular workloads and add privacy by design to them\n- Re-process existing data (as you probably don't know how you obtained it - oopsie)\n- Easily and cheaply fulfill Data Subject Request through the Data Subjects API (via an associated keylink)\n- And for deletion requests (RTBF - Right to be Forgotten) you can even fulfill them by just throwing away the keys (and only keep the anonymous data)\n-  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstrmprivacy%2Fblogpost-dss","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstrmprivacy%2Fblogpost-dss","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstrmprivacy%2Fblogpost-dss/lists"}