{"id":4372,"date":"2025-08-09T05:53:22","date_gmt":"2025-08-09T05:53:22","guid":{"rendered":"https:\/\/uplatz.com\/blog\/?p=4372"},"modified":"2025-08-09T06:15:20","modified_gmt":"2025-08-09T06:15:20","slug":"dagster-flashcards","status":"publish","type":"post","link":"https:\/\/uplatz.com\/blog\/dagster-flashcards\/","title":{"rendered":"Dagster Flashcards"},"content":{"rendered":"<p><!-- Dagster Flashcards (scoped styles, no external refs) --><\/p>\n<div style=\"margin: 30px 0;\">\n<style>\n    .wp-dagster-fc { font-family: Arial, sans-serif; }\n    .wp-dagster-fc .heading{\n      background: linear-gradient(135deg, #0ea5e9, #14b8a6);\n      color:#fff; padding:22px 20px; border-radius:12px;\n      text-align:center; margin-bottom:24px;\n    }\n    .wp-dagster-fc .heading h2{ margin:0; font-size:1.8rem; }\n    .wp-dagster-fc .heading p{ margin:6px 0 0; font-size:1rem; opacity:.95; }\n    .wp-dagster-fc .grid{\n      display:grid; gap:18px;\n      grid-template-columns: repeat(auto-fit, minmax(260px, 1fr));\n    }\n    .wp-dagster-fc .card{\n      background:#f8fafc; border-left:6px solid #0ea5e9;\n      padding:18px; border-radius:12px;\n      box-shadow:0 6px 14px rgba(0,0,0,.06);\n      transition:transform .15s ease;\n    }\n    .wp-dagster-fc .card:hover{ transform: translateY(-4px); }\n    .wp-dagster-fc .card h3{ margin:0 0 8px; font-size:1.1rem; color:#0f172a; }\n    .wp-dagster-fc .card p{ margin:0; font-size:.95rem; color:#475569; line-height:1.5; }\n  <\/style>\n<div class=\"wp-dagster-fc\">\n<div class=\"heading\">\n<h2>\ud83e\udde9 Dagster Flashcards<\/h2>\n<p>Data orchestrator for building, scheduling, and observing data assets<\/p>\n<\/p><\/div>\n<div class=\"grid\">\n<div class=\"card\" style=\"border-left-color:#0ea5e9; background:#e0f2fe;\">\n<h3>\ud83d\udca1 What is Dagster?<\/h3>\n<p>An open-source data orchestrator focused on assets, reliability, and developer productivity for data platforms.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#10b981; background:#ecfdf5;\">\n<h3>\ud83e\uddf1 Software-Defined Assets (SDAs)<\/h3>\n<p>Declare data assets as first-class objects with code-defined dependencies, metadata, and lineage.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#f59e0b; background:#fef3c7;\">\n<h3>\u2699\ufe0f Ops &#038; Jobs<\/h3>\n<p><strong>Ops<\/strong> are reusable computation units. <strong>Jobs<\/strong> assemble ops\/assets into executable graphs.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#8b5cf6; background:#ede9fe;\">\n<h3>\ud83e\uddf0 Resources<\/h3>\n<p>Inject external systems (DBs, APIs, warehouses) as typed resources for clean, testable I\/O.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#ef4444; background:#fee2e2;\">\n<h3>\ud83d\uddc2\ufe0f Partitions &#038; Backfills<\/h3>\n<p>Partition assets by time or keys, run selective backfills, and track progress with granular observability.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#0ea5e9; background:#e0f2fe;\">\n<h3>\ud83d\udce6 IO Managers<\/h3>\n<p>Pluggable storage for passing data between ops\/assets (e.g., files, object stores, dataframes, tables).<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#d946ef; background:#fae8ff;\">\n<h3>\u23f0 Schedules &#038; Sensors<\/h3>\n<p>Trigger jobs on cron-like schedules or react to external events (new files, table updates, custom signals).<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#14b8a6; background:#f0fdf4;\">\n<h3>\ud83e\uddea Type System &#038; Config<\/h3>\n<p>Typed inputs\/outputs, schema-validated run config, and rich metadata for runtime safety and clarity.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#f97316; background:#fff7ed;\">\n<h3>\ud83d\udd2d Observability<\/h3>\n<p>Asset materializations, checks, run logs, and lineage views in the UI for debugging and governance.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#6366f1; background:#eef2ff;\">\n<h3>\ud83d\udda5\ufe0f Dagster UI<\/h3>\n<p>Visualize graphs, kick off runs, watch logs, inspect partitions, and manage schedules\/sensors from the web UI.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#7c3aed; background:#f5f3ff;\">\n<h3>\ud83d\udd17 Integrations<\/h3>\n<p>Works with dbt, Spark, Pandas\/Polars, Snowflake, BigQuery, Redshift, Airbyte\/Fivetran, Kafka, and more.<\/p>\n<\/p><\/div>\n<div class=\"card\" style=\"border-left-color:#22c55e; background:#dcfce7;\">\n<h3>\ud83d\ude80 Deployment<\/h3>\n<p>Run locally, on Kubernetes, with Dagster Cloud (managed), or hybrid. CI\/CD-friendly with code locations.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\ud83e\udde9 Dagster Flashcards Data orchestrator for building, scheduling, and observing data assets \ud83d\udca1 What is Dagster? An open-source data orchestrator focused on assets, reliability, and developer productivity for data platforms. <span class=\"readmore\"><a href=\"https:\/\/uplatz.com\/blog\/dagster-flashcards\/\">Read More &#8230;<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2457,2392],"tags":[],"class_list":["post-4372","post","type-post","status-publish","format-standard","hentry","category-dagster","category-flashcards"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Dagster Flashcards | Uplatz Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uplatz.com\/blog\/dagster-flashcards\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dagster Flashcards | Uplatz Blog\" \/>\n<meta property=\"og:description\" content=\"\ud83e\udde9 Dagster Flashcards Data orchestrator for building, scheduling, and observing data assets \ud83d\udca1 What is Dagster? 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