{"ok": true, "database": "tils", "table": "til", "rows": [{"path": "amplitude_export-events-to-datasette.md", "topic": "amplitude", "title": "Exporting Amplitude events to SQLite", "url": "https://github.com/simonw/til/blob/main/amplitude/export-events-to-datasette.md", "body": "[Amplitude](https://amplitude.com/) offers an \"Export Data\" button in the project settings page. This can export up to 365 days of events (up to 4GB per export), where the export is a zip file containing `*.json.gz` gzipped newline-delimited JSON.\n\nYou can export multiple times, so if you have more than a year of events you can export them by specifying different date ranges. It's OK to overlap these ranges as each event has a uniue `uuid` that can be used to de-duplicate them.\n\nHere's how to import that into a SQLite database using `sqlite-utils`:\n```\nunzip export # The exported file does not have a .zip extension for some reason\ncd DIRECTORY_CREATED_FROM_EXPORT\ngzcat *.json.gz | sqlite-utils insert amplitude.db events --nl --alter --pk uuid --ignore -\n```\nSince we are using `--pk uuid` and `--ignore` it's safe to run this against as many exported `*.json.gz` files as you like, including exports that overlap each other.\n\nThen run `datasette amplitude.db` to browse the results.", "html": "<p><a href=\"https://amplitude.com/\" rel=\"nofollow\">Amplitude</a> offers an \"Export Data\" button in the project settings page. This can export up to 365 days of events (up to 4GB per export), where the export is a zip file containing <code>*.json.gz</code> gzipped newline-delimited JSON.</p>\n<p>You can export multiple times, so if you have more than a year of events you can export them by specifying different date ranges. It's OK to overlap these ranges as each event has a uniue <code>uuid</code> that can be used to de-duplicate them.</p>\n<p>Here's how to import that into a SQLite database using <code>sqlite-utils</code>:</p>\n<pre><code>unzip export # The exported file does not have a .zip extension for some reason\ncd DIRECTORY_CREATED_FROM_EXPORT\ngzcat *.json.gz | sqlite-utils insert amplitude.db events --nl --alter --pk uuid --ignore -\n</code></pre>\n<p>Since we are using <code>--pk uuid</code> and <code>--ignore</code> it's safe to run this against as many exported <code>*.json.gz</code> files as you like, including exports that overlap each other.</p>\n<p>Then run <code>datasette amplitude.db</code> to browse the results.</p>\n", "shot": {"$base64": true, "encoded": 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"}, "created": "2021-06-06T13:56:09-07:00", "created_utc": "2021-06-06T20:56:09+00:00", "updated": "2021-06-06T13:56:09-07:00", "updated_utc": "2021-06-06T20:56:09+00:00", "shot_hash": "e12c89da0cb3c1fabcf189aaed72925a", "slug": "export-events-to-datasette"}], "primary_keys": ["path"], "primary_key_values": ["amplitude_export-events-to-datasette.md"], "query_ms": 2.0428990028449334, "truncated": false}