Ville Tuulos tuulos

Helping data and ML practitioners with human-centric infrastructure. Started Metaflow at Netflix, now CEO / co-founder at outerbounds.com

tuulos / deployui.py

Created March 1, 2025 03:08

	import streamlit as st
	import streamlit.components.v1 as components

	from metaflow import Flow, Run, namespace
	from metaflow.cards import get_cards
	from metaflow.integrations import ArgoEvent

	CARD_PREFIX = '/p/default/api/flows'
	RUN_PREFIX = '/dashboard/runs/p/default'

tuulos / test.html

Created August 8, 2024 04:27

<html><body><h1>hello world</h1></body></html>

tuulos / vscode_open_notebook.ts

Last active August 7, 2024 04:12

	async function openFile(uri) {
	const options = {
	preview: false,
	viewColumn: vscode.ViewColumn.One,
	};
	const workspaceFolder = getWorkspaceUri();
	const docURI = vscode.Uri.joinPath(workspaceFolder, uri.path);
	const files = await vscode.workspace.textDocuments.filter(doc => doc.fileName === docURI.fsPath);
	if (files.length === 0) {
	// no active file, open it and return

tuulos / metaflow-cheat-sheet.d2

Created August 1, 2024 07:43

tuulos / pydanticflow.py

Created July 23, 2024 03:00

	from metaflow import FlowSpec, Parameter, step, JSONType, Task, current
	from datetime import datetime
	from functools import wraps
	from pydantic import BaseModel

	class Config(BaseModel):
	id: int
	name = 'John Doe'

	def validate(f):

tuulos / pydanticflow.py

Created July 2, 2024 18:35

	from metaflow import FlowSpec, Parameter, step, JSONType, Task, current
	from datetime import datetime
	from functools import wraps
	from pydantic import BaseModel

	class Config(BaseModel):
	id: int
	name = 'John Doe'

	def validate(f):

tuulos / trigger_and_wait.ts

Created May 10, 2024 04:09

	import { spawnSync, ChildProcessWithoutNullStreams } from "child_process";
	import { readFileSync } from 'fs';

	import tmp from 'tmp';
	tmp.setGracefulCleanup();

	function waitFlow(flowname: string,
	runID: string,
	resolve: (reason?: any) => void,
	reject: (value?: any) => void) {

tuulos / nbrun.py

Created May 10, 2024 00:19

	from metaflow import metaflow_runner
	from tempfile import NamedTemporaryFile
	import ast

	# fixme - it runner shouldn't require nest_asyncio in notebooks
	import nest_asyncio
	nest_asyncio.apply()

	def get_cell():
	from IPython import get_ipython

tuulos / sentry_decorator.py

Created May 7, 2024 18:30

	from metaflow import FlowSpec, step

	from functools import wraps

	def log_to_sentry(x):
	print('sentry', x)

	def sentry_logger(f):
	@wraps(f)
	def func(self):

tuulos / send_event.py

Created September 27, 2023 04:52

send events to OBP

	import os
	import json
	from subprocess import check_call

	import click

	def assume_role(role_arn):
	import boto3
	sts_client = boto3.client('sts')