version 0.4

.dockerignore

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+.git

Dockerfile

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+FROM continuumio/miniconda3:latest
+
+MAINTAINER JianKai Wang "https://jiankaiwang.no-ip.biz"
+
+ADD . /app
+WORKDIR /app
+
+RUN pip install mlflow

quickstart/mlflow_tracking.py

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+import os
+from random import random, randint
+
+from mlflow import log_metric, log_param, log_artifacts
+
+if __name__ == "__main__":
+    print("Running mlflow_tracking.py")
+
+    log_param("param1", randint(0, 100))
+    
+    log_metric("foo", random())
+    log_metric("foo", random() + 1)
+    log_metric("foo", random() + 2)
+
+    if not os.path.exists("outputs"):
+        os.makedirs("outputs")
+    with open("outputs/test.txt", "w") as f:
+        f.write("hello world!")
+
+    log_artifacts("outputs")