| # Licensed to the Apache Software Foundation (ASF) under one | |
| # or more contributor license agreements. See the NOTICE file | |
| # distributed with this work for additional information | |
| # regarding copyright ownership. The ASF licenses this file | |
| # to you under the Apache License, Version 2.0 (the | |
| # "License"); you may not use this file except in compliance | |
| # with the License. You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, | |
| # software distributed under the License is distributed on an | |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
| # KIND, either express or implied. See the License for the | |
| # specific language governing permissions and limitations | |
| # under the License. | |
| import data_loading | |
| import features | |
| import model_pipeline | |
| import sets | |
| from hamilton import driver | |
| def custom_style(*, node, node_class): | |
| """Custom style function for the visualization.""" | |
| if node.tags.get("PII"): | |
| style = ({"fillcolor": "aquamarine"}, node_class, "PII") | |
| elif node.tags.get("owner") == "data-science": | |
| style = ({"fillcolor": "olive"}, node_class, "data-science") | |
| elif node.tags.get("owner") == "data-engineering": | |
| style = ({"fillcolor": "lightsalmon"}, node_class, "data-engineering") | |
| else: | |
| style = ({}, node_class, None) | |
| return style | |
| dr = driver.Builder().with_modules(data_loading, features, sets, model_pipeline).build() | |
| dr.display_all_functions("dag", custom_style_function=custom_style) |