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| 1 | +#!/usr/bin/env python |
| 2 | +# coding: utf-8 |
| 3 | + |
| 4 | +# # Aiida |
| 5 | + |
| 6 | +# ## Define workflow with aiida |
| 7 | + |
| 8 | +# In[1]: |
| 9 | + |
| 10 | + |
| 11 | +from python_workflow_definition.aiida import write_workflow_json |
| 12 | + |
| 13 | +from aiida_workgraph import WorkGraph, task |
| 14 | +from aiida import orm, load_profile |
| 15 | +load_profile() |
| 16 | + |
| 17 | +workflow_json_filename = "aiida_simple.json" |
| 18 | + |
| 19 | + |
| 20 | +# In[2]: |
| 21 | + |
| 22 | + |
| 23 | +from workflow import ( |
| 24 | + get_sum as _get_sum, |
| 25 | + get_prod_and_div as _get_prod_and_div, |
| 26 | + get_square as _get_square, |
| 27 | +) |
| 28 | + |
| 29 | + |
| 30 | +# In[3]: |
| 31 | + |
| 32 | + |
| 33 | +wg = WorkGraph("arithmetic") |
| 34 | + |
| 35 | + |
| 36 | +# In[4]: |
| 37 | + |
| 38 | + |
| 39 | +get_prod_and_div_task = wg.add_task( |
| 40 | + task(outputs=['prod', 'div'])(_get_prod_and_div), |
| 41 | + x=orm.Float(1), |
| 42 | + y=orm.Float(2), |
| 43 | +) |
| 44 | + |
| 45 | + |
| 46 | +# In[5]: |
| 47 | + |
| 48 | + |
| 49 | +get_sum_task = wg.add_task( |
| 50 | + _get_sum, |
| 51 | + x=get_prod_and_div_task.outputs.prod, |
| 52 | + y=get_prod_and_div_task.outputs.div, |
| 53 | +) |
| 54 | + |
| 55 | + |
| 56 | +# In[6]: |
| 57 | + |
| 58 | + |
| 59 | +get_square_task = wg.add_task( |
| 60 | + _get_square, |
| 61 | + x=get_sum_task.outputs.result, |
| 62 | +) |
| 63 | + |
| 64 | + |
| 65 | +# In[7]: |
| 66 | + |
| 67 | + |
| 68 | +write_workflow_json(wg=wg, file_name=workflow_json_filename) |
| 69 | + |
| 70 | + |
| 71 | +# In[8]: |
| 72 | + |
| 73 | + |
| 74 | +get_ipython().system('cat {workflow_json_filename}') |
| 75 | + |
| 76 | + |
| 77 | +# ## Load Workflow with jobflow |
| 78 | + |
| 79 | +# In[9]: |
| 80 | + |
| 81 | + |
| 82 | +from python_workflow_definition.jobflow import load_workflow_json |
| 83 | + |
| 84 | + |
| 85 | +# In[10]: |
| 86 | + |
| 87 | + |
| 88 | +from jobflow.managers.local import run_locally |
| 89 | + |
| 90 | + |
| 91 | +# In[11]: |
| 92 | + |
| 93 | + |
| 94 | +flow = load_workflow_json(file_name=workflow_json_filename) |
| 95 | + |
| 96 | + |
| 97 | +# In[12]: |
| 98 | + |
| 99 | + |
| 100 | +result = run_locally(flow) |
| 101 | +result |
| 102 | + |
| 103 | + |
| 104 | +# ## Load Workflow with pyiron_base |
| 105 | + |
| 106 | +# In[13]: |
| 107 | + |
| 108 | + |
| 109 | +from python_workflow_definition.pyiron_base import load_workflow_json |
| 110 | + |
| 111 | + |
| 112 | +# In[14]: |
| 113 | + |
| 114 | + |
| 115 | +delayed_object_lst = load_workflow_json(file_name=workflow_json_filename) |
| 116 | +delayed_object_lst[-1].draw() |
| 117 | + |
| 118 | + |
| 119 | +# In[15]: |
| 120 | + |
| 121 | + |
| 122 | +delayed_object_lst[-1].pull() |
| 123 | + |
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