Spaces:
Running
Running
Update wbs_diagram_generator.py
Browse files- wbs_diagram_generator.py +0 -243
wbs_diagram_generator.py
CHANGED
|
@@ -1,246 +1,3 @@
|
|
| 1 |
-
# import graphviz
|
| 2 |
-
# import json
|
| 3 |
-
# from tempfile import NamedTemporaryFile
|
| 4 |
-
# import os
|
| 5 |
-
# from graph_generator_utils import add_nodes_and_edges
|
| 6 |
-
|
| 7 |
-
# def generate_wbs_diagram(json_input: str, output_format: str) -> str:
|
| 8 |
-
# """
|
| 9 |
-
# Generates a Work Breakdown Structure (WBS) Diagram from JSON input.
|
| 10 |
-
|
| 11 |
-
# Args:
|
| 12 |
-
# json_input (str): A JSON string describing the WBS structure.
|
| 13 |
-
# It must follow the Expected JSON Format Example below.
|
| 14 |
-
|
| 15 |
-
# Expected JSON Format Example:
|
| 16 |
-
# {
|
| 17 |
-
# "project_title": "AI Model Development Project",
|
| 18 |
-
# "phases": [
|
| 19 |
-
# {
|
| 20 |
-
# "id": "phase_prep",
|
| 21 |
-
# "label": "Preparation",
|
| 22 |
-
# "tasks": [
|
| 23 |
-
# {
|
| 24 |
-
# "id": "task_1_1_vision",
|
| 25 |
-
# "label": "Identify Vision",
|
| 26 |
-
# "subtasks": [
|
| 27 |
-
# {
|
| 28 |
-
# "id": "subtask_1_1_1_design_staff",
|
| 29 |
-
# "label": "Design & Staffing",
|
| 30 |
-
# "sub_subtasks": [
|
| 31 |
-
# {
|
| 32 |
-
# "id": "ss_task_1_1_1_1_env_setup",
|
| 33 |
-
# "label": "Environment Setup",
|
| 34 |
-
# "sub_sub_subtasks": [
|
| 35 |
-
# {
|
| 36 |
-
# "id": "sss_task_1_1_1_1_1_lib_install",
|
| 37 |
-
# "label": "Install Libraries",
|
| 38 |
-
# "final_level_tasks": [
|
| 39 |
-
# {"id": "ft_1_1_1_1_1_1_data_access", "label": "Grant Data Access"}
|
| 40 |
-
# ]
|
| 41 |
-
# }
|
| 42 |
-
# ]
|
| 43 |
-
# }
|
| 44 |
-
# ]
|
| 45 |
-
# }
|
| 46 |
-
# ]
|
| 47 |
-
# }
|
| 48 |
-
# ]
|
| 49 |
-
# },
|
| 50 |
-
# {
|
| 51 |
-
# "id": "phase_plan",
|
| 52 |
-
# "label": "Planning",
|
| 53 |
-
# "tasks": [
|
| 54 |
-
# {
|
| 55 |
-
# "id": "task_2_1_cost_analysis",
|
| 56 |
-
# "label": "Cost Analysis",
|
| 57 |
-
# "subtasks": [
|
| 58 |
-
# {
|
| 59 |
-
# "id": "subtask_2_1_1_benefit_analysis",
|
| 60 |
-
# "label": "Benefit Analysis",
|
| 61 |
-
# "sub_subtasks": [
|
| 62 |
-
# {
|
| 63 |
-
# "id": "ss_task_2_1_1_1_risk_assess",
|
| 64 |
-
# "label": "AI Risk Assessment",
|
| 65 |
-
# "sub_sub_subtasks": [
|
| 66 |
-
# {
|
| 67 |
-
# "id": "sss_task_2_1_1_1_1_model_selection",
|
| 68 |
-
# "label": "Model Selection",
|
| 69 |
-
# "final_level_tasks": [
|
| 70 |
-
# {"id": "ft_2_1_1_1_1_1_data_strategy", "label": "Data Strategy"}
|
| 71 |
-
# ]
|
| 72 |
-
# }
|
| 73 |
-
# ]
|
| 74 |
-
# }
|
| 75 |
-
# ]
|
| 76 |
-
# }
|
| 77 |
-
# ]
|
| 78 |
-
# }
|
| 79 |
-
# ]
|
| 80 |
-
# },
|
| 81 |
-
# {
|
| 82 |
-
# "id": "phase_dev",
|
| 83 |
-
# "label": "Development",
|
| 84 |
-
# "tasks": [
|
| 85 |
-
# {
|
| 86 |
-
# "id": "task_3_1_change_mgmt",
|
| 87 |
-
# "label": "Data Preprocessing",
|
| 88 |
-
# "subtasks": [
|
| 89 |
-
# {
|
| 90 |
-
# "id": "subtask_3_1_1_implementation",
|
| 91 |
-
# "label": "Feature Engineering",
|
| 92 |
-
# "sub_subtasks": [
|
| 93 |
-
# {
|
| 94 |
-
# "id": "ss_task_3_1_1_1_beta_testing",
|
| 95 |
-
# "label": "Model Training",
|
| 96 |
-
# "sub_sub_subtasks": [
|
| 97 |
-
# {
|
| 98 |
-
# "id": "sss_task_3_1_1_1_1_other_task",
|
| 99 |
-
# "label": "Model Evaluation",
|
| 100 |
-
# "final_level_tasks": [
|
| 101 |
-
# {"id": "ft_3_1_1_1_1_1_hyperparam_tune", "label": "Hyperparameter Tuning"}
|
| 102 |
-
# ]
|
| 103 |
-
# }
|
| 104 |
-
# ]
|
| 105 |
-
# }
|
| 106 |
-
# ]
|
| 107 |
-
# }
|
| 108 |
-
# ]
|
| 109 |
-
# }
|
| 110 |
-
# ]
|
| 111 |
-
# }
|
| 112 |
-
# ]
|
| 113 |
-
# }
|
| 114 |
-
|
| 115 |
-
# Returns:
|
| 116 |
-
# str: The filepath to the generated PNG image file.
|
| 117 |
-
# """
|
| 118 |
-
# try:
|
| 119 |
-
# if not json_input.strip():
|
| 120 |
-
# return "Error: Empty input"
|
| 121 |
-
|
| 122 |
-
# data = json.loads(json_input)
|
| 123 |
-
|
| 124 |
-
# if 'project_title' not in data or 'phases' not in data:
|
| 125 |
-
# raise ValueError("Missing required fields: project_title or phases")
|
| 126 |
-
|
| 127 |
-
# dot = graphviz.Digraph(
|
| 128 |
-
# name='WBSDiagram',
|
| 129 |
-
# format='png',
|
| 130 |
-
# graph_attr={
|
| 131 |
-
# 'rankdir': 'TB', # Top-to-Bottom hierarchy
|
| 132 |
-
# 'splines': 'ortho', # Straight lines
|
| 133 |
-
# 'bgcolor': 'white', # White background
|
| 134 |
-
# 'pad': '0.5', # Padding
|
| 135 |
-
# 'ranksep': '0.6', # Adjust vertical separation between ranks
|
| 136 |
-
# 'nodesep': '0.5' # Adjust horizontal separation between nodes
|
| 137 |
-
# }
|
| 138 |
-
# )
|
| 139 |
-
|
| 140 |
-
# base_color = '#19191a'
|
| 141 |
-
|
| 142 |
-
# # Main node
|
| 143 |
-
# dot.node(
|
| 144 |
-
# 'project_root',
|
| 145 |
-
# data['project_title'],
|
| 146 |
-
# shape='box',
|
| 147 |
-
# style='filled,rounded',
|
| 148 |
-
# fillcolor=base_color,
|
| 149 |
-
# fontcolor='white',
|
| 150 |
-
# fontsize='18'
|
| 151 |
-
# )
|
| 152 |
-
|
| 153 |
-
# # Helper for color and font based on depth for WBS
|
| 154 |
-
# def get_gradient_color(depth, base_hex_color, lightening_factor=0.12):
|
| 155 |
-
# base_r = int(base_hex_color[1:3], 16)
|
| 156 |
-
# base_g = int(base_hex_color[3:5], 16)
|
| 157 |
-
# base_b = int(base_hex_color[5:7], 16)
|
| 158 |
-
|
| 159 |
-
# current_r = base_r + int((255 - base_r) * depth * lightening_factor)
|
| 160 |
-
# current_g = base_g + int((255 - base_g) * depth * lightening_factor)
|
| 161 |
-
# current_b = base_b + int((255 - base_b) * depth * lightening_factor)
|
| 162 |
-
|
| 163 |
-
# return f'#{min(255, current_r):02x}{min(255, current_g):02x}{min(255, current_b):02x}'
|
| 164 |
-
|
| 165 |
-
# def get_font_color_for_background(depth, base_hex_color, lightening_factor=0.12):
|
| 166 |
-
# base_r = int(base_hex_color[1:3], 16)
|
| 167 |
-
# base_g = int(base_hex_color[3:5], 16)
|
| 168 |
-
# base_b = int(base_hex_color[5:7], 16)
|
| 169 |
-
# current_r = base_r + (255 - base_r) * depth * lightening_factor
|
| 170 |
-
# current_g = base_g + (255 - base_g) * depth * lightening_factor
|
| 171 |
-
# current_b = base_b + (255 - base_b) * depth * lightening_factor
|
| 172 |
-
|
| 173 |
-
# luminance = (0.2126 * current_r + 0.7152 * current_g + 0.0722 * current_b) / 255
|
| 174 |
-
# return 'white' if luminance < 0.5 else 'black'
|
| 175 |
-
|
| 176 |
-
# def _add_wbs_nodes_recursive(parent_id, current_level_tasks, current_depth):
|
| 177 |
-
# for task_data in current_level_tasks:
|
| 178 |
-
# task_id = task_data.get('id')
|
| 179 |
-
# task_label = task_data.get('label')
|
| 180 |
-
|
| 181 |
-
# if not all([task_id, task_label]):
|
| 182 |
-
# raise ValueError(f"Invalid task data at depth {current_depth}: {task_data}")
|
| 183 |
-
|
| 184 |
-
# node_fill_color = get_gradient_color(current_depth, base_color)
|
| 185 |
-
# node_font_color = get_font_color_for_background(current_depth, base_color)
|
| 186 |
-
# font_size = max(9, 14 - (current_depth * 2))
|
| 187 |
-
|
| 188 |
-
# dot.node(
|
| 189 |
-
# task_id,
|
| 190 |
-
# task_label,
|
| 191 |
-
# shape='box',
|
| 192 |
-
# style='filled,rounded',
|
| 193 |
-
# fillcolor=node_fill_color,
|
| 194 |
-
# fontcolor=node_font_color,
|
| 195 |
-
# fontsize=str(font_size)
|
| 196 |
-
# )
|
| 197 |
-
# dot.edge(parent_id, task_id, color='#4a4a4a', arrowhead='none')
|
| 198 |
-
|
| 199 |
-
# # Recursively call for next level of tasks (subtasks, sub_subtasks, etc.)
|
| 200 |
-
# # This handles arbitrary nested keys like 'subtasks', 'sub_subtasks', 'final_level_tasks'
|
| 201 |
-
# next_level_keys = ['tasks', 'subtasks', 'sub_subtasks', 'sub_sub_subtasks', 'final_level_tasks']
|
| 202 |
-
# for key_idx, key in enumerate(next_level_keys):
|
| 203 |
-
# if key in task_data and isinstance(task_data[key], list):
|
| 204 |
-
# _add_wbs_nodes_recursive(task_id, task_data[key], current_depth + 1)
|
| 205 |
-
# break # Only process the first found sub-level key
|
| 206 |
-
|
| 207 |
-
# # Process phases (level 1 from project_root)
|
| 208 |
-
# phase_depth = 1
|
| 209 |
-
# for phase in data['phases']:
|
| 210 |
-
# phase_id = phase.get('id')
|
| 211 |
-
# phase_label = phase.get('label')
|
| 212 |
-
|
| 213 |
-
# if not all([phase_id, phase_label]):
|
| 214 |
-
# raise ValueError(f"Invalid phase data: {phase}")
|
| 215 |
-
|
| 216 |
-
# phase_fill_color = get_gradient_color(phase_depth, base_color)
|
| 217 |
-
# phase_font_color = get_font_color_for_background(phase_depth, base_color)
|
| 218 |
-
# font_size_phase = max(9, 14 - (phase_depth * 2))
|
| 219 |
-
|
| 220 |
-
# dot.node(
|
| 221 |
-
# phase_id,
|
| 222 |
-
# phase_label,
|
| 223 |
-
# shape='box',
|
| 224 |
-
# style='filled,rounded',
|
| 225 |
-
# fillcolor=phase_fill_color,
|
| 226 |
-
# fontcolor=phase_font_color,
|
| 227 |
-
# fontsize=str(font_size_phase)
|
| 228 |
-
# )
|
| 229 |
-
# dot.edge('project_root', phase_id, color='#4a4a4a', arrowhead='none')
|
| 230 |
-
|
| 231 |
-
# # Start recursion for tasks under this phase
|
| 232 |
-
# if 'tasks' in phase and isinstance(phase['tasks'], list):
|
| 233 |
-
# _add_wbs_nodes_recursive(phase_id, phase['tasks'], phase_depth + 1)
|
| 234 |
-
|
| 235 |
-
# with NamedTemporaryFile(delete=False, suffix=f'.{output_format}') as tmp:
|
| 236 |
-
# dot.render(tmp.name, format=output_format, cleanup=True)
|
| 237 |
-
# return f"{tmp.name}.{output_format}"
|
| 238 |
-
|
| 239 |
-
# except json.JSONDecodeError:
|
| 240 |
-
# return "Error: Invalid JSON format"
|
| 241 |
-
# except Exception as e:
|
| 242 |
-
# return f"Error: {str(e)}"
|
| 243 |
-
|
| 244 |
import graphviz
|
| 245 |
import json
|
| 246 |
from tempfile import NamedTemporaryFile
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
import graphviz
|
| 2 |
import json
|
| 3 |
from tempfile import NamedTemporaryFile
|