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Generate Blender Python (bpy) scripts for 3D infrastructure visualization and ffmpeg command sequences for video production and social media export โ turning technical engineering designs into communication-ready visual deliverables.
Activation: After engineering design is verified and documented. InfrastructureRequest with outputFormat including 'render'. Stakeholder presentations, client deliverables, social media content creation.
Output types:
Blender bpy scripts: Python scripts that run in Blender's Scripting workspace to create pipe geometry, equipment meshes, materials, lighting, camera paths, and animations.
ffmpeg commands: Shell commands that assemble rendered frames into video and export to social media formats (YouTube, Instagram Reel, Twitter/X, thumbnail).
Prerequisites:
Blender 3.6+ installed (free from blender.org)
ffmpeg installed and in PATH (free from ffmpeg.org)
Completed engineering design with dimensions and layout from blueprint engine
Quick-start โ Blender script generation:
import bpy
# Clear scene, set units to metric, configure Cycles renderer
bpy.ops.object.select_all(action='SELECT')
bpy.ops.object.delete()
bpy.context.scene.unit_settings.system = 'METRIC'
bpy.context.scene.render.engine = 'CYCLES'
Volumetric (for coolant flow visualization with god rays):
# Add volumetric scatter to world for atmospheric depth
vol_node = nodes.new(type='ShaderNodeVolumePrincipled')
vol_node.inputs['Density'].default_value = 0.01# Subtle atmosphere
vol_node.inputs['Anisotropy'].default_value = 0.3# Forward scattering
links.new(vol_node.outputs['Volume'], output_node.inputs['Volume'])
Pipe Routing as Bezier Curves (CREAT-02)
Creating Pipe Geometry
Pipes are modeled as Bezier curves with a circular bevel profile. The bevel_depth sets the pipe outer radius.
# Create pipe as Bezier curve with circular cross-section
bpy.ops.curve.primitive_bezier_curve_add()
curve = bpy.context.active_object
curve.name = "CoolingPipe_Supply"# Configure curve as 3D pipe
curve_data = curve.data
curve_data.dimensions = '3D'
curve_data.bevel_depth = 0.0445# Outer radius in meters (3" NPS = 88.9mm OD)
curve_data.bevel_resolution = 8# Smoothness of circular cross-section
curve_data.fill_mode = 'FULL'# Set pipe route using spline control points
spline = curve_data.splines[0]
spline.bezier_points[0].co = (0, 0, 3.0) # Start point (meters)
spline.bezier_points[1].co = (5.0, 0, 3.0) # End point (meters)# Handle positions control curve direction (tangent at each point)
spline.bezier_points[0].handle_left = (-0.5, 0, 3.0)
spline.bezier_points[0].handle_right = (1.0, 0, 3.0)
spline.bezier_points[1].handle_left = (4.0, 0, 3.0)
spline.bezier_points[1].handle_right = (5.5, 0, 3.0)
Adding Direction Changes (Elbows)
For pipe direction changes, add intermediate Bezier points with handle angles:
# Add a point for a 90-degree direction change (elbow)
spline.bezier_points.add(1) # Now 3 points total# Route: horizontal run -> 90-deg down -> vertical drop
spline.bezier_points[0].co = (0, 0, 3.0) # Horizontal start
spline.bezier_points[1].co = (4.0, 0, 3.0) # Corner (elbow location)
spline.bezier_points[2].co = (4.0, 0, 0.5) # Vertical end (drops to 0.5m)# Set handles at corner for sharp 90-degree turn
spline.bezier_points[1].handle_left = (3.5, 0, 3.0) # Approach from left
spline.bezier_points[1].handle_right = (4.0, 0, 2.5) # Exit downward# Handle type: AUTO for smooth curves, FREE for precise controlfor point in spline.bezier_points:
point.handle_left_type = 'FREE'
point.handle_right_type = 'FREE'
NPS to Blender bevel_depth Conversion Table
The bevel_depth parameter is the pipe outer radius in meters (OD / 2):
NPS (inch)
OD (mm)
OD (m)
bevel_depth (m)
Common Use
1/2"
21.3
0.0213
0.0107
Small branch lines
3/4"
26.7
0.0267
0.0134
Residential supply
1"
33.4
0.0334
0.0167
Branch distribution
1-1/2"
48.3
0.0483
0.0242
Medium branch lines
2"
60.3
0.0603
0.0302
CDU branch connections
3"
88.9
0.0889
0.0445
Supply/return headers
4"
114.3
0.1143
0.0572
Main distribution
6"
168.3
0.1683
0.0842
Large distribution
8"
219.1
0.2191
0.1096
Plant piping
10"
273.1
0.2731
0.1366
Large plant piping
12"
323.8
0.3238
0.1619
Municipal/plant mains
Multi-Pipe Routing
For parallel supply/return headers, offset the second pipe by the pipe OD plus insulation thickness:
Equipment is modeled as scaled cube primitives positioned at their design locations:
# Create CDU enclosure (600mm x 800mm x 1800mm)
bpy.ops.mesh.primitive_cube_add(location=(2.0, 0, 0.9)) # Center at half-height
cdu = bpy.context.active_object
cdu.name = "CDU_101"
cdu.scale = (0.3, 0.4, 0.9) # Half-extents in meters (600/2, 800/2, 1800/2)
bpy.ops.object.transform_apply(scale=True) # Apply scale to mesh data# Create server rack (42U: 600mm x 1000mm x 2000mm)
bpy.ops.mesh.primitive_cube_add(location=(2.0, 2.0, 1.0))
rack = bpy.context.active_object
rack.name = "Rack_A01"
rack.scale = (0.3, 0.5, 1.0)
bpy.ops.object.transform_apply(scale=True)
Standard Equipment Dimensions for Data Center
Use these dimensions for parametric mesh generation:
Equipment
W x D x H (mm)
Blender scale (x, y, z)
Notes
Server rack (42U)
600 x 1000 x 2000
(0.3, 0.5, 1.0)
Standard EIA-310-E
Server rack (48U)
600 x 1200 x 2200
(0.3, 0.6, 1.1)
Deep rack for GPU servers
CDU (small)
600 x 800 x 1800
(0.3, 0.4, 0.9)
30-60 kW range
CDU (large)
800 x 1200 x 2000
(0.4, 0.6, 1.0)
100+ kW range
UPS (100 kVA)
800 x 1000 x 1900
(0.4, 0.5, 0.95)
Floor-standing
UPS (500 kVA)
1200 x 1000 x 2000
(0.6, 0.5, 1.0)
Large frame
Floor PDU
600 x 800 x 1800
(0.3, 0.4, 0.9)
With transformer
Pump (centrifugal)
500 x 800 x 600
(0.25, 0.4, 0.3)
Horizontal base-mounted
Panel board
400 x 200 x 600
(0.2, 0.1, 0.3)
Wall-mounted
Transformer (dry)
1000 x 800 x 1200
(0.5, 0.4, 0.6)
500-1000 kVA
Cable tray (section)
300 x 100 x 3000
(0.15, 0.05, 1.5)
12" ladder type
Equipment Detail โ Louvers and Airflow Indicators
Add visual detail to equipment faces to indicate airflow direction:
# Add edge loops to front face for louver appearance
bpy.context.view_layer.objects.active = cdu
bpy.ops.object.mode_set(mode='EDIT')
bpy.ops.mesh.loopcut_slide(
MESH_OT_loopcut={'number_cuts': 8, 'smoothness': 0},
TRANSFORM_OT_edge_slide={'value': 0}
)
bpy.ops.object.mode_set(mode='OBJECT')
Infrastructure Materials (CREAT-02)
Material Overview
Seven PBR (Physically Based Rendering) materials cover common infrastructure components. All use the Principled BSDF shader node for physically correct rendering.
Material
Base Color (RGB)
Metallic
Roughness
Special
Engineering Use
Copper pipe
(0.83, 0.48, 0.22)
1.0
0.2
โ
ASTM B88 tubing, heat exchangers
PVC pipe
(0.9, 0.9, 0.88)
0.0
0.85
โ
DWV piping, conduit
Brushed steel
(0.6, 0.6, 0.62)
1.0
0.3
โ
ASTM A53 pipe, structural steel
Insulation
(0.72, 0.62, 0.35)
0.0
1.0
โ
Fiberglass/mineral wool jacket
Coolant
(0.2, 0.5, 1.0)
0.0
0.0
IOR=1.33, transmission=0.8
Chilled water, glycol visualization
Concrete
(0.5, 0.5, 0.5)
0.0
0.95
โ
Slab, walls, raised floor
Cable tray
(0.75, 0.75, 0.72)
0.8
0.4
โ
Galvanized steel per NEMA VE 1
Material Assignment
# Assign material to pipe object
mat = bpy.data.materials.get("Infra_CopperPipe")
if mat isNone:
# Create material if not already loaded from blender-materials.py
mat = bpy.data.materials.new(name="Infra_CopperPipe")
mat.use_nodes = True
bsdf = mat.node_tree.nodes.get('Principled BSDF')
bsdf.inputs['Base Color'].default_value = (0.83, 0.48, 0.22, 1.0)
bsdf.inputs['Metallic'].default_value = 1.0
bsdf.inputs['Roughness'].default_value = 0.2# Assign to object
pipe_obj = bpy.data.objects['CoolingPipe_Supply']
if pipe_obj.data.materials:
pipe_obj.data.materials[0] = mat
else:
pipe_obj.data.materials.append(mat)
Full material setup scripts: All 7 materials with complete Principled BSDF configuration, helper functions, and engineering context are available in @references/blender-materials.py. Paste the entire script into Blender's Scripting workspace and run to create all materials at once.
Camera Paths (CREAT-03)
Orbital Overview Camera
Camera orbits the scene center on a circular path โ best for showing overall system layout:
import math
# Create camera
bpy.ops.object.camera_add(location=(0, -10, 5))
camera = bpy.context.active_object
camera.name = "Camera_Orbital"
bpy.context.scene.camera = camera # Set as active camera# Create circular orbit path
bpy.ops.curve.primitive_bezier_circle_add(radius=10, location=(0, 0, 3))
orbit_path = bpy.context.active_object
orbit_path.name = "Camera_Orbit_Path"# Add Follow Path constraint to camera
constraint = camera.constraints.new(type='FOLLOW_PATH')
constraint.target = orbit_path
constraint.use_fixed_location = False
constraint.forward_axis = 'TRACK_NEGATIVE_Z'
constraint.up_axis = 'UP_Y'# Add Track To constraint (camera always looks at scene center)
track = camera.constraints.new(type='TRACK_TO')
track.target = bpy.data.objects.get('CDU_101') # Or create an empty at center
track.track_axis = 'TRACK_NEGATIVE_Z'
track.up_axis = 'UP_Y'# Set animation timeline
orbit_path.data.path_duration = 250# 10 seconds at 25 fps
bpy.context.scene.frame_start = 1
bpy.context.scene.frame_end = 250# Animate path evaluation
orbit_path.data.eval_time = 0
orbit_path.data.keyframe_insert('eval_time', frame=1)
orbit_path.data.eval_time = 250
orbit_path.data.keyframe_insert('eval_time', frame=250)
Linear Walkthrough Camera
Camera moves along a straight path through the facility at eye level โ best for showing hot/cold aisle layout:
# Create walkthrough path (straight line through data hall)
bpy.ops.curve.primitive_bezier_curve_add()
walk_path = bpy.context.active_object
walk_path.name = "Camera_Walk_Path"
walk_path.data.dimensions = '3D'
spline = walk_path.data.splines[0]
spline.bezier_points[0].co = (0, -8, 1.7) # Start: entrance at eye level (1.7m)
spline.bezier_points[1].co = (0, 12, 1.7) # End: far side of data hall# Smooth handles for gentle camera motion
spline.bezier_points[0].handle_right = (0, -4, 1.7)
spline.bezier_points[1].handle_left = (0, 8, 1.7)
# Create camera and attach to path
bpy.ops.object.camera_add()
walk_cam = bpy.context.active_object
walk_cam.name = "Camera_Walkthrough"
constraint = walk_cam.constraints.new(type='FOLLOW_PATH')
constraint.target = walk_path
constraint.forward_axis = 'FORWARD_Y'
constraint.up_axis = 'UP_Z'# Animate over 15 seconds (375 frames at 25 fps)
walk_path.data.path_duration = 375
bpy.context.scene.frame_end = 375
walk_path.data.eval_time = 0
walk_path.data.keyframe_insert('eval_time', frame=1)
walk_path.data.eval_time = 375
walk_path.data.keyframe_insert('eval_time', frame=375)
Detail Zoom Camera
Camera starts at overview distance and animates to focus on a specific component โ best for highlighting equipment:
# Create zoom path from far to close
bpy.ops.curve.primitive_bezier_curve_add()
zoom_path = bpy.context.active_object
zoom_path.name = "Camera_Zoom_Path"
zoom_path.data.dimensions = '3D'
target_pos = (2.0, 0, 0.9) # CDU center position
spline = zoom_path.data.splines[0]
spline.bezier_points[0].co = (10, -8, 6) # Start: overview (far, high)
spline.bezier_points[1].co = (3.0, -1.5, 1.2) # End: detail (close, eye level)# Create camera with Track To constraint aimed at equipment
bpy.ops.object.camera_add()
zoom_cam = bpy.context.active_object
zoom_cam.name = "Camera_DetailZoom"
path_constraint = zoom_cam.constraints.new(type='FOLLOW_PATH')
path_constraint.target = zoom_path
track_constraint = zoom_cam.constraints.new(type='TRACK_TO')
target_empty = bpy.data.objects.new("Zoom_Target", None)
bpy.context.collection.objects.link(target_empty)
target_empty.location = target_pos
track_constraint.target = target_empty
track_constraint.track_axis = 'TRACK_NEGATIVE_Z'
track_constraint.up_axis = 'UP_Y'# Animate over 5 seconds with ease-in/ease-out
zoom_path.data.path_duration = 125# 5 sec at 25 fps
bpy.context.scene.frame_end = 125
Camera Path Summary
Path Type
Use Case
Duration
Camera Height
Orbit Radius
Orbital overview
Full system layout
8-12 sec
3-5m above center
10-20m (scene dependent)
Linear walkthrough
Hot/cold aisle tour
12-20 sec
1.7m (eye level)
N/A (straight line)
Detail zoom
Equipment spotlight
4-8 sec
Starts high, ends eye-level
N/A (linear approach)
Infrastructure Animations (CREAT-01, CREAT-03)
Coolant Flow Animation (Particle System)
Particles follow the pipe curve path to visualize fluid flow:
# Get the supply pipe curve object
pipe_obj = bpy.data.objects['CoolingPipe_Supply']
# Convert curve to mesh temporarily for particle emission# (Particles emit from mesh faces, not curve surfaces)
bpy.context.view_layer.objects.active = pipe_obj
bpy.ops.object.convert(target='MESH', keep_original=True)
pipe_mesh = bpy.context.active_object
pipe_mesh.name = "CoolingPipe_Supply_Mesh"# Create small sphere for coolant droplet visualization
bpy.ops.mesh.primitive_uv_sphere_add(radius=0.01, location=(0, 0, -10))
droplet = bpy.context.active_object
droplet.name = "Coolant_Droplet"# Assign coolant material to droplet
coolant_mat = bpy.data.materials.get("Infra_Coolant")
if coolant_mat:
droplet.data.materials.append(coolant_mat)
# Add particle system to pipe mesh
bpy.context.view_layer.objects.active = pipe_mesh
bpy.ops.object.particle_system_add()
ps = pipe_mesh.particle_systems[0]
ps_settings = ps.settings
ps_settings.count = 200# Number of particles (more = denser flow)
ps_settings.lifetime = 80# Frames each particle lives
ps_settings.emit_from = 'FACE'# Emit from pipe surface
ps_settings.render_type = 'OBJECT'
ps_settings.instance_object = droplet
ps_settings.particle_size = 1.0
ps_settings.size_random = 0.2# Slight size variation for realism# Set velocity along pipe normal (simulates flow direction)
ps_settings.normal_factor = 0.5# Speed along surface normal
ps_settings.factor_random = 0.1# Slight randomness
Electrical Current Animation (Emissive Pulse)
Animate emission strength along a conductor to simulate current flow:
# Create or get copper conductor material with emission node
mat = bpy.data.materials.new(name="Copper_Conductor_Animated")
mat.use_nodes = True
nodes = mat.node_tree.nodes
links = mat.node_tree.links
nodes.clear()
# Principled BSDF for base appearance
output = nodes.new(type='ShaderNodeOutputMaterial')
output.location = (600, 0)
bsdf = nodes.new(type='ShaderNodeBsdfPrincipled')
bsdf.location = (0, 0)
bsdf.inputs['Base Color'].default_value = (0.83, 0.48, 0.22, 1.0)
bsdf.inputs['Metallic'].default_value = 1.0
bsdf.inputs['Roughness'].default_value = 0.2# Add emission for glow effect
bsdf.inputs['Emission Color'].default_value = (1.0, 0.8, 0.2, 1.0) # Warm yellow
bsdf.inputs['Emission Strength'].default_value = 0
links.new(bsdf.outputs['BSDF'], output.inputs['Surface'])
# Animate emission strength: off -> bright -> off (pulse effect)
bpy.context.scene.frame_set(1)
bsdf.inputs['Emission Strength'].default_value = 0
bsdf.inputs['Emission Strength'].keyframe_insert('default_value', frame=1)
bpy.context.scene.frame_set(15)
bsdf.inputs['Emission Strength'].default_value = 10# Peak brightness
bsdf.inputs['Emission Strength'].keyframe_insert('default_value', frame=15)
bpy.context.scene.frame_set(30)
bsdf.inputs['Emission Strength'].default_value = 0
bsdf.inputs['Emission Strength'].keyframe_insert('default_value', frame=30)
# For repeating pulse: set keyframe extrapolation to cycle# (requires Graph Editor > Channel > Extrapolation Mode > Make Cyclic)
Thermal Mapping Animation (Color Ramp from Temperature Data)
Color-code surfaces by temperature using a custom attribute driven by calculation data:
# Create thermal visualization material
mat_thermal = bpy.data.materials.new(name="Thermal_Mapping")
mat_thermal.use_nodes = True
nodes = mat_thermal.node_tree.nodes
links = mat_thermal.node_tree.links
nodes.clear()
output = nodes.new(type='ShaderNodeOutputMaterial')
output.location = (800, 0)
bsdf = nodes.new(type='ShaderNodeBsdfPrincipled')
bsdf.location = (400, 0)
# Color ramp: blue (cold) -> green -> yellow -> red (hot)
color_ramp = nodes.new(type='ShaderNodeValToRGB')
color_ramp.location = (0, 0)
color_ramp.color_ramp.elements[0].position = 0.0
color_ramp.color_ramp.elements[0].color = (0.0, 0.0, 1.0, 1.0) # Blue (cold)
color_ramp.color_ramp.elements.new(0.33)
color_ramp.color_ramp.elements[1].color = (0.0, 1.0, 0.0, 1.0) # Green
color_ramp.color_ramp.elements.new(0.66)
color_ramp.color_ramp.elements[2].color = (1.0, 1.0, 0.0, 1.0) # Yellow
color_ramp.color_ramp.elements[3].position = 1.0
color_ramp.color_ramp.elements[3].color = (1.0, 0.0, 0.0, 1.0) # Red (hot)# Attribute node to read temperature values from mesh custom attribute
attr_node = nodes.new(type='ShaderNodeAttribute')
attr_node.location = (-200, 0)
attr_node.attribute_name = "temperature"# Custom per-vertex attribute
links.new(attr_node.outputs['Fac'], color_ramp.inputs['Fac'])
links.new(color_ramp.outputs['Color'], bsdf.inputs['Base Color'])
links.new(bsdf.outputs['BSDF'], output.inputs['Surface'])
# To apply temperature data to vertices:# mesh.attributes.new(name='temperature', type='FLOAT', domain='POINT')# mesh.attributes['temperature'].data[vertex_index].value = normalized_temp (0-1)
Animation Summary
Animation
Technique
Visual Effect
Frame Count
Coolant flow
Particle system on pipe mesh
Blue spheres flowing through pipes
200-500 (8-20s)
Electrical current
Emissive keyframe animation
Glowing pulse along conductors
60-150 (2-6s per cycle)
Thermal mapping
Color ramp + vertex attribute
Blue-to-red heat map on surfaces
Static or animated over time
ffmpeg Assembly Pipeline (CREAT-04, CREAT-05)
Step 1: Assemble Rendered Frames into Base Video
After rendering animation frames from Blender (File > Render > Render Animation), assemble into video:
For large data halls requiring multiple camera angles:
# Define camera waypoints (x, y, z, look_at_x, look_at_y, look_at_z)
WAYPOINTS = [
(0, -10, 5, 0, 0, 2), # Overview from entrance
(0, 0, 1.7, 3, 0, 1), # Aisle view looking at rack row
(3, 0, 1.2, 3, 0, 0.9), # CDU detail
(0, 5, 1.7, -3, 5, 1), # Opposite aisle
(0, 10, 5, 0, 5, 2), # Overview from far end
]
# Calculate total frames (5 seconds per segment)
fps = 25
seconds_per_segment = 5
total_frames = len(WAYPOINTS) * fps * seconds_per_segment
ACES Color Management
For physically correct HDR rendering with proper color space:
# Set color management to ACES (if available in Blender build)
bpy.context.scene.display_settings.display_device = 'sRGB'
bpy.context.scene.view_settings.view_transform = 'Filmic'# Or 'AgX' in Blender 4.x
bpy.context.scene.view_settings.look = 'High Contrast'
bpy.context.scene.view_settings.exposure = 0.0
bpy.context.scene.view_settings.gamma = 1.0
Geometry Nodes for Parametric Rack Arrays
For generating rows of identical racks automatically:
# Instance racks along a line using Array modifier
rack_template = bpy.data.objects['Rack_A01']
array_mod = rack_template.modifiers.new(name="Row_Array", type='ARRAY')
array_mod.count = 10# 10 racks per row
array_mod.relative_offset_displace = (0, 1.2, 0) # 1.2m pitch (600mm rack + 600mm aisle)
array_mod.use_relative_offset = True
Batch Rendering Script
For rendering all camera angles and animation sequences:
# Render all camera paths sequentially
cameras = ['Camera_Orbital', 'Camera_Walkthrough', 'Camera_DetailZoom']
for cam_name in cameras:
camera = bpy.data.objects.get(cam_name)
if camera:
bpy.context.scene.camera = camera
bpy.context.scene.render.filepath = f'//renders/{cam_name}/'
bpy.ops.render.render(animation=True)
print(f"Rendered: {cam_name}")
Output Passes for Compositing
Configure render passes for post-processing and compositing:
