B-Spline Geometry
BSpline module provides data storage and evaluation functions for non-rational spline geometries.
Inheritance Diagram
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- class geomdl.BSpline.Curve(**kwargs)
Bases:
CurveData storage and evaluation class for n-variate B-spline (non-rational) curves.
This class provides the following properties:
type= spline
The following code segment illustrates the usage of Curve class:
from geomdl import BSpline # Create a 3-dimensional B-spline Curve curve = BSpline.Curve() # Set degree curve.degree = 3 # Set control points curve.ctrlpts = [[10, 5, 10], [10, 20, -30], [40, 10, 25], [-10, 5, 0]] # Set knot vector curve.knotvector = [0, 0, 0, 0, 1, 1, 1, 1] # Set evaluation delta (controls the number of curve points) curve.delta = 0.05 # Get curve points (the curve will be automatically evaluated) curve_points = curve.evalpts
Keyword Arguments:
precision: number of decimal places to round to. Default: 18normalize_kv: activates knot vector normalization. Default: Truefind_span_func: sets knot span search implementation. Default:helpers.find_span_linear()insert_knot_func: sets knot insertion implementation. Default:operations.insert_knot()remove_knot_func: sets knot removal implementation. Default:operations.remove_knot()
Please refer to the
abstract.Curve()documentation for more details.- property bbox
Bounding box.
Evaluates the bounding box and returns the minimum and maximum coordinates.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the bounding box
- Type:
tuple
- binormal(parpos, **kwargs)
Evaluates the binormal vector of the curve at the given parametric position(s).
- Parameters:
parpos (float, list or tuple) – parametric position(s) where the evaluation will be executed
- Returns:
binormal vector as a tuple of the origin point and the vector components
- Return type:
tuple
- property cpsize
Number of control points in all parametric directions.
Note
This is an expert property for getting and setting control point size(s) of the geometry.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the number of control points
- Setter:
Sets the number of control points
- Type:
list
- property ctrlpts
Control points.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the control points
- Setter:
Sets the control points
- Type:
list
- property ctrlpts_size
Total number of control points.
- Getter:
Gets the total number of control points
- Type:
int
- property data
Returns a dict which contains the geometry data.
Please refer to the wiki for details on using this class member.
- property degree
Degree.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the degree
- Setter:
Sets the degree
- Type:
int
- property delta
Evaluation delta.
Evaluation delta corresponds to the step size while
evaluatefunction iterates on the knot vector to generate curve points. Decreasing step size results in generation of more curve points. Therefore; smaller the delta value, smoother the curve.The following figure illustrates the working principles of the delta property:
![\left[{{u_{start}},{u_{start}} + \delta ,({u_{start}} + \delta ) + \delta , \ldots ,{u_{end}}} \right]](_images/math/c9b9017a2c9a6e040e642f5fb0769f6e340d9639.png)
Please refer to the wiki for details on using this class member.
- Getter:
Gets the delta value
- Setter:
Sets the delta value
- Type:
float
- derivatives(u, order=0, **kwargs)
Evaluates n-th order curve derivatives at the given parameter value.
The output of this method is list of n-th order derivatives. If
orderis0, then it will only output the evaluated point. Similarly, iforderis2, then it will output the evaluated point, 1st derivative and the 2nd derivative. For instance;# Assuming a curve (crv) is defined on a parametric domain [0.0, 1.0] # Let's take the curve derivative at the parametric position u = 0.35 ders = crv.derivatives(u=0.35, order=2) ders[0] # evaluated point, equal to crv.evaluate_single(0.35) ders[1] # 1st derivative at u = 0.35 ders[2] @ 2nd derivative at u = 0.35
- Parameters:
u (float) – parameter value
order (int) – derivative order
- Returns:
a list containing up to {order}-th derivative of the curve
- Return type:
list
- property dimension
Spatial dimension.
Spatial dimension will be automatically estimated from the first element of the control points array.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the spatial dimension, e.g. 2D, 3D, etc.
- Type:
int
- property domain
Domain.
Domain is determined using the knot vector(s).
- Getter:
Gets the domain
- property evalpts
Evaluated points.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the coordinates of the evaluated points
- Type:
list
- evaluate(**kwargs)
Evaluates the curve.
The evaluated points are stored in
evalptsproperty.- Keyword arguments:
start: start parameterstop: stop parameter
The
startandstopparameters allow evaluation of a curve segment in the range [start, stop], i.e. the curve will also be evaluated at thestopparameter value.The following examples illustrate the usage of the keyword arguments.
# Start evaluating from u=0.2 to u=1.0 curve.evaluate(start=0.2) # Start evaluating from u=0.0 to u=0.7 curve.evaluate(stop=0.7) # Start evaluating from u=0.1 to u=0.5 curve.evaluate(start=0.1, stop=0.5) # Get the evaluated points curve_points = curve.evalpts
- evaluate_list(param_list)
Evaluates the curve for an input range of parameters.
- Parameters:
param_list (list, tuple) – list of parameters
- Returns:
evaluated surface points at the input parameters
- Return type:
list
- evaluate_single(param)
Evaluates the curve at the input parameter.
- Parameters:
param (float) – parameter
- Returns:
evaluated surface point at the given parameter
- Return type:
list
- property evaluator
Evaluator instance.
Evaluators allow users to use different algorithms for B-Spline and NURBS evaluations. Please see the documentation on
Evaluatorclasses.Please refer to the wiki for details on using this class member.
- Getter:
Gets the current Evaluator instance
- Setter:
Sets the Evaluator instance
- Type:
- property id
Object ID (as an integer).
Please refer to the wiki for details on using this class member.
- Getter:
Gets the object ID
- Setter:
Sets the object ID
- Type:
int
- insert_knot(param, **kwargs)
Inserts the knot and updates the control points array and the knot vector.
- Keyword Arguments:
num: Number of knot insertions. Default: 1
- Parameters:
param (float) – knot to be inserted
- property knotvector
Knot vector.
The knot vector will be normalized to [0, 1] domain if the class is initialized with
normalize_kv=Trueargument.Please refer to the wiki for details on using this class member.
- Getter:
Gets the knot vector
- Setter:
Sets the knot vector
- Type:
list
- load(file_name)
Loads the curve from a pickled file.
Deprecated since version 5.2.4: Use
exchange.import_json()instead.- Parameters:
file_name (str) – name of the file to be loaded
- property name
Object name (as a string)
Please refer to the wiki for details on using this class member.
- Getter:
Gets the object name
- Setter:
Sets the object name
- Type:
str
- normal(parpos, **kwargs)
Evaluates the normal to the tangent vector of the curve at the given parametric position(s).
- Parameters:
parpos (float, list or tuple) – parametric position(s) where the evaluation will be executed
- Returns:
normal vector as a tuple of the origin point and the vector components
- Return type:
tuple
- property opt
Dictionary for storing custom data in the current geometry object.
optis a wrapper to a dict in key => value format, where key is string, value is any Python object. You can useoptproperty to store custom data inside the geometry object. For instance:geom.opt = ["face_id", 4] # creates "face_id" key and sets its value to an integer geom.opt = ["contents", "data values"] # creates "face_id" key and sets its value to a string print(geom.opt) # will print: {'face_id': 4, 'contents': 'data values'} del geom.opt # deletes the contents of the hash map print(geom.opt) # will print: {} geom.opt = ["body_id", 1] # creates "body_id" key and sets its value to 1 geom.opt = ["body_id", 12] # changes the value of "body_id" to 12 print(geom.opt) # will print: {'body_id': 12} geom.opt = ["body_id", None] # deletes "body_id" print(geom.opt) # will print: {}
Please refer to the wiki for details on using this class member.
- Getter:
Gets the dict
- Setter:
Adds key and value pair to the dict
- Deleter:
Deletes the contents of the dict
- opt_get(value)
Safely query for the value from the
optproperty.- Parameters:
value (str) – a key in the
optproperty- Returns:
the corresponding value, if the key exists.
None, otherwise.
- property order
Order.
Defined as
order = degree + 1Please refer to the wiki for details on using this class member.
- Getter:
Gets the order
- Setter:
Sets the order
- Type:
int
- property pdimension
Parametric dimension.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the parametric dimension
- Type:
int
- property range
Domain range.
- Getter:
Gets the range
- property rational
Defines the rational and non-rational B-spline shapes.
Rational shapes use homogeneous coordinates which includes a weight alongside with the Cartesian coordinates. Rational B-splines are also named as NURBS (Non-uniform rational basis spline) and non-rational B-splines are sometimes named as NUBS (Non-uniform basis spline) or directly as B-splines.
Please refer to the wiki for details on using this class member.
- Getter:
Returns True is the B-spline object is rational (NURBS)
- Type:
bool
- remove_knot(param, **kwargs)
Removes the knot and updates the control points array and the knot vector.
- Keyword Arguments:
num: Number of knot removals. Default: 1
- Parameters:
param (float) – knot to be removed
- render(**kwargs)
Renders the curve using the visualization component
The visualization component must be set using
visproperty before calling this method.- Keyword Arguments:
cpcolor: sets the color of the control points polygonevalcolor: sets the color of the curvebboxcolor: sets the color of the bounding boxfilename: saves the plot with the input nameplot: controls plot window visibility. Default: Trueanimate: activates animation (if supported). Default: Falseextras: adds line plots to the figure. Default: None
plotargument is useful when you would like to work on the command line without any window context. Ifplotflag is False, this method saves the plot as an image file (.png file where possible) and disables plot window popping out. If you don’t provide a file name, the name of the image file will be pulled from the configuration class.extrasargument can be used to add extra line plots to the figure. This argument expects a list of dicts in the format described below:1[ 2 dict( # line plot 1 3 points=[[1, 2, 3], [4, 5, 6]], # list of points 4 name="My line Plot 1", # name displayed on the legend 5 color="red", # color of the line plot 6 size=6.5 # size of the line plot 7 ), 8 dict( # line plot 2 9 points=[[7, 8, 9], [10, 11, 12]], # list of points 10 name="My line Plot 2", # name displayed on the legend 11 color="navy", # color of the line plot 12 size=12.5 # size of the line plot 13 ) 14]
- Returns:
the figure object
- reset(**kwargs)
Resets control points and/or evaluated points.
- Keyword Arguments:
evalpts: if True, then resets evaluated pointsctrlptsif True, then resets control points
- reverse()
Reverses the curve
- property sample_size
Sample size.
Sample size defines the number of evaluated points to generate. It also sets the
deltaproperty.The following figure illustrates the working principles of sample size property:
![\underbrace {\left[ {{u_{start}}, \ldots ,{u_{end}}} \right]}_{{n_{sample}}}](_images/math/1c947ab28078413a0019013d581041db4c6d1d66.png)
Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size
- Setter:
Sets sample size
- Type:
int
- save(file_name)
Saves the curve as a pickled file.
Deprecated since version 5.2.4: Use
exchange.export_json()instead.- Parameters:
file_name (str) – name of the file to be saved
- set_ctrlpts(ctrlpts, *args, **kwargs)
Sets control points and checks if the data is consistent.
This method is designed to provide a consistent way to set control points whether they are weighted or not. It directly sets the control points member of the class, and therefore it doesn’t return any values. The input will be an array of coordinates. If you are working in the 3-dimensional space, then your coordinates will be an array of 3 elements representing (x, y, z) coordinates.
- Parameters:
ctrlpts (list) – input control points as a list of coordinates
- tangent(parpos, **kwargs)
Evaluates the tangent vector of the curve at the given parametric position(s).
- Parameters:
parpos (float, list or tuple) – parametric position(s) where the evaluation will be executed
- Returns:
tangent vector as a tuple of the origin point and the vector components
- Return type:
tuple
- property type
Geometry type
Please refer to the wiki for details on using this class member.
- Getter:
Gets the geometry type
- Type:
str
B-Spline Surface
- class geomdl.BSpline.Surface(**kwargs)
Bases:
SurfaceData storage and evaluation class for B-spline (non-rational) surfaces.
This class provides the following properties:
type= spline
The following code segment illustrates the usage of Surface class:
1from geomdl import BSpline 2 3# Create a BSpline surface instance (Bezier surface) 4surf = BSpline.Surface() 5 6# Set degrees 7surf.degree_u = 3 8surf.degree_v = 2 9 10# Set control points 11control_points = [[0, 0, 0], [0, 4, 0], [0, 8, -3], 12 [2, 0, 6], [2, 4, 0], [2, 8, 0], 13 [4, 0, 0], [4, 4, 0], [4, 8, 3], 14 [6, 0, 0], [6, 4, -3], [6, 8, 0]] 15surf.set_ctrlpts(control_points, 4, 3) 16 17# Set knot vectors 18surf.knotvector_u = [0, 0, 0, 0, 1, 1, 1, 1] 19surf.knotvector_v = [0, 0, 0, 1, 1, 1] 20 21# Set evaluation delta (control the number of surface points) 22surf.delta = 0.05 23 24# Get surface points (the surface will be automatically evaluated) 25surface_points = surf.evalpts
Keyword Arguments:
precision: number of decimal places to round to. Default: 18normalize_kv: activates knot vector normalization. Default: Truefind_span_func: sets knot span search implementation. Default:helpers.find_span_linear()insert_knot_func: sets knot insertion implementation. Default:operations.insert_knot()remove_knot_func: sets knot removal implementation. Default:operations.remove_knot()
Please refer to the
abstract.Surface()documentation for more details.- add_trim(trim)
Adds a trim to the surface.
A trim is a 2-dimensional curve defined on the parametric domain of the surface. Therefore, x-coordinate of the trimming curve corresponds to u parametric direction of the surfaceand y-coordinate of the trimming curve corresponds to v parametric direction of the surface.
trimsuses this method to add trims to the surface.- Parameters:
trim (abstract.Geometry) – surface trimming curve
- property bbox
Bounding box.
Evaluates the bounding box and returns the minimum and maximum coordinates.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the bounding box
- Type:
tuple
- property cpsize
Number of control points in all parametric directions.
Note
This is an expert property for getting and setting control point size(s) of the geometry.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the number of control points
- Setter:
Sets the number of control points
- Type:
list
- property ctrlpts
1-dimensional array of control points.
Note
The v index varies first. That is, a row of v control points for the first u value is found first. Then, the row of v control points for the next u value.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the control points
- Setter:
Sets the control points
- Type:
list
- property ctrlpts2d
2-dimensional array of control points.
The getter returns a tuple of 2D control points (weighted control points + weights if NURBS) in [u][v] format. The rows of the returned tuple correspond to v-direction and the columns correspond to u-direction.
The following example can be used to traverse 2D control points:
1# Create a BSpline surface 2surf_bs = BSpline.Surface() 3 4# Do degree, control points and knot vector assignments here 5 6# Each u includes a row of v values 7for u in surf_bs.ctrlpts2d: 8 # Each row contains the coordinates of the control points 9 for v in u: 10 print(str(v)) # will be something like (1.0, 2.0, 3.0) 11 12# Create a NURBS surface 13surf_nb = NURBS.Surface() 14 15# Do degree, weighted control points and knot vector assignments here 16 17# Each u includes a row of v values 18for u in surf_nb.ctrlpts2d: 19 # Each row contains the coordinates of the weighted control points 20 for v in u: 21 print(str(v)) # will be something like (0.5, 1.0, 1.5, 0.5)
When using NURBS.Surface class, the output of
ctrlpts2dproperty could be confusing since,ctrlptsalways returns the unweighted control points, i.e.ctrlptsproperty returns 3D control points all divided by the weights and you can useweightsproperty to access the weights vector, butctrlpts2dreturns the weighted ones plus weights as the last element. This difference is intentionally added for compatibility and interoperability purposes.To explain this situation in a simple way;
If you need the weighted control points directly, use
ctrlpts2dIf you need the control points and the weights separately, use
ctrlptsandweights
Note
Please note that the setter doesn’t check for inconsistencies and using the setter is not recommended. Instead of the setter property, please use
set_ctrlpts()function.Please refer to the wiki for details on using this class member.
- Getter:
Gets the control points as a 2-dimensional array in [u][v] format
- Setter:
Sets the control points as a 2-dimensional array in [u][v] format
- Type:
list
- property ctrlpts_size
Total number of control points.
- Getter:
Gets the total number of control points
- Type:
int
- property ctrlpts_size_u
Number of control points for the u-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets number of control points for the u-direction
- Setter:
Sets number of control points for the u-direction
- property ctrlpts_size_v
Number of control points for the v-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets number of control points on the v-direction
- Setter:
Sets number of control points on the v-direction
- property data
Returns a dict which contains the geometry data.
Please refer to the wiki for details on using this class member.
- property degree
Degree for u- and v-directions
- Getter:
Gets the degree
- Setter:
Sets the degree
- Type:
list
- property degree_u
Degree for the u-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets degree for the u-direction
- Setter:
Sets degree for the u-direction
- Type:
int
- property degree_v
Degree for the v-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets degree for the v-direction
- Setter:
Sets degree for the v-direction
- Type:
int
- property delta
Evaluation delta for both u- and v-directions.
Evaluation delta corresponds to the step size while
evaluate()function iterates on the knot vector to generate surface points. Decreasing step size results in generation of more surface points. Therefore; smaller the delta value, smoother the surface.Please note that
deltaandsample_sizeproperties correspond to the same variable with different descriptions. Therefore, settingdeltawill also setsample_size.The following figure illustrates the working principles of the delta property:
![\left[{{u_{0}},{u_{start}} + \delta ,({u_{start}} + \delta ) + \delta , \ldots ,{u_{end}}} \right]](_images/math/d90992cf111e89755554d5ef75a43c97c8c29739.png)
Please refer to the wiki for details on using this class member.
- Getter:
Gets evaluation delta as a tuple of values corresponding to u- and v-directions
- Setter:
Sets evaluation delta for both u- and v-directions
- Type:
float
- property delta_u
Evaluation delta for the u-direction.
Evaluation delta corresponds to the step size while
evaluate()function iterates on the knot vector to generate surface points. Decreasing step size results in generation of more surface points. Therefore; smaller the delta value, smoother the surface.Please note that
delta_uandsample_size_uproperties correspond to the same variable with different descriptions. Therefore, settingdelta_uwill also setsample_size_u.Please refer to the wiki for details on using this class member.
- Getter:
Gets evaluation delta for the u-direction
- Setter:
Sets evaluation delta for the u-direction
- Type:
float
- property delta_v
Evaluation delta for the v-direction.
Evaluation delta corresponds to the step size while
evaluate()function iterates on the knot vector to generate surface points. Decreasing step size results in generation of more surface points. Therefore; smaller the delta value, smoother the surface.Please note that
delta_vandsample_size_vproperties correspond to the same variable with different descriptions. Therefore, settingdelta_vwill also setsample_size_v.Please refer to the wiki for details on using this class member.
- Getter:
Gets evaluation delta for the v-direction
- Setter:
Sets evaluation delta for the v-direction
- Type:
float
- derivatives(u, v, order=0, **kwargs)
Evaluates n-th order surface derivatives at the given (u, v) parameter pair.
SKL[0][0] will be the surface point itself
SKL[0][1] will be the 1st derivative w.r.t. v
SKL[2][1] will be the 2nd derivative w.r.t. u and 1st derivative w.r.t. v
- Parameters:
u (float) – parameter on the u-direction
v (float) – parameter on the v-direction
order (integer) – derivative order
- Returns:
A list SKL, where SKL[k][l] is the derivative of the surface S(u,v) w.r.t. u k times and v l times
- Return type:
list
- property dimension
Spatial dimension.
Spatial dimension will be automatically estimated from the first element of the control points array.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the spatial dimension, e.g. 2D, 3D, etc.
- Type:
int
- property domain
Domain.
Domain is determined using the knot vector(s).
- Getter:
Gets the domain
- property evalpts
Evaluated points.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the coordinates of the evaluated points
- Type:
list
- evaluate(**kwargs)
Evaluates the surface.
The evaluated points are stored in
evalptsproperty.- Keyword arguments:
start_u: start parameter on the u-directionstop_u: stop parameter on the u-directionstart_v: start parameter on the v-directionstop_v: stop parameter on the v-direction
The
start_u,start_vandstop_uandstop_vparameters allow evaluation of a surface segment in the range [start_u, stop_u][start_v, stop_v] i.e. the surface will also be evaluated at thestop_uandstop_vparameter values.The following examples illustrate the usage of the keyword arguments.
1# Start evaluating in range u=[0, 0.7] and v=[0.1, 1] 2surf.evaluate(stop_u=0.7, start_v=0.1) 3 4# Start evaluating in range u=[0, 1] and v=[0.1, 0.3] 5surf.evaluate(start_v=0.1, stop_v=0.3) 6 7# Get the evaluated points 8surface_points = surf.evalpts
- evaluate_list(param_list)
Evaluates the surface for a given list of (u, v) parameters.
- Parameters:
param_list (list, tuple) – list of parameter pairs (u, v)
- Returns:
evaluated surface point at the input parameter pairs
- Return type:
tuple
- evaluate_single(param)
Evaluates the surface at the input (u, v) parameter pair.
- Parameters:
param (list, tuple) – parameter pair (u, v)
- Returns:
evaluated surface point at the given parameter pair
- Return type:
list
- property evaluator
Evaluator instance.
Evaluators allow users to use different algorithms for B-Spline and NURBS evaluations. Please see the documentation on
Evaluatorclasses.Please refer to the wiki for details on using this class member.
- Getter:
Gets the current Evaluator instance
- Setter:
Sets the Evaluator instance
- Type:
- property faces
Faces (triangles, quads, etc.) generated by the tessellation operation.
If the tessellation component is set to None, the result will be an empty list.
- Getter:
Gets the faces
- property id
Object ID (as an integer).
Please refer to the wiki for details on using this class member.
- Getter:
Gets the object ID
- Setter:
Sets the object ID
- Type:
int
- insert_knot(u=None, v=None, **kwargs)
Inserts knot(s) on the u- or v-directions
- Keyword Arguments:
num_u: Number of knot insertions on the u-direction. Default: 1num_v: Number of knot insertions on the v-direction. Default: 1
- Parameters:
u (float) – knot to be inserted on the u-direction
v (float) – knot to be inserted on the v-direction
- property knotvector
Knot vector for u- and v-directions
- Getter:
Gets the knot vector
- Setter:
Sets the knot vector
- Type:
list
- property knotvector_u
Knot vector for the u-direction.
The knot vector will be normalized to [0, 1] domain if the class is initialized with
normalize_kv=Trueargument.Please refer to the wiki for details on using this class member.
- Getter:
Gets knot vector for the u-direction
- Setter:
Sets knot vector for the u-direction
- Type:
list
- property knotvector_v
Knot vector for the v-direction.
The knot vector will be normalized to [0, 1] domain if the class is initialized with
normalize_kv=Trueargument.Please refer to the wiki for details on using this class member.
- Getter:
Gets knot vector for the v-direction
- Setter:
Sets knot vector for the v-direction
- Type:
list
- load(file_name)
Loads the surface from a pickled file.
Deprecated since version 5.2.4: Use
exchange.import_json()instead.- Parameters:
file_name (str) – name of the file to be loaded
- property name
Object name (as a string)
Please refer to the wiki for details on using this class member.
- Getter:
Gets the object name
- Setter:
Sets the object name
- Type:
str
- normal(parpos, **kwargs)
Evaluates the normal vector of the surface at the given parametric position(s).
- Parameters:
parpos (list or tuple) – parametric position(s) where the evaluation will be executed
- Returns:
an array containing “point” and “vector” pairs
- Return type:
tuple
- property opt
Dictionary for storing custom data in the current geometry object.
optis a wrapper to a dict in key => value format, where key is string, value is any Python object. You can useoptproperty to store custom data inside the geometry object. For instance:geom.opt = ["face_id", 4] # creates "face_id" key and sets its value to an integer geom.opt = ["contents", "data values"] # creates "face_id" key and sets its value to a string print(geom.opt) # will print: {'face_id': 4, 'contents': 'data values'} del geom.opt # deletes the contents of the hash map print(geom.opt) # will print: {} geom.opt = ["body_id", 1] # creates "body_id" key and sets its value to 1 geom.opt = ["body_id", 12] # changes the value of "body_id" to 12 print(geom.opt) # will print: {'body_id': 12} geom.opt = ["body_id", None] # deletes "body_id" print(geom.opt) # will print: {}
Please refer to the wiki for details on using this class member.
- Getter:
Gets the dict
- Setter:
Adds key and value pair to the dict
- Deleter:
Deletes the contents of the dict
- opt_get(value)
Safely query for the value from the
optproperty.- Parameters:
value (str) – a key in the
optproperty- Returns:
the corresponding value, if the key exists.
None, otherwise.
- property order_u
Order for the u-direction.
Defined as
order = degree + 1Please refer to the wiki for details on using this class member.
- Getter:
Gets order for the u-direction
- Setter:
Sets order for the u-direction
- Type:
int
- property order_v
Order for the v-direction.
Defined as
order = degree + 1Please refer to the wiki for details on using this class member.
- Getter:
Gets surface order for the v-direction
- Setter:
Sets surface order for the v-direction
- Type:
int
- property pdimension
Parametric dimension.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the parametric dimension
- Type:
int
- property range
Domain range.
- Getter:
Gets the range
- property rational
Defines the rational and non-rational B-spline shapes.
Rational shapes use homogeneous coordinates which includes a weight alongside with the Cartesian coordinates. Rational B-splines are also named as NURBS (Non-uniform rational basis spline) and non-rational B-splines are sometimes named as NUBS (Non-uniform basis spline) or directly as B-splines.
Please refer to the wiki for details on using this class member.
- Getter:
Returns True is the B-spline object is rational (NURBS)
- Type:
bool
- remove_knot(u=None, v=None, **kwargs)
Inserts knot(s) on the u- or v-directions
- Keyword Arguments:
num_u: Number of knot removals on the u-direction. Default: 1num_v: Number of knot removals on the v-direction. Default: 1
- Parameters:
u (float) – knot to be removed on the u-direction
v (float) – knot to be removed on the v-direction
- render(**kwargs)
Renders the surface using the visualization component.
The visualization component must be set using
visproperty before calling this method.- Keyword Arguments:
cpcolor: sets the color of the control points gridevalcolor: sets the color of the surfacetrimcolor: sets the color of the trim curvesfilename: saves the plot with the input nameplot: controls plot window visibility. Default: Trueanimate: activates animation (if supported). Default: Falseextras: adds line plots to the figure. Default: Nonecolormap: sets the colormap of the surface
The
plotargument is useful when you would like to work on the command line without any window context. Ifplotflag is False, this method saves the plot as an image file (.png file where possible) and disables plot window popping out. If you don’t provide a file name, the name of the image file will be pulled from the configuration class.extrasargument can be used to add extra line plots to the figure. This argument expects a list of dicts in the format described below:1[ 2 dict( # line plot 1 3 points=[[1, 2, 3], [4, 5, 6]], # list of points 4 name="My line Plot 1", # name displayed on the legend 5 color="red", # color of the line plot 6 size=6.5 # size of the line plot 7 ), 8 dict( # line plot 2 9 points=[[7, 8, 9], [10, 11, 12]], # list of points 10 name="My line Plot 2", # name displayed on the legend 11 color="navy", # color of the line plot 12 size=12.5 # size of the line plot 13 ) 14]
Please note that
colormapargument can only work with visualization classes that support colormaps. As an example, please seeVisMPL.VisSurfTriangle()class documentation. This method expects a single colormap input.- Returns:
the figure object
- reset(**kwargs)
Resets control points and/or evaluated points.
- Keyword Arguments:
evalpts: if True, then resets evaluated pointsctrlptsif True, then resets control points
- property sample_size
Sample size for both u- and v-directions.
Sample size defines the number of surface points to generate. It also sets the
deltaproperty.The following figure illustrates the working principles of sample size property:
![\underbrace {\left[ {{u_{start}}, \ldots ,{u_{end}}} \right]}_{{n_{sample}}}](_images/math/1c947ab28078413a0019013d581041db4c6d1d66.png)
Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size as a tuple of values corresponding to u- and v-directions
- Setter:
Sets sample size for both u- and v-directions
- Type:
int
- property sample_size_u
Sample size for the u-direction.
Sample size defines the number of surface points to generate. It also sets the
delta_uproperty.Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size for the u-direction
- Setter:
Sets sample size for the u-direction
- Type:
int
- property sample_size_v
Sample size for the v-direction.
Sample size defines the number of surface points to generate. It also sets the
delta_vproperty.Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size for the v-direction
- Setter:
Sets sample size for the v-direction
- Type:
int
- save(file_name)
Saves the surface as a pickled file.
Deprecated since version 5.2.4: Use
exchange.export_json()instead.- Parameters:
file_name (str) – name of the file to be saved
- set_ctrlpts(ctrlpts, *args, **kwargs)
Sets the control points and checks if the data is consistent.
This method is designed to provide a consistent way to set control points whether they are weighted or not. It directly sets the control points member of the class, and therefore it doesn’t return any values. The input will be an array of coordinates. If you are working in the 3-dimensional space, then your coordinates will be an array of 3 elements representing (x, y, z) coordinates.
This method also generates 2D control points in [u][v] format which can be accessed via
ctrlpts2d.Note
The v index varies first. That is, a row of v control points for the first u value is found first. Then, the row of v control points for the next u value.
- Parameters:
ctrlpts (list) – input control points as a list of coordinates
- tangent(parpos, **kwargs)
Evaluates the tangent vectors of the surface at the given parametric position(s).
- Parameters:
parpos (list or tuple) – parametric position(s) where the evaluation will be executed
- Returns:
an array containing “point” and “vector”s on u- and v-directions, respectively
- Return type:
tuple
- tessellate(**kwargs)
Tessellates the surface.
Keyword arguments are directly passed to the tessellation component.
- property tessellator
Tessellation component.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the tessellation component
- Setter:
Sets the tessellation component
- transpose()
Transposes the surface by swapping u and v parametric directions.
- property trims
Curves for trimming the surface.
Surface trims are 2-dimensional curves which are introduced on the parametric space of the surfaces. Trim curves can be a spline curve, an analytic curve or a 2-dimensional freeform shape. To visualize the trimmed surfaces, you need to use a tessellator that supports trimming. The following code snippet illustrates changing the default surface tessellator to the trimmed surface tessellator,
tessellate.TrimTessellate.1from geomdl import tessellate 2 3# Assuming that "surf" variable stores the surface instance 4surf.tessellator = tessellate.TrimTessellate()
In addition, using trims initialization argument of the visualization classes, trim curves can be visualized together with their underlying surfaces. Please refer to the visualization configuration class initialization arguments for more details.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the array of trim curves
- Setter:
Sets the array of trim curves
- property type
Geometry type
Please refer to the wiki for details on using this class member.
- Getter:
Gets the geometry type
- Type:
str
- property vertices
Vertices generated by the tessellation operation.
If the tessellation component is set to None, the result will be an empty list.
- Getter:
Gets the vertices
B-Spline Volume
Added in version 5.0.
- class geomdl.BSpline.Volume(**kwargs)
Bases:
VolumeData storage and evaluation class for B-spline (non-rational) volumes.
This class provides the following properties:
type= spline
Keyword Arguments:
precision: number of decimal places to round to. Default: 18normalize_kv: activates knot vector normalization. Default: Truefind_span_func: sets knot span search implementation. Default:helpers.find_span_linear()insert_knot_func: sets knot insertion implementation. Default:operations.insert_knot()remove_knot_func: sets knot removal implementation. Default:operations.remove_knot()
Please refer to the
abstract.Volume()documentation for more details.- add_trim(trim)
Adds a trim to the volume.
trimsuses this method to add trims to the volume.- Parameters:
trim (abstract.Surface) – trimming surface
- property bbox
Bounding box.
Evaluates the bounding box and returns the minimum and maximum coordinates.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the bounding box
- Type:
tuple
- property cpsize
Number of control points in all parametric directions.
Note
This is an expert property for getting and setting control point size(s) of the geometry.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the number of control points
- Setter:
Sets the number of control points
- Type:
list
- property ctrlpts
1-dimensional array of control points.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the control points
- Setter:
Sets the control points
- Type:
list
- property ctrlpts_size
Total number of control points.
- Getter:
Gets the total number of control points
- Type:
int
- property ctrlpts_size_u
Number of control points for the u-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets number of control points for the u-direction
- Setter:
Sets number of control points for the u-direction
- property ctrlpts_size_v
Number of control points for the v-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets number of control points for the v-direction
- Setter:
Sets number of control points for the v-direction
- property ctrlpts_size_w
Number of control points for the w-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets number of control points for the w-direction
- Setter:
Sets number of control points for the w-direction
- property data
Returns a dict which contains the geometry data.
Please refer to the wiki for details on using this class member.
- property degree
Degree for u-, v- and w-directions
- Getter:
Gets the degree
- Setter:
Sets the degree
- Type:
list
- property degree_u
Degree for the u-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets degree for the u-direction
- Setter:
Sets degree for the u-direction
- Type:
int
- property degree_v
Degree for the v-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets degree for the v-direction
- Setter:
Sets degree for the v-direction
- Type:
int
- property degree_w
Degree for the w-direction.
Please refer to the wiki for details on using this class member.
- Getter:
Gets degree for the w-direction
- Setter:
Sets degree for the w-direction
- Type:
int
- property delta
Evaluation delta for u-, v- and w-directions.
Evaluation delta corresponds to the step size while
evaluate()function iterates on the knot vector to generate surface points. Decreasing step size results in generation of more surface points. Therefore; smaller the delta value, smoother the surface.Please note that
deltaandsample_sizeproperties correspond to the same variable with different descriptions. Therefore, settingdeltawill also setsample_size.The following figure illustrates the working principles of the delta property:
![\left[{{u_{0}},{u_{start}} + \delta ,({u_{start}} + \delta ) + \delta , \ldots ,{u_{end}}} \right]](_images/math/d90992cf111e89755554d5ef75a43c97c8c29739.png)
Please refer to the wiki for details on using this class member.
- Getter:
Gets evaluation delta as a tuple of values corresponding to u-, v- and w-directions
- Setter:
Sets evaluation delta for u-, v- and w-directions
- Type:
float
- property delta_u
Evaluation delta for the u-direction.
Evaluation delta corresponds to the step size while
evaluate()function iterates on the knot vector to generate surface points. Decreasing step size results in generation of more surface points. Therefore; smaller the delta value, smoother the surface.Please note that
delta_uandsample_size_uproperties correspond to the same variable with different descriptions. Therefore, settingdelta_uwill also setsample_size_u.Please refer to the wiki for details on using this class member.
- Getter:
Gets evaluation delta for the u-direction
- Setter:
Sets evaluation delta for the u-direction
- Type:
float
- property delta_v
Evaluation delta for the v-direction.
Evaluation delta corresponds to the step size while
evaluate()function iterates on the knot vector to generate surface points. Decreasing step size results in generation of more surface points. Therefore; smaller the delta value, smoother the surface.Please note that
delta_vandsample_size_vproperties correspond to the same variable with different descriptions. Therefore, settingdelta_vwill also setsample_size_v.Please refer to the wiki for details on using this class member.
- Getter:
Gets evaluation delta for the v-direction
- Setter:
Sets evaluation delta for the v-direction
- Type:
float
- property delta_w
Evaluation delta for the w-direction.
Evaluation delta corresponds to the step size while
evaluate()function iterates on the knot vector to generate surface points. Decreasing step size results in generation of more surface points. Therefore; smaller the delta value, smoother the surface.Please note that
delta_wandsample_size_wproperties correspond to the same variable with different descriptions. Therefore, settingdelta_wwill also setsample_size_w.Please refer to the wiki for details on using this class member.
- Getter:
Gets evaluation delta for the w-direction
- Setter:
Sets evaluation delta for the w-direction
- Type:
float
- property dimension
Spatial dimension.
Spatial dimension will be automatically estimated from the first element of the control points array.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the spatial dimension, e.g. 2D, 3D, etc.
- Type:
int
- property domain
Domain.
Domain is determined using the knot vector(s).
- Getter:
Gets the domain
- property evalpts
Evaluated points.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the coordinates of the evaluated points
- Type:
list
- evaluate(**kwargs)
Evaluates the volume.
The evaluated points are stored in
evalptsproperty.- Keyword arguments:
start_u: start parameter on the u-directionstop_u: stop parameter on the u-directionstart_v: start parameter on the v-directionstop_v: stop parameter on the v-directionstart_w: start parameter on the w-directionstop_w: stop parameter on the w-direction
- evaluate_list(param_list)
Evaluates the volume for a given list of (u, v, w) parameters.
- Parameters:
param_list (list, tuple) – list of parameters in format (u, v, w)
- Returns:
evaluated surface point at the input parameter pairs
- Return type:
tuple
- evaluate_single(param)
Evaluates the volume at the input (u, v, w) parameter.
- Parameters:
param (list, tuple) – parameter (u, v, w)
- Returns:
evaluated surface point at the given parameter pair
- Return type:
list
- property evaluator
Evaluator instance.
Evaluators allow users to use different algorithms for B-Spline and NURBS evaluations. Please see the documentation on
Evaluatorclasses.Please refer to the wiki for details on using this class member.
- Getter:
Gets the current Evaluator instance
- Setter:
Sets the Evaluator instance
- Type:
- property id
Object ID (as an integer).
Please refer to the wiki for details on using this class member.
- Getter:
Gets the object ID
- Setter:
Sets the object ID
- Type:
int
- insert_knot(u=None, v=None, w=None, **kwargs)
Inserts knot(s) on the u-, v- and w-directions
- Keyword Arguments:
num_u: Number of knot insertions on the u-direction. Default: 1num_v: Number of knot insertions on the v-direction. Default: 1num_w: Number of knot insertions on the w-direction. Default: 1
- Parameters:
u (float) – knot to be inserted on the u-direction
v (float) – knot to be inserted on the v-direction
w (float) – knot to be inserted on the w-direction
- property knotvector
Knot vector for u-, v- and w-directions
- Getter:
Gets the knot vector
- Setter:
Sets the knot vector
- Type:
list
- property knotvector_u
Knot vector for the u-direction.
The knot vector will be normalized to [0, 1] domain if the class is initialized with
normalize_kv=Trueargument.Please refer to the wiki for details on using this class member.
- Getter:
Gets knot vector for the u-direction
- Setter:
Sets knot vector for the u-direction
- Type:
list
- property knotvector_v
Knot vector for the v-direction.
The knot vector will be normalized to [0, 1] domain if the class is initialized with
normalize_kv=Trueargument.Please refer to the wiki for details on using this class member.
- Getter:
Gets knot vector for the v-direction
- Setter:
Sets knot vector for the v-direction
- Type:
list
- property knotvector_w
Knot vector for the w-direction.
The knot vector will be normalized to [0, 1] domain if the class is initialized with
normalize_kv=Trueargument.Please refer to the wiki for details on using this class member.
- Getter:
Gets knot vector for the w-direction
- Setter:
Sets knot vector for the w-direction
- Type:
list
- load(file_name)
Loads the volume from a pickled file.
Deprecated since version 5.2.4: Use
exchange.import_json()instead.- Parameters:
file_name (str) – name of the file to be loaded
- property name
Object name (as a string)
Please refer to the wiki for details on using this class member.
- Getter:
Gets the object name
- Setter:
Sets the object name
- Type:
str
- property opt
Dictionary for storing custom data in the current geometry object.
optis a wrapper to a dict in key => value format, where key is string, value is any Python object. You can useoptproperty to store custom data inside the geometry object. For instance:geom.opt = ["face_id", 4] # creates "face_id" key and sets its value to an integer geom.opt = ["contents", "data values"] # creates "face_id" key and sets its value to a string print(geom.opt) # will print: {'face_id': 4, 'contents': 'data values'} del geom.opt # deletes the contents of the hash map print(geom.opt) # will print: {} geom.opt = ["body_id", 1] # creates "body_id" key and sets its value to 1 geom.opt = ["body_id", 12] # changes the value of "body_id" to 12 print(geom.opt) # will print: {'body_id': 12} geom.opt = ["body_id", None] # deletes "body_id" print(geom.opt) # will print: {}
Please refer to the wiki for details on using this class member.
- Getter:
Gets the dict
- Setter:
Adds key and value pair to the dict
- Deleter:
Deletes the contents of the dict
- opt_get(value)
Safely query for the value from the
optproperty.- Parameters:
value (str) – a key in the
optproperty- Returns:
the corresponding value, if the key exists.
None, otherwise.
- property order_u
Order for the u-direction.
Defined as
order = degree + 1Please refer to the wiki for details on using this class member.
- Getter:
Gets the surface order for u-direction
- Setter:
Sets the surface order for u-direction
- Type:
int
- property order_v
Order for the v-direction.
Defined as
order = degree + 1Please refer to the wiki for details on using this class member.
- Getter:
Gets the surface order for v-direction
- Setter:
Sets the surface order for v-direction
- Type:
int
- property order_w
Order for the w-direction.
Defined as
order = degree + 1Please refer to the wiki for details on using this class member.
- Getter:
Gets the surface order for v-direction
- Setter:
Sets the surface order for v-direction
- Type:
int
- property pdimension
Parametric dimension.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the parametric dimension
- Type:
int
- property range
Domain range.
- Getter:
Gets the range
- property rational
Defines the rational and non-rational B-spline shapes.
Rational shapes use homogeneous coordinates which includes a weight alongside with the Cartesian coordinates. Rational B-splines are also named as NURBS (Non-uniform rational basis spline) and non-rational B-splines are sometimes named as NUBS (Non-uniform basis spline) or directly as B-splines.
Please refer to the wiki for details on using this class member.
- Getter:
Returns True is the B-spline object is rational (NURBS)
- Type:
bool
- remove_knot(u=None, v=None, w=None, **kwargs)
Inserts knot(s) on the u-, v- and w-directions
- Keyword Arguments:
num_u: Number of knot removals on the u-direction. Default: 1num_v: Number of knot removals on the v-direction. Default: 1num_w: Number of knot removals on the w-direction. Default: 1
- Parameters:
u (float) – knot to be removed on the u-direction
v (float) – knot to be removed on the v-direction
w (float) – knot to be removed on the w-direction
- render(**kwargs)
Renders the volume using the visualization component.
The visualization component must be set using
visproperty before calling this method.- Keyword Arguments:
cpcolor: sets the color of the control pointsevalcolor: sets the color of the volumefilename: saves the plot with the input nameplot: controls plot window visibility. Default: Trueanimate: activates animation (if supported). Default: Falsegrid_size: grid size for voxelization. Default: (8, 8, 8)use_cubes: use cube voxels instead of cuboid ones. Default: Falsenum_procs: number of concurrent processes for voxelization. Default: 1
The
plotargument is useful when you would like to work on the command line without any window context. Ifplotflag is False, this method saves the plot as an image file (.png file where possible) and disables plot window popping out. If you don’t provide a file name, the name of the image file will be pulled from the configuration class.extrasargument can be used to add extra line plots to the figure. This argument expects a list of dicts in the format described below:1[ 2 dict( # line plot 1 3 points=[[1, 2, 3], [4, 5, 6]], # list of points 4 name="My line Plot 1", # name displayed on the legend 5 color="red", # color of the line plot 6 size=6.5 # size of the line plot 7 ), 8 dict( # line plot 2 9 points=[[7, 8, 9], [10, 11, 12]], # list of points 10 name="My line Plot 2", # name displayed on the legend 11 color="navy", # color of the line plot 12 size=12.5 # size of the line plot 13 ) 14]
- Returns:
the figure object
- reset(**kwargs)
Resets control points and/or evaluated points.
- Keyword Arguments:
evalpts: if True, then resets evaluated pointsctrlptsif True, then resets control points
- property sample_size
Sample size for both u- and v-directions.
Sample size defines the number of surface points to generate. It also sets the
deltaproperty.The following figure illustrates the working principles of sample size property:
![\underbrace {\left[ {{u_{start}}, \ldots ,{u_{end}}} \right]}_{{n_{sample}}}](_images/math/1c947ab28078413a0019013d581041db4c6d1d66.png)
Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size as a tuple of values corresponding to u-, v- and w-directions
- Setter:
Sets sample size value for both u-, v- and w-directions
- Type:
int
- property sample_size_u
Sample size for the u-direction.
Sample size defines the number of evaluated points to generate. It also sets the
delta_uproperty.Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size for the u-direction
- Setter:
Sets sample size for the u-direction
- Type:
int
- property sample_size_v
Sample size for the v-direction.
Sample size defines the number of evaluated points to generate. It also sets the
delta_vproperty.Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size for the v-direction
- Setter:
Sets sample size for the v-direction
- Type:
int
- property sample_size_w
Sample size for the w-direction.
Sample size defines the number of evaluated points to generate. It also sets the
delta_wproperty.Please refer to the wiki for details on using this class member.
- Getter:
Gets sample size for the w-direction
- Setter:
Sets sample size for the w-direction
- Type:
int
- save(file_name)
Saves the volume as a pickled file.
Deprecated since version 5.2.4: Use
exchange.export_json()instead.- Parameters:
file_name (str) – name of the file to be saved
- set_ctrlpts(ctrlpts, *args, **kwargs)
Sets the control points and checks if the data is consistent.
This method is designed to provide a consistent way to set control points whether they are weighted or not. It directly sets the control points member of the class, and therefore it doesn’t return any values. The input will be an array of coordinates. If you are working in the 3-dimensional space, then your coordinates will be an array of 3 elements representing (x, y, z) coordinates.
- Parameters:
ctrlpts (list) – input control points as a list of coordinates
args (tuple[int, int, int]) – number of control points corresponding to each parametric dimension
- property trims
Trimming surfaces.
Please refer to the wiki for details on using this class member.
- Getter:
Gets the array of trim surfaces
- Setter:
Sets the array of trim surfaces
- property type
Geometry type
Please refer to the wiki for details on using this class member.
- Getter:
Gets the geometry type
- Type:
str