From c623d1d717aafb881be73400178b3f9284426f0c Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 4 Mar 2024 12:32:57 -0600 Subject: [PATCH 01/21] convert to boxplot. --- docs/source/changelog.rst | 4 +++ pylinac/picketfence.py | 58 +++++++++++++++++---------------------- 2 files changed, 29 insertions(+), 33 deletions(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 68b9971b..7847d266 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -42,6 +42,10 @@ Picket Fence ``required_prominence`` now reflects the *normalized* height (0-1.0) the pickets should be above the background. Previously, this value was not normalized, requiring fiddling with the value to get correct and depending on the number of leaf pairs that were being analyzed. The number of leaf pairs should no longer be a factor in the analysis. +* The leaf error barplot to the right/bottom of a picket fence plot was somewhat confusing. It would should the + mean and standard deviation of the error, but not the entire distribution. This plot has been + converted to a normal boxplot, showing the median, Q1, Q3 and flier data. More about the boxplot + can be read here: `boxplots `__. Image Metrics ^^^^^^^^^^^^^ diff --git a/pylinac/picketfence.py b/pylinac/picketfence.py index 0f1bd3f0..5845ec4d 100644 --- a/pylinac/picketfence.py +++ b/pylinac/picketfence.py @@ -850,6 +850,7 @@ def plot_analyzed_image( leaf_error_subplot: bool = True, show: bool = True, figure_size: str | tuple = "auto", + barplot_kwargs: dict | None = None, ) -> None: """Plot the analyzed image. @@ -883,7 +884,9 @@ def plot_analyzed_image( self.image.plot(ax=ax, show=False) if leaf_error_subplot: - self._add_leaf_error_subplot(ax) + if barplot_kwargs is None: + barplot_kwargs = {"widths": 10} + self._add_leaf_error_subplot(ax, barplot_kwargs) if guard_rails: for picket in self.pickets: @@ -905,7 +908,7 @@ def plot_analyzed_image( if show: plt.show() - def _add_leaf_error_subplot(self, ax: plt.Axes) -> None: + def _add_leaf_error_subplot(self, ax: plt.Axes, barplot_kwargs: dict) -> None: """Add a bar subplot showing the leaf error.""" # make the new axis @@ -927,53 +930,42 @@ def _add_leaf_error_subplot(self, ax: plt.Axes) -> None: for position in self.pickets[0].mlc_meas ][::-1] - # calculate the error and stdev values per MLC pair - error_stdev = [] - error_vals = [] + # generate the error distributions per MLC pair + error_clusters = [] for leaf_num in {m.leaf_num for m in self.mlc_meas}: - error_vals.append( - np.mean( - [np.abs(m.error) for m in self.mlc_meas if m.leaf_num == leaf_num] - ) - ) - error_stdev.append( - np.std([m.error for m in self.mlc_meas if m.leaf_num == leaf_num]) + error_clusters.append( + np.abs([m.error for m in self.mlc_meas if m.leaf_num == leaf_num]) ) + error_dists = np.stack(error_clusters).squeeze().transpose() # plot the leaf errors as a bar plot if self.orientation == Orientation.UP_DOWN: - axtop.barh( - pos, - error_vals, - xerr=error_stdev, - height=self.leaf_analysis_width * 2, - alpha=0.4, - align="center", + axtop.boxplot( + x=error_dists, + positions=np.array(pos), + vert=False, + manage_ticks=False, + **barplot_kwargs, ) # plot the tolerance line(s) axtop.axvline(self.tolerance, color="r", linewidth=3) if self.action_tolerance is not None: axtop.axvline(self.action_tolerance, color="m", linewidth=3) # reset xlims to comfortably include the max error or tolerance value - axtop.set_xlim( - [0, max([max(error_vals) + max(error_stdev), self.tolerance]) + 0.1] - ) + axtop.set_xlim([0, max([error_dists.max(), self.tolerance]) + 0.1]) else: - axtop.bar( - pos, - error_vals, - yerr=error_stdev, - width=self.leaf_analysis_width * 2, - alpha=0.4, - align="center", + axtop.boxplot( + x=error_dists, + positions=np.array(pos), + vert=True, + manage_ticks=False, + **barplot_kwargs, ) - # plot the tolerance line(s) + # # plot the tolerance line(s) axtop.axhline(self.tolerance, color="r", linewidth=3) if self.action_tolerance is not None: axtop.axhline(self.action_tolerance, color="m", linewidth=3) - axtop.set_ylim( - [0, max([max(error_vals) + max(error_stdev), self.tolerance]) + 0.1] - ) + axtop.set_ylim([0, max([error_dists.max(), self.tolerance]) + 0.1]) axtop.grid(True) axtop.set_title("Average Error (mm)") From 1ae16514aca0f898ee064eb490f084269b4933d1 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 4 Mar 2024 15:23:13 -0600 Subject: [PATCH 02/21] show leaf numbers on leaf plot --- docs/source/changelog.rst | 2 + pylinac/picketfence.py | 88 +++++++++++++++++++++++++-------- tests_basic/test_picketfence.py | 12 +++++ 3 files changed, 82 insertions(+), 20 deletions(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 7847d266..06d9bb6f 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -46,6 +46,8 @@ Picket Fence mean and standard deviation of the error, but not the entire distribution. This plot has been converted to a normal boxplot, showing the median, Q1, Q3 and flier data. More about the boxplot can be read here: `boxplots `__. +* The leaf error subplot that shows up at the right/bottom of the analyzed image now shows leaf numbers instead + of pixels. Image Metrics ^^^^^^^^^^^^^ diff --git a/pylinac/picketfence.py b/pylinac/picketfence.py index 5845ec4d..ec41bad4 100644 --- a/pylinac/picketfence.py +++ b/pylinac/picketfence.py @@ -886,7 +886,13 @@ def plot_analyzed_image( if leaf_error_subplot: if barplot_kwargs is None: barplot_kwargs = {"widths": 10} - self._add_leaf_error_subplot(ax, barplot_kwargs) + # make the new axis + divider = make_axes_locatable(ax) + if self.orientation == Orientation.UP_DOWN: + axtop = divider.append_axes("right", 2, pad=1, sharey=ax) + else: + axtop = divider.append_axes("bottom", 2, pad=1, sharex=ax) + self._add_leaf_error_subplot(axtop, barplot_kwargs) if guard_rails: for picket in self.pickets: @@ -910,14 +916,6 @@ def plot_analyzed_image( def _add_leaf_error_subplot(self, ax: plt.Axes, barplot_kwargs: dict) -> None: """Add a bar subplot showing the leaf error.""" - - # make the new axis - divider = make_axes_locatable(ax) - if self.orientation == Orientation.UP_DOWN: - axtop = divider.append_axes("right", 2, pad=1, sharey=ax) - else: - axtop = divider.append_axes("bottom", 2, pad=1, sharex=ax) - # get leaf positions, errors, standard deviation, and leaf numbers if self.orientation == Orientation.UP_DOWN: pos = [ @@ -929,6 +927,8 @@ def _add_leaf_error_subplot(self, ax: plt.Axes, barplot_kwargs: dict) -> None: position.marker_lines[0].center.x for position in self.pickets[0].mlc_meas ][::-1] + # get leaf pair names + labels = sorted(list({m.leaf_num for m in self.mlc_meas})) # generate the error distributions per MLC pair error_clusters = [] @@ -940,35 +940,50 @@ def _add_leaf_error_subplot(self, ax: plt.Axes, barplot_kwargs: dict) -> None: # plot the leaf errors as a bar plot if self.orientation == Orientation.UP_DOWN: - axtop.boxplot( + ax.boxplot( x=error_dists, positions=np.array(pos), vert=False, manage_ticks=False, **barplot_kwargs, ) + # show every other leaf number on the ticks + ax.set_yticks(pos[::2]) + ax.set_yticklabels(labels[::2]) # plot the tolerance line(s) - axtop.axvline(self.tolerance, color="r", linewidth=3) + ax.axvline(self.tolerance, color="r", linewidth=3) if self.action_tolerance is not None: - axtop.axvline(self.action_tolerance, color="m", linewidth=3) + ax.axvline(self.action_tolerance, color="m", linewidth=3) # reset xlims to comfortably include the max error or tolerance value - axtop.set_xlim([0, max([error_dists.max(), self.tolerance]) + 0.1]) + ax.set_xlim([0, max([error_dists.max(), self.tolerance]) + 0.1]) else: - axtop.boxplot( + ax.boxplot( x=error_dists, positions=np.array(pos), vert=True, manage_ticks=False, **barplot_kwargs, ) - # # plot the tolerance line(s) - axtop.axhline(self.tolerance, color="r", linewidth=3) + # show every other leaf number on the ticks + # we also adjust the y position of the ticks to avoid overlap + # the leaf numbers are tighter for left/right orientations by default + ax.set_xticks(pos[::2]) + ax.set_xticklabels(labels[::2], rotation=90) + ticklabels = ax.get_xticklabels() + # Loop over the tick labels and adjust the position of every other one + for i, ticklabel in enumerate(ticklabels): + if i % 2 == 0: + ticklabel.set_y(-0.06) # Adjust the y-position downwards + else: + ticklabel.set_y(0.03) # Adjust the y-position upwards + # plot the tolerance line(s) + ax.axhline(self.tolerance, color="r", linewidth=3) if self.action_tolerance is not None: - axtop.axhline(self.action_tolerance, color="m", linewidth=3) - axtop.set_ylim([0, max([error_dists.max(), self.tolerance]) + 0.1]) + ax.axhline(self.action_tolerance, color="m", linewidth=3) + ax.set_ylim([0, max([error_dists.max(), self.tolerance]) + 0.1]) - axtop.grid(True) - axtop.set_title("Average Error (mm)") + ax.grid(True) + ax.set_title("Average Error (mm)") def save_analyzed_image( self, @@ -993,6 +1008,39 @@ def save_analyzed_image( if isinstance(filename, str): print(f"Picket fence image saved to: {osp.abspath(filename)}") + def plot_leaf_error( + self, + ax: plt.Axes | None = None, + show: bool = True, + fig_kwargs: dict | None = None, + barplot_kwargs: dict | None = None, + ) -> plt.Figure: + """Plot the leaf error as a bar plot. + + Parameters + ---------- + ax + The axis to plot on. If None (default), a new figure is created. + show + Whether to display the plot. Set to false for saving to a figure, etc. + fig_kwargs + If ax is None, these kwargs are passed to plt.subplots() to create the figure. + barplot_kwargs + These kwargs are passed to the barplot function. If None, defaults are used. + """ + if not ax: + if not fig_kwargs: + fig_kwargs = {} + fig, ax = plt.subplots(**fig_kwargs) + else: + fig = plt.gcf() + if not barplot_kwargs: + barplot_kwargs = {"widths": 10} + self._add_leaf_error_subplot(ax=ax, barplot_kwargs=barplot_kwargs) + if show: + plt.show() + return fig + def results(self, as_list: bool = False) -> str: """Return results of analysis. Use with print().""" offsets = " ".join(f"{pk.dist2cax:.1f}" for pk in self.pickets) diff --git a/tests_basic/test_picketfence.py b/tests_basic/test_picketfence.py index b8e903c7..3a25e090 100644 --- a/tests_basic/test_picketfence.py +++ b/tests_basic/test_picketfence.py @@ -410,6 +410,18 @@ def test_save_leaf_profile(self): # to binary stream save_file(self.pf.save_leaf_profile, 20, 3, as_file_object="b") + def test_plot_leaf_error(self): + # shouldn't raise + self.pf.plot_leaf_error() + + fig, ax = plt.subplots() + rfig = self.pf.plot_leaf_error(ax=ax) + self.assertEqual(fig, rfig) + + self.pf.plot_leaf_error(fig_kwargs={"figsize": (10, 10)}) + + self.pf.plot_leaf_error(barplot_kwargs={"showfliers": False}) + class PFTestMixin(CloudFileMixin): """Base Mixin for testing a picketfence image.""" From 22d248930b89abdf5b8be81f0c4ba657adba5a8e Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 4 Mar 2024 15:24:11 -0600 Subject: [PATCH 03/21] show leaf numbers on leaf plot --- docs/source/changelog.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 06d9bb6f..144c05f3 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -48,6 +48,8 @@ Picket Fence can be read here: `boxplots `__. * The leaf error subplot that shows up at the right/bottom of the analyzed image now shows leaf numbers instead of pixels. +* A new method is available ``plot_leaf_error``. This method will create a figure of the leaf error boxplot. This is + similar to the leaf error subplot that shows up at the right/bottom of the analyzed image, but can be called indepdently. Image Metrics ^^^^^^^^^^^^^ From ca50baeed90af0240bb32020b7042bee618109d1 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 4 Mar 2024 15:36:12 -0600 Subject: [PATCH 04/21] typo --- docs/source/changelog.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 144c05f3..e882db75 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -49,7 +49,7 @@ Picket Fence * The leaf error subplot that shows up at the right/bottom of the analyzed image now shows leaf numbers instead of pixels. * A new method is available ``plot_leaf_error``. This method will create a figure of the leaf error boxplot. This is - similar to the leaf error subplot that shows up at the right/bottom of the analyzed image, but can be called indepdently. + similar to the leaf error subplot that shows up at the right/bottom of the analyzed image, but can be called independently. Image Metrics ^^^^^^^^^^^^^ From 4201f09af52a35342846e96d34f21bc87be1ed8d Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 4 Mar 2024 16:26:16 -0600 Subject: [PATCH 05/21] adjust for separate analysis --- pylinac/picketfence.py | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) diff --git a/pylinac/picketfence.py b/pylinac/picketfence.py index ec41bad4..32c3d837 100644 --- a/pylinac/picketfence.py +++ b/pylinac/picketfence.py @@ -933,9 +933,22 @@ def _add_leaf_error_subplot(self, ax: plt.Axes, barplot_kwargs: dict) -> None: # generate the error distributions per MLC pair error_clusters = [] for leaf_num in {m.leaf_num for m in self.mlc_meas}: - error_clusters.append( - np.abs([m.error for m in self.mlc_meas if m.leaf_num == leaf_num]) - ) + if self.separate_leaves: + # flatten the error list and take the absolute value + error_clusters.append( + np.abs( + [ + e + for m in self.mlc_meas + if m.leaf_num == leaf_num + for e in m.error + ] + ) + ) + else: + error_clusters.append( + np.abs([m.error for m in self.mlc_meas if m.leaf_num == leaf_num]) + ) error_dists = np.stack(error_clusters).squeeze().transpose() # plot the leaf errors as a bar plot From b7c011e748dff0795c7572abfaf320ddc0cc32f4 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 4 Mar 2024 16:37:03 -0600 Subject: [PATCH 06/21] fix bug --- pylinac/picketfence.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pylinac/picketfence.py b/pylinac/picketfence.py index 32c3d837..976c790f 100644 --- a/pylinac/picketfence.py +++ b/pylinac/picketfence.py @@ -347,7 +347,7 @@ def from_bb_setup( Thank the French for this.""" bb_image = image.load(bb_image) - cax = bb_image.compute( + caxs = bb_image.compute( metrics=SizedDiskLocator.from_center_physical( expected_position_mm=(0, 0), search_window_mm=(30 + bb_diameter, 30 + bb_diameter), @@ -355,7 +355,7 @@ def from_bb_setup( radius_tolerance_mm=bb_diameter * 0.1 + 1, ) ) - cax_shift = cax - bb_image.center + cax_shift = caxs[0] - bb_image.center # we convert to physical because we may have images of different sizes/dpmms cax_physical_shift = Point( x=cax_shift.x / bb_image.dpmm, y=cax_shift.y / bb_image.dpmm From 7586d1de9d22c9d5668d5d1ed8ad342c90880654 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 16 Apr 2024 07:43:25 -0500 Subject: [PATCH 07/21] WIP --- pylinac/plan_generator/__init__.py | 0 pylinac/plan_generator/dicom.py | 828 ++++++++++++++++++++++++ pylinac/plan_generator/fluence.py | 413 ++++++++++++ pylinac/plan_generator/mlc.py | 115 ++++ pylinac/plan_generator/prefabs.py | 975 +++++++++++++++++++++++++++++ tests_basic/test_plan_generator.py | 136 ++++ 6 files changed, 2467 insertions(+) create mode 100644 pylinac/plan_generator/__init__.py create mode 100644 pylinac/plan_generator/dicom.py create mode 100644 pylinac/plan_generator/fluence.py create mode 100644 pylinac/plan_generator/mlc.py create mode 100644 pylinac/plan_generator/prefabs.py create mode 100644 tests_basic/test_plan_generator.py diff --git a/pylinac/plan_generator/__init__.py b/pylinac/plan_generator/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/pylinac/plan_generator/dicom.py b/pylinac/plan_generator/dicom.py new file mode 100644 index 00000000..002eb32d --- /dev/null +++ b/pylinac/plan_generator/dicom.py @@ -0,0 +1,828 @@ +import datetime +from enum import Enum +from itertools import zip_longest +from pathlib import Path +from typing import Iterable, Union + +import numpy as np +import pydicom +from pydicom.dataset import Dataset +from pydicom.sequence import Sequence +from pydicom.uid import generate_uid + +from .mlc import MLCShaper + + +class GantryDirection(Enum): + CLOCKWISE = "CC" + COUNTER_CLOCKWISE = "CCW" + NONE = "NONE" + + +class GantrySpeedTransition(Enum): + LEADING = "leading" + TRAILING = "trailing" + + +class BeamType(Enum): + DYNAMIC = "DYNAMIC" + STATIC = "STATIC" + + +class FluenceMode(Enum): + STANDARD = "STANDARD" + FFF = "FFF" + SRS = "SRS" + + +class Beam: + """Represents a DICOM beam dataset. Has methods for creating the dataset and adding control points. + Generally not created on its own but rather under the hood as part of a PlanGenerator object. + + It contains enough independent logic steps that it's worth separating out from the PlanGenerator class. + """ + + ds: Dataset + + def __init__( + self, + beam_name: str, + beam_type: BeamType, + energy: int, + dose_rate: int, + x1: float, + x2: float, + y1: float, + y2: float, + machine_name: str, + gantry_angles: Union[float, list[float]], + gantry_direction: GantryDirection, + coll_angle: int, + couch_vrt: int, + couch_lat: int, + couch_lng: int, + couch_rot: int, + mlc_boundaries: list[float], + mlc_positions: list[list[float]], + meter_sets: list[float], + fluence_mode: FluenceMode, + ): + """ + Parameters + ---------- + + beam_name : str + The name of the beam. Must be less than 16 characters. + beam_type : BeamType + The type of beam: dynamic or static. + energy : int + The energy of the beam. + dose_rate : int + The dose rate of the beam. + x1 : float + The left jaw position. + x2 : float + The right jaw position. + y1 : float + The bottom jaw position. + y2 : float + The top jaw position. + machine_name : str + The name of the machine. + gantry_angles : Union[float, list[float]] + The gantry angle(s) of the beam. If a single number, it's assumed to be a static beam. If multiple numbers, it's assumed to be a dynamic beam. + gantry_direction : GantryDirection + The direction of the gantry rotation. Only relevant if multiple gantry angles are specified. + coll_angle : int + The collimator angle. + couch_vrt : int + The couch vertical position. + couch_lat : int + The couch lateral position. + couch_lng : int + The couch longitudinal position. + couch_rot : int + The couch rotation. + mlc_boundaries : list[float] + The MLC boundaries. These are the same thing as the LeafPositionBoundaries in the DICOM file. + mlc_positions : list[list[float]] + The MLC positions for each control point. This is the x-position of each leaf for each control point. + meter_sets : list[float] + The meter sets for each control point. The length must match the number of control points in mlc_positions. + fluence_mode : FluenceMode + The fluence mode of the beam. + """ + if len(beam_name) > 16: + raise ValueError("Beam name must be less than or equal to 16 characters") + + if beam_type == BeamType.STATIC and len(mlc_positions) != 1: + raise ValueError( + f"Static beam can only have one MLC position change ({len(mlc_positions)})" + ) + + if beam_type != BeamType.STATIC and len(meter_sets) != len(mlc_positions): + raise ValueError( + f"The number of meter sets ({len(meter_sets)}) " + f"must match the number of MLC position changes ({len(mlc_positions)})" + ) + + if ( + isinstance(gantry_angles, Iterable) + and gantry_direction == GantryDirection.NONE + ): + raise ValueError( + "Cannot specify multiple gantry angles without a gantry direction" + ) + + if isinstance(gantry_angles, Iterable) and beam_type == BeamType.STATIC: + raise ValueError("Cannot specify multiple gantry angles as a static beam") + self.ds = self._create_basic_beam_info( + beam_name, + beam_type, + fluence_mode, + machine_name, + num_leaves=len(mlc_positions[0]), + mlc_boundaries=mlc_boundaries, + ) + if not isinstance( + gantry_angles, Iterable + ): # if it's just a single number (like for a static beam) set it to an array of that value + gantry_angles = [gantry_angles] * len(meter_sets) + self._append_initial_control_point( + energy, + dose_rate, + x1, + x2, + y1, + y2, + gantry_angles[0], + gantry_direction, + coll_angle, + couch_vrt, + couch_lat, + couch_lng, + couch_rot, + mlc_positions=mlc_positions[0], + ) + for mlc_pos, meter_set, gantry_angle in zip_longest( + mlc_positions[1:], meter_sets[1:], gantry_angles[1:] + ): + if beam_type == BeamType.DYNAMIC: + self._append_secondary_dynamic_control_point( + mlc_positions=mlc_pos, + meter_set=meter_set, + gantry_angle=gantry_angle, + gantry_dir=gantry_direction, + ) + else: + self._append_secondary_static_control_point(meter_set=meter_set) + + def _create_basic_beam_info( + self, + beam_name: str, + beam_type: BeamType, + fluence_mode: FluenceMode, + machine_name: str, + num_leaves: int, + mlc_boundaries: list[float], + ) -> Dataset: + beam = Dataset() + beam.Manufacturer = "Radformation" + beam.ManufacturerModelName = "RadMachine" + beam.TreatmentMachineName = machine_name + beam.PrimaryDosimeterUnit = "MU" + beam.SourceAxisDistance = "1000.0" + + # Primary Fluence Mode Sequence + primary_fluence_mode_sequence = Sequence() + beam.PrimaryFluenceModeSequence = primary_fluence_mode_sequence + + primary_fluence_mode1 = Dataset() + if fluence_mode == FluenceMode.STANDARD: + primary_fluence_mode1.FluenceMode = "STANDARD" + elif fluence_mode == FluenceMode.FFF: + primary_fluence_mode1.FluenceMode = "NON_STANDARD" + primary_fluence_mode1.FluenceModeID = "FFF" + elif fluence_mode == FluenceMode.SRS: + primary_fluence_mode1.FluenceMode = "NON_STANDARD" + primary_fluence_mode1.FluenceModeID = "SRS" + + primary_fluence_mode_sequence.append(primary_fluence_mode1) + + # Beam Limiting Device Sequence + beam_limiting_device_sequence = Sequence() + beam.BeamLimitingDeviceSequence = beam_limiting_device_sequence + + # Beam Limiting Device Sequence: Beam Limiting Device 1 + beam_limiting_device1 = Dataset() + beam_limiting_device1.RTBeamLimitingDeviceType = "ASYMX" + beam_limiting_device1.NumberOfLeafJawPairs = "1" + beam_limiting_device_sequence.append(beam_limiting_device1) + + # Beam Limiting Device Sequence: Beam Limiting Device 2 + beam_limiting_device2 = Dataset() + # TODO: likely that Elekta will need tweaking for this + beam_limiting_device2.RTBeamLimitingDeviceType = "ASYMY" + beam_limiting_device2.NumberOfLeafJawPairs = "1" + beam_limiting_device_sequence.append(beam_limiting_device2) + + # Beam Limiting Device Sequence: Beam Limiting Device 3 + beam_limiting_device3 = Dataset() + + # TODO: use MLC config instead + beam_limiting_device3.RTBeamLimitingDeviceType = "MLCX" + beam_limiting_device3.NumberOfLeafJawPairs = num_leaves + beam_limiting_device3.LeafPositionBoundaries = mlc_boundaries + + beam_limiting_device_sequence.append(beam_limiting_device3) + + # beam1.BeamNumber = len(self.ds.BeamSequence) # set later in plan; + beam.BeamName = beam_name + beam.BeamType = beam_type.value + beam.RadiationType = "PHOTON" + beam.TreatmentDeliveryType = "TREATMENT" + beam.NumberOfWedges = "0" + beam.NumberOfCompensators = "0" + beam.NumberOfBoli = "0" + beam.NumberOfBlocks = "0" + beam.FinalCumulativeMetersetWeight = "1.0" + beam.NumberOfControlPoints = "0" + + # Control Point Sequence + cp_sequence = Sequence() + beam.ControlPointSequence = cp_sequence + return beam + + def _append_initial_control_point( + self, + energy: int, + dose_rate: int, + x1: float, + x2: float, + y1: float, + y2: float, + gantry_angle: Union[float, list[float]], + gantry_rot: GantryDirection, + coll_angle: float, + couch_vrt: float, + couch_lat: float, + couch_lng: float, + couch_rot: float, + mlc_positions: list[float], + ): + # Control Point Sequence: Control Point 0 + cp0 = Dataset() + cp0.ControlPointIndex = "0" + cp0.NominalBeamEnergy = str(energy) + cp0.DoseRateSet = str(dose_rate) + + # Beam Limiting Device Position Sequence + beam_limiting_device_position_sequence = Sequence() + cp0.BeamLimitingDevicePositionSequence = beam_limiting_device_position_sequence + + # Beam Limiting Device Position Sequence: Beam Limiting Device Position 1 + beam_limiting_device_position1 = Dataset() + beam_limiting_device_position1.RTBeamLimitingDeviceType = "ASYMX" + beam_limiting_device_position1.LeafJawPositions = [x1, x2] + beam_limiting_device_position_sequence.append(beam_limiting_device_position1) + + # Beam Limiting Device Position Sequence: Beam Limiting Device Position 2 + beam_limiting_device_position2 = Dataset() + beam_limiting_device_position2.RTBeamLimitingDeviceType = "ASYMY" + beam_limiting_device_position2.LeafJawPositions = [y1, y2] + beam_limiting_device_position_sequence.append(beam_limiting_device_position2) + + # Beam Limiting Device Position Sequence: Beam Limiting Device Position 3 + beam_limiting_device_position3 = Dataset() + beam_limiting_device_position3.RTBeamLimitingDeviceType = "MLCX" + beam_limiting_device_position3.LeafJawPositions = [ + f"{m:6f}" for m in mlc_positions + ] # convert to truncated string to fit VR limitations + beam_limiting_device_position_sequence.append(beam_limiting_device_position3) + + cp0.GantryAngle = str(gantry_angle) + cp0.GantryRotationDirection = gantry_rot.value + cp0.BeamLimitingDeviceAngle = str(coll_angle) + cp0.BeamLimitingDeviceRotationDirection = "NONE" + cp0.PatientSupportAngle = str(couch_rot) + cp0.PatientSupportRotationDirection = "NONE" + cp0.TableTopEccentricAngle = "0.0" + cp0.TableTopEccentricRotationDirection = "NONE" + cp0.TableTopVerticalPosition = str(couch_vrt) + cp0.TableTopLongitudinalPosition = str(couch_lng) + cp0.TableTopLateralPosition = str(couch_lat) + cp0.IsocenterPosition = None + cp0.CumulativeMetersetWeight = "0.0" + + # Referenced Dose Reference Sequence + refd_dose_ref_sequence = Sequence() + cp0.ReferencedDoseReferenceSequence = refd_dose_ref_sequence + + self.ds.NumberOfControlPoints = 1 # increment this + self.ds.ControlPointSequence.append(cp0) + + def _append_secondary_static_control_point(self, meter_set: float) -> None: + # Control Point Sequence: Control Point 1 + cp1 = Dataset() + cp1.ControlPointIndex = len(self.ds.ControlPointSequence) + + cp1.CumulativeMetersetWeight = ( + f"{meter_set:.5f}" # convert to truncated string to fit VR limitations + ) + + self.ds.NumberOfControlPoints = int(self.ds.NumberOfControlPoints) + 1 + self.ds.ControlPointSequence.append(cp1) + + def _append_secondary_dynamic_control_point( + self, + mlc_positions: list[float], + meter_set: float, + gantry_angle: float, + gantry_dir: GantryDirection, + ) -> None: + # Control Point Sequence: Control Point 1 + cp1 = Dataset() + cp1.ControlPointIndex = len(self.ds.ControlPointSequence) + + if gantry_dir != GantryDirection.NONE: + cp1.GantryAngle = gantry_angle + cp1.GantryRotationDirection = gantry_dir.value + cp1.CumulativeMetersetWeight = ( + f"{meter_set:.5f}" # convert to truncated string to fit VR limitations + ) + + # Beam Limiting Device Position Sequence + beam_limiting_device_position_sequence = Sequence() + cp1.BeamLimitingDevicePositionSequence = beam_limiting_device_position_sequence + + # Beam Limiting Device Position Sequence: Beam Limiting Device Position 1 + beam_limiting_device_position1 = Dataset() + beam_limiting_device_position1.RTBeamLimitingDeviceType = "MLCX" + beam_limiting_device_position1.LeafJawPositions = [ + f"{m:6f}" for m in mlc_positions + ] # convert to truncated string to fit VR limitations + beam_limiting_device_position_sequence.append(beam_limiting_device_position1) + + # Referenced Dose Reference Sequence + refd_dose_ref_sequence = Sequence() + cp1.ReferencedDoseReferenceSequence = refd_dose_ref_sequence + + self.ds.NumberOfControlPoints = int(self.ds.NumberOfControlPoints) + 1 + self.ds.ControlPointSequence.append(cp1) + + +class PlanGenerator: + @classmethod + def from_rt_plan_file(cls, rt_plan_file: str, plan_label: str, plan_name: str): + """Load an existing RTPLAN file and create a new plan based on it. + + Parameters + ---------- + rt_plan_file : str + The path to the RTPLAN file. + plan_label : str + The label of the new plan. + plan_name : str + The name of the new plan. + """ + ds = pydicom.dcmread(rt_plan_file) + return cls(ds, plan_label, plan_name) + + def __init__( + self, ds: Dataset, plan_label: str, plan_name: str, x_width: float = 400 + ): + """A tool for generating new QA RTPlan files. + + Parameters + ---------- + ds : Dataset + The RTPLAN dataset to base the new plan off of. The plan must already have MLC positions. + plan_label : str + The label of the new plan. + plan_name : str + The name of the new plan. + x_width : float + The overall width of the MLC movement in the x-direction. + """ + if ds.Modality != "RTPLAN": + raise ValueError("File is not an RTPLAN file") + self.x_width = x_width + # check has patient name, id + + # check has tolerance table sequence + + # check has MLC data + + self.ds = ds + + ###### Clear/initialize the metadata for the new plan + + self.ds.RTPlanLabel = plan_label + self.ds.RTPlanName = plan_name + date = datetime.datetime.now().strftime("%Y%m%d") + time = datetime.datetime.now().strftime("%H%M%S") + + self.ds.InstanceCreationDate = date + self.ds.InstanceCreationTime = time + self.ds.SOPInstanceUID = generate_uid() + + # Patient Setup Sequence + patient_setup_sequence = Sequence() + self.ds.PatientSetupSequence = patient_setup_sequence + + # Dose Reference Sequence + dose_ref_sequence = Sequence() + self.ds.DoseReferenceSequence = dose_ref_sequence + dose_ref1 = Dataset() + dose_ref1.DoseReferenceNumber = "1" + dose_ref1.DoseReferenceUID = generate_uid() + dose_ref1.DoseReferenceStructureType = "SITE" + dose_ref1.DoseReferenceDescription = "PTV" + dose_ref1.DoseReferenceType = "TARGET" + dose_ref1.DeliveryMaximumDose = "20.0" + dose_ref1.TargetPrescriptionDose = "40.0" + dose_ref1.TargetMaximumDose = "20.0" + self.ds.DoseReferenceSequence.append(dose_ref1) + + # Fraction Group Sequence + frxn_gp_sequence = Sequence() + self.ds.FractionGroupSequence = frxn_gp_sequence + # Fraction Group Sequence: Fraction Group 1 + frxn_gp1 = Dataset() + frxn_gp1.FractionGroupNumber = "1" + frxn_gp1.NumberOfFractionsPlanned = "1" + frxn_gp1.NumberOfBeams = str(0) + frxn_gp1.NumberOfBrachyApplicationSetups = "0" + + # Referenced Beam Sequence + refd_beam_sequence = Sequence() + frxn_gp1.ReferencedBeamSequence = refd_beam_sequence + self.ds.FractionGroupSequence.append(frxn_gp1) + + # Beam Sequence + self._old_beam = self.ds.BeamSequence[0] + beam_sequence = Sequence() + self.ds.BeamSequence = beam_sequence + + @property + def num_leaves(self) -> int: + """The number of leaves in the MLC.""" + return self._old_beam.BeamLimitingDeviceSequence[-1].NumberOfLeafJawPairs * 2 + + @property + def leaf_config(self) -> list[float]: + """The leaf boundaries of the MLC.""" + return self._old_beam.BeamLimitingDeviceSequence[-1].LeafPositionBoundaries + + @property + def machine_name(self) -> str: + """The name of the machine.""" + return self._old_beam.TreatmentMachineName + + def add_beam(self, beam: Beam, mu: int): + """Add a beam to the plan using the Beam object. Although public, + this is a low-level method that is used by the higher-level methods like add_open_field_beam. + This handles the associated metadata like the referenced beam sequence and fraction group sequence. + """ + self.ds.BeamSequence.append(beam.ds) + self.ds.BeamSequence[-1].BeamNumber = len(self.ds.BeamSequence) + self._add_referenced_beam(mu=mu) + self.ds.FractionGroupSequence[0].NumberOfBeams = ( + int(self.ds.FractionGroupSequence[0].NumberOfBeams) + 1 + ) + + def add_picketfence_beam( + self, + strip_width: float = 3, + strip_positions: tuple = (-50, -30, -10, 10, 30, 50), + y1: float = -200, + y2: float = 200, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + dose_rate: int = 600, + energy: int = 6, + gantry_angle: int = 0, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + couch_rot: int = 0, + beam_mu: int = 200, + transition_dose: float = 0.01, + jaw_padding: int = 20, + beam_name: str = "PF", + ): + """Add a picket fence beam to the plan. + + Parameters + ---------- + strip_width : float + The width of the strips in mm. + strip_positions : tuple + The positions of the strips in mm. + y1 : float + The bottom jaw position. Usually negative. More negative is lower. + y2 : float + The top jaw position. Usually positive. More positive is higher. + fluence_mode : FluenceMode + The fluence mode of the beam. + dose_rate : int + The dose rate of the beam. + energy : int + The energy of the beam. + gantry_angle : int + The gantry angle of the beam. + coll_angle : int + The collimator angle of the beam. + couch_vrt : int + The couch vertical position. + couch_lng : int + The couch longitudinal position. + couch_lat : int + The couch lateral position. + couch_rot : int + The couch rotation. + beam_mu : int + The monitor units of the beam. + transition_dose : float + The dose in between the strips. Usually you need *some* dose in between the strips. + jaw_padding : int + The padding to add to the X jaws. + beam_name : str + The name of the beam. + """ + # create MU weighting; we create a [0, 1/N, ..., 1] where N is the number of strips sequence but also add in transition doses + start_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) + end_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) + meter_sets = np.concatenate((start_meter_sets, end_meter_sets))[:-1] + meter_sets.sort() + meter_sets[1:-1:2] = [ + s + transition_dose for idx, s in enumerate(meter_sets[1:-1:2]) + ] + mlc = MLCShaper( + leaf_y_positions=self.leaf_config, max_x=self.x_width / 2, sacrifice_gap=5 + ) + # create initial starting point; start under the jaws + mlc.add_strip( + position=strip_positions[0] - jaw_padding - 10, + strip_width=strip_width, + ) + + for strip in strip_positions: + # starting control point + mlc.add_strip( + position=strip, + strip_width=strip_width, + ) + # ending control point + mlc.add_strip( + position=strip, + strip_width=strip_width, + ) + beam = Beam( + beam_name=beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=dose_rate, + x1=min(strip_positions) - jaw_padding, + x2=max(strip_positions) + jaw_padding, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=mlc.as_control_points(), + meter_sets=meter_sets, + beam_mu=beam_mu, + fluence_mode=fluence_mode, + mlc_boundaries=self.leaf_config, + machine_name=self.machine_name, + ) + self.add_beam(beam, mu=beam_mu) + + def add_dose_rate_beams(self): + pass + + def add_mlc_speed_beams(self): + pass + + def add_winston_lutz_beams( + self, + x1: float = -10, + x2: float = 10, + y1: float = -10, + y2: float = 10, + defined_by_mlcs: bool = True, + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + dose_rate: int = 600, + axes_positions: Iterable[dict] = ({"gantry": 0, "collimator": 0, "couch": 0},), + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + beam_mu: int = 10, + jaw_padding: int = 5, + ): + """Add Winston-Lutz beams to the plan. Will create a beam for each set of axes positions. + + Parameters + ---------- + x1 : float + The left jaw position. + x2 : float + The right jaw position. + y1 : float + The bottom jaw position. + y2 : float + The top jaw position. + defined_by_mlcs : bool + Whether the field edges are defined by the MLCs or the jaws. + energy : int + The energy of the beam. + fluence_mode : FluenceMode + The fluence mode of the beam. + dose_rate : int + The dose rate of the beam. + axes_positions : Iterable[dict] + The positions of the axes. Each dict should have keys 'gantry', 'collimator', and 'couch'. + couch_vrt : int + The couch vertical position. + couch_lng : int + The couch longitudinal position. + couch_lat : int + The couch lateral position. + beam_mu : int + The monitor units of the beam. + jaw_padding : int + The padding to add. If defined by the MLCs, this is the padding of the jaws. If defined by the jaws, + this is the padding of the MLCs. + """ + for axes in axes_positions: + if defined_by_mlcs: + mlc_padding = 0 + jaw_padding = jaw_padding + else: + mlc_padding = jaw_padding + jaw_padding = 0 + mlc = MLCShaper( + leaf_y_positions=self.leaf_config, max_x=200, sacrifice_gap=5 + ) + mlc.add_rectangle( + left_position=x1 - mlc_padding, + right_position=x2 + mlc_padding, + top_position=y2 + mlc_padding, + bottom_position=y1 - mlc_padding, + outer_strip_width=5, + x_outfield_position=-200 + 5, + ) + beam = Beam( + beam_name=f"G{axes['gantry']:g}C{axes['collimator']:g}P{axes['couch']:g}", + beam_type=BeamType.STATIC, + energy=energy, + dose_rate=dose_rate, + x1=x1 - jaw_padding, + x2=x2 + jaw_padding, + y1=y1 - jaw_padding, + y2=y2 + jaw_padding, + gantry_angles=axes["gantry"], + gantry_direction=GantryDirection.NONE, + coll_angle=axes["collimator"], + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=0, + mlc_positions=mlc.as_control_points(), + meter_sets=[0, 1], + fluence_mode=fluence_mode, + mlc_boundaries=self.leaf_config, + machine_name=self.machine_name, + ) + self.add_beam(beam, mu=beam_mu) + + def add_gantry_speed_beams(self): + pass + + def add_dlg_beam(self): + pass + + def add_open_field_beam( + self, + x1: float, + x2: float, + y1: float, + y2: float, + defined_by_mlcs: bool = True, + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + dose_rate: int = 600, + gantry_angle: int = 0, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + couch_rot: int = 0, + beam_mu: int = 200, + padding: float = 5, + beam_name: str = "Open", + outside_strip_width: float = 5, + ): + """Add an open field beam to the plan. + + Parameters + ---------- + x1 : float + The left jaw position. + x2 : float + The right jaw position. + y1 : float + The bottom jaw position. + y2 : float + The top jaw position. + defined_by_mlcs : bool + Whether the field edges are defined by the MLCs or the jaws. + energy : int + The energy of the beam. + fluence_mode : FluenceMode + The fluence mode of the beam. + dose_rate : int + The dose rate of the beam. + gantry_angle : int + The gantry angle of the beam. + coll_angle : int + The collimator angle of the beam. + couch_vrt : int + The couch vertical position. + couch_lng : int + The couch longitudinal position. + couch_lat : int + The couch lateral position. + couch_rot : int + The couch rotation. + beam_mu : int + The monitor units of the beam. + padding : float + The padding to add to the jaws or MLCs. + beam_name : str + The name of the beam. + outside_strip_width : float + The width of the strip of MLCs outside the field. + """ + if defined_by_mlcs: + mlc_padding = 0 + jaw_padding = padding + else: + mlc_padding = padding + jaw_padding = 0 + mlc = MLCShaper(leaf_y_positions=self.leaf_config, max_x=200, sacrifice_gap=5) + mlc.add_rectangle( + left_position=x1 - mlc_padding, + right_position=x2 + mlc_padding, + top_position=y2 + mlc_padding, + bottom_position=y1 - mlc_padding, + outer_strip_width=outside_strip_width, + x_outfield_position=-self.x_width / 2 + outside_strip_width, + ) + beam = Beam( + beam_name=beam_name, + beam_type=BeamType.STATIC, + energy=energy, + dose_rate=dose_rate, + x1=x1 - jaw_padding, + x2=x2 + jaw_padding, + y1=y1 - jaw_padding, + y2=y2 + jaw_padding, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=mlc.as_control_points(), + meter_sets=[0, 1], + fluence_mode=fluence_mode, + mlc_boundaries=self.leaf_config, + machine_name=self.machine_name, + ) + self.add_beam(beam, mu=beam_mu) + + def to_file(self, filename: str | Path) -> None: + """Write the DICOM dataset to file""" + self.ds.save_as(filename, write_like_original=False) + + def as_dicom(self) -> Dataset: + """Return the new DICOM dataset.""" + return self.ds + + def _add_referenced_beam(self, mu: float) -> None: + # Referenced Beam Sequence: Referenced Beam 1 + refd_beam1 = Dataset() + refd_beam1.BeamDose = "1.0" + refd_beam1.BeamMeterset = str(mu) + self.ds.FractionGroupSequence[0].ReferencedBeamSequence.append(refd_beam1) + refd_beam1.ReferencedBeamNumber = ( + len(self.ds.FractionGroupSequence[0].ReferencedBeamSequence) - 1 + ) diff --git a/pylinac/plan_generator/fluence.py b/pylinac/plan_generator/fluence.py new file mode 100644 index 00000000..a5211f0b --- /dev/null +++ b/pylinac/plan_generator/fluence.py @@ -0,0 +1,413 @@ +import math +from itertools import zip_longest + +import numpy as np +import plotly.graph_objs as go +from matplotlib import pyplot as plt +from matplotlib.patches import Rectangle +from pydicom import Dataset + + +def generate_fluence( + rt_plan: Dataset, width_mm: int, resolution_mm: float = 0.1, dtype=np.uint16 +) -> np.array: + """Generate the fluence map from the RT Plan. This will create an + MxN array where M is the width in mm * resolution and N is the height set by the bounds of the MLCs * resolution. + """ + + # zoom factor + z = 1 / resolution_mm + # Get the MLC extent + # if no MLCs, abort + mlc_bounds_um = ( + rt_plan.BeamSequence[0] + .BeamLimitingDeviceSequence[-1] + .get("LeafPositionBoundaries") + ) + if not mlc_bounds_um: + return np.zeros((1, 10, 10)) + mlc_bounds_um = np.asarray(mlc_bounds_um, dtype=float) * z + y_offset_um = np.abs(mlc_bounds_um.min()) + mlc_bounds_um += np.abs(y_offset_um) + num_beams = len(rt_plan.BeamSequence) + fluences = np.zeros( + (num_beams, (int(mlc_bounds_um[-1] - mlc_bounds_um[0])), (int(width_mm * z))), + dtype=dtype, + ) + # iterate through each beam + for beam_idx, beam in enumerate(rt_plan.BeamSequence): + # if setup field, skip beam + if beam.TreatmentDeliveryType == "SETUP": + continue + # if no MLCs defined, skip beam (I.e. jaw-based open field) + if ( + len( + beam.ControlPointSequence[0].get( + "BeamLimitingDevicePositionSequence", [] + ) + ) + < 3 + ): + continue + running_meterset = 0 + # Fill the fluence matrix + for cp_idx, cp in enumerate(beam.ControlPointSequence): + if ( + not cp.get("BeamLimitingDevicePositionSequence") + and cp.CumulativeMetersetWeight == 1 + ): + # shortcut for a simple 2-element fluence. the end position is the same as the start + # position, so we can set this control point to the same as the last one and set the + # meterset to 1 + cp = beam.ControlPointSequence[cp_idx - 1] + cp.CumulativeMetersetWeight = 1 + if len(cp.BeamLimitingDevicePositionSequence) == 3: + pass + # left_x_jaw = ( + # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[0] + # ) * z + # right_x_jaw = ( + # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[1] + # ) * z + # top_y_jaw = ( + # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[0] * z + # + y_offset_um + # ) + # bottom_y_jaw = ( + # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[1] * z + # + y_offset_um + # ) + else: + pass + # left_x_jaw = 0 + # right_x_jaw = 0 + # top_y_jaw = 0 + # bottom_y_jaw = fluences[0].shape[0] + left_leaves = ( + np.asarray( + cp.BeamLimitingDevicePositionSequence[-1].LeafJawPositions[ + : int(len(mlc_bounds_um) - 1) + ] + ) + * z + + width_mm * z / 2 + ).astype(int) + left_leaves[left_leaves < 0] = 0 + right_leaves = ( + np.asarray( + cp.BeamLimitingDevicePositionSequence[-1].LeafJawPositions[ + int(len(mlc_bounds_um) - 1) : + ] + ) + * z + + width_mm * z / 2 + ).astype(int) + right_leaves[right_leaves < 0] = 0 + mu_delta = int((cp.CumulativeMetersetWeight - running_meterset) * 1000) + for idx in range(len(mlc_bounds_um) - 1): + leaf_bounds_um = mlc_bounds_um[idx : idx + 2].astype(int) + for px in np.arange(leaf_bounds_um[0], leaf_bounds_um[1]): + s = slice(left_leaves[idx], right_leaves[idx]) + fluences[beam_idx, px, s] += mu_delta + running_meterset = cp.CumulativeMetersetWeight + return fluences + + +def generate_control_point_fluence( + rt_plan: Dataset, + beam_idx: int, + width_mm: int, + resolution_mm: float = 0.1, + dtype=np.uint16, +) -> (np.array, list[dict[str, dict[str, int]]]): + """Generate the fluence map from the RT Plan. This will create an + MxN array where M is the width in mm * resolution and N is the height set by the bounds of the MLCs * resolution. + """ + z = 1 / resolution_mm + # Get the MLC extent + # if no MLCs, abort + mlc_bounds_um = ( + rt_plan.BeamSequence[0] + .BeamLimitingDeviceSequence[-1] + .get("LeafPositionBoundaries") + ) + if not mlc_bounds_um: + return np.zeros((1, 10, 10)) + mlc_bounds_um = np.asarray(mlc_bounds_um, dtype=float) * z + y_offset_um = np.abs(mlc_bounds_um.min()) + mlc_bounds_um += np.abs(y_offset_um) + beam = rt_plan.BeamSequence[beam_idx] + num_cps = len(beam.ControlPointSequence) + fluences = np.zeros( + (num_cps, (int(mlc_bounds_um[-1] - mlc_bounds_um[0])), (int(width_mm * z))), + dtype=dtype, + ) + + mlc_leaves = [] + # iterate through each beam + # if setup field, skip beam + if beam.TreatmentDeliveryType == "SETUP": + return np.zeros((1, 10, 10)) + # if no MLCs defined, skip beam (I.e. jaw-based open field) + if ( + len(beam.ControlPointSequence[0].get("BeamLimitingDevicePositionSequence", [])) + < 3 + ): + return np.zeros((1, 10, 10)) + running_meterset = 0 + # Fill the fluence matrix + for cp_idx, cp in enumerate(beam.ControlPointSequence): + if ( + not cp.get("BeamLimitingDevicePositionSequence") + and cp.CumulativeMetersetWeight == 1 + ): + # shortcut for a simple 2-element fluence. the end position is the same as the start + # position, so we can set this control point to the same as the last one and set the + # meterset to 1 + cp = beam.ControlPointSequence[cp_idx - 1] + cp.CumulativeMetersetWeight = 1 + if len(cp.BeamLimitingDevicePositionSequence) == 3: + pass + # left_x_jaw = ( + # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[0] + # ) * z + # right_x_jaw = ( + # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[1] + # ) * z + # top_y_jaw = ( + # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[0] * z + # + y_offset_um + # ) + # bottom_y_jaw = ( + # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[1] * z + # + y_offset_um + # ) + else: + pass + # left_x_jaw = 0 + # right_x_jaw = 0 + # top_y_jaw = 0 + # bottom_y_jaw = fluences[0].shape[0] + left_leaves = ( + np.asarray( + cp.BeamLimitingDevicePositionSequence[-1].LeafJawPositions[ + : int(len(mlc_bounds_um) - 1) + ] + ) + * z + + width_mm * z / 2 + ).astype(int) + left_leaves[left_leaves < 0] = 0 + right_leaves = ( + np.asarray( + cp.BeamLimitingDevicePositionSequence[-1].LeafJawPositions[ + int(len(mlc_bounds_um) - 1) : + ] + ) + * z + + width_mm * z / 2 + ).astype(int) + right_leaves[right_leaves < 0] = 0 + mu_delta = int((cp.CumulativeMetersetWeight - running_meterset) * 1000) + fluences[cp_idx] = fluences[cp_idx - 1] + mlc_positions = {} + for idx in range(len(mlc_bounds_um) - 1): + # fluence of the very first control point is always 0 + if cp_idx == 0: + continue + else: + leaf_bounds_um = mlc_bounds_um[idx : idx + 2].astype(int) + for px in np.arange(leaf_bounds_um[0], leaf_bounds_um[1]): + s = slice(left_leaves[idx], right_leaves[idx]) + fluences[cp_idx, px, s] += mu_delta + mlc_positions[f"A{idx+1}"] = { + "x0": 0, + "x1": left_leaves[idx], + "y0": leaf_bounds_um[0], + "y1": leaf_bounds_um[1], + } + mlc_positions[f"B{idx+1}"] = { + "x0": right_leaves[idx], + "x1": fluences.shape[2], + "y0": leaf_bounds_um[0], + "y1": leaf_bounds_um[1], + } + mlc_leaves.append(mlc_positions) + running_meterset = cp.CumulativeMetersetWeight + return fluences, mlc_leaves + + +def plot_fluences( + fluences: np.array, plan: Dataset, width_mm: int, resolution_mm: float +): + """Plot the fluences of the dataset""" + # figure out the right rows/cols + if fluences.shape[0] < 3: + fig, axes = plt.subplots(1, fluences.shape[0]) + if fluences.shape[0] == 1: + axes = (axes,) + else: + fig, axes = plt.subplots(math.ceil(fluences.shape[0] / 3), 3) + axes = axes.flat + fig.suptitle(plan.PatientID) + m = fluences.max() + for i, (fluence, ax) in enumerate(zip_longest(fluences, axes)): + if fluence is None or np.isclose(fluence.max(), 0): + ax.axis("off") + else: + ax.imshow(fluence, vmin=0, vmax=m) + ax.set_title(f"{plan.BeamSequence[i].BeamName}") + ax.set_xticks([]) + ax.set_yticks([]) + # now plot the jaw positions as vertical/horizontal lines + beam = plan.BeamSequence[i] + cp = beam.ControlPointSequence[0] + scale = 1 / resolution_mm + x_offset = width_mm * scale / 2 + y_offset = fluence.shape[0] / 2 + left_x_jaw = ( + cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[0] * scale + + x_offset + ) + right_x_jaw = ( + cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[1] * scale + + x_offset + ) + top_y_jaw = ( + cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[0] * scale + + y_offset + ) + bottom_y_jaw = ( + cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[1] * scale + + y_offset + ) + rect = Rectangle( + xy=(left_x_jaw, bottom_y_jaw), + width=right_x_jaw - left_x_jaw, + height=top_y_jaw - bottom_y_jaw, + fill=False, + color="r", + ) + ax.add_patch(rect) + plt.show() + + +def plot_control_point_fluence( + fluences: np.ndarray, mlc_positions: list[dict[str, dict[str, int]]] +): + frames = [fluence for fluence in fluences] # Replace with your actual data + overall_max = max([frame.max() for frame in frames]) + # Example rectangle definitions for each frame (x0, y0, x1, y1) + # You would replace these with your actual rectangle coordinates + # rectangles = [((1+i, 1+i), (3+i, 3+i)) for i in range(len(frames))] + rectangles = mlc_positions + # create rectangles that represent the MLCs + # rectangles = [] + # for frame in frames: + + # Create initial figure + fig = go.Figure() + + # Add initial image + fig.add_trace( + go.Heatmap( + z=frames[0], colorscale="Viridis", showscale=False, zmin=0, zmax=overall_max + ) + ) + + # Add initial rectangles (shapes) to the layout + initial_mlc_positions = rectangles[0] + initial_shapes = [] + for leaf in initial_mlc_positions.values(): + shape = dict( + type="rect", + x0=leaf["x0"], + y0=leaf["y0"], + x1=leaf["x1"], + y1=leaf["y1"], + line=dict(color="Black"), + ) + initial_shapes.append(shape) + fig.update_layout( + shapes=initial_shapes, + title="Frame 0", + ) + + # Animation + frames_data = [] + for i, frame in enumerate(frames[1:], start=1): + # generate all leaf rectangles + mlcs = rectangles[i] + leaves = [] + for leaf in mlcs.values(): + shape = dict( + type="rect", + x0=leaf["x0"], + y0=leaf["y0"], + x1=leaf["x1"], + y1=leaf["y1"], + line=dict(color="Black"), + ) + leaves.append(shape) + frame_data = go.Frame( + data=[ + go.Heatmap( + z=frame, + colorscale="Viridis", + showscale=False, + zmin=0, + zmax=overall_max, + ) + ], + name=f"Frame {i}", + layout=dict( + shapes=leaves, + title_text=f"Frame {i}", + ), + ) + frames_data.append(frame_data) + + fig.frames = frames_data + + # Animation layout options + fig.update_layout( + updatemenus=[ + { + "type": "buttons", + "buttons": [ + { + "label": "Play", + "method": "animate", + "args": [ + None, + { + "frame": {"duration": 500, "redraw": True}, + "fromcurrent": True, + }, + ], + }, + { + "args": [ + [None], + { + "frame": {"duration": 0, "redraw": False}, + "mode": "immediate", + "transition": {"duration": 0}, + }, + ], + "label": "Pause", + "method": "animate", + }, + ], + "direction": "left", + "pad": {"r": 10, "t": 87}, + "showactive": False, + "x": 0.1, + "xanchor": "right", + "y": 0, + "yanchor": "top", + } + ] + ) + + fig.show() diff --git a/pylinac/plan_generator/mlc.py b/pylinac/plan_generator/mlc.py new file mode 100644 index 00000000..aa935c7c --- /dev/null +++ b/pylinac/plan_generator/mlc.py @@ -0,0 +1,115 @@ +import numpy as np + + +class MLCShaper: + """The MLC Shaper is a tool for generating MLC positions and sequences to create a given pattern. + It can also create 'sacrifices' of MLC leaves to set the MLC or gantry speed to a certain value. + """ + + control_points: list[list[float]] + + def __init__( + self, leaf_y_positions: list[float], max_x: float, sacrifice_gap: int = 5 + ): + """ + Parameters + ---------- + leaf_y_positions + The y-positions of the MLC leaves. This is the same as the LeafJawPositions in the DICOM RT Plan. + max_x + The maximum x-position of the MLC leaves. + sacrifice_gap + The gap between the sacrificial leaves. This is used to separate the leaves that are being moved out of the way. + """ + self.leaf_y_positions = leaf_y_positions + self.max_x = max_x # mm + self.sacrifice_gap = sacrifice_gap # mm gap + self.control_points = [] + + @property + def centers(self) -> list[float]: + """The center positions of the MLC leaves""" + centers = [] + for leaf_start, leaf_end in zip( + self.leaf_y_positions[:-1], self.leaf_y_positions[1:] + ): + centers.append(float(np.mean([leaf_start, leaf_end]))) + return centers + + @property + def num_leaves(self) -> int: + """The number of leaves in the MLC""" + return len(self.leaf_y_positions) - 1 + + def as_control_points(self) -> list[list[float]]: + """Return the MLC positions in DICOM format as a list of positions for each control point""" + return self.control_points + + def add_rectangle( + self, + left_position: float, + right_position: float, + x_outfield_position: float, + top_position: float, + bottom_position: float, + outer_strip_width: float, + ) -> None: + """Create a rectangle using the MLCs. + + Parameters + ---------- + left_position + The left positions the MLCs should have when they are on the "infield" area in mm + right_position + The right side of the rectangle in mm. + x_outfield_position + The position the MLCs should have when they are on the "outfield" area. Typically, these are unused/outside leaves and just need to be put somewhere. + top_position + The upper y-bound that defines the out/in boundary in mm. + bottom_position + The lower y-bound that defines the out/in boundary in mm. + outer_strip_width + The separation width in mm of the leaves for the leaves outside the rectangle. + """ + positions: list = [0] * self.num_leaves * 2 + left_pos, right_pos, x_out, y_up, y_lo = ( + left_position, + right_position, + x_outfield_position, + top_position, + bottom_position, + ) + for idx, leaf_center in enumerate(self.centers): + positions[idx] = left_pos if y_lo < leaf_center < y_up else x_out + positions[idx + self.num_leaves] = ( + right_pos if y_lo < leaf_center < y_up else x_out + ) + if (leaf_center > y_up) or (leaf_center < y_lo): + positions[idx] -= outer_strip_width / 2 + positions[idx + self.num_leaves] += outer_strip_width / 2 + self.control_points.append(positions) + + def add_strip( + self, + position: float, + strip_width: float, + ) -> None: + """Create a single strip composed of MLCs. + This is a subset of the `add_rectangle` method, but centers the strip about the x_infield_position and uses + all the leaves. + + Parameters + ---------- + position + The central x-position of the leaves for the leaves on the 'infield' in mm. + strip_width + The width of the strip in mm, centered about the x_infield_position + """ + self.add_rectangle( + left_position=position - strip_width / 2, + right_position=position + strip_width / 2, + x_outfield_position=-200, # not relevant/used since we will use all the leaves + top_position=max(self.leaf_y_positions), + bottom_position=min(self.leaf_y_positions), + outer_strip_width=1, # not relevant/used since we will use all the leaves + ) diff --git a/pylinac/plan_generator/prefabs.py b/pylinac/plan_generator/prefabs.py new file mode 100644 index 00000000..84b87682 --- /dev/null +++ b/pylinac/plan_generator/prefabs.py @@ -0,0 +1,975 @@ +import copy +from itertools import count, cycle +from math import ceil, floor +from typing import Iterable + +import numpy as np +from pydicom import Dataset + +from .dicom import BeamType, DicomLinacPlan, FluenceMode, GantryDirection +from .mlc import MLCShaper, inject_sacrifices + + +def create_dlg_2_side_test( + nominal_dlg: float = 1.5, + mlc_type: str = "Millennium", + gantry_angle: int = 0, + beam_mu: int = 50, + dose_rate: int = 600, + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lat: int = 0, + couch_lng: int = 100, + couch_rot: int = 0, + n_gaps: int = 6, + step_size: float = 0.2, + position: float = 0, + jaw_padding: int = 5, + machine_name: str = "TrueBeam", + plan_label: str = "DLG", + beam_name: str = "DLG", +) -> Dataset: + """Create a single-field DLG evaluation test. This test will create two halves of a field, with the MLCs + almost perfectly aligned along the CAX inline axis. Some MLCs will be slightly retracted or slightly protruding + depending on the gap being tested. When the two halves are delivered, there will be some "missing" dose if the gaps + overlap too much and "extra" dose if the gap has an underlap. By evaluating the dose at the middle of the gap for + all the DLG test gaps, a linear regression line can be fitted to the gap values. Where this fitted line crosses the + 0-point is the ideal DLG. + + Note that the DLG gaps do not have to be exactly aligned to the ideal gap to determine the ideal DLG. The point is to + measure several gaps and interpolate. In fact, it's better from an image analysis perspective to **not** have any of the DLG + gaps be dead on. + + Parameters + ---------- + nominal_dlg + This is the DLG that the gaps will be centered about. This should be roughly equal to the DLG of the machine in ARIA. + n_gaps + The number of DLG gaps to assess. These will be roughly centered about the nominal DLG parameter. + step_size + The size in between each DLG measurement. E.g. 0.2 may result in gaps of 1.2, 1.4, 1.6... + position + The X-position of the DLG gaps. Typically this should be 0 (along the CAX). + """ + # TODO: check ngaps must be even + # TODO: check total range isn't an obscene value like 500 + # TODO: check n_steps isn't more than the # of leaves, preferably each step is 2 leaves + # TODO: incorporate MLC config max MLC positions + mlc = MLCShaper(mlc_type) + ref_mlc = MLCShaper(mlc_type) + # create MU weighting + meter_sets = [0, 0.5, 0.5, 1.0] + field_size = 100 + + # create MLC positions + mlc_positions = [ + mlc.create_dlg_pattern( + nominal_dlg=nominal_dlg, + n_gaps=n_gaps, + step_size=step_size, + field_size=field_size, + position=position, + side="left", + ), + mlc.create_dlg_pattern( + nominal_dlg=nominal_dlg, + n_gaps=n_gaps, + step_size=step_size, + field_size=field_size, + position=position, + side="left", + ), + mlc.create_dlg_pattern( + nominal_dlg=nominal_dlg, + n_gaps=n_gaps, + step_size=step_size, + field_size=field_size, + position=position, + side="right", + ), + mlc.create_dlg_pattern( + nominal_dlg=nominal_dlg, + n_gaps=n_gaps, + step_size=step_size, + field_size=field_size, + position=position, + side="right", + ), + ] + ref_mlc_positions = [ + ref_mlc.add_rectangle( + left_position=-field_size / 2, + right_position=field_size / 2, + top_position=mlc.mlc.max_y, + bottom_position=-mlc.mlc.max_y, + ), + ] * 4 + + # create jaw positions + x1 = -field_size / 2 - jaw_padding + x2 = field_size / 2 + jaw_padding + y1 = -field_size + y2 = field_size + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + # create DMLC field + v.add_beam( + beam_name=beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=mlc_positions, + meter_sets=meter_sets, + beam_mu=beam_mu, + fluence_mode=fluence_mode, + ) + # create reference field + v.add_beam( + beam_name=f"{beam_name} Ref", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=ref_mlc_positions, + meter_sets=meter_sets, + beam_mu=beam_mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +def create_dose_rate_test( + dose_rates: tuple = (100, 200, 300, 400, 500, 600), + default_dose_rate: int = 600, + mlc_type: str = "Millennium", + mlc_speed_max: int = 25, + gantry_angle: int = 0, + desired_mu: int = 50, + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lat: int = 0, + couch_lng: int = 100, + couch_rot: int = 0, + jaw_padding: int = 5, + machine_name: str = "TrueBeam", + plan_label: str = "DoseRateROI", +) -> Dataset: + """Create a single-field test to deliver several different dose rates of the machine. This creates several ROIs and + all of the ROIs should ideally give the same signal response (after accounting for the natural beam shape via reference). + The dose rate slow-down is accomplished via "sacrificial" moves of the outside MLC pair, which hinder the machine + from delivering at its maximum. + + Unlike the Varian beams, this **only** tests the dose rate and the gantry is static. Additionally, the desired dose + rates can be configured unlike Varian. + + The goal of this test is the same as the "Dose Rate Linearity Test". The difference between the two is that this is + one field + reference, thus quicker. The latter delivers several open fields. The latter is easier to process when using primitive + image analysis techniques and does not need a reference image and also corresponds to what the mental default of a + dose rate analysis test is for a physicist where an ion chamber is normally used. E.g. a physicist can directly compare + the results of the latter test with the EPID vs an ion chamber easily. This current test is proposed as a quicker + alternative. + """ + mlc = MLCShaper(mlc_type) + ref_mlc = MLCShaper(mlc_type) + # create MU weighting + start_meter_sets = np.linspace(0, 1, len(dose_rates) + 1) + end_meter_sets = np.linspace(0, 1, len(dose_rates) + 1) + meter_sets = np.concatenate((start_meter_sets, end_meter_sets))[ + :-1 + ] # drop last one as it's a 1.00 repeat + meter_sets.sort() + + # TODO: add validation of passed speed ROIs fit in MLC window + roi_size = 20 # mm wide + + # calculate MU + mlc_transition_time = roi_size / mlc_speed_max + min_mu = mlc_transition_time * max(dose_rates) * len(dose_rates) / 60 + mu = max(desired_mu, ceil(min_mu)) + + # create MLC positions + start_pos = -len(dose_rates) / 2 * roi_size # center the ROIs about the CAX + center_pos = [ + idx * roi_size + start_pos + roi_size / 2 for idx in range(len(dose_rates)) + ] + times_to_transition = [ + mu * 60 / (dose_rate * len(dose_rates)) for dose_rate in dose_rates + ] + # start off at the left-most edge + mlc_positions = [mlc.create_vmat_start_position(start_pos)] + # TODO: use MLCconfig max for below + ref_mlc_positions = [ + ref_mlc.create_vmat_position(start_pos, y_upper=200, y_lower=-200) + ] + sacrificial_movements = [tt * mlc_speed_max for tt in times_to_transition] + for center, sacrifice, _ in zip(center_pos, sacrificial_movements, meter_sets): + # two identical positions; one is the start and the other is the end. MU is delivered in between. + mlc_positions.append( + mlc.create_vmat_position( + x_infield_position=center, strip_width=roi_size, sacrifice=0 + ) + ) # cut off top and bottom pair as they are sacrificial + mlc_positions.append( + mlc.create_vmat_position( + x_infield_position=center, strip_width=roi_size, sacrifice=sacrifice + ) + ) # cut off top and bottom pair as they are sacrificial + # TODO: use MLCconfig max/min + ref_mlc_positions.append( + mlc.create_vmat_position( + x_infield_position=center, + strip_width=roi_size, + y_upper=200, + y_lower=-200, + ) + ) + ref_mlc_positions.append( + mlc.create_vmat_position( + x_infield_position=center, + strip_width=roi_size, + y_upper=200, + y_lower=-200, + ) + ) + + # break up sacrifices + new_meter_sets, new_mlc_positions = inject_sacrifices( + meter_sets, + mlc, + mlc_positions, + sacrificial_movements, + sacrifice_start_pos=start_pos, + sacrifice_max=50, + ) + + # create jaw positions + x1 = min(center_pos) - roi_size / 2 - jaw_padding # give mm extra room + x2 = max(center_pos) + roi_size / 2 + jaw_padding + y1 = -mlc.mlc.max_y + y2 = mlc.mlc.max_y + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + # dmlc beam + v.add_beam( + beam_name=f"DR{min(dose_rates)},{max(dose_rates)}", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max(dose_rates), + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=new_mlc_positions, + meter_sets=new_meter_sets, + beam_mu=mu, + fluence_mode=fluence_mode, + ) + # ref beam + v.add_beam( + beam_name="DR Ref", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=default_dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=ref_mlc_positions, + meter_sets=meter_sets, + beam_mu=mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +def create_gantry_speed_test( + speeds: tuple = (2, 3, 4, 4.8), + mlc_type: str = "Millennium", + mlc_speed_max: int = 25, + max_dose_rate: int = 400, + start_gantry_angle: int = 179, + max_gantry_speed: float = 4.8, + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lat: int = 0, + couch_lng: int = 100, + couch_rot: int = 0, + beam_name: str = "GS", + gantry_rot_dir: GantryDirection = GantryDirection.CLOCKWISE, + jaw_padding: int = 5, + machine_name: str = "TrueBeam", + plan_label: str = "GSpeed", +) -> Dataset: + """Create a single-field gantry speed test plan. This plan will slow down the gantry to the desired speeds and deliver + an ROI, similar to the classical VMAT tests, but this allows the user to specify the speeds. Inevitably, the dose + rate will also vary, but it is a dependent variable in the dicom plan generation. The gantry speeds are achieved + via sacrificial MLC movements of the outside pairs.""" + gantry_rot_dir = ( + GantryDirection(gantry_rot_dir) + if isinstance(gantry_rot_dir, str) + else gantry_rot_dir + ) + mlc = MLCShaper(mlc_type) + ref_mlc = MLCShaper(mlc_type) + # create MU weighting + meter_sets = np.linspace(0, 1, len(speeds) * 6 + 1) + ref_meter_sets = copy.copy(meter_sets) + + # TODO: add validation of passed speed ROIs fit in MLC window + # TODO: validate sacrificial movements (esp slow speeds) don't go over max overreach of MLCs (~14cm?) + + # create MLC positions + roi_size = 30 # mm wide + step_size = 10 # control point step size. I.e. 10mm to 20mm to 30mm, etc + start_pos = -len(speeds) / 2 * roi_size # center the ROIs + strip_widths = cycle((10, 20, roi_size, 20, 10, 1)) # TODO: make this parametric + center_pos = count(start_pos + step_size / 2, step_size / 2) + time_to_finish = [max_gantry_speed / speed for speed in np.repeat(speeds, 6)] + sacrificial_movements = [ttf * mlc_speed_max for ttf in time_to_finish] + # start off at the left-most edge + mlc_positions = [mlc.create_vmat_start_position(start_pos, strip_width=1)] + ref_mlc_positions = [ + ref_mlc.create_vmat_position( + start_pos, y_upper=mlc.mlc.max_y, y_lower=-mlc.mlc.max_y, strip_width=1 + ) + ] + for width, center, sacrifice, _ in zip( + strip_widths, center_pos, sacrificial_movements, meter_sets + ): + mlc_positions.append( + mlc.create_vmat_position( + x_infield_position=center, strip_width=width, sacrifice=sacrifice + ) + ) # cut off top and bottom pair as they are sacrificial + ref_mlc_positions.append( + ref_mlc.create_vmat_position( + x_infield_position=center, + strip_width=width, + y_upper=mlc.mlc.max_y, + y_lower=-mlc.mlc.max_y, + ) + ) + + # break up sacrifices + # meter_sets, mlc_positions = inject_sacrifices(meter_sets, mlc, mlc_positions, sacrificial_movements, + # sacrifice_start_pos=start_pos, sacrifice_max=50) + + # calc max allowable MU + min_ttf = min(time_to_finish) + meter_diff = 1 / (len(meter_sets) - 1) + max_mu = floor((min_ttf * (max_dose_rate / 60)) / meter_diff) + + # create jaw positions + x1 = min(mlc_positions[0]) - roi_size / 2 - jaw_padding + x2 = np.max(mlc_positions[-1]) + roi_size / 2 + jaw_padding + y1 = -mlc.mlc.max_y + y2 = mlc.mlc.max_y + + # create gantry angles + gantry_angles = [ + start_gantry_angle - idx * max_gantry_speed for idx in range(len(meter_sets)) + ] + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + # add the DMLC beam + v.add_beam( + beam_name=beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max_dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angles, + gantry_direction=gantry_rot_dir, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=mlc_positions, + meter_sets=meter_sets, + beam_mu=max_mu, + fluence_mode=fluence_mode, + ) + # add the reference beam (same movements, but static gantry) + v.add_beam( + beam_name="Reference" + beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max_dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angles[-1], + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=ref_mlc_positions, + meter_sets=ref_meter_sets, + beam_mu=max_mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +def create_mlc_speed_test( + speeds: tuple = (17.14, 10, 15, 20), + mlc_type: str = "Millennium", + mlc_speed_max: int = 25, + max_dose_rate: int = 400, + gantry_angle: int = 0, + energy: int = 6, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lat: int = 0, + couch_lng: int = 100, + couch_rot: int = 0, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + jaw_padding: int = 5, + machine_name: str = "TrueBeam", + plan_label: str = "MLC Speed", + beam_name: str = "MLC Speed", +) -> Dataset: + """Create an MLC speed test. This is similar to the standard Varian DRMLC test where multiple ROIs are created, + but the gantry isn't moving. + The user can also configure the speeds desired. The speeds are achieved via sacrificial moves of the outside MLC pairs. + """ + mlc = MLCShaper(mlc_type) + ref_mlc = MLCShaper(mlc_type) + # create MU weighting + meter_sets = np.linspace(0, 1, len(speeds) * 6 + 1) + + # TODO: add validation of passed speed ROIs fit in MLC window + # TODO: validate sacrificial movements (esp slow speeds) don't go over max overreach of MLCs (~14cm?) + + # create MLC positions + roi_size = 30 # mm wide + step_size = 10 # control point step size. I.e. 10mm to 20mm to 30mm, etc + strip_width = 1 + start_pos = -len(speeds) / 2 * roi_size # center the ROIs + strip_widths = cycle((10, 20, 30, 20, 10, strip_width)) + center_pos = count( + start_pos + step_size / 2, step_size / 2 + ) # TODO: change to add spacing between ROIs to minimize spikes on profile + time_to_finish = [step_size / speed for speed in np.repeat(speeds, 6)] + sacrificial_movements = [ttf * mlc_speed_max for ttf in time_to_finish] + # start off at the left-most edge + mlc_positions = [ + mlc.create_vmat_start_position(start_pos, strip_width=strip_width, to_left=True) + ] + ref_mlc_position = [ + ref_mlc.create_vmat_start_position( + start_pos, strip_width=strip_width, to_left=True + ) + ] + for width, center, sacrifice in zip( + strip_widths, center_pos, sacrificial_movements + ): + mlc_positions.append( + mlc.create_vmat_position( + x_infield_position=center, strip_width=width, sacrifice=sacrifice + ) + ) # cut off top and bottom pair as they are sacrificial + ref_mlc_position.append( + ref_mlc.create_vmat_position( + x_infield_position=center, + strip_width=width, + y_upper=mlc.mlc.max_y, + y_lower=-mlc.mlc.max_y, + ) + ) + + # break up sacrifices + meter_sets, mlc_positions = inject_sacrifices( + meter_sets, + mlc, + mlc_positions, + sacrificial_movements, + sacrifice_start_pos=start_pos, + sacrifice_max=50, + ) + + # calc max allowable MU + min_ttf = min(time_to_finish) + meter_diff = 1 / (len(meter_sets) - 1) + max_mu = floor((min_ttf * (max_dose_rate / 60)) / meter_diff) + + # create jaw positions + x1 = min(mlc_positions[0]) - roi_size / 2 - jaw_padding + x2 = np.max(mlc_positions[-1]) + roi_size / 2 + jaw_padding + y1 = -mlc.mlc.max_y + y2 = mlc.mlc.max_y + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + # add DMLC beam + v.add_beam( + beam_name=beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max_dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=mlc_positions, + meter_sets=meter_sets, + beam_mu=max_mu, + fluence_mode=fluence_mode, + ) + # add reference beam + v.add_beam( + beam_name="MLC Sp Ref", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max_dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=ref_mlc_position, + meter_sets=meter_sets, + beam_mu=max_mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +# TODO: add VMAT-type option +def create_picketfence_test( + strip_width: float = 3, + strip_positions: tuple = (-50, -30, -10, 10, 30, 50), + mlc_type: str = "Millennium", + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + max_dose_rate: int = 600, + gantry_angle: int = 0, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + couch_rot: int = 0, + beam_mu: int = 200, + transition_dose: float = 0.01, + jaw_padding: int = 5, + machine_name: str = "TrueBeam", + plan_label: str = "PicketF", + beam_name: str = "PF", +) -> Dataset: + """Create a typical picket fence test. This will create N pickets at the given positions with a specified width. + The gantry is static for this delivery.""" + mlc = MLCShaper(mlc_type) + # create MU weighting + start_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) + end_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) + meter_sets = np.concatenate((start_meter_sets, end_meter_sets))[:-1] + meter_sets.sort() + meter_sets[1:-1:2] = [ + s + transition_dose for idx, s in enumerate(meter_sets[1:-1:2]) + ] + + # create MLC positions + # TODO: validate this doesn't go outside MLC window + mlc_positions = [ + mlc.add_strip( + position=strip_positions[0] - 10, + y_bound_upper=mlc.mlc.max_y, + y_bound_lower=-mlc.mlc.max_y, + strip_width=strip_width, + ), + ] # align just to the left of first picket + for pos in strip_positions: + mlc_positions.append( + mlc.add_strip( + position=pos, + y_bound_lower=-mlc.mlc.max_y, + y_bound_upper=mlc.mlc.max_y, + strip_width=strip_width, + ) + ) + mlc_positions.append( + mlc.add_strip( + position=pos, + y_bound_lower=-mlc.mlc.max_y, + y_bound_upper=mlc.mlc.max_y, + strip_width=strip_width, + ) + ) + + # create jaw positions + x1 = min(strip_positions) - strip_width / 2 - jaw_padding + x2 = max(strip_positions) + strip_width / 2 + jaw_padding + y1 = -mlc.mlc.max_y + y2 = mlc.mlc.max_y + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + v.add_beam( + beam_name=beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max_dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=mlc_positions, + meter_sets=meter_sets, + beam_mu=beam_mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +def create_open_field( + x1: float, + x2: float, + y1: float, + y2: float, + defined_by_mlcs: bool = True, + mlc_type: str = "Millennium", + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + dose_rate: int = 600, + gantry_angle: int = 0, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + couch_rot: int = 0, + beam_mu: int = 200, + jaw_padding: int = 5, + machine_name: str = "TrueBeam", + plan_label: str = "Open Field", + beam_name: str = "Open", + machine_sn: str = "H191111", + tolerance_table: str = "T1", + patient_name: str = "RadMachine", + patient_id: str = "rad", +) -> Dataset: + """Create a simple, static open field defined either by the jaws or MLCs.""" + mlc = MLCShaper(mlc_type) + # create MU weighting + meter_sets = [0, 1] + + # create MLC positions + if defined_by_mlcs: + # TODO: validate this doesn't go outside MLC window + # create MLC square + mlc_positions = mlc.add_rectangle( + left_position=x1, + right_position=x2, + top_position=y2, + bottom_position=y1, + outer_strip_width=3, + x_outfield_position=x1 - jaw_padding * 2, + ) + # move jaws just outside MLC window + x1 -= jaw_padding + x2 += jaw_padding + y1 -= jaw_padding + y2 += jaw_padding + else: + # park the MLCs + mlc_positions = mlc.add_rectangle( + left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x + ) + + # create plan + v = DicomLinacPlan( + machine_name=machine_name, + plan_label=plan_label, + patient_name=patient_name, + patient_id=patient_id, + machine_sn=machine_sn, + tolerance_table=tolerance_table, + ) + v.add_beam( + beam_name=beam_name, + beam_type=BeamType.STATIC, + energy=energy, + dose_rate=dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=[ + mlc_positions, + ], + meter_sets=meter_sets, + beam_mu=beam_mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +def create_MU_linearity_set( + x1: float = -100, + x2: float = 100, + y1: float = -100, + y2: float = 100, + mu_set: tuple = (5, 50, 100, 200, 500, 1000), + mlc_type: str = "Millennium", + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + dose_rate: int = 600, + gantry_angle: int = 0, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + couch_rot: int = 0, + machine_name: str = "TrueBeam", + plan_label: str = "MU Linearity", +) -> Dataset: + """Create a set of open beams that deliver varying amounts of MUs.""" + mlc = MLCShaper(mlc_type) + # create MU weighting + meter_sets = [0, 1] + + # park the MLCs + mlc_positions = mlc.add_rectangle( + left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x + ) + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + for mu in mu_set: + v.add_beam( + beam_name=f"{mu} MU", + beam_type=BeamType.STATIC, + energy=energy, + dose_rate=dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=[ + mlc_positions, + ], + meter_sets=meter_sets, + beam_mu=mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +def create_dose_rate_linearity_set( + x1: float = -100, + x2: float = 100, + y1: float = -100, + y2: float = 100, + dr_set: tuple = (5, 50, 100, 200, 400, 600), + mlc_type: str = "Millennium", + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + mu: int = 100, + gantry_angle: int = 0, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + couch_rot: int = 0, + machine_name: str = "TrueBeam", + plan_label: str = "DR Linearity", +) -> Dataset: + """Create a set of open beams that deliver the same dose but with varying dose rates. See the other dose rate test for more info.""" + mlc = MLCShaper(mlc_type) + # create MU weighting + meter_sets = [0, 1] + + # park the MLCs + mlc_positions = mlc.add_rectangle( + left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x + ) + # mlc_positions = mlc.create_rectangle(left_position=-200, right_position=50, top_position=50, bottom_position=-50) + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + for dr in dr_set: + v.add_beam( + beam_name=f"{dr} MU/min", + beam_type=BeamType.STATIC, + energy=energy, + dose_rate=dr, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + mlc_positions=[ + mlc_positions, + ], + meter_sets=meter_sets, + beam_mu=mu, + fluence_mode=fluence_mode, + ) + return v.ds + + +def create_winston_lutz_set( + x1: float = -10, + x2: float = 10, + y1: float = -10, + y2: float = 10, + defined_by_mlcs: bool = True, + mlc_type: str = "Millennium", + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + dose_rate: int = 600, + axes_positions: Iterable[dict] = ({"gantry": 0, "collimator": 0, "couch": 0},), + couch_vrt: int = 0, + couch_lng: int = 100, + couch_lat: int = 0, + beam_mu: int = 10, + jaw_padding: int = 5, + machine_name: str = "TrueBeam", + plan_label: str = "Winston Lutz", +) -> Dataset: + """Create a set of simple, static open fields, defined either by the jaws or MLCs with G/C/P settings as done in WL.""" + mlc = MLCShaper(mlc_type) + # create MU weighting + meter_sets = [0, 1] + + # create MLC positions + if defined_by_mlcs: + # TODO: validate this doesn't go outside MLC window + # create MLC square + mlc_positions = mlc.add_rectangle( + left_position=x1, + right_position=x2, + top_position=y2, + bottom_position=y1, + outer_strip_width=3, + x_outfield_position=x1 - jaw_padding * 2, + ) + # move jaws just outside MLC window + x1 -= jaw_padding + x2 += jaw_padding + y1 -= jaw_padding + y2 += jaw_padding + else: + # park the MLCs + mlc_positions = mlc.add_rectangle( + left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x + ) + + # create plan + v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) + # create beams + for axes in axes_positions: + v.add_beam( + beam_name=f"G{axes['gantry']:g}C{axes['collimator']:g}P{axes['couch']:g}", + beam_type=BeamType.STATIC, + energy=energy, + dose_rate=dose_rate, + x1=x1, + x2=x2, + y1=y1, + y2=y2, + gantry_angles=axes["gantry"], + gantry_direction=GantryDirection.NONE, + coll_angle=axes["collimator"], + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=axes["couch"], + mlc_positions=[ + mlc_positions, + ], + meter_sets=meter_sets, + beam_mu=beam_mu, + fluence_mode=fluence_mode, + ) + return v.ds diff --git a/tests_basic/test_plan_generator.py b/tests_basic/test_plan_generator.py new file mode 100644 index 00000000..98336d27 --- /dev/null +++ b/tests_basic/test_plan_generator.py @@ -0,0 +1,136 @@ +from unittest import TestCase + +import pydicom + +from pylinac.plan_generator.dicom import ( + Beam, + BeamType, + FluenceMode, + GantryDirection, + PlanGenerator, +) +from tests_basic.utils import get_file_from_cloud_test_repo + + +class TestPlanGenerator(TestCase): + @classmethod + def setUpClass(cls) -> None: + cls.rt_plan_file = get_file_from_cloud_test_repo( + ["plan_generator", "Murray-plan.dcm"] + ) + + def test_from_rt_plan_file(self): + # shouldn't raise; happy path + PlanGenerator.from_rt_plan_file( + self.rt_plan_file, plan_label="label", plan_name="my name" + ) + + def test_from_not_rt_plan_file(self): + file = get_file_from_cloud_test_repo(["picket_fence", "AS500#2.dcm"]) + with self.assertRaises(ValueError): + PlanGenerator.from_rt_plan_file( + file, plan_label="label", plan_name="my name" + ) + + def test_from_rt_plan_dataset(self): + # happy path using a dicom dataset + dataset = pydicom.dcmread(self.rt_plan_file) + PlanGenerator(dataset, plan_label="label", plan_name="my name") + + def test_num_leaves(self): + pg = PlanGenerator.from_rt_plan_file( + self.rt_plan_file, plan_label="label", plan_name="my name" + ) + self.assertEqual(pg.num_leaves, 120) + + def test_machine_name(self): + pg = PlanGenerator.from_rt_plan_file( + self.rt_plan_file, plan_label="label", plan_name="my name" + ) + self.assertEqual(pg.machine_name, "TrueBeamSN5837") + + def test_leaf_config(self): + pg = PlanGenerator.from_rt_plan_file( + self.rt_plan_file, plan_label="label", plan_name="my name" + ) + self.assertEqual(len(pg.leaf_config), 61) + self.assertEqual(max(pg.leaf_config), 200) + self.assertEqual(min(pg.leaf_config), -200) + + def test_instance_uid_changes(self): + dcm = pydicom.dcmread(self.rt_plan_file) + pg = PlanGenerator.from_rt_plan_file( + self.rt_plan_file, plan_label="label", plan_name="my name" + ) + pg_dcm = pg.as_dicom() + self.assertNotEqual(pg_dcm.SOPInstanceUID, dcm.SOPInstanceUID) + + +def create_beam(**kwargs) -> Beam: + return Beam( + beam_name=kwargs.get("beam_name", "name"), + beam_type=kwargs.get("beam_type", BeamType.STATIC), + energy=kwargs.get("energy", 6), + dose_rate=kwargs.get("dose_rate", 600), + x1=kwargs.get("x1", -5), + x2=kwargs.get("x2", 5), + y1=kwargs.get("y1", -5), + y2=kwargs.get("y2", 5), + machine_name=kwargs.get("machine_name", "TrueBeam"), + gantry_angles=kwargs.get("gantry_angles", 0), + gantry_direction=kwargs.get("gantry_direction", GantryDirection.NONE), + coll_angle=kwargs.get("coll_angle", 0), + couch_vrt=kwargs.get("couch_vrt", 0), + couch_lng=kwargs.get("couch_lng", 0), + couch_lat=kwargs.get("couch_lat", 0), + couch_rot=kwargs.get("couch_rot", 0), + mlc_boundaries=kwargs.get("mlc_boundaries", [-200, -100, 0, 100, 200]), + mlc_positions=kwargs.get("mlc_positions", [[0], [0]]), + meter_sets=kwargs.get("meter_sets", [0, 1]), + fluence_mode=kwargs.get("fluence_mode", FluenceMode.STANDARD), + ) + + +class TestBeam(TestCase): + def test_beam_normal(self): + # shouldn't raise; happy path + create_beam() + + def test_too_long_beam_name(self): + with self.assertRaises(ValueError): + create_beam(beam_name="superlongbeamname") + + def test_1_mlc_position_for_static(self): + with self.assertRaises(ValueError): + create_beam( + mlc_positions=[[0], [0], [0], [0], [0]], beam_type=BeamType.STATIC + ) + + # valid + create_beam(mlc_positions=[[0]], beam_type=BeamType.STATIC) + + def test_mlc_positions_match_meter_sets(self): + with self.assertRaises(ValueError): + create_beam(mlc_positions=[[0] * 5], meter_sets=[1, 2, 3]) + + def test_gantry_must_be_dynamic_for_multiple_angles(self): + with self.assertRaises(ValueError): + create_beam(gantry_angles=[0, 90], beam_type=BeamType.STATIC) + + # valid + create_beam(gantry_angles=[0, 90], beam_type=BeamType.DYNAMIC) + + def test_must_have_gantry_direction_if_dynamic(self): + with self.assertRaises(ValueError): + create_beam( + gantry_angles=[0, 90], + beam_type=BeamType.DYNAMIC, + gantry_direction=GantryDirection.NONE, + ) + + # valid + create_beam( + gantry_angles=[0, 90], + beam_type=BeamType.DYNAMIC, + gantry_direction=GantryDirection.CLOCKWISE, + ) From d9530d68549a8d5c70e0b87022375c9c4ddc6f78 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Fri, 19 Apr 2024 14:21:59 -0500 Subject: [PATCH 08/21] plan generator --- docs/source/images/jaw_orientation.png | Bin 0 -> 133081 bytes docs/source/images/new_qa_plan.gif | Bin 0 -> 1446930 bytes docs/source/index.rst | 2 + docs/source/plan_generator.rst | 390 ++++++++++ docs/source/topics/fluence.rst | 46 ++ pylinac/core/validators.py | 6 + pylinac/plan_generator/dicom.py | 833 ++++++++++++++++++--- pylinac/plan_generator/fluence.py | 354 ++------- pylinac/plan_generator/mlc.py | 285 +++++++- pylinac/plan_generator/prefabs.py | 975 ------------------------- tests_basic/test_plan_generator.py | 783 +++++++++++++++++++- 11 files changed, 2267 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zQgEYRe0+^VkI|c=@`c)UNzaL?2nIW~+e()|=fao^`fh4Qjp$xVEF4M^P}cDNEOqBe zv}tisdr?Bc$epA0&R>P!xeQl2W?axK9sz~Oe}FZ96e8Yj)Q?16=o4>vp#w^6n4mS;&zjhYcf(_S@LNIdI8~bxc_#@a0mVPz(zE<_>;KuM!e3tc|Dv_b z|DDPFGL!jHD&Q|YXiV@Q3-DL}k0ToVa0V0%;L_u7{GZNYK#}lcANx-)J$^kKTz4Q& z1GNDdx!`a1&$sqJ`TN_Y7roBOioNP-&bN8bmw{XJyhzmOaO-7Jw6k e?y%_DIXWSH-Mn29CJtUsP9CObHQk&E4*wqyHQufO literal 0 HcmV?d00001 diff --git a/docs/source/index.rst b/docs/source/index.rst index 9a2bd90f..5452bafa 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -38,6 +38,7 @@ core_modules image_generator + plan_generator contrib .. toctree:: @@ -53,6 +54,7 @@ topics/scale topics/profiles topics/image_metrics + topics/fluence .. toctree:: :hidden: diff --git a/docs/source/plan_generator.rst b/docs/source/plan_generator.rst new file mode 100644 index 00000000..8fdac698 --- /dev/null +++ b/docs/source/plan_generator.rst @@ -0,0 +1,390 @@ +============== +Plan Generator +============== + +The plan generator is a tool for generating QA plans customized for user needs. +It can create typical plans like picket fence, open fields, gantry speed, MLC speed, Winston-Lutz, dose rate constancy tests and more. + + +.. warning:: + + This tool is meant for research and QA activities. It is not meant for actual patient treatment or use. + Do not use this in conjunction with a patient plan. + +.. warning:: + + The module is still experimental. It will take a few releases to work out the kinks. It's also + primarily designed for Varian machines and the Eclipse TPS (the defaults are set for such a configuration). + + +Prerequisites +------------- + +To use the plan generator a base RT Plan file (or dataset) is required from the machine and institution +it will be generating for. This is easy to do in Eclipse (and likely other TPSs) by creating/using a QA +patient and creating a simple plan on the machine of interest. The plan should have at least 1 field and +the field must contain MLCs. The MLCs don't have to do anything; it doesn't need to be dynamic plan. +The point is that a plan like this, regardless of what the MLCs are doing, simply contains the MLC setup information. +In list form, the plan should: + +* Be based on a QA/research patient in your R&V (no real patients) +* Have a field with MLCs (static or dynamic) +* Be set to the machine of interest +* Set the tolerance table to the desired table + +Once the plan is created and saved, export it to a DICOM file. This file will be used as the base plan for the generator. + +This entire process can be done in the Plan Parameters of Eclipse +as shown below: + +.. image:: images/new_qa_plan.gif + :width: 600 + :align: center + +Use DICOM Import/Export to export the plan to a file. + +Typical Use +----------- + +Once a DICOM plan is generated and downloaded, it can be passed to the Plan Generator. +The plan generator can then add QA fields into the plan. + +.. code-block:: python + + from pylinac.plan_generator.dicom import PlanGenerator + + rt_plan_file = r"C:\path\to\plan.dcm" + generator = PlanGenerator.from_rt_plan_file( + rt_plan_file, plan_name="New QA Plan", plan_label="New QA" + ) + + # add a picket fence beam + generator.add_picketfence_beam( + strip_width=3, + strip_positions=(-100, -50, 20, 80), # 4 pickets + mu=100, + beam_name="PF 3mm", + y1=-150, + y2=150, # set y-jaws so we can leave the EPID at 1500 + gantry_angle=90, + collimator_angle=0, + ) + + # add a simple open field + pg.add_open_field_beam( + x1=-5, + x2=5, + y1=-10, + y2=110, + defined_by_mlcs=True, + padding=10, + ) + + # when done, export + generator.to_file("new_plan.dcm") + +You may add as many fields as desired to the plan. The generator will update the plan with the new fields in the order they are +added. You can also create multiple separate plans this way by just adding 1 field or set of fields +at a time if multiple plans is more akin to your workflow. + +Plotting Fluence +---------------- + +Separate, but related, we can plot the generated fluences to ensure they are as expected before re-importing. +See the :ref:`plan_fluence` section for more information. + +.. code-block:: python + + generator.plot_fluences(width_mm=300, resolution_mm=0.3) + +Once the plan is generated, we can import it back into our TPS. + +Delivering the Plan +------------------- + +While the generated RT plan is nearly complete, +it still needs to be plan approved, scheduled, etc. Also, when delivering the plan, +you will have to add imaging on the fly to capture images. Depending on how +you set the y-jaws and the size of your ROIs, you may need to adjust the EPID +distance. + +Models +------ + +Overview +^^^^^^^^ + +To generate new QA customized plans, we start with a base QA plan that must contain a few key tags. +A new ``PlanGenerator`` instance is created. As the user adds fields, the generator will update the plan. +It updates this by generating an ``MLCShaper`` "shape" for each beam by generating control points and leaf positions. +This shape is then passed to a ``Beam``, which is a wrapper for a DICOM ``BeamSequence``. The beam is then added to the plan. + + +Plan Generator +^^^^^^^^^^^^^^ + +The plan generator works by starting with an existing RTPlan. The plan itself does not need to be +advanced. It only requires 1 field and the MLC configuration. The need for this is to know the machine +name, machine SN, MLC model, and tolerance table (by way of the DICOM tags). + +The required tags are: + +* Patient Name (0010, 0010) - This isn't changed, just referenced so that the exported plan has the same patient name. +* Patient ID (0010, 0020) - This isn't changed, just referenced so that the exported plan has the same patient ID. +* Machine Name (300A, 00B2) - This isn't changed, just referenced so that the exported plan has the same machine name. +* BeamSequence (300A, 00B0) - This is used to determine the MLC configuration. Specifically, the ``LeafPositionBoundaries`` + of the last ``BeamLimitingDeviceSequence`` of the first beam. + + .. note:: + + Only the first beam is considered. Extra beams are ignored. + +* Tolerance Table Sequence (300A, 0046) - This is required and will be reference by the generated beams. Only + the first tolerance table is considered. This is not changed by the generator. + +The generator will use this information skeleton to then create new fields as desired by the users. + +The tags changed are: + +* RT Plan Label (300A, 0003) - This is changed to reflect the new plan label. +* RT Plan Name (300A, 0002) - This is changed to reflect the new plan name. +* Instance Creation Time (0008, 0013) - This is changed to reflect the new plan creation time (now). +* Instance Creation Date (0008, 0012) - This is changed to reflect the new plan creation date (now). +* SOP Instance UID (0008, 0018) - A new, random UID is generated so it doesn't conflict with the original plan. +* Patient Setup Sequence (300A, 0180) - This is overwritten to a new, single setup. +* Dose Reference Sequence (300A, 0016) - This is overwritten to a new, single dose reference. +* Fraction Group Sequence (300A, 0070) - This is overwritten to a new, single fraction group and + is dynamically updated based on the fields added by the user. +* Beam Sequence (300A, 00B0) - This is overwritten and is dynamically updated based on the + fields added by the user. +* Referenced Beam Sequence (300C, 0006) - This is overwritten and is dynamically updated based on the + fields added by the user. + + +Other than these, the generator does not change the tags. E.g. patient birth date, etc are all left alone. + + +MLC Shaper +^^^^^^^^^^ + +The ``MLCShaper`` class is an homage to the Varian MLC Shaper application, perhaps the greatest application +Varian has created aside from MPC. It is a tool for creating basic shapes defined by the MLCs, as well as the +required control points and leaf positions for those shape. The shaper can then export these items as +DICOM control points and meterset values + +There are two concepts with the shaper: + +* Static dose - This is the relative dose given after the MLCs reach their target. An example is an open field or + a picket fence. There are two control points: the start and end position. The MLC positions are the same but the meterset value + changes. In the case of a picket fence with 10 pickets, there are at least 20 control points since each picket has a + start and end position. +* Dose in transition - This is the relative dose given when moving from one shape to another. This is how a sweeping + pattern can be created. The meterset value is incremented as desired for the transitional move. + +These concepts can be combined to create combinations of sweeps and static shapes. E.g. if a transition dose is +given as well as the static dose, this will create 2 control points. The MLC positions will be the same, but +the meterset will increment first by the transition dose, then the static dose. + +Beam +^^^^ + +The ``Beam`` class is a wrapper for a DICOM ``BeamSequence``. It is used to construct a proper Dataset +for a beam. It will take in a few parameters such as the Plan Dataset, jaw positions, energy, control points, etc. It will then +properly create the Beam Dataset including the control points, references to the tolerance table and more. +The difference between this and the ``MLCShaper`` is that the ``Beam`` also contains the other DICOM tags +such as couch position, MU, gantry angle, etc. + +Sacrifices +^^^^^^^^^^ + +The generator can generate beams that modulate the dose rate. This is done through "sacrifices", or "throws", of +MLC movement. Given that (for Varian at least) all axes move as fast as they can, the beam will not +use a slower dose rate unless something else is slowing it down. For the concept of understanding +the generator, the axes are slowed down by moving the first and last MLC pair by a certain distance. +Given a max leaf speed, the movement will take a known amount of time. This time is then used to calculate +the dose rate. By constraining the desired MU of a given ROI with the sacrificial movements, the dose rate +can be modulated to a target value. + +As an example, in the case of MLC speed, 4 ROIs delivered at different speeds would require different MU values +for each ROI. Lowering the MU would increase the speed of the MLCs to reach the target by the time the MU is delivered. +However, changing the MU would change the dose delivered. To keep the dose to each ROI constant, the generator will +use the sacrificial movements. Although it might be simpler to scale the ROIs after the fact in the image analysis +software, having an image where the dose is constant across all ROIs is more intuitive, but comes at the expense of +these sacrificial movements. + +Fields +------ + +For each of the following examples, assume a setup like the following: + +.. code-block:: python + + from pylinac.plan_generator.dicom import PlanGenerator + + path = r"path/to/my/rtplan.dcm" + pg = PlanGenerator.from_rt_plan_file(path, plan_label="MyQA", plan_name="QA") + +For context about jaw positions, the following convention is assumed: + +.. image:: images/jaw_orientation.png + :width: 600 + :align: center + +Finally, remember to plot the fluence after generating the plan to ensure it looks as expected. See the :ref:`plan_fluence` section for more information. + +Open Field +^^^^^^^^^^ + +Adding an open field can be done like so: + +.. code-block:: python + + pg.add_open_field_beam( + x1=-5, + x2=50, + y1=-10, + y2=110, + defined_by_mlcs=True, + padding=10, + beam_name="Open Field", + ) + +See the :meth:`~pylinac.plan_generator.dicom.PlanGenerator.add_open_field_beam` method for more information. +A jaw-defined field can be created by setting ``defined_by_mlcs=False``. The MLCs will be opened up +by the ``padding`` value behind the jaws. + +Winston-Lutz +^^^^^^^^^^^^ + +Winston-Lutz images are open fields, but can be created at given gantry, collimator, and couch angles +more efficiently. Adding a Winston-Lutz field can be done like so: + +.. code-block:: python + + pg.add_winston_lutz_beams( + axes_positions=( + {"gantry": 0, "collimator": 0, "couch": 0}, + {"gantry": 90, "collimator": 15, "couch": 0}, + {"gantry": 180, "collimator": 0, "couch": 90}, + {"gantry": 270, "collimator": 0, "couch": 0}, + ), + x1=-5, + x2=5, + y1=-5, + y2=5, + defined_by_mlcs=True, + mu=5, + ) + +This will create 4 open fields of a 1x1cm, MLC-defined WL fields. See the :meth:`~pylinac.plan_generator.dicom.PlanGenerator.add_winston_lutz_beams` method for more information. + +Picket Fence +^^^^^^^^^^^^ + +Adding a picket fence field can be done like so: + +.. code-block:: python + + pg.add_picketfence_beam( + strip_width=3, + strip_positions=(-50, -25, 25, 50), # 4 pickets + mu=100, + beam_name="PF 3mm", + y1=-130, + y2=130, # set y-jaws so we can leave the EPID at 1500 + gantry_angle=90, + collimator_angle=0, + ) + +This will create 4 pickets 3mm wide. The X-jaws will be opened up just wider than the pickets. See the :meth:`~pylinac.plan_generator.dicom.PlanGenerator.add_picketfence_beam` method for more information. + +.. note:: + + Setting positions too wide can cause an MLC tail exposure, which can cause an issue of deliverability at the + Machine. Don't make the picket positions super far apart. If you want to deliver pickets far away from 0, + shift all the pickets over. E.g. ``(-180, -160, -140, -120)``. + +Dose Rate +^^^^^^^^^ + +Adding a single-image dose rate linearity field can be done like so: + +.. code-block:: python + + pg.add_dose_rate_beams( + dose_rates=(100, 200, 400, 600), + y1=-50, + y2=50, + mu=100, + default_dose_rate=600, + desired_mu=100, + ) + +This will create 4 ROIs centered about the CAX at different dose rates. +A second reference field will also be created. This second field will deliver +the same plan but at the default dose rate for all ROIs. This makes the +comparison of the ROIs easier than an simple open field. + +See the :meth:`~pylinac.plan_generator.dicom.PlanGenerator.add_dose_rate_beams` method for more information. + +MLC Speed +^^^^^^^^^ + +Adding an MLC speed field can be done like so: + +.. code-block:: python + + pg.add_mlc_speed_beams( + speeds=(5, 10, 15, 20), + roi_size_mm=20, + y1=-50, + y2=50, + mu=100, + default_dose_rate=600, + ) + +This is similar to the dose rate beams, except the modulation occurs to target the MLC speed. +A second field is also created where the speed is the maximum speed of the MLCs. +See the :meth:`~pylinac.plan_generator.dicom.PlanGenerator.add_mlc_speed_beams` method for more information. + +.. note:: + + The typical VMAT plan from Varian that tests gantry-speed/MLC-speed is just that: VMAT. + The two variables are intertwined. This test isolates those variables so that *just* + the MLC speed can be tested. + +Gantry Speed +^^^^^^^^^^^^ + +Adding a gantry speed field can be done like so: + +.. code-block:: python + + pg.add_gantry_speed_beams( + speeds=(1, 2, 3, 4), + max_dose_rate=600, + start_gantry_angle=179, + roi_size_mm=20, + y1=-50, + y2=50, + mu=100, + ) + +This will create multiple ROIs at different gantry speeds. The ROIs themselves +are simple, open deliveries. The point here is to *only* test the gantry speed. +The MLCs are not moving during beam-on. + +.. note:: + + The typical VMAT plan from Varian that tests gantry-speed/dose rate is just that: VMAT. + The two variables are intertwined. This test isolates those variables so that *just* + the gantry speed can be tested. + +API Documentation +------------------ + +.. autoclass:: pylinac.plan_generator.dicom.PlanGenerator + +.. autoclass:: pylinac.plan_generator.dicom.Beam + +.. autoclass:: pylinac.plan_generator.mlc.MLCShaper diff --git a/docs/source/topics/fluence.rst b/docs/source/topics/fluence.rst new file mode 100644 index 00000000..c1dd41cc --- /dev/null +++ b/docs/source/topics/fluence.rst @@ -0,0 +1,46 @@ + +.. _plan_fluence: + +===================== +Plotting Plan Fluence +===================== + +We can plot fluence from an RT Plan using the ``plan_generator`` module. +This is a simplistic approach. + +.. warning:: + + This should not be used for evaluating patient treatments or fluences. It is for QA/research purposes only. + +.. note:: + + This will generate the fluence of the MLCs only. Collimator rotation is not accounted for. + Further, jaws are shown as a rectangle outline, but the fluence calculation does not + consider them. This is on purpose; accounting for jaw position in the fluence itself will not be supported. + +First, we need to load a plan and then call ``plot_fluences``. + +.. code-block:: python + + import pydicom + from pylinac.plan_generator.fluence import plot_fluences + + plan = pydicom.dcmread("path/to/plan.dcm") + plot_fluences(plan, width_mm=200, resolution_mm=0.5) + +We can also generate the fluence as a 3D numpy array using the ``generate_fluences`` function. + +.. code-block:: python + + from pylinac.plan_generator.fluence import generate_fluences + + fluences = generate_fluences(plan, width_mm=200, resolution_mm=0.5) + +The fluence is of shape (num_beams, height, width). + +API Documentation +----------------- + +.. autofunction:: pylinac.plan_generator.fluence.plot_fluences + +.. autofunction:: pylinac.plan_generator.fluence.generate_fluences diff --git a/pylinac/core/validators.py b/pylinac/core/validators.py index c0b6e24f..3c563442 100644 --- a/pylinac/core/validators.py +++ b/pylinac/core/validators.py @@ -21,3 +21,9 @@ def double_dimension(array: np.ndarray) -> None: """Check an array is a double dimension""" if array.ndim != 2: raise ValueError(f"Array was not 2D. Must pass 2D array; found {array.ndim}") + + +def is_positive(value: float) -> None: + """Check a value is positive""" + if value < 0: + raise ValueError("Value must be positive") diff --git a/pylinac/plan_generator/dicom.py b/pylinac/plan_generator/dicom.py index 002eb32d..5a2f6c74 100644 --- a/pylinac/plan_generator/dicom.py +++ b/pylinac/plan_generator/dicom.py @@ -1,15 +1,21 @@ +from __future__ import annotations + import datetime +import math from enum import Enum from itertools import zip_longest from pathlib import Path -from typing import Iterable, Union +from typing import Iterable import numpy as np import pydicom +from matplotlib.figure import Figure from pydicom.dataset import Dataset from pydicom.sequence import Sequence from pydicom.uid import generate_uid +from ..core.scale import wrap360 +from .fluence import plot_fluences from .mlc import MLCShaper @@ -46,6 +52,7 @@ class Beam: def __init__( self, + plan_dataset: Dataset, beam_name: str, beam_type: BeamType, energy: int, @@ -55,7 +62,7 @@ def __init__( y1: float, y2: float, machine_name: str, - gantry_angles: Union[float, list[float]], + gantry_angles: float | list[float], gantry_direction: GantryDirection, coll_angle: int, couch_vrt: int, @@ -70,7 +77,8 @@ def __init__( """ Parameters ---------- - + plan_dataset + The plan dataset. Used for dynamic links to other Sequences of the plan, such as Dose Reference and Tolerance Table. beam_name : str The name of the beam. Must be less than 16 characters. beam_type : BeamType @@ -120,7 +128,7 @@ def __init__( f"Static beam can only have one MLC position change ({len(mlc_positions)})" ) - if beam_type != BeamType.STATIC and len(meter_sets) != len(mlc_positions): + if len(meter_sets) != len(mlc_positions): raise ValueError( f"The number of meter sets ({len(meter_sets)}) " f"must match the number of MLC position changes ({len(mlc_positions)})" @@ -136,6 +144,7 @@ def __init__( if isinstance(gantry_angles, Iterable) and beam_type == BeamType.STATIC: raise ValueError("Cannot specify multiple gantry angles as a static beam") + self.plan_ds = plan_dataset self.ds = self._create_basic_beam_info( beam_name, beam_type, @@ -229,14 +238,14 @@ def _create_basic_beam_info( # Beam Limiting Device Sequence: Beam Limiting Device 3 beam_limiting_device3 = Dataset() - # TODO: use MLC config instead beam_limiting_device3.RTBeamLimitingDeviceType = "MLCX" - beam_limiting_device3.NumberOfLeafJawPairs = num_leaves + beam_limiting_device3.NumberOfLeafJawPairs = int(num_leaves / 2) beam_limiting_device3.LeafPositionBoundaries = mlc_boundaries beam_limiting_device_sequence.append(beam_limiting_device3) - # beam1.BeamNumber = len(self.ds.BeamSequence) # set later in plan; + # beam numbers start at 0 and increment from there. + beam.BeamNumber = len(self.plan_ds.BeamSequence) beam.BeamName = beam_name beam.BeamType = beam_type.value beam.RadiationType = "PHOTON" @@ -261,7 +270,7 @@ def _append_initial_control_point( x2: float, y1: float, y2: float, - gantry_angle: Union[float, list[float]], + gantry_angle: float | list[float], gantry_rot: GantryDirection, coll_angle: float, couch_vrt: float, @@ -318,6 +327,15 @@ def _append_initial_control_point( refd_dose_ref_sequence = Sequence() cp0.ReferencedDoseReferenceSequence = refd_dose_ref_sequence + # linked setup number and tolerance table + # we *could* hardcode it but this makes it more flexible to changes upstream + self.ds.ReferencedPatientSetupNumber = self.plan_ds.PatientSetupSequence[ + 0 + ].PatientSetupNumber + self.ds.ReferencedToleranceTableNumber = self.plan_ds.ToleranceTableSequence[ + 0 + ].ToleranceTableNumber + self.ds.NumberOfControlPoints = 1 # increment this self.ds.ControlPointSequence.append(cp0) @@ -370,28 +388,25 @@ def _append_secondary_dynamic_control_point( self.ds.NumberOfControlPoints = int(self.ds.NumberOfControlPoints) + 1 self.ds.ControlPointSequence.append(cp1) + def as_dicom(self) -> Dataset: + """Return the beam as a DICOM dataset that represents a BeamSequence item.""" + return self.ds -class PlanGenerator: - @classmethod - def from_rt_plan_file(cls, rt_plan_file: str, plan_label: str, plan_name: str): - """Load an existing RTPLAN file and create a new plan based on it. - - Parameters - ---------- - rt_plan_file : str - The path to the RTPLAN file. - plan_label : str - The label of the new plan. - plan_name : str - The name of the new plan. - """ - ds = pydicom.dcmread(rt_plan_file) - return cls(ds, plan_label, plan_name) +class PlanGenerator: def __init__( - self, ds: Dataset, plan_label: str, plan_name: str, x_width: float = 400 + self, + ds: Dataset, + plan_label: str, + plan_name: str, + x_width: float = 400, + max_mlc_speed: float = 25, + max_gantry_speed: float = 4.8, + sacrificial_gap: float = 5, + max_sacrificial_move: float = 50, + max_overtravel_mm: float = 140, ): - """A tool for generating new QA RTPlan files. + """A tool for generating new QA RTPlan files based on an initial, somewhat empty RTPlan file. Parameters ---------- @@ -403,15 +418,35 @@ def __init__( The name of the new plan. x_width : float The overall width of the MLC movement in the x-direction. + max_mlc_speed : float + The maximum speed of the MLC leaves. + max_gantry_speed : float + The maximum speed of the gantry. + sacrificial_gap : float + For dynamic beams, the top and bottom leaf pair are used to slow axes down. This is the gap + between those leaves at any given time. + max_sacrificial_move : float + The maximum distance the sacrificial leaves can move in a given control point. + Smaller values generate more control points and more back-and-forth movement. + max_overtravel_mm : float + The maximum distance the MLC leaves can overtravel from each other as well as the jaw size (for tail exposure protection). """ if ds.Modality != "RTPLAN": raise ValueError("File is not an RTPLAN file") + self.max_overtravel_mm = max_overtravel_mm self.x_width = x_width - # check has patient name, id - - # check has tolerance table sequence - - # check has MLC data + self.max_mlc_speed = max_mlc_speed + self.max_gantry_speed = max_gantry_speed + self.sacrificial_gap = sacrificial_gap + self.max_sacrificial_move = max_sacrificial_move + if not hasattr(ds, "PatientName") or not hasattr(ds, "PatientID"): + raise ValueError("RTPLAN file must have PatientName and PatientID") + if not hasattr(ds, "ToleranceTableSequence"): + raise ValueError("RTPLAN file must have ToleranceTableSequence") + if not hasattr(ds, "BeamSequence") or not hasattr( + ds.BeamSequence[0].BeamLimitingDeviceSequence[-1], "LeafPositionBoundaries" + ): + raise ValueError("RTPLAN file must have MLC data") self.ds = ds @@ -427,8 +462,10 @@ def __init__( self.ds.SOPInstanceUID = generate_uid() # Patient Setup Sequence - patient_setup_sequence = Sequence() - self.ds.PatientSetupSequence = patient_setup_sequence + patient_setup = Dataset() + patient_setup.PatientPosition = "HFS" + patient_setup.PatientSetupNumber = "0" + self.ds.PatientSetupSequence = Sequence((patient_setup,)) # Dose Reference Sequence dose_ref_sequence = Sequence() @@ -464,6 +501,20 @@ def __init__( beam_sequence = Sequence() self.ds.BeamSequence = beam_sequence + @classmethod + def from_rt_plan_file(cls, rt_plan_file: str, **kwargs): + """Load an existing RTPLAN file and create a new plan based on it. + + Parameters + ---------- + rt_plan_file : str + The path to the RTPLAN file. + kwargs + See the PlanGenerator constructor for details. + """ + ds = pydicom.dcmread(rt_plan_file) + return cls(ds, **kwargs) + @property def num_leaves(self) -> int: """The number of leaves in the MLC.""" @@ -479,36 +530,41 @@ def machine_name(self) -> str: """The name of the machine.""" return self._old_beam.TreatmentMachineName - def add_beam(self, beam: Beam, mu: int): + def _create_mlc(self): + """Utility to create MLC shaper instances.""" + return MLCShaper( + leaf_y_positions=self.leaf_config, + max_x=self.x_width / 2, + sacrifice_gap=self.sacrificial_gap, + sacrifice_max_move_mm=self.max_sacrificial_move, + max_overtravel_mm=self.max_overtravel_mm, + ) + + def add_beam(self, beam_dataset: Dataset, mu: int): """Add a beam to the plan using the Beam object. Although public, this is a low-level method that is used by the higher-level methods like add_open_field_beam. This handles the associated metadata like the referenced beam sequence and fraction group sequence. """ - self.ds.BeamSequence.append(beam.ds) - self.ds.BeamSequence[-1].BeamNumber = len(self.ds.BeamSequence) - self._add_referenced_beam(mu=mu) - self.ds.FractionGroupSequence[0].NumberOfBeams = ( - int(self.ds.FractionGroupSequence[0].NumberOfBeams) + 1 - ) + self.ds.BeamSequence.append(beam_dataset) + self._update_references(mu=mu) def add_picketfence_beam( self, strip_width: float = 3, - strip_positions: tuple = (-50, -30, -10, 10, 30, 50), - y1: float = -200, - y2: float = 200, + strip_positions: tuple = (-45, -30, -15, 0, 15, 30, 45), + y1: float = -100, + y2: float = 100, fluence_mode: FluenceMode = FluenceMode.STANDARD, dose_rate: int = 600, energy: int = 6, gantry_angle: int = 0, coll_angle: int = 0, couch_vrt: int = 0, - couch_lng: int = 100, + couch_lng: int = 1000, couch_lat: int = 0, couch_rot: int = 0, - beam_mu: int = 200, - transition_dose: float = 0.01, - jaw_padding: int = 20, + mu: int = 200, + jaw_padding: int = 10, beam_name: str = "PF", ): """Add a picket fence beam to the plan. @@ -518,7 +574,7 @@ def add_picketfence_beam( strip_width : float The width of the strips in mm. strip_positions : tuple - The positions of the strips in mm. + The positions of the strips in mm relative to the center of the image. y1 : float The bottom jaw position. Usually negative. More negative is lower. y2 : float @@ -541,30 +597,29 @@ def add_picketfence_beam( The couch lateral position. couch_rot : int The couch rotation. - beam_mu : int + mu : int The monitor units of the beam. - transition_dose : float - The dose in between the strips. Usually you need *some* dose in between the strips. jaw_padding : int The padding to add to the X jaws. beam_name : str The name of the beam. """ - # create MU weighting; we create a [0, 1/N, ..., 1] where N is the number of strips sequence but also add in transition doses - start_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) - end_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) - meter_sets = np.concatenate((start_meter_sets, end_meter_sets))[:-1] - meter_sets.sort() - meter_sets[1:-1:2] = [ - s + transition_dose for idx, s in enumerate(meter_sets[1:-1:2]) - ] - mlc = MLCShaper( - leaf_y_positions=self.leaf_config, max_x=self.x_width / 2, sacrifice_gap=5 + # check MLC overtravel; machine may prevent delivery if exposing leaf tail + x1 = min(strip_positions) - jaw_padding + x2 = max(strip_positions) + jaw_padding + max_dist_to_jaw = max( + max(abs(pos - x1), abs(pos + x2)) for pos in strip_positions ) + if max_dist_to_jaw > self.max_overtravel_mm: + raise ValueError( + "Picket fence beam exceeds MLC overtravel limits. Lower padding, the number of pickets, or the picket spacing." + ) + mlc = self._create_mlc() # create initial starting point; start under the jaws mlc.add_strip( - position=strip_positions[0] - jaw_padding - 10, + position=strip_positions[0] + 2, strip_width=strip_width, + meterset_at_target=0, ) for strip in strip_positions: @@ -572,19 +627,16 @@ def add_picketfence_beam( mlc.add_strip( position=strip, strip_width=strip_width, - ) - # ending control point - mlc.add_strip( - position=strip, - strip_width=strip_width, + meterset_at_target=1 / len(strip_positions), ) beam = Beam( + plan_dataset=self.ds, beam_name=beam_name, beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=dose_rate, - x1=min(strip_positions) - jaw_padding, - x2=max(strip_positions) + jaw_padding, + x1=x1, + x2=x2, y1=y1, y2=y2, gantry_angles=gantry_angle, @@ -595,19 +647,383 @@ def add_picketfence_beam( couch_lng=couch_lng, couch_rot=couch_rot, mlc_positions=mlc.as_control_points(), - meter_sets=meter_sets, - beam_mu=beam_mu, + meter_sets=mlc.as_meter_sets(), fluence_mode=fluence_mode, mlc_boundaries=self.leaf_config, machine_name=self.machine_name, ) - self.add_beam(beam, mu=beam_mu) + self.add_beam(beam.as_dicom(), mu=mu) - def add_dose_rate_beams(self): - pass + def add_dose_rate_beams( + self, + dose_rates: tuple = (100, 300, 500, 600), + default_dose_rate: int = 600, + gantry_angle: int = 0, + desired_mu: int = 50, + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lat: int = 0, + couch_lng: int = 1000, + couch_rot: int = 0, + jaw_padding: int = 5, + roi_size_mm: float = 25, + y1: float = -100, + y2: float = 100, + ): + """Create a single-image dose rate test. Multiple ROIs are generated. A reference beam is also + created where all ROIs are delivered at the default dose rate for comparison. + The field names are generated automatically based on the min and max dose rates tested. - def add_mlc_speed_beams(self): - pass + Parameters + ---------- + dose_rates : tuple + The dose rates to test. Each dose rate will have its own ROI. + default_dose_rate : int + The default dose rate. Typically, this is the clinical default. The reference beam + will be delivered at this dose rate for all ROIs. + gantry_angle : int + The gantry angle of the beam. + desired_mu : int + The desired monitor units to deliver. It can be that based on the dose rates asked for, + the MU required might be higher than this value. + energy : int + The energy of the beam. + fluence_mode : FluenceMode + The fluence mode of the beam. + coll_angle : int + The collimator angle of the beam. + couch_vrt : int + The couch vertical position. + couch_lat : int + The couch lateral position. + couch_lng : int + The couch longitudinal position. + couch_rot : int + The couch rotation. + jaw_padding : int + The padding to add to the X jaws. The X-jaws will close around the ROIs plus this padding. + roi_size_mm : float + The width of the ROIs in mm. + y1 : float + The bottom jaw position. Usually negative. More negative is lower. + y2 : float + The top jaw position. Usually positive. More positive is higher. + """ + if roi_size_mm * len(dose_rates) > self.max_overtravel_mm: + raise ValueError( + "The ROI size * number of dose rates must be less than the overall MLC allowable width" + ) + # calculate MU + mlc_transition_time = roi_size_mm / self.max_mlc_speed + min_mu = mlc_transition_time * max(dose_rates) * len(dose_rates) / 60 + mu = max(desired_mu, math.ceil(min_mu)) + + # create MLC sacrifices + times_to_transition = [ + mu * 60 / (dose_rate * len(dose_rates)) for dose_rate in dose_rates + ] + sacrificial_movements = [tt * self.max_mlc_speed for tt in times_to_transition] + + mlc = self._create_mlc() + ref_mlc = self._create_mlc() + + roi_centers = np.linspace( + -roi_size_mm * len(dose_rates) / 2 + roi_size_mm / 2, + roi_size_mm * len(dose_rates) / 2 - roi_size_mm / 2, + len(dose_rates), + ) + # we have a starting and ending strip + ref_mlc.add_strip( + position=roi_centers[0] - roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + ) + mlc.add_strip( + position=roi_centers[0] - roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + initial_sacrificial_gap=5, + ) + for sacrifice_distance, center in zip(sacrificial_movements, roi_centers): + ref_mlc.add_rectangle( + left_position=center - roi_size_mm / 2, + right_position=center + roi_size_mm / 2, + x_outfield_position=-200, + top_position=max(self.leaf_config), + bottom_position=min(self.leaf_config), + outer_strip_width=5, + meterset_at_target=0, + meterset_transition=0.5 / len(dose_rates), + sacrificial_distance=0, + ) + ref_mlc.add_strip( + position=center + roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + meterset_transition=0.5 / len(dose_rates), + sacrificial_distance=0, + ) + mlc.add_rectangle( + left_position=center - roi_size_mm / 2, + right_position=center + roi_size_mm / 2, + x_outfield_position=-200, # not used + top_position=max(self.leaf_config), + bottom_position=min(self.leaf_config), + outer_strip_width=5, # not used + meterset_at_target=0, + meterset_transition=0.5 / len(dose_rates), + sacrificial_distance=sacrifice_distance, + ) + mlc.add_strip( + position=center + roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + meterset_transition=0.5 / len(dose_rates), + sacrificial_distance=sacrifice_distance, + ) + ref_beam = Beam( + plan_dataset=self.ds, + beam_name="DR Ref", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=default_dose_rate, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + machine_name=self.machine_name, + fluence_mode=fluence_mode, + mlc_positions=ref_mlc.as_control_points(), + meter_sets=ref_mlc.as_meter_sets(), + mlc_boundaries=self.leaf_config, + ) + self.add_beam(ref_beam.as_dicom(), mu=mu) + beam = Beam( + plan_dataset=self.ds, + beam_name=f"DR{min(dose_rates)}-{max(dose_rates)}", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=default_dose_rate, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + machine_name=self.machine_name, + fluence_mode=fluence_mode, + mlc_positions=mlc.as_control_points(), + meter_sets=mlc.as_meter_sets(), + mlc_boundaries=self.leaf_config, + ) + self.add_beam(beam.as_dicom(), mu=mu) + + def add_mlc_speed_beams( + self, + speeds: tuple = (5, 10, 15, 20), + roi_size_mm: float = 20, + mu: int = 50, + default_dose_rate: int = 600, + gantry_angle: int = 0, + energy: int = 6, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lat: int = 0, + couch_lng: int = 1000, + couch_rot: int = 0, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + jaw_padding: int = 5, + y1: float = -100, + y2: float = 100, + beam_name: str = "MLC Speed", + ): + """Create a single-image MLC speed test. Multiple speeds are generated. A reference beam is also + generated. The reference beam is delivered at the maximum MLC speed. + + Parameters + ---------- + speeds : tuple + The speeds to test. Each speed will have its own ROI. + roi_size_mm : float + The width of the ROIs in mm. + mu : int + The monitor units to deliver. + default_dose_rate : int + The dose rate used for the reference beam. + gantry_angle : int + The gantry angle of the beam. + energy : int + The energy of the beam. + coll_angle : int + The collimator angle of the beam. + couch_vrt : int + The couch vertical position. + couch_lat : int + The couch lateral position. + couch_lng : int + The couch longitudinal position. + couch_rot : int + The couch rotation. + fluence_mode : FluenceMode + The fluence mode of the beam. + jaw_padding : int + The padding to add to the X jaws. The X-jaws will close around the ROIs plus this padding. + y1 : float + The bottom jaw position. Usually negative. More negative is lower. + y2 : float + The top jaw position. Usually positive. More positive is higher. + beam_name : str + The name of the beam. The reference beam will be called "MLC Sp Ref". + + + Notes + ----- + + The desired speed can be achieved through the following formula: + + speed = roi_size_mm * max dose rate / MU * 60 + + We solve for MU with the desired speed. The 60 is for converting the dose rate as MU/min to MU/sec. + Thus, + + MU = roi_size_mm * max dose rate / speed * 60 + + MUs are calculated automatically based on the speed and the ROI size. + + """ + if max(speeds) > self.max_mlc_speed: + raise ValueError( + f"Maximum speed given {max(speeds)} is greater than the maximum MLC speed {self.max_mlc_speed}" + ) + if min(speeds) <= 0: + raise ValueError("Speeds must be greater than 0") + if roi_size_mm * len(speeds) > self.max_overtravel_mm: + raise ValueError( + "The ROI size * number of speeds must be less than the overall MLC allowable width" + ) + # create MLC positions + times_to_transition = [roi_size_mm / speed for speed in speeds] + sacrificial_movements = [tt * self.max_mlc_speed for tt in times_to_transition] + + mlc = self._create_mlc() + ref_mlc = self._create_mlc() + + roi_centers = np.linspace( + -roi_size_mm * len(speeds) / 2 + roi_size_mm / 2, + roi_size_mm * len(speeds) / 2 - roi_size_mm / 2, + len(speeds), + ) + # we have a starting and ending strip + ref_mlc.add_strip( + position=roi_centers[0] - roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + ) + mlc.add_strip( + position=roi_centers[0] - roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + initial_sacrificial_gap=5, + ) + for sacrifice_distance, center in zip(sacrificial_movements, roi_centers): + ref_mlc.add_rectangle( + left_position=center - roi_size_mm / 2, + right_position=center + roi_size_mm / 2, + x_outfield_position=-200, # not relevant + top_position=max(self.leaf_config), + bottom_position=min(self.leaf_config), + outer_strip_width=5, # not relevant + meterset_at_target=0, + meterset_transition=0.5 / len(speeds), + sacrificial_distance=0, + ) + ref_mlc.add_strip( + position=center + roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + meterset_transition=0.5 / len(speeds), + sacrificial_distance=0, + ) + mlc.add_rectangle( + left_position=center - roi_size_mm / 2, + right_position=center + roi_size_mm / 2, + x_outfield_position=-200, # not used + top_position=max(self.leaf_config), + bottom_position=min(self.leaf_config), + outer_strip_width=5, # not used + meterset_at_target=0, + meterset_transition=0.5 / len(speeds), + sacrificial_distance=sacrifice_distance, + ) + mlc.add_strip( + position=center + roi_size_mm / 2, + strip_width=0, + meterset_at_target=0, + meterset_transition=0.5 / len(speeds), + sacrificial_distance=sacrifice_distance, + ) + ref_beam = Beam( + plan_dataset=self.ds, + beam_name="MLC Sp Ref", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=default_dose_rate, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + machine_name=self.machine_name, + fluence_mode=fluence_mode, + mlc_positions=ref_mlc.as_control_points(), + meter_sets=ref_mlc.as_meter_sets(), + mlc_boundaries=self.leaf_config, + ) + self.add_beam(ref_beam.as_dicom(), mu=mu) + beam = Beam( + plan_dataset=self.ds, + beam_name=beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=default_dose_rate, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + y1=y1, + y2=y2, + gantry_angles=gantry_angle, + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + machine_name=self.machine_name, + fluence_mode=fluence_mode, + mlc_positions=mlc.as_control_points(), + meter_sets=mlc.as_meter_sets(), + mlc_boundaries=self.leaf_config, + ) + self.add_beam(beam.as_dicom(), mu=mu) def add_winston_lutz_beams( self, @@ -621,12 +1037,13 @@ def add_winston_lutz_beams( dose_rate: int = 600, axes_positions: Iterable[dict] = ({"gantry": 0, "collimator": 0, "couch": 0},), couch_vrt: int = 0, - couch_lng: int = 100, + couch_lng: int = 1000, couch_lat: int = 0, - beam_mu: int = 10, - jaw_padding: int = 5, + mu: int = 10, + padding: int = 5, ): """Add Winston-Lutz beams to the plan. Will create a beam for each set of axes positions. + Field names are generated automatically based on the axes positions. Parameters ---------- @@ -654,33 +1071,33 @@ def add_winston_lutz_beams( The couch longitudinal position. couch_lat : int The couch lateral position. - beam_mu : int + mu : int The monitor units of the beam. - jaw_padding : int + padding : int The padding to add. If defined by the MLCs, this is the padding of the jaws. If defined by the jaws, this is the padding of the MLCs. """ for axes in axes_positions: if defined_by_mlcs: mlc_padding = 0 - jaw_padding = jaw_padding + jaw_padding = padding else: - mlc_padding = jaw_padding + mlc_padding = padding jaw_padding = 0 - mlc = MLCShaper( - leaf_y_positions=self.leaf_config, max_x=200, sacrifice_gap=5 - ) + mlc = self._create_mlc() mlc.add_rectangle( left_position=x1 - mlc_padding, right_position=x2 + mlc_padding, top_position=y2 + mlc_padding, bottom_position=y1 - mlc_padding, outer_strip_width=5, - x_outfield_position=-200 + 5, + meterset_at_target=1.0, + x_outfield_position=x1 - mlc_padding - jaw_padding - 20, ) beam = Beam( + plan_dataset=self.ds, beam_name=f"G{axes['gantry']:g}C{axes['collimator']:g}P{axes['couch']:g}", - beam_type=BeamType.STATIC, + beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=dose_rate, x1=x1 - jaw_padding, @@ -695,18 +1112,190 @@ def add_winston_lutz_beams( couch_lng=couch_lng, couch_rot=0, mlc_positions=mlc.as_control_points(), - meter_sets=[0, 1], + meter_sets=mlc.as_meter_sets(), fluence_mode=fluence_mode, mlc_boundaries=self.leaf_config, machine_name=self.machine_name, ) - self.add_beam(beam, mu=beam_mu) + self.add_beam(beam.as_dicom(), mu=mu) + + def add_gantry_speed_beams( + self, + speeds: tuple = (2, 3, 4, 4.8), + max_dose_rate: int = 600, + start_gantry_angle: int = 179, + energy: int = 6, + fluence_mode: FluenceMode = FluenceMode.STANDARD, + coll_angle: int = 0, + couch_vrt: int = 0, + couch_lat: int = 0, + couch_lng: int = 1000, + couch_rot: int = 0, + beam_name: str = "GS", + gantry_rot_dir: GantryDirection = GantryDirection.CLOCKWISE, + jaw_padding: int = 5, + roi_size_mm: float = 30, + y1: float = -100, + y2: float = 100, + mu: int = 120, + ): + """Create a single-image gantry speed test. Multiple speeds are generated. A reference beam is also + generated. The reference beam is delivered without gantry movement. + + Parameters + ---------- + speeds : tuple + The gantry speeds to test. Each speed will have its own ROI. + max_dose_rate : int + The max dose rate clinically allowed for the energy. + start_gantry_angle : int + The starting gantry angle. The gantry will rotate around this point. It is up to the user + to know what the machine's limitations are. (i.e. don't go through 180 for Varian machines). + The ending gantry angle will be the starting angle + the sum of the gantry deltas generated + by the speed ROIs. Slower speeds require more gantry angle to reach the same MU. + energy : int + The energy of the beam. + fluence_mode : FluenceMode + The fluence mode of the beam. + coll_angle : int + The collimator angle of the beam. + couch_vrt : int + The couch vertical position. + couch_lat : int + The couch lateral position. + couch_lng : int + The couch longitudinal position. + couch_rot : int + The couch rotation. + beam_name : str + The name of the beam. + gantry_rot_dir : GantryDirection + The direction of gantry rotation. + jaw_padding : int + The padding to add to the X jaws. The X-jaws will close around the ROIs plus this padding. + roi_size_mm : float + The width of the ROIs in mm. + y1 : float + The bottom jaw position. Usually negative. More negative is lower. + y2 : float + The top jaw position. Usually positive. More positive is higher. + mu : int + The monitor units of the beam. + + Notes + ----- + + The gantry angle to cover can be determined via the following: + + gantry speed = gantry_range * max_dose_rate / (MU * 60) + + We can thus solve for the gantry range: + + gantry_range = gantry_speed * MU * 60 / max_dose_rate + + """ + if max(speeds) > self.max_gantry_speed: + raise ValueError( + f"Maximum speed given {max(speeds)} is greater than the maximum gantry speed {self.max_gantry_speed}" + ) + if roi_size_mm * len(speeds) > self.max_overtravel_mm: + raise ValueError( + "The ROI size * number of speeds must be less than the overall MLC allowable width" + ) + # determine sacrifices and gantry angles + gantry_deltas = [speed * mu * 60 / max_dose_rate for speed in speeds] + gantry_sign = -1 if gantry_rot_dir == GantryDirection.CLOCKWISE else 1 + g_angles_uncorrected = [start_gantry_angle] + ( + start_gantry_angle + gantry_sign * np.cumsum(gantry_deltas) + ).tolist() + gantry_angles = [wrap360(angle) for angle in g_angles_uncorrected] + + if sum(gantry_deltas) >= 360: + raise ValueError( + "Gantry travel is >360 degrees. Lower the beam MU, use fewer speeds, or decrease the desired gantry speeds" + ) - def add_gantry_speed_beams(self): - pass + mlc = self._create_mlc() + ref_mlc = self._create_mlc() - def add_dlg_beam(self): - pass + roi_centers = np.linspace( + -roi_size_mm * len(speeds) / 2 + roi_size_mm / 2, + roi_size_mm * len(speeds) / 2 - roi_size_mm / 2, + len(speeds), + ) + # we have a starting and ending strip + ref_mlc.add_strip( + position=roi_centers[0], + strip_width=roi_size_mm, + meterset_at_target=0, + ) + mlc.add_strip( + position=roi_centers[0], + strip_width=roi_size_mm, + meterset_at_target=0, + ) + for center, gantry_angle in zip(roi_centers, gantry_angles): + ref_mlc.add_strip( + position=center, + strip_width=roi_size_mm, + meterset_at_target=0, + meterset_transition=1 / len(speeds), + ) + mlc.add_strip( + position=center, + strip_width=roi_size_mm, + meterset_at_target=0, + meterset_transition=1 / len(speeds), + ) + + beam = Beam( + plan_dataset=self.ds, + beam_name=beam_name, + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max_dose_rate, + x1=min(roi_centers) - roi_size_mm - jaw_padding, + x2=max(roi_centers) + roi_size_mm + jaw_padding, + y1=y1, + y2=y2, + gantry_angles=gantry_angles, + gantry_direction=gantry_rot_dir, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + machine_name=self.machine_name, + fluence_mode=fluence_mode, + mlc_positions=mlc.as_control_points(), + meter_sets=mlc.as_meter_sets(), + mlc_boundaries=self.leaf_config, + ) + self.add_beam(beam.as_dicom(), mu=mu) + ref_beam = Beam( + plan_dataset=self.ds, + beam_name="G Sp Ref", + beam_type=BeamType.DYNAMIC, + energy=energy, + dose_rate=max_dose_rate, + x1=min(roi_centers) - roi_size_mm - jaw_padding, + x2=max(roi_centers) + roi_size_mm + jaw_padding, + y1=y1, + y2=y2, + gantry_angles=gantry_angles[-1], + gantry_direction=GantryDirection.NONE, + coll_angle=coll_angle, + couch_vrt=couch_vrt, + couch_lat=couch_lat, + couch_lng=couch_lng, + couch_rot=couch_rot, + machine_name=self.machine_name, + fluence_mode=fluence_mode, + mlc_positions=ref_mlc.as_control_points(), + meter_sets=ref_mlc.as_meter_sets(), + mlc_boundaries=self.leaf_config, + ) + self.add_beam(ref_beam.as_dicom(), mu=mu) def add_open_field_beam( self, @@ -721,10 +1310,10 @@ def add_open_field_beam( gantry_angle: int = 0, coll_angle: int = 0, couch_vrt: int = 0, - couch_lng: int = 100, + couch_lng: int = 1000, couch_lat: int = 0, couch_rot: int = 0, - beam_mu: int = 200, + mu: int = 200, padding: float = 5, beam_name: str = "Open", outside_strip_width: float = 5, @@ -761,14 +1350,15 @@ def add_open_field_beam( The couch lateral position. couch_rot : int The couch rotation. - beam_mu : int + mu : int The monitor units of the beam. padding : float The padding to add to the jaws or MLCs. beam_name : str The name of the beam. outside_strip_width : float - The width of the strip of MLCs outside the field. + The width of the strip of MLCs outside the field. The MLCs will be placed to the + left, under the X1 jaw by ~2cm. """ if defined_by_mlcs: mlc_padding = 0 @@ -776,18 +1366,20 @@ def add_open_field_beam( else: mlc_padding = padding jaw_padding = 0 - mlc = MLCShaper(leaf_y_positions=self.leaf_config, max_x=200, sacrifice_gap=5) + mlc = self._create_mlc() mlc.add_rectangle( left_position=x1 - mlc_padding, right_position=x2 + mlc_padding, top_position=y2 + mlc_padding, bottom_position=y1 - mlc_padding, outer_strip_width=outside_strip_width, - x_outfield_position=-self.x_width / 2 + outside_strip_width, + x_outfield_position=x1 - mlc_padding - jaw_padding - 20, + meterset_at_target=1.0, ) beam = Beam( + plan_dataset=self.ds, beam_name=beam_name, - beam_type=BeamType.STATIC, + beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=dose_rate, x1=x1 - jaw_padding, @@ -802,12 +1394,12 @@ def add_open_field_beam( couch_lng=couch_lng, couch_rot=couch_rot, mlc_positions=mlc.as_control_points(), - meter_sets=[0, 1], + meter_sets=mlc.as_meter_sets(), fluence_mode=fluence_mode, mlc_boundaries=self.leaf_config, machine_name=self.machine_name, ) - self.add_beam(beam, mu=beam_mu) + self.add_beam(beam.as_dicom(), mu=mu) def to_file(self, filename: str | Path) -> None: """Write the DICOM dataset to file""" @@ -817,12 +1409,33 @@ def as_dicom(self) -> Dataset: """Return the new DICOM dataset.""" return self.ds - def _add_referenced_beam(self, mu: float) -> None: - # Referenced Beam Sequence: Referenced Beam 1 - refd_beam1 = Dataset() - refd_beam1.BeamDose = "1.0" - refd_beam1.BeamMeterset = str(mu) - self.ds.FractionGroupSequence[0].ReferencedBeamSequence.append(refd_beam1) - refd_beam1.ReferencedBeamNumber = ( + def plot_fluences( + self, + width_mm: int = 400, + resolution_mm: float = 0.5, + dtype: np.dtype = np.uint16, + ) -> list[Figure]: + """Plot the fluences of the beams generated + + See Also + -------- + :func:`~pydicom_planar.PlanarImage.plot_fluences` + """ + return plot_fluences(self.as_dicom(), width_mm, resolution_mm, dtype, show=True) + + def _update_references(self, mu: float) -> None: + """Update the other sequences that reference the beam sequence.""" + referenced_beam = Dataset() + referenced_beam.BeamDose = "1.0" + referenced_beam.BeamMeterset = str(mu) + referenced_beam.ReferencedDoseReferenceUID = self.ds.DoseReferenceSequence[ + 0 + ].DoseReferenceUID + self.ds.FractionGroupSequence[0].ReferencedBeamSequence.append(referenced_beam) + referenced_beam.ReferencedBeamNumber = ( len(self.ds.FractionGroupSequence[0].ReferencedBeamSequence) - 1 ) + # increment number of beams + self.ds.FractionGroupSequence[0].NumberOfBeams = ( + int(self.ds.FractionGroupSequence[0].NumberOfBeams) + 1 + ) diff --git a/pylinac/plan_generator/fluence.py b/pylinac/plan_generator/fluence.py index a5211f0b..d579024d 100644 --- a/pylinac/plan_generator/fluence.py +++ b/pylinac/plan_generator/fluence.py @@ -1,18 +1,34 @@ -import math -from itertools import zip_longest - import numpy as np -import plotly.graph_objs as go from matplotlib import pyplot as plt +from matplotlib.figure import Figure from matplotlib.patches import Rectangle from pydicom import Dataset -def generate_fluence( - rt_plan: Dataset, width_mm: int, resolution_mm: float = 0.1, dtype=np.uint16 -) -> np.array: +def generate_fluences( + rt_plan: Dataset, + width_mm: int, + resolution_mm: float = 0.1, + dtype: np.dtype = np.uint16, +) -> np.ndarray: """Generate the fluence map from the RT Plan. This will create an MxN array where M is the width in mm * resolution and N is the height set by the bounds of the MLCs * resolution. + + Parameters + ---------- + rt_plan : pydicom.Dataset + The RT Plan dataset. Must contain BeamSequence. + width_mm : int + The width of the fluence map in mm. Use smaller values for faster calculation. + resolution_mm : float, optional + The resolution of the fluence map in mm. Smaller values will take longer to calculate. + dtype : type, optional + The data type of the fluence map. Default is uint16. + + Returns + ------- + np.array + The fluence map. Will be of shape (num_beams, height, width). """ # zoom factor @@ -61,28 +77,6 @@ def generate_fluence( # meterset to 1 cp = beam.ControlPointSequence[cp_idx - 1] cp.CumulativeMetersetWeight = 1 - if len(cp.BeamLimitingDevicePositionSequence) == 3: - pass - # left_x_jaw = ( - # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[0] - # ) * z - # right_x_jaw = ( - # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[1] - # ) * z - # top_y_jaw = ( - # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[0] * z - # + y_offset_um - # ) - # bottom_y_jaw = ( - # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[1] * z - # + y_offset_um - # ) - else: - pass - # left_x_jaw = 0 - # right_x_jaw = 0 - # top_y_jaw = 0 - # bottom_y_jaw = fluences[0].shape[0] left_leaves = ( np.asarray( cp.BeamLimitingDevicePositionSequence[-1].LeafJawPositions[ @@ -113,152 +107,42 @@ def generate_fluence( return fluences -def generate_control_point_fluence( - rt_plan: Dataset, - beam_idx: int, +def plot_fluences( + plan: Dataset, width_mm: int, - resolution_mm: float = 0.1, - dtype=np.uint16, -) -> (np.array, list[dict[str, dict[str, int]]]): - """Generate the fluence map from the RT Plan. This will create an - MxN array where M is the width in mm * resolution and N is the height set by the bounds of the MLCs * resolution. + resolution_mm: float, + dtype: np.dtype = np.uint16, + show: bool = True, +) -> list[Figure]: + """Plot the fluences of the dataset. Generates N figures where N is the number of Beams in the plan BeamSequence. + + Parameters + ---------- + plan : pydicom.Dataset + The RT Plan dataset. Must contain BeamSequence. + width_mm : int + The width of the fluence map in mm. Use smaller values for faster calculation. + resolution_mm : float, optional + The resolution of the fluence map in mm. Smaller values will take longer to calculate. + dtype : type, optional + The data type of the fluence map. Default is uint16. + show : bool, optional + Whether to show the plots. Default is True. + + Returns + ------- + list[Figure] + A list of matplotlib figures, one for each beam in the plan. """ - z = 1 / resolution_mm - # Get the MLC extent - # if no MLCs, abort - mlc_bounds_um = ( - rt_plan.BeamSequence[0] - .BeamLimitingDeviceSequence[-1] - .get("LeafPositionBoundaries") - ) - if not mlc_bounds_um: - return np.zeros((1, 10, 10)) - mlc_bounds_um = np.asarray(mlc_bounds_um, dtype=float) * z - y_offset_um = np.abs(mlc_bounds_um.min()) - mlc_bounds_um += np.abs(y_offset_um) - beam = rt_plan.BeamSequence[beam_idx] - num_cps = len(beam.ControlPointSequence) - fluences = np.zeros( - (num_cps, (int(mlc_bounds_um[-1] - mlc_bounds_um[0])), (int(width_mm * z))), - dtype=dtype, - ) - - mlc_leaves = [] - # iterate through each beam - # if setup field, skip beam - if beam.TreatmentDeliveryType == "SETUP": - return np.zeros((1, 10, 10)) - # if no MLCs defined, skip beam (I.e. jaw-based open field) - if ( - len(beam.ControlPointSequence[0].get("BeamLimitingDevicePositionSequence", [])) - < 3 - ): - return np.zeros((1, 10, 10)) - running_meterset = 0 - # Fill the fluence matrix - for cp_idx, cp in enumerate(beam.ControlPointSequence): - if ( - not cp.get("BeamLimitingDevicePositionSequence") - and cp.CumulativeMetersetWeight == 1 - ): - # shortcut for a simple 2-element fluence. the end position is the same as the start - # position, so we can set this control point to the same as the last one and set the - # meterset to 1 - cp = beam.ControlPointSequence[cp_idx - 1] - cp.CumulativeMetersetWeight = 1 - if len(cp.BeamLimitingDevicePositionSequence) == 3: - pass - # left_x_jaw = ( - # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[0] - # ) * z - # right_x_jaw = ( - # cp.BeamLimitingDevicePositionSequence[0].LeafJawPositions[1] - # ) * z - # top_y_jaw = ( - # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[0] * z - # + y_offset_um - # ) - # bottom_y_jaw = ( - # cp.BeamLimitingDevicePositionSequence[1].LeafJawPositions[1] * z - # + y_offset_um - # ) - else: - pass - # left_x_jaw = 0 - # right_x_jaw = 0 - # top_y_jaw = 0 - # bottom_y_jaw = fluences[0].shape[0] - left_leaves = ( - np.asarray( - cp.BeamLimitingDevicePositionSequence[-1].LeafJawPositions[ - : int(len(mlc_bounds_um) - 1) - ] - ) - * z - + width_mm * z / 2 - ).astype(int) - left_leaves[left_leaves < 0] = 0 - right_leaves = ( - np.asarray( - cp.BeamLimitingDevicePositionSequence[-1].LeafJawPositions[ - int(len(mlc_bounds_um) - 1) : - ] - ) - * z - + width_mm * z / 2 - ).astype(int) - right_leaves[right_leaves < 0] = 0 - mu_delta = int((cp.CumulativeMetersetWeight - running_meterset) * 1000) - fluences[cp_idx] = fluences[cp_idx - 1] - mlc_positions = {} - for idx in range(len(mlc_bounds_um) - 1): - # fluence of the very first control point is always 0 - if cp_idx == 0: - continue - else: - leaf_bounds_um = mlc_bounds_um[idx : idx + 2].astype(int) - for px in np.arange(leaf_bounds_um[0], leaf_bounds_um[1]): - s = slice(left_leaves[idx], right_leaves[idx]) - fluences[cp_idx, px, s] += mu_delta - mlc_positions[f"A{idx+1}"] = { - "x0": 0, - "x1": left_leaves[idx], - "y0": leaf_bounds_um[0], - "y1": leaf_bounds_um[1], - } - mlc_positions[f"B{idx+1}"] = { - "x0": right_leaves[idx], - "x1": fluences.shape[2], - "y0": leaf_bounds_um[0], - "y1": leaf_bounds_um[1], - } - mlc_leaves.append(mlc_positions) - running_meterset = cp.CumulativeMetersetWeight - return fluences, mlc_leaves - - -def plot_fluences( - fluences: np.array, plan: Dataset, width_mm: int, resolution_mm: float -): - """Plot the fluences of the dataset""" - # figure out the right rows/cols - if fluences.shape[0] < 3: - fig, axes = plt.subplots(1, fluences.shape[0]) - if fluences.shape[0] == 1: - axes = (axes,) - else: - fig, axes = plt.subplots(math.ceil(fluences.shape[0] / 3), 3) - axes = axes.flat - fig.suptitle(plan.PatientID) + fluences = generate_fluences(plan, width_mm, resolution_mm, dtype) m = fluences.max() - for i, (fluence, ax) in enumerate(zip_longest(fluences, axes)): - if fluence is None or np.isclose(fluence.max(), 0): - ax.axis("off") - else: - ax.imshow(fluence, vmin=0, vmax=m) - ax.set_title(f"{plan.BeamSequence[i].BeamName}") - ax.set_xticks([]) - ax.set_yticks([]) + figs = [] + for i, fluence in enumerate(fluences): + fig, ax = plt.subplots() + ax.imshow(fluence, vmin=0, vmax=m) + ax.set_title(f"{plan.BeamSequence[i].BeamName}") + ax.set_xticks([]) + ax.set_yticks([]) # now plot the jaw positions as vertical/horizontal lines beam = plan.BeamSequence[i] cp = beam.ControlPointSequence[0] @@ -289,125 +173,7 @@ def plot_fluences( color="r", ) ax.add_patch(rect) - plt.show() - - -def plot_control_point_fluence( - fluences: np.ndarray, mlc_positions: list[dict[str, dict[str, int]]] -): - frames = [fluence for fluence in fluences] # Replace with your actual data - overall_max = max([frame.max() for frame in frames]) - # Example rectangle definitions for each frame (x0, y0, x1, y1) - # You would replace these with your actual rectangle coordinates - # rectangles = [((1+i, 1+i), (3+i, 3+i)) for i in range(len(frames))] - rectangles = mlc_positions - # create rectangles that represent the MLCs - # rectangles = [] - # for frame in frames: - - # Create initial figure - fig = go.Figure() - - # Add initial image - fig.add_trace( - go.Heatmap( - z=frames[0], colorscale="Viridis", showscale=False, zmin=0, zmax=overall_max - ) - ) - - # Add initial rectangles (shapes) to the layout - initial_mlc_positions = rectangles[0] - initial_shapes = [] - for leaf in initial_mlc_positions.values(): - shape = dict( - type="rect", - x0=leaf["x0"], - y0=leaf["y0"], - x1=leaf["x1"], - y1=leaf["y1"], - line=dict(color="Black"), - ) - initial_shapes.append(shape) - fig.update_layout( - shapes=initial_shapes, - title="Frame 0", - ) - - # Animation - frames_data = [] - for i, frame in enumerate(frames[1:], start=1): - # generate all leaf rectangles - mlcs = rectangles[i] - leaves = [] - for leaf in mlcs.values(): - shape = dict( - type="rect", - x0=leaf["x0"], - y0=leaf["y0"], - x1=leaf["x1"], - y1=leaf["y1"], - line=dict(color="Black"), - ) - leaves.append(shape) - frame_data = go.Frame( - data=[ - go.Heatmap( - z=frame, - colorscale="Viridis", - showscale=False, - zmin=0, - zmax=overall_max, - ) - ], - name=f"Frame {i}", - layout=dict( - shapes=leaves, - title_text=f"Frame {i}", - ), - ) - frames_data.append(frame_data) - - fig.frames = frames_data - - # Animation layout options - fig.update_layout( - updatemenus=[ - { - "type": "buttons", - "buttons": [ - { - "label": "Play", - "method": "animate", - "args": [ - None, - { - "frame": {"duration": 500, "redraw": True}, - "fromcurrent": True, - }, - ], - }, - { - "args": [ - [None], - { - "frame": {"duration": 0, "redraw": False}, - "mode": "immediate", - "transition": {"duration": 0}, - }, - ], - "label": "Pause", - "method": "animate", - }, - ], - "direction": "left", - "pad": {"r": 10, "t": 87}, - "showactive": False, - "x": 0.1, - "xanchor": "right", - "y": 0, - "yanchor": "top", - } - ] - ) - - fig.show() + figs.append(fig) + if show: + plt.show() + return figs diff --git a/pylinac/plan_generator/mlc.py b/pylinac/plan_generator/mlc.py index aa935c7c..101271fa 100644 --- a/pylinac/plan_generator/mlc.py +++ b/pylinac/plan_generator/mlc.py @@ -1,15 +1,26 @@ +from __future__ import annotations + import numpy as np +from pylinac.core import validators + class MLCShaper: """The MLC Shaper is a tool for generating MLC positions and sequences to create a given pattern. - It can also create 'sacrifices' of MLC leaves to set the MLC or gantry speed to a certain value. + Meterset values can be given and set. + It can also create 'sacrifices' of MLC leaves to set the MLC speed/dose rate to a certain value. """ control_points: list[list[float]] + meter_sets: list[float] def __init__( - self, leaf_y_positions: list[float], max_x: float, sacrifice_gap: int = 5 + self, + leaf_y_positions: list[float], + max_x: float, + sacrifice_gap: float = 5, + sacrifice_max_move_mm: float = 50, + max_overtravel_mm: float = 140, ): """ Parameters @@ -20,11 +31,18 @@ def __init__( The maximum x-position of the MLC leaves. sacrifice_gap The gap between the sacrificial leaves. This is used to separate the leaves that are being moved out of the way. + sacrifice_max_move_mm + The maximum distance a sacrificial leaf can move in one control point. + max_overtravel_mm + The maximum distance a leaf can move beyond another MLC leaf and also the limit of exposure of the MLC tail. """ self.leaf_y_positions = leaf_y_positions self.max_x = max_x # mm self.sacrifice_gap = sacrifice_gap # mm gap + self.sacrifice_max_move_mm = sacrifice_max_move_mm # mm + self.max_overtravel_mm = max_overtravel_mm # mm self.control_points = [] + self.meter_sets = [] @property def centers(self) -> list[float]: @@ -39,12 +57,21 @@ def centers(self) -> list[float]: @property def num_leaves(self) -> int: """The number of leaves in the MLC""" - return len(self.leaf_y_positions) - 1 + return int((len(self.leaf_y_positions) - 1) * 2) + + @property + def num_pairs(self) -> int: + """The number of leaf pairs in the MLC""" + return int(self.num_leaves / 2) def as_control_points(self) -> list[list[float]]: """Return the MLC positions in DICOM format as a list of positions for each control point""" return self.control_points + def as_meter_sets(self) -> list[float]: + """Return the MLC metersets in DICOM format as a list for each control point""" + return self.meter_sets + def add_rectangle( self, left_position: float, @@ -53,6 +80,10 @@ def add_rectangle( top_position: float, bottom_position: float, outer_strip_width: float, + meterset_at_target: float, + meterset_transition: float = 0, + sacrificial_distance: float = 0, + initial_sacrificial_gap: float | None = None, ) -> None: """Create a rectangle using the MLCs. @@ -70,8 +101,23 @@ def add_rectangle( The lower y-bound that defines the out/in boundary in mm. outer_strip_width The separation width in mm of the leaves for the leaves outside the rectangle. + meterset_at_target + The ratio of MU that should be delivered AT the target rectangle position. + This is for delivered rectangles of dose. E.g. for a picket fence the + meterset at target might be 0.25 to deliver 25% of the dose at each picket. + meterset_transition + The ratio of MU that should be delivered between the MLC state before the rectangle and the MLC state AT the target rectangle position. + Set to 0 to transition immediately without dose. E.g. if delivering a picket fence + the dose between pickets is low or 0. For an MLC speed test or an ROI where + the goal is to deliver through a transition region, this might be high compared + to the meterset at target. + sacrificial_distance + The distance to move the sacrificial leaves. This is used to module the dose rate or MLC speed. + If this is set, the meterset_transition must be set to a non-zero value. + initial_sacrificial_gap + The initial gap between the sacrificial leaves. This is only used for the first control point. """ - positions: list = [0] * self.num_leaves * 2 + positions: list = [0] * self.num_leaves left_pos, right_pos, x_out, y_up, y_lo = ( left_position, right_position, @@ -81,18 +127,92 @@ def add_rectangle( ) for idx, leaf_center in enumerate(self.centers): positions[idx] = left_pos if y_lo < leaf_center < y_up else x_out - positions[idx + self.num_leaves] = ( + positions[idx + self.num_pairs] = ( right_pos if y_lo < leaf_center < y_up else x_out ) if (leaf_center > y_up) or (leaf_center < y_lo): positions[idx] -= outer_strip_width / 2 - positions[idx + self.num_leaves] += outer_strip_width / 2 - self.control_points.append(positions) + positions[idx + self.num_pairs] += outer_strip_width / 2 + if initial_sacrificial_gap: + # add the initial sacrificial gap + positions[0] -= initial_sacrificial_gap / 2 + positions[int(self.num_leaves / 2) - 1] -= initial_sacrificial_gap / 2 + positions[int(self.num_leaves / 2)] += initial_sacrificial_gap / 2 + positions[-1] += initial_sacrificial_gap / 2 + start_meterset = self.meter_sets[-1] if self.meter_sets else 0 + end_meterset = start_meterset + meterset_at_target + meterset_transition + if end_meterset > 1.0: + raise ValueError("Meterset exceeds 1.0") + if sacrificial_distance > 0 and meterset_transition == 0: + raise ValueError( + "Sacrificial distance > 0 but transition meterset was 0. Sacrifices are only used in transitions." + ) + if sacrificial_distance > 0 and initial_sacrificial_gap is not None: + raise ValueError( + "Cannot specify both a sacrificial distance and an initial sacrificial gap." + ) + if initial_sacrificial_gap and len(self.control_points) > 0: + raise ValueError( + "Cannot specify an initial sacrificial gap if there are already control points." + ) + if initial_sacrificial_gap and meterset_transition: + raise ValueError( + "Cannot specify an initial sacrificial gap if there is a transition dose." + ) + # if we have transition doses and sacrificial moves, + # we might need to interpolate the control points + if meterset_transition > 0: + if len(self.control_points) == 0: + raise ValueError( + "Cannot have a transition without a starting control point. Add a control point first." + ) + if sacrificial_distance > 0: + # split the sacrifices into chunks in case + # the distance is too large + sacrifice_chunks = split_sacrifice_travel( + sacrificial_distance, self.sacrifice_max_move_mm + ) + # calculate the number of interpolation points + interpolation_ratios = np.cumsum( + [m / sum(sacrifice_chunks) for m in sacrifice_chunks] + ) + interpolated_control_points = interpolate_control_points( + control_point_start=self.control_points[-1], + control_point_end=positions, + interpolation_ratios=interpolation_ratios, + sacrifice_chunks=sacrifice_chunks, + max_overtravel=self.max_overtravel_mm, + ) + self.control_points.extend(interpolated_control_points) + self.meter_sets.extend( + [ + start_meterset + meterset_transition * ratio + for ratio in interpolation_ratios + ] + ) + else: + # we have transition doses but no sacrifices + # this just adds a control point + self.control_points.append(positions) + self.meter_sets.append(start_meterset + meterset_transition) + else: + # add starting control point; no transition dose + self.control_points.append(positions) + self.meter_sets.append(start_meterset) + # if there is no dose delivered at the target, we can skip + # adding another control point + if end_meterset != start_meterset: + self.control_points.append(positions) + self.meter_sets.append(end_meterset) def add_strip( self, position: float, strip_width: float, + meterset_at_target: float, + meterset_transition: float = 0, + sacrificial_distance: float = 0, + initial_sacrificial_gap: float | None = None, ) -> None: """Create a single strip composed of MLCs. This is a subset of the `add_rectangle` method, but centers the strip about the x_infield_position and uses @@ -103,7 +223,22 @@ def add_strip( position The central x-position of the leaves for the leaves on the 'infield' in mm. strip_width - The width of the strip in mm, centered about the x_infield_position + The width of the strip in mm, centered about the x_infield_position. + meterset_at_target + The ratio of MU that should be delivered within this control point. + Set to 0 for a "transition" control point, such as at the beginning or end of a beam + or when moving from one ROI to another. + meterset_transition + The ratio of MU that should be delivered between the MLC state before the strip and the MLC state AT the target strip position. + Set to 0 to transition immediately without dose. E.g. if delivering a picket fence + the dose between pickets is low or 0. For an MLC speed test or an ROI where + the goal is to deliver through a transition region, this might be high compared + to the meterset at target. + sacrificial_distance + The distance to move the sacrificial leaves. This is used to module the dose rate. + If this is set, the meterset_transition must be set to a non-zero value. + initial_sacrificial_gap + The initial gap between the sacrificial leaves. This is only used for the first control point. """ self.add_rectangle( left_position=position - strip_width / 2, @@ -112,4 +247,138 @@ def add_strip( top_position=max(self.leaf_y_positions), bottom_position=min(self.leaf_y_positions), outer_strip_width=1, # not relevant/used since we will use all the leaves + meterset_at_target=meterset_at_target, + meterset_transition=meterset_transition, + sacrificial_distance=sacrificial_distance, + initial_sacrificial_gap=initial_sacrificial_gap, + ) + + +def next_sacrifice_shift( + current_position: float, + travel_mm: float, + x_width_mm: float, + other_mlc_position: float, + max_overtravel_mm: float, +) -> float: + """Calculate the next position of a sacrificial leaf. + This will calculate the next position, accounting for the MLC movement range. It + will try to oscillate the target position. + + Parameters + ---------- + current_position + The current position of the leaf. + x_width_mm + The width of the MLCs in the x-direction. + other_mlc_position + The position of the other leaves. I.e. where are the rest of the leaves generally at. + This provides a target for the sacrifice to move toward so the leaves stay in generally + the same area and don't reach overtravel. + max_overtravel_mm + The max overtravel allowed by the MLCs. + """ + largest_travel_allowed = max_overtravel_mm + abs( + other_mlc_position - current_position + ) + if travel_mm > largest_travel_allowed: + raise ValueError("Travel distance exceeds allowed range") + if x_width_mm < max_overtravel_mm: + raise ValueError("Max overtravel exceeds MLC width") + movement_direction = 1 if current_position < other_mlc_position else -1 + target_shift = movement_direction * travel_mm + # if we go beyond the MLC width limit, go the other way + if (target_shift + current_position < -x_width_mm / 2) or ( + target_shift + current_position > x_width_mm / 2 + ): + target_shift = -movement_direction * travel_mm + return target_shift + + +def interpolate_control_points( + control_point_start: list[float], + control_point_end: list[float], + interpolation_ratios: list[float], + sacrifice_chunks: list[float], + max_overtravel: float, +) -> list[list[float]]: + """Interpolate between two control points, including the sacrifices needed. + This interpolates the start and end positions of everything except the first and last pair. + For those, the sacrifices are injected into the control points per the length of the sacrifice chunks. + + Parameters + ---------- + control_point_start + The starting control point. + control_point_end + The ending control point. + interpolation_ratios + The ratios at which to interpolate between the two control points. + sacrifice_chunks + The distances to move the sacrificial leaves for each interpolation ratio. + max_overtravel + The maximum overtravel allowed by the MLCs in mm. + """ + if len(control_point_start) != len(control_point_end): + raise ValueError("Control points must be the same length") + if any( + r < 0 or r > 1.001 for r in interpolation_ratios + ): # 1.01 for floating point error + raise ValueError("Interpolation ratios must be between 0 and 1") + if len(interpolation_ratios) == 0: + raise ValueError("Interpolation ratios must be provided") + if len(interpolation_ratios) != len(sacrifice_chunks): + raise ValueError( + "Interpolation ratios must be the same length as the sacrifice chunks" + ) + num_leaves = int(len(control_point_start) / 2) + all_cps = [control_point_start] + for idx, (ratio, sacrifice) in enumerate( + zip(interpolation_ratios, sacrifice_chunks) + ): + last_cp = all_cps[-1] + sacrificial_shift = next_sacrifice_shift( + current_position=last_cp[0], + travel_mm=sacrifice, + x_width_mm=400, + other_mlc_position=last_cp[1], + max_overtravel_mm=max_overtravel, ) + new_cp = [ + start + (end - start) * ratio + for start, end in zip(control_point_start, control_point_end) + ] + # set the sacrifical leaf positions + new_cp[0] = last_cp[0] + sacrificial_shift + new_cp[num_leaves - 1] = last_cp[num_leaves - 1] + sacrificial_shift + new_cp[num_leaves] = last_cp[num_leaves] + sacrificial_shift + new_cp[-1] = last_cp[-1] + sacrificial_shift + all_cps.append(new_cp) + return all_cps[1:] + + +def split_sacrifice_travel(distance: float, max_travel: float) -> list[float]: + """ + Split a number into a list of 50's and the remainder. + + Parameters + ---------- + distance : float + The distance to split. + max_travel : float + The maximum travel distance allowed. + + Returns + ------- + list + A list containing multiples of the max travel and the remainder. + """ + validators.is_positive(distance) + validators.is_positive(max_travel) + result = [] + while distance >= max_travel: + result.append(max_travel) + distance -= max_travel + if distance > 0: + result.append(distance) + return result diff --git a/pylinac/plan_generator/prefabs.py b/pylinac/plan_generator/prefabs.py deleted file mode 100644 index 84b87682..00000000 --- a/pylinac/plan_generator/prefabs.py +++ /dev/null @@ -1,975 +0,0 @@ -import copy -from itertools import count, cycle -from math import ceil, floor -from typing import Iterable - -import numpy as np -from pydicom import Dataset - -from .dicom import BeamType, DicomLinacPlan, FluenceMode, GantryDirection -from .mlc import MLCShaper, inject_sacrifices - - -def create_dlg_2_side_test( - nominal_dlg: float = 1.5, - mlc_type: str = "Millennium", - gantry_angle: int = 0, - beam_mu: int = 50, - dose_rate: int = 600, - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lat: int = 0, - couch_lng: int = 100, - couch_rot: int = 0, - n_gaps: int = 6, - step_size: float = 0.2, - position: float = 0, - jaw_padding: int = 5, - machine_name: str = "TrueBeam", - plan_label: str = "DLG", - beam_name: str = "DLG", -) -> Dataset: - """Create a single-field DLG evaluation test. This test will create two halves of a field, with the MLCs - almost perfectly aligned along the CAX inline axis. Some MLCs will be slightly retracted or slightly protruding - depending on the gap being tested. When the two halves are delivered, there will be some "missing" dose if the gaps - overlap too much and "extra" dose if the gap has an underlap. By evaluating the dose at the middle of the gap for - all the DLG test gaps, a linear regression line can be fitted to the gap values. Where this fitted line crosses the - 0-point is the ideal DLG. - - Note that the DLG gaps do not have to be exactly aligned to the ideal gap to determine the ideal DLG. The point is to - measure several gaps and interpolate. In fact, it's better from an image analysis perspective to **not** have any of the DLG - gaps be dead on. - - Parameters - ---------- - nominal_dlg - This is the DLG that the gaps will be centered about. This should be roughly equal to the DLG of the machine in ARIA. - n_gaps - The number of DLG gaps to assess. These will be roughly centered about the nominal DLG parameter. - step_size - The size in between each DLG measurement. E.g. 0.2 may result in gaps of 1.2, 1.4, 1.6... - position - The X-position of the DLG gaps. Typically this should be 0 (along the CAX). - """ - # TODO: check ngaps must be even - # TODO: check total range isn't an obscene value like 500 - # TODO: check n_steps isn't more than the # of leaves, preferably each step is 2 leaves - # TODO: incorporate MLC config max MLC positions - mlc = MLCShaper(mlc_type) - ref_mlc = MLCShaper(mlc_type) - # create MU weighting - meter_sets = [0, 0.5, 0.5, 1.0] - field_size = 100 - - # create MLC positions - mlc_positions = [ - mlc.create_dlg_pattern( - nominal_dlg=nominal_dlg, - n_gaps=n_gaps, - step_size=step_size, - field_size=field_size, - position=position, - side="left", - ), - mlc.create_dlg_pattern( - nominal_dlg=nominal_dlg, - n_gaps=n_gaps, - step_size=step_size, - field_size=field_size, - position=position, - side="left", - ), - mlc.create_dlg_pattern( - nominal_dlg=nominal_dlg, - n_gaps=n_gaps, - step_size=step_size, - field_size=field_size, - position=position, - side="right", - ), - mlc.create_dlg_pattern( - nominal_dlg=nominal_dlg, - n_gaps=n_gaps, - step_size=step_size, - field_size=field_size, - position=position, - side="right", - ), - ] - ref_mlc_positions = [ - ref_mlc.add_rectangle( - left_position=-field_size / 2, - right_position=field_size / 2, - top_position=mlc.mlc.max_y, - bottom_position=-mlc.mlc.max_y, - ), - ] * 4 - - # create jaw positions - x1 = -field_size / 2 - jaw_padding - x2 = field_size / 2 + jaw_padding - y1 = -field_size - y2 = field_size - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - # create DMLC field - v.add_beam( - beam_name=beam_name, - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=mlc_positions, - meter_sets=meter_sets, - beam_mu=beam_mu, - fluence_mode=fluence_mode, - ) - # create reference field - v.add_beam( - beam_name=f"{beam_name} Ref", - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=ref_mlc_positions, - meter_sets=meter_sets, - beam_mu=beam_mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -def create_dose_rate_test( - dose_rates: tuple = (100, 200, 300, 400, 500, 600), - default_dose_rate: int = 600, - mlc_type: str = "Millennium", - mlc_speed_max: int = 25, - gantry_angle: int = 0, - desired_mu: int = 50, - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lat: int = 0, - couch_lng: int = 100, - couch_rot: int = 0, - jaw_padding: int = 5, - machine_name: str = "TrueBeam", - plan_label: str = "DoseRateROI", -) -> Dataset: - """Create a single-field test to deliver several different dose rates of the machine. This creates several ROIs and - all of the ROIs should ideally give the same signal response (after accounting for the natural beam shape via reference). - The dose rate slow-down is accomplished via "sacrificial" moves of the outside MLC pair, which hinder the machine - from delivering at its maximum. - - Unlike the Varian beams, this **only** tests the dose rate and the gantry is static. Additionally, the desired dose - rates can be configured unlike Varian. - - The goal of this test is the same as the "Dose Rate Linearity Test". The difference between the two is that this is - one field + reference, thus quicker. The latter delivers several open fields. The latter is easier to process when using primitive - image analysis techniques and does not need a reference image and also corresponds to what the mental default of a - dose rate analysis test is for a physicist where an ion chamber is normally used. E.g. a physicist can directly compare - the results of the latter test with the EPID vs an ion chamber easily. This current test is proposed as a quicker - alternative. - """ - mlc = MLCShaper(mlc_type) - ref_mlc = MLCShaper(mlc_type) - # create MU weighting - start_meter_sets = np.linspace(0, 1, len(dose_rates) + 1) - end_meter_sets = np.linspace(0, 1, len(dose_rates) + 1) - meter_sets = np.concatenate((start_meter_sets, end_meter_sets))[ - :-1 - ] # drop last one as it's a 1.00 repeat - meter_sets.sort() - - # TODO: add validation of passed speed ROIs fit in MLC window - roi_size = 20 # mm wide - - # calculate MU - mlc_transition_time = roi_size / mlc_speed_max - min_mu = mlc_transition_time * max(dose_rates) * len(dose_rates) / 60 - mu = max(desired_mu, ceil(min_mu)) - - # create MLC positions - start_pos = -len(dose_rates) / 2 * roi_size # center the ROIs about the CAX - center_pos = [ - idx * roi_size + start_pos + roi_size / 2 for idx in range(len(dose_rates)) - ] - times_to_transition = [ - mu * 60 / (dose_rate * len(dose_rates)) for dose_rate in dose_rates - ] - # start off at the left-most edge - mlc_positions = [mlc.create_vmat_start_position(start_pos)] - # TODO: use MLCconfig max for below - ref_mlc_positions = [ - ref_mlc.create_vmat_position(start_pos, y_upper=200, y_lower=-200) - ] - sacrificial_movements = [tt * mlc_speed_max for tt in times_to_transition] - for center, sacrifice, _ in zip(center_pos, sacrificial_movements, meter_sets): - # two identical positions; one is the start and the other is the end. MU is delivered in between. - mlc_positions.append( - mlc.create_vmat_position( - x_infield_position=center, strip_width=roi_size, sacrifice=0 - ) - ) # cut off top and bottom pair as they are sacrificial - mlc_positions.append( - mlc.create_vmat_position( - x_infield_position=center, strip_width=roi_size, sacrifice=sacrifice - ) - ) # cut off top and bottom pair as they are sacrificial - # TODO: use MLCconfig max/min - ref_mlc_positions.append( - mlc.create_vmat_position( - x_infield_position=center, - strip_width=roi_size, - y_upper=200, - y_lower=-200, - ) - ) - ref_mlc_positions.append( - mlc.create_vmat_position( - x_infield_position=center, - strip_width=roi_size, - y_upper=200, - y_lower=-200, - ) - ) - - # break up sacrifices - new_meter_sets, new_mlc_positions = inject_sacrifices( - meter_sets, - mlc, - mlc_positions, - sacrificial_movements, - sacrifice_start_pos=start_pos, - sacrifice_max=50, - ) - - # create jaw positions - x1 = min(center_pos) - roi_size / 2 - jaw_padding # give mm extra room - x2 = max(center_pos) + roi_size / 2 + jaw_padding - y1 = -mlc.mlc.max_y - y2 = mlc.mlc.max_y - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - # dmlc beam - v.add_beam( - beam_name=f"DR{min(dose_rates)},{max(dose_rates)}", - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=max(dose_rates), - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=new_mlc_positions, - meter_sets=new_meter_sets, - beam_mu=mu, - fluence_mode=fluence_mode, - ) - # ref beam - v.add_beam( - beam_name="DR Ref", - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=default_dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=ref_mlc_positions, - meter_sets=meter_sets, - beam_mu=mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -def create_gantry_speed_test( - speeds: tuple = (2, 3, 4, 4.8), - mlc_type: str = "Millennium", - mlc_speed_max: int = 25, - max_dose_rate: int = 400, - start_gantry_angle: int = 179, - max_gantry_speed: float = 4.8, - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lat: int = 0, - couch_lng: int = 100, - couch_rot: int = 0, - beam_name: str = "GS", - gantry_rot_dir: GantryDirection = GantryDirection.CLOCKWISE, - jaw_padding: int = 5, - machine_name: str = "TrueBeam", - plan_label: str = "GSpeed", -) -> Dataset: - """Create a single-field gantry speed test plan. This plan will slow down the gantry to the desired speeds and deliver - an ROI, similar to the classical VMAT tests, but this allows the user to specify the speeds. Inevitably, the dose - rate will also vary, but it is a dependent variable in the dicom plan generation. The gantry speeds are achieved - via sacrificial MLC movements of the outside pairs.""" - gantry_rot_dir = ( - GantryDirection(gantry_rot_dir) - if isinstance(gantry_rot_dir, str) - else gantry_rot_dir - ) - mlc = MLCShaper(mlc_type) - ref_mlc = MLCShaper(mlc_type) - # create MU weighting - meter_sets = np.linspace(0, 1, len(speeds) * 6 + 1) - ref_meter_sets = copy.copy(meter_sets) - - # TODO: add validation of passed speed ROIs fit in MLC window - # TODO: validate sacrificial movements (esp slow speeds) don't go over max overreach of MLCs (~14cm?) - - # create MLC positions - roi_size = 30 # mm wide - step_size = 10 # control point step size. I.e. 10mm to 20mm to 30mm, etc - start_pos = -len(speeds) / 2 * roi_size # center the ROIs - strip_widths = cycle((10, 20, roi_size, 20, 10, 1)) # TODO: make this parametric - center_pos = count(start_pos + step_size / 2, step_size / 2) - time_to_finish = [max_gantry_speed / speed for speed in np.repeat(speeds, 6)] - sacrificial_movements = [ttf * mlc_speed_max for ttf in time_to_finish] - # start off at the left-most edge - mlc_positions = [mlc.create_vmat_start_position(start_pos, strip_width=1)] - ref_mlc_positions = [ - ref_mlc.create_vmat_position( - start_pos, y_upper=mlc.mlc.max_y, y_lower=-mlc.mlc.max_y, strip_width=1 - ) - ] - for width, center, sacrifice, _ in zip( - strip_widths, center_pos, sacrificial_movements, meter_sets - ): - mlc_positions.append( - mlc.create_vmat_position( - x_infield_position=center, strip_width=width, sacrifice=sacrifice - ) - ) # cut off top and bottom pair as they are sacrificial - ref_mlc_positions.append( - ref_mlc.create_vmat_position( - x_infield_position=center, - strip_width=width, - y_upper=mlc.mlc.max_y, - y_lower=-mlc.mlc.max_y, - ) - ) - - # break up sacrifices - # meter_sets, mlc_positions = inject_sacrifices(meter_sets, mlc, mlc_positions, sacrificial_movements, - # sacrifice_start_pos=start_pos, sacrifice_max=50) - - # calc max allowable MU - min_ttf = min(time_to_finish) - meter_diff = 1 / (len(meter_sets) - 1) - max_mu = floor((min_ttf * (max_dose_rate / 60)) / meter_diff) - - # create jaw positions - x1 = min(mlc_positions[0]) - roi_size / 2 - jaw_padding - x2 = np.max(mlc_positions[-1]) + roi_size / 2 + jaw_padding - y1 = -mlc.mlc.max_y - y2 = mlc.mlc.max_y - - # create gantry angles - gantry_angles = [ - start_gantry_angle - idx * max_gantry_speed for idx in range(len(meter_sets)) - ] - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - # add the DMLC beam - v.add_beam( - beam_name=beam_name, - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=max_dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angles, - gantry_direction=gantry_rot_dir, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=mlc_positions, - meter_sets=meter_sets, - beam_mu=max_mu, - fluence_mode=fluence_mode, - ) - # add the reference beam (same movements, but static gantry) - v.add_beam( - beam_name="Reference" + beam_name, - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=max_dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angles[-1], - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=ref_mlc_positions, - meter_sets=ref_meter_sets, - beam_mu=max_mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -def create_mlc_speed_test( - speeds: tuple = (17.14, 10, 15, 20), - mlc_type: str = "Millennium", - mlc_speed_max: int = 25, - max_dose_rate: int = 400, - gantry_angle: int = 0, - energy: int = 6, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lat: int = 0, - couch_lng: int = 100, - couch_rot: int = 0, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - jaw_padding: int = 5, - machine_name: str = "TrueBeam", - plan_label: str = "MLC Speed", - beam_name: str = "MLC Speed", -) -> Dataset: - """Create an MLC speed test. This is similar to the standard Varian DRMLC test where multiple ROIs are created, - but the gantry isn't moving. - The user can also configure the speeds desired. The speeds are achieved via sacrificial moves of the outside MLC pairs. - """ - mlc = MLCShaper(mlc_type) - ref_mlc = MLCShaper(mlc_type) - # create MU weighting - meter_sets = np.linspace(0, 1, len(speeds) * 6 + 1) - - # TODO: add validation of passed speed ROIs fit in MLC window - # TODO: validate sacrificial movements (esp slow speeds) don't go over max overreach of MLCs (~14cm?) - - # create MLC positions - roi_size = 30 # mm wide - step_size = 10 # control point step size. I.e. 10mm to 20mm to 30mm, etc - strip_width = 1 - start_pos = -len(speeds) / 2 * roi_size # center the ROIs - strip_widths = cycle((10, 20, 30, 20, 10, strip_width)) - center_pos = count( - start_pos + step_size / 2, step_size / 2 - ) # TODO: change to add spacing between ROIs to minimize spikes on profile - time_to_finish = [step_size / speed for speed in np.repeat(speeds, 6)] - sacrificial_movements = [ttf * mlc_speed_max for ttf in time_to_finish] - # start off at the left-most edge - mlc_positions = [ - mlc.create_vmat_start_position(start_pos, strip_width=strip_width, to_left=True) - ] - ref_mlc_position = [ - ref_mlc.create_vmat_start_position( - start_pos, strip_width=strip_width, to_left=True - ) - ] - for width, center, sacrifice in zip( - strip_widths, center_pos, sacrificial_movements - ): - mlc_positions.append( - mlc.create_vmat_position( - x_infield_position=center, strip_width=width, sacrifice=sacrifice - ) - ) # cut off top and bottom pair as they are sacrificial - ref_mlc_position.append( - ref_mlc.create_vmat_position( - x_infield_position=center, - strip_width=width, - y_upper=mlc.mlc.max_y, - y_lower=-mlc.mlc.max_y, - ) - ) - - # break up sacrifices - meter_sets, mlc_positions = inject_sacrifices( - meter_sets, - mlc, - mlc_positions, - sacrificial_movements, - sacrifice_start_pos=start_pos, - sacrifice_max=50, - ) - - # calc max allowable MU - min_ttf = min(time_to_finish) - meter_diff = 1 / (len(meter_sets) - 1) - max_mu = floor((min_ttf * (max_dose_rate / 60)) / meter_diff) - - # create jaw positions - x1 = min(mlc_positions[0]) - roi_size / 2 - jaw_padding - x2 = np.max(mlc_positions[-1]) + roi_size / 2 + jaw_padding - y1 = -mlc.mlc.max_y - y2 = mlc.mlc.max_y - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - # add DMLC beam - v.add_beam( - beam_name=beam_name, - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=max_dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=mlc_positions, - meter_sets=meter_sets, - beam_mu=max_mu, - fluence_mode=fluence_mode, - ) - # add reference beam - v.add_beam( - beam_name="MLC Sp Ref", - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=max_dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=ref_mlc_position, - meter_sets=meter_sets, - beam_mu=max_mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -# TODO: add VMAT-type option -def create_picketfence_test( - strip_width: float = 3, - strip_positions: tuple = (-50, -30, -10, 10, 30, 50), - mlc_type: str = "Millennium", - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - max_dose_rate: int = 600, - gantry_angle: int = 0, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lng: int = 100, - couch_lat: int = 0, - couch_rot: int = 0, - beam_mu: int = 200, - transition_dose: float = 0.01, - jaw_padding: int = 5, - machine_name: str = "TrueBeam", - plan_label: str = "PicketF", - beam_name: str = "PF", -) -> Dataset: - """Create a typical picket fence test. This will create N pickets at the given positions with a specified width. - The gantry is static for this delivery.""" - mlc = MLCShaper(mlc_type) - # create MU weighting - start_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) - end_meter_sets = np.linspace(0, 1, len(strip_positions) + 1) - meter_sets = np.concatenate((start_meter_sets, end_meter_sets))[:-1] - meter_sets.sort() - meter_sets[1:-1:2] = [ - s + transition_dose for idx, s in enumerate(meter_sets[1:-1:2]) - ] - - # create MLC positions - # TODO: validate this doesn't go outside MLC window - mlc_positions = [ - mlc.add_strip( - position=strip_positions[0] - 10, - y_bound_upper=mlc.mlc.max_y, - y_bound_lower=-mlc.mlc.max_y, - strip_width=strip_width, - ), - ] # align just to the left of first picket - for pos in strip_positions: - mlc_positions.append( - mlc.add_strip( - position=pos, - y_bound_lower=-mlc.mlc.max_y, - y_bound_upper=mlc.mlc.max_y, - strip_width=strip_width, - ) - ) - mlc_positions.append( - mlc.add_strip( - position=pos, - y_bound_lower=-mlc.mlc.max_y, - y_bound_upper=mlc.mlc.max_y, - strip_width=strip_width, - ) - ) - - # create jaw positions - x1 = min(strip_positions) - strip_width / 2 - jaw_padding - x2 = max(strip_positions) + strip_width / 2 + jaw_padding - y1 = -mlc.mlc.max_y - y2 = mlc.mlc.max_y - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - v.add_beam( - beam_name=beam_name, - beam_type=BeamType.DYNAMIC, - energy=energy, - dose_rate=max_dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=mlc_positions, - meter_sets=meter_sets, - beam_mu=beam_mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -def create_open_field( - x1: float, - x2: float, - y1: float, - y2: float, - defined_by_mlcs: bool = True, - mlc_type: str = "Millennium", - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - dose_rate: int = 600, - gantry_angle: int = 0, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lng: int = 100, - couch_lat: int = 0, - couch_rot: int = 0, - beam_mu: int = 200, - jaw_padding: int = 5, - machine_name: str = "TrueBeam", - plan_label: str = "Open Field", - beam_name: str = "Open", - machine_sn: str = "H191111", - tolerance_table: str = "T1", - patient_name: str = "RadMachine", - patient_id: str = "rad", -) -> Dataset: - """Create a simple, static open field defined either by the jaws or MLCs.""" - mlc = MLCShaper(mlc_type) - # create MU weighting - meter_sets = [0, 1] - - # create MLC positions - if defined_by_mlcs: - # TODO: validate this doesn't go outside MLC window - # create MLC square - mlc_positions = mlc.add_rectangle( - left_position=x1, - right_position=x2, - top_position=y2, - bottom_position=y1, - outer_strip_width=3, - x_outfield_position=x1 - jaw_padding * 2, - ) - # move jaws just outside MLC window - x1 -= jaw_padding - x2 += jaw_padding - y1 -= jaw_padding - y2 += jaw_padding - else: - # park the MLCs - mlc_positions = mlc.add_rectangle( - left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x - ) - - # create plan - v = DicomLinacPlan( - machine_name=machine_name, - plan_label=plan_label, - patient_name=patient_name, - patient_id=patient_id, - machine_sn=machine_sn, - tolerance_table=tolerance_table, - ) - v.add_beam( - beam_name=beam_name, - beam_type=BeamType.STATIC, - energy=energy, - dose_rate=dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=[ - mlc_positions, - ], - meter_sets=meter_sets, - beam_mu=beam_mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -def create_MU_linearity_set( - x1: float = -100, - x2: float = 100, - y1: float = -100, - y2: float = 100, - mu_set: tuple = (5, 50, 100, 200, 500, 1000), - mlc_type: str = "Millennium", - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - dose_rate: int = 600, - gantry_angle: int = 0, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lng: int = 100, - couch_lat: int = 0, - couch_rot: int = 0, - machine_name: str = "TrueBeam", - plan_label: str = "MU Linearity", -) -> Dataset: - """Create a set of open beams that deliver varying amounts of MUs.""" - mlc = MLCShaper(mlc_type) - # create MU weighting - meter_sets = [0, 1] - - # park the MLCs - mlc_positions = mlc.add_rectangle( - left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x - ) - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - for mu in mu_set: - v.add_beam( - beam_name=f"{mu} MU", - beam_type=BeamType.STATIC, - energy=energy, - dose_rate=dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=[ - mlc_positions, - ], - meter_sets=meter_sets, - beam_mu=mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -def create_dose_rate_linearity_set( - x1: float = -100, - x2: float = 100, - y1: float = -100, - y2: float = 100, - dr_set: tuple = (5, 50, 100, 200, 400, 600), - mlc_type: str = "Millennium", - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - mu: int = 100, - gantry_angle: int = 0, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lng: int = 100, - couch_lat: int = 0, - couch_rot: int = 0, - machine_name: str = "TrueBeam", - plan_label: str = "DR Linearity", -) -> Dataset: - """Create a set of open beams that deliver the same dose but with varying dose rates. See the other dose rate test for more info.""" - mlc = MLCShaper(mlc_type) - # create MU weighting - meter_sets = [0, 1] - - # park the MLCs - mlc_positions = mlc.add_rectangle( - left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x - ) - # mlc_positions = mlc.create_rectangle(left_position=-200, right_position=50, top_position=50, bottom_position=-50) - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - for dr in dr_set: - v.add_beam( - beam_name=f"{dr} MU/min", - beam_type=BeamType.STATIC, - energy=energy, - dose_rate=dr, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=gantry_angle, - gantry_direction=GantryDirection.NONE, - coll_angle=coll_angle, - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=couch_rot, - mlc_positions=[ - mlc_positions, - ], - meter_sets=meter_sets, - beam_mu=mu, - fluence_mode=fluence_mode, - ) - return v.ds - - -def create_winston_lutz_set( - x1: float = -10, - x2: float = 10, - y1: float = -10, - y2: float = 10, - defined_by_mlcs: bool = True, - mlc_type: str = "Millennium", - energy: int = 6, - fluence_mode: FluenceMode = FluenceMode.STANDARD, - dose_rate: int = 600, - axes_positions: Iterable[dict] = ({"gantry": 0, "collimator": 0, "couch": 0},), - couch_vrt: int = 0, - couch_lng: int = 100, - couch_lat: int = 0, - beam_mu: int = 10, - jaw_padding: int = 5, - machine_name: str = "TrueBeam", - plan_label: str = "Winston Lutz", -) -> Dataset: - """Create a set of simple, static open fields, defined either by the jaws or MLCs with G/C/P settings as done in WL.""" - mlc = MLCShaper(mlc_type) - # create MU weighting - meter_sets = [0, 1] - - # create MLC positions - if defined_by_mlcs: - # TODO: validate this doesn't go outside MLC window - # create MLC square - mlc_positions = mlc.add_rectangle( - left_position=x1, - right_position=x2, - top_position=y2, - bottom_position=y1, - outer_strip_width=3, - x_outfield_position=x1 - jaw_padding * 2, - ) - # move jaws just outside MLC window - x1 -= jaw_padding - x2 += jaw_padding - y1 -= jaw_padding - y2 += jaw_padding - else: - # park the MLCs - mlc_positions = mlc.add_rectangle( - left_position=-mlc.mlc.max_x, right_position=mlc.mlc.max_x - ) - - # create plan - v = DicomLinacPlan(machine_name=machine_name, plan_label=plan_label) - # create beams - for axes in axes_positions: - v.add_beam( - beam_name=f"G{axes['gantry']:g}C{axes['collimator']:g}P{axes['couch']:g}", - beam_type=BeamType.STATIC, - energy=energy, - dose_rate=dose_rate, - x1=x1, - x2=x2, - y1=y1, - y2=y2, - gantry_angles=axes["gantry"], - gantry_direction=GantryDirection.NONE, - coll_angle=axes["collimator"], - couch_vrt=couch_vrt, - couch_lat=couch_lat, - couch_lng=couch_lng, - couch_rot=axes["couch"], - mlc_positions=[ - mlc_positions, - ], - meter_sets=meter_sets, - beam_mu=beam_mu, - fluence_mode=fluence_mode, - ) - return v.ds diff --git a/tests_basic/test_plan_generator.py b/tests_basic/test_plan_generator.py index 98336d27..290b7ba7 100644 --- a/tests_basic/test_plan_generator.py +++ b/tests_basic/test_plan_generator.py @@ -1,6 +1,9 @@ +import tempfile from unittest import TestCase +import numpy as np import pydicom +from matplotlib.figure import Figure from pylinac.plan_generator.dicom import ( Beam, @@ -9,20 +12,23 @@ GantryDirection, PlanGenerator, ) +from pylinac.plan_generator.mlc import ( + MLCShaper, + interpolate_control_points, + next_sacrifice_shift, + split_sacrifice_travel, +) from tests_basic.utils import get_file_from_cloud_test_repo +RT_PLAN_FILE = get_file_from_cloud_test_repo(["plan_generator", "Murray-plan.dcm"]) +RT_PLAN_DS = pydicom.dcmread(RT_PLAN_FILE) -class TestPlanGenerator(TestCase): - @classmethod - def setUpClass(cls) -> None: - cls.rt_plan_file = get_file_from_cloud_test_repo( - ["plan_generator", "Murray-plan.dcm"] - ) +class TestPlanGenerator(TestCase): def test_from_rt_plan_file(self): # shouldn't raise; happy path PlanGenerator.from_rt_plan_file( - self.rt_plan_file, plan_label="label", plan_name="my name" + RT_PLAN_FILE, plan_label="label", plan_name="my name" ) def test_from_not_rt_plan_file(self): @@ -32,35 +38,78 @@ def test_from_not_rt_plan_file(self): file, plan_label="label", plan_name="my name" ) + def test_to_file(self): + pg = PlanGenerator.from_rt_plan_file( + RT_PLAN_FILE, plan_label="label", plan_name="my name" + ) + pg.add_mlc_speed_beams() + with tempfile.NamedTemporaryFile(delete=False) as t: + pg.to_file(t.name) + # shouldn't raise; should be valid DICOM + ds = pydicom.dcmread(t.name) + self.assertEqual(ds.RTPlanLabel, "label") + self.assertEqual(len(ds.BeamSequence), 2) + def test_from_rt_plan_dataset(self): # happy path using a dicom dataset - dataset = pydicom.dcmread(self.rt_plan_file) + dataset = pydicom.dcmread(RT_PLAN_FILE) PlanGenerator(dataset, plan_label="label", plan_name="my name") + def test_no_patient_id(self): + ds = pydicom.dcmread(RT_PLAN_FILE) + ds.pop("PatientID") + with self.assertRaises(ValueError): + PlanGenerator(ds, plan_label="label", plan_name="my name") + + def test_no_patient_name(self): + ds = pydicom.dcmread(RT_PLAN_FILE) + ds.pop("PatientName") + with self.assertRaises(ValueError): + PlanGenerator(ds, plan_label="label", plan_name="my name") + + def test_no_tolerance_table(self): + ds = pydicom.dcmread(RT_PLAN_FILE) + ds.pop("ToleranceTableSequence") + with self.assertRaises(ValueError): + PlanGenerator(ds, plan_label="label", plan_name="my name") + + def test_no_beam_sequence(self): + ds = pydicom.dcmread(RT_PLAN_FILE) + ds.pop("BeamSequence") + with self.assertRaises(ValueError): + PlanGenerator(ds, plan_label="label", plan_name="my name") + + def test_no_mlc_data(self): + ds = pydicom.dcmread(RT_PLAN_FILE) + # pop MLC part of the data; at this point it's just an open field + ds.BeamSequence[0].BeamLimitingDeviceSequence.pop() + with self.assertRaises(ValueError): + PlanGenerator(ds, plan_label="label", plan_name="my name") + def test_num_leaves(self): pg = PlanGenerator.from_rt_plan_file( - self.rt_plan_file, plan_label="label", plan_name="my name" + RT_PLAN_FILE, plan_label="label", plan_name="my name" ) self.assertEqual(pg.num_leaves, 120) def test_machine_name(self): pg = PlanGenerator.from_rt_plan_file( - self.rt_plan_file, plan_label="label", plan_name="my name" + RT_PLAN_FILE, plan_label="label", plan_name="my name" ) self.assertEqual(pg.machine_name, "TrueBeamSN5837") def test_leaf_config(self): pg = PlanGenerator.from_rt_plan_file( - self.rt_plan_file, plan_label="label", plan_name="my name" + RT_PLAN_FILE, plan_label="label", plan_name="my name" ) self.assertEqual(len(pg.leaf_config), 61) self.assertEqual(max(pg.leaf_config), 200) self.assertEqual(min(pg.leaf_config), -200) def test_instance_uid_changes(self): - dcm = pydicom.dcmread(self.rt_plan_file) + dcm = pydicom.dcmread(RT_PLAN_FILE) pg = PlanGenerator.from_rt_plan_file( - self.rt_plan_file, plan_label="label", plan_name="my name" + RT_PLAN_FILE, plan_label="label", plan_name="my name" ) pg_dcm = pg.as_dicom() self.assertNotEqual(pg_dcm.SOPInstanceUID, dcm.SOPInstanceUID) @@ -68,8 +117,9 @@ def test_instance_uid_changes(self): def create_beam(**kwargs) -> Beam: return Beam( + plan_dataset=kwargs.get("plan_dataset", RT_PLAN_DS), beam_name=kwargs.get("beam_name", "name"), - beam_type=kwargs.get("beam_type", BeamType.STATIC), + beam_type=kwargs.get("beam_type", BeamType.DYNAMIC), energy=kwargs.get("energy", 6), dose_rate=kwargs.get("dose_rate", 600), x1=kwargs.get("x1", -5), @@ -94,7 +144,13 @@ def create_beam(**kwargs) -> Beam: class TestBeam(TestCase): def test_beam_normal(self): # shouldn't raise; happy path - create_beam() + beam = create_beam( + gantry_angles=0, + ) + beam_dcm = beam.as_dicom() + self.assertEqual(beam_dcm.BeamName, "name") + self.assertEqual(beam_dcm.BeamType, "DYNAMIC") + self.assertEqual(beam_dcm.ControlPointSequence[0].GantryAngle, 0) def test_too_long_beam_name(self): with self.assertRaises(ValueError): @@ -103,22 +159,44 @@ def test_too_long_beam_name(self): def test_1_mlc_position_for_static(self): with self.assertRaises(ValueError): create_beam( - mlc_positions=[[0], [0], [0], [0], [0]], beam_type=BeamType.STATIC + mlc_positions=[[0], [0], [0], [0], [0]], + beam_type=BeamType.STATIC, + meter_sets=[0, 0, 0, 0, 0], ) # valid - create_beam(mlc_positions=[[0]], beam_type=BeamType.STATIC) + beam = create_beam( + mlc_positions=[[0]], meter_sets=[0], beam_type=BeamType.STATIC + ) + self.assertEqual(beam.as_dicom().BeamType, "STATIC") def test_mlc_positions_match_meter_sets(self): with self.assertRaises(ValueError): create_beam(mlc_positions=[[0] * 5], meter_sets=[1, 2, 3]) def test_gantry_must_be_dynamic_for_multiple_angles(self): - with self.assertRaises(ValueError): - create_beam(gantry_angles=[0, 90], beam_type=BeamType.STATIC) + with self.assertRaises(ValueError) as context: + create_beam( + gantry_angles=[0, 90], + mlc_positions=[ + [0], + ], + meter_sets=[0], + beam_type=BeamType.STATIC, + ) + self.assertIn("Cannot specify multiple gantry angles", str(context.exception)) # valid - create_beam(gantry_angles=[0, 90], beam_type=BeamType.DYNAMIC) + beam = create_beam( + gantry_angles=[0, 90], + beam_type=BeamType.DYNAMIC, + gantry_direction=GantryDirection.CLOCKWISE, + ) + beam_dcm = beam.as_dicom() + self.assertEqual(beam_dcm.BeamType, "DYNAMIC") + self.assertEqual(beam_dcm.ControlPointSequence[0].GantryAngle, 0) + self.assertEqual(beam_dcm.ControlPointSequence[0].GantryRotationDirection, "CC") + self.assertEqual(beam_dcm.ControlPointSequence[1].GantryAngle, 90) def test_must_have_gantry_direction_if_dynamic(self): with self.assertRaises(ValueError): @@ -134,3 +212,668 @@ def test_must_have_gantry_direction_if_dynamic(self): beam_type=BeamType.DYNAMIC, gantry_direction=GantryDirection.CLOCKWISE, ) + + def test_jaw_positions(self): + b = create_beam(x1=-5, x2=7, y1=-11, y2=13) + dcm = b.as_dicom() + self.assertEqual( + len(dcm.ControlPointSequence[0].BeamLimitingDevicePositionSequence), 3 + ) + self.assertEqual( + dcm.ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[0] + .LeafJawPositions, + [-5, 7], + ) + self.assertEqual( + dcm.ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[1] + .LeafJawPositions, + [-11, 13], + ) + + def test_multiple_gantry_angles_static_not_allowed(self): + with self.assertRaises(ValueError): + create_beam(gantry_angles=[0, 90], beam_type=BeamType.STATIC) + + +class TestPlanGeneratorBeams(TestCase): + """Test real workflow where beams are added""" + + def setUp(self) -> None: + self.pg = PlanGenerator.from_rt_plan_file( + RT_PLAN_FILE, + plan_label="label", + plan_name="my name", + ) + + def test_add_beam_low_level(self): + self.pg.add_beam( + create_beam(plan_dataset=self.pg.as_dicom()).as_dicom(), mu=100 + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 1) + self.assertEqual(dcm.BeamSequence[0].BeamName, "name") + self.assertEqual(dcm.BeamSequence[0].BeamNumber, 0) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 1) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 100 + ) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].ReferencedBeamNumber, + 0, + ) + + def test_add_2_beams(self): + self.pg.add_beam(create_beam().as_dicom(), mu=100) + self.pg.add_beam(create_beam(beam_name="beam2").as_dicom(), mu=200) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 2) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 2) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 100 + ) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[1].BeamMeterset, 200 + ) + self.assertEqual(dcm.BeamSequence[1].BeamName, "beam2") + self.assertEqual(dcm.BeamSequence[1].BeamNumber, 1) + + def test_plot_fluence(self): + # just tests it works + self.pg.add_open_field_beam(x1=-5, x2=5, y1=-5, y2=5, mu=100) + figs = self.pg.plot_fluences() + self.assertIsInstance(figs, list) + self.assertIsInstance(figs[0], Figure) + + +class TestPlanPrefabs(TestCase): + def setUp(self) -> None: + self.pg = PlanGenerator.from_rt_plan_file( + RT_PLAN_FILE, + plan_label="label", + plan_name="my name", + ) + + def test_create_open_field(self): + self.pg.add_open_field_beam( + x1=-100, + x2=100, + y1=-110, + y2=110, + mu=123, + beam_name="Open Field", + defined_by_mlcs=True, + padding=0, + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 1) + self.assertEqual(dcm.BeamSequence[0].BeamName, "Open Field") + self.assertEqual(dcm.BeamSequence[0].BeamNumber, 0) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 1) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 123 + ) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[0] + .LeafJawPositions, + [-100, 100], + ) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[1] + .LeafJawPositions, + [-110, 110], + ) + + def test_open_field_jaws(self): + self.pg.add_open_field_beam( + x1=-100, + x2=100, + y1=-110, + y2=110, + mu=123, + beam_name="Open Field", + defined_by_mlcs=False, + padding=0, + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 1) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[0] + .LeafJawPositions, + [-100, 100], + ) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[1] + .LeafJawPositions, + [-110, 110], + ) + + def test_create_picket_fence(self): + self.pg.add_picketfence_beam( + y1=-10, + y2=10, + mu=123, + beam_name="Picket Fence", + strip_positions=(-50, -30, -10, 10, 30, 50), + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 1) + self.assertEqual(dcm.BeamSequence[0].BeamName, "Picket Fence") + self.assertEqual(dcm.BeamSequence[0].BeamNumber, 0) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 1) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 123 + ) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[0] + .LeafJawPositions, + [-60, 60], + ) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[1] + .LeafJawPositions, + [-10, 10], + ) + + def test_picket_fence_too_wide(self): + with self.assertRaises(ValueError): + self.pg.add_picketfence_beam( + y1=-10, + y2=10, + mu=123, + beam_name="Picket Fence", + strip_positions=(-100, 100), + ) + + def test_winston_lutz_beams(self): + self.pg.add_winston_lutz_beams( + axes_positions=( + {"gantry": 0, "collimator": 0, "couch": 0}, + {"gantry": 90, "collimator": 0, "couch": 0}, + {"gantry": 180, "collimator": 0, "couch": 45}, + ), + x1=-10, + x2=10, + y1=-10, + y2=10, + mu=123, + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 3) + self.assertEqual(dcm.BeamSequence[0].BeamName, "G0C0P0") + self.assertEqual(dcm.BeamSequence[2].BeamName, "G180C0P45") + self.assertEqual(dcm.BeamSequence[0].BeamNumber, 0) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 3) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 123 + ) + self.assertEqual(dcm.BeamSequence[0].ControlPointSequence[0].GantryAngle, 0) + self.assertEqual(dcm.BeamSequence[1].ControlPointSequence[0].GantryAngle, 90) + self.assertEqual(dcm.BeamSequence[2].ControlPointSequence[0].GantryAngle, 180) + + def test_winston_lutz_jaw_defined(self): + self.pg.add_winston_lutz_beams( + axes_positions=( + {"gantry": 0, "collimator": 0, "couch": 0}, + {"gantry": 90, "collimator": 0, "couch": 0}, + {"gantry": 180, "collimator": 0, "couch": 45}, + ), + x1=-10, + x2=10, + y1=-10, + y2=10, + mu=123, + defined_by_mlcs=False, + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 3) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[0] + .LeafJawPositions, + [-10, 10], + ) + self.assertEqual( + dcm.BeamSequence[0] + .ControlPointSequence[0] + .BeamLimitingDevicePositionSequence[1] + .LeafJawPositions, + [-10, 10], + ) + + def test_dose_rate_beams(self): + self.pg.add_dose_rate_beams( + dose_rates=(100, 400, 600), + y1=-10, + y2=10, + desired_mu=123, + default_dose_rate=600, + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 2) + self.assertEqual(dcm.BeamSequence[0].BeamName, "DR Ref") + self.assertEqual(dcm.BeamSequence[1].BeamName, "DR100-600") + self.assertEqual(dcm.BeamSequence[0].BeamNumber, 0) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 2) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 123 + ) + + def test_dose_rate_too_wide(self): + with self.assertRaises(ValueError): + self.pg.add_dose_rate_beams( + dose_rates=(100, 150, 200, 250, 300, 350, 400, 600), + roi_size_mm=30, + y1=-10, + y2=10, + desired_mu=123, + default_dose_rate=600, + ) + + def test_mlc_speed_beams(self): + self.pg.add_mlc_speed_beams( + speeds=(0.5, 1, 1.5, 2), + y1=-100, + y2=100, + mu=123, + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 2) + self.assertEqual(dcm.BeamSequence[0].BeamName, "MLC Sp Ref") + self.assertEqual(dcm.BeamSequence[1].BeamName, "MLC Speed") + self.assertEqual(dcm.BeamSequence[0].BeamNumber, 0) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 2) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 123 + ) + + def test_mlc_speed_too_fast(self): + with self.assertRaises(ValueError): + self.pg.add_mlc_speed_beams( + speeds=(10, 20, 30, 40, 50), + y1=-100, + y2=100, + ) + + def test_mlc_speed_too_wide(self): + with self.assertRaises(ValueError): + self.pg.add_mlc_speed_beams( + speeds=(0.5, 1, 1.5, 2), + roi_size_mm=50, + y1=-100, + y2=100, + ) + + def test_0_mlc_speed(self): + with self.assertRaises(ValueError): + self.pg.add_mlc_speed_beams( + speeds=(0, 1, 2), + y1=-100, + y2=100, + ) + + def test_gantry_speed_beams(self): + # max speed is 2.5 by default + self.pg.add_gantry_speed_beams( + speeds=(1, 2, 3, 4), + y1=-100, + y2=100, + mu=123, + ) + dcm = self.pg.as_dicom() + self.assertEqual(len(dcm.BeamSequence), 2) + self.assertEqual(dcm.BeamSequence[0].BeamName, "GS") + self.assertEqual(dcm.BeamSequence[1].BeamName, "G Sp Ref") + self.assertEqual(dcm.BeamSequence[0].BeamNumber, 0) + self.assertEqual(dcm.FractionGroupSequence[0].NumberOfBeams, 2) + self.assertEqual( + dcm.FractionGroupSequence[0].ReferencedBeamSequence[0].BeamMeterset, 123 + ) + + def test_gantry_speed_too_fast(self): + # max speed is 4.8 by default + with self.assertRaises(ValueError): + self.pg.add_gantry_speed_beams( + speeds=(1, 2, 3, 4, 5), + y1=-100, + y2=100, + ) + + def test_gantry_speed_too_wide(self): + with self.assertRaises(ValueError): + self.pg.add_gantry_speed_beams( + speeds=(1, 2, 3, 4), + roi_size_mm=50, + y1=-100, + y2=100, + ) + + def test_gantry_range_over_360(self): + with self.assertRaises(ValueError): + self.pg.add_gantry_speed_beams( + speeds=(4, 4, 4, 4), + y1=-100, + y2=100, + mu=250, + ) + + +class TestMLCShaper(TestCase): + @classmethod + def setUpClass(cls) -> None: + # simplistic MLC setup + cls.leaf_boundaries: list[float] = np.arange( + start=-200, stop=201, step=5 + ).tolist() + + def test_init(self): + MLCShaper(leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5) + + def test_num_leaves(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + self.assertEqual(shaper.num_leaves, 160) + + def test_meterset_over_1(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + with self.assertRaises(ValueError): + shaper.add_strip(position=-5, strip_width=0, meterset_at_target=2) + + def test_sacrifice_without_transition_dose(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + with self.assertRaises(ValueError): + shaper.add_strip( + position=-5, + strip_width=0, + meterset_at_target=1, + meterset_transition=0, + sacrificial_distance=50, + ) + + def test_initial_sacrificial_gap(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + shaper.add_strip( + position=-5, strip_width=0, meterset_at_target=1, initial_sacrificial_gap=10 + ) + self.assertEqual(shaper.control_points[0][0], -10) + + def test_cant_add_sacrificial_gap_after_first_point(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + shaper.add_strip( + position=-5, + strip_width=0, + meterset_at_target=0.2, + initial_sacrificial_gap=5, + ) + with self.assertRaises(ValueError) as context: + shaper.add_strip( + position=-5, + strip_width=0, + meterset_at_target=0.2, + initial_sacrificial_gap=10, + ) + self.assertIn("already control points", str(context.exception)) + + def test_cant_have_initial_sacrifice_and_transition_dose(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + with self.assertRaises(ValueError): + shaper.add_strip( + position=-5, + strip_width=0, + meterset_at_target=0, + meterset_transition=1, + initial_sacrificial_gap=5, + ) + + def test_cant_have_meterset_transition_for_first_control_point(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + with self.assertRaises(ValueError) as context: + shaper.add_strip( + position=-5, strip_width=0, meterset_at_target=0, meterset_transition=1 + ) + self.assertIn("Cannot have a transition", str(context.exception)) + + def test_cant_have_initial_sacrificial_gap_and_sacrificial_distance(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + with self.assertRaises(ValueError) as context: + shaper.add_strip( + position=-5, + strip_width=0, + meterset_at_target=0.5, + meterset_transition=0.1, + sacrificial_distance=5, + initial_sacrificial_gap=5, + ) + self.assertIn("Cannot specify both", str(context.exception)) + + def test_cannot_have_sacrifical_gap_on_secondary_control_point(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + shaper.add_strip(position=-5, strip_width=0, meterset_at_target=0.5) + with self.assertRaises(ValueError) as context: + shaper.add_strip( + position=-5, + strip_width=0, + meterset_at_target=0.5, + initial_sacrificial_gap=10, + ) + self.assertIn("already control points", str(context.exception)) + + def test_split_sacrifices(self): + res = split_sacrifice_travel(distance=33, max_travel=20) + self.assertCountEqual(res, [20, 13]) + res = split_sacrifice_travel(distance=11, max_travel=20) + self.assertCountEqual(res, [11]) + res = split_sacrifice_travel(distance=66, max_travel=20) + self.assertCountEqual(res, [20, 20, 20, 6]) + + def test_as_control_points(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + shaper.add_strip(position=-5, strip_width=0, meterset_at_target=1) + cp = shaper.as_control_points() + self.assertEqual( + len(cp), 2 + ) # start and end positions given meterset increments + self.assertEqual(cp[0][0], -5) + + def test_as_meter_sets(self): + shaper = MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + ) + shaper.add_strip(position=-5, strip_width=0, meterset_at_target=1) + metersets = shaper.as_meter_sets() + self.assertEqual(metersets, [0, 1]) + + +class TestNextSacrificeShift(TestCase): + def test_easy(self): + target = next_sacrifice_shift( + current_position=0, + travel_mm=5, + x_width_mm=400, + other_mlc_position=0, + max_overtravel_mm=140, + ) + self.assertEqual(target, -5) + + def test_toward_target_right(self): + target = next_sacrifice_shift( + current_position=-5, + travel_mm=50, + x_width_mm=400, + other_mlc_position=0, + max_overtravel_mm=140, + ) + self.assertEqual(target, 50) + + def test_toward_target_left(self): + target = next_sacrifice_shift( + current_position=45, + travel_mm=50, + x_width_mm=400, + other_mlc_position=0, + max_overtravel_mm=140, + ) + self.assertEqual(target, -50) + + def test_travel_too_large(self): + with self.assertRaises(ValueError): + next_sacrifice_shift( + current_position=0, + travel_mm=200, + x_width_mm=400, + other_mlc_position=0, + max_overtravel_mm=140, + ) + + def test_travel_can_be_over_max_overtravel_if_on_other_side(self): + target = next_sacrifice_shift( + current_position=0, + travel_mm=200, + x_width_mm=400, + other_mlc_position=100, + max_overtravel_mm=140, + ) + self.assertEqual(target, 200) + + def test_at_edge_of_width(self): + target = next_sacrifice_shift( + current_position=-180, + travel_mm=30, + x_width_mm=400, + other_mlc_position=-190, + max_overtravel_mm=140, + ) + self.assertEqual(target, 30) + + target = next_sacrifice_shift( + current_position=180, + travel_mm=30, + x_width_mm=400, + other_mlc_position=190, + max_overtravel_mm=140, + ) + self.assertEqual(target, -30) + + def test_width_vs_overtravel(self): + with self.assertRaises(ValueError): + next_sacrifice_shift( + current_position=0, + travel_mm=30, + x_width_mm=100, + other_mlc_position=-190, + max_overtravel_mm=140, + ) + + +class TestInterpolateControlPoints(TestCase): + """For these tests, we use a simplified version of a 3-pair MLC. The first and last pair are the sacrificial leaves.""" + + def test_control_point_lengths_mismatch(self): + with self.assertRaises(ValueError): + interpolate_control_points( + control_point_start=[0, 0, 0, 0, 0], + control_point_end=[10, 10, 10, 10], + interpolation_ratios=[0.5], + sacrifice_chunks=[5], + max_overtravel=140, + ) + + def test_no_interpolation(self): + with self.assertRaises(ValueError): + interpolate_control_points( + control_point_start=[0, 0, 0, 0, 0], + control_point_end=[10, 10, 10, 10, 10], + interpolation_ratios=[], + sacrifice_chunks=[5], + max_overtravel=140, + ) + + def test_interpolate_simple(self): + interp_cp = interpolate_control_points( + control_point_start=[0, 0, 0, 0, 0, 0], + control_point_end=[10, 10, 10, 10, 10, 10], + interpolation_ratios=[0.5], + sacrifice_chunks=[1], + max_overtravel=140, + ) + # the first, middle, and last values should be the sacrifice + # the middle values should be the interpolated values + self.assertEqual(interp_cp, [[-1, 5, -1, -1, 5, -1]]) + + def test_interpolate_multiple(self): + interp_cp = interpolate_control_points( + control_point_start=[0, 0, 0, 0, 0, 0], + control_point_end=[10, 10, 10, 10, 10, 10], + interpolation_ratios=[0.25, 0.5, 0.75], + sacrifice_chunks=[3, 5, 7], + max_overtravel=140, + ) + # the sacrifice goes 0 - 3 -> -3 + 5 -> 2 + 7 -> 9 + cp1 = [-3, 2.5, -3, -3, 2.5, -3] + self.assertEqual(interp_cp[0], cp1) + cp2 = [2, 5, 2, 2, 5, 2] + self.assertEqual(interp_cp[1], cp2) + cp3 = [9, 7.5, 9, 9, 7.5, 9] + self.assertEqual(interp_cp[2], cp3) + + def test_overtravel(self): + # 30 is over the max overtravel of 20 + with self.assertRaises(ValueError): + interpolate_control_points( + control_point_start=[0, 0, 0, 0, 0, 0], + control_point_end=[10, 10, 10, 10, 10, 10], + interpolation_ratios=[0.5], + sacrifice_chunks=[30], + max_overtravel=20, + ) + + def test_interpolation_over_1_or_0(self): + with self.assertRaises(ValueError): + interpolate_control_points( + control_point_start=[0, 0, 0, 0, 0, 0], + control_point_end=[10, 10, 10, 10, 10, 10], + interpolation_ratios=[1.5], + sacrifice_chunks=[5], + max_overtravel=140, + ) + with self.assertRaises(ValueError): + interpolate_control_points( + control_point_start=[0, 0, 0, 0, 0, 0], + control_point_end=[10, 10, 10, 10, 10, 10], + interpolation_ratios=[-0.5], + sacrifice_chunks=[5], + max_overtravel=140, + ) From 5277d2c3981f368dd358f9eafd808bc834850ec5 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 22 Apr 2024 09:57:44 -0500 Subject: [PATCH 09/21] close more figures --- tests_basic/test_winstonlutz.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/tests_basic/test_winstonlutz.py b/tests_basic/test_winstonlutz.py index 3262fd6e..f15257f2 100644 --- a/tests_basic/test_winstonlutz.py +++ b/tests_basic/test_winstonlutz.py @@ -861,8 +861,7 @@ def setUp(self): self.wl = WinstonLutz.from_demo_images() self.wl.analyze() - @classmethod - def tearDownClass(cls): + def tearDown(self): plt.close("all") def test_plot(self): From c33c0d5e0814e70f446c9660257b4618eb6738bc Mon Sep 17 00:00:00 2001 From: James Kerns Date: Mon, 22 Apr 2024 15:38:27 -0500 Subject: [PATCH 10/21] make pylinac 3.8 compatible --- pylinac/contrib/orthogonality.py | 2 ++ pylinac/contrib/quasar.py | 6 ++++-- pylinac/core/image.py | 3 ++- pylinac/core/nps.py | 2 ++ pylinac/core/profile.py | 3 ++- pyproject.toml | 1 + tests_basic/core/test_profile.py | 5 +++-- tests_basic/test_acr.py | 3 ++- 8 files changed, 18 insertions(+), 7 deletions(-) diff --git a/pylinac/contrib/orthogonality.py b/pylinac/contrib/orthogonality.py index 28232d98..42cd7917 100644 --- a/pylinac/contrib/orthogonality.py +++ b/pylinac/contrib/orthogonality.py @@ -1,3 +1,5 @@ +from __future__ import annotations + from pathlib import Path import matplotlib.pyplot as plt diff --git a/pylinac/contrib/quasar.py b/pylinac/contrib/quasar.py index f9df2317..9746643e 100644 --- a/pylinac/contrib/quasar.py +++ b/pylinac/contrib/quasar.py @@ -1,3 +1,5 @@ +from typing import List + from .. import StandardImagingFC2 from ..core.geometry import Point from ..metrics.image import SizedDiskLocator @@ -13,7 +15,7 @@ class QuasarLightRadScaling(StandardImagingFC2): bb_size_mm = 5 field_strip_width_mm = 20 light_rad_bb_offset_mm = 11 - scaling_centers: list[Point] + scaling_centers: List[Point] def analyze( self, invert: bool = False, fwxm: int = 50, bb_edge_threshold_mm: float = 10 @@ -50,7 +52,7 @@ def _determine_bb_set(self, fwxm: int) -> dict: } return positions_offsets - def _detect_scaling_centers(self) -> list[Point]: + def _detect_scaling_centers(self) -> List[Point]: """Sample a 10x10mm square about each BB to detect it. Adjustable using self.bb_sampling_box_size_mm""" scaling_centers = self.image.compute( SizedDiskLocator.from_center_physical( diff --git a/pylinac/core/image.py b/pylinac/core/image.py index 2451d0ca..bce938e8 100644 --- a/pylinac/core/image.py +++ b/pylinac/core/image.py @@ -895,7 +895,8 @@ def compute(self, metrics: list[MetricBase] | MetricBase) -> Any | dict[str, Any self.metrics.append(metric) value = metric.context_calculate() metric_data[metric.name] = value - self.metric_values |= metric_data + # TODO: use |= when 3.9 is min supported version + self.metric_values.update(metric_data) if len(metrics) == 1: return metric_data[metrics[0].name] return metric_data diff --git a/pylinac/core/nps.py b/pylinac/core/nps.py index 0ef69875..688d5853 100644 --- a/pylinac/core/nps.py +++ b/pylinac/core/nps.py @@ -1,3 +1,5 @@ +from __future__ import annotations + from typing import Iterable import numpy as np diff --git a/pylinac/core/profile.py b/pylinac/core/profile.py index ca7db851..12f0db81 100644 --- a/pylinac/core/profile.py +++ b/pylinac/core/profile.py @@ -550,7 +550,8 @@ def compute( metric.inject_profile(self) self.metrics.append(metric) values[metric.name] = metric.calculate() - self.metric_values |= values + # TODO: use |= when 3.9 is min version + self.metric_values.update(values) if len(values) == 1: return list(values.values())[0] else: diff --git a/pyproject.toml b/pyproject.toml index 8897cf24..d6a387ca 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,6 +41,7 @@ pydicom = ">=2.0" matplotlib = ">=2.0" tabulate = "~0.9.0" pydantic = ">=2.0" +eval-type-backport = {version = ">=0.2.0", python = "<=3.8"} [tool.poetry.dev-dependencies] pytest = {version = "^7.1.2", python = ">=3.8,<4.0"} diff --git a/tests_basic/core/test_profile.py b/tests_basic/core/test_profile.py index c044ca52..cd5a457f 100644 --- a/tests_basic/core/test_profile.py +++ b/tests_basic/core/test_profile.py @@ -1,4 +1,5 @@ import warnings +from typing import Type from unittest import TestCase import numpy as np @@ -50,7 +51,7 @@ def generate_open_field( field_size=(100, 100), sigma=2, center=(0, 0), - field: type[Layer] = FilteredFieldLayer, + field: Type[Layer] = FilteredFieldLayer, ) -> Simulator: from pylinac.core.image_generator import AS1000Image @@ -65,7 +66,7 @@ def generate_open_field( def generate_profile( - field_size=100, sigma=2, center=0, field: type[Layer] = FilteredFieldLayer + field_size=100, sigma=2, center=0, field: Type[Layer] = FilteredFieldLayer ) -> np.ndarray: img = generate_open_field( field_size=(field_size, field_size), diff --git a/tests_basic/test_acr.py b/tests_basic/test_acr.py index b15e5a0a..0b786a86 100644 --- a/tests_basic/test_acr.py +++ b/tests_basic/test_acr.py @@ -1,6 +1,7 @@ import io import os from pathlib import Path +from typing import List from unittest import TestCase from matplotlib import pyplot as plt @@ -316,7 +317,7 @@ class ACRMRMixin(CloudFileMixin): slice1_shift: float slice11_shift: float psg: float - results: list[str] = [] + results: List[str] = [] @classmethod def setUpClass(cls): From b185489d1b28222059ac391ac1eb4927bba6066f Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 08:24:58 -0500 Subject: [PATCH 11/21] fix hd mlc arrangement definition --- docs/source/changelog.rst | 12 ++++++++++++ docs/source/picketfence.rst | 5 +++-- pylinac/picketfence.py | 2 +- tests_basic/test_picketfence.py | 14 +++++++------- 4 files changed, 23 insertions(+), 10 deletions(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 6558854a..8974c84f 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -2,6 +2,18 @@ Changelog ========= +v 3.23.0 +-------- + +Picket Fence +^^^^^^^^^^^^ + +* The HDMLC arrangement was changed from 10x40x10 leaves to 14x32x14 leaves to match reality. + This may affect the max leaf error metric slightly. In our tests, the change did not skew positive + or negative. The mean change was approximately 0.05mm. While changing a definition is not + desirable, matching the actual configuration is more important. If for some reason you need + the old configuration, you can create a custom MLC arrangement. See the :ref:`customizing_pf_mlcs` section. + v 3.22.0 -------- diff --git a/docs/source/picketfence.rst b/docs/source/picketfence.rst index 952af617..8951cc53 100644 --- a/docs/source/picketfence.rst +++ b/docs/source/picketfence.rst @@ -305,9 +305,10 @@ Results will look similar. Here's an example of the results of using a log: Customizing MLCs ---------------- -As of v2.5, MLC configuration is set a priori (vs empirical determination as before) and the user can also create -custom MLC types. Pylinac was only able to handle Millennium and HD Millennium previously. +.. versionadded:: 2.5 +MLC configuration is set a priori (vs empirical determination in 2.4 and below) and the user can also create +custom MLC types. Preset configurations ^^^^^^^^^^^^^^^^^^^^^^ diff --git a/pylinac/picketfence.py b/pylinac/picketfence.py index 6e52b99a..58224a5b 100644 --- a/pylinac/picketfence.py +++ b/pylinac/picketfence.py @@ -96,7 +96,7 @@ class MLC(enum.Enum): } #: HD_MILLENNIUM = { "name": "HD Millennium", - "arrangement": MLCArrangement([(10, 5), (40, 2.5), (10, 5)]), + "arrangement": MLCArrangement([(14, 5), (32, 2.5), (14, 5)]), } #: BMOD = { "name": "B Mod", diff --git a/tests_basic/test_picketfence.py b/tests_basic/test_picketfence.py index dbd25832..48c55a06 100644 --- a/tests_basic/test_picketfence.py +++ b/tests_basic/test_picketfence.py @@ -84,7 +84,7 @@ def test_custom_MLC_arrangement(self): def test_all_mlc_arrangements(self): """This isn't really testing the MLCs so much as a constancy check to ensure they haven't changed.""" path = get_file_from_cloud_test_repo([TEST_DIR, "AS500_PF.dcm"]) - expected_max_error = [0.13, 0.18, 0.16, 0.14, 0.06, 0.06, 0.06] + expected_max_error = [0.13, 0.14, 0.16, 0.14, 0.06, 0.06, 0.06] for max_error, mlc in zip(expected_max_error, MLC): pf = PicketFence(path, mlc=mlc) pf.analyze() @@ -477,7 +477,7 @@ def test_percent_passing(self): self.assertAlmostEqual(self.pf.percent_passing, self.percent_passing, delta=1) def test_max_error(self): - self.assertAlmostEqual(self.pf.max_error, self.max_error, delta=0.1) + self.assertAlmostEqual(self.pf.max_error, self.max_error, delta=0.05) def test_abs_median_error(self): self.assertAlmostEqual( @@ -715,7 +715,7 @@ class AS5004(PFTestMixin, TestCase): """Tests for the AS500#4 image.""" file_name = "AS500#4.dcm" - max_error = 0.28 + max_error = 0.21 abs_median_error = 0.06 mlc_skew = -0.3 @@ -741,7 +741,7 @@ class AS5007(PFTestMixin, TestCase): """Tests for the AS500#4 image.""" file_name = "AS500#7.dcm" - max_error = 0.24 + max_error = 0.18 abs_median_error = 0.05 mlc_skew = -0.3 @@ -759,7 +759,7 @@ class AS5009(PFTestMixin, TestCase): """Tests for the AS500#4 image.""" file_name = "AS500#9.dcm" - max_error = 0.24 + max_error = 0.16 abs_median_error = 0.04 mlc_skew = -0.3 @@ -842,7 +842,7 @@ class AS1000HDFull(PFTestMixin, TestCase): file_name = "AS1000-HD-full.dcm" mlc = "HD" - max_error = 0.2 + max_error = 0.12 abs_median_error = 0.06 @@ -926,7 +926,7 @@ class ChicagoNoError(PFTestMixin, TestCase): file_name = "PF no error.dcm" # log = ['Chicago', 'PF no error tlog.bin'] mlc = "HD" - max_error = 0.24 + max_error = 0.3 class ChicagoError(PFTestMixin, TestCase): From 6e44676b99babc7d6d963dcc383241452828f8a6 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 12:11:27 -0500 Subject: [PATCH 12/21] clean WL --- tests_basic/test_winstonlutz.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/tests_basic/test_winstonlutz.py b/tests_basic/test_winstonlutz.py index 3262fd6e..f15257f2 100644 --- a/tests_basic/test_winstonlutz.py +++ b/tests_basic/test_winstonlutz.py @@ -861,8 +861,7 @@ def setUp(self): self.wl = WinstonLutz.from_demo_images() self.wl.analyze() - @classmethod - def tearDownClass(cls): + def tearDown(self): plt.close("all") def test_plot(self): From aaf47455905321db777ab74d561ca2e0001c932f Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 12:19:00 -0500 Subject: [PATCH 13/21] add release note --- docs/source/changelog.rst | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 6558854a..7b5c1974 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -2,6 +2,15 @@ Changelog ========= +v 3.32.0 +-------- + +Core + +* Pylinac is meant to be compatable with all Python versions still in security lifecycles, which is currently 3.8. + Some syntax was introduced that was not compatible with Python 3.8. This has been fixed. Note that + Python 3.8 will be EOL in October 2024. The next pylinac release after that will drop support for Python 3.8. + v 3.22.0 -------- From 85ea179cdf9b9d12e00d40e45252464325603d11 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 12:19:18 -0500 Subject: [PATCH 14/21] typo --- docs/source/changelog.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 7b5c1974..9750cfe2 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -7,7 +7,7 @@ v 3.32.0 Core -* Pylinac is meant to be compatable with all Python versions still in security lifecycles, which is currently 3.8. +* Pylinac is meant to be compatible with all Python versions still in security lifecycles, which is currently 3.8. Some syntax was introduced that was not compatible with Python 3.8. This has been fixed. Note that Python 3.8 will be EOL in October 2024. The next pylinac release after that will drop support for Python 3.8. From 9db3a4c88344882fec090aa1e9e7f7714516c161 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 15:10:23 -0500 Subject: [PATCH 15/21] move changelog. drop cachetools reference --- docs/source/changelog.rst | 17 +++++++++-------- tests_basic/utils.py | 6 +++--- 2 files changed, 12 insertions(+), 11 deletions(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 0987bf23..9b0efc01 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -13,6 +13,15 @@ Picket Fence or negative. The mean change was approximately 0.05mm. While changing a definition is not desirable, matching the actual configuration is more important. If for some reason you need the old configuration, you can create a custom MLC arrangement. See the :ref:`customizing_pf_mlcs` section. +* The leaf error barplot to the right/bottom of a picket fence plot was somewhat confusing. It would should the + mean and standard deviation of the error, but not the entire distribution. This plot has been + converted to a normal boxplot, showing the median, Q1, Q3 and flier data. More about the boxplot + can be read here: `boxplots `__. +* The leaf error subplot that shows up at the right/bottom of the analyzed image now shows leaf numbers instead + of pixels. +* A new method is available ``plot_leaf_error``. This method will create a figure of the leaf error boxplot. This is + similar to the leaf error subplot that shows up at the right/bottom of the analyzed image, but can be called independently. + v 3.22.0 -------- @@ -186,14 +195,6 @@ Picket Fence ``required_prominence`` now reflects the *normalized* height (0-1.0) the pickets should be above the background. Previously, this value was not normalized, requiring fiddling with the value to get correct and depending on the number of leaf pairs that were being analyzed. The number of leaf pairs should no longer be a factor in the analysis. -* The leaf error barplot to the right/bottom of a picket fence plot was somewhat confusing. It would should the - mean and standard deviation of the error, but not the entire distribution. This plot has been - converted to a normal boxplot, showing the median, Q1, Q3 and flier data. More about the boxplot - can be read here: `boxplots `__. -* The leaf error subplot that shows up at the right/bottom of the analyzed image now shows leaf numbers instead - of pixels. -* A new method is available ``plot_leaf_error``. This method will create a figure of the leaf error boxplot. This is - similar to the leaf error subplot that shows up at the right/bottom of the analyzed image, but can be called independently. Image Metrics ^^^^^^^^^^^^^ diff --git a/tests_basic/utils.py b/tests_basic/utils.py index fa2e6ca7..5415b81e 100644 --- a/tests_basic/utils.py +++ b/tests_basic/utils.py @@ -8,13 +8,13 @@ import pprint import shutil import time +from functools import lru_cache from io import BytesIO, StringIO from pathlib import Path, PurePosixPath from tempfile import TemporaryDirectory from typing import Callable, List, Sequence, Union from urllib.request import urlopen -from cachetools.func import lru_cache from google.cloud import storage from py_linq import Enumerable @@ -131,7 +131,7 @@ def has_www_connection(): try: with urlopen("http://www.google.com") as r: return r.status == 200 - except: + except Exception: return False @@ -287,7 +287,7 @@ def file_should_be_processed(self, filepath): try: image.load(filepath) return True - except: + except Exception: return False def test_all(self, func): From af451d94f4e0e12dc93d6383370224e219db332b Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 15:54:48 -0500 Subject: [PATCH 16/21] respond to PR comments --- docs/source/plan_generator.rst | 11 +- pylinac/plan_generator/dicom.py | 374 ++++++++++++++--------------- pylinac/plan_generator/fluence.py | 4 +- pylinac/plan_generator/mlc.py | 56 ++--- tests_basic/test_plan_generator.py | 106 ++++---- 5 files changed, 282 insertions(+), 269 deletions(-) diff --git a/docs/source/plan_generator.rst b/docs/source/plan_generator.rst index 8fdac698..f84f2ce6 100644 --- a/docs/source/plan_generator.rst +++ b/docs/source/plan_generator.rst @@ -16,6 +16,11 @@ It can create typical plans like picket fence, open fields, gantry speed, MLC sp The module is still experimental. It will take a few releases to work out the kinks. It's also primarily designed for Varian machines and the Eclipse TPS (the defaults are set for such a configuration). +.. note:: + + Units of parameters are always in mm and degrees unless otherwise specified. Parameter names are usually explicit + for non-standard terms but are sometimes assumed for common terms/parameters. + Prerequisites ------------- @@ -60,8 +65,8 @@ The plan generator can then add QA fields into the plan. # add a picket fence beam generator.add_picketfence_beam( - strip_width=3, - strip_positions=(-100, -50, 20, 80), # 4 pickets + strip_width_mm=3, + strip_positions_mm=(-100, -50, 20, 80), # 4 pickets mu=100, beam_name="PF 3mm", y1=-150, @@ -77,7 +82,7 @@ The plan generator can then add QA fields into the plan. y1=-10, y2=110, defined_by_mlcs=True, - padding=10, + padding_mm=10, ) # when done, export diff --git a/pylinac/plan_generator/dicom.py b/pylinac/plan_generator/dicom.py index 5a2f6c74..eded6a1d 100644 --- a/pylinac/plan_generator/dicom.py +++ b/pylinac/plan_generator/dicom.py @@ -3,7 +3,6 @@ import datetime import math from enum import Enum -from itertools import zip_longest from pathlib import Path from typing import Iterable @@ -55,7 +54,7 @@ def __init__( plan_dataset: Dataset, beam_name: str, beam_type: BeamType, - energy: int, + energy: float, dose_rate: int, x1: float, x2: float, @@ -64,11 +63,11 @@ def __init__( machine_name: str, gantry_angles: float | list[float], gantry_direction: GantryDirection, - coll_angle: int, - couch_vrt: int, - couch_lat: int, - couch_lng: int, - couch_rot: int, + coll_angle: float, + couch_vrt: float, + couch_lat: float, + couch_lng: float, + couch_rot: float, mlc_boundaries: list[float], mlc_positions: list[list[float]], meter_sets: list[float], @@ -83,7 +82,7 @@ def __init__( The name of the beam. Must be less than 16 characters. beam_type : BeamType The type of beam: dynamic or static. - energy : int + energy : float The energy of the beam. dose_rate : int The dose rate of the beam. @@ -101,15 +100,15 @@ def __init__( The gantry angle(s) of the beam. If a single number, it's assumed to be a static beam. If multiple numbers, it's assumed to be a dynamic beam. gantry_direction : GantryDirection The direction of the gantry rotation. Only relevant if multiple gantry angles are specified. - coll_angle : int + coll_angle : float The collimator angle. - couch_vrt : int + couch_vrt : float The couch vertical position. - couch_lat : int + couch_lat : float The couch lateral position. - couch_lng : int + couch_lng : float The couch longitudinal position. - couch_rot : int + couch_rot : float The couch rotation. mlc_boundaries : list[float] The MLC boundaries. These are the same thing as the LeafPositionBoundaries in the DICOM file. @@ -173,7 +172,7 @@ def __init__( couch_rot, mlc_positions=mlc_positions[0], ) - for mlc_pos, meter_set, gantry_angle in zip_longest( + for mlc_pos, meter_set, gantry_angle in zip( mlc_positions[1:], meter_sets[1:], gantry_angles[1:] ): if beam_type == BeamType.DYNAMIC: @@ -399,11 +398,11 @@ def __init__( ds: Dataset, plan_label: str, plan_name: str, - x_width: float = 400, + x_width_mm: float = 400, max_mlc_speed: float = 25, max_gantry_speed: float = 4.8, - sacrificial_gap: float = 5, - max_sacrificial_move: float = 50, + sacrificial_gap_mm: float = 5, + max_sacrificial_move_mm: float = 50, max_overtravel_mm: float = 140, ): """A tool for generating new QA RTPlan files based on an initial, somewhat empty RTPlan file. @@ -416,29 +415,30 @@ def __init__( The label of the new plan. plan_name : str The name of the new plan. - x_width : float - The overall width of the MLC movement in the x-direction. + x_width_mm : float + The overall width of the MLC movement in the x-direction. Generally, this is the x field size. max_mlc_speed : float - The maximum speed of the MLC leaves. + The maximum speed of the MLC leaves in mm/s max_gantry_speed : float - The maximum speed of the gantry. - sacrificial_gap : float - For dynamic beams, the top and bottom leaf pair are used to slow axes down. This is the gap + The maximum speed of the gantry in degrees/s. + sacrificial_gap_mm : float + For certain dynamic beams, the top and bottom leaf pair are used to slow axes down. This is the gap between those leaves at any given time. - max_sacrificial_move : float + max_sacrificial_move_mm : float The maximum distance the sacrificial leaves can move in a given control point. Smaller values generate more control points and more back-and-forth movement. + Too large of values may cause deliverability issues. max_overtravel_mm : float The maximum distance the MLC leaves can overtravel from each other as well as the jaw size (for tail exposure protection). """ if ds.Modality != "RTPLAN": raise ValueError("File is not an RTPLAN file") self.max_overtravel_mm = max_overtravel_mm - self.x_width = x_width + self.x_width = x_width_mm self.max_mlc_speed = max_mlc_speed self.max_gantry_speed = max_gantry_speed - self.sacrificial_gap = sacrificial_gap - self.max_sacrificial_move = max_sacrificial_move + self.sacrificial_gap = sacrificial_gap_mm + self.max_sacrificial_move = max_sacrificial_move_mm if not hasattr(ds, "PatientName") or not hasattr(ds, "PatientID"): raise ValueError("RTPLAN file must have PatientName and PatientID") if not hasattr(ds, "ToleranceTableSequence"): @@ -502,7 +502,7 @@ def __init__( self.ds.BeamSequence = beam_sequence @classmethod - def from_rt_plan_file(cls, rt_plan_file: str, **kwargs): + def from_rt_plan_file(cls, rt_plan_file: str, **kwargs) -> PlanGenerator: """Load an existing RTPLAN file and create a new plan based on it. Parameters @@ -534,8 +534,8 @@ def _create_mlc(self): """Utility to create MLC shaper instances.""" return MLCShaper( leaf_y_positions=self.leaf_config, - max_x=self.x_width / 2, - sacrifice_gap=self.sacrificial_gap, + max_x_mm=self.x_width / 2, + sacrifice_gap_mm=self.sacrificial_gap, sacrifice_max_move_mm=self.max_sacrificial_move, max_overtravel_mm=self.max_overtravel_mm, ) @@ -550,30 +550,30 @@ def add_beam(self, beam_dataset: Dataset, mu: int): def add_picketfence_beam( self, - strip_width: float = 3, - strip_positions: tuple = (-45, -30, -15, 0, 15, 30, 45), + strip_width_mm: float = 3, + strip_positions_mm: tuple[float] = (-45, -30, -15, 0, 15, 30, 45), y1: float = -100, y2: float = 100, fluence_mode: FluenceMode = FluenceMode.STANDARD, dose_rate: int = 600, - energy: int = 6, - gantry_angle: int = 0, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lng: int = 1000, - couch_lat: int = 0, - couch_rot: int = 0, + energy: float = 6, + gantry_angle: float = 0, + coll_angle: float = 0, + couch_vrt: float = 0, + couch_lng: float = 1000, + couch_lat: float = 0, + couch_rot: float = 0, mu: int = 200, - jaw_padding: int = 10, + jaw_padding_mm: float = 10, beam_name: str = "PF", ): """Add a picket fence beam to the plan. Parameters ---------- - strip_width : float + strip_width_mm : float The width of the strips in mm. - strip_positions : tuple + strip_positions_mm : tuple The positions of the strips in mm relative to the center of the image. y1 : float The bottom jaw position. Usually negative. More negative is lower. @@ -583,32 +583,32 @@ def add_picketfence_beam( The fluence mode of the beam. dose_rate : int The dose rate of the beam. - energy : int + energy : float The energy of the beam. - gantry_angle : int + gantry_angle : float The gantry angle of the beam. - coll_angle : int + coll_angle : float The collimator angle of the beam. - couch_vrt : int + couch_vrt : float The couch vertical position. - couch_lng : int + couch_lng : float The couch longitudinal position. - couch_lat : int + couch_lat : float The couch lateral position. - couch_rot : int + couch_rot : float The couch rotation. mu : int The monitor units of the beam. - jaw_padding : int + jaw_padding_mm : float The padding to add to the X jaws. beam_name : str The name of the beam. """ # check MLC overtravel; machine may prevent delivery if exposing leaf tail - x1 = min(strip_positions) - jaw_padding - x2 = max(strip_positions) + jaw_padding + x1 = min(strip_positions_mm) - jaw_padding_mm + x2 = max(strip_positions_mm) + jaw_padding_mm max_dist_to_jaw = max( - max(abs(pos - x1), abs(pos + x2)) for pos in strip_positions + max(abs(pos - x1), abs(pos + x2)) for pos in strip_positions_mm ) if max_dist_to_jaw > self.max_overtravel_mm: raise ValueError( @@ -617,17 +617,17 @@ def add_picketfence_beam( mlc = self._create_mlc() # create initial starting point; start under the jaws mlc.add_strip( - position=strip_positions[0] + 2, - strip_width=strip_width, + position_mm=strip_positions_mm[0] + 2, + strip_width_mm=strip_width_mm, meterset_at_target=0, ) - for strip in strip_positions: + for strip in strip_positions_mm: # starting control point mlc.add_strip( - position=strip, - strip_width=strip_width, - meterset_at_target=1 / len(strip_positions), + position_mm=strip, + strip_width_mm=strip_width_mm, + meterset_at_target=1 / len(strip_positions_mm), ) beam = Beam( plan_dataset=self.ds, @@ -656,18 +656,18 @@ def add_picketfence_beam( def add_dose_rate_beams( self, - dose_rates: tuple = (100, 300, 500, 600), + dose_rates: tuple[int] = (100, 300, 500, 600), default_dose_rate: int = 600, - gantry_angle: int = 0, + gantry_angle: float = 0, desired_mu: int = 50, - energy: int = 6, + energy: float = 6, fluence_mode: FluenceMode = FluenceMode.STANDARD, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lat: int = 0, - couch_lng: int = 1000, - couch_rot: int = 0, - jaw_padding: int = 5, + coll_angle: float = 0, + couch_vrt: float = 0, + couch_lat: float = 0, + couch_lng: float = 1000, + couch_rot: float = 0, + jaw_padding_mm: float = 5, roi_size_mm: float = 25, y1: float = -100, y2: float = 100, @@ -679,30 +679,30 @@ def add_dose_rate_beams( Parameters ---------- dose_rates : tuple - The dose rates to test. Each dose rate will have its own ROI. + The dose rates to test in MU/min. Each dose rate will have its own ROI. default_dose_rate : int The default dose rate. Typically, this is the clinical default. The reference beam will be delivered at this dose rate for all ROIs. - gantry_angle : int + gantry_angle : float The gantry angle of the beam. desired_mu : int The desired monitor units to deliver. It can be that based on the dose rates asked for, the MU required might be higher than this value. - energy : int + energy : float The energy of the beam. fluence_mode : FluenceMode The fluence mode of the beam. - coll_angle : int + coll_angle : float The collimator angle of the beam. - couch_vrt : int + couch_vrt : float The couch vertical position. - couch_lat : int + couch_lat : float The couch lateral position. - couch_lng : int + couch_lng : float The couch longitudinal position. - couch_rot : int + couch_rot : float The couch rotation. - jaw_padding : int + jaw_padding_mm : float The padding to add to the X jaws. The X-jaws will close around the ROIs plus this padding. roi_size_mm : float The width of the ROIs in mm. @@ -736,15 +736,15 @@ def add_dose_rate_beams( ) # we have a starting and ending strip ref_mlc.add_strip( - position=roi_centers[0] - roi_size_mm / 2, - strip_width=0, + position_mm=roi_centers[0] - roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, ) mlc.add_strip( - position=roi_centers[0] - roi_size_mm / 2, - strip_width=0, + position_mm=roi_centers[0] - roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, - initial_sacrificial_gap=5, + initial_sacrificial_gap_mm=5, ) for sacrifice_distance, center in zip(sacrificial_movements, roi_centers): ref_mlc.add_rectangle( @@ -759,11 +759,11 @@ def add_dose_rate_beams( sacrificial_distance=0, ) ref_mlc.add_strip( - position=center + roi_size_mm / 2, - strip_width=0, + position_mm=center + roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, meterset_transition=0.5 / len(dose_rates), - sacrificial_distance=0, + sacrificial_distance_mm=0, ) mlc.add_rectangle( left_position=center - roi_size_mm / 2, @@ -777,11 +777,11 @@ def add_dose_rate_beams( sacrificial_distance=sacrifice_distance, ) mlc.add_strip( - position=center + roi_size_mm / 2, - strip_width=0, + position_mm=center + roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, meterset_transition=0.5 / len(dose_rates), - sacrificial_distance=sacrifice_distance, + sacrificial_distance_mm=sacrifice_distance, ) ref_beam = Beam( plan_dataset=self.ds, @@ -789,8 +789,8 @@ def add_dose_rate_beams( beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=default_dose_rate, - x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, - x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding_mm, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding_mm, y1=y1, y2=y2, gantry_angles=gantry_angle, @@ -813,8 +813,8 @@ def add_dose_rate_beams( beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=default_dose_rate, - x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, - x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding_mm, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding_mm, y1=y1, y2=y2, gantry_angles=gantry_angle, @@ -834,19 +834,19 @@ def add_dose_rate_beams( def add_mlc_speed_beams( self, - speeds: tuple = (5, 10, 15, 20), + speeds: tuple[float] = (5, 10, 15, 20), roi_size_mm: float = 20, mu: int = 50, default_dose_rate: int = 600, - gantry_angle: int = 0, - energy: int = 6, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lat: int = 0, - couch_lng: int = 1000, - couch_rot: int = 0, + gantry_angle: float = 0, + energy: float = 6, + coll_angle: float = 0, + couch_vrt: float = 0, + couch_lat: float = 0, + couch_lng: float = 1000, + couch_rot: float = 0, fluence_mode: FluenceMode = FluenceMode.STANDARD, - jaw_padding: int = 5, + jaw_padding_mm: float = 5, y1: float = -100, y2: float = 100, beam_name: str = "MLC Speed", @@ -856,31 +856,31 @@ def add_mlc_speed_beams( Parameters ---------- - speeds : tuple - The speeds to test. Each speed will have its own ROI. + speeds : tuple[float] + The speeds to test in mm/s. Each speed will have its own ROI. roi_size_mm : float The width of the ROIs in mm. mu : int The monitor units to deliver. default_dose_rate : int The dose rate used for the reference beam. - gantry_angle : int + gantry_angle : float The gantry angle of the beam. energy : int The energy of the beam. - coll_angle : int + coll_angle : float The collimator angle of the beam. - couch_vrt : int + couch_vrt : float The couch vertical position. - couch_lat : int + couch_lat : float The couch lateral position. - couch_lng : int + couch_lng : float The couch longitudinal position. - couch_rot : int + couch_rot : float The couch rotation. fluence_mode : FluenceMode The fluence mode of the beam. - jaw_padding : int + jaw_padding_mm : float The padding to add to the X jaws. The X-jaws will close around the ROIs plus this padding. y1 : float The bottom jaw position. Usually negative. More negative is lower. @@ -929,15 +929,15 @@ def add_mlc_speed_beams( ) # we have a starting and ending strip ref_mlc.add_strip( - position=roi_centers[0] - roi_size_mm / 2, - strip_width=0, + position_mm=roi_centers[0] - roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, ) mlc.add_strip( - position=roi_centers[0] - roi_size_mm / 2, - strip_width=0, + position_mm=roi_centers[0] - roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, - initial_sacrificial_gap=5, + initial_sacrificial_gap_mm=5, ) for sacrifice_distance, center in zip(sacrificial_movements, roi_centers): ref_mlc.add_rectangle( @@ -952,11 +952,11 @@ def add_mlc_speed_beams( sacrificial_distance=0, ) ref_mlc.add_strip( - position=center + roi_size_mm / 2, - strip_width=0, + position_mm=center + roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, meterset_transition=0.5 / len(speeds), - sacrificial_distance=0, + sacrificial_distance_mm=0, ) mlc.add_rectangle( left_position=center - roi_size_mm / 2, @@ -970,11 +970,11 @@ def add_mlc_speed_beams( sacrificial_distance=sacrifice_distance, ) mlc.add_strip( - position=center + roi_size_mm / 2, - strip_width=0, + position_mm=center + roi_size_mm / 2, + strip_width_mm=0, meterset_at_target=0, meterset_transition=0.5 / len(speeds), - sacrificial_distance=sacrifice_distance, + sacrificial_distance_mm=sacrifice_distance, ) ref_beam = Beam( plan_dataset=self.ds, @@ -982,8 +982,8 @@ def add_mlc_speed_beams( beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=default_dose_rate, - x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, - x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding_mm, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding_mm, y1=y1, y2=y2, gantry_angles=gantry_angle, @@ -1006,8 +1006,8 @@ def add_mlc_speed_beams( beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=default_dose_rate, - x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding, - x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding, + x1=roi_centers[0] - roi_size_mm / 2 - jaw_padding_mm, + x2=roi_centers[-1] + roi_size_mm / 2 + jaw_padding_mm, y1=y1, y2=y2, gantry_angles=gantry_angle, @@ -1032,15 +1032,15 @@ def add_winston_lutz_beams( y1: float = -10, y2: float = 10, defined_by_mlcs: bool = True, - energy: int = 6, + energy: float = 6, fluence_mode: FluenceMode = FluenceMode.STANDARD, dose_rate: int = 600, axes_positions: Iterable[dict] = ({"gantry": 0, "collimator": 0, "couch": 0},), - couch_vrt: int = 0, - couch_lng: int = 1000, - couch_lat: int = 0, + couch_vrt: float = 0, + couch_lng: float = 1000, + couch_lat: float = 0, mu: int = 10, - padding: int = 5, + padding_mm: float = 5, ): """Add Winston-Lutz beams to the plan. Will create a beam for each set of axes positions. Field names are generated automatically based on the axes positions. @@ -1057,7 +1057,7 @@ def add_winston_lutz_beams( The top jaw position. defined_by_mlcs : bool Whether the field edges are defined by the MLCs or the jaws. - energy : int + energy : float The energy of the beam. fluence_mode : FluenceMode The fluence mode of the beam. @@ -1065,24 +1065,24 @@ def add_winston_lutz_beams( The dose rate of the beam. axes_positions : Iterable[dict] The positions of the axes. Each dict should have keys 'gantry', 'collimator', and 'couch'. - couch_vrt : int + couch_vrt : float The couch vertical position. - couch_lng : int + couch_lng : float The couch longitudinal position. - couch_lat : int + couch_lat : float The couch lateral position. mu : int The monitor units of the beam. - padding : int + padding_mm : float The padding to add. If defined by the MLCs, this is the padding of the jaws. If defined by the jaws, this is the padding of the MLCs. """ for axes in axes_positions: if defined_by_mlcs: mlc_padding = 0 - jaw_padding = padding + jaw_padding = padding_mm else: - mlc_padding = padding + mlc_padding = padding_mm jaw_padding = 0 mlc = self._create_mlc() mlc.add_rectangle( @@ -1123,17 +1123,17 @@ def add_gantry_speed_beams( self, speeds: tuple = (2, 3, 4, 4.8), max_dose_rate: int = 600, - start_gantry_angle: int = 179, - energy: int = 6, + start_gantry_angle: float = 179, + energy: float = 6, fluence_mode: FluenceMode = FluenceMode.STANDARD, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lat: int = 0, - couch_lng: int = 1000, - couch_rot: int = 0, + coll_angle: float = 0, + couch_vrt: float = 0, + couch_lat: float = 0, + couch_lng: float = 1000, + couch_rot: float = 0, beam_name: str = "GS", gantry_rot_dir: GantryDirection = GantryDirection.CLOCKWISE, - jaw_padding: int = 5, + jaw_padding_mm: float = 5, roi_size_mm: float = 30, y1: float = -100, y2: float = 100, @@ -1148,30 +1148,30 @@ def add_gantry_speed_beams( The gantry speeds to test. Each speed will have its own ROI. max_dose_rate : int The max dose rate clinically allowed for the energy. - start_gantry_angle : int + start_gantry_angle : float The starting gantry angle. The gantry will rotate around this point. It is up to the user to know what the machine's limitations are. (i.e. don't go through 180 for Varian machines). The ending gantry angle will be the starting angle + the sum of the gantry deltas generated by the speed ROIs. Slower speeds require more gantry angle to reach the same MU. - energy : int + energy : float The energy of the beam. fluence_mode : FluenceMode The fluence mode of the beam. - coll_angle : int + coll_angle : float The collimator angle of the beam. - couch_vrt : int + couch_vrt : float The couch vertical position. - couch_lat : int + couch_lat : float The couch lateral position. - couch_lng : int + couch_lng : float The couch longitudinal position. - couch_rot : int + couch_rot : float The couch rotation. beam_name : str The name of the beam. gantry_rot_dir : GantryDirection The direction of gantry rotation. - jaw_padding : int + jaw_padding_mm : float The padding to add to the X jaws. The X-jaws will close around the ROIs plus this padding. roi_size_mm : float The width of the ROIs in mm. @@ -1225,25 +1225,25 @@ def add_gantry_speed_beams( ) # we have a starting and ending strip ref_mlc.add_strip( - position=roi_centers[0], - strip_width=roi_size_mm, + position_mm=roi_centers[0], + strip_width_mm=roi_size_mm, meterset_at_target=0, ) mlc.add_strip( - position=roi_centers[0], - strip_width=roi_size_mm, + position_mm=roi_centers[0], + strip_width_mm=roi_size_mm, meterset_at_target=0, ) for center, gantry_angle in zip(roi_centers, gantry_angles): ref_mlc.add_strip( - position=center, - strip_width=roi_size_mm, + position_mm=center, + strip_width_mm=roi_size_mm, meterset_at_target=0, meterset_transition=1 / len(speeds), ) mlc.add_strip( - position=center, - strip_width=roi_size_mm, + position_mm=center, + strip_width_mm=roi_size_mm, meterset_at_target=0, meterset_transition=1 / len(speeds), ) @@ -1254,8 +1254,8 @@ def add_gantry_speed_beams( beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=max_dose_rate, - x1=min(roi_centers) - roi_size_mm - jaw_padding, - x2=max(roi_centers) + roi_size_mm + jaw_padding, + x1=min(roi_centers) - roi_size_mm - jaw_padding_mm, + x2=max(roi_centers) + roi_size_mm + jaw_padding_mm, y1=y1, y2=y2, gantry_angles=gantry_angles, @@ -1278,8 +1278,8 @@ def add_gantry_speed_beams( beam_type=BeamType.DYNAMIC, energy=energy, dose_rate=max_dose_rate, - x1=min(roi_centers) - roi_size_mm - jaw_padding, - x2=max(roi_centers) + roi_size_mm + jaw_padding, + x1=min(roi_centers) - roi_size_mm - jaw_padding_mm, + x2=max(roi_centers) + roi_size_mm + jaw_padding_mm, y1=y1, y2=y2, gantry_angles=gantry_angles[-1], @@ -1304,19 +1304,19 @@ def add_open_field_beam( y1: float, y2: float, defined_by_mlcs: bool = True, - energy: int = 6, + energy: float = 6, fluence_mode: FluenceMode = FluenceMode.STANDARD, dose_rate: int = 600, - gantry_angle: int = 0, - coll_angle: int = 0, - couch_vrt: int = 0, - couch_lng: int = 1000, - couch_lat: int = 0, - couch_rot: int = 0, + gantry_angle: float = 0, + coll_angle: float = 0, + couch_vrt: float = 0, + couch_lng: float = 1000, + couch_lat: float = 0, + couch_rot: float = 0, mu: int = 200, - padding: float = 5, + padding_mm: float = 5, beam_name: str = "Open", - outside_strip_width: float = 5, + outside_strip_width_mm: float = 5, ): """Add an open field beam to the plan. @@ -1332,39 +1332,39 @@ def add_open_field_beam( The top jaw position. defined_by_mlcs : bool Whether the field edges are defined by the MLCs or the jaws. - energy : int + energy : float The energy of the beam. fluence_mode : FluenceMode The fluence mode of the beam. dose_rate : int The dose rate of the beam. - gantry_angle : int + gantry_angle : float The gantry angle of the beam. - coll_angle : int + coll_angle : float The collimator angle of the beam. - couch_vrt : int + couch_vrt : float The couch vertical position. - couch_lng : int + couch_lng : float The couch longitudinal position. - couch_lat : int + couch_lat : float The couch lateral position. - couch_rot : int + couch_rot : float The couch rotation. mu : int The monitor units of the beam. - padding : float + padding_mm : float The padding to add to the jaws or MLCs. beam_name : str The name of the beam. - outside_strip_width : float + outside_strip_width_mm : float The width of the strip of MLCs outside the field. The MLCs will be placed to the left, under the X1 jaw by ~2cm. """ if defined_by_mlcs: mlc_padding = 0 - jaw_padding = padding + jaw_padding = padding_mm else: - mlc_padding = padding + mlc_padding = padding_mm jaw_padding = 0 mlc = self._create_mlc() mlc.add_rectangle( @@ -1372,7 +1372,7 @@ def add_open_field_beam( right_position=x2 + mlc_padding, top_position=y2 + mlc_padding, bottom_position=y1 - mlc_padding, - outer_strip_width=outside_strip_width, + outer_strip_width=outside_strip_width_mm, x_outfield_position=x1 - mlc_padding - jaw_padding - 20, meterset_at_target=1.0, ) @@ -1411,7 +1411,7 @@ def as_dicom(self) -> Dataset: def plot_fluences( self, - width_mm: int = 400, + width_mm: float = 400, resolution_mm: float = 0.5, dtype: np.dtype = np.uint16, ) -> list[Figure]: diff --git a/pylinac/plan_generator/fluence.py b/pylinac/plan_generator/fluence.py index d579024d..f60ae533 100644 --- a/pylinac/plan_generator/fluence.py +++ b/pylinac/plan_generator/fluence.py @@ -7,7 +7,7 @@ def generate_fluences( rt_plan: Dataset, - width_mm: int, + width_mm: float, resolution_mm: float = 0.1, dtype: np.dtype = np.uint16, ) -> np.ndarray: @@ -109,7 +109,7 @@ def generate_fluences( def plot_fluences( plan: Dataset, - width_mm: int, + width_mm: float, resolution_mm: float, dtype: np.dtype = np.uint16, show: bool = True, diff --git a/pylinac/plan_generator/mlc.py b/pylinac/plan_generator/mlc.py index 101271fa..7190d093 100644 --- a/pylinac/plan_generator/mlc.py +++ b/pylinac/plan_generator/mlc.py @@ -17,8 +17,8 @@ class MLCShaper: def __init__( self, leaf_y_positions: list[float], - max_x: float, - sacrifice_gap: float = 5, + max_x_mm: float, + sacrifice_gap_mm: float = 5, sacrifice_max_move_mm: float = 50, max_overtravel_mm: float = 140, ): @@ -27,9 +27,9 @@ def __init__( ---------- leaf_y_positions The y-positions of the MLC leaves. This is the same as the LeafJawPositions in the DICOM RT Plan. - max_x - The maximum x-position of the MLC leaves. - sacrifice_gap + max_x_mm + The maximum x-position of the MLC leaves. E.g. 200mm away from the isocenter is 200. + sacrifice_gap_mm The gap between the sacrificial leaves. This is used to separate the leaves that are being moved out of the way. sacrifice_max_move_mm The maximum distance a sacrificial leaf can move in one control point. @@ -37,8 +37,8 @@ def __init__( The maximum distance a leaf can move beyond another MLC leaf and also the limit of exposure of the MLC tail. """ self.leaf_y_positions = leaf_y_positions - self.max_x = max_x # mm - self.sacrifice_gap = sacrifice_gap # mm gap + self.max_x = max_x_mm # mm + self.sacrifice_gap = sacrifice_gap_mm # mm gap self.sacrifice_max_move_mm = sacrifice_max_move_mm # mm self.max_overtravel_mm = max_overtravel_mm # mm self.control_points = [] @@ -207,12 +207,12 @@ def add_rectangle( def add_strip( self, - position: float, - strip_width: float, + position_mm: float, + strip_width_mm: float, meterset_at_target: float, meterset_transition: float = 0, - sacrificial_distance: float = 0, - initial_sacrificial_gap: float | None = None, + sacrificial_distance_mm: float = 0, + initial_sacrificial_gap_mm: float | None = None, ) -> None: """Create a single strip composed of MLCs. This is a subset of the `add_rectangle` method, but centers the strip about the x_infield_position and uses @@ -220,9 +220,9 @@ def add_strip( Parameters ---------- - position + position_mm The central x-position of the leaves for the leaves on the 'infield' in mm. - strip_width + strip_width_mm The width of the strip in mm, centered about the x_infield_position. meterset_at_target The ratio of MU that should be delivered within this control point. @@ -234,28 +234,28 @@ def add_strip( the dose between pickets is low or 0. For an MLC speed test or an ROI where the goal is to deliver through a transition region, this might be high compared to the meterset at target. - sacrificial_distance + sacrificial_distance_mm The distance to move the sacrificial leaves. This is used to module the dose rate. If this is set, the meterset_transition must be set to a non-zero value. - initial_sacrificial_gap + initial_sacrificial_gap_mm The initial gap between the sacrificial leaves. This is only used for the first control point. """ self.add_rectangle( - left_position=position - strip_width / 2, - right_position=position + strip_width / 2, + left_position=position_mm - strip_width_mm / 2, + right_position=position_mm + strip_width_mm / 2, x_outfield_position=-200, # not relevant/used since we will use all the leaves top_position=max(self.leaf_y_positions), bottom_position=min(self.leaf_y_positions), outer_strip_width=1, # not relevant/used since we will use all the leaves meterset_at_target=meterset_at_target, meterset_transition=meterset_transition, - sacrificial_distance=sacrificial_distance, - initial_sacrificial_gap=initial_sacrificial_gap, + sacrificial_distance=sacrificial_distance_mm, + initial_sacrificial_gap=initial_sacrificial_gap_mm, ) def next_sacrifice_shift( - current_position: float, + current_position_mm: float, travel_mm: float, x_width_mm: float, other_mlc_position: float, @@ -267,7 +267,7 @@ def next_sacrifice_shift( Parameters ---------- - current_position + current_position_mm The current position of the leaf. x_width_mm The width of the MLCs in the x-direction. @@ -279,17 +279,17 @@ def next_sacrifice_shift( The max overtravel allowed by the MLCs. """ largest_travel_allowed = max_overtravel_mm + abs( - other_mlc_position - current_position + other_mlc_position - current_position_mm ) if travel_mm > largest_travel_allowed: raise ValueError("Travel distance exceeds allowed range") if x_width_mm < max_overtravel_mm: raise ValueError("Max overtravel exceeds MLC width") - movement_direction = 1 if current_position < other_mlc_position else -1 + movement_direction = 1 if current_position_mm < other_mlc_position else -1 target_shift = movement_direction * travel_mm # if we go beyond the MLC width limit, go the other way - if (target_shift + current_position < -x_width_mm / 2) or ( - target_shift + current_position > x_width_mm / 2 + if (target_shift + current_position_mm < -x_width_mm / 2) or ( + target_shift + current_position_mm > x_width_mm / 2 ): target_shift = -movement_direction * travel_mm return target_shift @@ -323,7 +323,7 @@ def interpolate_control_points( raise ValueError("Control points must be the same length") if any( r < 0 or r > 1.001 for r in interpolation_ratios - ): # 1.01 for floating point error + ): # 1.001 for floating point error raise ValueError("Interpolation ratios must be between 0 and 1") if len(interpolation_ratios) == 0: raise ValueError("Interpolation ratios must be provided") @@ -338,7 +338,7 @@ def interpolate_control_points( ): last_cp = all_cps[-1] sacrificial_shift = next_sacrifice_shift( - current_position=last_cp[0], + current_position_mm=last_cp[0], travel_mm=sacrifice, x_width_mm=400, other_mlc_position=last_cp[1], @@ -359,7 +359,7 @@ def interpolate_control_points( def split_sacrifice_travel(distance: float, max_travel: float) -> list[float]: """ - Split a number into a list of 50's and the remainder. + Split a number into a list of multiples of a max travel distance and a remainder. E.g. 66 => [50, 16]. Parameters ---------- diff --git a/tests_basic/test_plan_generator.py b/tests_basic/test_plan_generator.py index 290b7ba7..d1fa4817 100644 --- a/tests_basic/test_plan_generator.py +++ b/tests_basic/test_plan_generator.py @@ -304,7 +304,7 @@ def test_create_open_field(self): mu=123, beam_name="Open Field", defined_by_mlcs=True, - padding=0, + padding_mm=0, ) dcm = self.pg.as_dicom() self.assertEqual(len(dcm.BeamSequence), 1) @@ -338,7 +338,7 @@ def test_open_field_jaws(self): mu=123, beam_name="Open Field", defined_by_mlcs=False, - padding=0, + padding_mm=0, ) dcm = self.pg.as_dicom() self.assertEqual(len(dcm.BeamSequence), 1) @@ -363,7 +363,7 @@ def test_create_picket_fence(self): y2=10, mu=123, beam_name="Picket Fence", - strip_positions=(-50, -30, -10, 10, 30, 50), + strip_positions_mm=(-50, -30, -10, 10, 30, 50), ) dcm = self.pg.as_dicom() self.assertEqual(len(dcm.BeamSequence), 1) @@ -395,7 +395,7 @@ def test_picket_fence_too_wide(self): y2=10, mu=123, beam_name="Picket Fence", - strip_positions=(-100, 100), + strip_positions_mm=(-100, 100), ) def test_winston_lutz_beams(self): @@ -581,111 +581,119 @@ def setUpClass(cls) -> None: ).tolist() def test_init(self): - MLCShaper(leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5) + MLCShaper( + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 + ) def test_num_leaves(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) self.assertEqual(shaper.num_leaves, 160) def test_meterset_over_1(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) with self.assertRaises(ValueError): - shaper.add_strip(position=-5, strip_width=0, meterset_at_target=2) + shaper.add_strip(position_mm=-5, strip_width_mm=0, meterset_at_target=2) def test_sacrifice_without_transition_dose(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) with self.assertRaises(ValueError): shaper.add_strip( - position=-5, - strip_width=0, + position_mm=-5, + strip_width_mm=0, meterset_at_target=1, meterset_transition=0, - sacrificial_distance=50, + sacrificial_distance_mm=50, ) def test_initial_sacrificial_gap(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) shaper.add_strip( - position=-5, strip_width=0, meterset_at_target=1, initial_sacrificial_gap=10 + position_mm=-5, + strip_width_mm=0, + meterset_at_target=1, + initial_sacrificial_gap_mm=10, ) self.assertEqual(shaper.control_points[0][0], -10) def test_cant_add_sacrificial_gap_after_first_point(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) shaper.add_strip( - position=-5, - strip_width=0, + position_mm=-5, + strip_width_mm=0, meterset_at_target=0.2, - initial_sacrificial_gap=5, + initial_sacrificial_gap_mm=5, ) with self.assertRaises(ValueError) as context: shaper.add_strip( - position=-5, - strip_width=0, + position_mm=-5, + strip_width_mm=0, meterset_at_target=0.2, - initial_sacrificial_gap=10, + initial_sacrificial_gap_mm=10, ) self.assertIn("already control points", str(context.exception)) def test_cant_have_initial_sacrifice_and_transition_dose(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) with self.assertRaises(ValueError): shaper.add_strip( - position=-5, - strip_width=0, + position_mm=-5, + strip_width_mm=0, meterset_at_target=0, meterset_transition=1, - initial_sacrificial_gap=5, + initial_sacrificial_gap_mm=5, ) def test_cant_have_meterset_transition_for_first_control_point(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) with self.assertRaises(ValueError) as context: shaper.add_strip( - position=-5, strip_width=0, meterset_at_target=0, meterset_transition=1 + position_mm=-5, + strip_width_mm=0, + meterset_at_target=0, + meterset_transition=1, ) self.assertIn("Cannot have a transition", str(context.exception)) def test_cant_have_initial_sacrificial_gap_and_sacrificial_distance(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) with self.assertRaises(ValueError) as context: shaper.add_strip( - position=-5, - strip_width=0, + position_mm=-5, + strip_width_mm=0, meterset_at_target=0.5, meterset_transition=0.1, - sacrificial_distance=5, - initial_sacrificial_gap=5, + sacrificial_distance_mm=5, + initial_sacrificial_gap_mm=5, ) self.assertIn("Cannot specify both", str(context.exception)) def test_cannot_have_sacrifical_gap_on_secondary_control_point(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) - shaper.add_strip(position=-5, strip_width=0, meterset_at_target=0.5) + shaper.add_strip(position_mm=-5, strip_width_mm=0, meterset_at_target=0.5) with self.assertRaises(ValueError) as context: shaper.add_strip( - position=-5, - strip_width=0, + position_mm=-5, + strip_width_mm=0, meterset_at_target=0.5, - initial_sacrificial_gap=10, + initial_sacrificial_gap_mm=10, ) self.assertIn("already control points", str(context.exception)) @@ -699,9 +707,9 @@ def test_split_sacrifices(self): def test_as_control_points(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) - shaper.add_strip(position=-5, strip_width=0, meterset_at_target=1) + shaper.add_strip(position_mm=-5, strip_width_mm=0, meterset_at_target=1) cp = shaper.as_control_points() self.assertEqual( len(cp), 2 @@ -710,9 +718,9 @@ def test_as_control_points(self): def test_as_meter_sets(self): shaper = MLCShaper( - leaf_y_positions=self.leaf_boundaries, max_x=400, sacrifice_gap=5 + leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) - shaper.add_strip(position=-5, strip_width=0, meterset_at_target=1) + shaper.add_strip(position_mm=-5, strip_width_mm=0, meterset_at_target=1) metersets = shaper.as_meter_sets() self.assertEqual(metersets, [0, 1]) @@ -720,7 +728,7 @@ def test_as_meter_sets(self): class TestNextSacrificeShift(TestCase): def test_easy(self): target = next_sacrifice_shift( - current_position=0, + current_position_mm=0, travel_mm=5, x_width_mm=400, other_mlc_position=0, @@ -730,7 +738,7 @@ def test_easy(self): def test_toward_target_right(self): target = next_sacrifice_shift( - current_position=-5, + current_position_mm=-5, travel_mm=50, x_width_mm=400, other_mlc_position=0, @@ -740,7 +748,7 @@ def test_toward_target_right(self): def test_toward_target_left(self): target = next_sacrifice_shift( - current_position=45, + current_position_mm=45, travel_mm=50, x_width_mm=400, other_mlc_position=0, @@ -751,7 +759,7 @@ def test_toward_target_left(self): def test_travel_too_large(self): with self.assertRaises(ValueError): next_sacrifice_shift( - current_position=0, + current_position_mm=0, travel_mm=200, x_width_mm=400, other_mlc_position=0, @@ -760,7 +768,7 @@ def test_travel_too_large(self): def test_travel_can_be_over_max_overtravel_if_on_other_side(self): target = next_sacrifice_shift( - current_position=0, + current_position_mm=0, travel_mm=200, x_width_mm=400, other_mlc_position=100, @@ -770,7 +778,7 @@ def test_travel_can_be_over_max_overtravel_if_on_other_side(self): def test_at_edge_of_width(self): target = next_sacrifice_shift( - current_position=-180, + current_position_mm=-180, travel_mm=30, x_width_mm=400, other_mlc_position=-190, @@ -779,7 +787,7 @@ def test_at_edge_of_width(self): self.assertEqual(target, 30) target = next_sacrifice_shift( - current_position=180, + current_position_mm=180, travel_mm=30, x_width_mm=400, other_mlc_position=190, @@ -790,7 +798,7 @@ def test_at_edge_of_width(self): def test_width_vs_overtravel(self): with self.assertRaises(ValueError): next_sacrifice_shift( - current_position=0, + current_position_mm=0, travel_mm=30, x_width_mm=100, other_mlc_position=-190, From f932eff3ad5c6a4294ac592d560591dc8949e5c9 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 15:57:35 -0500 Subject: [PATCH 17/21] add test pipe --- bitbucket-pipelines.yml | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/bitbucket-pipelines.yml b/bitbucket-pipelines.yml index 3d53f9cb..de9f8aa0 100644 --- a/bitbucket-pipelines.yml +++ b/bitbucket-pipelines.yml @@ -227,6 +227,17 @@ definitions: - "pylinac/core/**" - "tests_basic/test_winstonlutz.py" - "pylinac/winston_lutz.py" + - step: &plan-generator-tests + name: Plan generator tests + script: + - source venv/bin/activate + - pytest tests_basic/test_plan_generator.py --cov-report term --junitxml=./test-reports/pytest_results.xml + condition: + changesets: + includePaths: + - "pylinac/core/**" + - "pylinac/plan_generator/**" + - "tests_basic/test_plan_generator.py" - step: &core-module-tests name: Run core module tests script: @@ -301,6 +312,7 @@ pipelines: - step: *vmat-tests - step: *winston-lutz-tests - step: *winston-lutz-mtmf-tests + - step: *plan-generator-tests - step: *core-module-tests branches: From 5b5eb588a8b5ed7c74a6eff5cb1dfd5efe37c8a7 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 16:44:43 -0500 Subject: [PATCH 18/21] typo --- docs/source/changelog.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 9b0efc01..3e7f9c75 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -13,7 +13,7 @@ Picket Fence or negative. The mean change was approximately 0.05mm. While changing a definition is not desirable, matching the actual configuration is more important. If for some reason you need the old configuration, you can create a custom MLC arrangement. See the :ref:`customizing_pf_mlcs` section. -* The leaf error barplot to the right/bottom of a picket fence plot was somewhat confusing. It would should the +* The leaf error barplot to the right/bottom of a picket fence plot was somewhat confusing. It would show the mean and standard deviation of the error, but not the entire distribution. This plot has been converted to a normal boxplot, showing the median, Q1, Q3 and flier data. More about the boxplot can be read here: `boxplots `__. From d09e79ea8292b5cb4622fb2cac2e2cdf27fe8117 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 16:58:47 -0500 Subject: [PATCH 19/21] standardize meterset --- pylinac/plan_generator/dicom.py | 44 +++++++++++++++--------------- pylinac/plan_generator/mlc.py | 18 ++++++------ tests_basic/test_plan_generator.py | 16 +++++------ 3 files changed, 39 insertions(+), 39 deletions(-) diff --git a/pylinac/plan_generator/dicom.py b/pylinac/plan_generator/dicom.py index eded6a1d..02270694 100644 --- a/pylinac/plan_generator/dicom.py +++ b/pylinac/plan_generator/dicom.py @@ -70,7 +70,7 @@ def __init__( couch_rot: float, mlc_boundaries: list[float], mlc_positions: list[list[float]], - meter_sets: list[float], + metersets: list[float], fluence_mode: FluenceMode, ): """ @@ -114,7 +114,7 @@ def __init__( The MLC boundaries. These are the same thing as the LeafPositionBoundaries in the DICOM file. mlc_positions : list[list[float]] The MLC positions for each control point. This is the x-position of each leaf for each control point. - meter_sets : list[float] + metersets : list[float] The meter sets for each control point. The length must match the number of control points in mlc_positions. fluence_mode : FluenceMode The fluence mode of the beam. @@ -127,9 +127,9 @@ def __init__( f"Static beam can only have one MLC position change ({len(mlc_positions)})" ) - if len(meter_sets) != len(mlc_positions): + if len(metersets) != len(mlc_positions): raise ValueError( - f"The number of meter sets ({len(meter_sets)}) " + f"The number of meter sets ({len(metersets)}) " f"must match the number of MLC position changes ({len(mlc_positions)})" ) @@ -155,7 +155,7 @@ def __init__( if not isinstance( gantry_angles, Iterable ): # if it's just a single number (like for a static beam) set it to an array of that value - gantry_angles = [gantry_angles] * len(meter_sets) + gantry_angles = [gantry_angles] * len(metersets) self._append_initial_control_point( energy, dose_rate, @@ -172,18 +172,18 @@ def __init__( couch_rot, mlc_positions=mlc_positions[0], ) - for mlc_pos, meter_set, gantry_angle in zip( - mlc_positions[1:], meter_sets[1:], gantry_angles[1:] + for mlc_pos, meterset, gantry_angle in zip( + mlc_positions[1:], metersets[1:], gantry_angles[1:] ): if beam_type == BeamType.DYNAMIC: self._append_secondary_dynamic_control_point( mlc_positions=mlc_pos, - meter_set=meter_set, + meterset=meterset, gantry_angle=gantry_angle, gantry_dir=gantry_direction, ) else: - self._append_secondary_static_control_point(meter_set=meter_set) + self._append_secondary_static_control_point(meterset=meterset) def _create_basic_beam_info( self, @@ -338,13 +338,13 @@ def _append_initial_control_point( self.ds.NumberOfControlPoints = 1 # increment this self.ds.ControlPointSequence.append(cp0) - def _append_secondary_static_control_point(self, meter_set: float) -> None: + def _append_secondary_static_control_point(self, meterset: float) -> None: # Control Point Sequence: Control Point 1 cp1 = Dataset() cp1.ControlPointIndex = len(self.ds.ControlPointSequence) cp1.CumulativeMetersetWeight = ( - f"{meter_set:.5f}" # convert to truncated string to fit VR limitations + f"{meterset:.5f}" # convert to truncated string to fit VR limitations ) self.ds.NumberOfControlPoints = int(self.ds.NumberOfControlPoints) + 1 @@ -353,7 +353,7 @@ def _append_secondary_static_control_point(self, meter_set: float) -> None: def _append_secondary_dynamic_control_point( self, mlc_positions: list[float], - meter_set: float, + meterset: float, gantry_angle: float, gantry_dir: GantryDirection, ) -> None: @@ -365,7 +365,7 @@ def _append_secondary_dynamic_control_point( cp1.GantryAngle = gantry_angle cp1.GantryRotationDirection = gantry_dir.value cp1.CumulativeMetersetWeight = ( - f"{meter_set:.5f}" # convert to truncated string to fit VR limitations + f"{meterset:.5f}" # convert to truncated string to fit VR limitations ) # Beam Limiting Device Position Sequence @@ -647,7 +647,7 @@ def add_picketfence_beam( couch_lng=couch_lng, couch_rot=couch_rot, mlc_positions=mlc.as_control_points(), - meter_sets=mlc.as_meter_sets(), + metersets=mlc.as_metersets(), fluence_mode=fluence_mode, mlc_boundaries=self.leaf_config, machine_name=self.machine_name, @@ -803,7 +803,7 @@ def add_dose_rate_beams( machine_name=self.machine_name, fluence_mode=fluence_mode, mlc_positions=ref_mlc.as_control_points(), - meter_sets=ref_mlc.as_meter_sets(), + metersets=ref_mlc.as_metersets(), mlc_boundaries=self.leaf_config, ) self.add_beam(ref_beam.as_dicom(), mu=mu) @@ -827,7 +827,7 @@ def add_dose_rate_beams( machine_name=self.machine_name, fluence_mode=fluence_mode, mlc_positions=mlc.as_control_points(), - meter_sets=mlc.as_meter_sets(), + metersets=mlc.as_metersets(), mlc_boundaries=self.leaf_config, ) self.add_beam(beam.as_dicom(), mu=mu) @@ -996,7 +996,7 @@ def add_mlc_speed_beams( machine_name=self.machine_name, fluence_mode=fluence_mode, mlc_positions=ref_mlc.as_control_points(), - meter_sets=ref_mlc.as_meter_sets(), + metersets=ref_mlc.as_metersets(), mlc_boundaries=self.leaf_config, ) self.add_beam(ref_beam.as_dicom(), mu=mu) @@ -1020,7 +1020,7 @@ def add_mlc_speed_beams( machine_name=self.machine_name, fluence_mode=fluence_mode, mlc_positions=mlc.as_control_points(), - meter_sets=mlc.as_meter_sets(), + metersets=mlc.as_metersets(), mlc_boundaries=self.leaf_config, ) self.add_beam(beam.as_dicom(), mu=mu) @@ -1112,7 +1112,7 @@ def add_winston_lutz_beams( couch_lng=couch_lng, couch_rot=0, mlc_positions=mlc.as_control_points(), - meter_sets=mlc.as_meter_sets(), + metersets=mlc.as_metersets(), fluence_mode=fluence_mode, mlc_boundaries=self.leaf_config, machine_name=self.machine_name, @@ -1268,7 +1268,7 @@ def add_gantry_speed_beams( machine_name=self.machine_name, fluence_mode=fluence_mode, mlc_positions=mlc.as_control_points(), - meter_sets=mlc.as_meter_sets(), + metersets=mlc.as_metersets(), mlc_boundaries=self.leaf_config, ) self.add_beam(beam.as_dicom(), mu=mu) @@ -1292,7 +1292,7 @@ def add_gantry_speed_beams( machine_name=self.machine_name, fluence_mode=fluence_mode, mlc_positions=ref_mlc.as_control_points(), - meter_sets=ref_mlc.as_meter_sets(), + metersets=ref_mlc.as_metersets(), mlc_boundaries=self.leaf_config, ) self.add_beam(ref_beam.as_dicom(), mu=mu) @@ -1394,7 +1394,7 @@ def add_open_field_beam( couch_lng=couch_lng, couch_rot=couch_rot, mlc_positions=mlc.as_control_points(), - meter_sets=mlc.as_meter_sets(), + metersets=mlc.as_metersets(), fluence_mode=fluence_mode, mlc_boundaries=self.leaf_config, machine_name=self.machine_name, diff --git a/pylinac/plan_generator/mlc.py b/pylinac/plan_generator/mlc.py index 7190d093..bc21f6b0 100644 --- a/pylinac/plan_generator/mlc.py +++ b/pylinac/plan_generator/mlc.py @@ -12,7 +12,7 @@ class MLCShaper: """ control_points: list[list[float]] - meter_sets: list[float] + metersets: list[float] def __init__( self, @@ -42,7 +42,7 @@ def __init__( self.sacrifice_max_move_mm = sacrifice_max_move_mm # mm self.max_overtravel_mm = max_overtravel_mm # mm self.control_points = [] - self.meter_sets = [] + self.metersets = [] @property def centers(self) -> list[float]: @@ -68,9 +68,9 @@ def as_control_points(self) -> list[list[float]]: """Return the MLC positions in DICOM format as a list of positions for each control point""" return self.control_points - def as_meter_sets(self) -> list[float]: + def as_metersets(self) -> list[float]: """Return the MLC metersets in DICOM format as a list for each control point""" - return self.meter_sets + return self.metersets def add_rectangle( self, @@ -139,7 +139,7 @@ def add_rectangle( positions[int(self.num_leaves / 2) - 1] -= initial_sacrificial_gap / 2 positions[int(self.num_leaves / 2)] += initial_sacrificial_gap / 2 positions[-1] += initial_sacrificial_gap / 2 - start_meterset = self.meter_sets[-1] if self.meter_sets else 0 + start_meterset = self.metersets[-1] if self.metersets else 0 end_meterset = start_meterset + meterset_at_target + meterset_transition if end_meterset > 1.0: raise ValueError("Meterset exceeds 1.0") @@ -184,7 +184,7 @@ def add_rectangle( max_overtravel=self.max_overtravel_mm, ) self.control_points.extend(interpolated_control_points) - self.meter_sets.extend( + self.metersets.extend( [ start_meterset + meterset_transition * ratio for ratio in interpolation_ratios @@ -194,16 +194,16 @@ def add_rectangle( # we have transition doses but no sacrifices # this just adds a control point self.control_points.append(positions) - self.meter_sets.append(start_meterset + meterset_transition) + self.metersets.append(start_meterset + meterset_transition) else: # add starting control point; no transition dose self.control_points.append(positions) - self.meter_sets.append(start_meterset) + self.metersets.append(start_meterset) # if there is no dose delivered at the target, we can skip # adding another control point if end_meterset != start_meterset: self.control_points.append(positions) - self.meter_sets.append(end_meterset) + self.metersets.append(end_meterset) def add_strip( self, diff --git a/tests_basic/test_plan_generator.py b/tests_basic/test_plan_generator.py index d1fa4817..17e98a01 100644 --- a/tests_basic/test_plan_generator.py +++ b/tests_basic/test_plan_generator.py @@ -136,7 +136,7 @@ def create_beam(**kwargs) -> Beam: couch_rot=kwargs.get("couch_rot", 0), mlc_boundaries=kwargs.get("mlc_boundaries", [-200, -100, 0, 100, 200]), mlc_positions=kwargs.get("mlc_positions", [[0], [0]]), - meter_sets=kwargs.get("meter_sets", [0, 1]), + metersets=kwargs.get("metersets", [0, 1]), fluence_mode=kwargs.get("fluence_mode", FluenceMode.STANDARD), ) @@ -161,18 +161,18 @@ def test_1_mlc_position_for_static(self): create_beam( mlc_positions=[[0], [0], [0], [0], [0]], beam_type=BeamType.STATIC, - meter_sets=[0, 0, 0, 0, 0], + metersets=[0, 0, 0, 0, 0], ) # valid beam = create_beam( - mlc_positions=[[0]], meter_sets=[0], beam_type=BeamType.STATIC + mlc_positions=[[0]], metersets=[0], beam_type=BeamType.STATIC ) self.assertEqual(beam.as_dicom().BeamType, "STATIC") - def test_mlc_positions_match_meter_sets(self): + def test_mlc_positions_match_metersets(self): with self.assertRaises(ValueError): - create_beam(mlc_positions=[[0] * 5], meter_sets=[1, 2, 3]) + create_beam(mlc_positions=[[0] * 5], metersets=[1, 2, 3]) def test_gantry_must_be_dynamic_for_multiple_angles(self): with self.assertRaises(ValueError) as context: @@ -181,7 +181,7 @@ def test_gantry_must_be_dynamic_for_multiple_angles(self): mlc_positions=[ [0], ], - meter_sets=[0], + metersets=[0], beam_type=BeamType.STATIC, ) self.assertIn("Cannot specify multiple gantry angles", str(context.exception)) @@ -716,12 +716,12 @@ def test_as_control_points(self): ) # start and end positions given meterset increments self.assertEqual(cp[0][0], -5) - def test_as_meter_sets(self): + def test_as_metersets(self): shaper = MLCShaper( leaf_y_positions=self.leaf_boundaries, max_x_mm=400, sacrifice_gap_mm=5 ) shaper.add_strip(position_mm=-5, strip_width_mm=0, meterset_at_target=1) - metersets = shaper.as_meter_sets() + metersets = shaper.as_metersets() self.assertEqual(metersets, [0, 1]) From 6836ece3d0f8fa10e89f3c98ce4a519dd4b55773 Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 17:26:39 -0500 Subject: [PATCH 20/21] add changelog note about generator --- docs/source/changelog.rst | 11 +++++++++++ docs/source/plan_generator.rst | 2 ++ 2 files changed, 13 insertions(+) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 9ae87b6d..63f3dc73 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -5,6 +5,17 @@ Changelog v 3.23.0 -------- +Plan Generator +^^^^^^^^^^^^^^ + +* A new module has been introduced: the plan generator! This module can assist in generating DICOM RT plan QA files + customized for your clinic. It can produce basic shapes and typical QA fields such as picket fence, open fields, + and more. See the :ref:`plan-generator` section for more. +* RT plan fluence can be plotted using a new function: ``plot_fluences()``. This will plot the fluence of the plan + fields as figures. This is useful for visualizing the plan fluence and comparing it to the expected fluence. This + can be used in conjuction with the plan generator to visualize the fluence of the generated plan. See :ref:`plan_fluence` + for more. + Picket Fence ^^^^^^^^^^^^ diff --git a/docs/source/plan_generator.rst b/docs/source/plan_generator.rst index f84f2ce6..020c8d95 100644 --- a/docs/source/plan_generator.rst +++ b/docs/source/plan_generator.rst @@ -1,3 +1,5 @@ +.. _plan-generator: + ============== Plan Generator ============== From de4cb24dc2a813ada9626ce3b861141ba409e1ce Mon Sep 17 00:00:00 2001 From: James Kerns Date: Tue, 23 Apr 2024 17:27:50 -0500 Subject: [PATCH 21/21] typo --- docs/source/changelog.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 63f3dc73..d934fba6 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -13,7 +13,7 @@ Plan Generator and more. See the :ref:`plan-generator` section for more. * RT plan fluence can be plotted using a new function: ``plot_fluences()``. This will plot the fluence of the plan fields as figures. This is useful for visualizing the plan fluence and comparing it to the expected fluence. This - can be used in conjuction with the plan generator to visualize the fluence of the generated plan. See :ref:`plan_fluence` + can be used in conjunction with the plan generator to visualize the fluence of the generated plan. See :ref:`plan_fluence` for more. Picket Fence