tasks.workflows
Luigi tasks for validation workflows.
Module Contents
-
class CreateCircuitConfig(*args, **kwargs)
Bases: luigi_tools.task.WorkflowTask
Create a CircuitConfig file to be read with other BBP tools (bluepy, etc.).
-
circuitconfig_path
-
collageconfig_path
-
class ValidateSynthesis(*args, **kwargs)
Bases: luigi_tools.task.WorkflowWrapperTask
Workflow to validate synthesis.
The complete workflow has the following dependency graph:
-
with_collage
Trigger collage.
- Type:
bool
- Default value:
True
-
with_morphometrics
Trigger morphometrics.
- Type:
bool
- Default value:
True
-
with_density_profiles
Trigger density profiles.
- Type:
bool
- Default value:
True
-
with_path_distance_fits
Trigger path distance fits.
- Type:
bool
- Default value:
True
-
with_scale_statistics
Trigger scale statistics.
- Type:
bool
- Default value:
True
-
with_morphology_validation_reports
Trigger morphology validation reports.
- Type:
bool
- Default value:
True
-
with_score_matrix_reports
Trigger score matrix reports.
- Type:
bool
- Default value:
True
-
with_trunk_validation
Trigger trunk validation.
- Type:
bool
- Default value:
False
-
class ValidateVacuumSynthesis(*args, **kwargs)
Bases: luigi_tools.task.WorkflowWrapperTask
Workflow to validate vacuum synthesis.
The complete workflow has the following dependency graph:
-
with_vacuum_morphologies
Trigger morphologies.
- Type:
bool
- Default value:
True
-
with_morphometrics
Trigger morphometrics.
- Type:
bool
- Default value:
True
-
with_density_profiles
Trigger density profiles.
- Type:
bool
- Default value:
True
-
with_score_matrix_reports
Trigger score matrix reports.
- Type:
bool
- Default value:
True
-
with_trunk_validation
Trigger trunk validation.
- Type:
bool
- Default value:
False
-
class ValidateRescaling(*args, **kwargs)
Bases: luigi_tools.task.WorkflowTask
Workflow to validate rescaling.
The complete workflow has the following dependency graph:
-
morphometrics_path
Output path.
- Type:
str
- Default value:
morphometrics
-
base_key
Column name in the DF.
- Type:
str
- Default value:
morphology_path
-
comp_key
Column name in the DF.
- Type:
str
- Default value:
morphology_path
-
base_label
Label for the base morphologies.
- Type:
str
- Default value:
bio
-
comp_label
Label for the compared morphologies.
- Type:
str
- Default value:
substituted
-
config_features
Mapping of features to plot.
- Type:
dict
-
normalize
Normalize data if set to True.
- Type:
bool
- Default value:
False
![strict digraph {
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node [fillcolor=white,
fontname="\"Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans\"",
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edge [arrowsize=0.5,
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ValidateSynthesis [color=red,
penwidth=1.5,
pos="252,603",
width=1.3194];
GetSynthesisInputs [URL="../../tasks/config/index.html#tasks.config.GetSynthesisInputs",
pos="496,9",
width=1.4583];
ValidateSynthesis -> GetSynthesisInputs [pos="e,443.39,10.219 204.35,597.87 146.62,592 53.767,579.5 27,558 3.5658,539.18 0,526.06 0,496 0,496 0,496 0,116 0,27.303 307.16,12.561 \
438.05,10.306"];
PlotCollage [URL="../../tasks/validation/index.html#tasks.validation.PlotCollage",
pos="457,549",
width=0.90278];
ValidateSynthesis -> PlotCollage [pos="e,425.38,558.02 283.58,593.99 320.45,584.64 381.33,569.19 420.27,559.32"];
PlotPathDistanceFits [URL="../../tasks/validation/index.html#tasks.validation.PlotPathDistanceFits",
pos="158,441",
width=1.4861];
ValidateSynthesis -> PlotPathDistanceFits [pos="e,156.34,450.17 221.69,593.93 203.31,587.38 181.14,576.17 169,558 147.78,526.23 151.88,478.2 155.49,455.2"];
PlotScales [URL="../../tasks/validation/index.html#tasks.validation.PlotScales",
pos="375,549",
width=0.86111];
ValidateSynthesis -> PlotScales [pos="e,355.83,558.11 270.95,593.99 292.47,584.89 327.61,570.03 351.02,560.14"];
MorphologyValidationReports [URL="../../tasks/validation/index.html#tasks.validation.MorphologyValidationReports",
pos="252,549",
width=2.0417];
ValidateSynthesis -> MorphologyValidationReports [pos="e,252,558.24 252,593.88 252,585.76 252,573.13 252,563.5"];
PlotScoreMatrix [URL="../../tasks/validation/index.html#tasks.validation.PlotScoreMatrix",
pos="79,549",
width=1.1944];
ValidateSynthesis -> PlotScoreMatrix [pos="e,105.68,558.02 225.35,593.99 194.49,584.71 143.7,569.45 110.8,559.56"];
CreateCircuitConfig [URL="../../tasks/workflows/index.html#tasks.workflows.CreateCircuitConfig",
pos="610,495",
width=1.4444];
ValidateSynthesis -> CreateCircuitConfig [pos="e,598.63,504.06 299.63,598.25 350.28,593.18 432.13,581.87 499,558 535.29,545.05 573.71,520.93 594.47,506.89"];
ConvertCircuit [URL="../../tasks/validation/index.html#tasks.validation.ConvertCircuit",
pos="375,495",
width=1.125];
PlotCollage -> ConvertCircuit [pos="e,387.72,504.07 444.19,539.88 430.23,531.02 407.81,516.81 392.3,506.97"];
Synthesize [URL="../../tasks/synthesis/index.html#tasks.synthesis.Synthesize",
pos="433,441",
width=0.90278];
ConvertCircuit -> Synthesize [pos="e,423.81,450.24 384.06,485.88 393.71,477.23 409.06,463.46 420,453.66"];
Synthesize -> GetSynthesisInputs [pos="e,548.76,17.738 465.58,437.42 554.2,429.52 793,401.92 793,334 793,334 793,334 793,116 793,65.743 640.25,33.053 553.84,18.581"];
ApplySubstitutionRules [URL="../../tasks/synthesis/index.html#tasks.synthesis.ApplySubstitutionRules",
pos="267,117",
width=1.6944];
Synthesize -> ApplySubstitutionRules [pos="e,268.22,126.28 430.9,431.89 425.37,411.79 408.83,358.77 380,324 362.29,302.64 345.86,310.04 329,288 290.73,237.96 274.37,162.01 \
269.08,131.44"];
BuildSynthesisParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.BuildSynthesisParameters",
pos="250,387",
width=1.8611];
Synthesize -> BuildSynthesisParameters [pos="e,278.22,396.02 404.81,431.99 372.03,422.68 317.99,407.32 283.21,397.44"];
BuildSynthesisDistributions [URL="../../tasks/synthesis/index.html#tasks.synthesis.BuildSynthesisDistributions",
pos="212,279",
width=1.9444];
Synthesize -> BuildSynthesisDistributions [pos="e,212.3,288.37 420.52,431.87 400.91,419.3 361.49,394.87 326,378 285.22,358.62 261.88,374.95 231,342 218.5,328.66 214.21,307.28 212.75,\
293.44"];
SliceCircuit [URL="../../tasks/circuit/index.html#tasks.circuit.SliceCircuit",
pos="554,387",
width=0.93056];
Synthesize -> SliceCircuit [pos="e,535.14,396.11 451.64,431.99 472.81,422.89 507.38,408.03 530.41,398.14"];
GetCellComposition [URL="../../tasks/config/index.html#tasks.config.GetCellComposition",
pos="554,279",
width=1.4444];
Synthesize -> GetCellComposition [pos="e,545.28,288.01 437.82,431.77 449.38,412.27 480.06,362.03 511,324 520.38,312.47 532.28,300.46 541.18,291.91"];
ApplySubstitutionRules -> GetSynthesisInputs [pos="e,478.66,18.024 284.59,107.86 325.82,88.774 428.62,41.188 473.95,20.209"];
BuildMorphsDF [URL="../../tasks/synthesis/index.html#tasks.synthesis.BuildMorphsDF",
pos="271,63",
width=1.1667];
ApplySubstitutionRules -> BuildMorphsDF [pos="e,270.37,72.24 267.62,107.88 268.26,99.681 269.24,86.895 269.98,77.235"];
BuildMorphsDF -> GetSynthesisInputs [pos="e,461.3,18.02 305.66,53.989 346.29,44.599 413.49,29.069 456.21,19.195"];
AddTrunkFitToParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.AddTrunkFitToParameters",
pos="306,333",
width=1.8194];
BuildSynthesisParameters -> AddTrunkFitToParameters [pos="e,297.13,342.24 258.75,377.88 268.07,369.23 282.89,355.46 293.45,345.66"];
OverwriteCustomParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.OverwriteCustomParameters",
pos="411,279",
width=2.0278];
AddTrunkFitToParameters -> OverwriteCustomParameters [pos="e,394.71,288.07 322.41,323.88 340.67,314.83 370.22,300.19 390.12,290.34"];
AddTrunkFitToParameters -> BuildSynthesisDistributions [pos="e,226.58,288.07 291.31,323.88 275.17,314.95 249.17,300.56 231.37,290.72"];
OverwriteCustomParameters -> GetSynthesisInputs [pos="e,498.48,18.157 431.75,269.93 448.24,262.64 470.95,250.52 486,234 506.49,211.51 515,202.42 515,172 515,172 515,172 515,116 515,82.018 \
505.42,42.857 499.87,23"];
AddScalingRulesToParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.AddScalingRulesToParameters",
pos="401,225",
width=2.1111];
OverwriteCustomParameters -> AddScalingRulesToParameters [pos="e,402.58,234.24 409.44,269.88 407.86,261.68 405.4,248.89 403.55,239.24"];
AddScalingRulesToParameters -> GetSynthesisInputs [pos="e,496.07,18.178 416.79,215.9 429.86,208.37 447.87,195.93 458,180 490.55,128.84 495.42,53.524 496.01,23.284"];
AddScalingRulesToParameters -> ApplySubstitutionRules [pos="e,273.32,126.39 383.53,215.96 367.26,208.04 342.78,194.98 324,180 305.31,165.09 287.24,143.93 276.62,130.59"];
GetDefaultParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.GetDefaultParameters",
pos="391,171",
width=1.6111];
AddScalingRulesToParameters -> GetDefaultParameters [pos="e,392.58,180.24 399.44,215.88 397.86,207.68 395.4,194.89 393.55,185.24"];
GetDefaultParameters -> GetSynthesisInputs [pos="e,489.45,18.275 395.65,161.97 406.77,142.9 435.98,93.53 463,54 470.5,43.025 479.6,30.974 486.35,22.263"];
GetDefaultParameters -> ApplySubstitutionRules [pos="e,286.33,126.11 371.9,161.99 350.21,152.89 314.77,138.03 291.18,128.14"];
BuildSynthesisDistributions -> GetSynthesisInputs [pos="e,443.25,9.5686 203.4,269.84 186.81,253.15 152,213.24 152,172 152,172 152,172 152,116 152,75.101 183.15,71.741 220,54 289.92,20.34 \
380.19,11.564 438.1,9.7173"];
BuildSynthesisDistributions -> ApplySubstitutionRules [pos="e,264.14,126.33 214.8,269.85 223.7,243.96 251.37,163.47 262.4,131.39"];
CreateAtlasPlanes [URL="../../tasks/circuit/index.html#tasks.circuit.CreateAtlasPlanes",
pos="654,333",
width=1.3333];
SliceCircuit -> CreateAtlasPlanes [pos="e,638.48,342.07 569.62,377.88 586.94,368.87 614.93,354.32 633.87,344.47"];
BuildCircuit [URL="../../tasks/circuit/index.html#tasks.circuit.BuildCircuit",
pos="554,333",
width=0.94444];
SliceCircuit -> BuildCircuit [pos="e,554,342.24 554,377.88 554,369.76 554,357.13 554,347.5"];
CreateAtlasLayerAnnotations [URL="../../tasks/circuit/index.html#tasks.circuit.CreateAtlasLayerAnnotations",
pos="692,225",
width=2.0278];
CreateAtlasPlanes -> CreateAtlasLayerAnnotations [pos="e,689.03,234.28 656.98,323.68 663.56,305.34 679.35,261.28 687.28,239.15"];
CreateAtlasLayerAnnotations -> GetSynthesisInputs [pos="e,533.44,18.027 689.97,215.64 682.98,188.5 657.36,101.88 605,54 586.38,36.972 560.32,26.128 538.35,19.467"];
BuildCircuit -> GetSynthesisInputs [pos="e,511.69,18.141 573.6,323.86 587.95,316.73 606.38,304.86 615,288 618.64,280.88 615.96,277.94 615,270 609.63,225.48 591,216.84 591,\
172 591,172 591,172 591,116 591,71.615 544.24,37.333 516.33,20.826"];
BuildCircuit -> GetCellComposition [pos="e,554,288.24 554,323.88 554,315.76 554,303.13 554,293.5"];
GetCellComposition -> GetSynthesisInputs [pos="e,504.17,18.247 553.87,269.75 553.6,251.92 553,208.44 553,172 553,172 553,172 553,116 553,78.12 524.42,40.732 507.73,22.136"];
PlotPathDistanceFits -> ApplySubstitutionRules [pos="e,249.15,126.14 152.07,431.96 140.06,414.86 114,373.25 114,334 114,334 114,334 114,278 114,203.43 201.89,149.99 244.44,128.48"];
PlotPathDistanceFits -> BuildSynthesisParameters [pos="e,235.73,396.07 172.38,431.88 188.17,422.95 213.62,408.56 231.04,398.72"];
PlotPathDistanceFits -> BuildSynthesisDistributions [pos="e,208.52,288.02 159.77,431.89 162.45,419.96 167.87,397.05 174,378 184.01,346.88 198.62,311.32 206.49,292.78"];
PlotScales -> ConvertCircuit [pos="e,375,504.24 375,539.88 375,531.76 375,519.13 375,509.5"];
MorphologyValidationReports -> ConvertCircuit [pos="e,355.83,504.11 270.95,539.99 292.47,530.89 327.61,516.03 351.02,506.14"];
MorphologyValidationReports -> ApplySubstitutionRules [pos="e,206.04,126.05 202.51,539.97 150.45,528.37 76,501.39 76,442 76,442 76,442 76,224 76,165.28 145.86,138.82 201.08,127.07"];
PlotScoreMatrix -> ConvertCircuit [pos="e,334.29,503.15 122.04,540.44 177.29,530.73 272.76,513.96 329.28,504.03"];
PlotScoreMatrix -> ApplySubstitutionRules [pos="e,205.93,120.72 73.471,539.9 62.279,522.69 38,480.87 38,442 38,442 38,442 38,224 38,151.73 133.08,128.59 200.71,121.26"];
CreateCircuitConfig -> GetSynthesisInputs [pos="e,548.95,12.501 662.09,491.27 727.43,484.72 831,462.57 831,388 831,388 831,388 831,116 831,68.881 788.4,72.339 745,54 683.03,27.818 \
606.03,17.215 554.2,12.921"];
CreateCircuitConfig -> Synthesize [pos="e,460.3,450.02 582.73,485.99 551.03,476.68 498.77,461.32 465.12,451.44"];
CreateCircuitConfig -> CreateAtlasPlanes [pos="e,651.71,342.33 612.24,485.85 619.36,459.96 641.5,379.47 650.32,347.39"];
}](../../../_images/graphviz-e93d2b3b8a63217a8080234575399031560bc6f2.png)
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ValidateVacuumSynthesis [color=red,
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GetSynthesisInputs [URL="../../tasks/config/index.html#tasks.config.GetSynthesisInputs",
pos="162.52,9",
width=1.4583];
ValidateVacuumSynthesis -> GetSynthesisInputs [pos="e,121.64,18.076 145.1,539.99 97.267,532.86 37.699,520.93 19.522,504 -1.5668,484.36 0.52227,470.82 0.52227,442 0.52227,442 0.52227,\
442 0.52227,116 0.52227,60.109 68.876,32.103 116.78,19.337"];
PlotMorphometrics [URL="../../tasks/validation/index.html#tasks.validation.PlotMorphometrics",
pos="343.52,495",
width=1.4028];
ValidateVacuumSynthesis -> PlotMorphometrics [pos="e,322.79,504.11 231.01,539.99 254.37,530.85 292.6,515.91 317.91,506.01"];
PlotVacuumMorphologies [URL="../../tasks/vacuum_synthesis/index.html#tasks.vacuum_synthesis.PlotVacuumMorphologies",
pos="210.52,495",
width=1.7917];
ValidateVacuumSynthesis -> PlotVacuumMorphologies [pos="e,210.52,504.24 210.52,539.88 210.52,531.76 210.52,519.13 210.52,509.5"];
PlotDensityProfiles [URL="../../tasks/validation/index.html#tasks.validation.PlotDensityProfiles",
pos="78.522,495",
width=1.375];
ValidateVacuumSynthesis -> PlotDensityProfiles [pos="e,99.099,504.11 190.19,539.99 167,530.85 129.06,515.91 103.94,506.01"];
PlotScoreMatrix [URL="../../tasks/validation/index.html#tasks.validation.PlotScoreMatrix",
pos="455.52,495",
width=1.1944];
ValidateVacuumSynthesis -> PlotScoreMatrix [pos="e,417.74,504.02 248.27,539.99 292.69,530.56 366.27,514.94 412.76,505.08"];
VacuumSynthesize [URL="../../tasks/vacuum_synthesis/index.html#tasks.vacuum_synthesis.VacuumSynthesize",
pos="258.52,441",
width=1.4167];
PlotMorphometrics -> VacuumSynthesize [pos="e,271.71,450.07 330.24,485.88 315.64,476.95 292.14,462.56 276.04,452.72"];
ApplySubstitutionRules [URL="../../tasks/synthesis/index.html#tasks.synthesis.ApplySubstitutionRules",
pos="360.52,117",
width=1.6944];
PlotMorphometrics -> ApplySubstitutionRules [pos="e,366.46,126.04 352.26,485.87 369.13,469.23 404.52,429.4 404.52,388 404.52,388 404.52,388 404.52,224 404.52,187.81 382.38,149.62 \
369.51,130.48"];
BuildSynthesisParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.BuildSynthesisParameters",
pos="211.52,387",
width=1.8611];
VacuumSynthesize -> BuildSynthesisParameters [pos="e,218.97,396.24 251.18,431.88 243.5,423.38 231.35,409.94 222.53,400.18"];
BuildSynthesisDistributions [URL="../../tasks/synthesis/index.html#tasks.synthesis.BuildSynthesisDistributions",
pos="306.52,225",
width=1.9444];
VacuumSynthesize -> BuildSynthesisDistributions [pos="e,306.93,234.09 265.6,431.89 272.46,423.51 282.54,409.77 287.52,396 307.6,340.49 307.95,268.71 307.11,239.38"];
AddTrunkFitToParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.AddTrunkFitToParameters",
pos="211.52,333",
width=1.8194];
BuildSynthesisParameters -> AddTrunkFitToParameters [pos="e,211.52,342.24 211.52,377.88 211.52,369.76 211.52,357.13 211.52,347.5"];
OverwriteCustomParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.OverwriteCustomParameters",
pos="142.52,279",
width=2.0278];
AddTrunkFitToParameters -> OverwriteCustomParameters [pos="e,153.46,288.24 200.74,323.88 189.16,315.15 170.68,301.22 157.65,291.4"];
AddTrunkFitToParameters -> BuildSynthesisDistributions [pos="e,299.1,234.28 218.98,323.68 235.7,305.03 276.24,259.79 295.72,238.05"];
OverwriteCustomParameters -> GetSynthesisInputs [pos="e,138.61,18.072 114.76,269.94 96.106,263.18 72.318,251.74 57.522,234 39.061,211.87 38.522,200.82 38.522,172 38.522,172 38.522,172 \
38.522,116 38.522,66.128 97.194,34.711 133.82,19.958"];
AddScalingRulesToParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.AddScalingRulesToParameters",
pos="142.52,225",
width=2.1111];
OverwriteCustomParameters -> AddScalingRulesToParameters [pos="e,142.52,234.24 142.52,269.88 142.52,261.76 142.52,249.13 142.52,239.5"];
AddScalingRulesToParameters -> GetSynthesisInputs [pos="e,157.45,18.154 128.9,215.83 117.58,208.18 102.28,195.59 95.522,180 92.339,172.66 93.874,169.83 95.522,162 107.1,107.01 139.88,47.661 \
154.87,22.455"];
AddScalingRulesToParameters -> ApplySubstitutionRules [pos="e,344.02,126.02 159.27,215.86 198.44,196.81 295.99,149.38 339.26,128.34"];
GetDefaultParameters [URL="../../tasks/synthesis/index.html#tasks.synthesis.GetDefaultParameters",
pos="162.52,171",
width=1.6111];
AddScalingRulesToParameters -> GetDefaultParameters [pos="e,159.35,180.24 145.65,215.88 148.83,207.6 153.81,194.66 157.53,184.97"];
ApplySubstitutionRules -> GetSynthesisInputs [pos="e,194.15,18.025 352.47,107.69 339.47,94.674 312.54,69.369 285.52,54 258.17,38.442 224.34,26.823 199.08,19.444"];
BuildMorphsDF [URL="../../tasks/synthesis/index.html#tasks.synthesis.BuildMorphsDF",
pos="379.52,63",
width=1.1667];
ApplySubstitutionRules -> BuildMorphsDF [pos="e,376.51,72.24 363.49,107.88 366.51,99.605 371.24,86.658 374.78,76.968"];
BuildMorphsDF -> GetSynthesisInputs [pos="e,195.99,18.02 346.09,53.989 306.91,44.599 242.1,29.069 200.9,19.195"];
GetDefaultParameters -> GetSynthesisInputs [pos="e,162.52,18.33 162.52,161.85 162.52,135.96 162.52,55.468 162.52,23.391"];
GetDefaultParameters -> ApplySubstitutionRules [pos="e,329.98,126.02 193.03,161.99 228.63,152.64 287.43,137.19 325.05,127.32"];
BuildSynthesisDistributions -> GetSynthesisInputs [pos="e,168,18.136 301.05,215.87 279.13,183.3 197.55,62.053 170.96,22.538"];
BuildSynthesisDistributions -> ApplySubstitutionRules [pos="e,356.3,126.28 310.76,215.68 320.14,197.26 342.74,152.91 353.96,130.88"];
PlotVacuumMorphologies -> VacuumSynthesize [pos="e,250.92,450.24 218.02,485.88 225.94,477.3 238.49,463.7 247.52,453.91"];
PlotDensityProfiles -> VacuumSynthesize [pos="e,230.76,450.02 106.25,485.99 138.49,476.68 191.64,461.32 225.85,451.44"];
PlotScoreMatrix -> VacuumSynthesize [pos="e,288.91,450.02 425.17,485.99 389.74,476.64 331.24,461.19 293.82,451.32"];
PlotScoreMatrix -> ApplySubstitutionRules [pos="e,374.66,126.2 454.61,485.77 452.71,467.96 448.52,424.52 448.52,388 448.52,388 448.52,388 448.52,224 448.52,180.81 404.75,145.82 \
378.95,128.94"];
}](../../../_images/graphviz-4cd212d4fda98b289b79e878feb0c6966bf5e863.png)
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ValidateRescaling [color=red,
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pos="61,171",
width=1.3194];
ApplySubstitutionRules [URL="../../tasks/synthesis/index.html#tasks.synthesis.ApplySubstitutionRules",
pos="61,117",
width=1.6944];
ValidateRescaling -> ApplySubstitutionRules [pos="e,61,126.24 61,161.88 61,153.76 61,141.13 61,131.5"];
GetSynthesisInputs [URL="../../tasks/config/index.html#tasks.config.GetSynthesisInputs",
pos="61,9",
width=1.4583];
ApplySubstitutionRules -> GetSynthesisInputs [pos="e,56.493,18.333 57.037,107.8 53.085,99.143 47.285,84.968 45,72 41.969,54.796 48.688,35.352 54.329,22.9"];
BuildMorphsDF [URL="../../tasks/synthesis/index.html#tasks.synthesis.BuildMorphsDF",
pos="96,63",
width=1.1667];
ApplySubstitutionRules -> BuildMorphsDF [pos="e,90.454,72.24 66.469,107.88 72.137,99.453 81.071,86.181 87.628,76.438"];
BuildMorphsDF -> GetSynthesisInputs [pos="e,66.546,18.24 90.531,53.875 84.863,45.453 75.929,32.181 69.372,22.438"];
}](../../../_images/graphviz-c90972735ae7c1766fd857251da1b22ed8b045f3.png)