Mod: extra gui dependencies

Fix: parallel database usage
Fix: reduced memory usage
Fix: env paths in gui

anisotropy/core/cli.py

@@ -194,7 +194,7 @@ def compute(path, configFile, nprocs, stage, overwrite, params, verbose, executi
     for k, v in args.items():
         if v is not None:
             config.update(**{ k: v })
-    
+
     if pid:
         pidpath = os.path.abspath(pid)
 
@@ -206,6 +206,7 @@ def compute(path, configFile, nprocs, stage, overwrite, params, verbose, executi
     runner.start()
 
     os.remove(pidpath)
+    logger.info("Computation done. Exiting ...")
 
 @anisotropy.command()
 @click.option(

anisotropy/core/config.py

@@ -104,18 +104,18 @@ class DefaultConfig(Config):
     def __init__(self):
         Config.__init__(self)
 
+        self.options = {
+            "nprocs": 1,
+            "stage": "all",
+            "overwrite": False,
+            "database": "anisotropy.db",
+            "build": "build",
+            "logs": "logs"
+        }
+
         self.content = {
-            "options": {
-                "nprocs": 1,
-                "stage": "all",
-                "overwrite": False,
-                "database": "anisotropy.db",
-                "build": "build",
-                "logs": "logs"
-            },
             "structures": []
         }
-        self.options = deepcopy(self.content["options"])
 
         labels = ["simple", "bodyCentered", "faceCentered"]
         alphas = [[0.01, 0.28], [0.01, 0.17], [0.01, 0.13]]

anisotropy/core/runner.py

@@ -37,10 +37,13 @@ class UltimateRunner(object):
         if exec_id:
             if self.database.getExecution(exec_id):
                 self.exec_id = exec_id
+            
+            else:
+                logger.warning(f"Execution id '{ exec_id }' not found. Creating new.")
 
         if not self.exec_id:
             with self.database:
-                self.exec_id = T.Execution.create(date=datetime.now())
+                self.exec_id = T.Execution.create(date = datetime.now())
 
         # Parameters
         self.shape = None
@@ -50,23 +53,33 @@ class UltimateRunner(object):
         self.queue = []
 
 
+    def dispose(self):
+        self.shape = None
+        self.mesh = None
+        self.flow = None
+
     def createRow(self):
         # create a row in each table for the current case
         with self.database:
             shape = self.database.getShape(execution = self.exec_id, **self.config.params)
 
-            if not shape:
-                shape = T.Shape.create(exec_id = self.exec_id, **self.config.params)
+        if not shape:
+            shape = T.Shape(exec_id = self.exec_id, **self.config.params)
+            self.database.csave(shape)
 
+        with self.database:
             mesh = self.database.getMesh(execution = self.exec_id, **self.config.params)
 
-            if not mesh:
-                mesh = T.Mesh.create(shape_id = shape)
+        if not mesh:
+            mesh = T.Mesh(shape_id = shape.shape_id)
+            self.database.csave(mesh)
 
+        with self.database:
             flow = self.database.getFlowOnephase(execution = self.exec_id, **self.config.params)
 
-            if not flow:
-                flow = T.FlowOnephase.create(mesh_id = mesh, **self.config.params)
+        if not flow:
+            flow = T.FlowOnephase(mesh_id = mesh.mesh_id, **self.config.params)
+            self.database.csave(mesh)
 
     def fill(self):
         self.config.expand()
@@ -156,9 +169,11 @@ class UltimateRunner(object):
             logger.error(err)
             shapeParams.shapeStatus = "failed"
 
-        with self.database:
-            shapeParams.shapeExecutionTime = timer.elapsed()
-            shapeParams.save()
+        #with self.database:
+        shapeParams.shapeExecutionTime = timer.elapsed()
+        #shapeParams.save()
+        self.database.csave(shapeParams)
+        self.dispose()
 
     def computeMesh(self):
         out, err, returncode = "", "", 0
@@ -177,8 +192,8 @@ class UltimateRunner(object):
         timer = Timer()
 
         if not self.shape:
-            filename = "shape.step"
-            filepath = path.join(self.casepath(), filename)
+            shapefile = "shape.step"
+            filepath = path.join(self.casepath(), shapefile)
 
             if not path.exists(filepath) and not path.isfile(filepath):
                 err = f"File not found: { filepath }"
@@ -215,7 +230,8 @@ class UltimateRunner(object):
         with self.database:
             meshParams.meshExecutionTime = timer.elapsed()
             meshParams.save()
-        
+        self.dispose()
+
     def computeFlow(self):
         params = self.config.params
         query = (
@@ -301,6 +317,8 @@ class UltimateRunner(object):
 
         with self.database:
             flowParams.save()
+        
+        self.dispose()
 
     def pipeline(self, stage: str = None):
         stage = stage or self.config["stage"]

anisotropy/database/db.py

@@ -3,7 +3,7 @@
 # License: GNU GPL version 3, see the file "LICENSE" for details.
 
 import os
-from peewee import SqliteDatabase, JOIN
+from peewee import SqliteDatabase, JOIN, OperationalError
 from . import models
 
 class Database(SqliteDatabase):
@@ -42,6 +42,23 @@ class Database(SqliteDatabase):
         with self:
             self.create_tables(self.tables)
 
+    def csave(self, table, tries: int = 100):
+        while tries >= 0:
+            if self.is_closed():
+                self.connect()
+            
+            try:
+                table.save()
+            
+            except OperationalError as e:
+                logger.debug(e)
+                tries -= 1
+                time.sleep(1)
+            
+            else:
+                self.close()
+                break
+
     def getExecution(self, idn):
         query = models.Execution.select().where(models.Execution.exec_id == idn)
 

anisotropy/gui/runner.py

@@ -32,6 +32,9 @@ layout = html.Div([
     #   Runner
     html.H2("Runner"),
     html.Hr(),
+    html.P("Execution (leave zero for the latest)"),
+    dcc.Input(id = "execution", type = "number", value = 0, min = 0, style = minWidth),
+    html.Br(),
     dbc.Button("Start", id = "start", color = "success", style = minWidth),
     dbc.Button("Stop", id = "stop", color = "danger", disabled = True, style = minWidth),
 
@@ -56,21 +59,25 @@ layout = html.Div([
 @app.callback(
     Output("start", "active"),
     [ Input("start", "n_clicks") ],
+    [ State("execution", "value") ],
     prevent_initial_call = True
 )
-def runnerStart(clicks):
+def runnerStart(clicks, execution):
     import subprocess
 
     command = [
         "anisotropy",
         "compute",
         "-v",
-        "--path", "/tmp/anisotropy",
-        "--conf", "anisotropy.toml",
+        "--path", os.environ["ANISOTROPY_CWD"],
+        "--conf", os.environ["ANISOTROPY_CONF_FILE"],
         "--pid", "anisotropy.pid",
-        "--logfile", "anisotropy.log"
+        "--logfile", os.environ["ANISOTROPY_LOG_FILE"],
     ]
 
+    if execution > 0:
+        command.extend([ "--exec-id", str(execution) ])
+
     subprocess.run(
         command,
         start_new_session = True,
@@ -87,7 +94,7 @@ def runnerStop(clicks):
     import psutil
     import signal
 
-    pidpath = "/tmp/anisotropy/anisotropy.pid"
+    pidpath = os.path.join(os.environ["ANISOTROPY_CWD"], "anisotropy.pid")
 
     try:
         pid = int(open(pidpath, "r").read())
@@ -115,7 +122,7 @@ def runnerStop(clicks):
 def monitorUpdate(intervals):
     import psutil
 
-    pidpath = "/tmp/anisotropy/anisotropy.pid"
+    pidpath = os.path.join(os.environ["ANISOTROPY_CWD"], "anisotropy.pid")
     processes = []
 
     try:
@@ -146,7 +153,7 @@ def monitorUpdate(intervals):
     [ Input("interval", "n_intervals") ]
 )
 def logUpdate(intervals):
-    logpath = "/tmp/anisotropy/anisotropy.log"
+    logpath = os.path.join(os.environ["ANISOTROPY_CWD"], "anisotropy.log")
 
     if os.path.exists(logpath):
         with open(logpath, "r") as io:
@@ -160,10 +167,11 @@ def logUpdate(intervals):
 
 @app.callback(
     Output("delete", "active"),
-    [ Input("delete", "n_clicks") ]
+    [ Input("delete", "n_clicks") ],
+    prevent_initial_call = True
 )
 def logDelete(clicks):
-    logpath = "/tmp/anisotropy/anisotropy.log"
+    logpath = os.path.join(os.environ["ANISOTROPY_CWD"], "anisotropy.log")
 
     if os.path.exists(logpath):
         os.remove(logpath)

anisotropy/meshing/mesh.py

@@ -67,7 +67,7 @@ class Mesh(object):
                 self.mesh.Export(filename, "Neutral Format")
 
             else:
-                raise NotImplementedError(f"{ ext } is not supported")
+                raise NotImplementedError(f"Mesh format '{ ext }' is not supported")
             
         except NotImplementedError as e:
             err = e

anisotropy/shaping/shape.py

@@ -55,7 +55,7 @@ class Shape(object):
             self.shape = OCCGeometry(filename).shape
 
         else:
-            raise NotImplementedError(f"{ext} is not supported")
+            raise NotImplementedError(f"Shape format '{ext}' is not supported")
 
     def normal(self, face: FACE) -> numpy.array:
         """

poetry.lock

@@ -24,17 +24,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "21.2.0"
+version = "21.4.0"
 description = "Classes Without Boilerplate"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
 docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
 
 [[package]]
 name = "babel"
@@ -47,6 +47,14 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.dependencies]
 pytz = ">=2015.7"
 
+[[package]]
+name = "brotli"
+version = "1.0.9"
+description = "Python bindings for the Brotli compression library"
+category = "main"
+optional = true
+python-versions = "*"
+
 [[package]]
 name = "certifi"
 version = "2021.10.8"
@@ -57,7 +65,7 @@ python-versions = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "2.0.7"
+version = "2.0.10"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "dev"
 optional = true
@@ -107,6 +115,64 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "dash"
+version = "2.0.0"
+description = "A Python framework for building reactive web-apps. Developed by Plotly."
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
+dash-core-components = "2.0.0"
+dash-html-components = "2.0.0"
+dash-table = "5.0.0"
+Flask = ">=1.0.4"
+flask-compress = "*"
+plotly = ">=5.0.0"
+
+[package.extras]
+dev = ["dash-flow-example (==0.0.5)", "dash-dangerously-set-inner-html", "mock (==4.0.3)", "flake8 (==3.9.2)", "PyYAML (==5.4.1)", "pylint (==2.10.2)", "black (==21.6b0)", "fire (==0.4.0)", "coloredlogs (==15.0.1)", "flask-talisman (==0.8.1)", "isort (==4.3.21)", "orjson (==3.3.1)", "orjson (==3.6.1)"]
+testing = ["pytest (>=6.0.2)", "pytest-sugar (>=0.9.4)", "pytest-mock (>=3.2.0)", "lxml (>=4.6.2)", "selenium (>=3.141.0)", "percy (>=2.0.2)", "requests[security] (>=2.21.0)", "beautifulsoup4 (>=4.8.2)", "waitress (>=1.4.4)", "diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "redis (>=3.5.3)", "psutil (>=5.8.0)", "celery[redis] (>=5.1.2)", "flaky (>=3.7.0)", "cryptography (<3.4)"]
+
+[[package]]
+name = "dash-bootstrap-components"
+version = "1.0.2"
+description = "Bootstrap themed components for use in Plotly Dash"
+category = "main"
+optional = true
+python-versions = ">=3.6, <4"
+
+[package.dependencies]
+dash = ">=2.0.0"
+
+[package.extras]
+pandas = ["numpy", "pandas"]
+
+[[package]]
+name = "dash-core-components"
+version = "2.0.0"
+description = "Core component suite for Dash"
+category = "main"
+optional = true
+python-versions = "*"
+
+[[package]]
+name = "dash-html-components"
+version = "2.0.0"
+description = "Vanilla HTML components for Dash"
+category = "main"
+optional = true
+python-versions = "*"
+
+[[package]]
+name = "dash-table"
+version = "5.0.0"
+description = "Dash table"
+category = "main"
+optional = true
+python-versions = "*"
+
 [[package]]
 name = "dill"
 version = "0.3.4"
@@ -147,9 +213,40 @@ mccabe = ">=0.6.0,<0.7.0"
 pycodestyle = ">=2.8.0,<2.9.0"
 pyflakes = ">=2.4.0,<2.5.0"
 
+[[package]]
+name = "flask"
+version = "1.1.2"
+description = "A simple framework for building complex web applications."
+category = "main"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+click = ">=5.1"
+itsdangerous = ">=0.24"
+Jinja2 = ">=2.10.1"
+Werkzeug = ">=0.15"
+
+[package.extras]
+dev = ["pytest", "coverage", "tox", "sphinx", "pallets-sphinx-themes", "sphinxcontrib-log-cabinet", "sphinx-issues"]
+docs = ["sphinx", "pallets-sphinx-themes", "sphinxcontrib-log-cabinet", "sphinx-issues"]
+dotenv = ["python-dotenv"]
+
+[[package]]
+name = "flask-compress"
+version = "1.10.1"
+description = "Compress responses in your Flask app with gzip, deflate or brotli."
+category = "main"
+optional = true
+python-versions = "*"
+
+[package.dependencies]
+brotli = "*"
+flask = "*"
+
 [[package]]
 name = "fonttools"
-version = "4.28.1"
+version = "4.28.5"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
@@ -205,11 +302,19 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "itsdangerous"
+version = "2.0.1"
+description = "Safely pass data to untrusted environments and back."
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
 [[package]]
 name = "jinja2"
 version = "2.11.3"
 description = "A very fast and expressive template engine."
-category = "dev"
+category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -231,13 +336,13 @@ python-versions = ">=3.7"
 name = "markupsafe"
 version = "2.0.1"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
+category = "main"
 optional = true
 python-versions = ">=3.6"
 
 [[package]]
 name = "matplotlib"
-version = "3.5.0"
+version = "3.5.1"
 description = "Python plotting package"
 category = "main"
 optional = false
@@ -264,26 +369,26 @@ python-versions = "*"
 
 [[package]]
 name = "numpy"
-version = "1.21.4"
+version = "1.22.0"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
-python-versions = ">=3.7,<3.11"
+python-versions = ">=3.8"
 
 [[package]]
 name = "packaging"
-version = "21.2"
+version = "21.3"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-pyparsing = ">=2.0.2,<3"
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
 name = "pandas"
-version = "1.3.4"
+version = "1.3.5"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
@@ -338,22 +443,35 @@ live-view = ["PySide2 (>=5.13,<6.0)"]
 
 [[package]]
 name = "pillow"
-version = "8.4.0"
+version = "9.0.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "plotly"
+version = "5.5.0"
+description = "An open-source, interactive data visualization library for Python"
+category = "main"
+optional = true
 python-versions = ">=3.6"
 
+[package.dependencies]
+six = "*"
+tenacity = ">=6.2.0"
+
 [[package]]
 name = "pluggy"
-version = "0.13.1"
+version = "1.0.0"
 description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [package.extras]
 dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "psutil"
@@ -414,7 +532,7 @@ numpy = "*"
 
 [[package]]
 name = "pygments"
-version = "2.10.0"
+version = "2.11.2"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = true
@@ -422,11 +540,14 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "pyparsing"
-version = "2.4.7"
+version = "3.0.6"
 description = "Python parsing module"
 category = "main"
 optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = ">=3.6"
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
@@ -516,7 +637,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "requests"
-version = "2.26.0"
+version = "2.27.1"
 description = "Python HTTP for Humans."
 category = "dev"
 optional = true
@@ -565,7 +686,7 @@ python-versions = "*"
 
 [[package]]
 name = "sphinx"
-version = "4.3.0"
+version = "4.3.2"
 description = "Python documentation generator"
 category = "dev"
 optional = true
@@ -591,7 +712,7 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.900)", "docutils-stubs", "types-typed-ast", "types-pkg-resources", "types-requests"]
+lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.920)", "docutils-stubs", "types-typed-ast", "types-pkg-resources", "types-requests"]
 test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
 
 [[package]]
@@ -691,6 +812,17 @@ python-versions = "*"
 [package.extras]
 develop = ["sphinx"]
 
+[[package]]
+name = "tenacity"
+version = "8.0.1"
+description = "Retry code until it succeeds"
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.extras]
+doc = ["reno", "sphinx", "tornado (>=4.5)"]
+
 [[package]]
 name = "toml"
 version = "0.10.2"
@@ -701,15 +833,15 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "tomli"
-version = "1.2.2"
+version = "2.0.0"
 description = "A lil' TOML parser"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "urllib3"
-version = "1.26.7"
+version = "1.26.8"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "dev"
 optional = true
@@ -744,15 +876,26 @@ argh = ">=0.24.1"
 pathtools = ">=0.1.1"
 PyYAML = ">=3.10"
 
+[[package]]
+name = "werkzeug"
+version = "2.0.2"
+description = "The comprehensive WSGI web application library."
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.extras]
+watchdog = ["watchdog"]
+
 [extras]
 analyze = []
 doc = []
-gui = []
+gui = ["dash", "dash-bootstrap-components"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.9,<3.11"
-content-hash = "700a4aa9c7be83a1f2279035f74714daef385aa287d25a3d7bcd3c12d09cfa6a"
+content-hash = "256be009440b09b5c2da236de29cc85c97a48b352921d60dc766df68b359bd16"
 
 [metadata.files]
 alabaster = [
@@ -768,20 +911,69 @@ atomicwrites = [
     {file = "atomicwrites-1.4.0.tar.gz", hash = "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"},
 ]
 attrs = [
-    {file = "attrs-21.2.0-py2.py3-none-any.whl", hash = "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1"},
-    {file = "attrs-21.2.0.tar.gz", hash = "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb"},
+    {file = "attrs-21.4.0-py2.py3-none-any.whl", hash = "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4"},
+    {file = "attrs-21.4.0.tar.gz", hash = "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"},
 ]
 babel = [
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 ]
+tenacity = [
+    {file = "tenacity-8.0.1-py3-none-any.whl", hash = "sha256:f78f4ea81b0fabc06728c11dc2a8c01277bfc5181b321a4770471902e3eb844a"},
+    {file = "tenacity-8.0.1.tar.gz", hash = "sha256:43242a20e3e73291a28bcbcacfd6e000b02d3857a9a9fff56b297a27afdc932f"},
+]
 toml = [
     {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
 ]
 tomli = [
-    {file = "tomli-1.2.2-py3-none-any.whl", hash = "sha256:f04066f68f5554911363063a30b108d2b5a5b1a010aa8b6132af78489fe3aade"},
-    {file = "tomli-1.2.2.tar.gz", hash = "sha256:c6ce0015eb38820eaf32b5db832dbc26deb3dd427bd5f6556cf0acac2c214fee"},
+    {file = "tomli-2.0.0-py3-none-any.whl", hash = "sha256:b5bde28da1fed24b9bd1d4d2b8cba62300bfb4ec9a6187a957e8ddb9434c5224"},
+    {file = "tomli-2.0.0.tar.gz", hash = "sha256:c292c34f58502a1eb2bbb9f5bbc9a5ebc37bee10ffb8c2d6bbdfa8eb13cc14e1"},
 ]
 urllib3 = [
-    {file = "urllib3-1.26.7-py2.py3-none-any.whl", hash = "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844"},
-    {file = "urllib3-1.26.7.tar.gz", hash = "sha256:4987c65554f7a2dbf30c18fd48778ef124af6fab771a377103da0585e2336ece"},
+    {file = "urllib3-1.26.8-py2.py3-none-any.whl", hash = "sha256:000ca7f471a233c2251c6c7023ee85305721bfdf18621ebff4fd17a8653427ed"},
+    {file = "urllib3-1.26.8.tar.gz", hash = "sha256:0e7c33d9a63e7ddfcb86780aac87befc2fbddf46c58dbb487e0855f7ceec283c"},
 ]
 vulture = [
     {file = "vulture-2.3-py2.py3-none-any.whl", hash = "sha256:f39de5e6f1df1f70c3b50da54f1c8d494159e9ca3d01a9b89eac929600591703"},
@@ -1347,3 +1565,7 @@ vulture = [
 watchdog = [
     {file = "watchdog-0.9.0.tar.gz", hash = "sha256:965f658d0732de3188211932aeb0bb457587f04f63ab4c1e33eab878e9de961d"},
 ]
+werkzeug = [
+    {file = "Werkzeug-2.0.2-py3-none-any.whl", hash = "sha256:63d3dc1cf60e7b7e35e97fa9861f7397283b75d765afcaefd993d6046899de8f"},
+    {file = "Werkzeug-2.0.2.tar.gz", hash = "sha256:aa2bb6fc8dee8d6c504c0ac1e7f5f7dc5810a9903e793b6f715a9f015bdadb9a"},
+]

pyproject.toml

@@ -36,6 +36,8 @@ pyfoam = "^2021.6"
 click = "^8.0.3"
 dill = "^0.3.4"
 psutil = "^5.9.0"
+dash = {version = "^2.0.0", optional = true, extras = ["gui"]}
+dash-bootstrap-components = {version = "^1.0.2", optional = true, extras = ["gui"]}
 
 [tool.poetry.dev-dependencies]
 pytest = "^6.2.5"