From bb1f405f7c586d81c33eafd228ce5a0a07585c41 Mon Sep 17 00:00:00 2001 From: Konstantin Neureither Date: Thu, 4 Jul 2024 12:05:54 +0200 Subject: [PATCH 1/3] split dependencies in toml --- pyproject.toml | 29 +++++++++++++++-------------- 1 file changed, 15 insertions(+), 14 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 658550889..cd5c16b81 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,11 +6,11 @@ authors = ["Oskar Triebe "] license = "MIT" readme = "README.md" classifiers = [ - "Development Status :: 4 - Beta", - "Natural Language :: English", - "Operating System :: OS Independent", - "Operating System :: POSIX :: Linux", - "Operating System :: MacOS :: MacOS X", + "Development Status :: 4 - Beta", + "Natural Language :: English", + "Operating System :: OS Independent", + "Operating System :: POSIX :: Linux", + "Operating System :: MacOS :: MacOS X", ] [tool.poetry.urls] @@ -29,12 +29,17 @@ torchmetrics = ">=1.0.0" typing-extensions = ">=4.5.0" holidays = ">=0.41,<1.0" captum = ">=0.6.0" +lightning-fabric = ">=2.0.0" + +[tool.poetry.group.plotting] +optional = false + +[tool.poetry.group.plotting.dependencies] matplotlib = ">=3.5.3" plotly = ">=5.13.1" -kaleido = "0.2.1" # required for plotly static image export +kaleido = "0.2.1" # required for plotly static image export plotly-resampler = { version = ">=0.9.2", optional = true } livelossplot = { version = ">=0.5.5", optional = true } -lightning-fabric = ">=2.0.0" [tool.poetry.extras] plotly-resampler = ["plotly-resampler"] @@ -47,7 +52,7 @@ nbformat = ">=5.8.0" [tool.poetry.group.pytest] # pytest dev setup and CI optional = true -[tool.poetry.group.pytest.dependencies] +[tool.poetry.group.pytest.dependencies] pytest = "^8.0.0" pytest-xdist = "^3.1.0" pytest-cov = "^4.1.0" @@ -114,12 +119,8 @@ profile = "black" line_length = 120 [tool.pyright] -include = [ - "neuralprophet/**/*.py" -] -exclude = [ - "neuralprophet/**/*plot*.py" -] +include = ["neuralprophet/**/*.py"] +exclude = ["neuralprophet/**/*plot*.py"] [tool.ruff] line-length = 120 From 1b7fa71ef2e5a252cf63f8aa4383c301e2d8f326 Mon Sep 17 00:00:00 2001 From: Konstantin Neureither Date: Fri, 5 Jul 2024 16:04:16 +0200 Subject: [PATCH 2/3] Added plotting poetry group and added package detection in `select_plotting_backend()`, catch with a warning and prevent plotting. --- neuralprophet/plot_forecast_plotly.py | 68 ++- neuralprophet/plot_model_parameters_plotly.py | 57 ++- neuralprophet/plot_utils.py | 52 +- neuralprophet/uncertainty.py | 2 + poetry.lock | 469 +++++++++--------- pyproject.toml | 8 +- tests/test_model_performance.py | 12 +- 7 files changed, 386 insertions(+), 282 deletions(-) diff --git a/neuralprophet/plot_forecast_plotly.py b/neuralprophet/plot_forecast_plotly.py index 24ed8d95a..7fbfc6e12 100644 --- a/neuralprophet/plot_forecast_plotly.py +++ b/neuralprophet/plot_forecast_plotly.py @@ -2,8 +2,18 @@ import numpy as np import pandas as pd -import plotly.express as px -import plotly.graph_objs as go +import warnings + +try: + import plotly.express as px + import plotly.graph_objs as go + + plotly_installed = True +except ImportError: + from neuralprophet.plot_utils import show_import_error_warning + + plotly_installed = False + show_import_error_warning("plotly") from neuralprophet.plot_model_parameters_plotly import get_dynamic_axis_range from neuralprophet.plot_utils import set_y_as_percent @@ -19,30 +29,31 @@ plotly_resampler_installed = False log.error("Importing plotly failed. Interactive plots will not work.") -# UI Configuration -prediction_color = "#2d92ff" -actual_color = "black" -trend_color = "#B23B00" -line_width = 2 -marker_size = 4 -xaxis_args = { - "showline": True, - "mirror": True, - "linewidth": 1.5, -} -yaxis_args = { - "showline": True, - "mirror": True, - "linewidth": 1.5, -} -layout_args = { - "autosize": True, - "template": "plotly_white", - "margin": go.layout.Margin(l=0, r=10, b=0, t=10, pad=0), - "font": dict(size=10), - "title": dict(font=dict(size=12)), - "hovermode": "x unified", -} +if plotly_installed: + # UI Configuration + prediction_color = "#2d92ff" + actual_color = "black" + trend_color = "#B23B00" + line_width = 2 + marker_size = 4 + xaxis_args = { + "showline": True, + "mirror": True, + "linewidth": 1.5, + } + yaxis_args = { + "showline": True, + "mirror": True, + "linewidth": 1.5, + } + layout_args = { + "autosize": True, + "template": "plotly_white", + "margin": go.layout.Margin(l=0, r=10, b=0, t=10, pad=0), + "font": dict(size=10), + "title": dict(font=dict(size=12)), + "hovermode": "x unified", + } def plot( @@ -92,6 +103,11 @@ def plot( if resampler_active and not plotly_resampler_installed: log.error("plotly-resampler is not installed. Please install it to use the resampler.") + if not plotly_installed: + warnings.warn("Plotly is not installed. Please install plotly to use this function. [Should not be shown!]") + log.error("Plotly is not installed. Please install plotly to use this function.") + return None + cross_marker_color = "blue" cross_symbol = "x" diff --git a/neuralprophet/plot_model_parameters_plotly.py b/neuralprophet/plot_model_parameters_plotly.py index 1188fd51a..434f8a5a9 100644 --- a/neuralprophet/plot_model_parameters_plotly.py +++ b/neuralprophet/plot_model_parameters_plotly.py @@ -3,8 +3,18 @@ import numpy as np import pandas as pd -import plotly.graph_objs as go -from plotly.subplots import make_subplots + +try: + import plotly.express as px + import plotly.graph_objs as go + + plotly_installed = True + +except ImportError: + from neuralprophet.plot_utils import show_import_error_warning + + plotly_installed = False + show_import_error_warning("plotly") from neuralprophet.plot_utils import predict_one_season, predict_season_from_dates @@ -18,26 +28,29 @@ plotly_resampler_installed = False log.error("Importing plotly failed. Interactive plots will not work.") -# UI Configuration -color = "#2d92ff" -xaxis_args = { - "showline": True, - "mirror": True, - "linewidth": 1.5, -} -yaxis_args = { - "showline": True, - "mirror": True, - "linewidth": 1.5, -} -layout_args = { - "autosize": True, - "template": "plotly_white", - "margin": go.layout.Margin(l=0, r=10, b=0, t=10, pad=0), - "font": dict(size=10), - "title": dict(font=dict(size=12)), - "hovermode": "x unified", -} + +if plotly_installed: + # UI Configuration + color = "#2d92ff" + xaxis_args = { + "showline": True, + "mirror": True, + "linewidth": 1.5, + } + yaxis_args = { + "showline": True, + "mirror": True, + "linewidth": 1.5, + } + layout_args = { + "autosize": True, + "template": "plotly_white", + "margin": go.layout.Margin(l=0, r=10, b=0, t=10, pad=0), + "font": dict(size=10), + "title": dict(font=dict(size=12)), + "hovermode": "x unified", + } + if plotly_resampler_installed: register_plotly_resampler(mode="auto") diff --git a/neuralprophet/plot_utils.py b/neuralprophet/plot_utils.py index c468d3210..66cf715fb 100644 --- a/neuralprophet/plot_utils.py +++ b/neuralprophet/plot_utils.py @@ -581,7 +581,10 @@ def validate_current_env_for_resampler(auto: bool = False) -> Optional[bool]: the code and the function did not switch to a valid environment. """ - from IPython import get_ipython + try: + from IPython import get_ipython + except ImportError: + return None if "google.colab" in str(get_ipython()): if auto: @@ -627,6 +630,7 @@ def is_notebook(): def select_plotting_backend(model, plotting_backend): """Automatically selects the plotting backend based on the global plotting_backend and plotting_backend set by the user. If the plotting backend is selected as "plotly-resampler", triggers warning message. + If the plotting backend is not installed, triggers warning message and returns "no-backend-installed". Parameters ---------- @@ -652,4 +656,48 @@ def select_plotting_backend(model, plotting_backend): plotting_backend = "plotly" elif plotting_backend == "plotly-resampler": validate_current_env_for_resampler() - return plotting_backend.lower() + return validate_plotting_backend_installed( + plotting_backend.lower() + ) # in case plotting backend is not installed, return None + + +def show_import_error_warning(module_name: str): + """ + Raise a warning if a module is not installed. + + Parameters + ---------- + module_name: str + The name of the module that is not installed. + """ + logging.warning(f"{module_name} not installed. Plotting will not work.") + warnings.warn( + f"{module_name} not installed. Plotting will not work." + "This might be due to you running with poetry in minimal mode." + "Use `poety install --with plotting` to install." + ) + + +def validate_plotting_backend_installed(plotting_backend: str): + """ + Validate if the plotting backend is installed. + + Parameters + ---------- + plotting_backend: str + The plotting backend to validate. + """ + if plotting_backend.startswith("plotly"): + try: + import plotly.graph_objects as go + except ImportError: + show_import_error_warning("plotly") + return "no-backend-installed" + elif plotting_backend == "matplotlib": + try: + import matplotlib.pyplot as plt + except ImportError: + show_import_error_warning("matplotlib") + return "no-backend-installed" + else: + return plotting_backend diff --git a/neuralprophet/uncertainty.py b/neuralprophet/uncertainty.py index a3a25f38f..12e72baa3 100644 --- a/neuralprophet/uncertainty.py +++ b/neuralprophet/uncertainty.py @@ -277,6 +277,8 @@ def plot(self, plotting_backend=None): else: fig = plot_interval_width_per_timestep_plotly(self.q_hats, method, resampler_active=False) fig.show() + elif plotting_backend == "no-backend-installed": + return None else: if self.n_forecasts == 1: # includes nonconformity scores of the first timestep diff --git a/poetry.lock b/poetry.lock index 43abed65d..cb31c99f3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -350,13 +350,13 @@ tutorials = ["flask", "flask-compress", "ipython", "ipywidgets", "jupyter", "tor [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = 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{file = "tenacity-8.4.2-py3-none-any.whl", hash = "sha256:9e6f7cf7da729125c7437222f8a522279751cdfbe6b67bfe64f75d3a348661b2"}, - {file = "tenacity-8.4.2.tar.gz", hash = "sha256:cd80a53a79336edba8489e767f729e4f391c896956b57140b5d7511a64bbd3ef"}, + {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"}, + {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"}, ] [package.extras] @@ -4259,4 +4274,4 @@ plotly-resampler = ["plotly-resampler"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.13" -content-hash = "a3b767eec027be911e9499276840e4740231a7fff6e5658c2f38a36b00e72451" +content-hash = "2095028103e6d22238453843d1cc4e41cd14c63b7a83ef0dc262ac793919b756" diff --git a/pyproject.toml b/pyproject.toml index cd5c16b81..1b51c99ad 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -30,16 +30,16 @@ typing-extensions = ">=4.5.0" holidays = ">=0.41,<1.0" captum = ">=0.6.0" lightning-fabric = ">=2.0.0" +plotly-resampler = { version = ">=0.9.2", optional = true } +livelossplot = { version = ">=0.5.5", optional = true } +matplotlib = ">=3.5.3" [tool.poetry.group.plotting] optional = false [tool.poetry.group.plotting.dependencies] -matplotlib = ">=3.5.3" plotly = ">=5.13.1" -kaleido = "0.2.1" # required for plotly static image export -plotly-resampler = { version = ">=0.9.2", optional = true } -livelossplot = { version = ">=0.5.5", optional = true } +kaleido = "0.2.1" # required for plotly static image export [tool.poetry.extras] plotly-resampler = ["plotly-resampler"] diff --git a/tests/test_model_performance.py b/tests/test_model_performance.py index 3a73d1f67..d0aafa600 100644 --- a/tests/test_model_performance.py +++ b/tests/test_model_performance.py @@ -10,7 +10,14 @@ import pandas as pd import plotly.graph_objects as go import torch -from plotly.subplots import make_subplots +from neuralprophet.plot_utils import show_import_error_warning + +try: + from plotly.subplots import make_subplots + + plotly_installed = True +except ImportError: + plotly_installed = False from neuralprophet import NeuralProphet, set_random_seed @@ -65,6 +72,9 @@ def create_metrics_plot(metrics): # Deactivate the resampler since it is not compatible with kaleido (image export) if plotly_resampler_installed: unregister_plotly_resampler() + if not plotly_installed: + show_import_error_warning("plotly") + return None # this will fail ugly and results in a test failure # Plotly params prediction_color = "#2d92ff" From 9de8ef85f37463399716dc5836048d330daf185e Mon Sep 17 00:00:00 2001 From: Konstantin Neureither Date: Fri, 5 Jul 2024 16:34:34 +0200 Subject: [PATCH 3/3] some cosmetics --- neuralprophet/plot_forecast_plotly.py | 6 ------ neuralprophet/plot_utils.py | 2 +- 2 files changed, 1 insertion(+), 7 deletions(-) diff --git a/neuralprophet/plot_forecast_plotly.py b/neuralprophet/plot_forecast_plotly.py index 7fbfc6e12..744bb9147 100644 --- a/neuralprophet/plot_forecast_plotly.py +++ b/neuralprophet/plot_forecast_plotly.py @@ -2,7 +2,6 @@ import numpy as np import pandas as pd -import warnings try: import plotly.express as px @@ -103,11 +102,6 @@ def plot( if resampler_active and not plotly_resampler_installed: log.error("plotly-resampler is not installed. Please install it to use the resampler.") - if not plotly_installed: - warnings.warn("Plotly is not installed. Please install plotly to use this function. [Should not be shown!]") - log.error("Plotly is not installed. Please install plotly to use this function.") - return None - cross_marker_color = "blue" cross_symbol = "x" diff --git a/neuralprophet/plot_utils.py b/neuralprophet/plot_utils.py index 66cf715fb..c2f7422e2 100644 --- a/neuralprophet/plot_utils.py +++ b/neuralprophet/plot_utils.py @@ -584,7 +584,7 @@ def validate_current_env_for_resampler(auto: bool = False) -> Optional[bool]: try: from IPython import get_ipython except ImportError: - return None + return None # TODO not entirely sure if that is the correct behavior to simply return None here @Oscar? if "google.colab" in str(get_ipython()): if auto: