From c334148612e3d9349c3d7619dacabe6c6a90d410 Mon Sep 17 00:00:00 2001 From: Edwin Ng Date: Wed, 25 Nov 2020 21:30:52 -0800 Subject: [PATCH] Dev gam pyro rebase (#298) * more fliexible plot components * adding doc string * refresh banner and icon * read me link * more banners * testing new dim of banner * Predict fix (#281) * fix regressor matrix extraction * unit test for cases with mixed pos® regressors * adding logo and some style for tutorial and docs * favicon * initialize `_regressor_col` in __init__() * small version bump * fix matplotlib * Create orbit.css * reorder fourier series calculation to match the df (#286) * plot utility enhancement (#287) * return the plotting object * receive returned plotting object to avoid dual display * return plotting axes object * Setup TravisCI deployment for PyPI (#292) * Setup TravisCI deployment for PyPI * debug deployment in travis YAML * debug travis pypi deployment (#293) * Debug travis package deployment (#294) * setup.py and module uses same version number * fix travis config for pypi deploy * dpl v2 for travis config (#295) * realign version number for module and release In testing and configuring travis ci for pypi deployment, version numbers were misaligned. Realigning the version number here with the latest release version number. * Update README.rst (#297) * Update README.rst * Update README.rst * Update README.rst * Update README.rst * Update README.rst * Update README.rst * minor changes - allow plot components to take subset - expose dof of gam * fourier seris column order correction Co-authored-by: Zhishi Wang Co-authored-by: Steve Yang Co-authored-by: Zhishi Wang Co-authored-by: Yifeng Wu Co-authored-by: Steve Yang --- .travis.yml | 13 +++++++- README.rst | 35 ++++++++++++++++---- docs/_static/css/orbit.css | 29 +++++++++++++++++ docs/conf.py | 19 +++++++++++ docs/img/favicon/favicon.ico | Bin 0 -> 15406 bytes docs/img/orbit-banner.png | Bin 0 -> 39601 bytes docs/img/orbit-icon-raw.png | Bin 0 -> 37154 bytes docs/img/orbit-icon-small.png | Bin 82023 -> 0 bytes docs/img/orbit-icon.png | Bin 64641 -> 0 bytes docs/img/orbit-logo-black.png | Bin 0 -> 34142 bytes docs/img/orbit-logo.png | Bin 0 -> 39771 bytes docs/tutorials/decompose_prediction.ipynb | 3 +- docs/tutorials/dlt.ipynb | 3 +- docs/tutorials/lgt.ipynb | 11 ++++--- docs/tutorials/pyro_basic.ipynb | 3 +- docs/tutorials/quick_start.ipynb | 3 +- examples/DLT_Example.ipynb | 8 ++--- examples/Daily_Forecast_Example.ipynb | 2 +- examples/LGT_Example.ipynb | 6 ++-- examples/LGT_Pyro_Example.ipynb | 10 +++--- orbit/__init__.py | 2 +- orbit/diagnostics/plot.py | 37 ++++++++++++++-------- orbit/models/dlt.py | 2 +- orbit/models/lgt.py | 6 +++- setup.cfg | 2 ++ setup.py | 4 +-- tests/orbit/models/test_dlt.py | 31 ++++++++++++++++++ tests/orbit/models/test_lgt.py | 30 ++++++++++++++++++ 28 files changed, 211 insertions(+), 48 deletions(-) create mode 100644 docs/_static/css/orbit.css create mode 100644 docs/img/favicon/favicon.ico create mode 100644 docs/img/orbit-banner.png create mode 100644 docs/img/orbit-icon-raw.png delete mode 100644 docs/img/orbit-icon-small.png delete mode 100644 docs/img/orbit-icon.png create mode 100644 docs/img/orbit-logo-black.png create mode 100644 docs/img/orbit-logo.png create mode 100644 setup.cfg diff --git a/.travis.yml b/.travis.yml index 84f0f486..bc726497 100644 --- a/.travis.yml +++ b/.travis.yml @@ -27,6 +27,17 @@ jobs: # environment variable in Travis see below. - fossa init - fossa analyze + - stage: deploy + script: skip + deploy: + provider: pypi + edge: true + username: "__token__" + password: $PYPI_API_TOKEN + on: + tags: true + skip_existing: true + distributions: "sdist bdist_wheel" after_success: - - cd orbit && fossa test \ No newline at end of file + - fossa test \ No newline at end of file diff --git a/README.rst b/README.rst index 890e37d7..ed1c5e64 100644 --- a/README.rst +++ b/README.rst @@ -1,15 +1,23 @@ -.. image:: docs/img/orbit-icon-small.png +.. image:: docs/img/orbit-banner.png ------------------------------------------- -**Disclaimer: Orbit requires PyStan as a system dependency. PyStan is -licensed under** `GPLv3 `__ **, -which is a free, copyleft license for software.** +|pypi| |travis| |downloads| -Orbit is a Python package for time series modeling and inference -using Bayesian sampling methods for model estimation. It provides a +Disclaimer +========== + +This project + +- is stable and being incubated for long-term support. It may contain new experimental code, for which APIs are subject to change. +- requires PyStan as a system dependency. PyStan is licensed under `GPLv3 `__, which is a free, copyleft license for software. + +Orbit: A Python package for Bayesian forecasting models +==================== + +Orbit is a Python package for Bayesian forecasting models developed under object-oriented design. It provides a familiar and intuitive initialize-fit-predict interface for working with -time series tasks, while utilizing probabilistic modeling under +time series tasks, while utilizing probabilistic modeling api under the hood. The initial release supports concrete implementation for the following @@ -134,3 +142,16 @@ Related projects - `Pyro `__ - `Stan `__ - `Rlgt `__ + + +.. |pypi| image:: https://badge.fury.io/py/orbit-ml.svg + :target: https://badge.fury.io/py/orbit-ml + :alt: pypi + +.. |travis| image:: https://travis-ci.com/uber/orbit.svg?branch=master + :target: https://travis-ci.com/uber/orbit + :alt: travis + +.. |downloads| image:: https://static.pepy.tech/personalized-badge/orbit-ml?period=month&units=international_system&left_color=blue&right_color=grey&left_text=Downloads + :target: https://pepy.tech/project/orbit-ml + :alt: downloads diff --git a/docs/_static/css/orbit.css b/docs/_static/css/orbit.css new file mode 100644 index 00000000..d6b524a3 --- /dev/null +++ b/docs/_static/css/orbit.css @@ -0,0 +1,29 @@ +@import url("theme.css"); + +.wy-side-nav-search { + background-color: #276EF1; +} + +.wy-side-nav-search a { + margin: 0 +} + +.wy-side-nav-search > div.version { + color: #ffffff; +} + +.wy-nav-top { + background: #949CE3; +} + +.wy-menu-vertical li.on a, .wy-menu-vertical li.current>a { + background: #c4cfd4; +} + +.wy-side-nav-search input[type=text] { + border-color: #313131; +} + +.wy-side-nav-search>a img.logo, .wy-side-nav-search .wy-dropdown>a img.logo { + max-width: 40%; +} \ No newline at end of file diff --git a/docs/conf.py b/docs/conf.py index d5306483..fb264e55 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -12,6 +12,7 @@ import os import sys +import sphinx_rtd_theme sys.path.insert(0, os.path.abspath('..')) import matplotlib import orbit @@ -38,6 +39,7 @@ # 'sphinx.ext.autosummary', # 'sphinx.ext.doctest', 'sphinx.ext.mathjax', + 'sphinx.ext.githubpages', # 'sphinx.ext.viewcode', 'sphinx.ext.napoleon', 'nbsphinx', @@ -62,6 +64,7 @@ # a list of builtin themes. # html_theme = 'sphinx_rtd_theme' +html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] html_context = { 'display_github': True, @@ -70,10 +73,26 @@ 'github_version': 'master/docs/', } +# logo +html_logo = 'img/orbit-logo-black.png' + +# Theme options are theme-specific and customize the look and feel of a theme +# further. For a list of options available for each theme, see the +# documentation. +# +html_theme_options = { + # 'logo_only': False, + 'navigation_depth': 3, +} + # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. 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"version": "3.7.7" + "version": "3.6.8" }, "toc": { "base_numbering": 1, diff --git a/docs/tutorials/dlt.ipynb b/docs/tutorials/dlt.ipynb index 5af8e142..8eeb92ba 100644 --- a/docs/tutorials/dlt.ipynb +++ b/docs/tutorials/dlt.ipynb @@ -72,6 +72,7 @@ }, "outputs": [], "source": [ + "%matplotlib inline\n", "import pandas as pd\n", "import numpy as np\n", "from orbit.models.dlt import DLTMAP, DLTFull, DLTAggregated\n", @@ -625,7 +626,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.6.8" }, "toc": { "base_numbering": 1, diff --git a/docs/tutorials/lgt.ipynb b/docs/tutorials/lgt.ipynb index 4a23322d..bb6e85dd 100644 --- a/docs/tutorials/lgt.ipynb +++ b/docs/tutorials/lgt.ipynb @@ -60,6 +60,7 @@ }, "outputs": [], "source": [ + "%matplotlib inline\n", "import pandas as pd\n", "import numpy as np\n", "from orbit.models.lgt import LGTMAP, LGTAggregated, LGTFull\n", @@ -162,8 +163,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 227 ms, sys: 14 ms, total: 241 ms\n", - "Wall time: 527 ms\n" + "CPU times: user 223 ms, sys: 9.22 ms, total: 232 ms\n", + "Wall time: 317 ms\n" ] } ], @@ -265,8 +266,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 74.3 ms, sys: 64.2 ms, total: 138 ms\n", - "Wall time: 8.14 s\n" + "CPU times: user 70.2 ms, sys: 67 ms, total: 137 ms\n", + "Wall time: 8.44 s\n" ] } ], @@ -320,7 +321,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.6.8" }, "toc": { "base_numbering": 1, diff --git a/docs/tutorials/pyro_basic.ipynb b/docs/tutorials/pyro_basic.ipynb index ce5c5b27..b2131d77 100644 --- a/docs/tutorials/pyro_basic.ipynb +++ b/docs/tutorials/pyro_basic.ipynb @@ -29,6 +29,7 @@ }, "outputs": [], "source": [ + "%matplotlib inline\n", "import pandas as pd\n", "import numpy as np\n", "from orbit.models.lgt import LGTMAP, LGTAggregated, LGTFull\n", @@ -303,7 +304,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.6.8" }, "toc": { "base_numbering": 1, diff --git a/docs/tutorials/quick_start.ipynb b/docs/tutorials/quick_start.ipynb index 958239f1..3e3aa3b9 100644 --- a/docs/tutorials/quick_start.ipynb +++ b/docs/tutorials/quick_start.ipynb @@ -18,6 +18,7 @@ }, "outputs": [], "source": [ + "%matplotlib inline\n", "import pandas as pd\n", "import numpy as np\n", "import warnings\n", @@ -210,7 +211,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.6.8" }, "toc": { "base_numbering": 1, diff --git a/examples/DLT_Example.ipynb b/examples/DLT_Example.ipynb index 365ef49a..76ed0a50 100644 --- a/examples/DLT_Example.ipynb +++ b/examples/DLT_Example.ipynb @@ -210,7 +210,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=df, predicted_df=predicted_df, \n", + "_ = plot_predicted_data(training_actual_df=df, predicted_df=predicted_df, \n", " date_col=dlt.date_col, actual_col=dlt.response_col)" ] }, @@ -298,7 +298,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=df, predicted_df=predicted_df_dlt_log, \n", + "_ = plot_predicted_data(training_actual_df=df, predicted_df=predicted_df_dlt_log, \n", " date_col=dlt_log.date_col, actual_col=dlt_log.response_col)" ] }, @@ -386,7 +386,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=df, predicted_df=predicted_df_dlt_logit, \n", + "_ = plot_predicted_data(training_actual_df=df, predicted_df=predicted_df_dlt_logit, \n", " date_col=dlt_log.date_col, actual_col=dlt_log.response_col)" ] }, @@ -467,7 +467,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=df, predicted_df=predicted_df_dlt_logit, \n", + "_ = plot_predicted_data(training_actual_df=df, predicted_df=predicted_df_dlt_logit, \n", " date_col=dlt_log.date_col, actual_col=dlt_log.response_col)" ] } diff --git a/examples/Daily_Forecast_Example.ipynb b/examples/Daily_Forecast_Example.ipynb index 6759e209..2a6e485d 100644 --- a/examples/Daily_Forecast_Example.ipynb +++ b/examples/Daily_Forecast_Example.ipynb @@ -243,7 +243,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=df[-90:], predicted_df=predicted_df[-90:], \n", + "_ = plot_predicted_data(training_actual_df=df[-90:], predicted_df=predicted_df[-90:], \n", " test_actual_df=test_df, date_col=dlt.date_col,\n", " actual_col='sales')" ] diff --git a/examples/LGT_Example.ipynb b/examples/LGT_Example.ipynb index 22b73bd8..75bfa594 100644 --- a/examples/LGT_Example.ipynb +++ b/examples/LGT_Example.ipynb @@ -419,7 +419,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", + "_ = plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", " date_col=date_col, actual_col=response_col, \n", " test_actual_df=test_df)" ] @@ -610,7 +610,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", + "_ = plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", " date_col=lgt.date_col, actual_col=lgt.response_col, \n", " test_actual_df=test_df)" ] @@ -884,7 +884,7 @@ } ], "source": [ - "plot_predicted_components(predicted_df=predicted_df, date_col=date_col)" + "_ = plot_predicted_components(predicted_df=predicted_df, date_col=date_col)" ] } ], diff --git a/examples/LGT_Pyro_Example.ipynb b/examples/LGT_Pyro_Example.ipynb index f6ac8327..5708e18d 100644 --- a/examples/LGT_Pyro_Example.ipynb +++ b/examples/LGT_Pyro_Example.ipynb @@ -196,7 +196,7 @@ ], "source": [ "predicted_df = lgt_map.predict(df=test_df)\n", - "plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", + "_ = plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", " date_col=lgt_map.date_col, actual_col=lgt_map.response_col, \n", " test_actual_df=test_df)" ] @@ -314,7 +314,7 @@ } ], "source": [ - "plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", + "_ = plot_predicted_data(training_actual_df=train_df, predicted_df=predicted_df, \n", " date_col=lgt_vi.date_col, actual_col=lgt_vi.response_col, \n", " test_actual_df=test_df)" ] @@ -322,9 +322,9 @@ ], "metadata": { "kernelspec": { - "display_name": "orbit", + "display_name": "Python 3", "language": "python", - "name": "orbit" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -336,7 +336,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.7.7" }, "toc": { "base_numbering": 1, diff --git a/orbit/__init__.py b/orbit/__init__.py index e6100845..112006d1 100644 --- a/orbit/__init__.py +++ b/orbit/__init__.py @@ -1,3 +1,3 @@ name = 'orbit' -__version__ = '1.0.5' +__version__ = '1.0.10' diff --git a/orbit/diagnostics/plot.py b/orbit/diagnostics/plot.py index d5a980fb..0787999b 100644 --- a/orbit/diagnostics/plot.py +++ b/orbit/diagnostics/plot.py @@ -113,8 +113,11 @@ def plot_predicted_data(training_actual_df, predicted_df, date_col, actual_col, if is_visible: plt.show() + return ax + +def plot_predicted_components(predicted_df, date_col, prediction_percentiles=None, plot_components=None, + title="", figsize=None, path=None): -def plot_predicted_components(predicted_df, date_col, prediction_percentiles=None, title="", figsize=None, path=None): """ Plot predicted componenets with the data frame of decomposed prediction where components has been pre-defined as `trend`, `seasonality` and `regression`. Parameters @@ -127,6 +130,9 @@ def plot_predicted_components(predicted_df, date_col, prediction_percentiles=Non prediction_percentiles: list a list should consist exact two elements which will be used to plot as lower and upper bound of confidence interval + plot_components: list + a list of strings to show the label of components to be plotted; by default, it uses values in + `orbit.constants.constants.PredictedComponents`. title: str title of the plot figsize: tuple @@ -140,9 +146,11 @@ def plot_predicted_components(predicted_df, date_col, prediction_percentiles=Non _predicted_df=predicted_df.copy() _predicted_df[date_col] = pd.to_datetime(_predicted_df[date_col]) - plot_components = [PredictedComponents.TREND.value, - PredictedComponents.SEASONALITY.value, - PredictedComponents.REGRESSION.value] + if plot_components is None: + plot_components = [PredictedComponents.TREND.value, + PredictedComponents.SEASONALITY.value, + PredictedComponents.REGRESSION.value] + plot_components = [p for p in plot_components if p in _predicted_df.columns.tolist()] n_panels = len(plot_components) if not figsize: @@ -174,6 +182,8 @@ def plot_predicted_components(predicted_df, date_col, prediction_percentiles=Non if path: plt.savefig(path) + return axes + def metric_horizon_barplot(df, model_col='model', pred_horizon_col='pred_horizon', metric_col='smape', bar_width=0.1, path=None): @@ -211,9 +221,10 @@ def metric_horizon_barplot(df, model_col='model', pred_horizon_col='pred_horizon plt.savefig(path) + def plot_posterior_params(mod, kind='density', n_bins=20, ci_level=.95, - pair_type='scatter', figsize=None, path=None, - incl_trend_params=False, incl_smooth_params=False): + pair_type='scatter', figsize=None, path=None, + incl_trend_params=False, incl_smooth_params=False): """ Data Viz for posterior samples Params @@ -277,7 +288,7 @@ def _density_plot(posterior_samples, n_bins=20, ci_level=.95, figsize=None): mean = np.mean(samples) median = np.median(samples) cred_min, cred_max = np.percentile(samples, 100 * (1 - ci_level)/2), \ - np.percentile(samples, 100 * (1 + ci_level)/2) + np.percentile(samples, 100 * (1 + ci_level)/2) sns.distplot(samples, bins=n_bins, kde_kws={'shade':True}, ax=axes[i], norm_hist=False) # sns.kdeplot(samples, shade=True, ax=axes[i]) @@ -295,7 +306,7 @@ def _density_plot(posterior_samples, n_bins=20, ci_level=.95, figsize=None): plt.suptitle('Histogram and Density of Posterior Samples') plt.tight_layout(rect=[0, 0.03, 1, 0.95]) - return fig + return axes def _trace_plot(posterior_samples, ci_level=.95, figsize=None): @@ -325,7 +336,7 @@ def _trace_plot(posterior_samples, ci_level=.95, figsize=None): plt.xlabel('draw') plt.tight_layout(rect=[0, 0.03, 1, 0.95]) - return fig + return axes def _pair_plot(posterior_samples, pair_type='scatter', n_bins=20): samples_df = pd.DataFrame({key: posterior_samples[key].flatten() for key in params_}) @@ -337,13 +348,13 @@ def _pair_plot(posterior_samples, pair_type='scatter', n_bins=20): return fig if kind == 'density': - fig = _density_plot(posterior_samples, n_bins=n_bins, ci_level=ci_level, figsize=figsize) + axes = _density_plot(posterior_samples, n_bins=n_bins, ci_level=ci_level, figsize=figsize) elif kind == 'trace': - fig = _trace_plot(posterior_samples, ci_level=ci_level, figsize=figsize) + axes = _trace_plot(posterior_samples, ci_level=ci_level, figsize=figsize) elif kind == 'pair': - fig = _pair_plot(posterior_samples, pair_type=pair_type, n_bins=n_bins) + axes = _pair_plot(posterior_samples, pair_type=pair_type, n_bins=n_bins) if path: plt.savefig(path) - return fig + return axes diff --git a/orbit/models/dlt.py b/orbit/models/dlt.py index 89e630ff..0213f199 100644 --- a/orbit/models/dlt.py +++ b/orbit/models/dlt.py @@ -193,7 +193,7 @@ def _predict(self, posterior_estimates, df=None, include_error=False, decompose= # calculate regression component if self.regressor_col is not None and len(self.regressor_col) > 0: regressor_beta = regressor_beta.t() - regressor_matrix = df[self.regressor_col].values + regressor_matrix = df[self._regressor_col].values regressor_torch = torch.from_numpy(regressor_matrix).double() regressor_component = torch.matmul(regressor_torch, regressor_beta) regressor_component = regressor_component.t() diff --git a/orbit/models/lgt.py b/orbit/models/lgt.py index a25d8939..05677497 100644 --- a/orbit/models/lgt.py +++ b/orbit/models/lgt.py @@ -121,6 +121,8 @@ def __init__(self, response_col='y', date_col='ds', regressor_col=None, self._regular_regressor_col = list() self._regular_regressor_beta_prior = list() self._regular_regressor_sigma_prior = list() + # internal regressor_col to maintain column ordering on prediction + self._regressor_col = list() # depends on seasonality length self._init_values = None @@ -224,6 +226,8 @@ def _set_static_regression_attributes(self): self._regular_regressor_beta_prior.append(self._regressor_beta_prior[index]) self._regular_regressor_sigma_prior.append(self._regressor_sigma_prior[index]) + self._regressor_col = self._positive_regressor_col + self._regular_regressor_col + def _set_with_mcmc(self): estimator_type = self.estimator_type # set `_with_mcmc` attribute based on estimator type @@ -521,7 +525,7 @@ def _predict(self, posterior_estimates, df, include_error=False, decompose=False # calculate regression component if self.regressor_col is not None and len(self.regressor_col) > 0: regressor_beta = regressor_beta.t() - regressor_matrix = df[self.regressor_col].values + regressor_matrix = df[self._regressor_col].values regressor_torch = torch.from_numpy(regressor_matrix).double() regressor_component = torch.matmul(regressor_torch, regressor_beta) regressor_component = regressor_component.t() diff --git a/setup.cfg b/setup.cfg new file mode 100644 index 00000000..3886c687 --- /dev/null +++ b/setup.cfg @@ -0,0 +1,2 @@ +[metadata] +version = attr: orbit.__version__ \ No newline at end of file diff --git a/setup.py b/setup.py index 441fce9d..4ac95f8e 100644 --- a/setup.py +++ b/setup.py @@ -14,7 +14,7 @@ # dist.Distribution().fetch_build_eggs(['cython']) -VERSION = '1.0.5' +# VERSION = '1.0.6' DESCRIPTION = "Orbit is a package for bayesian time series modeling and inference." AUTHOR = '''Edwin Ng , Steve Yang , Huigang Chen , Zhishi Wang ''' @@ -60,7 +60,7 @@ def run_tests(self): name='orbit-ml', packages=find_packages(), url='https://uber.github.io/orbit/', - version=VERSION, + # version=VERSION, # being maintained by source module zip_safe=False, classifiers=[ 'Development Status :: 3 - Alpha', diff --git a/tests/orbit/models/test_dlt.py b/tests/orbit/models/test_dlt.py index 53e21010..8301b5d7 100644 --- a/tests/orbit/models/test_dlt.py +++ b/tests/orbit/models/test_dlt.py @@ -1,4 +1,6 @@ import pytest +import numpy as np + from orbit.models.dlt import BaseDLT, DLTFull, DLTAggregated, DLTMAP from orbit.estimators.stan_estimator import StanEstimatorMCMC, StanEstimatorVI, StanEstimatorMAP @@ -235,6 +237,7 @@ def test_dlt_map_global_trend(synthetic_data, global_trend_option): assert predict_df.shape == expected_shape assert predict_df.columns.tolist() == expected_columns + def test_dlt_predict_all_positive_reg(iclaims_training_data): df = iclaims_training_data @@ -251,3 +254,31 @@ def test_dlt_predict_all_positive_reg(iclaims_training_data): predicted_df = dlt.predict(df, decompose=True) assert any(predicted_df['regression'].values) + + +def test_dlt_predict_mixed_regular_positive(iclaims_training_data): + df = iclaims_training_data + + dlt = DLTMAP( + response_col='claims', + date_col='week', + regressor_col=['trend.unemploy', 'trend.filling', 'trend.job'], + regressor_sign=['=', '+', '='], + seasonality=52, + seed=8888, + ) + dlt.fit(df) + predicted_df = dlt.predict(df) + + dlt_new = DLTMAP( + response_col='claims', + date_col='week', + regressor_col=['trend.unemploy', 'trend.job', 'trend.filling'], + regressor_sign=['=', '=', '+'], + seasonality=52, + seed=8888, + ) + dlt_new.fit(df) + predicted_df_new = dlt_new.predict(df) + + assert np.allclose(predicted_df['prediction'].values, predicted_df_new['prediction'].values) diff --git a/tests/orbit/models/test_lgt.py b/tests/orbit/models/test_lgt.py index 2f21bc94..4fda3e65 100644 --- a/tests/orbit/models/test_lgt.py +++ b/tests/orbit/models/test_lgt.py @@ -1,10 +1,12 @@ import pytest +import numpy as np from orbit.estimators.pyro_estimator import PyroEstimator, PyroEstimatorVI, PyroEstimatorMAP from orbit.estimators.stan_estimator import StanEstimator, StanEstimatorMCMC, StanEstimatorVI, StanEstimatorMAP from orbit.models.lgt import BaseLGT, LGTFull, LGTAggregated, LGTMAP from orbit.constants.constants import PredictedComponents + def test_base_lgt_init(): lgt = BaseLGT() @@ -314,6 +316,34 @@ def test_lgt_predict_all_positive_reg(iclaims_training_data): assert any(predicted_df['regression'].values) +def test_lgt_predict_mixed_regular_positive(iclaims_training_data): + df = iclaims_training_data + + lgt = LGTMAP( + response_col='claims', + date_col='week', + regressor_col=['trend.unemploy', 'trend.filling', 'trend.job'], + regressor_sign=['=', '+', '='], + seasonality=52, + seed=8888, + ) + lgt.fit(df) + predicted_df = lgt.predict(df) + + lgt_new = LGTMAP( + response_col='claims', + date_col='week', + regressor_col=['trend.unemploy', 'trend.job', 'trend.filling'], + regressor_sign=['=', '=', '+'], + seasonality=52, + seed=8888, + ) + lgt_new.fit(df) + predicted_df_new = lgt_new.predict(df) + + assert np.allclose(predicted_df['prediction'].values, predicted_df_new['prediction'].values) + + @pytest.mark.parametrize("prediction_percentiles", [None, [5, 10, 95]]) def test_prediction_percentiles(iclaims_training_data, prediction_percentiles): df = iclaims_training_data

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