Hotfix/upgrade dependencies

.github/workflows/main.yml

@@ -8,7 +8,7 @@ jobs:
     strategy:
       max-parallel: 1
       matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10"]
+        python-version: ["3.8", "3.9", "3.10"]
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}

README.md

@@ -102,7 +102,7 @@ sd.generate_report(
 
 ## 🛠 Installation
 
-Eurybia is intended to work with Python versions 3.7 to 3.10. Installation can be done with pip:
+Eurybia is intended to work with Python versions 3.8 to 3.10. Installation can be done with pip:
 
 ```
 pip install eurybia

docs/source/installation-instructions/index.rst

@@ -4,7 +4,7 @@ Installation instructions
 Installing
 ----------
 
-**Eurybia** is intended to work with Python versions 3.7 to 3.9. Installation can be done with pip:
+**Eurybia** is intended to work with Python versions 3.8 to 3.10. Installation can be done with pip:
 
 .. code:: bash
 

eurybia/core/smartdrift.py

@@ -382,7 +382,7 @@ def generate_report(
                 project_info_file=project_info_file,
                 explainer=self.xpl,
                 smartdrift=self,
-                config=dict(title_story=title_story, title_description=title_description),
+                config_report=dict(title_story=title_story, title_description=title_description),
                 output_file=output_file,
             )
         finally:

eurybia/report/generation.py

@@ -1,43 +1,18 @@
 """
 Report generation helper module.
 """
-from base64 import b64encode
 from datetime import datetime
 from typing import Optional
 
 import datapane as dp
-import importlib_resources as ir
 import pandas as pd
-from jinja2 import Environment, FileSystemLoader
 from shapash.explainer.smart_explainer import SmartExplainer
 
 from eurybia import SmartDrift
 from eurybia.report.project_report import DriftReport
 
 
-def _load_custom_template(report: dp.Report) -> dp.Report:
-    """
-    This function feeds a customised html template to Datapane
-
-    Parameters
-    ----------
-    report : datapane.Report
-        Report object
-    Returns
-    ----------
-    datapane.Report
-    """
-    report._local_writer.assets = ir.files("eurybia.assets")
-    logo_img = (report._local_writer.assets / "logo_eurybia_dp.png").read_bytes()
-    report._local_writer.logo = f"data:image/png;base64,{b64encode(logo_img).decode('ascii')}"
-    template_loader = FileSystemLoader(report._local_writer.assets)
-    template_env = Environment(loader=template_loader)
-    template_env.globals["include_raw"] = dp.client.api.report.core.include_raw
-    report._local_writer.template = template_env.get_template("report_template.html")
-    return report
-
-
-def _get_index(dr: DriftReport, project_info_file: str, config: Optional[dict]) -> dp.Page:
+def _get_index(dr: DriftReport, project_info_file: str, config_report: Optional[dict]) -> dp.Page:
     """
     This function generates and returns a Datapane page containing the Eurybia report index
 
@@ -47,7 +22,7 @@ def _get_index(dr: DriftReport, project_info_file: str, config: Optional[dict])
         DriftReport object
     project_info_file : str
         Path to the file used to display some information about the project in the report.
-    config : dict, optional
+    config_report : dict, optional
         Report configuration options.
     Returns
     ----------
@@ -66,8 +41,12 @@ def _get_index(dr: DriftReport, project_info_file: str, config: Optional[dict])
     # Title and logo
     index_block += [dp.Group(dp.HTML(eurybia_logo), dp.Text(f"# {dr.title_story}"), columns=2)]
 
-    if config is not None and "title_description" in config.keys() and config["title_description"] != "":
-        raw_title = config["title_description"]
+    if (
+        config_report is not None
+        and "title_description" in config_report.keys()
+        and config_report["title_description"] != ""
+    ):
+        raw_title = config_report["title_description"]
         index_block += [dp.Text(f"## {raw_title}")]
     index_str = "## Eurybia Report contents  \n"
 
@@ -317,8 +296,8 @@ def _get_datadrift(dr: DriftReport) -> dp.Page:
         Features are sorted according to their respective importance in the datadrift classifier.
         For categorical features, the possible values are sorted by descending difference between the two datasets."""
         ),
-        dp.Select(blocks=plot_dataset_analysis),
-        dp.Select(blocks=table_dataset_analysis),
+        dp.Select(blocks=plot_dataset_analysis, type=dp.SelectType.DROPDOWN),
+        dp.Select(blocks=table_dataset_analysis, type=dp.SelectType.DROPDOWN),
     ]
     if dr.smartdrift.deployed_model is not None:
         blocks += [
@@ -350,7 +329,7 @@ def _get_datadrift(dr: DriftReport) -> dp.Page:
         This representation constitutes a support to understand the drift when the analysis of the dataset is unclear.
         In the drop-down menu, features are sorted by importance in the data drift detection."""
         ),
-        dp.Select(blocks=plot_datadrift_contribution),
+        dp.Select(blocks=plot_datadrift_contribution, type=dp.SelectType.DROPDOWN),
     ]
     if dr.smartdrift.historical_auc is not None:
         blocks += [
@@ -387,7 +366,7 @@ def _get_modeldrift(dr: DriftReport) -> dp.Page:
         else:
             for i in range(len(labels)):
                 plot_modeldrift.append(dp.Plot(fig_list[i], label=labels[i]))
-            modeldrift_plot = dp.Select(blocks=plot_modeldrift, label="reference_columns")
+            modeldrift_plot = dp.Select(blocks=plot_modeldrift, label="reference_columns", type=dp.SelectType.DROPDOWN)
     else:
         modeldrift_plot = dp.Text("## Smartdrift.data_modeldrift is None")
     blocks = [
@@ -409,7 +388,7 @@ def execute_report(
     explainer: SmartExplainer,
     project_info_file: str,
     output_file: str,
-    config: Optional[dict] = None,
+    config_report: Optional[dict] = None,
 ):
     """
     Creates the report
@@ -422,33 +401,30 @@ def execute_report(
         Compiled shapash explainer.
     project_info_file : str
         Path to the file used to display some information about the project in the report.
-    config : dict, optional
+    config_report : dict, optional
         Report configuration options.
     output_file : str
             Path to the HTML file to write
     """
 
-    if config is None:
-        config = {}
+    if config_report is None:
+        config_report = {}
 
     dr = DriftReport(
         smartdrift=smartdrift,
         explainer=explainer,  # rename to match kwarg
         project_info_file=project_info_file,
-        config=config,
+        config_report=config_report,
     )
 
     pages = []
-    pages.append(_get_index(dr, project_info_file, config))
+    pages.append(_get_index(dr, project_info_file, config_report))
     if project_info_file is not None:
         pages.append(_get_project_info(dr))
     pages.append(_get_consistency_analysis(dr))
     pages.append(_get_datadrift(dr))
     if dr.smartdrift.data_modeldrift is not None:
         pages.append(_get_modeldrift(dr))
 
-    report = dp.Report(blocks=pages)
-    report = _load_custom_template(report)
-    report._save(
-        path=output_file, open=False, formatting=dp.ReportFormatting(light_prose=False, width=dp.ReportWidth.MEDIUM)
-    )
+    report = dp.View(blocks=pages)
+    dp.save_report(report, path=output_file, open=False, name="report.html")

eurybia/report/project_report.py

@@ -46,7 +46,7 @@ class DriftReport:
         Dataframe of predicted values computed on both df_baseline and df_current
     feature_importance : pd.DataFrame, optional (default: None)
         Dataframe of feature importance from production model and drift model
-    config : dict, optional
+    config_report : dict, optional
         Configuration options for the report
     """
 
@@ -55,7 +55,7 @@ def __init__(
         smartdrift: SmartDrift,
         explainer: SmartExplainer,
         project_info_file: Optional[str] = None,
-        config: Optional[Dict] = None,
+        config_report: Optional[Dict] = None,
     ):
         """
         Parameters
@@ -66,7 +66,7 @@ def __init__(
             A shapash SmartExplainer object that has already be compiled
         project_info_file : str
             Path to the yml file containing information about the project (author, description, ...)
-        config : dict, optional
+        config_report : dict, optional
             Contains configuration options for the report
         features_imp_list : list
             list of features order by importance
@@ -79,7 +79,7 @@ def __init__(
         if self.explainer.features_imp is None:
             self.explainer.compute_features_import(force=True)
         self.features_imp_list = self.explainer.features_imp[0].sort_values(ascending=False).index.to_list()  # type: ignore
-        self.config = config if config is not None else dict()
+        self.config_report = config_report if config_report is not None else dict()
 
         self.data_concat = self._create_data_drift(
             df_current=self.smartdrift.df_current,
@@ -92,8 +92,8 @@ def __init__(
         else:
             self.metadata = load_yml(path=project_info_file)
 
-        if "title_story" in self.config.keys():
-            self.title_story = self.config["title_story"]
+        if "title_story" in self.config_report.keys():
+            self.title_story = self.config_report["title_story"]
         else:
             self.title_story = "Eurybia report"
 

requirements.dev.txt

@@ -1,9 +1,9 @@
 pip>=21.1
-catboost>=0.22
-category-encoders==2.1.0
-lightgbm==2.3.1
-numpy>1.18.0
-pandas>1.0.2
+catboost>=1.0.1
+category-encoders>=2.6.0
+lightgbm>=2.3.1
+numpy>=1.18.0
+pandas>=1.0.2
 plotly>=4.12.0
 shapash>=2.0.0
 Sphinx==4.5.0
@@ -17,17 +17,16 @@ nbsphinx==0.8.8
 sphinx_material==0.0.35
 pytest>=5.2.3
 pytest-cov==2.8.1
-scikit-learn>=0.24.2
+scikit-learn>=1.0.1
 xgboost>=1.0.0
 nbformat>4.2.0
 numba>=0.53.0
 nbconvert>=6.3
 papermill>=2.0.0
 matplotlib>=3.3.0
-seaborn==0.11.1
+seaborn>=0.12.2
 notebook>=6.0.0
 Jinja2>=2.11.0
 scipy>=1.1.0
-types-PyYAML==6.0.5
-datapane==0.14.0
+datapane>=0.16.7
 pre-commit==2.18.1

setup.py

@@ -16,8 +16,8 @@
     exec(f.read(), version_d)
 
 requirements = [
-    "catboost>=0.22",
-    "datapane==0.14.0",
+    "catboost>=1.0.1",
+    "datapane>=0.16.7",
     "ipywidgets>=7.4.2",
     "jinja2>=2.11.0",
     "scipy>=1.4.0",
@@ -38,7 +38,7 @@
 setup(
     name="eurybia",  # Replace with your own username
     version=version_d["__version__"],
-    python_requires=">3.6, < 3.11",
+    python_requires=">3.7, < 3.11",
     url="https://github.com/MAIF/eurybia",
     author="Nicolas Roux, Johann Martin, Thomas Bouché",
     author_email="[email protected]",
@@ -47,7 +47,6 @@
     long_description_content_type="text/markdown",
     classifiers=[
         "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
@@ -84,7 +83,6 @@
                 "eurybia/assets/local-report-base.css",
                 "eurybia/assets/local-report-base.js",
                 "eurybia/assets/logo_eurybia_dp.png",
-                "eurybia/assets/report_template.html",
             ],
         ),
     ],