Merged upstream Robyn 3.12 try2 (#4)

Author: sallyhong

.github/workflows/python-app.yml

@@ -0,0 +1,63 @@
+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
+# A continuous integration (CI) workflow to build and test Robyn Python project
+
+name: Robyn Python application
+
+on:
+  push:
+    branches: ['robynpy_release']
+  pull_request:
+    branches: ['robynpy_release']
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python-version: ['3.10']
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+      - name: Display Python version
+        run: python -c "import sys; print(sys.version)"
+
+      - name: updating PATH to enable importing robyn modules
+        run: |
+          echo "PYTHONPATH=$PYTHONPATH:$(pwd)/python/src" >> $GITHUB_ENV
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install flake8 pytest pytest-cov
+          if [ -f python/requirements.txt ]; then pip install -r python/requirements.txt; fi
+      - name: Lint with flake8
+        run: |
+          # stop the build if there are Python syntax errors or undefined names
+          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics --exclude=./robyn_api/*.py
+          # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics --exclude=./robyn_api/*.py
+      - name: Test with pytest. Enable this once first set of tests are written
+        run: |
+          pytest ./python/tests --doctest-modules --junitxml=junit/test-results.xml --cov=robyn --cov-report=html
+      - name: 'Upload Unit Test Results'
+        uses: actions/upload-artifact@v4
+        with:
+          name: robynpy-output-artifact
+          path: junit/test-results.xml
+          retention-days: 30
+      - name: Upload Coverage Report
+        uses: actions/upload-artifact@v4
+        with:
+          name: coverage-report
+          path: htmlcov
+          retention-days: 30

.gitignore

@@ -1,6 +1,9 @@
 .DS_Store
 .Rproj.user
 .Rhistory
+.pyvenv/
+.venv/
+robynpy.egg-info/
 node_modules/
 RobynApp.Rcheck/00_pkg_src/RobynApp/R/ui.R
 RobynApp.Rcheck/00_pkg_src/RobynApp/README.md
@@ -31,3 +34,22 @@ RobynApp.Rcheck/RobynApp/R/RobynApp.rdb
 RobynApp.Rcheck/RobynApp/R/RobynApp.rdx
 RobynApp_1.0.0.tar.gz
 Robyn_Fork.Rproj
+python/src/tutorials/demo.py
+python/.venv
+python/**/.venv
+python/dist
+python/**/__pycache__
+python/.vscode
+python/src/robynpy.egg-info*
+python/oldportedcode
+python/src/tutorials/mytestenv
+*.log
+python/src/tutorials/test_modeling.py
+python/src/tutorials/data/*
+python/src/tutorials/test_modeling.py
+python/src/tutorials/data/R/*
+python/src/tutorials/data/*
+*.pkl
+python/src/robyn/_deprecate/*
+python/src/robyn/tutorials/output/*
+python/src/robyn/debug/*

R/DESCRIPTION

@@ -1,12 +1,12 @@
 Package: Robyn
 Type: Package
 Title: Semi-Automated Marketing Mix Modeling (MMM) from Meta Marketing Science 
-Version: 3.10.6.9003
+Version: 3.12.0.9006
 Authors@R: c(
-    person("Gufeng", "Zhou", , "gufeng@meta.com", c("cre","aut")),
+    person("Gufeng", "Zhou", , "gufeng@meta.com", c("cre", "aut")),
+    person("Igor", "Skokan", , "igorskokan@meta.com", c("aut")),
     person("Bernardo", "Lares", , "laresbernardo@gmail.com", c("aut")),
     person("Leonel", "Sentana", , "leonelsentana@meta.com", c("aut")),
-    person("Igor", "Skokan", , "igorskokan@meta.com", c("aut")),
     person("Meta Platforms, Inc.", role = c("cph", "fnd")))
 Maintainer: Gufeng Zhou <gufeng@meta.com>
 Description: Semi-Automated Marketing Mix Modeling (MMM) aiming to reduce human bias by means of ridge regression and evolutionary algorithms, enables actionable decision making providing a budget allocation and diminishing returns curves and allows ground-truth calibration to account for causation.
@@ -23,15 +23,12 @@ Imports:
     jsonlite,
     lares,
     lubridate,
-    minpack.lm,
     nloptr,
     patchwork,
     prophet,
     reticulate,
     stringr,
     tidyr
-Suggests:
-    shiny
 Config/reticulate:
   list(
     packages = list(
@@ -40,7 +37,7 @@ Config/reticulate:
   )
 URL: https://github.com/facebookexperimental/Robyn, https://facebookexperimental.github.io/Robyn/
 BugReports: https://github.com/facebookexperimental/Robyn/issues
-RoxygenNote: 7.2.3
+RoxygenNote: 7.3.2
 License: MIT + file LICENSE
 Encoding: UTF-8
 LazyData: true

R/NAMESPACE

@@ -17,12 +17,16 @@ export(decomp_plot)
 export(hyper_limits)
 export(hyper_names)
 export(mic_men)
+export(model_decomp)
+export(pareto_front)
 export(plot_adstock)
 export(plot_saturation)
 export(robyn_allocator)
+export(robyn_calibrate)
 export(robyn_clusters)
 export(robyn_converge)
 export(robyn_csv)
+export(robyn_immcarr)
 export(robyn_inputs)
 export(robyn_load)
 export(robyn_mmm)
@@ -38,7 +42,9 @@ export(robyn_save)
 export(robyn_train)
 export(robyn_update)
 export(robyn_write)
+export(run_transformations)
 export(saturation_hill)
+export(set_default_hyppar)
 export(transform_adstock)
 export(ts_validation)
 import(ggplot2)
@@ -59,6 +65,7 @@ importFrom(dplyr,distinct)
 importFrom(dplyr,ends_with)
 importFrom(dplyr,everything)
 importFrom(dplyr,filter)
+importFrom(dplyr,full_join)
 importFrom(dplyr,group_by)
 importFrom(dplyr,lag)
 importFrom(dplyr,left_join)
@@ -106,7 +113,6 @@ importFrom(lares,v2t)
 importFrom(lubridate,day)
 importFrom(lubridate,floor_date)
 importFrom(lubridate,is.Date)
-importFrom(minpack.lm,nlsLM)
 importFrom(nloptr,nloptr)
 importFrom(parallel,detectCores)
 importFrom(patchwork,guide_area)

R/R/.gitignore

@@ -0,0 +1 @@
+Robyn.Rproj