refactored images to use the base images

.dockerignore

@@ -0,0 +1,3 @@
+data/
+docs/
+venv/

Makefile

@@ -69,7 +69,7 @@ docs-build:
 
 .PHONY: build
 ## Build source distribution and wheel
-build: style
+build:
 	hatch build
 
 .PHONY: publish
@@ -93,6 +93,13 @@ MODEL_NAME := sf-naive
 IMAGE_TAG := $(ENFOBENCH_VERSION)-$(MODEL_NAME)
 DEFAULT_PORT := 3000
 
+.PHONY: base-images
+## Create docker base image
+base-images:
+	docker build --build-arg DARTS_VERSION=0.27.0 -t $(DOCKER_HUB_REPOSITORY):base-u8darts-0.27.0 ./docker/base/darts
+	docker build --build-arg SKTIME_VERSION=0.24.1 -t $(DOCKER_HUB_REPOSITORY):base-sktime-0.24.1 ./docker/base/sktime
+	docker build --build-arg STATSFORECAST_VERSION=1.5.0 -t $(DOCKER_HUB_REPOSITORY):base-statsforecast-1.5.0 ./docker/base/statsforecast
+
 .PHONY: image
 ## Create docker image
 image:

models/dt-daily-naive/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-u8darts-0.27.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 EXPOSE 3000

models/dt-daily-naive/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-u8darts==0.27.0

models/dt-four-theta/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-u8darts-0.27.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 ENV ENFOBENCH_MODEL_SEASONALITY="1D"

models/dt-four-theta/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-u8darts==0.27.0

models/dt-lightgbm-direct/Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-u8darts-0.27.0
 
 # OpenMP is required by LightGBM
 RUN apt-get update && \
@@ -7,13 +7,8 @@ RUN apt-get update && \
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 ENV ENFOBENCH_MODEL_SEASONALITY="1D"

models/dt-linear-regression/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-u8darts-0.27.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 ENV ENFOBENCH_MODEL_SEASONALITY="1D"

models/dt-linear-regression/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-u8darts==0.27.0

models/dt-naive-mean/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-u8darts-0.27.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 EXPOSE 3000

models/dt-naive-mean/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-u8darts==0.27.0

models/dt-theta/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-u8darts-0.27.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 EXPOSE 3000

models/dt-theta/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-u8darts==0.27.0

models/sf-auto-ces/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-statsforecast-1.5.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 ENV ENFOBENCH_MODEL_SEASONALITY="1D"

models/sf-auto-ces/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-statsforecast==1.5.0

models/sf-historic-average/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-statsforecast-1.5.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 EXPOSE 3000

models/sf-historic-average/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-statsforecast==1.5.0

models/sf-mstl/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-statsforecast-1.5.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 EXPOSE 3000

models/sf-mstl/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-statsforecast==1.5.0

models/sf-naive-seasonal-avg/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-statsforecast-1.5.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 ENV ENFOBENCH_MODEL_SEASONALITY="1D"

models/sf-naive-seasonal-avg/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-statsforecast==1.5.0

models/sf-naive-seasonal/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-statsforecast-1.5.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 ENV ENFOBENCH_MODEL_SEASONALITY="1D"

models/sf-naive-seasonal/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-statsforecast==1.5.0

models/sf-naive/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-statsforecast-1.5.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 EXPOSE 3000

models/sf-naive/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-statsforecast==1.5.0

models/sf-seasonal-es/Dockerfile

@@ -1,15 +1,10 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-statsforecast-1.5.0
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
-
 COPY ./src /usr/local/app/src
 
 ENV ENFOBENCH_MODEL_SEASONALITY="1D"

models/sf-seasonal-es/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-statsforecast==1.5.0

models/st-naive-mean/Dockerfile

@@ -1,14 +1,11 @@
-FROM python:3.11.6-slim-bookworm
+FROM attilabalint/enfobench-demand-models:base-sktime-0.24.1
 
 WORKDIR /usr/local/app
 
 COPY ./requirements.txt /usr/local/app/requirements.txt
-RUN pip install --no-cache-dir --upgrade pip
 RUN pip install --no-cache-dir -r /usr/local/app/requirements.txt
 
-# Polars requires AVX2 CPU instructions, which are not available on the server
-RUN pip uninstall -y polars
-RUN pip install --no-cache-dir polars-lts-cpu
+COPY ./src /usr/local/app/src
 
 COPY ./src /usr/local/app/src
 

models/st-naive-mean/requirements.txt

@@ -1,2 +1 @@
 enfobench>=0.4.0,<0.5.0
-sktime==0.24.1