Add model and deployment files

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.rds filter=lfs diff=lfs merge=lfs -text

Dockerfile

@@ -0,0 +1,34 @@
+# Generated by the vetiver package; edit with care
+
+FROM rocker/r-ver:4.3.2
+
+# create a non-root user to run the app
+RUN useradd --create-home appuser
+
+ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest
+ENV HOME=/home/appuser
+WORKDIR $HOME
+
+RUN apt-get update -qq && apt-get install -y --no-install-recommends \
+  default-jdk \
+  libcurl4-openssl-dev \
+  libicu-dev \
+  libsodium-dev \
+  libssl-dev \
+  make \
+  zlib1g-dev \
+  && apt-get clean
+
+COPY vetiver_renv.lock renv.lock
+# Create the .cache directory and give appuser permission to write to it
+RUN mkdir -p /home/appuser/.cache && chown -R appuser:appuser /home/appuser/.cache
+# Create the .cache/pins/url directory and give appuser permission to write to it
+RUN mkdir -p /home/appuser/.cache/pins/url && chown -R appuser:appuser /home/appuser/.cache/pins/url
+
+COPY ciliwung_hecras_kalibrasi_tma_less/ /opt/ml/ciliwung_hecras_kalibrasi_tma_less
+
+RUN Rscript -e "install.packages('renv')"
+RUN Rscript -e "renv::restore()"
+COPY plumber.R /opt/ml/plumber.R
+EXPOSE 7860
+ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 7860)"]

ciliwung_hecras_kalibrasi_tma_less/20240717T030547Z-dbeca/ciliwung_hecras_kalibrasi_tma_less.rds

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:854fd07388f078094ff766b283db18cd0b471b2e56577b0ded7e971e2f3b33cc
+size 23804449

ciliwung_hecras_kalibrasi_tma_less/20240717T030547Z-dbeca/data.txt

@@ -0,0 +1,18 @@
+file: ciliwung_hecras_kalibrasi_tma_less.rds
+file_size: 23804449
+pin_hash: dbecad34bb097fcb
+type: rds
+title: 'ciliwung_hecras_kalibrasi_tma_less: a pinned list'
+description: Model prediksi TMA Cross-Section/River Sta untuk model Hec-Ras kalibrasi
+tags: ~
+urls: ~
+created: 20240717T030547Z
+api_version: 1
+user:
+  required_pkgs:
+  - agua
+  - h2o
+  - parsnip
+  - recipes
+  - workflows
+  renv_lock: ~

plumber.R

@@ -0,0 +1,17 @@
+# Generated by the vetiver package; edit with care
+
+library(pins)
+library(plumber)
+library(rapidoc)
+library(vetiver)
+
+library(agua)
+h2o_start()
+
+b <- board_folder(path = ".")
+v <- vetiver_pin_read(b, "ciliwung_hecras_kalibrasi_tma_less")
+
+#* @plumber
+function(pr) {
+    pr %>% vetiver_api(v)
+}

vetiver_renv.lock

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