#!/usr/bin/env bash

#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements.  See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use this file except in compliance with
# the License.  You may obtain a copy of the License at
#
#    http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#

# This file is used for Binder integration to install PySpark available in
# Jupyter notebook.

# SPARK-45706: Should fail fast. Otherwise, the Binder image is successfully
# built, and it cannot be rebuilt.
set -o pipefail
set -e

VERSION=$(python -c "exec(open('python/pyspark/version.py').read()); print(__version__)")
TAG=$(git describe --tags --exact-match 2> /dev/null || true)

# If a commit is tagged, exactly specified version of pyspark should be installed to avoid
# a kind of accident that an old version of pyspark is installed in the live notebook environment.
# See SPARK-37170
if [ -n "$TAG" ]; then
  SPECIFIER="=="
else
  SPECIFIER="<="
fi

pip install plotly "pandas<2.0.0" "pyspark[sql,ml,mllib,pandas_on_spark,connect]$SPECIFIER$VERSION"

# Set 'PYARROW_IGNORE_TIMEZONE' to suppress warnings from PyArrow.
echo "export PYARROW_IGNORE_TIMEZONE=1" >> ~/.profile

# Add sbin to PATH to run `start-connect-server.sh`.
SPARK_HOME=$(python -c "from pyspark.find_spark_home import _find_spark_home; print(_find_spark_home())")
echo "export PATH=${PATH}:${SPARK_HOME}/sbin" >> ~/.profile
echo "export SPARK_HOME=${SPARK_HOME}" >> ~/.profile

# Add Spark version to env for running command dynamically based on Spark version.
SPARK_VERSION=$(python -c "import pyspark; print(pyspark.__version__)")
echo "export SPARK_VERSION=${SPARK_VERSION}" >> ~/.profile

# Suppress warnings from Spark jobs, and UI progress bar.
mkdir -p ~/.ipython/profile_default/startup
echo "from pyspark.sql import SparkSession
SparkSession.builder.config('spark.ui.showConsoleProgress', 'false').getOrCreate().sparkContext.setLogLevel('FATAL')
" > ~/.ipython/profile_default/startup/00-init.py