diff --git a/deploy_timesketch.sh b/deploy_timesketch.sh
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+++ b/deploy_timesketch.sh
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+#!/bin/bash
+# Copyright 2020 Google Inc. All rights reserved.
+#
+# Licensed 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.
+
+set -e
+
+# Exit early if run as non-root user.
+if [ "$EUID" -ne 0 ]; then
+  echo "ERROR: This script need to run as root."
+  exit 1
+fi
+
+# Exit early if a timesketch directory already exists.
+if [ -d "./timesketch" ]; then
+  echo "ERROR: Timesketch directory already exist."
+  exit 1
+fi
+
+# Exit early if docker is not available.
+if [ "$(systemctl is-active docker)" != "active" ]; then
+  echo "ERROR: Docker is not available."
+  echo "See: https://docs.docker.com/engine/install/ubuntu/"
+  exit 1
+fi
+
+# Exit early if docker-compose is not installed.
+if ! command -v docker-compose; then
+  echo "ERROR: docker-compose is not installed."
+  exit 1
+fi
+
+# Exit early if there are Timesketch containers already running.
+if [ ! -z "$(docker ps | grep timesketch)" ]; then
+  echo "ERROR: Timesketch containers already running."
+  exit 1
+fi
+
+# Tweak for Elasticsearch
+echo "* Setting vm.max_map_count for Elasticsearch"
+sysctl -q -w vm.max_map_count=262144
+if [ -z "$(grep vm.max_map_count /etc/sysctl.conf)" ]; then
+  echo "vm.max_map_count=262144" >> /etc/sysctl.conf
+fi
+
+# Create dirs
+mkdir -p timesketch/{data/postgresql,data/elasticsearch,logs,etc,etc/timesketch,etc/timesketch/sigma/rules,upload}
+
+echo -n "* Setting default config parameters.."
+POSTGRES_USER="timesketch"
+POSTGRES_PASSWORD="$(< /dev/urandom tr -dc A-Za-z0-9 | head -c 32 ; echo)"
+POSTGRES_ADDRESS="postgres"
+POSTGRES_PORT=5432
+SECRET_KEY="$(< /dev/urandom tr -dc A-Za-z0-9 | head -c 32 ; echo)"
+ELASTIC_ADDRESS="elasticsearch"
+ELASTIC_PORT=9200
+REDIS_ADDRESS="redis"
+REDIS_PORT=6379
+GITHUB_BASE_URL="https://raw.githubusercontent.com/google/timesketch/master"
+ELASTIC_MEM_USE_GB=$(cat /proc/meminfo | grep MemTotal | awk '{printf "%.0f", ($2 / 1000000 / 2)}')
+echo "OK"
+echo "* Setting Elasticsearch memory allocation to ${ELASTIC_MEM_USE_GB}GB"
+
+# Docker compose and configuration
+echo -n "* Fetching configuration files.."
+curl -s $GITHUB_BASE_URL/docker/release/docker-compose.yml > timesketch/docker-compose.yml
+curl -s $GITHUB_BASE_URL/docker/release/config.env > timesketch/config.env
+
+# Fetch default Timesketch config files
+curl -s $GITHUB_BASE_URL/data/timesketch.conf > timesketch/etc/timesketch/timesketch.conf
+curl -s $GITHUB_BASE_URL/data/tags.yaml > timesketch/etc/timesketch/tags.yaml
+curl -s $GITHUB_BASE_URL/data/plaso.mappings > timesketch/etc/timesketch/plaso.mappings
+curl -s $GITHUB_BASE_URL/data/features.yaml > timesketch/etc/timesketch/features.yaml
+curl -s $GITHUB_BASE_URL/data/sigma_config.yaml > timesketch/etc/timesketch/sigma_config.yaml
+curl -s $GITHUB_BASE_URL/data/sigma/rules/lnx_susp_zenmap.yml > timesketch/etc/timesketch/sigma/rules/lnx_susp_zenmap.yml
+curl -s $GITHUB_BASE_URL/contrib/nginx.conf > timesketch/etc/nginx.conf
+echo "OK"
+
+# Create a minimal Timesketch config
+echo -n "* Edit configuration files.."
+sed -i 's#SECRET_KEY = \x27\x3CKEY_GOES_HERE\x3E\x27#SECRET_KEY = \x27'$SECRET_KEY'\x27#' timesketch/etc/timesketch/timesketch.conf
+
+# Set up the Elastic connection
+sed -i 's#^ELASTIC_HOST = \x27127.0.0.1\x27#ELASTIC_HOST = \x27'$ELASTIC_ADDRESS'\x27#' timesketch/etc/timesketch/timesketch.conf
+sed -i 's#^ELASTIC_PORT = 9200#ELASTIC_PORT = '$ELASTIC_PORT'#' timesketch/etc/timesketch/timesketch.conf
+
+# Set up the Redis connection
+sed -i 's#^UPLOAD_ENABLED = False#UPLOAD_ENABLED = True#' timesketch/etc/timesketch/timesketch.conf
+sed -i 's#^UPLOAD_FOLDER = \x27/tmp\x27#UPLOAD_FOLDER = \x27/usr/share/timesketch/upload\x27#' timesketch/etc/timesketch/timesketch.conf
+
+sed -i 's#^CELERY_BROKER_URL =.*#CELERY_BROKER_URL = \x27redis://'$REDIS_ADDRESS':'$REDIS_PORT'\x27#' timesketch/etc/timesketch/timesketch.conf
+sed -i 's#^CELERY_RESULT_BACKEND =.*#CELERY_RESULT_BACKEND = \x27redis://'$REDIS_ADDRESS':'$REDIS_PORT'\x27#' timesketch/etc/timesketch/timesketch.conf
+
+# Set up the Postgres connection
+sed -i 's#postgresql://<USERNAME>:<PASSWORD>@localhost#postgresql://'$POSTGRES_USER':'$POSTGRES_PASSWORD'@'$POSTGRES_ADDRESS':'$POSTGRES_PORT'#' timesketch/etc/timesketch/timesketch.conf
+
+sed -i 's#^POSTGRES_PASSWORD=#POSTGRES_PASSWORD='$POSTGRES_PASSWORD'#' timesketch/config.env
+sed -i 's#^ELASTIC_MEM_USE_GB=#ELASTIC_MEM_USE_GB='$ELASTIC_MEM_USE_GB'#' timesketch/config.env
+
+echo "\n* Turning off autostart.."
+sed -i '/restart: always/d' timesketch/docker-compose.yml 
+
+ln -s ./config.env ./timesketch/.env
+echo "OK"
+echo "* Installation done."
+
+echo
+echo "Start the system:"
+echo "1. cd timesketch"
+echo "2. docker-compose up -d"
+echo "3. docker-compose exec timesketch-web tsctl add_user --username <USERNAME>"
+echo
+echo "WARNING: The server is running without encryption."
+echo "Follow the instructions to enable SSL to secure the communications:"
+echo "https://github.com/google/timesketch/blob/master/docs/Installation.md"
+echo
+echo