diff --git a/.ci/Dockerfile b/.ci/Dockerfile
deleted file mode 100644
index 0cdd359..0000000
--- a/.ci/Dockerfile
+++ /dev/null
@@ -1,7 +0,0 @@
-ARG PYTHON_VERSION=3.9
-FROM python:${PYTHON_VERSION}
-
-WORKDIR /code/eland
-RUN python -m pip install nox
-
-COPY . .
diff --git a/.ci/jobs/defaults.yml b/.ci/jobs/defaults.yml
deleted file mode 100755
index dafc8d5..0000000
--- a/.ci/jobs/defaults.yml
+++ /dev/null
@@ -1,82 +0,0 @@
----
-
-##### GLOBAL METADATA
-
-- meta:
-    cluster: clients-ci
-
-##### JOB DEFAULTS
-
-- job:
-    project-type: matrix
-    logrotate:
-      daysToKeep: 30
-      numToKeep: 100
-    parameters:
-    - string:
-        name: branch_specifier
-        default: refs/heads/main
-        description: the Git branch specifier to build (<branchName>, <tagName>,
-          <commitId>, etc.)
-    properties:
-    - github:
-        url: https://github.com/elastic/eland
-    - inject:
-        properties-content: HOME=$JENKINS_HOME
-    concurrent: true
-    node: flyweight
-    scm:
-    - git:
-        name: origin
-        credentials-id: f6c7695a-671e-4f4f-a331-acdce44ff9ba
-        reference-repo: /var/lib/jenkins/.git-references/eland.git
-        branches:
-        - ${branch_specifier}
-        url: git@github.com:elastic/eland.git
-        basedir: ''
-        wipe-workspace: 'True'
-    triggers:
-    - github
-    axes:
-    - axis:
-        type: slave
-        name: label
-        values:
-        - linux
-    - axis:
-        type: yaml
-        filename: .ci/test-matrix.yml
-        name: ELASTICSEARCH_VERSION
-    - axis:
-        type: yaml
-        filename: .ci/test-matrix.yml
-        name: PYTHON_VERSION
-    - axis:
-        type: yaml
-        filename: .ci/test-matrix.yml
-        name: PANDAS_VERSION
-    - axis:
-        type: yaml
-        filename: .ci/test-matrix.yml
-        name: TEST_SUITE
-    yaml-strategy:
-      exclude-key: exclude
-      filename: .ci/test-matrix.yml
-    wrappers:
-      - ansicolor
-      - timeout:
-          type: absolute
-          timeout: 120
-          fail: true
-      - timestamps
-      - workspace-cleanup
-    builders:
-      - shell: |-
-          #!/usr/local/bin/runbld
-          .ci/run-tests
-    publishers:
-      - email:
-          recipients: build-lang-clients@elastic.co
-      - junit:
-          results: "build/output/*-junit.xml"
-          allow-empty-results: true
diff --git a/.ci/jobs/elastic+eland+7.x.yml b/.ci/jobs/elastic+eland+7.x.yml
deleted file mode 100755
index 2dff0e7..0000000
--- a/.ci/jobs/elastic+eland+7.x.yml
+++ /dev/null
@@ -1,14 +0,0 @@
----
-- job:
-    name: elastic+eland+7.x
-    display-name: 'elastic / eland # 7.x'
-    description: Eland is a data science client with a Pandas-like interface
-    junit_results: "*-junit.xml"
-    parameters:
-      - string:
-          name: branch_specifier
-          default: refs/heads/7.x
-          description: The Git branch specifier to build
-    triggers:
-      - github
-      - timed: '@daily'
diff --git a/.ci/jobs/elastic+eland+main.yml b/.ci/jobs/elastic+eland+main.yml
deleted file mode 100755
index 009e80d..0000000
--- a/.ci/jobs/elastic+eland+main.yml
+++ /dev/null
@@ -1,14 +0,0 @@
----
-- job:
-    name: elastic+eland+main
-    display-name: 'elastic / eland # main'
-    description: Eland is a data science client with a Pandas-like interface
-    junit_results: "*-junit.xml"
-    parameters:
-      - string:
-          name: branch_specifier
-          default: refs/heads/main
-          description: The Git branch specifier to build
-    triggers:
-      - github
-      - timed: '@daily'
diff --git a/.ci/jobs/elastic+eland+pull-request.yml b/.ci/jobs/elastic+eland+pull-request.yml
deleted file mode 100644
index 0249070..0000000
--- a/.ci/jobs/elastic+eland+pull-request.yml
+++ /dev/null
@@ -1,19 +0,0 @@
----
-- job:
-    name: elastic+eland+pull-request
-    display-name: 'elastic / eland # pull-request'
-    description: Testing of eland pull requests.
-    scm:
-    - git:
-        branches:
-        - ${ghprbActualCommit}
-        refspec: +refs/pull/*:refs/remotes/origin/pr/*
-    triggers:
-    - github-pull-request:
-        org-list:
-        - elastic
-        allow-whitelist-orgs-as-admins: true
-        github-hooks: true
-        status-context: clients-ci
-        cancel-builds-on-update: true
-    publishers: []
\ No newline at end of file
diff --git a/.ci/run-elasticsearch.sh b/.ci/run-elasticsearch.sh
deleted file mode 100755
index abcde11..0000000
--- a/.ci/run-elasticsearch.sh
+++ /dev/null
@@ -1,189 +0,0 @@
-#!/usr/bin/env bash
-#
-# Launch one or more Elasticsearch nodes via the Docker image,
-# to form a cluster suitable for running the REST API tests.
-#
-# Export the ELASTICSEARCH_VERSION variable, eg. 'elasticsearch:8.0.0-SNAPSHOT'.
-
-# Version 1.0
-# - Initial version of the run-elasticsearch.sh script
-
-
-if [[ -z "$ELASTICSEARCH_VERSION" ]]; then
-  echo -e "\033[31;1mERROR:\033[0m Required environment variable [ELASTICSEARCH_VERSION] not set\033[0m"
-  exit 1
-fi
-
-set -euxo pipefail
-
-SCRIPT_PATH=$(dirname $(realpath -s $0))
-
-moniker=$(echo "$ELASTICSEARCH_VERSION" | tr -C "[:alnum:]" '-')
-suffix=rest-test
-
-NODE_NAME=${NODE_NAME-${moniker}node1}
-MASTER_NODE_NAME=${MASTER_NODE_NAME-${NODE_NAME}}
-CLUSTER_NAME=${CLUSTER_NAME-${moniker}${suffix}}
-HTTP_PORT=${HTTP_PORT-9200}
-
-ELASTIC_PASSWORD=${ELASTIC_PASSWORD-changeme}
-
-DETACH=${DETACH-false}
-CLEANUP=${CLEANUP-false}
-
-volume_name=${NODE_NAME}-${suffix}-data
-network_default=${moniker}${suffix}
-NETWORK_NAME=${NETWORK_NAME-"$network_default"}
-
-set +x
-
-function cleanup_volume {
-  if [[ "$(docker volume ls -q -f name=$1)" ]]; then
-    echo -e "\033[34;1mINFO:\033[0m Removing volume $1\033[0m"
-    (docker volume rm "$1") || true
-  fi
-}
-function container_running {
-  if [[ "$(docker ps -q -f name=$1)" ]]; then 
-    return 0;
-    else return 1;
-  fi
-}
-function cleanup_node {
-  if container_running "$1"; then
-    echo -e "\033[34;1mINFO:\033[0m Removing container $1\033[0m"
-    (docker container rm --force --volumes "$1") || true
-    cleanup_volume "$1-${suffix}-data"
-  fi
-}
-function cleanup_network {
-  if [[ "$(docker network ls -q -f name=$1)" ]]; then
-    echo -e "\033[34;1mINFO:\033[0m Removing network $1\033[0m"
-    (docker network rm "$1") || true
-  fi
-}
-
-function cleanup {
-  if [[ "$DETACH" != "true" ]] || [[ "$1" == "1" ]]; then
-    echo -e "\033[34;1mINFO:\033[0m clean the node and volume on startup (1) OR on exit if not detached\033[0m"
-    cleanup_node "$NODE_NAME"
-  fi
-  if [[ "$DETACH" != "true" ]]; then
-    echo -e "\033[34;1mINFO:\033[0m clean the network if not detached (start and exit)\033[0m"
-    cleanup_network "$NETWORK_NAME"
-  fi
-};
-trap "cleanup 0" EXIT
-
-if [[ "$CLEANUP" == "true" ]]; then
-  trap - EXIT
-  if [[ -z "$(docker network ls -q -f name=${NETWORK_NAME})" ]]; then
-    echo -e "\033[34;1mINFO:\033[0m $NETWORK_NAME is already deleted\033[0m"
-    exit 0
-  fi
-  containers=$(docker network inspect -f '{{ range $key, $value := .Containers }}{{ printf "%s\n" .Name}}{{ end }}' ${NETWORK_NAME})
-  while read -r container; do
-    cleanup_node "$container"
-  done <<< "$containers"
-  cleanup_network "$NETWORK_NAME"
-  echo -e "\033[32;1mSUCCESS:\033[0m Cleaned up and exiting\033[0m"
-  exit 0
-fi
-
-echo -e "\033[34;1mINFO:\033[0m Making sure previous run leftover infrastructure is removed \033[0m"
-cleanup 1
-
-echo -e "\033[34;1mINFO:\033[0m Creating network $NETWORK_NAME if it does not exist already \033[0m"
-docker network inspect "$NETWORK_NAME" > /dev/null 2>&1 || docker network create "$NETWORK_NAME"
-
-environment=($(cat <<-END
-  --env node.name=$NODE_NAME
-  --env cluster.name=$CLUSTER_NAME
-  --env cluster.initial_master_nodes=$MASTER_NODE_NAME
-  --env discovery.seed_hosts=$MASTER_NODE_NAME
-  --env cluster.routing.allocation.disk.threshold_enabled=false
-  --env bootstrap.memory_lock=true
-  --env node.attr.testattr=test
-  --env path.repo=/tmp
-  --env repositories.url.allowed_urls=http://snapshot.test*
-END
-))
-
-volumes=($(cat <<-END
-  --volume $volume_name:/usr/share/elasticsearch/data
-END
-))
-
-if [[ "$ELASTICSEARCH_VERSION" != *oss* ]]; then
-  environment+=($(cat <<-END
-    --env ELASTIC_PASSWORD=$ELASTIC_PASSWORD
-    --env xpack.license.self_generated.type=trial
-    --env xpack.security.enabled=false
-    --env xpack.security.http.ssl.enabled=false
-    --env xpack.security.transport.ssl.enabled=false
-    --env xpack.ml.max_machine_memory_percent=90
-END
-))
-fi
-
-url="http://$NODE_NAME"
-if [[ "$ELASTICSEARCH_VERSION" != *oss* ]]; then
-  url="http://elastic:$ELASTIC_PASSWORD@$NODE_NAME"
-fi
-
-# Pull the container, retry on failures up to 5 times with
-# short delays between each attempt. Fixes most transient network errors.
-docker_pull_attempts=0
-until [ "$docker_pull_attempts" -ge 5 ]
-do
-   docker pull docker.elastic.co/elasticsearch/"$ELASTICSEARCH_VERSION" && break
-   docker_pull_attempts=$((docker_pull_attempts+1))
-   sleep 10
-done
-
-echo -e "\033[34;1mINFO:\033[0m Starting container $NODE_NAME \033[0m"
-set -x
-docker run \
-  --name "$NODE_NAME" \
-  --network "$NETWORK_NAME" \
-  --env ES_JAVA_OPTS=-"Xms2g -Xmx2g" \
-  "${environment[@]}" \
-  "${volumes[@]}" \
-  --publish "$HTTP_PORT":9200 \
-  --ulimit nofile=65536:65536 \
-  --ulimit memlock=-1:-1 \
-  --detach="$DETACH" \
-  --health-cmd="curl --insecure --fail $url:9200/_cluster/health || exit 1" \
-  --health-interval=2s \
-  --health-retries=20 \
-  --health-timeout=2s \
-  --rm \
-  docker.elastic.co/elasticsearch/"$ELASTICSEARCH_VERSION";
-set +x
-
-if [[ "$DETACH" == "true" ]]; then
-  until ! container_running "$NODE_NAME" || (container_running "$NODE_NAME" && [[ "$(docker inspect -f "{{.State.Health.Status}}" ${NODE_NAME})" != "starting" ]]); do
-    echo ""
-    docker inspect -f "{{range .State.Health.Log}}{{.Output}}{{end}}" ${NODE_NAME}
-    echo -e "\033[34;1mINFO:\033[0m waiting for node $NODE_NAME to be up\033[0m"
-    sleep 2;
-  done;
-
-  # Always show logs if the container is running, this is very useful both on CI as well as while developing
-  if container_running $NODE_NAME; then
-    docker logs $NODE_NAME
-  fi
-
-  if ! container_running $NODE_NAME || [[ "$(docker inspect -f "{{.State.Health.Status}}" ${NODE_NAME})" != "healthy" ]]; then
-    cleanup 1
-    echo
-    echo -e "\033[31;1mERROR:\033[0m Failed to start ${ELASTICSEARCH_VERSION} in detached mode beyond health checks\033[0m"
-    echo -e "\033[31;1mERROR:\033[0m dumped the docker log before shutting the node down\033[0m"
-    exit 1
-  else
-    echo
-    echo -e "\033[32;1mSUCCESS:\033[0m Detached and healthy: ${NODE_NAME} on docker network: ${NETWORK_NAME}\033[0m"
-    echo -e "\033[32;1mSUCCESS:\033[0m Running on: ${url/$NODE_NAME/localhost}:${HTTP_PORT}\033[0m"
-    exit 0
-  fi
-fi
diff --git a/.ci/run-repository.sh b/.ci/run-repository.sh
deleted file mode 100755
index d068992..0000000
--- a/.ci/run-repository.sh
+++ /dev/null
@@ -1,39 +0,0 @@
-#!/usr/bin/env bash
-#
-# Called by entry point `run-test` use this script to add your repository specific test commands
-#
-# Once called Elasticsearch is up and running and the following parameters are available to this script
-
-# ELASTICSEARCH_VERSION -- version e.g Major.Minor.Patch(-Prelease)
-# ELASTICSEARCH_CONTAINER -- the docker moniker as a reference to know which docker image distribution is used
-# ELASTICSEARCH_URL -- The url at which elasticsearch is reachable
-# NETWORK_NAME -- The docker network name
-# NODE_NAME -- The docker container name also used as Elasticsearch node name
-
-# When run in CI the test-matrix is used to define additional variables
-
-# TEST_SUITE -- either `oss` or `xpack`, defaults to `oss` in `run-tests`
-#
-
-PYTHON_VERSION=${PYTHON_VERSION-3.8}
-echo -e "\033[34;1mINFO:\033[0m URL ${ELASTICSEARCH_URL}\033[0m"
-echo -e "\033[34;1mINFO:\033[0m VERSION ${ELASTICSEARCH_VERSION}\033[0m"
-echo -e "\033[34;1mINFO:\033[0m CONTAINER ${ELASTICSEARCH_CONTAINER}\033[0m"
-echo -e "\033[34;1mINFO:\033[0m TEST_SUITE ${TEST_SUITE}\033[0m"
-echo -e "\033[34;1mINFO:\033[0m PYTHON_VERSION ${PYTHON_VERSION}\033[0m"
-echo -e "\033[34;1mINFO:\033[0m PANDAS_VERSION ${PANDAS_VERSION}\033[0m"
-
-echo -e "\033[1m>>>>> Build [elastic/eland container] >>>>>>>>>>>>>>>>>>>>>>>>>>>>>\033[0m"
-
-docker build --file .ci/Dockerfile --tag elastic/eland --build-arg PYTHON_VERSION=${PYTHON_VERSION} .
-
-echo -e "\033[1m>>>>> Run [elastic/eland container] >>>>>>>>>>>>>>>>>>>>>>>>>>>>>\033[0m"
-
-docker run \
-  --network=${NETWORK_NAME} \
-  --env "ELASTICSEARCH_HOST=${ELASTICSEARCH_URL}" \
-  --env "TEST_SUITE=${TEST_SUITE}" \
-  --name eland-test-runner \
-  --rm \
-  elastic/eland \
-  nox -s "test-${PYTHON_VERSION}(pandas_version='${PANDAS_VERSION}')"
diff --git a/.ci/run-tests b/.ci/run-tests
deleted file mode 100755
index 2567314..0000000
--- a/.ci/run-tests
+++ /dev/null
@@ -1,61 +0,0 @@
-#!/usr/bin/env bash
-#
-# Version 1.0
-# - Moved to .ci folder and seperated out `run-repository.sh`
-
-if [[ -z $ELASTICSEARCH_VERSION ]]; then
-  echo -e "\033[31;1mERROR:\033[0m Required environment variable [ELASTICSEARCH_VERSION] not set\033[0m"
-  exit 1
-fi
-set -euxo pipefail
-
-
-TEST_SUITE=${TEST_SUITE-xpack}
-NODE_NAME=localhost
-PANDAS_VERSION=${PANDAS_VERSION-1.5.0}
-
-
-elasticsearch_image=elasticsearch
-elasticsearch_url=http://elastic:changeme@${NODE_NAME}:9200
-if [[ $TEST_SUITE != "xpack" ]]; then
-  elasticsearch_image=elasticsearch-${TEST_SUITE}
-  elasticsearch_url=http://${NODE_NAME}:9200
-fi
-
-function cleanup {
-  status=$?
-  set +x
-  ELASTICSEARCH_VERSION=${elasticsearch_image}:${ELASTICSEARCH_VERSION} \
-    NODE_NAME=${NODE_NAME} \
-    NETWORK_NAME=elasticsearch \
-    CLEANUP=true \
-    bash ./.ci/run-elasticsearch.sh
-  # Report status and exit
-  if [[ "$status" == "0" ]]; then
-    echo -e "\n\033[32;1mSUCCESS run-tests\033[0m"
-    exit 0
-  else
-    echo -e "\n\033[31;1mFAILURE during run-tests\033[0m"
-    exit ${status}
-  fi
-}
-trap cleanup EXIT
-
-echo -e "\033[1m>>>>> Start [$ELASTICSEARCH_VERSION container] >>>>>>>>>>>>>>>>>>>>>>>>>>>>>\033[0m"
-
-ELASTICSEARCH_VERSION=${elasticsearch_image}:${ELASTICSEARCH_VERSION} \
-  NODE_NAME=${NODE_NAME} \
-  NETWORK_NAME=host \
-  DETACH=true \
-  bash .ci/run-elasticsearch.sh
-
-echo -e "\033[1m>>>>> Repository specific tests >>>>>>>>>>>>>>>>>>>>>>>>>>>>>\033[0m"
-
-ELASTICSEARCH_CONTAINER=${elasticsearch_image}:${ELASTICSEARCH_VERSION} \
-  NETWORK_NAME=host \
-  NODE_NAME=${NODE_NAME} \
-  ELASTICSEARCH_URL=${elasticsearch_url} \
-  TEST_SUITE=${TEST_SUITE} \
-  PANDAS_VERSION=${PANDAS_VERSION} \
-  bash .ci/run-repository.sh
-
diff --git a/.ci/test-matrix.yml b/.ci/test-matrix.yml
deleted file mode 100644
index 5b4ed7a..0000000
--- a/.ci/test-matrix.yml
+++ /dev/null
@@ -1,19 +0,0 @@
----
-
-ELASTICSEARCH_VERSION:
-  - '8.6.0-SNAPSHOT'
-  - '8.7.0-SNAPSHOT'
-  - '8.8.0-SNAPSHOT'
-
-PANDAS_VERSION:
-  - '1.5.0'
-
-PYTHON_VERSION:
-  - '3.10'
-  - '3.9'
-  - '3.8'
-
-TEST_SUITE:
-  - xpack
-
-exclude: ~