diff --git a/distribution/lambda/Makefile b/distribution/lambda/Makefile
index 92b9e04c84a..3ccd3633ea9 100644
--- a/distribution/lambda/Makefile
+++ b/distribution/lambda/Makefile
@@ -56,7 +56,7 @@ indexer-package-path:
 searcher-package-path:
 	echo -n $(SEARCHER_PACKAGE_PATH)
 
-bootstrap: package check-env
+bootstrap:
 	cdk bootstrap aws://$$CDK_ACCOUNT/$$CDK_REGION
 
 deploy-hdfs: package check-env
@@ -65,17 +65,20 @@ deploy-hdfs: package check-env
 deploy-mock-data: package check-env
 	cdk deploy -a cdk/app.py MockDataStack
 
+print-mock-data-metastore: check-env
+	python -c 'from cdk import cli; cli.print_mock_data_metastore()'
+
 # address https://github.com/aws/aws-cdk/issues/20060
 before-destroy:
 	mkdir -p cdk.out
 	touch $(INDEXER_PACKAGE_PATH)
 	touch $(SEARCHER_PACKAGE_PATH)
 
-destroy-hdfs: before-destroy
+destroy-hdfs: before-destroy check-env
 	python -c 'from cdk import cli; cli.empty_hdfs_bucket()'
 	cdk destroy  --force -a cdk/app.py HdfsStack
 
-destroy-mock-data: before-destroy
+destroy-mock-data: before-destroy check-env
 	python -c 'from cdk import cli; cli.empty_mock_data_buckets()'
 	cdk destroy  --force -a cdk/app.py MockDataStack
 
@@ -108,6 +111,7 @@ bench-index:
 	done
 
 bench-search-term:
+	export QW_LAMBDA_LOG_SPAN_BOUNDARIES=true
 	mem_sizes=( 1024 2048 4096 8192 )
 	for mem_size in "$${mem_sizes[@]}"
 	do
@@ -117,6 +121,7 @@ bench-search-term:
 	done
 
 bench-search-histogram:
+	export QW_LAMBDA_LOG_SPAN_BOUNDARIES=true
 	mem_sizes=( 1024 2048 4096 8192 )
 	for mem_size in "$${mem_sizes[@]}"
 	do
diff --git a/distribution/lambda/cdk/cli.py b/distribution/lambda/cdk/cli.py
index bfffc5f846a..0cb9d522770 100644
--- a/distribution/lambda/cdk/cli.py
+++ b/distribution/lambda/cdk/cli.py
@@ -316,6 +316,15 @@ def empty_mock_data_buckets():
     _clean_s3_bucket(bucket_name)
 
 
+def print_mock_data_metastore():
+    bucket_name = _get_cloudformation_output_value(
+        app.MOCK_DATA_STACK_NAME, mock_data_stack.INDEX_STORE_BUCKET_NAME_EXPORT_NAME
+    )
+    s3 = session.client("s3")
+    response = s3.get_object(Bucket=bucket_name, Key="index/mock-sales/metastore.json")
+    print(response["Body"].read().decode())
+
+
 @cache
 def _git_commit():
     return subprocess.run(
diff --git a/distribution/lambda/cdk/stacks/examples/mock_data_stack.py b/distribution/lambda/cdk/stacks/examples/mock_data_stack.py
index a83e4546075..4822e69723a 100644
--- a/distribution/lambda/cdk/stacks/examples/mock_data_stack.py
+++ b/distribution/lambda/cdk/stacks/examples/mock_data_stack.py
@@ -12,7 +12,7 @@
 from constructs import Construct
 import yaml
 
-from ..services.quickwit_service import QuickwitService
+from ..services import quickwit_service
 
 SEARCHER_FUNCTION_NAME_EXPORT_NAME = "mock-data-searcher-function-name"
 INDEX_STORE_BUCKET_NAME_EXPORT_NAME = "mock-data-index-store-bucket-name"
@@ -28,7 +28,7 @@ def __init__(
         scope: Construct,
         construct_id: str,
         index_id: str,
-        qw_svc: QuickwitService,
+        qw_svc: quickwit_service.QuickwitService,
         **kwargs,
     ):
         super().__init__(scope, construct_id, **kwargs)
@@ -83,7 +83,7 @@ def __init__(
         scope: Construct,
         construct_id: str,
         index_id: str,
-        qw_svc: QuickwitService,
+        qw_svc: quickwit_service.QuickwitService,
         api_key: str,
         **kwargs,
     ) -> None:
@@ -149,12 +149,15 @@ def __init__(
             "mock-data-index-config",
             path=index_config_local_path,
         )
-        qw_svc = QuickwitService(
+        lambda_env = quickwit_service.extract_local_env()
+        qw_svc = quickwit_service.QuickwitService(
             self,
             "Quickwit",
             index_id=index_id,
             index_config_bucket=index_config.s3_bucket_name,
             index_config_key=index_config.s3_object_key,
+            indexer_environment=lambda_env,
+            searcher_environment=lambda_env,
             indexer_package_location=indexer_package_location,
             searcher_package_location=searcher_package_location,
         )
diff --git a/distribution/lambda/cdk/stacks/services/indexer_service.py b/distribution/lambda/cdk/stacks/services/indexer_service.py
index 1dee9230e6f..65a32ffb8a6 100644
--- a/distribution/lambda/cdk/stacks/services/indexer_service.py
+++ b/distribution/lambda/cdk/stacks/services/indexer_service.py
@@ -32,7 +32,9 @@ def __init__(
                 "QW_LAMBDA_INDEX_CONFIG_URI": f"s3://{index_config_bucket}/{index_config_key}",
                 **environment,
             },
-            timeout=aws_cdk.Duration.minutes(15),
+            # use a strict timeout and retry policy to avoid unexpected costs
+            timeout=aws_cdk.Duration.minutes(1),
+            retry_attempts=0,
             reserved_concurrent_executions=1,
             memory_size=memory_size,
             ephemeral_storage_size=aws_cdk.Size.gibibytes(10),
diff --git a/distribution/lambda/cdk/stacks/services/quickwit_service.py b/distribution/lambda/cdk/stacks/services/quickwit_service.py
index 2887983f1c1..d0505b63faf 100644
--- a/distribution/lambda/cdk/stacks/services/quickwit_service.py
+++ b/distribution/lambda/cdk/stacks/services/quickwit_service.py
@@ -12,8 +12,12 @@
 
 
 def extract_local_env() -> dict[str, str]:
-    """Extracts local environment variables that start with QW_LAMBDA_"""
-    return {k: os.environ[k] for k in os.environ.keys() if k.startswith("QW_LAMBDA_")}
+    """Extracts local environment variables QW_LAMBDA_* and QW_DISABLE_TELEMETRY"""
+    return {
+        k: os.environ[k]
+        for k in os.environ.keys()
+        if (k.startswith("QW_LAMBDA_") or k == "QW_DISABLE_TELEMETRY")
+    }
 
 
 class QuickwitService(Construct):
diff --git a/distribution/lambda/poetry.lock b/distribution/lambda/poetry.lock
index ab968fb152b..b36e6549b40 100644
--- a/distribution/lambda/poetry.lock
+++ b/distribution/lambda/poetry.lock
@@ -1,36 +1,37 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "aws-cdk-asset-awscli-v1"
-version = "2.2.201"
+version = "2.2.202"
 description = "A library that contains the AWS CLI for use in Lambda Layers"
 optional = false
-python-versions = "~=3.7"
+python-versions = "~=3.8"
 files = [
-    {file = "aws-cdk.asset-awscli-v1-2.2.201.tar.gz", hash = "sha256:88d1c269fd5cf8c9f6e0464ed22e2d4f269dfd5b36b8c4d37687bdba9c269839"},
-    {file = "aws_cdk.asset_awscli_v1-2.2.201-py3-none-any.whl", hash = "sha256:56fe2ef91d3c8d33559aa32d2130e5f35f23af1fb82f06648ebbc82ffe0a5879"},
+    {file = "aws-cdk.asset-awscli-v1-2.2.202.tar.gz", hash = "sha256:3ef87d6530736b3a7b0f777fe3b4297994dd40c3ce9306d95f80f48fb18036e8"},
+    {file = "aws_cdk.asset_awscli_v1-2.2.202-py3-none-any.whl", hash = "sha256:96205ea2e5e132ec52fabfff37ea25b9b859498f167d05b32564c949822cd331"},
 ]
 
 [package.dependencies]
-jsii = ">=1.91.0,<2.0.0"
+jsii = ">=1.93.0,<2.0.0"
 publication = ">=0.0.3"
 typeguard = ">=2.13.3,<2.14.0"
 
@@ -68,21 +69,21 @@ typeguard = ">=2.13.3,<2.14.0"
 
 [[package]]
 name = "aws-cdk-lib"
-version = "2.110.1"
+version = "2.133.0"
 description = "Version 2 of the AWS Cloud Development Kit library"
 optional = false
-python-versions = "~=3.7"
+python-versions = "~=3.8"
 files = [
-    {file = "aws-cdk-lib-2.110.1.tar.gz", hash = "sha256:f9780664b70e11aa886ef42fdb4e45dab180721e42eb8a4575617573a8e46ed0"},
-    {file = "aws_cdk_lib-2.110.1-py3-none-any.whl", hash = "sha256:63f234360832f08ae7a767fa1e3f6775ceeef0b8f9a75aa9ec7b79642c1fee21"},
+    {file = "aws-cdk-lib-2.133.0.tar.gz", hash = "sha256:ef09b237f6840bdaae5081b35bbc9566a9bc38aaf6bd736441db9ee06298312e"},
+    {file = "aws_cdk_lib-2.133.0-py3-none-any.whl", hash = "sha256:59c534e54e2b68ef514b41c5799f65094a0e580a6e0b5f0a275409d34d4bafc7"},
 ]
 
 [package.dependencies]
-"aws-cdk.asset-awscli-v1" = ">=2.2.201,<3.0.0"
+"aws-cdk.asset-awscli-v1" = ">=2.2.202,<3.0.0"
 "aws-cdk.asset-kubectl-v20" = ">=2.1.2,<3.0.0"
 "aws-cdk.asset-node-proxy-agent-v6" = ">=2.0.1,<3.0.0"
 constructs = ">=10.0.0,<11.0.0"
-jsii = ">=1.91.0,<2.0.0"
+jsii = ">=1.94.0,<2.0.0"
 publication = ">=0.0.3"
 typeguard = ">=2.13.3,<2.14.0"
 
@@ -134,32 +135,32 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.29.5"
+version = "1.34.67"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.29.5-py3-none-any.whl", hash = "sha256:030b0f0faf8d44f97e67a5411644243482f33ebf1c45338bb40662239a16dda4"},
-    {file = "boto3-1.29.5.tar.gz", hash = "sha256:76fc6a17781c27558c526e899579ccf530df10eb279261fe7800540f0043917e"},
+    {file = "boto3-1.34.67-py3-none-any.whl", hash = "sha256:473febdf2606cf36f14c470dc3ff1b986efac15f69e37eb0fd728d42749065dd"},
+    {file = "boto3-1.34.67.tar.gz", hash = "sha256:950161d438ae1bf31374f04175e5f2624a5de8109674ff80f4de5d962313072a"},
 ]
 
 [package.dependencies]
-botocore = ">=1.32.5,<1.33.0"
+botocore = ">=1.34.67,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.7.0,<0.8.0"
+s3transfer = ">=0.10.0,<0.11.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.29.5"
-description = "Type annotations for boto3 1.29.5 generated with mypy-boto3-builder 7.20.3"
+version = "1.34.67"
+description = "Type annotations for boto3 1.34.67 generated with mypy-boto3-builder 7.23.2"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "boto3-stubs-1.29.5.tar.gz", hash = "sha256:62d7e2f6dbadb9d5900f661b87a69c1be39acf14326908ad207f199f8dd00fd2"},
-    {file = "boto3_stubs-1.29.5-py3-none-any.whl", hash = "sha256:28076d8fceaa0c40de9c10408e941eacf80363702d6f6a087981e611aa2abfc1"},
+    {file = "boto3-stubs-1.34.67.tar.gz", hash = "sha256:0a528ac7802070a7f9552482b9f8909f7333c6a348ab685ed14407f3bda42be4"},
+    {file = "boto3_stubs-1.34.67-py3-none-any.whl", hash = "sha256:dcdfcc6961d33761028160158d7fc86f87b8aa66fe69adafd0f803b2cec1bccc"},
 ]
 
 [package.dependencies]
@@ -168,398 +169,417 @@ types-s3transfer = "*"
 typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
 
 [package.extras]
-accessanalyzer = ["mypy-boto3-accessanalyzer (>=1.29.0,<1.30.0)"]
-account = ["mypy-boto3-account (>=1.29.0,<1.30.0)"]
-acm = ["mypy-boto3-acm (>=1.29.0,<1.30.0)"]
-acm-pca = ["mypy-boto3-acm-pca (>=1.29.0,<1.30.0)"]
-alexaforbusiness = ["mypy-boto3-alexaforbusiness (>=1.29.0,<1.30.0)"]
-all = ["mypy-boto3-accessanalyzer (>=1.29.0,<1.30.0)", "mypy-boto3-account (>=1.29.0,<1.30.0)", "mypy-boto3-acm (>=1.29.0,<1.30.0)", "mypy-boto3-acm-pca (>=1.29.0,<1.30.0)", "mypy-boto3-alexaforbusiness (>=1.29.0,<1.30.0)", "mypy-boto3-amp (>=1.29.0,<1.30.0)", "mypy-boto3-amplify (>=1.29.0,<1.30.0)", "mypy-boto3-amplifybackend (>=1.29.0,<1.30.0)", "mypy-boto3-amplifyuibuilder (>=1.29.0,<1.30.0)", "mypy-boto3-apigateway (>=1.29.0,<1.30.0)", "mypy-boto3-apigatewaymanagementapi (>=1.29.0,<1.30.0)", "mypy-boto3-apigatewayv2 (>=1.29.0,<1.30.0)", "mypy-boto3-appconfig (>=1.29.0,<1.30.0)", "mypy-boto3-appconfigdata (>=1.29.0,<1.30.0)", "mypy-boto3-appfabric (>=1.29.0,<1.30.0)", "mypy-boto3-appflow (>=1.29.0,<1.30.0)", "mypy-boto3-appintegrations (>=1.29.0,<1.30.0)", "mypy-boto3-application-autoscaling (>=1.29.0,<1.30.0)", "mypy-boto3-application-insights (>=1.29.0,<1.30.0)", "mypy-boto3-applicationcostprofiler (>=1.29.0,<1.30.0)", "mypy-boto3-appmesh (>=1.29.0,<1.30.0)", "mypy-boto3-apprunner (>=1.29.0,<1.30.0)", "mypy-boto3-appstream (>=1.29.0,<1.30.0)", "mypy-boto3-appsync (>=1.29.0,<1.30.0)", "mypy-boto3-arc-zonal-shift (>=1.29.0,<1.30.0)", "mypy-boto3-athena (>=1.29.0,<1.30.0)", "mypy-boto3-auditmanager (>=1.29.0,<1.30.0)", "mypy-boto3-autoscaling (>=1.29.0,<1.30.0)", "mypy-boto3-autoscaling-plans (>=1.29.0,<1.30.0)", "mypy-boto3-backup (>=1.29.0,<1.30.0)", "mypy-boto3-backup-gateway (>=1.29.0,<1.30.0)", "mypy-boto3-backupstorage (>=1.29.0,<1.30.0)", "mypy-boto3-batch (>=1.29.0,<1.30.0)", "mypy-boto3-bedrock (>=1.29.0,<1.30.0)", "mypy-boto3-bedrock-runtime (>=1.29.0,<1.30.0)", "mypy-boto3-billingconductor (>=1.29.0,<1.30.0)", "mypy-boto3-braket (>=1.29.0,<1.30.0)", "mypy-boto3-budgets (>=1.29.0,<1.30.0)", "mypy-boto3-ce (>=1.29.0,<1.30.0)", "mypy-boto3-chime (>=1.29.0,<1.30.0)", "mypy-boto3-chime-sdk-identity (>=1.29.0,<1.30.0)", "mypy-boto3-chime-sdk-media-pipelines (>=1.29.0,<1.30.0)", "mypy-boto3-chime-sdk-meetings (>=1.29.0,<1.30.0)", 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+urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.19.12)"]
+crt = ["awscrt (==0.19.19)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.32.5"
+version = "1.34.67"
 description = "Type annotations and code completion for botocore"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -570,18 +590,19 @@ botocore = ["botocore"]
 
 [[package]]
 name = "cargo-lambda"
-version = "0.21.1"
+version = "1.1.0"
 description = "Cargo subcommand to work with AWS Lambda"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -589,28 +610,28 @@ ziglang = ">=0.10.0"
 
 [[package]]
 name = "cattrs"
-version = "23.1.2"
+version = "23.2.3"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
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+typing-extensions = {version = ">=4.1.0,<4.6.3 || >4.6.3", markers = "python_version < \"3.11\""}
 
 [package.extras]
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-tomlkit = ["tomlkit (>=0.11.4,<0.12.0)"]
-ujson = ["ujson (>=5.4.0,<6.0.0)"]
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+msgpack = ["msgpack (>=1.0.5)"]
+orjson = ["orjson (>=3.9.2)"]
+pyyaml = ["pyyaml (>=6.0)"]
+tomlkit = ["tomlkit (>=0.11.8)"]
+ujson = ["ujson (>=5.7.0)"]
 
 [[package]]
 name = "click"
@@ -669,18 +690,18 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "importlib-resources"
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+version = "6.4.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "jmespath"
@@ -695,18 +716,18 @@ files = [
 
 [[package]]
 name = "jsii"
-version = "1.92.0"
+version = "1.95.0"
 description = "Python client for jsii runtime"
 optional = false
 python-versions = "~=3.8"
 files = [
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+cattrs = ">=1.8,<23.3"
 importlib-resources = ">=5.2.0"
 publication = ">=0.0.3"
 python-dateutil = "*"
@@ -715,38 +736,38 @@ typing-extensions = ">=3.8,<5.0"
 
 [[package]]
 name = "mypy"
-version = "1.7.0"
+version = "1.9.0"
 description = "Optional static typing for Python"
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -773,40 +794,40 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "23.2"
+version = "24.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "platformdirs"
-version = "4.0.0"
+version = "4.2.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
+docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
 
 [[package]]
 name = "publication"
@@ -821,13 +842,13 @@ files = [
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -845,7 +866,6 @@ files = [
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@@ -853,16 +873,8 @@ files = [
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@@ -879,7 +891,6 @@ files = [
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@@ -887,7 +898,6 @@ files = [
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@@ -895,20 +905,20 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.7.0"
+version = "0.10.1"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 files = [
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+    {file = "s3transfer-0.10.1-py3-none-any.whl", hash = "sha256:ceb252b11bcf87080fb7850a224fb6e05c8a776bab8f2b64b7f25b969464839d"},
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 ]
 
 [package.dependencies]
-botocore = ">=1.12.36,<2.0a.0"
+botocore = ">=1.33.2,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "six"
@@ -949,35 +959,35 @@ test = ["mypy", "pytest", "typing-extensions"]
 
 [[package]]
 name = "types-awscrt"
-version = "0.19.13"
+version = "0.20.5"
 description = "Type annotations and code completion for awscrt"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
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+    {file = "types_awscrt-0.20.5.tar.gz", hash = "sha256:61811bbf4de95248939f9276a434be93d2b95f6ccfe8aa94e56999e9778cfcc2"},
 ]
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.12"
+version = "6.0.12.20240311"
 description = "Typing stubs for PyYAML"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.10"
+version = "2.31.0.20240311"
 description = "Typing stubs for requests"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -985,40 +995,40 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-s3transfer"
-version = "0.7.0"
+version = "0.10.0"
 description = "Type annotations and code completion for s3transfer"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.8.0"
+version = "4.10.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
+    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
+    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.0.7"
+version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
-    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
+    {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
+    {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -1041,4 +1051,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<4.0"
-content-hash = "c2e1a3dfb06553e362ccc199d4c36c27b47f7b307a61191d28bd7470ac08ebea"
+content-hash = "731119129e95915a622ce4d73ac202a8736c3682eecea59623fe7d1ad1b9c0d5"
diff --git a/distribution/lambda/pyproject.toml b/distribution/lambda/pyproject.toml
index cc2dd8c1fb5..f8656c9b941 100644
--- a/distribution/lambda/pyproject.toml
+++ b/distribution/lambda/pyproject.toml
@@ -10,7 +10,7 @@ packages = [{include = "cdk"}]
 [tool.poetry.dependencies]
 python = ">=3.10,<4.0"
 aws-cdk-lib = "^2.95.1"
-cargo-lambda = "^0.21.0"
+cargo-lambda = "^1.1.0"
 constructs = ">=10.0.0,<11.0.0"
 pyyaml = "^6.0.1"
 black = "^24.3.0"
diff --git a/quickwit/Cargo.lock b/quickwit/Cargo.lock
index a5ec8517cab..0525420d16b 100644
--- a/quickwit/Cargo.lock
+++ b/quickwit/Cargo.lock
@@ -6068,6 +6068,7 @@ dependencies = [
  "quickwit-index-management",
  "quickwit-indexing",
  "quickwit-ingest",
+ "quickwit-janitor",
  "quickwit-metastore",
  "quickwit-proto",
  "quickwit-rest-client",
diff --git a/quickwit/quickwit-lambda/Cargo.toml b/quickwit/quickwit-lambda/Cargo.toml
index 66131048ba4..9abb75ac44c 100644
--- a/quickwit/quickwit-lambda/Cargo.toml
+++ b/quickwit/quickwit-lambda/Cargo.toml
@@ -51,6 +51,7 @@ quickwit-doc-mapper = { workspace = true }
 quickwit-index-management = { workspace = true }
 quickwit-indexing = { workspace = true }
 quickwit-ingest = { workspace = true }
+quickwit-janitor = { workspace = true }
 quickwit-metastore = { workspace = true }
 quickwit-proto = { workspace = true }
 quickwit-rest-client = { workspace = true }
diff --git a/quickwit/quickwit-lambda/src/bin/indexer.rs b/quickwit/quickwit-lambda/src/bin/indexer.rs
index 4b8aea034e0..f31196955f1 100644
--- a/quickwit/quickwit-lambda/src/bin/indexer.rs
+++ b/quickwit/quickwit-lambda/src/bin/indexer.rs
@@ -23,7 +23,7 @@ use quickwit_lambda::logger;
 
 #[tokio::main]
 async fn main() -> anyhow::Result<()> {
-    logger::setup_lambda_tracer()?;
+    logger::setup_lambda_tracer(tracing::Level::INFO)?;
     let func = service_fn(handler);
     lambda_runtime::run(func)
         .await
diff --git a/quickwit/quickwit-lambda/src/bin/searcher.rs b/quickwit/quickwit-lambda/src/bin/searcher.rs
index eeef43d00bc..564ea4e6653 100644
--- a/quickwit/quickwit-lambda/src/bin/searcher.rs
+++ b/quickwit/quickwit-lambda/src/bin/searcher.rs
@@ -23,7 +23,7 @@ use quickwit_lambda::searcher::handler;
 
 #[tokio::main]
 async fn main() -> anyhow::Result<()> {
-    logger::setup_lambda_tracer()?;
+    logger::setup_lambda_tracer(tracing::Level::INFO)?;
     let func = service_fn(handler);
     run(func).await.map_err(|e| anyhow::anyhow!(e))
 }
diff --git a/quickwit/quickwit-lambda/src/environment.rs b/quickwit/quickwit-lambda/src/environment.rs
new file mode 100644
index 00000000000..57f339d351d
--- /dev/null
+++ b/quickwit/quickwit-lambda/src/environment.rs
@@ -0,0 +1,36 @@
+// Copyright (C) 2024 Quickwit, Inc.
+//
+// Quickwit is offered under the AGPL v3.0 and as commercial software.
+// For commercial licensing, contact us at hello@quickwit.io.
+//
+// AGPL:
+// This program is free software: you can redistribute it and/or modify
+// it under the terms of the GNU Affero General Public License as
+// published by the Free Software Foundation, either version 3 of the
+// License, or (at your option) any later version.
+//
+// This program is distributed in the hope that it will be useful,
+// but WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+// GNU Affero General Public License for more details.
+//
+// You should have received a copy of the GNU Affero General Public License
+// along with this program. If not, see <http://www.gnu.org/licenses/>.
+
+use std::env::var;
+
+use once_cell::sync::Lazy;
+
+pub static INDEX_ID: Lazy<String> =
+    Lazy::new(|| var("QW_LAMBDA_INDEX_ID").expect("QW_LAMBDA_INDEX_ID must be set"));
+
+/// Configure the fmt tracing subscriber to log span boundaries. This is very verbose and is
+/// only used to generate advanced KPIs from Lambda runs (e.g for blogpost benchmarks)
+pub static LOG_SPAN_BOUNDARIES: Lazy<bool> =
+    Lazy::new(|| var("QW_LAMBDA_LOG_SPAN_BOUNDARIES").is_ok_and(|v| v.as_str() == "true"));
+
+pub static OPENTELEMETRY_URL: Lazy<Option<String>> =
+    Lazy::new(|| var("QW_LAMBDA_OPENTELEMETRY_URL").ok());
+
+pub static OPENTELEMETRY_AUTHORIZATION: Lazy<Option<String>> =
+    Lazy::new(|| var("QW_LAMBDA_OPENTELEMETRY_AUTHORIZATION").ok());
diff --git a/quickwit/quickwit-lambda/src/indexer/environment.rs b/quickwit/quickwit-lambda/src/indexer/environment.rs
index 92f264a268c..0a7e2f19acd 100644
--- a/quickwit/quickwit-lambda/src/indexer/environment.rs
+++ b/quickwit/quickwit-lambda/src/indexer/environment.rs
@@ -23,6 +23,7 @@ use once_cell::sync::Lazy;
 
 pub const CONFIGURATION_TEMPLATE: &str = "version: 0.6
 node_id: lambda-indexer
+cluster_id: lambda-ephemeral
 metastore_uri: s3://${QW_LAMBDA_METASTORE_BUCKET}/index
 default_index_root_uri: s3://${QW_LAMBDA_INDEX_BUCKET}/index
 data_dir: /tmp
@@ -32,8 +33,8 @@ pub static INDEX_CONFIG_URI: Lazy<String> = Lazy::new(|| {
     var("QW_LAMBDA_INDEX_CONFIG_URI").expect("QW_LAMBDA_INDEX_CONFIG_URI must be set")
 });
 
-pub static INDEX_ID: Lazy<String> =
-    Lazy::new(|| var("QW_LAMBDA_INDEX_ID").expect("QW_LAMBDA_INDEX_ID must be set"));
-
 pub static DISABLE_MERGE: Lazy<bool> =
     Lazy::new(|| var("QW_LAMBDA_DISABLE_MERGE").is_ok_and(|v| v.as_str() == "true"));
+
+pub static DISABLE_JANITOR: Lazy<bool> =
+    Lazy::new(|| var("QW_LAMBDA_DISABLE_JANITOR").is_ok_and(|v| v.as_str() == "true"));
diff --git a/quickwit/quickwit-lambda/src/indexer/handler.rs b/quickwit/quickwit-lambda/src/indexer/handler.rs
index 9160b10b9b8..1282b0e54a4 100644
--- a/quickwit/quickwit-lambda/src/indexer/handler.rs
+++ b/quickwit/quickwit-lambda/src/indexer/handler.rs
@@ -21,9 +21,10 @@ use lambda_runtime::{Error, LambdaEvent};
 use serde_json::Value;
 use tracing::{debug_span, error, info, info_span, Instrument};
 
-use super::environment::{DISABLE_MERGE, INDEX_CONFIG_URI, INDEX_ID};
+use super::environment::{DISABLE_JANITOR, DISABLE_MERGE, INDEX_CONFIG_URI};
 use super::ingest::{ingest, IngestArgs};
 use super::model::IndexerEvent;
+use crate::environment::INDEX_ID;
 use crate::logger;
 use crate::utils::LambdaContainerContext;
 
@@ -37,6 +38,8 @@ async fn indexer_handler(event: LambdaEvent<Value>) -> Result<Value, Error> {
         input_format: quickwit_config::SourceInputFormat::Json,
         overwrite: false,
         vrl_script: None,
+        // TODO: instead of clearing the cache, we use a cache and set its max
+        // size with indexer_config.split_store_max_num_bytes
         clear_cache: true,
     })
     .instrument(debug_span!(
@@ -45,6 +48,7 @@ async fn indexer_handler(event: LambdaEvent<Value>) -> Result<Value, Error> {
         env.INDEX_CONFIG_URI = *INDEX_CONFIG_URI,
         env.INDEX_ID = *INDEX_ID,
         env.DISABLE_MERGE = *DISABLE_MERGE,
+        env.DISABLE_JANITOR = *DISABLE_JANITOR,
         cold = container_ctx.cold,
         container_id = container_ctx.container_id,
     ))
diff --git a/quickwit/quickwit-lambda/src/indexer/ingest.rs b/quickwit/quickwit-lambda/src/indexer/ingest/helpers.rs
similarity index 53%
rename from quickwit/quickwit-lambda/src/indexer/ingest.rs
rename to quickwit/quickwit-lambda/src/indexer/ingest/helpers.rs
index 9237b523777..fc9accb616a 100644
--- a/quickwit/quickwit-lambda/src/indexer/ingest.rs
+++ b/quickwit/quickwit-lambda/src/indexer/ingest/helpers.rs
@@ -24,9 +24,8 @@ use std::path::{Path, PathBuf};
 use anyhow::{bail, Context};
 use chitchat::transport::ChannelTransport;
 use chitchat::FailureDetectorConfig;
-use quickwit_actors::Universe;
-use quickwit_cli::tool::start_statistics_reporting_loop;
-use quickwit_cli::{run_index_checklist, start_actor_runtimes};
+use quickwit_actors::{ActorHandle, Mailbox, Universe};
+use quickwit_cli::run_index_checklist;
 use quickwit_cluster::{Cluster, ClusterMember};
 use quickwit_common::pubsub::EventBroker;
 use quickwit_common::runtimes::RuntimesConfig;
@@ -34,41 +33,43 @@ use quickwit_common::uri::Uri;
 use quickwit_config::merge_policy_config::MergePolicyConfig;
 use quickwit_config::service::QuickwitService;
 use quickwit_config::{
-    load_index_config_from_user_config, ConfigFormat, IndexConfig, IndexerConfig, NodeConfig,
-    SourceConfig, SourceInputFormat, SourceParams, TransformConfig, CLI_SOURCE_ID,
+    load_index_config_from_user_config, ConfigFormat, IndexConfig, NodeConfig, SourceConfig,
+    SourceInputFormat, SourceParams, TransformConfig, CLI_SOURCE_ID,
 };
-use quickwit_index_management::{clear_cache_directory, IndexService};
-use quickwit_indexing::actors::{IndexingService, MergePipelineId, MergeSchedulerService};
-use quickwit_indexing::models::{
-    DetachIndexingPipeline, DetachMergePipeline, IndexingStatistics, SpawnPipeline,
+use quickwit_index_management::IndexService;
+use quickwit_indexing::actors::{
+    IndexingService, MergePipeline, MergePipelineId, MergeSchedulerService,
 };
+use quickwit_indexing::models::{DetachIndexingPipeline, DetachMergePipeline, SpawnPipeline};
+use quickwit_indexing::IndexingPipeline;
 use quickwit_ingest::IngesterPool;
+use quickwit_janitor::{start_janitor_service, JanitorService};
 use quickwit_metastore::CreateIndexRequestExt;
 use quickwit_proto::indexing::CpuCapacity;
-use quickwit_proto::metastore::{CreateIndexRequest, MetastoreError, MetastoreService};
+use quickwit_proto::metastore::{
+    CreateIndexRequest, MetastoreError, MetastoreService, MetastoreServiceClient,
+};
 use quickwit_proto::types::{NodeId, PipelineUid};
+use quickwit_search::SearchJobPlacer;
 use quickwit_storage::StorageResolver;
 use quickwit_telemetry::payload::{QuickwitFeature, QuickwitTelemetryInfo, TelemetryEvent};
 use tracing::{debug, info, instrument};
 
-use super::environment::{CONFIGURATION_TEMPLATE, DISABLE_MERGE, INDEX_CONFIG_URI, INDEX_ID};
-use crate::utils::load_node_config;
-
-#[derive(Debug, Eq, PartialEq)]
-pub struct IngestArgs {
-    pub input_path: PathBuf,
-    pub input_format: SourceInputFormat,
-    pub overwrite: bool,
-    pub vrl_script: Option<String>,
-    pub clear_cache: bool,
-}
+use crate::environment::INDEX_ID;
+use crate::indexer::environment::{DISABLE_JANITOR, DISABLE_MERGE, INDEX_CONFIG_URI};
 
-async fn create_empty_cluster(config: &NodeConfig) -> anyhow::Result<Cluster> {
+/// The indexing service needs to update its cluster chitchat state so that the control plane is
+/// aware of the running tasks. We thus create a fake cluster to instantiate the indexing service
+/// and avoid impacting potential control plane running on the cluster.
+pub(super) async fn create_empty_cluster(
+    config: &NodeConfig,
+    services: &[QuickwitService],
+) -> anyhow::Result<Cluster> {
     let self_node = ClusterMember {
         node_id: NodeId::new(config.node_id.clone()),
         generation_id: quickwit_cluster::GenerationId::now(),
         is_ready: false,
-        enabled_services: HashSet::new(),
+        enabled_services: HashSet::from_iter(services.to_owned()),
         gossip_advertise_addr: config.gossip_advertise_addr,
         grpc_advertise_addr: config.grpc_advertise_addr,
         indexing_tasks: Vec::new(),
@@ -88,7 +89,7 @@ async fn create_empty_cluster(config: &NodeConfig) -> anyhow::Result<Cluster> {
 }
 
 /// TODO refactor with `dir_and_filename` in file source
-pub fn dir_and_filename(filepath: &Path) -> anyhow::Result<(Uri, &Path)> {
+fn dir_and_filename(filepath: &Path) -> anyhow::Result<(Uri, &Path)> {
     let dir_uri: Uri = filepath
         .parent()
         .context("Parent directory could not be resolved")?
@@ -102,7 +103,7 @@ pub fn dir_and_filename(filepath: &Path) -> anyhow::Result<(Uri, &Path)> {
 }
 
 #[instrument(level = "debug", skip(resolver))]
-async fn load_index_config(
+pub(super) async fn load_index_config(
     resolver: &StorageResolver,
     default_index_root_uri: &Uri,
 ) -> anyhow::Result<IndexConfig> {
@@ -121,31 +122,42 @@ async fn load_index_config(
     Ok(index_config)
 }
 
-pub async fn ingest(args: IngestArgs) -> anyhow::Result<IndexingStatistics> {
-    debug!(args=?args, "lambda-ingest");
-    let (config, storage_resolver, mut metastore) =
-        load_node_config(CONFIGURATION_TEMPLATE).await?;
+pub(super) async fn send_telemetry() {
+    let services: HashSet<String> =
+        HashSet::from_iter([QuickwitService::Indexer.as_str().to_string()]);
+    let telemetry_info =
+        QuickwitTelemetryInfo::new(services, HashSet::from_iter([QuickwitFeature::AwsLambda]));
+    let _telemetry_handle_opt = quickwit_telemetry::start_telemetry_loop(telemetry_info);
+    quickwit_telemetry::send_telemetry_event(TelemetryEvent::RunCommand).await;
+}
 
-    let source_params = SourceParams::file(args.input_path);
-    let transform_config = args
-        .vrl_script
-        .map(|vrl_script| TransformConfig::new(vrl_script, None));
-    let source_config = SourceConfig {
+pub(super) fn configure_source(
+    input_path: PathBuf,
+    input_format: SourceInputFormat,
+    vrl_script: Option<String>,
+) -> SourceConfig {
+    let source_params = SourceParams::file(input_path);
+    let transform_config = vrl_script.map(|vrl_script| TransformConfig::new(vrl_script, None));
+    SourceConfig {
         source_id: CLI_SOURCE_ID.to_string(),
         num_pipelines: NonZeroUsize::new(1).expect("1 is always non-zero."),
         enabled: true,
         source_params,
         transform_config,
-        input_format: args.input_format,
-    };
+        input_format,
+    }
+}
 
-    let checklist_result = run_index_checklist(
-        &mut metastore,
-        &storage_resolver,
-        &INDEX_ID,
-        Some(&source_config),
-    )
-    .await;
+/// Check if the index exists, creating or overwriting it if necessary
+pub(super) async fn init_index_if_necessary(
+    metastore: &mut MetastoreServiceClient,
+    storage_resolver: &StorageResolver,
+    source_config: &SourceConfig,
+    default_index_root_uri: &Uri,
+    overwrite: bool,
+) -> anyhow::Result<()> {
+    let checklist_result =
+        run_index_checklist(metastore, storage_resolver, &INDEX_ID, Some(source_config)).await;
     if let Err(e) = checklist_result {
         let is_not_found = e
             .downcast_ref()
@@ -158,8 +170,7 @@ pub async fn ingest(args: IngestArgs) -> anyhow::Result<IndexingStatistics> {
             index_config_uri = *INDEX_CONFIG_URI,
             "Index not found, creating it"
         );
-        let index_config =
-            load_index_config(&storage_resolver, &config.default_index_root_uri).await?;
+        let index_config = load_index_config(storage_resolver, default_index_root_uri).await?;
         if index_config.index_id != *INDEX_ID {
             bail!(
                 "Expected index ID was {} but config file had {}",
@@ -170,8 +181,8 @@ pub async fn ingest(args: IngestArgs) -> anyhow::Result<IndexingStatistics> {
         metastore
             .create_index(CreateIndexRequest::try_from_index_config(&index_config)?)
             .await?;
-        debug!("index created");
-    } else if args.overwrite {
+        info!("index created");
+    } else if overwrite {
         info!(
             index_id = *INDEX_ID,
             "Overwrite enabled, clearing existing index",
@@ -179,45 +190,69 @@ pub async fn ingest(args: IngestArgs) -> anyhow::Result<IndexingStatistics> {
         let mut index_service = IndexService::new(metastore.clone(), storage_resolver.clone());
         index_service.clear_index(&INDEX_ID).await?;
     }
-    // The indexing service needs to update its cluster chitchat state so that the control plane is
-    // aware of the running tasks. We thus create a fake cluster to instantiate the indexing service
-    // and avoid impacting potential control plane running on the cluster.
-    let cluster = create_empty_cluster(&config).await?;
-    let indexer_config = IndexerConfig {
-        ..Default::default()
-    };
-    let runtimes_config = RuntimesConfig::default();
-    let services: HashSet<String> =
-        HashSet::from_iter([QuickwitService::Indexer.as_str().to_string()]);
-    let telemetry_info =
-        QuickwitTelemetryInfo::new(services, HashSet::from_iter([QuickwitFeature::AwsLambda]));
-    let _telemetry_handle_opt = quickwit_telemetry::start_telemetry_loop(telemetry_info);
-    quickwit_telemetry::send_telemetry_event(TelemetryEvent::RunCommand).await;
-    start_actor_runtimes(
-        runtimes_config,
-        &HashSet::from_iter([QuickwitService::Indexer]),
-    )?;
+    Ok(())
+}
+
+pub(super) async fn spawn_services(
+    universe: &Universe,
+    cluster: Cluster,
+    metastore: MetastoreServiceClient,
+    storage_resolver: StorageResolver,
+    node_config: &NodeConfig,
+    runtime_config: RuntimesConfig,
+) -> anyhow::Result<(
+    ActorHandle<IndexingService>,
+    Option<Mailbox<JanitorService>>,
+)> {
+    let event_broker = EventBroker::default();
+
+    // spawn merge scheduler service
     let merge_scheduler_service =
-        MergeSchedulerService::new(indexer_config.merge_concurrency.get());
-    let universe = Universe::new();
+        MergeSchedulerService::new(node_config.indexer_config.merge_concurrency.get());
     let (merge_scheduler_service_mailbox, _) =
         universe.spawn_builder().spawn(merge_scheduler_service);
-    let indexing_server = IndexingService::new(
-        config.node_id.clone(),
-        config.data_dir_path.clone(),
-        indexer_config,
-        runtimes_config.num_threads_blocking,
+
+    // spawn indexer service
+    let indexing_service = IndexingService::new(
+        node_config.node_id.clone(),
+        node_config.data_dir_path.clone(),
+        node_config.indexer_config.clone(),
+        runtime_config.num_threads_blocking,
         cluster,
-        metastore,
+        metastore.clone(),
         None,
-        merge_scheduler_service_mailbox,
+        merge_scheduler_service_mailbox.clone(),
         IngesterPool::default(),
-        storage_resolver,
-        EventBroker::default(),
+        storage_resolver.clone(),
+        event_broker.clone(),
     )
     .await?;
-    let (indexing_server_mailbox, indexing_server_handle) =
-        universe.spawn_builder().spawn(indexing_server);
+    let (_, indexing_service_handle) = universe.spawn_builder().spawn(indexing_service);
+
+    // spawn janitor service
+    let janitor_service_opt = if *DISABLE_JANITOR {
+        None
+    } else {
+        Some(
+            start_janitor_service(
+                universe,
+                node_config,
+                metastore,
+                SearchJobPlacer::default(),
+                storage_resolver,
+                event_broker,
+                false,
+            )
+            .await?,
+        )
+    };
+    Ok((indexing_service_handle, janitor_service_opt))
+}
+
+pub(super) async fn spawn_pipelines(
+    indexing_server_mailbox: &Mailbox<IndexingService>,
+    source_config: SourceConfig,
+) -> anyhow::Result<(ActorHandle<IndexingPipeline>, ActorHandle<MergePipeline>)> {
     let pipeline_id = indexing_server_mailbox
         .ask_for_res(SpawnPipeline {
             index_id: INDEX_ID.clone(),
@@ -233,24 +268,28 @@ pub async fn ingest(args: IngestArgs) -> anyhow::Result<IndexingStatistics> {
     let indexing_pipeline_handle = indexing_server_mailbox
         .ask_for_res(DetachIndexingPipeline { pipeline_id })
         .await?;
-    debug!("wait for indexing statistics");
-    let statistics = start_statistics_reporting_loop(indexing_pipeline_handle, false).await?;
-    debug!("indexing completed, tear down actors");
-    merge_pipeline_handle.quit().await;
-    universe
-        .send_exit_with_success(&indexing_server_mailbox)
-        .await?;
-    indexing_server_handle.join().await;
-    universe.quit().await;
-
-    if args.clear_cache {
-        info!("clearing local cache directory");
-        clear_cache_directory(&config.data_dir_path).await?;
-        info!("local cache directory cleared");
-    }
+    Ok((indexing_pipeline_handle, merge_pipeline_handle))
+}
 
-    if statistics.num_invalid_docs > 0 {
-        bail!("Failed to ingest {} documents", statistics.num_invalid_docs)
+pub(super) async fn wait_for_merges(
+    merge_pipeline_handle: ActorHandle<MergePipeline>,
+) -> anyhow::Result<()> {
+    // TODO: find a way to stop the MergePlanner actor in the MergePipeline,
+    // otherwise a new merge might be scheduled after this loop. That shouldn't
+    // have any concrete impact as the merge will be immediately cancelled, but
+    // it might generate errors during the universe shutdown (i.e "Failed to
+    // acquire permit")
+    loop {
+        let state = merge_pipeline_handle.state();
+        let obs = merge_pipeline_handle.observe().await;
+        debug!(state=?state, ongoing=obs.num_ongoing_merges, "merge pipeline state");
+        if obs.num_ongoing_merges == 0 {
+            break;
+        }
+        // We tolerate a relatively low refresh rate because the indexer
+        // typically runs for longuer periods of times and merges happen only
+        // occasionally.
+        tokio::time::sleep(tokio::time::Duration::from_millis(500)).await;
     }
-    Ok(statistics)
+    Ok(())
 }
diff --git a/quickwit/quickwit-lambda/src/indexer/ingest/mod.rs b/quickwit/quickwit-lambda/src/indexer/ingest/mod.rs
new file mode 100644
index 00000000000..80bdd9a3d5c
--- /dev/null
+++ b/quickwit/quickwit-lambda/src/indexer/ingest/mod.rs
@@ -0,0 +1,122 @@
+// Copyright (C) 2024 Quickwit, Inc.
+//
+// Quickwit is offered under the AGPL v3.0 and as commercial software.
+// For commercial licensing, contact us at hello@quickwit.io.
+//
+// AGPL:
+// This program is free software: you can redistribute it and/or modify
+// it under the terms of the GNU Affero General Public License as
+// published by the Free Software Foundation, either version 3 of the
+// License, or (at your option) any later version.
+//
+// This program is distributed in the hope that it will be useful,
+// but WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+// GNU Affero General Public License for more details.
+//
+// You should have received a copy of the GNU Affero General Public License
+// along with this program. If not, see <http://www.gnu.org/licenses/>.
+
+mod helpers;
+
+use std::collections::HashSet;
+use std::path::PathBuf;
+
+use anyhow::bail;
+use helpers::{
+    configure_source, create_empty_cluster, init_index_if_necessary, send_telemetry,
+    spawn_pipelines, spawn_services,
+};
+use quickwit_actors::Universe;
+use quickwit_cli::start_actor_runtimes;
+use quickwit_cli::tool::start_statistics_reporting_loop;
+use quickwit_common::runtimes::RuntimesConfig;
+use quickwit_config::service::QuickwitService;
+use quickwit_config::SourceInputFormat;
+use quickwit_index_management::clear_cache_directory;
+use quickwit_indexing::models::IndexingStatistics;
+use tracing::{debug, info};
+
+use crate::indexer::environment::{CONFIGURATION_TEMPLATE, DISABLE_JANITOR};
+use crate::indexer::ingest::helpers::wait_for_merges;
+use crate::utils::load_node_config;
+
+#[derive(Debug, Eq, PartialEq)]
+pub struct IngestArgs {
+    pub input_path: PathBuf,
+    pub input_format: SourceInputFormat,
+    pub overwrite: bool,
+    pub vrl_script: Option<String>,
+    pub clear_cache: bool,
+}
+
+pub async fn ingest(args: IngestArgs) -> anyhow::Result<IndexingStatistics> {
+    debug!(args=?args, "lambda-ingest");
+
+    send_telemetry().await;
+
+    let (config, storage_resolver, mut metastore) =
+        load_node_config(CONFIGURATION_TEMPLATE).await?;
+
+    let source_config = configure_source(args.input_path, args.input_format, args.vrl_script);
+
+    init_index_if_necessary(
+        &mut metastore,
+        &storage_resolver,
+        &source_config,
+        &config.default_index_root_uri,
+        args.overwrite,
+    )
+    .await?;
+
+    let mut services = vec![QuickwitService::Indexer];
+    if !*DISABLE_JANITOR {
+        services.push(QuickwitService::Janitor);
+    }
+    let cluster = create_empty_cluster(&config, &services[..]).await?;
+    let universe = Universe::new();
+    let runtimes_config = RuntimesConfig::default();
+
+    start_actor_runtimes(runtimes_config, &HashSet::from_iter(services))?;
+
+    let (indexing_service_handle, _janitor_service_guard) = spawn_services(
+        &universe,
+        cluster,
+        metastore.clone(),
+        storage_resolver.clone(),
+        &config,
+        runtimes_config,
+    )
+    .await?;
+
+    let (indexing_pipeline_handle, merge_pipeline_handle) =
+        spawn_pipelines(indexing_service_handle.mailbox(), source_config).await?;
+
+    debug!("wait for indexing to complete");
+    let statistics = start_statistics_reporting_loop(indexing_pipeline_handle, false).await?;
+
+    debug!("wait for merges to complete");
+    wait_for_merges(merge_pipeline_handle).await?;
+
+    debug!("indexing completed, tearing down actors");
+    // TODO: is it really necessary to terminate the indexing service?
+    // Quitting the universe should be enough.
+    universe
+        .send_exit_with_success(indexing_service_handle.mailbox())
+        .await?;
+    indexing_service_handle.join().await;
+    debug!("quitting universe");
+    universe.quit().await;
+    debug!("universe.quit() awaited");
+
+    if args.clear_cache {
+        info!("clearing local cache directory");
+        clear_cache_directory(&config.data_dir_path).await?;
+        info!("local cache directory cleared");
+    }
+
+    if statistics.num_invalid_docs > 0 {
+        bail!("Failed to ingest {} documents", statistics.num_invalid_docs)
+    }
+    Ok(statistics)
+}
diff --git a/quickwit/quickwit-lambda/src/lib.rs b/quickwit/quickwit-lambda/src/lib.rs
index 0bb10d0cd83..3e5de5cb592 100644
--- a/quickwit/quickwit-lambda/src/lib.rs
+++ b/quickwit/quickwit-lambda/src/lib.rs
@@ -17,6 +17,7 @@
 // You should have received a copy of the GNU Affero General Public License
 // along with this program. If not, see <http://www.gnu.org/licenses/>.
 
+mod environment;
 pub mod indexer;
 pub mod logger;
 pub mod searcher;
diff --git a/quickwit/quickwit-lambda/src/logger.rs b/quickwit/quickwit-lambda/src/logger.rs
index 2a10c3ab6ed..632c0abc817 100644
--- a/quickwit/quickwit-lambda/src/logger.rs
+++ b/quickwit/quickwit-lambda/src/logger.rs
@@ -32,10 +32,12 @@ use tracing_subscriber::prelude::*;
 use tracing_subscriber::registry::LookupSpan;
 use tracing_subscriber::{EnvFilter, Layer};
 
+use crate::environment::{LOG_SPAN_BOUNDARIES, OPENTELEMETRY_AUTHORIZATION, OPENTELEMETRY_URL};
+
 static TRACER_PROVIDER: OnceCell<Option<TracerProvider>> = OnceCell::new();
 pub(crate) const RUNTIME_CONTEXT_SPAN: &str = "runtime_context";
 
-fn fmt_layer<S>(level: Level, ansi: bool) -> impl Layer<S>
+fn fmt_layer<S>(level: Level) -> impl Layer<S>
 where
     S: for<'a> LookupSpan<'a>,
     S: tracing::Subscriber,
@@ -59,11 +61,16 @@ where
             ),
         )
         .json();
+    let fmt_span = if *LOG_SPAN_BOUNDARIES {
+        FmtSpan::NEW | FmtSpan::CLOSE
+    } else {
+        FmtSpan::NONE
+    };
     tracing_subscriber::fmt::layer::<S>()
-        .with_span_events(FmtSpan::NEW | FmtSpan::CLOSE)
+        .with_span_events(fmt_span)
         .event_format(event_format)
         .fmt_fields(JsonFields::default())
-        .with_ansi(ansi)
+        .with_ansi(false)
         .with_filter(env_filter)
 }
 
@@ -111,36 +118,28 @@ where
         .with_filter(env_filter)
 }
 
-fn setup_logging_and_tracing(
-    level: Level,
-    ansi: bool,
-    build_info: &BuildInfo,
-) -> anyhow::Result<()> {
+pub fn setup_lambda_tracer(level: Level) -> anyhow::Result<()> {
     global::set_text_map_propagator(TraceContextPropagator::new());
     let registry = tracing_subscriber::registry();
-    let otlp_config = (
-        std::env::var("QW_LAMBDA_OPENTELEMETRY_URL"),
-        std::env::var("QW_LAMBDA_OPENTELEMETRY_AUTHORIZATION"),
-    );
-    if let (Ok(ot_url), Ok(ot_auth)) = otlp_config {
+    let build_info = BuildInfo::get();
+    if let (Some(ot_url), Some(ot_auth)) = (
+        OPENTELEMETRY_URL.clone(),
+        OPENTELEMETRY_AUTHORIZATION.clone(),
+    ) {
         registry
-            .with(fmt_layer(level, ansi))
+            .with(fmt_layer(level))
             .with(otlp_layer(ot_url, ot_auth, level, build_info))
             .try_init()
             .context("Failed to set up tracing.")?;
     } else {
         registry
-            .with(fmt_layer(level, ansi))
+            .with(fmt_layer(level))
             .try_init()
             .context("Failed to set up tracing.")?;
     }
     Ok(())
 }
 
-pub fn setup_lambda_tracer() -> anyhow::Result<()> {
-    setup_logging_and_tracing(Level::INFO, false, BuildInfo::get())
-}
-
 pub fn flush_tracer() {
     if let Some(Some(tracer_provider)) = TRACER_PROVIDER.get() {
         debug!("flush tracers");
diff --git a/quickwit/quickwit-lambda/src/searcher/environment.rs b/quickwit/quickwit-lambda/src/searcher/environment.rs
index b995949dff9..2aee5752463 100644
--- a/quickwit/quickwit-lambda/src/searcher/environment.rs
+++ b/quickwit/quickwit-lambda/src/searcher/environment.rs
@@ -30,8 +30,5 @@ searcher:
   partial_request_cache_capacity: ${QW_LAMBDA_PARTIAL_REQUEST_CACHE_CAPACITY:-64M}
 ";
 
-pub(crate) static INDEX_ID: Lazy<String> =
-    Lazy::new(|| var("QW_LAMBDA_INDEX_ID").expect("QW_LAMBDA_INDEX_ID must be set"));
-
 pub(crate) static DISABLE_SEARCH_CACHE: Lazy<bool> =
     Lazy::new(|| var("QW_LAMBDA_DISABLE_SEARCH_CACHE").is_ok_and(|v| v.as_str() == "true"));
diff --git a/quickwit/quickwit-lambda/src/searcher/handler.rs b/quickwit/quickwit-lambda/src/searcher/handler.rs
index e57de93bdac..00257e49d05 100644
--- a/quickwit/quickwit-lambda/src/searcher/handler.rs
+++ b/quickwit/quickwit-lambda/src/searcher/handler.rs
@@ -26,9 +26,10 @@ use quickwit_search::SearchResponseRest;
 use quickwit_serve::SearchRequestQueryString;
 use tracing::{debug_span, error, info_span, instrument, Instrument};
 
-use super::environment::{DISABLE_SEARCH_CACHE, INDEX_ID};
 use super::search::{search, SearchArgs};
+use crate::environment::INDEX_ID;
 use crate::logger;
+use crate::searcher::environment::DISABLE_SEARCH_CACHE;
 use crate::utils::LambdaContainerContext;
 
 #[instrument(skip_all)]
diff --git a/quickwit/quickwit-lambda/src/searcher/search.rs b/quickwit/quickwit-lambda/src/searcher/search.rs
index 3d0e0d249f9..11ec85238ac 100644
--- a/quickwit/quickwit-lambda/src/searcher/search.rs
+++ b/quickwit/quickwit-lambda/src/searcher/search.rs
@@ -35,7 +35,8 @@ use quickwit_telemetry::payload::{QuickwitFeature, QuickwitTelemetryInfo, Teleme
 use tokio::sync::OnceCell;
 use tracing::debug;
 
-use super::environment::{CONFIGURATION_TEMPLATE, DISABLE_SEARCH_CACHE, INDEX_ID};
+use crate::environment::INDEX_ID;
+use crate::searcher::environment::{CONFIGURATION_TEMPLATE, DISABLE_SEARCH_CACHE};
 use crate::utils::load_node_config;
 
 static LAMBDA_SEARCH_CACHE: OnceCell<LambdaSearchCtx> = OnceCell::const_new();