From f3d09cb41614a125b4f18de734aab7c47a38465d Mon Sep 17 00:00:00 2001
From: petechd <53475968+petechd@users.noreply.github.com>
Date: Wed, 7 Aug 2024 09:21:06 +0100
Subject: [PATCH] Update to use poetry package manager (#165)

---
 .github/workflows/pull_request.yml       |   27 +-
 Dockerfile                               |    7 +-
 Makefile                                 |   12 +-
 Pipfile                                  |   30 -
 Pipfile.lock                             | 2290 -----------------
 README.md                                |   20 +-
 ci/output-results-to-github.yaml         |    8 +-
 ci/output-results-to-slack.yaml          |   14 +-
 doc/performance-investigations/README.md |    4 +-
 generate_requests.py                     |   40 +-
 poetry.lock                              | 2914 ++++++++++++++++++++++
 pyproject.toml                           |   34 +-
 run.sh                                   |    2 +-
 runner_benchmark/questionnaire_mixins.py |    8 +-
 runner_benchmark/taskset.py              |   36 +-
 runner_benchmark/token_generator.py      |   94 +-
 runner_benchmark/utils.py                |    2 +-
 scripts/benchmark_stats.py               |   34 +-
 scripts/get_benchmark_results.py         |    8 +-
 scripts/google_cloud_storage.py          |   10 +-
 scripts/slack_notification.py            |   40 +-
 scripts/store_benchmark_outputs.py       |   34 +-
 scripts/visualise_results.py             |    8 +-
 tests/conftest.py                        |   56 +-
 tests/test_get_summary.py                |   52 +-
 25 files changed, 3206 insertions(+), 2578 deletions(-)
 delete mode 100644 Pipfile
 delete mode 100644 Pipfile.lock
 create mode 100644 poetry.lock

diff --git a/.github/workflows/pull_request.yml b/.github/workflows/pull_request.yml
index 4d946862..a12073bb 100644
--- a/.github/workflows/pull_request.yml
+++ b/.github/workflows/pull_request.yml
@@ -15,17 +15,17 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-      - name: Install Pipenv
-        run: pip install pipenv==2022.9.24
-      - name: Cache virtualenv
-        id: cache-virtualenv
-        uses: actions/cache@v4
+      - name: Install Poetry
+        uses: snok/install-poetry@v1
         with:
-          path: ~/.local/share/virtualenvs/
-          key: ${{ runner.os }}-${{ env.PYTHON_VERSION }}-virtualenvs-${{ hashFiles('Pipfile.lock') }}
+          version: 1.8.3
+          virtualenvs-create: true
+      - uses: actions/setup-python@v5
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+          cache: 'poetry'
       - name: Install virtual environment
-        if: steps.cache-virtualenv.outputs.cache-hit != 'true'
-        run: pipenv install --dev
+        run: poetry install
       - name: Lint scripts
         run: make lint
   test:
@@ -37,10 +37,13 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: ${{ env.PYTHON_VERSION }}
-      - name: Install pipenv
-        run: pip install pipenv==2023.8.22
+      - name: Install Poetry
+        uses: snok/install-poetry@v1
+        with:
+          version: 1.8.3
+          virtualenvs-create: true
       - name: Install virtual environment
-        run: pipenv install --dev
+        run: poetry install
       - name: Running unit tests
         run: make test
   docker-push:
diff --git a/Dockerfile b/Dockerfile
index 023d2670..762191de 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,8 +7,11 @@ COPY . /benchmark
 RUN apt-get update && apt-get install -y gcc python3-dev
 
 # Install the required dependencies via pip
-RUN pip install pipenv==2022.9.24
-RUN pipenv install --deploy --system
+COPY pyproject.toml pyproject.toml
+COPY poetry.lock poetry.lock
+RUN pip install "poetry==1.8.3"
+RUN poetry config virtualenvs.create false
+RUN poetry install
 
 # Start Locust using LOCUS_OPTS environment variable
 ENTRYPOINT ["bash", "./docker_entrypoint.sh"]
\ No newline at end of file
diff --git a/Makefile b/Makefile
index 46e0d153..aee133fc 100644
--- a/Makefile
+++ b/Makefile
@@ -1,15 +1,15 @@
 lint: flake8
-	pipenv run black --check .
+	poetry run black --check .
 
 flake8:
-	pipenv run flake8 --max-complexity 10 --count
+	poetry run flake8 --max-complexity 10 --count
 
 format:
-	pipenv run isort .
-	pipenv run black .
+	poetry run isort .
+	poetry run black .
 
 run:
-	pipenv run ./run.sh requests/test_checkbox.json
+	poetry run ./run.sh requests/test_checkbox.json
 
 test:
-	pipenv run ./scripts/run_tests.sh
+	poetry run ./scripts/run_tests.sh
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index 6b2fd410..00000000
--- a/Pipfile
+++ /dev/null
@@ -1,30 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[dev-packages]
-black = "*"
-"flake8" = "*"
-isort = "*"
-pytest = "*"
-pytest-cov = "*"
-pytest-mock = "*"
-freezegun = "*"
-
-[packages]
-haralyzer = "*"
-backoff = "*"
-sdc-cryptography = "*"
-click = "*"
-locust = "*"
-google-cloud-storage = "*"
-pandas = "*"
-matplotlib = "*"
-slackclient = "*"
-
-[requires]
-python_version = "3.11"
-
-[pipenv]
-allow_prereleases = false
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index 4be9c79e..00000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,2290 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "580fb8aa2b5184261c48dfc697b8d4ae891a6d0028a824b01e844b30a1056a1f"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.11"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "aiohappyeyeballs": {
-            "hashes": [
-                "sha256:40a16ceffcf1fc9e142fd488123b2e218abc4188cf12ac20c67200e1579baa42",
-                "sha256:7e1ae8399c320a8adec76f6c919ed5ceae6edd4c3672f4d9eae2b27e37c80ff6"
-            ],
-            "markers": "python_version >= '3.8' and python_version < '4.0'",
-            "version": "==2.3.4"
-        },
-        "aiohttp": {
-            "hashes": [
-                "sha256:03799a95402a7ed62671c4465e1eae51d749d5439dbc49edb6eee52ea165c50b",
-                "sha256:0433795c4a8bafc03deb3e662192250ba5db347c41231b0273380d2f53c9ea0b",
-                "sha256:06ef0135d7ab7fb0284342fbbf8e8ddf73b7fee8ecc55f5c3a3d0a6b765e6d8b",
-                "sha256:0b0c0148d2a69b82ffe650c2ce235b431d49a90bde7dd2629bcb40314957acf6",
-                "sha256:0d85a173b4dbbaaad1900e197181ea0fafa617ca6656663f629a8a372fdc7d06",
-                "sha256:10f0d7894ddc6ff8f369e3fdc082ef1f940dc1f5b9003cd40945d24845477220",
-                "sha256:12c43dace645023583f3dd2337dfc3aa92c99fb943b64dcf2bc15c7aa0fb4a95",
-                "sha256:13679e11937d3f37600860de1f848e2e062e2b396d3aa79b38c89f9c8ab7e791",
-                "sha256:1c83977f7b6f4f4a96fab500f5a76d355f19f42675224a3002d375b3fb309174",
-                "sha256:1dc95c5e2a5e60095f1bb51822e3b504e6a7430c9b44bff2120c29bb876c5202",
-                "sha256:1ebd8ed91428ffbe8b33a5bd6f50174e11882d5b8e2fe28670406ab5ee045ede",
-                "sha256:21dab4a704c68dc7bc2a1219a4027158e8968e2079f1444eda2ba88bc9f2895f",
-                "sha256:25a9924343bf91b0c5082cae32cfc5a1f8787ac0433966319ec07b0ed4570722",
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-                "sha256:2dc75da06c35a7b47a88ceadbf993a53d77d66423c2a78de8c6f9fb41ec35687",
-                "sha256:31616121369bc823791056c632f544c6c8f8d1ceecffd8bf3f72ef621eaabf49",
-                "sha256:33acb0d9bf12cdc80ceec6f5fda83ea7990ce0321c54234d629529ca2c54e33d",
-                "sha256:33e915971eee6d2056d15470a1214e4e0f72b6aad10225548a7ab4c4f54e2db7",
-                "sha256:34adb8412e736a5d0df6d1fccdf71599dfb07a63add241a94a189b6364e997f1",
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-                "sha256:39e7ec718e7a1971a5d98357e3e8c0529477d45c711d32cd91999dc8d8404e1e",
-                "sha256:3f49edf7c5cd2987634116e1b6a0ee2438fca17f7c4ee480ff41decb76cf6158",
-                "sha256:43c60d9b332a01ee985f080f639f3e56abcfb95ec1320013c94083c3b6a2e143",
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-                "sha256:f76c12abb88b7ee64b3f9ae72f0644af49ff139067b5add142836dab405d60d4",
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-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.10.0"
-        },
-        "aiosignal": {
-            "hashes": [
-                "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc",
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-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.3.1"
-        },
-        "attrs": {
-            "hashes": [
-                "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30",
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-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==23.2.0"
-        },
-        "backoff": {
-            "hashes": [
-                "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba",
-                "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7' and python_version < '4.0'",
-            "version": "==2.2.1"
-        },
-        "blinker": {
-            "hashes": [
-                "sha256:1779309f71bf239144b9399d06ae925637cf6634cf6bd131104184531bf67c01",
-                "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.8.2"
-        },
-        "brotli": {
-            "hashes": [
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-                "sha256:5b3cc074004d968722f51e550b41a27be656ec48f8afaeeb45ebf65b561481dd",
-                "sha256:5eeb539606f18a0b232d4ba45adccde4125592f3f636a6182b4a8a436548b914",
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-                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
-            ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==1.16.0"
-        }
-    }
-}
diff --git a/README.md b/README.md
index e586ef69..63a2acb2 100644
--- a/README.md
+++ b/README.md
@@ -21,11 +21,11 @@ The benchmark consumes a requests JSON file that contains a list of HTTP request
 To run a benchmark, use:
 
 ```bash
-pipenv run ./run.sh <REQUESTS_JSON> <INCLUDE_SCHEMA_URL_IN_TOKEN: Optional> <HOST: Optional>
+poetry run ./run.sh <REQUESTS_JSON> <INCLUDE_SCHEMA_URL_IN_TOKEN: Optional> <HOST: Optional>
 ```
 e.g.
 ```bash
-pipenv run ./run.sh requests/test_checkbox.json
+poetry run ./run.sh requests/test_checkbox.json
 ```
 
 This will run 1 minute of locust requests with 1 user and no wait time between requests. The output files are `output_stats.csv`, `output_stats_history.csv` and `output_failures.csv`.
@@ -33,7 +33,7 @@ This will run 1 minute of locust requests with 1 user and no wait time between r
 For the web interface:
 
 ```bash
-REQUESTS_JSON=requests/test_checkbox.json HOST=http://localhost:5000 pipenv run locust
+REQUESTS_JSON=requests/test_checkbox.json HOST=http://localhost:5000 poetry run locust
 ```
 
 ## Configuration
@@ -57,11 +57,11 @@ Open the network inspector in Chrome or Firefox and ensure 'preserve log' is tic
 After the test is complete, right-click on one of the requests in the network inspector and save the log as a HAR file. To generate a requests file from the HAR file run:
 
 ```bash
-pipenv run python generate_requests.py <HAR_FILEPATH> <REQUESTS_FILEPATH> <SCHEMA_NAME>
+poetry run python generate_requests.py <HAR_FILEPATH> <REQUESTS_FILEPATH> <SCHEMA_NAME>
 ```
 e.g.
 ```bash
-pipenv run python generate_requests.py requests.har requests/test_checkbox.json test_checkbox
+poetry run python generate_requests.py requests.har requests/test_checkbox.json test_checkbox
 ```
 
 ## Dealing with repeating sections
@@ -202,13 +202,13 @@ export GOOGLE_APPLICATION_CREDENTIALS="<path_to_json_credentials_file>"
 
 To run the script and download results:
 ```bash
-OUTPUT_BUCKET="<bucket_name>" pipenv run python -m scripts.get_benchmark_results
+OUTPUT_BUCKET="<bucket_name>" poetry run python -m scripts.get_benchmark_results
 ```
 
 This script also accepts optional `NUMBER_OF_DAYS` and `OUTPUT_DIR` environment variables which allows the user to download a subset of results and set
 a specific output directory e.g.
 ```bash
-OUTPUT_BUCKET="<bucket_name>" NUMBER_OF_DAYS=<number_of_days> OUTPUT_DIR="<output_directory>" pipenv run python -m scripts.get_benchmark_results
+OUTPUT_BUCKET="<bucket_name>" NUMBER_OF_DAYS=<number_of_days> OUTPUT_DIR="<output_directory>" poetry run python -m scripts.get_benchmark_results
 ```
 
 ### Summarise the Daily Benchmark results
@@ -216,7 +216,7 @@ You can get a breakdown of the average response times for a result set by doing:
 ```bash
 OUTPUT_DIR="outputs/daily-test" \
 OUTPUT_DATE="2020-01-01" \
-pipenv run python -m scripts.get_summary
+poetry run python -m scripts.get_summary
 ```
 
 This will output something like:
@@ -245,7 +245,7 @@ If `OUTPUT_DATE` is not provided, then it will output a summary for all results
 To get a breakdown of results for a stress test use the `get_aggregated_summary` script. This accepts a folder containing
 results as a parameter, and will provide aggregate totals at the folder level:
 ```bash
-OUTPUT_DIR="outputs/stress-test" pipenv run python -m scripts.get_aggregated_summary
+OUTPUT_DIR="outputs/stress-test" poetry run python -m scripts.get_aggregated_summary
 ```
 
 This will output something like:
@@ -275,7 +275,7 @@ For example, to visualise results for the last 7 days:
 ```bash
 OUTPUT_DIR="outputs/daily-test" \
 NUMBER_OF_DAYS="7" \
-pipenv run python -m scripts.visualise_results
+poetry run python -m scripts.visualise_results
 ```
 
 A line chart will be generated and saved as `performance_graph.png`.
diff --git a/ci/output-results-to-github.yaml b/ci/output-results-to-github.yaml
index eefc7d21..2cc21c8f 100644
--- a/ci/output-results-to-github.yaml
+++ b/ci/output-results-to-github.yaml
@@ -26,21 +26,21 @@ run:
 
       cd eq-survey-runner-benchmark
 
-      pip3 install pipenv
-      pipenv install --deploy
+      pip3 install poetry
+      poetry install
 
       # Get benchmark outputs
       OUTPUT_BUCKET="$OUTPUT_BUCKET" \
       OUTPUT_DIR="outputs" \
       NUMBER_OF_DAYS="$NUMBER_OF_DAYS" \
-      pipenv run python -m scripts.get_benchmark_results
+      poetry run python -m scripts.get_benchmark_results
 
       # Date to get summary for
       RUNTIME_DATE_STRING="$(date +'%Y-%m-%d')"
       SUMMARY=$(OUTPUT_DIR="outputs/${OUTPUT_DIR}" \
       OUTPUT_DATE="$RUNTIME_DATE_STRING" \
       OUTPUT_TO_GITHUB="True" \
-      pipenv run python -m scripts.get_summary)
+      poetry run python -m scripts.get_summary)
 
       # Post summary to Github
       cd ../
diff --git a/ci/output-results-to-slack.yaml b/ci/output-results-to-slack.yaml
index 72a41d1c..c53b09bd 100644
--- a/ci/output-results-to-slack.yaml
+++ b/ci/output-results-to-slack.yaml
@@ -26,33 +26,33 @@ run:
 
       cd eq-survey-runner-benchmark
 
-      pip3 install pipenv
-      pipenv install --deploy
+      pip3 install poetry
+      poetry install
 
       # Get benchmark outputs
       OUTPUT_BUCKET="$OUTPUT_BUCKET" \
       OUTPUT_DIR="outputs" \
       NUMBER_OF_DAYS="$NUMBER_OF_DAYS" \
-      pipenv run python -m scripts.get_benchmark_results
+      poetry run python -m scripts.get_benchmark_results
 
       # Create performance graph
       OUTPUT_DIR="outputs/${OUTPUT_DIR}" \
       NUMBER_OF_DAYS="$NUMBER_OF_DAYS" \
-      pipenv run python -m scripts.visualise_results
+      poetry run python -m scripts.visualise_results
 
       # Date to get summary for
       RUNTIME_DATE_STRING="$(date +'%Y-%m-%d')"
       SUMMARY=$(OUTPUT_DIR="outputs/${OUTPUT_DIR}" \
       OUTPUT_DATE="$RUNTIME_DATE_STRING" \
-      pipenv run python -m scripts.get_summary)
+      poetry run python -m scripts.get_summary)
 
       # Post summary to Slack
       TITLE="Results For Latest Benchmark" \
       INITIAL_COMMENT="Latest Daily Performance Metrics" \
       CONTENT="$SUMMARY" \
-      pipenv run python -m scripts.slack_notification
+      poetry run python -m scripts.slack_notification
 
       # Post performance graph to Slack
       TITLE="Performance Graph" \
       ATTACHMENT_FILENAME="performance_graph.png" \
-      pipenv run python -m scripts.slack_notification
\ No newline at end of file
+      poetry run python -m scripts.slack_notification
\ No newline at end of file
diff --git a/doc/performance-investigations/README.md b/doc/performance-investigations/README.md
index 1a91e64d..bf0c6b12 100644
--- a/doc/performance-investigations/README.md
+++ b/doc/performance-investigations/README.md
@@ -51,12 +51,12 @@ outputs/
 
 To get a summary for each dated folder, run the following:
 ```
-OUTPUT_DIR=outputs/baseline pipenv run python -m scripts.get_summary 
+OUTPUT_DIR=outputs/baseline poetry run python -m scripts.get_summary 
 ```
 
 To get an aggregated summary for all dated folders, run the following:
 ```
-OUTPUT_DIR=outputs/baseline pipenv run python -m scripts.get_aggregated_summary
+OUTPUT_DIR=outputs/baseline poetry run python -m scripts.get_aggregated_summary
 ```
 
 
diff --git a/generate_requests.py b/generate_requests.py
index 0cc57a54..962698a1 100644
--- a/generate_requests.py
+++ b/generate_requests.py
@@ -17,49 +17,49 @@ def parse_har_file(har_file):
     requests = []
 
     for page in har_parser.pages:
-        entries = page.filter_entries(content_type=r'(text/html|application/pdf)')
+        entries = page.filter_entries(content_type=r"(text/html|application/pdf)")
         for entry in entries:
-            entry_request = entry['request']
+            entry_request = entry["request"]
 
             request_base_url = "{0.scheme}://{0.netloc}".format(
-                urlsplit(entry_request['url'])
+                urlsplit(entry_request["url"])
             )
 
             request = {
-                'method': entry_request['method'],
-                'url': entry_request['url'].replace(request_base_url, ""),
-                'datetime': dateutil.parser.parse(entry['startedDateTime']),
+                "method": entry_request["method"],
+                "url": entry_request["url"].replace(request_base_url, ""),
+                "datetime": dateutil.parser.parse(entry["startedDateTime"]),
             }
 
-            if entry_request['method'] == 'POST':
-                request['data'] = {
-                    unquote_plus(item['name']): unquote_plus(item['value'])
-                    for item in entry_request['postData']['params']
+            if entry_request["method"] == "POST":
+                request["data"] = {
+                    unquote_plus(item["name"]): unquote_plus(item["value"])
+                    for item in entry_request["postData"]["params"]
                 }
-                request['data'].pop('csrf_token', None)
+                request["data"].pop("csrf_token", None)
 
             requests.append(request)
 
-    requests.sort(key=itemgetter('datetime'))
+    requests.sort(key=itemgetter("datetime"))
 
     for request in requests:
-        request.pop('datetime', None)
+        request.pop("datetime", None)
 
-    return {'requests': requests}
+    return {"requests": requests}
 
 
 @click.command()
-@click.argument('har_file', type=click.File('r'))
-@click.argument('requests_file', type=click.File('w'))
-@click.argument('schema_name')
+@click.argument("har_file", type=click.File("r"))
+@click.argument("requests_file", type=click.File("w"))
+@click.argument("schema_name")
 def generate_requests(har_file, requests_file, schema_name):
     requests = parse_har_file(har_file)
-    requests['schema_name'] = schema_name
-    requests['schema_url'] = (
+    requests["schema_name"] = schema_name
+    requests["schema_url"] = (
         f"https://storage.googleapis.com/eq-questionnaire-schemas/{schema_name}.json"
     )
     json.dump(requests, requests_file, indent=4)
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     generate_requests()
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..8c7fe22d
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2914 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "aiohttp"
+version = "3.9.5"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.8"
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+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[[package]]
+name = "zope-event"
+version = "5.0"
+description = "Very basic event publishing system"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "zope.event-5.0-py3-none-any.whl", hash = "sha256:2832e95014f4db26c47a13fdaef84cef2f4df37e66b59d8f1f4a8f319a632c26"},
+    {file = "zope.event-5.0.tar.gz", hash = "sha256:bac440d8d9891b4068e2b5a2c5e2c9765a9df762944bda6955f96bb9b91e67cd"},
+]
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+docs = ["Sphinx"]
+test = ["zope.testrunner"]
+
+[[package]]
+name = "zope-interface"
+version = "6.4.post2"
+description = "Interfaces for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "zope.interface-6.4.post2-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47654177e675bafdf4e4738ce58cdc5c6d6ee2157ac0a78a3fa460942b9d64a8"},
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+    {file = "zope.interface-6.4.post2-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:00b5c3e9744dcdc9e84c24ed6646d5cf0cf66551347b310b3ffd70f056535854"},
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+    {file = "zope.interface-6.4.post2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e96ac6b3169940a8cd57b4f2b8edcad8f5213b60efcd197d59fbe52f0accd66e"},
+    {file = "zope.interface-6.4.post2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cebff2fe5dc82cb22122e4e1225e00a4a506b1a16fafa911142ee124febf2c9e"},
+    {file = "zope.interface-6.4.post2-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:33ee982237cffaf946db365c3a6ebaa37855d8e3ca5800f6f48890209c1cfefc"},
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+    {file = "zope.interface-6.4.post2-cp37-cp37m-win_amd64.whl", hash = "sha256:4c0b208a5d6c81434bdfa0f06d9b667e5de15af84d8cae5723c3a33ba6611b82"},
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+    {file = "zope.interface-6.4.post2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:866a0f583be79f0def667a5d2c60b7b4cc68f0c0a470f227e1122691b443c934"},
+    {file = "zope.interface-6.4.post2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5fe919027f29b12f7a2562ba0daf3e045cb388f844e022552a5674fcdf5d21f1"},
+    {file = "zope.interface-6.4.post2-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e0343a6e06d94f6b6ac52fbc75269b41dd3c57066541a6c76517f69fe67cb43"},
+    {file = "zope.interface-6.4.post2-cp38-cp38-win_amd64.whl", hash = "sha256:dabb70a6e3d9c22df50e08dc55b14ca2a99da95a2d941954255ac76fd6982bc5"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:706efc19f9679a1b425d6fa2b4bc770d976d0984335eaea0869bd32f627591d2"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3d136e5b8821073e1a09dde3eb076ea9988e7010c54ffe4d39701adf0c303438"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1730c93a38b5a18d24549bc81613223962a19d457cfda9bdc66e542f475a36f4"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bc2676312cc3468a25aac001ec727168994ea3b69b48914944a44c6a0b251e79"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a62fd6cd518693568e23e02f41816adedfca637f26716837681c90b36af3671"},
+    {file = "zope.interface-6.4.post2-cp39-cp39-win_amd64.whl", hash = "sha256:d3f7e001328bd6466b3414215f66dde3c7c13d8025a9c160a75d7b2687090d15"},
+    {file = "zope.interface-6.4.post2.tar.gz", hash = "sha256:1c207e6f6dfd5749a26f5a5fd966602d6b824ec00d2df84a7e9a924e8933654e"},
+]
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx-rtd-theme"]
+test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.11"
+content-hash = "f3af8e4ad8b1b191a7b065e3699a4c5436782a20e9a83ea0a8dd895092fb48bf"
diff --git a/pyproject.toml b/pyproject.toml
index 96803b0b..57406b92 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,31 @@
-[tool.black]
-skip-string-normalization = true
-target_version = ['py37']
+[tool.poetry]
+name = "eq-survey-runner-benchmark"
+version = "1.0.0"
+description = "ONS Digital eQ Survey Runner Benchmark App"
+authors = ["ONSDigital"]
+package-mode = false
+
+[tool.poetry.dependencies]
+python = "^3.11"
+haralyzer = "*"
+backoff = "*"
+sdc-cryptography = "*"
+click = "*"
+locust = "*"
+google-cloud-storage = "*"
+pandas = "*"
+matplotlib = "*"
+slackclient = "*"
+
+[tool.poetry.group.dev.dependencies]
+black = "*"
+"flake8" = "*"
+isort = "*"
+pytest = "*"
+pytest-cov = "*"
+pytest-mock = "*"
+freezegun = "*"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/run.sh b/run.sh
index c472d574..aa22af09 100755
--- a/run.sh
+++ b/run.sh
@@ -1,4 +1,4 @@
 #!/bin/bash
 
 echo "Running Locust benchmark"
-USER_WAIT_TIME_MIN_SECONDS=0 USER_WAIT_TIME_MAX_SECONDS=0 REQUESTS_JSON="${1}" INCLUDE_SCHEMA_URL_IN_TOKEN="${2}" HOST="${3:-http://localhost:5000}"  pipenv run locust --headless -u 1 -r 1 -t ${4:-1m} --csv=${5:-output} -L WARNING
+USER_WAIT_TIME_MIN_SECONDS=0 USER_WAIT_TIME_MAX_SECONDS=0 REQUESTS_JSON="${1}" INCLUDE_SCHEMA_URL_IN_TOKEN="${2}" HOST="${3:-http://localhost:5000}"  poetry run locust --headless -u 1 -r 1 -t ${4:-1m} --csv=${5:-output} -L WARNING
diff --git a/runner_benchmark/questionnaire_mixins.py b/runner_benchmark/questionnaire_mixins.py
index 5b8424bf..7afc1556 100644
--- a/runner_benchmark/questionnaire_mixins.py
+++ b/runner_benchmark/questionnaire_mixins.py
@@ -24,14 +24,14 @@ def get(self, url, name=None, expect_redirect=False):
             if not response.content:
                 response.failure(f"No content in GET response for url: {url}")
 
-            if "text/html" in response.headers['content-type']:
-                self.csrf_token = _extract_csrf_token(response.content.decode('utf8'))
+            if "text/html" in response.headers["content-type"]:
+                self.csrf_token = _extract_csrf_token(response.content.decode("utf8"))
 
             return response
 
     def post(self, base_url, request_url, data={}, name=None):
-        data['csrf_token'] = self.csrf_token
-        headers = {'Referer': base_url}
+        data["csrf_token"] = self.csrf_token
+        headers = {"Referer": base_url}
 
         with self.client.post(
             allow_redirects=False,
diff --git a/runner_benchmark/taskset.py b/runner_benchmark/taskset.py
index 763bc777..b572d760 100644
--- a/runner_benchmark/taskset.py
+++ b/runner_benchmark/taskset.py
@@ -20,16 +20,16 @@ def __init__(self, parent):
         self.base_url = self.client.base_url
         self.redirect_params = {}
         self.include_schema_url_in_token = (
-            os.getenv('INCLUDE_SCHEMA_URL_IN_TOKEN', 'false').lower() == 'true'
+            os.getenv("INCLUDE_SCHEMA_URL_IN_TOKEN", "false").lower() == "true"
         )
 
-        requests_filepath = os.environ.get('REQUESTS_JSON', 'requests.json')
+        requests_filepath = os.environ.get("REQUESTS_JSON", "requests.json")
 
-        with open(requests_filepath, encoding='utf-8') as requests_file:
+        with open(requests_filepath, encoding="utf-8") as requests_file:
             requests_json = json.load(requests_file)
-            self.schema_name = requests_json['schema_name']
-            self.requests = requests_json['requests']
-            self.schema_url = requests_json['schema_url']
+            self.schema_name = requests_json["schema_name"]
+            self.requests = requests_json["requests"]
+            self.schema_url = requests_json["schema_url"]
 
     @task
     def start(self):
@@ -37,17 +37,17 @@ def start(self):
         self.replay_requests()
 
     def replay_requests(self):
-        user_wait_time_min = int(os.getenv('USER_WAIT_TIME_MIN_SECONDS', 1))
-        user_wait_time_max = int(os.getenv('USER_WAIT_TIME_MAX_SECONDS', 2))
-        url_name_regex = r'{.*?}'
+        user_wait_time_min = int(os.getenv("USER_WAIT_TIME_MIN_SECONDS", 1))
+        user_wait_time_max = int(os.getenv("USER_WAIT_TIME_MAX_SECONDS", 2))
+        url_name_regex = r"{.*?}"
 
-        self.get('/questionnaire', expect_redirect=True)
+        self.get("/questionnaire", expect_redirect=True)
 
         for request in self.requests:
-            url_name = re.sub(url_name_regex, '{id}', request['url'])
-            request_url = request['url'].format_map(self.redirect_params)
+            url_name = re.sub(url_name_regex, "{id}", request["url"])
+            request_url = request["url"].format_map(self.redirect_params)
 
-            if request['method'] == 'GET':
+            if request["method"] == "GET":
                 expect_redirect = "redirect_route" in request
                 response = self.get(
                     request_url, name=url_name, expect_redirect=expect_redirect
@@ -59,9 +59,9 @@ def replay_requests(self):
                 if user_wait_time_min and user_wait_time_max:
                     time.sleep(r.randint(user_wait_time_min, user_wait_time_max))
 
-            elif request['method'] == 'POST':
+            elif request["method"] == "POST":
                 response = self.post(
-                    self.base_url, request_url, request['data'], name=url_name
+                    self.base_url, request_url, request["data"], name=url_name
                 )
                 if "redirect_route" in request:
                     self.handle_redirect(request, response)
@@ -74,7 +74,7 @@ def replay_requests(self):
     def handle_redirect(self, request, response):
         self.redirect_params.update(
             parse_params_from_location(
-                response.headers['Location'], request['redirect_route']
+                response.headers["Location"], request["redirect_route"]
             )
         )
 
@@ -84,5 +84,5 @@ def do_launch_survey(self):
         )
         token = create_token(schema_name=self.schema_name, **extra_payload)
 
-        url = f'/session?token={token}'
-        self.get(url=url, name='/session', expect_redirect=True)
+        url = f"/session?token={token}"
+        self.get(url=url, name="/session", expect_redirect=True)
diff --git a/runner_benchmark/token_generator.py b/runner_benchmark/token_generator.py
index 382a5b15..f6fd901e 100644
--- a/runner_benchmark/token_generator.py
+++ b/runner_benchmark/token_generator.py
@@ -6,12 +6,12 @@
 from sdc.crypto.encrypter import encrypt
 from sdc.crypto.key_store import KeyStore
 
-KEY_PURPOSE_AUTHENTICATION = 'authentication'
+KEY_PURPOSE_AUTHENTICATION = "authentication"
 
-EQ_USER_AUTHENTICATION_RRM_PRIVATE_KEY_KID = '709eb42cfee5570058ce0711f730bfbb7d4c8ade'
-SR_USER_AUTHENTICATION_PUBLIC_KEY_KID = 'e19091072f920cbf3ca9f436ceba309e7d814a62'
+EQ_USER_AUTHENTICATION_RRM_PRIVATE_KEY_KID = "709eb42cfee5570058ce0711f730bfbb7d4c8ade"
+SR_USER_AUTHENTICATION_PUBLIC_KEY_KID = "e19091072f920cbf3ca9f436ceba309e7d814a62"
 
-KEYS_FOLDER = './jwt-test-keys'
+KEYS_FOLDER = "./jwt-test-keys"
 
 TOP_LEVEL_METADATA_KEYS = [
     "exp",
@@ -33,57 +33,57 @@
 ]
 
 PAYLOAD = {
-    'version': 'v2',
-    'account_service_url': 'http://upstream.url',
-    'case_id': str(uuid4()),
-    'collection_exercise_sid': str(uuid4()),
-    'response_id': str(uuid4()),
-    'language_code': 'en',
-    'region_code': 'GB-ENG',
-    'roles': [],
-    'survey_metadata': {
-        'data': {
-            'case_ref': '1000000000000001',
-            'form_type': '0001',
-            'period_id': '201907',
-            'period_str': 'July 2019',
-            'ref_p_start_date': '2019-04-01',
-            'ref_p_end_date': '2019-11-30',
-            'ru_name': 'Benchmark Testing',
-            'ru_ref': '123456789012A',
-            'trad_as': 'Benchmark Tests',
-            'display_address': '68 Abingdon Road, Goathill',
-            'user_id': 'benchmark-user',
-            'survey_id': '0',
-            'employment_date': '2019-04-01',
+    "version": "v2",
+    "account_service_url": "http://upstream.url",
+    "case_id": str(uuid4()),
+    "collection_exercise_sid": str(uuid4()),
+    "response_id": str(uuid4()),
+    "language_code": "en",
+    "region_code": "GB-ENG",
+    "roles": [],
+    "survey_metadata": {
+        "data": {
+            "case_ref": "1000000000000001",
+            "form_type": "0001",
+            "period_id": "201907",
+            "period_str": "July 2019",
+            "ref_p_start_date": "2019-04-01",
+            "ref_p_end_date": "2019-11-30",
+            "ru_name": "Benchmark Testing",
+            "ru_ref": "123456789012A",
+            "trad_as": "Benchmark Tests",
+            "display_address": "68 Abingdon Road, Goathill",
+            "user_id": "benchmark-user",
+            "survey_id": "0",
+            "employment_date": "2019-04-01",
         }
     },
 }
 
 
 def get_file_contents(filename, trim=False):
-    with open(os.path.join(KEYS_FOLDER, filename), 'r') as f:
+    with open(os.path.join(KEYS_FOLDER, filename), "r") as f:
         data = f.read()
         if trim:
-            data = data.rstrip('\r\n')
+            data = data.rstrip("\r\n")
     return data
 
 
 _key_store = KeyStore(
     {
-        'keys': {
+        "keys": {
             EQ_USER_AUTHENTICATION_RRM_PRIVATE_KEY_KID: {
-                'purpose': KEY_PURPOSE_AUTHENTICATION,
-                'type': 'private',
-                'value': get_file_contents(
-                    'sdc-user-authentication-signing-rrm-private-key.pem'
+                "purpose": KEY_PURPOSE_AUTHENTICATION,
+                "type": "private",
+                "value": get_file_contents(
+                    "sdc-user-authentication-signing-rrm-private-key.pem"
                 ),
             },
             SR_USER_AUTHENTICATION_PUBLIC_KEY_KID: {
-                'purpose': KEY_PURPOSE_AUTHENTICATION,
-                'type': 'public',
-                'value': get_file_contents(
-                    'sdc-user-authentication-encryption-sr-public-key.pem'
+                "purpose": KEY_PURPOSE_AUTHENTICATION,
+                "type": "public",
+                "value": get_file_contents(
+                    "sdc-user-authentication-encryption-sr-public-key.pem"
                 ),
             },
         }
@@ -93,16 +93,16 @@ def get_file_contents(filename, trim=False):
 
 def _get_payload_with_params(schema_name, schema_url=None, **extra_payload):
     payload_vars = PAYLOAD.copy()
-    payload_vars['tx_id'] = str(uuid4())
-    payload_vars['response_id'] = str(uuid4())
-    payload_vars['schema_name'] = schema_name
+    payload_vars["tx_id"] = str(uuid4())
+    payload_vars["response_id"] = str(uuid4())
+    payload_vars["schema_name"] = schema_name
     if schema_url:
-        payload_vars['schema_url'] = schema_url
+        payload_vars["schema_url"] = schema_url
 
-    payload_vars['iat'] = time.time()
-    payload_vars['exp'] = payload_vars['iat'] + float(3600)  # one hour from now
-    payload_vars['jti'] = str(uuid4())
-    payload_vars['response_expires_at'] = (
+    payload_vars["iat"] = time.time()
+    payload_vars["exp"] = payload_vars["iat"] + float(3600)  # one hour from now
+    payload_vars["jti"] = str(uuid4())
+    payload_vars["response_expires_at"] = (
         datetime.now(tz=timezone.utc) + timedelta(days=7)
     ).isoformat()  # 7 days from now in ISO 8601 format
 
@@ -110,7 +110,7 @@ def _get_payload_with_params(schema_name, schema_url=None, **extra_payload):
         if key in TOP_LEVEL_METADATA_KEYS:
             payload_vars[key] = value
         else:
-            payload_vars['survey_metadata']['data'][key] = value
+            payload_vars["survey_metadata"]["data"][key] = value
 
     return payload_vars
 
diff --git a/runner_benchmark/utils.py b/runner_benchmark/utils.py
index b4bf20c8..fab734b6 100644
--- a/runner_benchmark/utils.py
+++ b/runner_benchmark/utils.py
@@ -10,7 +10,7 @@ def parse_params_from_location(url, route):
     fields = [
         (i, element[1:-1])
         for i, element in enumerate(parsed_route.path.split("/"))
-        if element.startswith('{') and element.endswith('}')
+        if element.startswith("{") and element.endswith("}")
     ]
 
     for value_pos, value in enumerate(parsed_url.path.split("/")):
diff --git a/scripts/benchmark_stats.py b/scripts/benchmark_stats.py
index 52ed03b6..c60e44c1 100644
--- a/scripts/benchmark_stats.py
+++ b/scripts/benchmark_stats.py
@@ -34,26 +34,26 @@ def __str__(self):
             formatted_percentiles = formatted_percentiles.replace(os.linesep, "<br />")
             return (
                 f'{{"body": "'
-                f'**Benchmark Results**<br /><br />'
-                f'Percentile Averages:<br />'
-                f'{formatted_percentiles}<br />'
-                f'GETs (99th): {self.average_get}ms<br />'
-                f'POSTs (99th): {self.average_post}ms<br /><br />'
-                f'Total Requests: {self.total_requests:,}<br />'
-                f'Total Failures: {self._total_failures:,}<br />'
+                f"**Benchmark Results**<br /><br />"
+                f"Percentile Averages:<br />"
+                f"{formatted_percentiles}<br />"
+                f"GETs (99th): {self.average_get}ms<br />"
+                f"POSTs (99th): {self.average_post}ms<br /><br />"
+                f"Total Requests: {self.total_requests:,}<br />"
+                f"Total Failures: {self._total_failures:,}<br />"
                 f'Error Percentage: {(round(self.error_percentage, 2))}%<br />"}}'
             )
         return (
-            f'---\n'
-            f'Percentile Averages:\n'
-            f'{formatted_percentiles}\n'
-            f'---\n'
-            f'GETs (99th): {self.average_get}ms\n'
-            f'POSTs (99th): {self.average_post}ms\n'
-            f'---\n'
-            f'Total Requests: {self.total_requests:,}\n'
-            f'Total Failures: {self._total_failures:,}\n'
-            f'Error Percentage: {(round(self.error_percentage, 2))}%\n'
+            f"---\n"
+            f"Percentile Averages:\n"
+            f"{formatted_percentiles}\n"
+            f"---\n"
+            f"GETs (99th): {self.average_get}ms\n"
+            f"POSTs (99th): {self.average_post}ms\n"
+            f"---\n"
+            f"Total Requests: {self.total_requests:,}\n"
+            f"Total Failures: {self._total_failures:,}\n"
+            f"Error Percentage: {(round(self.error_percentage, 2))}%\n"
         )
 
     def _process_file_data(self):
diff --git a/scripts/get_benchmark_results.py b/scripts/get_benchmark_results.py
index befedcc7..4c048f0d 100644
--- a/scripts/get_benchmark_results.py
+++ b/scripts/get_benchmark_results.py
@@ -7,12 +7,12 @@
 from scripts.get_summary import parse_environment_variables
 from scripts.google_cloud_storage import GoogleCloudStorage
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     output_bucket = os.getenv("OUTPUT_BUCKET")
 
     parsed_variables = parse_environment_variables()
-    number_of_days = parsed_variables['number_of_days']
-    output_dir = parsed_variables['output_dir']
+    number_of_days = parsed_variables["number_of_days"]
+    output_dir = parsed_variables["output_dir"]
 
     from_date = (
         datetime.now(tz=tzutc()) - timedelta(days=number_of_days)
@@ -28,4 +28,4 @@
     print("Fetching files...")
 
     gcs.get_files(from_date=from_date, output_dir=output_dir)
-    print('All files downloaded')
+    print("All files downloaded")
diff --git a/scripts/google_cloud_storage.py b/scripts/google_cloud_storage.py
index 8ac5c4a5..07a3e555 100644
--- a/scripts/google_cloud_storage.py
+++ b/scripts/google_cloud_storage.py
@@ -15,7 +15,7 @@ def upload_files(
     ):
         for output_file in output_files:
             output_filename = (
-                f'{output_filename_prefix}_{output_file}'
+                f"{output_filename_prefix}_{output_file}"
                 if output_filename_prefix
                 else output_file
             )
@@ -29,16 +29,16 @@ def get_files(self, from_date, output_dir):
             if blob.name.endswith("/") or (from_date and blob.time_created < from_date):
                 continue
 
-            file_path = blob.name.rsplit('/', 1)[0]
+            file_path = blob.name.rsplit("/", 1)[0]
 
-            output_file_path = f'{output_dir}/{file_path}'
+            output_file_path = f"{output_dir}/{file_path}"
 
             if not os.path.exists(output_file_path):
                 os.makedirs(output_file_path)
 
-            blob.download_to_filename(filename=f'{output_dir}/{blob.name}')
+            blob.download_to_filename(filename=f"{output_dir}/{blob.name}")
 
             metadata_file_path = f"{output_dir}/{file_path}/metadata.json"
             if not os.path.exists(metadata_file_path):
-                with open(metadata_file_path, 'w+') as file:
+                with open(metadata_file_path, "w+") as file:
                     file.write(json.dumps(blob.metadata, indent=2))
diff --git a/scripts/slack_notification.py b/scripts/slack_notification.py
index 9b4cc3d6..9bbd98e7 100644
--- a/scripts/slack_notification.py
+++ b/scripts/slack_notification.py
@@ -7,18 +7,18 @@
 
 
 def parse_environment_variables():
-    slack_auth_token = os.getenv('SLACK_AUTH_TOKEN')
+    slack_auth_token = os.getenv("SLACK_AUTH_TOKEN")
     if not slack_auth_token:
         print("'SLACK_AUTH_TOKEN' environment variable must be provided")
         sys.exit(1)
 
-    slack_channel = os.getenv('SLACK_CHANNEL_NAME')
+    slack_channel = os.getenv("SLACK_CHANNEL_NAME")
     if not slack_channel:
         print("'SLACK_CHANNEL_NAME' environment variable must be provided")
         sys.exit(1)
 
-    content = os.getenv('CONTENT')
-    attachment_filename = os.getenv('ATTACHMENT_FILENAME')
+    content = os.getenv("CONTENT")
+    attachment_filename = os.getenv("ATTACHMENT_FILENAME")
     if content and attachment_filename:
         print(
             "Only one of 'CONTENT' or 'ATTACHMENT_FILENAME' environment variable can be provided"
@@ -35,18 +35,18 @@ def parse_environment_variables():
         print("Attachment file does not exist")
         sys.exit(1)
 
-    initial_comment = os.getenv('INITIAL_COMMENT', '')
-    title = os.getenv('TITLE', '')
-    file_type = os.getenv('FILE_TYPE', 'yaml')
+    initial_comment = os.getenv("INITIAL_COMMENT", "")
+    title = os.getenv("TITLE", "")
+    file_type = os.getenv("FILE_TYPE", "yaml")
 
     return {
-        'slack_auth_token': slack_auth_token,
-        'slack_channel': slack_channel,
-        'content': content,
-        'attachment_filename': attachment_filename,
-        'file_type': file_type,
-        'initial_comment': initial_comment,
-        'title': title,
+        "slack_auth_token": slack_auth_token,
+        "slack_channel": slack_channel,
+        "content": content,
+        "attachment_filename": attachment_filename,
+        "file_type": file_type,
+        "initial_comment": initial_comment,
+        "title": title,
     }
 
 
@@ -64,7 +64,7 @@ def post_slack_notification(
     try:
         if content:
             response = client.files_upload(
-                channels=f'#{slack_channel}',
+                channels=f"#{slack_channel}",
                 content=content,
                 filetype=file_type,
                 title=title,
@@ -72,7 +72,7 @@ def post_slack_notification(
             )
         else:
             response = client.files_upload(
-                channels=f'#{slack_channel}',
+                channels=f"#{slack_channel}",
                 file=attachment_filename,
                 title=title,
                 initial_comment=initial_comment,
@@ -81,17 +81,17 @@ def post_slack_notification(
         print(f'Slack notification errored\nError: {e.response["error"]}')
         sys.exit(2)
 
-    if response.get('ok', False) is False:
-        print('Slack notification failed')
+    if response.get("ok", False) is False:
+        print("Slack notification failed")
         sys.exit(2)
 
-    print('Slack notification posted')
+    print("Slack notification posted")
 
 
 if __name__ == "__main__":
     with warnings.catch_warnings():
         #  https://github.com/slackapi/python-slackclient/issues/622
-        warnings.simplefilter('ignore', category=RuntimeWarning)
+        warnings.simplefilter("ignore", category=RuntimeWarning)
 
         parsed_variables = parse_environment_variables()
         post_slack_notification(**parsed_variables)
diff --git a/scripts/store_benchmark_outputs.py b/scripts/store_benchmark_outputs.py
index 7488f941..02738b3b 100644
--- a/scripts/store_benchmark_outputs.py
+++ b/scripts/store_benchmark_outputs.py
@@ -6,39 +6,39 @@
 
 
 def get_runner_version(runner_url):
-    response = requests.get(f'{runner_url}/status')
+    response = requests.get(f"{runner_url}/status")
     if response.status_code == 200:
-        return response.json().get('version', '').strip()
+        return response.json().get("version", "").strip()
 
 
-'''
+"""
 This script allows the upload of the benchmark outputs to a GCS Bucket.
 If running locally, you must specify valid Application Default Credentials (ADC):
 https://cloud.google.com/docs/authentication/production
-'''
-if __name__ == '__main__':
-    gcs_bucket_name = os.environ['GCS_OUTPUT_BUCKET']
+"""
+if __name__ == "__main__":
+    gcs_bucket_name = os.environ["GCS_OUTPUT_BUCKET"]
 
     if not gcs_bucket_name:
         raise ValueError(
-            'Value for `GCS_OUTPUT_BUCKET` environment variable not valid.'
+            "Value for `GCS_OUTPUT_BUCKET` environment variable not valid."
         )
 
-    host = os.getenv('HOST')
+    host = os.getenv("HOST")
     runner_version = get_runner_version(host)
-    locust_options = os.getenv('LOCUST_OPTS')
-    requests_json = os.getenv('REQUESTS_JSON')
-    output_directory = os.getenv('OUTPUT_DIRECTORY')
-    min_wait = os.getenv('USER_WAIT_TIME_MIN_SECONDS')
-    max_wait = os.getenv('USER_WAIT_TIME_MAX_SECONDS')
-    filename_prefix = os.getenv('OUTPUT_FILENAME_PREFIX')
+    locust_options = os.getenv("LOCUST_OPTS")
+    requests_json = os.getenv("REQUESTS_JSON")
+    output_directory = os.getenv("OUTPUT_DIRECTORY")
+    min_wait = os.getenv("USER_WAIT_TIME_MIN_SECONDS")
+    max_wait = os.getenv("USER_WAIT_TIME_MAX_SECONDS")
+    filename_prefix = os.getenv("OUTPUT_FILENAME_PREFIX")
 
     gcs = GoogleCloudStorage(bucket_name=gcs_bucket_name)
     gcs.upload_files(
         output_files=(
-            'output_stats.csv',
-            'output_stats_history.csv',
-            'output_failures.csv',
+            "output_stats.csv",
+            "output_stats_history.csv",
+            "output_failures.csv",
         ),
         directory=output_directory,
         output_filename_prefix=filename_prefix,
diff --git a/scripts/visualise_results.py b/scripts/visualise_results.py
index 67094a59..6dc589bc 100644
--- a/scripts/visualise_results.py
+++ b/scripts/visualise_results.py
@@ -14,7 +14,7 @@ class GraphGenerationFailed(Exception):
 
 def plot_data(df, number_of_days_to_plot):
     try:
-        plt.style.use('fast')
+        plt.style.use("fast")
 
         if (
             number_of_days_to_plot and number_of_days_to_plot <= 45
@@ -31,7 +31,7 @@ def plot_data(df, number_of_days_to_plot):
         plt.ylabel("Average Response Time (ms)")
         plt.xlabel("Run Date (YYYY-MM-DD)", labelpad=13)
 
-        plt.savefig('performance_graph.png', bbox_inches="tight")
+        plt.savefig("performance_graph.png", bbox_inches="tight")
         print("Graph saved as performance_graph.png")
     except Exception as e:
         raise GraphGenerationFailed from e
@@ -53,9 +53,9 @@ def get_data_frame(results):
     return DataFrame(result_fields, columns=["DATE", *percentile_columns])
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     parsed_variables = parse_environment_variables()
-    number_of_days = parsed_variables['number_of_days']
+    number_of_days = parsed_variables["number_of_days"]
 
     folders = sorted(glob(f"{parsed_variables['output_dir']}/*"))
     results = get_results(folders, number_of_days)
diff --git a/tests/conftest.py b/tests/conftest.py
index 03b24cf2..d5950d67 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -3,37 +3,37 @@
 from scripts.get_summary import get_results
 
 EXPECTED_OUTPUT_SINGLE_FOLDER = (
-    '---\n'
-    'Percentile Averages:\n'
-    '50th: 58ms\n'
-    '90th: 96ms\n'
-    '95th: 173ms\n'
-    '99th: 301ms\n'
-    '99.9th: 477ms\n'
-    '---\n'
-    'GETs (99th): 380ms\n'
-    'POSTs (99th): 211ms\n'
-    '---\n'
-    'Total Requests: 70,640\n'
-    'Total Failures: 1\n'
-    'Error Percentage: 0.0%\n'
+    "---\n"
+    "Percentile Averages:\n"
+    "50th: 58ms\n"
+    "90th: 96ms\n"
+    "95th: 173ms\n"
+    "99th: 301ms\n"
+    "99.9th: 477ms\n"
+    "---\n"
+    "GETs (99th): 380ms\n"
+    "POSTs (99th): 211ms\n"
+    "---\n"
+    "Total Requests: 70,640\n"
+    "Total Failures: 1\n"
+    "Error Percentage: 0.0%\n"
 )
 
 EXPECTED_OUTPUT_MULTIPLE_FOLDERS = (
-    '---\n'
-    'Percentile Averages:\n'
-    '50th: 58ms\n'
-    '90th: 98ms\n'
-    '95th: 176ms\n'
-    '99th: 313ms\n'
-    '99.9th: 595ms\n'
-    '---\n'
-    'GETs (99th): 383ms\n'
-    'POSTs (99th): 234ms\n'
-    '---\n'
-    'Total Requests: 211,841\n'
-    'Total Failures: 2\n'
-    'Error Percentage: 0.0%\n'
+    "---\n"
+    "Percentile Averages:\n"
+    "50th: 58ms\n"
+    "90th: 98ms\n"
+    "95th: 176ms\n"
+    "99th: 313ms\n"
+    "99.9th: 595ms\n"
+    "---\n"
+    "GETs (99th): 383ms\n"
+    "POSTs (99th): 234ms\n"
+    "---\n"
+    "Total Requests: 211,841\n"
+    "Total Failures: 2\n"
+    "Error Percentage: 0.0%\n"
 )
 
 
diff --git a/tests/test_get_summary.py b/tests/test_get_summary.py
index 983003ba..fdc4a38c 100644
--- a/tests/test_get_summary.py
+++ b/tests/test_get_summary.py
@@ -5,36 +5,36 @@
 from tests.conftest import EXPECTED_OUTPUT_SINGLE_FOLDER
 
 EXPECTED_OUTPUT_20240206_FOLDER = (
-    '---\n'
-    'Percentile Averages:\n'
-    '50th: 58ms\n'
-    '90th: 99ms\n'
-    '95th: 177ms\n'
-    '99th: 319ms\n'
-    '99.9th: 654ms\n'
-    '---\n'
-    'GETs (99th): 384ms\n'
-    'POSTs (99th): 245ms\n'
-    '---\n'
-    'Total Requests: 141,201\n'
-    'Total Failures: 1\n'
-    'Error Percentage: 0.0%\n'
+    "---\n"
+    "Percentile Averages:\n"
+    "50th: 58ms\n"
+    "90th: 99ms\n"
+    "95th: 177ms\n"
+    "99th: 319ms\n"
+    "99.9th: 654ms\n"
+    "---\n"
+    "GETs (99th): 384ms\n"
+    "POSTs (99th): 245ms\n"
+    "---\n"
+    "Total Requests: 141,201\n"
+    "Total Failures: 1\n"
+    "Error Percentage: 0.0%\n"
 )
 
 EXPECTED_OUTPUT_20240206_FOLDER_GITHUB = (
     '{"body": "'
-    '**Benchmark Results**<br /><br />'
-    'Percentile Averages:<br />'
-    '50th: 58ms<br />'
-    '90th: 96ms<br />'
-    '95th: 173ms<br />'
-    '99th: 301ms<br />'
-    '99.9th: 477ms<br />'
-    'GETs (99th): 380ms<br />'
-    'POSTs (99th): 211ms<br /><br />'
-    'Total Requests: 70,640<br />'
-    'Total Failures: 1<br />'
-    'Error Percentage: 0.0%<br />'
+    "**Benchmark Results**<br /><br />"
+    "Percentile Averages:<br />"
+    "50th: 58ms<br />"
+    "90th: 96ms<br />"
+    "95th: 173ms<br />"
+    "99th: 301ms<br />"
+    "99.9th: 477ms<br />"
+    "GETs (99th): 380ms<br />"
+    "POSTs (99th): 211ms<br /><br />"
+    "Total Requests: 70,640<br />"
+    "Total Failures: 1<br />"
+    "Error Percentage: 0.0%<br />"
     '"}\n'
 )