diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..89635cc
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,13 @@
+[flake8]
+max-line-length = 120
+max-complexity = 10
+select = C,E,F,W,B,B950
+ignore = E203,E501,W503,E722,B001,C901
+exclude =
+    .git,
+    test_*,
+    __pycache__,
+    *.egg-info,
+    .nox,
+    .pytest_cache,
+    .mypy_cache
diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
new file mode 100644
index 0000000..fcca4ea
--- /dev/null
+++ b/.github/release-drafter.yml
@@ -0,0 +1,31 @@
+name-template: 'v$RESOLVED_VERSION 🌈'
+tag-template: 'v$RESOLVED_VERSION'
+categories:
+  - title: '🚀 Features'
+    labels:
+      - 'feature'
+      - 'enhancement'
+  - title: '🐛 Bug Fixes'
+    labels:
+      - 'fix'
+      - 'bugfix'
+      - 'bug'
+  - title: '🧰 Maintenance'
+    label: 'chore'
+change-template: '- $TITLE @$AUTHOR (#$NUMBER)'
+change-title-escapes: '\<*_&' # You can add # and @ to disable mentions, and add ` to disable code blocks.
+version-resolver:
+  major:
+    labels:
+      - 'major'
+  minor:
+    labels:
+      - 'minor'
+  patch:
+    labels:
+      - 'patch'
+  default: patch
+template: |
+  ## Changes
+
+  $CHANGES
diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
new file mode 100644
index 0000000..0db7e2c
--- /dev/null
+++ b/.github/workflows/publish-pypi.yml
@@ -0,0 +1,43 @@
+name: Publish Pypi
+on:
+  release:
+    types: [ published ]
+
+jobs:
+  pytest:
+    name: Publish to PyPi
+    runs-on: ubuntu-latest
+    env:
+      ACTIONS_ALLOW_UNSECURE_COMMANDS: true
+    steps:
+      - uses: actions/checkout@master
+      - name: Set up Python 3.8
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.8
+
+      - name: Install Poetry
+        uses: dschep/install-poetry-action@v1.3
+
+      - name: Cache Poetry virtualenv
+        uses: actions/cache@v1
+        id: cache
+        with:
+          path: ~/.virtualenvs
+          key: poetry-${{ hashFiles('**/poetry.lock') }}
+          restore-keys: |
+            poetry-${{ hashFiles('**/poetry.lock') }}
+
+      - name: Set Poetry config
+        run: |
+          poetry config virtualenvs.in-project false
+          poetry config virtualenvs.path ~/.virtualenvs
+
+      - name: Install Dependencies
+        run: poetry install
+        if: steps.cache.outputs.cache-hit != 'true'
+
+      - name: Publish to PyPI
+        if: github.event_name == 'release'
+        run: |
+          poetry publish -u __token__ -p ${{ secrets.PYPI_TOKEN }} --build
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
new file mode 100644
index 0000000..ce6fffd
--- /dev/null
+++ b/.github/workflows/release-drafter.yml
@@ -0,0 +1,32 @@
+name: Release Drafter
+
+on:
+  push:
+    # branches to consider in the event; optional, defaults to all
+    branches:
+      - main
+  # pull_request event is required only for autolabeler
+  pull_request:
+    # Only following types are handled by the action, but one can default to all as well
+    types: [opened, reopened, synchronize]
+  # pull_request_target event is required for autolabeler to support PRs from forks
+  # pull_request_target:
+  #   types: [opened, reopened, synchronize]
+
+jobs:
+  update_release_draft:
+    runs-on: ubuntu-latest
+    steps:
+      # (Optional) GitHub Enterprise requires GHE_HOST variable set
+      #- name: Set GHE_HOST
+      #  run: |
+      #    echo "GHE_HOST=${GITHUB_SERVER_URL##https:\/\/}" >> $GITHUB_ENV
+
+      # Drafts your next Release notes as Pull Requests are merged into "master"
+      - uses: release-drafter/release-drafter@v5
+        # (Optional) specify config name to use, relative to .github/. Default: release-drafter.yml
+        # with:
+        #   config-name: my-config.yml
+        #   disable-autolabeler: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/tox.yml b/.github/workflows/tox.yml
new file mode 100644
index 0000000..80f104c
--- /dev/null
+++ b/.github/workflows/tox.yml
@@ -0,0 +1,45 @@
+name: Run Tests using tox
+on:
+  pull_request:
+  push:
+    branches:
+      - master
+
+jobs:
+  pytest:
+    strategy:
+      matrix:
+        python-version: [ 3.8, 3.9 ]
+        os: [ ubuntu-latest ]
+    env:
+      ACTIONS_ALLOW_UNSECURE_COMMANDS: true
+      USING_COVERAGE: "3.9"
+
+    runs-on: ${{ matrix.os }}
+    name: os ${{ matrix.os }} python ${{ matrix.python-version }} Linting, testing, and compliance
+    steps:
+    - uses: actions/checkout@master
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - uses: docker-practice/actions-setup-docker@master
+
+    - name: Install Poetry
+      uses: dschep/install-poetry-action@v1.3
+
+    - name: Install Tox
+      run: |
+        pip3 install black coverage flake8 tox tox-docker tox-poetry
+
+    - name: Run tox
+      run: |
+        tox
+
+    - name: Upload coverage to Codecov
+      uses: codecov/codecov-action@v1
+      if: contains(env.USING_COVERAGE, matrix.python-version)
+      with:
+        fail_ci_if_error: true
diff --git a/.gitignore b/.gitignore
index b6e4761..fa181fd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -127,3 +127,6 @@ dmypy.json
 
 # Pyre type checker
 .pyre/
+
+# ide
+.idea
diff --git a/README.rst b/README.rst
new file mode 100644
index 0000000..e69de29
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..62ed4c8
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,796 @@
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "21.4.0"
+description = "Classes Without Boilerplate"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+
+[[package]]
+name = "black"
+version = "22.3.0"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "certifi"
+version = "2021.10.8"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.0.12"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "click"
+version = "8.1.2"
+description = "Composable command line interface toolkit"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "coverage"
+version = "6.3.2"
+description = "Code coverage measurement for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+toml = ["tomli"]
+
+[[package]]
+name = "distlib"
+version = "0.3.4"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "filelock"
+version = "3.6.0"
+description = "A platform independent file lock."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
+testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
+
+[[package]]
+name = "flake8"
+version = "4.0.1"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.8.0,<2.9.0"
+pyflakes = ">=2.4.0,<2.5.0"
+
+[[package]]
+name = "gitdb"
+version = "4.0.9"
+description = "Git Object Database"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.27"
+description = "GitPython is a python library used to interact with Git repositories"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[[package]]
+name = "idna"
+version = "3.3"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-resources"
+version = "5.6.0"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+
+[[package]]
+name = "jsonschema"
+version = "4.4.0"
+description = "An implementation of JSON Schema validation for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+attrs = ">=17.4.0"
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "more-itertools"
+version = "8.12.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "numpy"
+version = "1.22.3"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[[package]]
+name = "packaging"
+version = "21.3"
+description = "Core utilities for Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+
+[[package]]
+name = "pandas"
+version = "1.4.2"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
+    {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+]
+python-dateutil = ">=2.8.1"
+pytz = ">=2020.1"
+
+[package.extras]
+test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
+
+[[package]]
+name = "pathspec"
+version = "0.9.0"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[[package]]
+name = "platformdirs"
+version = "2.5.1"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+
+[[package]]
+name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+
+[[package]]
+name = "py"
+version = "1.11.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "pycodestyle"
+version = "2.8.0"
+description = "Python style guide checker"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "pyflakes"
+version = "2.4.0"
+description = "passive checker of Python programs"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pyparsing"
+version = "3.0.7"
+description = "Python parsing module"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
+name = "pyrsistent"
+version = "0.18.1"
+description = "Persistent/Functional/Immutable data structures"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "pytest"
+version = "5.4.3"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=17.4.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+more-itertools = ">=4.0.0"
+packaging = "*"
+pluggy = ">=0.12,<1.0"
+py = ">=1.5.0"
+wcwidth = "*"
+
+[package.extras]
+checkqa-mypy = ["mypy (==v0.761)"]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pytz"
+version = "2022.1"
+description = "World timezone definitions, modern and historical"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "requests"
+version = "2.27.1"
+description = "Python HTTP for Humans."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
+idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
+urllib3 = ">=1.21.1,<1.27"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "smmap"
+version = "5.0.0"
+description = "A pure Python implementation of a sliding window memory map manager"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "tox"
+version = "3.24.5"
+description = "tox is a generic virtualenv management and test command line tool"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+colorama = {version = ">=0.4.1", markers = "platform_system == \"Windows\""}
+filelock = ">=3.0.0"
+packaging = ">=14"
+pluggy = ">=0.12.0"
+py = ">=1.4.17"
+six = ">=1.14.0"
+toml = ">=0.9.4"
+virtualenv = ">=16.0.0,<20.0.0 || >20.0.0,<20.0.1 || >20.0.1,<20.0.2 || >20.0.2,<20.0.3 || >20.0.3,<20.0.4 || >20.0.4,<20.0.5 || >20.0.5,<20.0.6 || >20.0.6,<20.0.7 || >20.0.7"
+
+[package.extras]
+docs = ["pygments-github-lexers (>=0.0.5)", "sphinx (>=2.0.0)", "sphinxcontrib-autoprogram (>=0.1.5)", "towncrier (>=18.5.0)"]
+testing = ["flaky (>=3.4.0)", "freezegun (>=0.3.11)", "pytest (>=4.0.0)", "pytest-cov (>=2.5.1)", "pytest-mock (>=1.10.0)", "pytest-randomly (>=1.0.0)", "psutil (>=5.6.1)", "pathlib2 (>=2.3.3)"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.1.1"
+description = "Backported and Experimental Type Hints for Python 3.6+"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "urllib3"
+version = "1.26.9"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
+optional = false
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+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+smmap = [
+    {file = "smmap-5.0.0-py3-none-any.whl", hash = "sha256:2aba19d6a040e78d8b09de5c57e96207b09ed71d8e55ce0959eeee6c8e190d94"},
+    {file = "smmap-5.0.0.tar.gz", hash = "sha256:c840e62059cd3be204b0c9c9f74be2c09d5648eddd4580d9314c3ecde0b30936"},
+]
+toml = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+tomli = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+tox = [
+    {file = "tox-3.24.5-py2.py3-none-any.whl", hash = "sha256:be3362472a33094bce26727f5f771ca0facf6dafa217f65875314e9a6600c95c"},
+    {file = "tox-3.24.5.tar.gz", hash = "sha256:67e0e32c90e278251fea45b696d0fef3879089ccbe979b0c556d35d5a70e2993"},
+]
+typing-extensions = [
+    {file = "typing_extensions-4.1.1-py3-none-any.whl", hash = "sha256:21c85e0fe4b9a155d0799430b0ad741cdce7e359660ccbd8b530613e8df88ce2"},
+    {file = "typing_extensions-4.1.1.tar.gz", hash = "sha256:1a9462dcc3347a79b1f1c0271fbe79e844580bb598bafa1ed208b94da3cdcd42"},
+]
+urllib3 = [
+    {file = "urllib3-1.26.9-py2.py3-none-any.whl", hash = "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14"},
+    {file = "urllib3-1.26.9.tar.gz", hash = "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"},
+]
+virtualenv = [
+    {file = "virtualenv-20.14.0-py2.py3-none-any.whl", hash = "sha256:1e8588f35e8b42c6ec6841a13c5e88239de1e6e4e4cedfd3916b306dc826ec66"},
+    {file = "virtualenv-20.14.0.tar.gz", hash = "sha256:8e5b402037287126e81ccde9432b95a8be5b19d36584f64957060a3488c11ca8"},
+]
+wcwidth = [
+    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
+    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+]
+zipp = [
+    {file = "zipp-3.6.0-py3-none-any.whl", hash = "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"},
+    {file = "zipp-3.6.0.tar.gz", hash = "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832"},
+]
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..c7c845d
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,27 @@
+[tool.poetry]
+name = "speedscope-to-codeperf"
+version = "0.1.0"
+description = ""
+authors = ["filipecosta90 <filipecosta.90@gmail.com>"]
+
+[tool.poetry.dependencies]
+python = "^3.8"
+jsonschema = "^4.4.0"
+pandas = "^1.4.2"
+toml = "^0.10.2"
+GitPython = "^3.1.27"
+requests = "^2.27.1"
+
+[tool.poetry.dev-dependencies]
+pytest = "^5.2"
+tox = "^3.24.5"
+black = "^22.3.0"
+coverage = "^6.3.2"
+flake8 = "^4.0.1"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.scripts]
+speedscope-to-codeperf = "speedscope_to_codeperf.cli:main"
\ No newline at end of file
diff --git a/speedscope_to_codeperf/__init__.py b/speedscope_to_codeperf/__init__.py
new file mode 100644
index 0000000..c9660ad
--- /dev/null
+++ b/speedscope_to_codeperf/__init__.py
@@ -0,0 +1,14 @@
+#  Apache License Version 2.0
+#
+#  Copyright (c) 2022., codeperf.io
+#  All rights reserved.
+#
+
+# This attribute is the only one place that the version number is written down,
+# so there is only one place to change it when the version number changes.
+import pkg_resources
+
+try:
+    __version__ = pkg_resources.get_distribution("speedscope-to-codeperf").version
+except (pkg_resources.DistributionNotFound, AttributeError):
+    __version__ = "99.99.99"  # like redis modules
diff --git a/speedscope_to_codeperf/cli.py b/speedscope_to_codeperf/cli.py
new file mode 100644
index 0000000..4ad39b2
--- /dev/null
+++ b/speedscope_to_codeperf/cli.py
@@ -0,0 +1,196 @@
+#  Apache License Version 2.0
+#
+#  Copyright (c) 2021., Redis Labs Modules
+#  All rights reserved.
+#
+
+import argparse
+import json
+import logging
+import os
+import sys
+
+import requests
+import toml
+
+from speedscope_to_codeperf import __version__
+from speedscope_to_codeperf.git import extract_git_vars
+from speedscope_to_codeperf.schema.speedscope import (
+    validate_speedscope_json,
+    get_cpu_by_function,
+    get_flamegraph,
+)
+
+LOG_LEVEL = logging.DEBUG
+if os.getenv("VERBOSE", "0") == "0":
+    LOG_LEVEL = logging.INFO
+LOG_FORMAT = "%(asctime)s %(levelname)-4s %(message)s"
+LOG_DATEFMT = "%Y-%m-%d %H:%M:%S"
+
+LONG_DESCRIPTION = """                  __                     ____        _
+  _________  ____/ /__  ____  ___  _____/ __/       (_)___
+ / ___/ __ \\/ __  / _ \\/ __ \\/ _ \\/ ___/ /_        / / __ \\
+/ /__/ /_/ / /_/ /  __/ /_/ /  __/ /  / __/  _    / / /_/ /
+\\___/\\____/\\__,_/\\___/ .___/\\___/_/  /_/    (_)  /_/\\____/
+                    /_/
+Export and persist speedscope's profiling data locally, or into https://codeperf.io for FREE."""
+
+
+def populate_with_poetry_data():
+    project_name = "speedscope-to-codeperf"
+    project_version = __version__
+    project_description = None
+    try:
+        poetry_data = toml.load("pyproject.toml")["tool"]["poetry"]
+        project_name = poetry_data["name"]
+        project_version = poetry_data["version"]
+        project_description = poetry_data["description"]
+    except FileNotFoundError:
+        pass
+
+    return project_name, project_description, project_version
+
+
+def main():
+    (
+        github_org_name,
+        github_repo_name,
+        github_sha,
+        github_actor,
+        github_branch,
+        github_branch_detached,
+    ) = extract_git_vars()
+    project_name, project_description, project_version = populate_with_poetry_data()
+    parser = argparse.ArgumentParser(
+        description=project_description,
+        formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+    )
+    # common arguments to all tools
+    parser.add_argument(
+        "--version", default=False, action="store_true", help="print version and exit"
+    )
+    parser.add_argument(
+        "--git-commit", type=str, default=github_sha, help="git commit hash"
+    )
+    parser.add_argument("--git-org", type=str, default=github_org_name, help="git org")
+    parser.add_argument(
+        "--git-repo", type=str, default=github_repo_name, help="git repo"
+    )
+    parser.add_argument(
+        "--codeperf-url", type=str, default="https://codeperf.io", help="codeperf URL"
+    )
+    parser.add_argument(
+        "--api-codeperf-url",
+        type=str,
+        default="https://api.codeperf.io",
+        help="codeperf URL",
+    )
+    parser.add_argument(
+        "--bench", type=str, default=None, required=True, help="Benchmark name"
+    )
+    parser.add_argument(
+        "--input", type=str, default=None, required=True, help="input filename"
+    )
+
+    args = parser.parse_args()
+    if args.version:
+        print_version(project_name, project_version)
+        sys.exit(0)
+
+    logger = logging.getLogger()
+    logger.setLevel(LOG_LEVEL)
+
+    print(LONG_DESCRIPTION)
+    log_version(project_name, project_version)
+
+    if args.git_commit is None:
+        logging.error("git commit cannot be None. Exiting...")
+        sys.exit(1)
+    if args.git_org is None:
+        logging.error("git org cannot be None. Exiting...")
+        sys.exit(1)
+    if args.git_repo is None:
+        logging.error("git repo cannot be None. Exiting...")
+        sys.exit(1)
+
+    with open(args.input, "r") as speedscope_fd:
+        speedscope_json = json.load(speedscope_fd)
+        res_validate = validate_speedscope_json(speedscope_json)
+        logging.info("Validating input file schema")
+        if res_validate is False:
+            logging.error(
+                "The provided file {} does not contain a valid speedscope schema. Exiting...".format(
+                    args.input
+                )
+            )
+        else:
+            codeperf_url = args.codeperf_url
+            api_codeperf_url = args.api_codeperf_url
+            git_org = args.git_org
+            git_repo = args.git_repo
+            git_commit = args.git_commit
+            bench = args.bench
+            for granularity in ["functions", "lines"]:
+                cpu_by_function_json = get_cpu_by_function(speedscope_json, granularity)
+                endpoint = "{}/v1/gh/{}/{}/commit/{}/bench/{}/cpu/{}".format(
+                    api_codeperf_url, git_org, git_repo, git_commit, bench, granularity
+                )
+                resp = requests.post(endpoint, json=cpu_by_function_json)
+                if resp.status_code == 200:
+                    logging.info(
+                        "Successfully published profile data in granularity: {}".format(
+                            granularity
+                        )
+                    )
+            flamegraph = get_flamegraph(speedscope_json)
+            granularity = "flamegraph"
+            endpoint = "{}/v1/gh/{}/{}/commit/{}/bench/{}/cpu/{}".format(
+                api_codeperf_url, git_org, git_repo, git_commit, bench, granularity
+            )
+            resp = requests.post(endpoint, json=flamegraph)
+            if resp.status_code == 200:
+                logging.info(
+                    "Successfully published profile data in granularity: {}".format(
+                        granularity
+                    )
+                )
+
+            logging.info(
+                "Check it at: {}/gh/{}/{}/commit/{}/bench/{}/cpu".format(
+                    codeperf_url,
+                    git_org,
+                    git_repo,
+                    git_commit,
+                    bench,
+                )
+            )
+
+
+def print_stdout_effective_log_level():
+    effective_log_level = "N/A"
+    effective_log_level = logging.getLogger().getEffectiveLevel()
+    if effective_log_level == logging.DEBUG:
+        effective_log_level = "DEBUG"
+    if effective_log_level == logging.INFO:
+        effective_log_level = "INFO"
+    if effective_log_level == logging.WARN:
+        effective_log_level = "WARN"
+    if effective_log_level == logging.ERROR:
+        effective_log_level = "ERROR"
+    print("Effective log level set to {}".format(effective_log_level))
+
+
+def print_version(project_name, project_version):
+    print(
+        "{project_name} {project_version}".format(
+            project_name=project_name, project_version=project_version
+        )
+    )
+
+
+def log_version(project_name, project_version):
+    logging.info(
+        "Using {project_name} {project_version}".format(
+            project_name=project_name, project_version=project_version
+        )
+    )
diff --git a/speedscope_to_codeperf/git.py b/speedscope_to_codeperf/git.py
new file mode 100644
index 0000000..d534a5e
--- /dev/null
+++ b/speedscope_to_codeperf/git.py
@@ -0,0 +1,88 @@
+import configparser
+import logging
+import git
+from git import Repo
+
+
+def get_git_root(path):
+    git_repo = git.Repo(path, search_parent_directories=True)
+    git_root = git_repo.git.rev_parse("--show-toplevel")
+    return git_root
+
+
+# Abbreviate the long hash to a short hash (7 digits)
+def get_short_hash(hash, ndigits=7):
+    if len(hash) < ndigits:
+        short = hash
+    else:
+        short = hash[:ndigits]
+    return short
+
+
+def extract_git_vars(path=None, github_url=None):
+    github_org_name = None
+    github_repo_name = None
+    github_sha = None
+    github_actor = None
+    github_branch = None
+    github_branch_detached = None
+    try:
+        if path is None:
+            path = get_git_root(".")
+        github_repo = Repo(path)
+        if github_url is None:
+            github_url = github_repo.remotes[0].config_reader.get("url")
+        if "/" in github_url[-1:]:
+            github_url = github_url[:-1]
+        if "http" in github_url:
+            github_org_name = github_url.split("/")[-2]
+            github_repo_name = github_url.split("/")[-1].split(".")[0]
+        else:
+            github_url = github_url.replace(".git", "")
+            github_org_name = github_url.split(":")[1].split("/")[0]
+            github_repo_name = github_url.split(":")[1].split("/")[1]
+        try:
+            github_sha = get_short_hash(github_repo.head.object.hexsha)
+        except ValueError as e:
+            logging.debug(
+                "Unable to detected github_sha. caught the following error: {}".format(
+                    e.__str__()
+                )
+            )
+        github_branch = None
+        github_branch_detached = False
+        try:
+            github_branch = github_repo.active_branch
+        except TypeError as e:
+            logging.debug(
+                "Unable to detected github_branch. caught the following error: {}".format(
+                    e.__str__()
+                )
+            )
+            github_branch_detached = True
+
+        github_actor = None
+        try:
+            github_actor = github_repo.config_reader().get_value("user", "name")
+        except configparser.NoSectionError as e:
+            logging.debug(
+                "Unable to detected github_actor. caught the following error: {}".format(
+                    e.__str__()
+                )
+            )
+            github_branch_detached = True
+    except git.exc.InvalidGitRepositoryError as e:
+        logging.debug(
+            "Unable to fill git vars. caught the following error: {}".format(
+                e.__str__()
+            )
+        )
+        github_branch_detached = True
+    return (
+        github_org_name,
+        github_repo_name,
+        github_sha,
+        github_actor,
+        github_branch,
+        github_branch_detached,
+    )
diff --git a/speedscope_to_codeperf/schema/speedscope.py b/speedscope_to_codeperf/schema/speedscope.py
new file mode 100644
index 0000000..c0d1bcc
--- /dev/null
+++ b/speedscope_to_codeperf/schema/speedscope.py
@@ -0,0 +1,443 @@
+import copy
+import json
+import jsonschema
+import pandas as pd
+
+# from https://www.speedscope.app/file-format-schema.json
+speedscope_schema = json.loads(
+    """{
+    "$schema": "http://json-schema.org/draft-07/schema#",
+    "definitions": {
+        "CloseFrameEvent": {
+            "properties": {
+                "at": {
+                    "title": "at",
+                    "type": "number"
+                },
+                "frame": {
+                    "title": "frame",
+                    "type": "number"
+                },
+                "type": {
+                    "enum": [
+                        "C"
+                    ],
+                    "title": "type",
+                    "type": "string"
+                }
+            },
+            "required": [
+                "at",
+                "frame",
+                "type"
+            ],
+            "title": "CloseFrameEvent",
+            "type": "object"
+        },
+        "FileFormat.EventType": {
+            "enum": [
+                "C",
+                "O"
+            ],
+            "title": "FileFormat.EventType",
+            "type": "string"
+        },
+        "FileFormat.EventedProfile": {
+            "properties": {
+                "endValue": {
+                    "title": "endValue",
+                    "type": "number"
+                },
+                "events": {
+                    "items": {
+                        "anyOf": [
+                            {
+                                "$ref": "#/definitions/OpenFrameEvent"
+                            },
+                            {
+                                "$ref": "#/definitions/CloseFrameEvent"
+                            }
+                        ]
+                    },
+                    "title": "events",
+                    "type": "array"
+                },
+                "name": {
+                    "title": "name",
+                    "type": "string"
+                },
+                "startValue": {
+                    "title": "startValue",
+                    "type": "number"
+                },
+                "type": {
+                    "enum": [
+                        "evented"
+                    ],
+                    "title": "type",
+                    "type": "string"
+                },
+                "unit": {
+                    "$ref": "#/definitions/FileFormat.ValueUnit",
+                    "title": "unit"
+                }
+            },
+            "required": [
+                "endValue",
+                "events",
+                "name",
+                "startValue",
+                "type",
+                "unit"
+            ],
+            "title": "FileFormat.EventedProfile",
+            "type": "object"
+        },
+        "FileFormat.File": {
+            "properties": {
+                "$schema": {
+                    "enum": [
+                        "https://www.speedscope.app/file-format-schema.json"
+                    ],
+                    "title": "$schema",
+                    "type": "string"
+                },
+                "activeProfileIndex": {
+                    "title": "activeProfileIndex",
+                    "type": ["number", "null"]
+                },
+                "exporter": {
+                    "title": "exporter",
+                    "type": "string"
+                },
+                "name": {
+                    "title": "name",
+                    "type": "string"
+                },
+                "profiles": {
+                    "items": {
+                        "anyOf": [
+                            {
+                                "$ref": "#/definitions/FileFormat.EventedProfile"
+                            },
+                            {
+                                "$ref": "#/definitions/FileFormat.SampledProfile"
+                            }
+                        ]
+                    },
+                    "title": "profiles",
+                    "type": "array"
+                },
+                "shared": {
+                    "properties": {
+                        "frames": {
+                            "items": {
+                                "$ref": "#/definitions/FileFormat.Frame"
+                            },
+                            "title": "frames",
+                            "type": "array"
+                        }
+                    },
+                    "required": [
+                        "frames"
+                    ],
+                    "title": "shared",
+                    "type": "object"
+                }
+            },
+            "required": [
+                "$schema",
+                "profiles",
+                "shared"
+            ],
+            "title": "FileFormat.File",
+            "type": "object"
+        },
+        "FileFormat.Frame": {
+            "properties": {
+                "col": {
+                    "title": "col",
+                    "type": ["number", "null"]
+                },
+                "file": {
+                    "title": "file",
+                    "type": "string"
+                },
+                "line": {
+                    "title": "line",
+                    "type": "number"
+                },
+                "name": {
+                    "title": "name",
+                    "type": "string"
+                }
+            },
+            "required": [
+                "name"
+            ],
+            "title": "FileFormat.Frame",
+            "type": "object"
+        },
+        "FileFormat.IProfile": {
+            "properties": {
+                "type": {
+                    "$ref": "#/definitions/FileFormat.ProfileType",
+                    "title": "type"
+                }
+            },
+            "required": [
+                "type"
+            ],
+            "title": "FileFormat.IProfile",
+            "type": "object"
+        },
+        "FileFormat.Profile": {
+            "anyOf": [
+                {
+                    "$ref": "#/definitions/FileFormat.EventedProfile"
+                },
+                {
+                    "$ref": "#/definitions/FileFormat.SampledProfile"
+                }
+            ]
+        },
+        "FileFormat.ProfileType": {
+            "enum": [
+                "evented",
+                "sampled"
+            ],
+            "title": "FileFormat.ProfileType",
+            "type": "string"
+        },
+        "FileFormat.SampledProfile": {
+            "properties": {
+                "endValue": {
+                    "title": "endValue",
+                    "type": "number"
+                },
+                "name": {
+                    "title": "name",
+                    "type": "string"
+                },
+                "samples": {
+                    "items": {
+                        "items": {
+                            "type": "number"
+                        },
+                        "type": "array"
+                    },
+                    "title": "samples",
+                    "type": "array"
+                },
+                "startValue": {
+                    "title": "startValue",
+                    "type": "number"
+                },
+                "type": {
+                    "enum": [
+                        "sampled"
+                    ],
+                    "title": "type",
+                    "type": "string"
+                },
+                "unit": {
+                    "$ref": "#/definitions/FileFormat.ValueUnit",
+                    "title": "unit"
+                },
+                "weights": {
+                    "items": {
+                        "type": "number"
+                    },
+                    "title": "weights",
+                    "type": "array"
+                }
+            },
+            "required": [
+                "endValue",
+                "name",
+                "samples",
+                "startValue",
+                "type",
+                "unit",
+                "weights"
+            ],
+            "title": "FileFormat.SampledProfile",
+            "type": "object"
+        },
+        "FileFormat.ValueUnit": {
+            "enum": [
+                "bytes",
+                "microseconds",
+                "milliseconds",
+                "nanoseconds",
+                "none",
+                "seconds"
+            ],
+            "title": "FileFormat.ValueUnit",
+            "type": "string"
+        },
+        "IEvent": {
+            "properties": {
+                "at": {
+                    "title": "at",
+                    "type": "number"
+                },
+                "type": {
+                    "$ref": "#/definitions/FileFormat.EventType",
+                    "title": "type"
+                }
+            },
+            "required": [
+                "at",
+                "type"
+            ],
+            "title": "IEvent",
+            "type": "object"
+        },
+        "OpenFrameEvent": {
+            "properties": {
+                "at": {
+                    "title": "at",
+                    "type": "number"
+                },
+                "frame": {
+                    "title": "frame",
+                    "type": "number"
+                },
+                "type": {
+                    "enum": [
+                        "O"
+                    ],
+                    "title": "type",
+                    "type": "string"
+                }
+            },
+            "required": [
+                "at",
+                "frame",
+                "type"
+            ],
+            "title": "OpenFrameEvent",
+            "type": "object"
+        },
+        "SampledStack": {
+            "items": {
+                "type": "number"
+            },
+            "type": "array"
+        }
+    },
+    "$ref": "#/definitions/FileFormat.File"
+}
+"""
+)
+
+
+def validate_speedscope_json(json_data):
+    try:
+        jsonschema.validate(instance=json_data, schema=speedscope_schema)
+    except jsonschema.exceptions.ValidationError as err:
+        raise err
+        return False
+    return True
+
+
+def get_cpu_by_function(json_data, granularity="functions"):
+    frames = json_data["shared"]["frames"]
+    profile = json_data["profiles"][0]
+    samples = profile["samples"]
+    intermediate_dict = {}
+    for stack in samples:
+        stack_l = []
+        last_n = len(stack)
+        for n, frame_pos in enumerate(stack, 1):
+            frame = frames[frame_pos]
+            name = frame["name"]
+            file = ""
+            if "file" in frame:
+                file = frame["file"]
+            line = ""
+            if "line" in frame:
+                line = frame["line"]
+            full_fname = "{} {}".format(name, file)
+            if granularity == "lines" and line != "":
+                full_fname = "{}:{} {}".format(name, line, file)
+            full_fname = full_fname.strip(" ")
+            if full_fname not in intermediate_dict:
+                intermediate_dict[full_fname] = {"flat": 0, "cum": 0}
+
+            if full_fname not in stack_l:
+                intermediate_dict[full_fname]["cum"] = (
+                    intermediate_dict[full_fname]["cum"] + 1
+                )
+                stack_l.append(full_fname)
+            if n == last_n:
+                intermediate_dict[full_fname]["flat"] = (
+                    intermediate_dict[full_fname]["flat"] + 1
+                )
+        al = []
+        for k, v in intermediate_dict.items():
+            flat_p = float(v["flat"]) / len(samples) * 100.0
+            cum_p = float(v["cum"]) / len(samples) * 100.0
+            al.append((k, flat_p, cum_p))
+    df = pd.DataFrame(al, columns=["symbol", "flat%", "cum%"])
+    df = df.sort_values(by=["flat%"], ascending=False)
+    df["flat%"] = df["flat%"].map("{:,.2f}".format)
+    df["cum%"] = df["cum%"].map("{:,.2f}".format)
+    js = json.loads(df.to_json(orient="records"))
+
+    res = {"data": js, "totalRows": len(al), "totalPages": 1, "labels": []}
+    return res
+
+
+def get_node(name, function, value=0):
+    node = {"n": name, "f": function, "v": value, "c": {}}
+    return node
+
+
+def touch_node(parent_node, key, name, function, value=0):
+    if key not in parent_node["c"]:
+        parent_node["c"][key] = get_node(name, function, value)
+    return parent_node["c"][key]
+
+
+def get_flamegraph(json_data):
+    root_node = get_node("root", "root", 0)
+    frames = json_data["shared"]["frames"]
+    profile = json_data["profiles"][0]
+    samples = profile["samples"]
+    for stack in samples:
+        previous_node = root_node
+        last_n = len(stack)
+        for n, frame_pos in enumerate(stack, 1):
+            frame = frames[frame_pos]
+            name = frame["name"]
+            file = ""
+            if "file" in frame:
+                file = frame["file"]
+            line = ""
+            if "line" in frame:
+                line = frame["line"]
+            full_fname = "{} {}".format(name, file)
+            if line != "":
+                full_fname = "{}:{} {}".format(name, line, file)
+                # name = "{}:{}".format(name, line)
+            full_fname = full_fname.strip(" ")
+            name = name.strip(" ")
+            current_node = touch_node(previous_node, full_fname, full_fname, full_fname)
+            if n == last_n:
+                current_node["v"] = current_node["v"] + 1
+            previous_node = current_node
+
+    res = flatten_tree(root_node)
+    print(res)
+    return res
+
+
+def flatten_tree(root_node):
+    res = copy.deepcopy(root_node)
+    res["c"] = []
+    for v in root_node["c"].values():
+        # print("flattening {}".format(v["f"]))
+        res["c"].append(flatten_tree(v))
+    return res
diff --git a/tests/2.json b/tests/2.json
new file mode 100644
index 0000000..708d156
--- /dev/null
+++ b/tests/2.json
@@ -0,0 +1,8 @@
+{
+    "data": [
+       
+    ],
+    "totalRows": 4,
+    "totalPages": 1,
+    "labels": []
+}
\ No newline at end of file
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/fib.json b/tests/fib.json
new file mode 100644
index 0000000..9bfe955
--- /dev/null
+++ b/tests/fib.json
@@ -0,0 +1,11194 @@
+{
+  "$schema": "https://www.speedscope.app/file-format-schema.json",
+  "profiles": [
+    {
+      "type": "sampled",
+      "name": "Process 9185 Thread 0x200EC2600 \"MainThread\"",
+      "unit": "seconds",
+      "startValue": 0,
+      "endValue": 4,
+      "samples": [
+        [
+          15,
+          14,
+          7,
+          6,
+          5,
+          4,
+          3,
+          13,
+          7,
+          6,
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+          4,
+          3,
+          12,
+          11,
+          3,
+          7,
+          6,
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+          4,
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+          3,
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+          7,
+          6,
+          5,
+          4,
+          3,
+          2,
+          1,
+          0
+        ],
+        [
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+          6,
+          5,
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+          3,
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+          5,
+          4,
+          3,
+          10,
+          7,
+          6,
+          5,
+          4,
+          3,
+          18,
+          1,
+          17,
+          16
+        ],
+        [
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+          4,
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+          19
+        ],
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+          1,
+          27
+        ],
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+          1,
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+        ],
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+        "line": 109,
+        "col": null
+      },
+      {
+        "name": "pytest_runtestloop",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/_pytest/main.py",
+        "line": 348,
+        "col": null
+      },
+      {
+        "name": "_main",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/_pytest/main.py",
+        "line": 323,
+        "col": null
+      },
+      {
+        "name": "wrap_session",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/_pytest/main.py",
+        "line": 269,
+        "col": null
+      },
+      {
+        "name": "pytest_cmdline_main",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/_pytest/main.py",
+        "line": 316,
+        "col": null
+      },
+      {
+        "name": "main",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/_pytest/config/__init__.py",
+        "line": 162,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 23,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 34,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 25,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 38,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 28,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 26,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 37,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 27,
+        "col": null
+      },
+      {
+        "name": "compute_timer_precision",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/timers.py",
+        "line": 24,
+        "col": null
+      },
+      {
+        "name": "fib",
+        "file": "/Users/fco/codeperf/example-python-poetry/example_python_poetry/fib.py",
+        "line": 2,
+        "col": null
+      },
+      {
+        "name": "fib",
+        "file": "/Users/fco/codeperf/example-python-poetry/example_python_poetry/fib.py",
+        "line": 4,
+        "col": null
+      },
+      {
+        "name": "runner",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/fixture.py",
+        "line": 92,
+        "col": null
+      },
+      {
+        "name": "_calibrate_timer",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/fixture.py",
+        "line": 277,
+        "col": null
+      },
+      {
+        "name": "fib",
+        "file": "/Users/fco/codeperf/example-python-poetry/example_python_poetry/fib.py",
+        "line": 1,
+        "col": null
+      },
+      {
+        "name": "_raw",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/fixture.py",
+        "line": 166,
+        "col": null
+      },
+      {
+        "name": "fib",
+        "file": "/Users/fco/codeperf/example-python-poetry/example_python_poetry/fib.py",
+        "line": 3,
+        "col": null
+      },
+      {
+        "name": "_raw",
+        "file": "/opt/homebrew/Caskroom/miniforge/base/lib/python3.8/site-packages/pytest_benchmark/fixture.py",
+        "line": 173,
+        "col": null
+      }
+    ]
+  },
+  "activeProfileIndex": null,
+  "exporter": "py-spy@0.3.11",
+  "name": "py-spy profile"
+}
diff --git a/tests/flame.json b/tests/flame.json
new file mode 100644
index 0000000..f92070b
--- /dev/null
+++ b/tests/flame.json
@@ -0,0 +1,97 @@
+{
+  "n": "root",
+  "f": "root",
+  "v": 0,
+  "c": [
+    {
+      "n": "launch",
+      "f": "testing.(*B).launch",
+      "v": 1234,
+      "c": [
+        {
+          "n": "runN",
+          "f": "testing.(*B).runN",
+          "v": 1234,
+          "c": [
+            {
+              "n": "BenchmarkFib10",
+              "f": "example-go.BenchmarkFib10",
+              "v": 1234,
+              "c": [
+                {
+                  "n": "Fib",
+                  "f": "example-go.Fib",
+                  "v": 1224,
+                  "c": [
+                    {
+                      "n": "Fib",
+                      "f": "example-go.Fib",
+                      "v": 1217,
+                      "c": [
+                        {
+                          "n": "Fib",
+                          "f": "example-go.Fib",
+                          "v": 1193,
+                          "c": [
+                            {
+                              "n": "Fib",
+                              "f": "example-go.Fib",
+                              "v": 1155,
+                              "c": [
+                                {
+                                  "n": "Fib",
+                                  "f": "example-go.Fib",
+                                  "v": 1082,
+                                  "c": [
+                                    {
+                                      "n": "Fib",
+                                      "f": "example-go.Fib",
+                                      "v": 952,
+                                      "c": [
+                                        {
+                                          "n": "Fib",
+                                          "f": "example-go.Fib",
+                                          "v": 758,
+                                          "c": [
+                                            {
+                                              "n": "Fib",
+                                              "f": "example-go.Fib",
+                                              "v": 423,
+                                              "c": [
+                                                {
+                                                  "n": "Fib",
+                                                  "f": "example-go.Fib",
+                                                  "v": 121,
+                                                  "c": [
+                                                    {
+                                                      "n": "Fib",
+                                                      "f": "example-go.Fib",
+                                                      "v": 13,
+                                                      "c": []
+                                                    }
+                                                  ]
+                                                }
+                                              ]
+                                            }
+                                          ]
+                                        }
+                                      ]
+                                    }
+                                  ]
+                                }
+                              ]
+                            }
+                          ]
+                        }
+                      ]
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/tests/sampled.speedscope.json b/tests/sampled.speedscope.json
new file mode 100644
index 0000000..89a3551
--- /dev/null
+++ b/tests/sampled.speedscope.json
@@ -0,0 +1,19 @@
+{
+  "exporter": "speedscope@0.6.0",
+  "$schema": "https://www.speedscope.app/file-format-schema.json",
+  "name": "Two Samples",
+  "activeProfileIndex": 1,
+  "profiles": [
+    {
+      "type": "sampled",
+      "name": "one",
+      "unit": "seconds",
+      "startValue": 0,
+      "endValue": 14,
+      "samples": [[0, 1, 2], [0, 1, 2], [0, 1, 3]]
+    }
+  ],
+  "shared": {
+    "frames": [{"name": "a","line": 1}, {"name": "b","line": 1}, {"name": "c","line": 1}, {"name": "c","line": 2}]
+  }
+}
diff --git a/tests/test-requirements.txt b/tests/test-requirements.txt
new file mode 100644
index 0000000..c878d54
--- /dev/null
+++ b/tests/test-requirements.txt
@@ -0,0 +1,5 @@
+pytest
+pytest-cov
+codecov
+black
+flake8
diff --git a/tests/test_speedscope.py b/tests/test_speedscope.py
new file mode 100644
index 0000000..5dbd616
--- /dev/null
+++ b/tests/test_speedscope.py
@@ -0,0 +1,63 @@
+import json
+
+from speedscope_to_codeperf.schema.speedscope import get_cpu_by_function, get_flamegraph
+
+
+def test_get_cpu_by_function():
+    with open("./tests/two-sampled.speedscope.0.6.0.json", "r") as fd:
+        json_data = json.load(fd)
+        js = get_cpu_by_function(json_data)
+        assert js == {
+            "data": [
+                {"symbol": "c", "flat%": "66.67", "cum%": "66.67"},
+                {"symbol": "d", "flat%": "33.33", "cum%": "33.33"},
+                {"symbol": "a", "flat%": "0.00", "cum%": "100.00"},
+                {"symbol": "b", "flat%": "0.00", "cum%": "100.00"},
+            ],
+            "totalRows": 4,
+            "totalPages": 1,
+            "labels": [],
+        }
+    with open("./tests/sampled.speedscope.json", "r") as fd:
+        json_data = json.load(fd)
+        js = get_cpu_by_function(json_data, "lines")
+        assert js == {
+            "data": [
+                {"symbol": "c:1", "flat%": "66.67", "cum%": "66.67"},
+                {"symbol": "c:2", "flat%": "33.33", "cum%": "33.33"},
+                {"symbol": "a:1", "flat%": "0.00", "cum%": "100.00"},
+                {"symbol": "b:1", "flat%": "0.00", "cum%": "100.00"},
+            ],
+            "totalRows": 4,
+            "totalPages": 1,
+            "labels": [],
+        }
+
+
+def test_get_flamegraph():
+    with open("./tests/sampled.speedscope.json", "r") as fd:
+        json_data = json.load(fd)
+        flame = get_flamegraph(json_data)
+        assert flame == {
+            "n": "root",
+            "f": "root",
+            "v": 0,
+            "c": [
+                {
+                    "n": "a:1",
+                    "f": "a:1",
+                    "v": 0,
+                    "c": [
+                        {
+                            "n": "b:1",
+                            "f": "b:1",
+                            "v": 0,
+                            "c": [
+                                {"n": "c:1", "f": "c:1", "v": 2, "c": []},
+                                {"n": "c:2", "f": "c:2", "v": 1, "c": []},
+                            ],
+                        }
+                    ],
+                }
+            ],
+        }
diff --git a/tests/test_speedscope_to_codeperf.py b/tests/test_speedscope_to_codeperf.py
new file mode 100644
index 0000000..09cd3dc
--- /dev/null
+++ b/tests/test_speedscope_to_codeperf.py
@@ -0,0 +1,5 @@
+from speedscope_to_codeperf import __version__
+
+
+def test_version():
+    assert __version__ == "0.1.0"
diff --git a/tests/two-sampled.speedscope.0.6.0.json b/tests/two-sampled.speedscope.0.6.0.json
new file mode 100644
index 0000000..f94314e
--- /dev/null
+++ b/tests/two-sampled.speedscope.0.6.0.json
@@ -0,0 +1,19 @@
+{
+  "exporter": "speedscope@0.6.0",
+  "$schema": "https://www.speedscope.app/file-format-schema.json",
+  "name": "Two Samples",
+  "activeProfileIndex": 1,
+  "profiles": [
+    {
+      "type": "sampled",
+      "name": "one",
+      "unit": "seconds",
+      "startValue": 0,
+      "endValue": 14,
+      "samples": [[0, 1, 2], [0, 1, 2], [0, 1, 3]]
+    }
+  ],
+  "shared": {
+    "frames": [{"name": "a"}, {"name": "b"}, {"name": "c"}, {"name": "d"}]
+  }
+}
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..2580985
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,15 @@
+
+[tox]
+isolated_build = True
+
+[testenv:integration-tests]
+deps = -r{toxinidir}/tests/test-requirements.txt
+
+stoponfail = True
+
+commands =
+ black --check speedscope_to_codeperf
+ flake8 speedscope_to_codeperf
+ coverage erase
+ coverage run --include=speedscope_to_codeperf/* -m pytest -ra
+ coverage report -m