diff --git a/poetry.lock b/poetry.lock
index 48c24b8..fc34624 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,6 +1,59 @@
+[[package]]
+name = "apache-beam"
+version = "2.32.0"
+description = "Apache Beam SDK for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+avro-python3 = ">=1.8.1,<1.9.2 || >1.9.2,<1.10.0"
+cachetools = {version = ">=3.1.0,<5", optional = true, markers = "extra == \"gcp\""}
+crcmod = ">=1.7,<2.0"
+dill = ">=0.3.1.1,<0.3.2"
+fastavro = ">=0.21.4,<2"
+future = ">=0.18.2,<1.0.0"
+google-apitools = {version = ">=0.5.31,<0.5.32", optional = true, markers = "extra == \"gcp\""}
+google-auth = {version = ">=1.18.0,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-bigquery = {version = ">=1.6.0,<3", optional = true, markers = "extra == \"gcp\""}
+google-cloud-bigtable = {version = ">=0.31.1,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-core = {version = ">=0.28.1,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-datastore = {version = ">=1.8.0,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-dlp = {version = ">=0.12.0,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-language = {version = ">=1.3.0,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-pubsub = {version = ">=0.39.0,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-recommendations-ai = {version = ">=0.1.0,<=0.2.0", optional = true, markers = "extra == \"gcp\""}
+google-cloud-spanner = {version = ">=1.13.0,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-videointelligence = {version = ">=1.8.0,<2", optional = true, markers = "extra == \"gcp\""}
+google-cloud-vision = {version = ">=0.38.0,<2", optional = true, markers = "extra == \"gcp\""}
+grpcio = ">=1.29.0,<2"
+grpcio-gcp = {version = ">=0.2.2,<1", optional = true, markers = "extra == \"gcp\""}
+hdfs = ">=2.1.0,<3.0.0"
+httplib2 = ">=0.8,<0.20.0"
+numpy = ">=1.14.3,<1.21.0"
+oauth2client = ">=2.0.1,<5"
+orjson = {version = "<4.0", markers = "python_version >= \"3.6\""}
+protobuf = ">=3.12.2,<4"
+pyarrow = ">=0.15.1,<5.0.0"
+pydot = ">=1.2.0,<2"
+pymongo = ">=3.8.0,<4.0.0"
+python-dateutil = ">=2.8.0,<3"
+pytz = ">=2018.3"
+requests = ">=2.24.0,<3.0.0"
+typing-extensions = ">=3.7.0,<3.8.0"
+
+[package.extras]
+aws = ["boto3 (>=1.9)"]
+azure = ["azure-storage-blob (>=12.3.2)", "azure-core (>=1.7.0)"]
+docs = ["Sphinx (>=1.5.2,<2.0)"]
+gcp = ["cachetools (>=3.1.0,<5)", "google-apitools (>=0.5.31,<0.5.32)", "google-auth (>=1.18.0,<2)", "google-cloud-datastore (>=1.8.0,<2)", "google-cloud-pubsub (>=0.39.0,<2)", "google-cloud-bigquery (>=1.6.0,<3)", "google-cloud-core (>=0.28.1,<2)", "google-cloud-bigtable (>=0.31.1,<2)", "google-cloud-spanner (>=1.13.0,<2)", "grpcio-gcp (>=0.2.2,<1)", "google-cloud-dlp (>=0.12.0,<2)", "google-cloud-language (>=1.3.0,<2)", "google-cloud-videointelligence (>=1.8.0,<2)", "google-cloud-vision (>=0.38.0,<2)", "google-cloud-recommendations-ai (>=0.1.0,<=0.2.0)"]
+interactive = ["facets-overview (>=1.0.0,<2)", "ipython (>=5.8.0,<8)", "ipykernel (>=5.2.0,<6)", "jupyter-client (>=6.1.11,<6.1.13)", "timeloop (>=1.0.2,<2)"]
+interactive_test = ["nbformat (>=5.0.5,<6)", "nbconvert (>=5.6.1,<6)", "selenium (>=3.141.0,<4)", "needle (>=0.5.0,<1)", "chromedriver-binary (>=91,<92)", "pillow (>=7.1.1,<8)"]
+test = ["freezegun (>=0.3.12)", "mock (>=1.0.1,<3.0.0)", "nose (>=1.3.7)", "nose-xunitmp (>=0.4.1)", "pandas (>=1.0,<1.3.0)", "parameterized (>=0.7.1,<0.8.0)", "pyhamcrest (>=1.9,!=1.10.0,<2.0.0)", "pyyaml (>=3.12,<6.0.0)", "requests-mock (>=1.7,<2.0)", "tenacity (>=5.0.2,<6.0)", "pytest (>=4.4.0,<5.0)", "pytest-xdist (>=1.29.0,<2)", "pytest-timeout (>=1.3.3,<2)", "sqlalchemy (>=1.3,<2.0)", "psycopg2-binary (>=2.8.5,<3.0.0)", "testcontainers (>=3.0.3,<4.0.0)"]
+
 [[package]]
 name = "astroid"
-version = "2.8.0"
+version = "2.7.3"
 description = "An abstract syntax tree for Python with inference support."
 category = "dev"
 optional = false
@@ -9,7 +62,7 @@ python-versions = "~=3.6"
 [package.dependencies]
 lazy-object-proxy = ">=1.4.0"
 typed-ast = {version = ">=1.4.0,<1.5", markers = "implementation_name == \"cpython\" and python_version < \"3.8\""}
-typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 wrapt = ">=1.11,<1.13"
 
 [[package]]
@@ -26,6 +79,18 @@ 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"]
 tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
 
+[[package]]
+name = "avro-python3"
+version = "1.9.2.1"
+description = "Avro is a serialization and RPC framework."
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+snappy = ["python-snappy"]
+zstandard = ["zstandard"]
+
 [[package]]
 name = "bottleneck"
 version = "1.3.2"
@@ -40,11 +105,19 @@ numpy = "*"
 [package.extras]
 doc = ["numpydoc", "sphinx", "gitpython"]
 
+[[package]]
+name = "cachetools"
+version = "4.2.2"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = "~=3.5"
+
 [[package]]
 name = "certifi"
 version = "2021.5.30"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -52,7 +125,7 @@ python-versions = "*"
 name = "charset-normalizer"
 version = "2.0.6"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5.0"
 
@@ -67,6 +140,14 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "crcmod"
+version = "1.7"
+description = "CRC Generator"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "cycler"
 version = "0.10.0"
@@ -78,6 +159,25 @@ python-versions = "*"
 [package.dependencies]
 six = "*"
 
+[[package]]
+name = "dill"
+version = "0.3.1.1"
+description = "serialize all of python"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*"
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "dodgy"
 version = "0.2.1"
@@ -86,6 +186,31 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "fastavro"
+version = "1.4.5"
+description = "Fast read/write of AVRO files"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+codecs = ["python-snappy", "zstandard", "lz4"]
+lz4 = ["lz4"]
+snappy = ["python-snappy"]
+zstandard = ["zstandard"]
+
+[[package]]
+name = "fasteners"
+version = "0.16.3"
+description = "A python package that provides useful locks."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "flake8"
 version = "3.9.2"
@@ -111,6 +236,320 @@ python-versions = "*"
 [package.dependencies]
 flake8 = "*"
 
+[[package]]
+name = "future"
+version = "0.18.2"
+description = "Clean single-source support for Python 3 and 2"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "google-api-core"
+version = "1.31.2"
+description = "Google API client core library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+google-auth = ">=1.25.0,<2.0dev"
+googleapis-common-protos = ">=1.6.0,<2.0dev"
+grpcio = {version = ">=1.29.0,<2.0dev", optional = true, markers = "extra == \"grpc\""}
+grpcio-gcp = {version = ">=0.2.2", optional = true, markers = "extra == \"grpcgcp\""}
+packaging = ">=14.3"
+protobuf = ">=3.12.0"
+pytz = "*"
+requests = ">=2.18.0,<3.0.0dev"
+six = ">=1.13.0"
+
+[package.extras]
+grpc = ["grpcio (>=1.29.0,<2.0dev)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
+
+[[package]]
+name = "google-apitools"
+version = "0.5.31"
+description = "client libraries for humans"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+fasteners = ">=0.14"
+httplib2 = ">=0.8"
+oauth2client = ">=1.4.12"
+six = ">=1.12.0"
+
+[package.extras]
+cli = ["python-gflags (>=3.0.6)"]
+testing = ["mock (>=1.0.1)"]
+
+[[package]]
+name = "google-auth"
+version = "1.35.0"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+cachetools = ">=2.0.0,<5.0"
+pyasn1-modules = ">=0.2.1"
+rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
+six = ">=1.9.0"
+
+[package.extras]
+aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
+pyopenssl = ["pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+
+[[package]]
+name = "google-cloud-bigquery"
+version = "2.6.1"
+description = "Google BigQuery API client library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+google-api-core = {version = ">=1.23.0,<2.0.0dev", extras = ["grpc"]}
+google-cloud-core = ">=1.4.1,<2.0dev"
+google-resumable-media = ">=0.6.0,<2.0dev"
+proto-plus = ">=1.10.0"
+protobuf = ">=3.12.0"
+six = ">=1.13.0,<2.0.0dev"
+
+[package.extras]
+all = ["google-cloud-bigquery-storage (>=2.0.0,<3.0.0dev)", "grpcio (>=1.32.0,<2.0dev)", "pyarrow (>=1.0.0,<3.0dev)", "pandas (>=0.23.0)", "tqdm (>=4.7.4,<5.0.0dev)", "opentelemetry-api (==0.11b0)", "opentelemetry-sdk (==0.11b0)", "opentelemetry-instrumentation (==0.11b0)"]
+bqstorage = ["google-cloud-bigquery-storage (>=2.0.0,<3.0.0dev)", "grpcio (>=1.32.0,<2.0dev)", "pyarrow (>=1.0.0,<3.0dev)"]
+opentelemetry = ["opentelemetry-api (==0.11b0)", "opentelemetry-sdk (==0.11b0)", "opentelemetry-instrumentation (==0.11b0)"]
+pandas = ["pandas (>=0.23.0)", "pyarrow (>=1.0.0,<3.0dev)"]
+tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
+
+[[package]]
+name = "google-cloud-bigtable"
+version = "1.7.0"
+description = "Google Cloud Bigtable API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<2.0.0dev", extras = ["grpc"]}
+google-cloud-core = ">=1.4.1,<2.0dev"
+grpc-google-iam-v1 = ">=0.12.3,<0.13dev"
+
+[[package]]
+name = "google-cloud-core"
+version = "1.7.2"
+description = "Google Cloud API client core library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+google-api-core = ">=1.21.0,<2.0.0dev"
+google-auth = ">=1.24.0,<2.0dev"
+six = ">=1.12.0"
+
+[package.extras]
+grpc = ["grpcio (>=1.8.2,<2.0dev)"]
+
+[[package]]
+name = "google-cloud-datastore"
+version = "1.15.3"
+description = "Google Cloud Datastore API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<2.0.0dev", extras = ["grpc"]}
+google-cloud-core = ">=1.4.0,<2.0dev"
+
+[[package]]
+name = "google-cloud-dlp"
+version = "1.0.0"
+description = "Cloud Data Loss Prevention (DLP) API API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<2.0.0dev", extras = ["grpc"]}
+
+[[package]]
+name = "google-cloud-language"
+version = "1.3.0"
+description = "Google Cloud Natural Language API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<2.0.0dev", extras = ["grpc"]}
+
+[[package]]
+name = "google-cloud-pubsub"
+version = "1.7.0"
+description = "Google Cloud Pub/Sub API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<1.17.0 || >=1.20.0", extras = ["grpc"]}
+grpc-google-iam-v1 = ">=0.12.3,<0.13dev"
+
+[[package]]
+name = "google-cloud-recommendations-ai"
+version = "0.2.0"
+description = ""
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+google-api-core = {version = ">=1.22.2,<2.0.0dev", extras = ["grpc"]}
+proto-plus = ">=1.15.0"
+
+[[package]]
+name = "google-cloud-spanner"
+version = "1.19.1"
+description = "Cloud Spanner API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<2.0.0dev", extras = ["grpc", "grpcgcp"]}
+google-cloud-core = ">=1.4.1,<2.0dev"
+grpc-google-iam-v1 = ">=0.12.3,<0.13dev"
+
+[package.extras]
+tracing = ["opentelemetry-api (==0.11b0)", "opentelemetry-sdk (==0.11b0)", "opentelemetry-instrumentation (==0.11b0)"]
+
+[[package]]
+name = "google-cloud-videointelligence"
+version = "1.16.1"
+description = "Google Cloud Video Intelligence API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<2.0.0dev", extras = ["grpc"]}
+
+[[package]]
+name = "google-cloud-vision"
+version = "1.0.0"
+description = "Cloud Vision API API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.14.0,<2.0.0dev", extras = ["grpc"]}
+
+[[package]]
+name = "google-crc32c"
+version = "1.2.0"
+description = "A python wrapper of the C library 'Google CRC32C'"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+testing = ["pytest"]
+
+[[package]]
+name = "google-resumable-media"
+version = "1.3.3"
+description = "Utilities for Google Media Downloads and Resumable Uploads"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+google-crc32c = {version = ">=1.0,<2.0dev", markers = "python_version >= \"3.5\""}
+six = ">=1.4.0"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
+requests = ["requests (>=2.18.0,<3.0.0dev)"]
+
+[[package]]
+name = "googleapis-common-protos"
+version = "1.53.0"
+description = "Common protobufs used in Google APIs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+grpcio = {version = ">=1.0.0", optional = true, markers = "extra == \"grpc\""}
+protobuf = ">=3.12.0"
+
+[package.extras]
+grpc = ["grpcio (>=1.0.0)"]
+
+[[package]]
+name = "grpc-google-iam-v1"
+version = "0.12.3"
+description = "GRPC library for the google-iam-v1 service"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+googleapis-common-protos = {version = ">=1.5.2,<2.0.0dev", extras = ["grpc"]}
+grpcio = ">=1.0.0,<2.0.0dev"
+
+[[package]]
+name = "grpcio"
+version = "1.40.0"
+description = "HTTP/2-based RPC framework"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = ">=1.5.2"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.40.0)"]
+
+[[package]]
+name = "grpcio-gcp"
+version = "0.2.2"
+description = "gRPC extensions for Google Cloud Platform"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+grpcio = ">=1.12.0"
+
+[[package]]
+name = "hdfs"
+version = "2.6.0"
+description = "HdfsCLI: API and command line interface for HDFS."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+docopt = "*"
+requests = ">=2.7.0"
+six = ">=1.9.0"
+
+[package.extras]
+avro = ["fastavro (>=0.21.19)"]
+dataframe = ["fastavro (>=0.21.19)", "pandas (>=0.14.1)"]
+kerberos = ["requests-kerberos (>=0.7.0)"]
+
 [[package]]
 name = "htmlmin"
 version = "0.1.12"
@@ -119,11 +558,22 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "httplib2"
+version = "0.19.1"
+description = "A comprehensive HTTP client library."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pyparsing = ">=2.4.2,<3"
+
 [[package]]
 name = "idna"
 version = "3.2"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
@@ -288,12 +738,46 @@ test = ["pytest (>=6.2)", "pytest-cov (>=2.12)", "codecov (>=2.1)"]
 
 [[package]]
 name = "numpy"
-version = "1.21.1"
+version = "1.20.3"
 description = "NumPy is the fundamental package for array computing with Python."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "oauth2client"
+version = "4.1.3"
+description = "OAuth 2.0 client library"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+httplib2 = ">=0.9.1"
+pyasn1 = ">=0.1.7"
+pyasn1-modules = ">=0.0.5"
+rsa = ">=3.1.4"
+six = ">=1.6.1"
+
+[[package]]
+name = "orjson"
+version = "3.6.3"
+description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "packaging"
+version = "21.0"
+description = "Core utilities for Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2"
+
 [[package]]
 name = "pandas"
 version = "1.1.5"
@@ -421,6 +905,58 @@ with_mypy = ["mypy (>=0.600)"]
 with_pyroma = ["pyroma (>=2.4)"]
 with_vulture = ["vulture (>=1.5)"]
 
+[[package]]
+name = "proto-plus"
+version = "1.19.0"
+description = "Beautiful, Pythonic protocol buffers."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+protobuf = ">=3.12.0"
+
+[package.extras]
+testing = ["google-api-core[grpc] (>=1.22.2)"]
+
+[[package]]
+name = "protobuf"
+version = "3.18.0"
+description = "Protocol Buffers"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyarrow"
+version = "4.0.1"
+description = "Python library for Apache Arrow"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
+[[package]]
+name = "pyasn1"
+version = "0.4.8"
+description = "ASN.1 types and codecs"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.2.8"
+description = "A collection of ASN.1-based protocols modules."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.5.0"
+
 [[package]]
 name = "pycodestyle"
 version = "2.7.0"
@@ -458,6 +994,17 @@ snowballstemmer = "*"
 [package.extras]
 toml = ["toml"]
 
+[[package]]
+name = "pydot"
+version = "1.4.2"
+description = "Python interface to Graphviz's Dot"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+pyparsing = ">=2.1.4"
+
 [[package]]
 name = "pyflakes"
 version = "2.3.1"
@@ -468,20 +1015,19 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pylint"
-version = "2.11.1"
+version = "2.10.2"
 description = "python code static checker"
 category = "dev"
 optional = false
 python-versions = "~=3.6"
 
 [package.dependencies]
-astroid = ">=2.8.0,<2.9"
+astroid = ">=2.7.2,<2.8"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 isort = ">=4.2.5,<6"
 mccabe = ">=0.6,<0.7"
 platformdirs = ">=2.2.0"
 toml = ">=0.7.1"
-typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
 
 [[package]]
 name = "pylint-celery"
@@ -534,11 +1080,29 @@ python-versions = "*"
 [package.dependencies]
 pylint = ">=1.7"
 
+[[package]]
+name = "pymongo"
+version = "3.12.0"
+description = "Python driver for MongoDB <http://www.mongodb.org>"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+aws = ["pymongo-auth-aws (<2.0.0)"]
+encryption = ["pymongocrypt (>=1.1.0,<2.0.0)"]
+gssapi = ["pykerberos"]
+ocsp = ["pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)", "certifi"]
+snappy = ["python-snappy"]
+srv = ["dnspython (>=1.16.0,<1.17.0)"]
+tls = ["ipaddress"]
+zstd = ["zstandard"]
+
 [[package]]
 name = "pyparsing"
 version = "2.4.7"
 description = "Python parsing module"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
@@ -546,7 +1110,7 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 
@@ -557,7 +1121,7 @@ six = ">=1.5"
 name = "pytz"
 version = "2021.1"
 description = "World timezone definitions, modern and historical"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -584,7 +1148,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 name = "requests"
 version = "2.26.0"
 description = "Python HTTP for Humans."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
@@ -609,6 +1173,17 @@ python-versions = "*"
 [package.dependencies]
 astroid = ">=1.4"
 
+[[package]]
+name = "rsa"
+version = "4.7.2"
+description = "Pure-Python RSA implementation"
+category = "main"
+optional = false
+python-versions = ">=3.5, <4"
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
 [[package]]
 name = "scipy"
 version = "1.6.1"
@@ -649,7 +1224,7 @@ yaml = ["pyyaml"]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
@@ -703,9 +1278,9 @@ python-versions = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "3.10.0.2"
+version = "3.7.4.3"
 description = "Backported and Experimental Type Hints for Python 3.5+"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -713,7 +1288,7 @@ python-versions = "*"
 name = "urllib3"
 version = "1.26.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
 
@@ -772,20 +1347,54 @@ testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytes
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.7"
-content-hash = "37d2685eea70126a1b18ebe5b57cccbc14c46e647cdf5656534a74fb5aba2e61"
+content-hash = "a4abffb384d330caa6dc399968726f1f73ea5fd7df5aa7010c1ea3bac4156338"
 
 [metadata.files]
+apache-beam = [
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+    {file = "apache_beam-2.32.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:de479e86c49a80380af36f7196ed4c3f51b5864b7557c0aae0e3e6807c2be61e"},
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+    {file = "apache_beam-2.32.0-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:eec887207b5ec19fdbd826a7102ac9d29c70368e5825fb75164e2eb29283bddb"},
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 astroid = [
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 ]
 attrs = [
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 ]
+avro-python3 = [
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+]
 bottleneck = [
     {file = "Bottleneck-1.3.2.tar.gz", hash = "sha256:20179f0b66359792ea283b69aa16366419132f3b6cf3adadc0c48e2e8118e573"},
 ]
+cachetools = [
+    {file = "cachetools-4.2.2-py3-none-any.whl", hash = "sha256:2cc0b89715337ab6dbba85b5b50effe2b0c74e035d83ee8ed637cf52f12ae001"},
+    {file = "cachetools-4.2.2.tar.gz", hash = "sha256:61b5ed1e22a0924aed1d23b478f37e8d52549ff8a961de2909c69bf950020cff"},
+]
 certifi = [
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@@ -798,14 +1407,49 @@ colorama = [
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 ]
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+    {file = "crcmod-1.7.win32-py2.7.msi", hash = "sha256:737fb308fa2ce9aed2e29075f0d5980d4a89bfbec48a368c607c5c63b3efb90e"},
+    {file = "crcmod-1.7.win32-py3.1.msi", hash = "sha256:50586ab48981f11e5b117523d97bb70864a2a1af246cf6e4f5c4a21ef4611cd1"},
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 cycler = [
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 ]
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 ]
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+    {file = "pymongo-3.12.0-py2.7-macosx-10.14-intel.egg", hash = "sha256:d1740776b70367277323fafb76bcf09753a5cc9824f5d705bac22a34ff3668ea"},
+    {file = "pymongo-3.12.0.tar.gz", hash = "sha256:b88d1742159bc93a078733f9789f563cef26f5e370eba810476a71aa98e5fbc2"},
+]
 pyparsing = [
     {file = "pyparsing-2.4.7-py2.py3-none-any.whl", hash = "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"},
     {file = "pyparsing-2.4.7.tar.gz", hash = "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1"},
@@ -1290,6 +2322,10 @@ requests = [
 requirements-detector = [
     {file = "requirements-detector-0.7.tar.gz", hash = "sha256:0d1e13e61ed243f9c3c86e6cbb19980bcb3a0e0619cde2ec1f3af70fdbee6f7b"},
 ]
+rsa = [
+    {file = "rsa-4.7.2-py3-none-any.whl", hash = "sha256:78f9a9bf4e7be0c5ded4583326e7461e3a3c5aae24073648b4bdfa797d78c9d2"},
+    {file = "rsa-4.7.2.tar.gz", hash = "sha256:9d689e6ca1b3038bc82bf8d23e944b6b6037bc02301a574935b2dd946e0353b9"},
+]
 scipy = [
     {file = "scipy-1.6.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a15a1f3fc0abff33e792d6049161b7795909b40b97c6cc2934ed54384017ab76"},
     {file = "scipy-1.6.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:e79570979ccdc3d165456dd62041d9556fb9733b86b4b6d818af7a0afc15f092"},
@@ -1372,9 +2408,9 @@ typed-ast = [
     {file = "typed_ast-1.4.3.tar.gz", hash = "sha256:fb1bbeac803adea29cedd70781399c99138358c26d05fcbd23c13016b7f5ec65"},
 ]
 typing-extensions = [
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-    {file = "typing_extensions-3.10.0.2-py3-none-any.whl", hash = "sha256:f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34"},
-    {file = "typing_extensions-3.10.0.2.tar.gz", hash = "sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e"},
+    {file = "typing_extensions-3.7.4.3-py2-none-any.whl", hash = "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"},
+    {file = "typing_extensions-3.7.4.3-py3-none-any.whl", hash = "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918"},
+    {file = "typing_extensions-3.7.4.3.tar.gz", hash = "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c"},
 ]
 urllib3 = [
     {file = "urllib3-1.26.7-py2.py3-none-any.whl", hash = "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844"},
diff --git a/pyproject.toml b/pyproject.toml
index 08c7745..10f4200 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,6 +6,7 @@ authors = ["Daniel Tomlinson <dtomlinson@panaetius.co.uk>"]
 
 [tool.poetry.dependencies]
 python = "^3.7"
+apache-beam = {extras = ["gcp"], version = "^2.32.0"}
 
 [tool.poetry.dev-dependencies]
 # pytest = "^5.2"