From 21d691cf45996d6b363f7edba0c4c78ab6fa2c31 Mon Sep 17 00:00:00 2001
From: Wei Ji <23487320+weiji14@users.noreply.github.com>
Date: Sat, 13 Mar 2021 00:23:53 +1300
Subject: [PATCH 1/2] :heavy_plus_sign: Add dvc

Data Version Control | Git for Data & Models!
---
 poetry.lock    | 810 ++++++++++++++++++++++++++++++++++++++++++++++++-
 pyproject.toml |   1 +
 2 files changed, 799 insertions(+), 12 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 237e9e9..3ddad85 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -122,6 +122,14 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
+[[package]]
+name = "atpublic"
+version = "2.1.3"
+description = "public -- @public for populating __all__"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "attrs"
 version = "20.3.0"
@@ -223,6 +231,14 @@ PyYAML = ">=3.10"
 tornado = ">=5.1"
 typing_extensions = ">=3.7.4"
 
+[[package]]
+name = "cached-property"
+version = "1.5.2"
+description = "A decorator for caching properties in classes."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "cartopy"
 version = "0.18.0"
@@ -364,6 +380,28 @@ examples = ["numpy", "holoviews", "matplotlib", "bokeh"]
 tests = ["flake8", "nbsmoke (>=0.2.6)", "pytest (>=2.8.5)"]
 tests_extra = ["flake8", "nbsmoke (>=0.2.6)", "pytest (>=2.8.5)", "pytest-mpl"]
 
+[[package]]
+name = "commonmark"
+version = "0.9.1"
+description = "Python parser for the CommonMark Markdown spec"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
+
+[[package]]
+name = "configobj"
+version = "5.0.6"
+description = "Config file reading, writing and validation."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "cupy-cuda102"
 version = "9.0.0b1"
@@ -520,6 +558,28 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "dictdiffer"
+version = "0.8.1"
+description = "Dictdiffer is a library that helps you to diff and patch dictionaries."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+all = ["Sphinx (>=1.4.4)", "sphinx-rtd-theme (>=0.1.9)", "check-manifest (>=0.25)", "coverage (>=4.0)", "isort (>=4.2.2)", "mock (>=1.3.0)", "pydocstyle (>=1.0.0)", "pytest-cov (>=1.8.0)", "pytest-pep8 (>=1.0.6)", "pytest (>=2.8.0)", "tox (>=3.7.0)", "numpy (>=1.11.0)"]
+docs = ["Sphinx (>=1.4.4)", "sphinx-rtd-theme (>=0.1.9)"]
+numpy = ["numpy (>=1.11.0)"]
+tests = ["check-manifest (>=0.25)", "coverage (>=4.0)", "isort (>=4.2.2)", "mock (>=1.3.0)", "pydocstyle (>=1.0.0)", "pytest-cov (>=1.8.0)", "pytest-pep8 (>=1.0.6)", "pytest (>=2.8.0)", "tox (>=3.7.0)"]
+
+[[package]]
+name = "diskcache"
+version = "5.2.1"
+description = "Disk Cache -- Disk and file backed persistent cache."
+category = "main"
+optional = false
+python-versions = ">=3"
+
 [[package]]
 name = "distributed"
 version = "2021.1.0"
@@ -541,6 +601,14 @@ toolz = ">=0.8.2"
 tornado = {version = ">=6.0.3", markers = "python_version >= \"3.8\""}
 zict = ">=0.1.3"
 
+[[package]]
+name = "distro"
+version = "1.5.0"
+description = "Distro - an OS platform information API"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "docopt"
 version = "0.6.2"
@@ -549,6 +617,96 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "dpath"
+version = "2.0.1"
+description = "Filesystem-like pathing and searching for dictionaries"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "dulwich"
+version = "0.20.20"
+description = "Python Git Library"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+certifi = "*"
+urllib3 = ">=1.24.1"
+
+[package.extras]
+fastimport = ["fastimport"]
+https = ["urllib3[secure] (>=1.24.1)"]
+pgp = ["gpg"]
+watch = ["pyinotify"]
+
+[[package]]
+name = "dvc"
+version = "2.0.5"
+description = "Git for data scientists - manage your code and data together"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+appdirs = ">=1.4.3"
+colorama = ">=0.3.9"
+configobj = ">=5.0.6"
+dictdiffer = ">=0.8.1"
+diskcache = ">=5.2.1"
+distro = ">=1.3.0"
+dpath = ">=2.0.1,<3"
+dulwich = ">=0.20.20"
+flatten-dict = ">=0.3.0,<1"
+"flufl.lock" = ">=3.2,<4"
+fsspec = ">=0.8.5"
+funcy = ">=1.14"
+gitpython = ">3"
+grandalf = "0.6"
+jsonpath-ng = ">=1.5.1"
+nanotime = ">=0.5.2"
+networkx = ">=2.1"
+packaging = ">=19.0"
+pathspec = ">=0.6.0"
+ply = ">=3.9"
+psutil = ">=5.8.0"
+pyasn1 = ">=0.4.1"
+pydot = ">=1.2.4"
+pygit2 = ">=1.5.0"
+pygtrie = "2.3.2"
+pyparsing = "2.4.7"
+python-benedict = ">=0.21.1"
+pywin32 = {version = ">=225", markers = "sys_platform == \"win32\""}
+requests = ">=2.22.0"
+rich = ">=9.0.0"
+"ruamel.yaml" = ">=0.16.1"
+shortuuid = ">=0.5.0"
+shtab = ">=1.3.4,<2"
+tabulate = ">=0.8.7"
+toml = ">=0.10.1"
+tqdm = ">=4.45.0,<5"
+typing-extensions = ">=3.7.4"
+voluptuous = ">=0.11.7"
+win-unicode-console = {version = ">=0.5", markers = "sys_platform == \"win32\""}
+"zc.lockfile" = ">=1.2.1"
+
+[package.extras]
+all = ["gcsfs (>=0.7.2)", "boto3 (>=1.9.201)", "adlfs (>=0.6.3)", "azure-identity (>=1.4.0)", "knack", "paramiko[invoke] (>=2.7.0)", "oss2 (==2.6.1)", "pycryptodome (<3.9.9)", "pydrive2 (>=1.8.1)", "six (>=1.13.0)", "pyarrow (>=2.0.0)", "hdfs (==2.5.8)", "webdavclient3 (>=3.14.5)"]
+azure = ["adlfs (>=0.6.3)", "azure-identity (>=1.4.0)", "knack"]
+gdrive = ["pydrive2 (>=1.8.1)", "six (>=1.13.0)"]
+gs = ["gcsfs (>=0.7.2)"]
+hdfs = ["pyarrow (>=2.0.0)"]
+oss = ["oss2 (==2.6.1)", "pycryptodome (<3.9.9)"]
+s3 = ["boto3 (>=1.9.201)"]
+ssh = ["paramiko[invoke] (>=2.7.0)"]
+ssh_gssapi = ["paramiko[invoke,gssapi] (>=2.7.0)"]
+tests = ["wheel (>=0.31.1)", "pytest (>=6.0.1,<6.2.2)", "pytest-cov", "pytest-docker (>=0.7.2)", "pytest-timeout (>=1.3.3)", "pytest-cov (>=2.6.1)", "pytest-xdist (>=1.26.1)", "pytest-mock (==1.11.2)", "pytest-lazy-fixture", "pytest-tap", "flaky (>=3.5.3)", "mock (>=3.0.0)", "xmltodict (>=0.11.0)", "google-compute-engine (==2.8.13)", "pygments", "collective.checkdocs", "psutil", "pydocstyle (<4.0)", "jaraco.windows (==3.9.2)", "mock-ssh-server (>=0.8.2)", "moto (==1.3.16.dev122)", "aws-sam-translator (<1.29.0)", "urllib3 (<1.26.0)", "rangehttpserver (==1.2.0)", "beautifulsoup4 (==4.4.0)", "pylint (==2.5.3)", "astroid (<2.5)", "pylint-pytest (>=0.3.0)", "pylint-plugin-utils", "wget", "filelock", "mypy", "wsgidav", "crc32c", "google-cloud-storage (==1.19.0)"]
+webdav = ["webdavclient3 (>=3.14.5)"]
+webhdfs = ["hdfs (==2.5.8)"]
+
 [[package]]
 name = "entrypoints"
 version = "0.3"
@@ -635,6 +793,29 @@ calc = ["shapely"]
 s3 = ["boto3 (>=1.2.4)"]
 test = ["pytest (>=3)", "pytest-cov", "boto3 (>=1.2.4)", "mock"]
 
+[[package]]
+name = "flatten-dict"
+version = "0.3.0"
+description = "A flexible utility for flattening and unflattening dict-like objects in Python."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+pathlib2 = ">=2.3,<3.0"
+six = ">=1.12,<2.0"
+
+[[package]]
+name = "flufl.lock"
+version = "3.2"
+description = "NFS-safe file locking with timeouts for POSIX systems."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+atpublic = "*"
+
 [[package]]
 name = "fsspec"
 version = "0.8.5"
@@ -659,6 +840,25 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 
+[[package]]
+name = "ftfy"
+version = "5.9"
+description = "Fixes some problems with Unicode text after the fact"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+wcwidth = "*"
+
+[[package]]
+name = "funcy"
+version = "1.15"
+description = "A fancy and practical functional tools"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "future"
 version = "0.18.2"
@@ -715,6 +915,28 @@ examples_extra = ["datashader", "geopandas", "gdal", "netcdf4", "jupyter", "matp
 recommended = ["datashader", "geopandas", "gdal", "netcdf4", "jupyter", "matplotlib (>2.2)", "pandas", "pyct", "scipy", "shapely", "xarray"]
 tests = ["coveralls", "flake8", "nbsmoke (>=0.2.0)", "nose", "pytest"]
 
+[[package]]
+name = "gitdb"
+version = "4.0.5"
+description = "Git Object Database"
+category = "main"
+optional = false
+python-versions = ">=3.4"
+
+[package.dependencies]
+smmap = ">=3.0.1,<4"
+
+[[package]]
+name = "gitpython"
+version = "3.1.14"
+description = "Python Git Library"
+category = "main"
+optional = false
+python-versions = ">=3.4"
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
 [[package]]
 name = "glob2"
 version = "0.7"
@@ -723,6 +945,21 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "grandalf"
+version = "0.6"
+description = "Graph and drawing algorithms framework"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+future = "*"
+pyparsing = "*"
+
+[package.extras]
+full = ["numpy", "ply"]
+
 [[package]]
 name = "graphviz"
 version = "0.16"
@@ -820,11 +1057,11 @@ tests = ["coveralls", "nose", "flake8", "parameterized", "pytest", "nbsmoke (>=0
 
 [[package]]
 name = "idna"
-version = "3.1"
+version = "2.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
-python-versions = ">=3.4"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "iniconfig"
@@ -1018,6 +1255,19 @@ python-versions = "*"
 [package.extras]
 dev = ["hypothesis"]
 
+[[package]]
+name = "jsonpath-ng"
+version = "1.5.2"
+description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+decorator = "*"
+ply = "*"
+six = "*"
+
 [[package]]
 name = "jsonschema"
 version = "3.2.0"
@@ -1215,6 +1465,14 @@ html5 = ["html5lib"]
 htmlsoup = ["beautifulsoup4"]
 source = ["Cython (>=0.29.7)"]
 
+[[package]]
+name = "mailchecker"
+version = "4.0.3"
+description = "Cross-language email validation. Backed by a database of thousands throwable email providers."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "mako"
 version = "1.1.4"
@@ -1369,6 +1627,14 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "nanotime"
+version = "0.5.2"
+description = "nanotime python implementation"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "nbclassic"
 version = "0.2.6"
@@ -1472,6 +1738,30 @@ python-versions = "*"
 cftime = "*"
 numpy = ">=1.9"
 
+[[package]]
+name = "networkx"
+version = "2.5"
+description = "Python package for creating and manipulating graphs and networks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+decorator = ">=4.3.0"
+
+[package.extras]
+all = ["numpy", "scipy", "pandas", "matplotlib", "pygraphviz", "pydot", "pyyaml", "lxml", "pytest"]
+gdal = ["gdal"]
+lxml = ["lxml"]
+matplotlib = ["matplotlib"]
+numpy = ["numpy"]
+pandas = ["pandas"]
+pydot = ["pydot"]
+pygraphviz = ["pygraphviz"]
+pytest = ["pytest"]
+pyyaml = ["pyyaml"]
+scipy = ["scipy"]
+
 [[package]]
 name = "notebook"
 version = "6.2.0"
@@ -1658,11 +1948,22 @@ toolz = "*"
 [package.extras]
 complete = ["numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq", "blosc"]
 
+[[package]]
+name = "pathlib2"
+version = "2.3.5"
+description = "Object-oriented filesystem paths"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "pathspec"
 version = "0.8.1"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -1677,6 +1978,14 @@ python-versions = "*"
 [package.dependencies]
 ptyprocess = ">=0.5"
 
+[[package]]
+name = "phonenumbers"
+version = "8.12.19"
+description = "Python version of Google's common library for parsing, formatting, storing and validating international phone numbers."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pickleshare"
 version = "0.7.5"
@@ -1735,6 +2044,14 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.extras]
 dev = ["pre-commit", "tox"]
 
+[[package]]
+name = "ply"
+version = "3.11"
+description = "Python Lex & Yacc"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pointCollection"
 version = "1.0.0.0"
@@ -1819,6 +2136,14 @@ python-versions = ">=3.5"
 [package.dependencies]
 numpy = ">=1.14"
 
+[[package]]
+name = "pyasn1"
+version = "0.4.8"
+description = "ASN.1 types and codecs"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pycparser"
 version = "2.20"
@@ -1869,6 +2194,17 @@ server = ["gunicorn", "pastedeploy"]
 testing = ["gsw (==3.0.6)", "coards", "requests", "lxml", "gunicorn", "pastedeploy", "netcdf4", "ordereddict", "webtest", "beautifulsoup4", "flake8", "pytest (>=2.8)", "pytest-cov", "pytest-attrib", "mock", "requests-mock", "requests"]
 tests = ["gsw (==3.0.6)", "coards", "requests", "lxml", "gunicorn", "pastedeploy", "netcdf4", "ordereddict", "webtest", "beautifulsoup4", "flake8"]
 
+[[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 = "pyepsg"
 version = "0.4.0"
@@ -1880,6 +2216,18 @@ python-versions = "*"
 [package.dependencies]
 requests = "*"
 
+[[package]]
+name = "pygit2"
+version = "1.5.0"
+description = "Python bindings for libgit2."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+cached-property = "*"
+cffi = ">=1.4.0"
+
 [[package]]
 name = "pygments"
 version = "2.7.4"
@@ -1903,6 +2251,14 @@ packaging = "*"
 pandas = "*"
 xarray = "*"
 
+[[package]]
+name = "pygtrie"
+version = "2.3.2"
+description = "Trie data structure implementation."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pynvml"
 version = "8.0.4"
@@ -2013,6 +2369,27 @@ pytest-forked = "*"
 psutil = ["psutil (>=3.0)"]
 testing = ["filelock"]
 
+[[package]]
+name = "python-benedict"
+version = "0.23.2"
+description = "python-benedict is a dict subclass with keylist/keypath support, I/O shortcuts (base64, csv, json, pickle, plist, query-string, toml, xml, yaml) and many utilities... for humans, obviously."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ftfy = {version = "*", markers = "python_version > \"2.7\""}
+mailchecker = "*"
+phonenumbers = "*"
+python-dateutil = "*"
+python-fsutil = "*"
+python-slugify = "*"
+pyyaml = "*"
+requests = "*"
+six = "*"
+toml = "*"
+xmltodict = "*"
+
 [[package]]
 name = "python-dateutil"
 version = "2.8.1"
@@ -2024,6 +2401,31 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-fsutil"
+version = "0.4.0"
+description = "file-system utilities for lazy devs."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+requests = "*"
+
+[[package]]
+name = "python-slugify"
+version = "4.0.1"
+description = "A Python Slugify application that handles Unicode"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+text-unidecode = ">=1.3"
+
+[package.extras]
+unidecode = ["Unidecode (>=1.1.1)"]
+
 [[package]]
 name = "python-snappy"
 version = "0.6.0"
@@ -2102,16 +2504,62 @@ python-versions = "*"
 
 [[package]]
 name = "requests"
-version = "2.15.1"
+version = "2.25.1"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+chardet = ">=3.0.2,<5"
+idna = ">=2.5,<3"
+urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-security = ["cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)"]
+security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 
+[[package]]
+name = "rich"
+version = "9.13.0"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "main"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[package.dependencies]
+colorama = ">=0.4.0,<0.5.0"
+commonmark = ">=0.9.0,<0.10.0"
+pygments = ">=2.6.0,<3.0.0"
+typing-extensions = ">=3.7.4,<4.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
+
+[[package]]
+name = "ruamel.yaml"
+version = "0.16.13"
+description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+"ruamel.yaml.clib" = {version = ">=0.1.2", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.10\""}
+
+[package.extras]
+docs = ["ryd"]
+jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
+
+[[package]]
+name = "ruamel.yaml.clib"
+version = "0.2.2"
+description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "scikit-learn"
 version = "0.24.1"
@@ -2164,6 +2612,22 @@ all = ["numpy", "pytest", "pytest-cov"]
 test = ["pytest", "pytest-cov"]
 vectorized = ["numpy"]
 
+[[package]]
+name = "shortuuid"
+version = "1.0.1"
+description = "A generator library for concise, unambiguous and URL-safe UUIDs."
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "shtab"
+version = "1.3.5"
+description = "Automatically generate shell tab completion scripts for python CLI apps"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,>=2.7"
+
 [[package]]
 name = "simpervisor"
 version = "0.4"
@@ -2180,6 +2644,14 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
+[[package]]
+name = "smmap"
+version = "3.0.5"
+description = "A pure Python implementation of a sliding window memory map manager"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
 [[package]]
 name = "sniffio"
 version = "1.2.0"
@@ -2204,6 +2676,17 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "tabulate"
+version = "0.8.9"
+description = "Pretty-print tabular data"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+widechars = ["wcwidth"]
+
 [[package]]
 name = "tblib"
 version = "1.7.0"
@@ -2236,6 +2719,14 @@ python-versions = "*"
 [package.extras]
 test = ["pathlib2"]
 
+[[package]]
+name = "text-unidecode"
+version = "1.3"
+description = "The most basic Text::Unidecode port"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "threadpoolctl"
 version = "2.1.0"
@@ -2264,7 +2755,7 @@ twisted = ["twisted"]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
@@ -2342,6 +2833,27 @@ docs = ["sphinx"]
 optional = ["numpy"]
 tests = ["nose", "numpy"]
 
+[[package]]
+name = "urllib3"
+version = "1.26.3"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+
+[package.extras]
+brotli = ["brotlipy (>=0.6.0)"]
+secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "voluptuous"
+version = "0.12.1"
+description = ""
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "wcwidth"
 version = "0.2.5"
@@ -2370,6 +2882,14 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
 docs = ["Sphinx (>=1.7.5)", "pylons-sphinx-themes"]
 testing = ["pytest (>=3.1.0)", "coverage", "pytest-cov", "pytest-xdist"]
 
+[[package]]
+name = "win-unicode-console"
+version = "0.5"
+description = "Enable Unicode input and display when running Python from Windows console."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "xarray"
 version = "0.16.2"
@@ -2390,6 +2910,14 @@ io = ["netcdf4", "h5netcdf", "scipy", "pydap", "zarr", "fsspec", "cftime", "rast
 parallel = ["dask"]
 viz = ["matplotlib", "seaborn", "nc-time-axis"]
 
+[[package]]
+name = "xmltodict"
+version = "0.12.0"
+description = "Makes working with XML feel like you are working with JSON"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
 [[package]]
 name = "xrviz"
 version = "0.1.4"
@@ -2435,6 +2963,17 @@ numpy = ">=1.7"
 [package.extras]
 jupyter = ["notebook", "ipytree"]
 
+[[package]]
+name = "zc.lockfile"
+version = "2.0"
+description = "Basic inter-process locks"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["zope.testing"]
+
 [[package]]
 name = "zict"
 version = "2.0.0"
@@ -2452,7 +2991,7 @@ cuda = ["cupy-cuda102", "dask-cuda"]
 [metadata]
 lock-version = "1.1"
 python-versions = "~3.8"
-content-hash = "9326ff0d5c240b287975a0ba35c7f83a37ff69627939ea9f062991c650435c52"
+content-hash = "ababf44b790bacfdad114cbf97df678ce3f04e10ece366083c2183f9d56f316a"
 
 [metadata.files]
 aiohttp = [
@@ -2549,6 +3088,9 @@ atomicwrites = [
     {file = "atomicwrites-1.4.0-py2.py3-none-any.whl", hash = "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197"},
     {file = "atomicwrites-1.4.0.tar.gz", hash = "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"},
 ]
+atpublic = [
+    {file = "atpublic-2.1.3.tar.gz", hash = "sha256:e0b274759bfbcb6eeb7c7b44a7a46391990a43ac77aa55359b075765b54d9f5d"},
+]
 attrs = [
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     {file = "attrs-20.3.0.tar.gz", hash = "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"},
@@ -2576,6 +3118,10 @@ bleach = [
 bokeh = [
     {file = "bokeh-2.2.3.tar.gz", hash = "sha256:c4a3f97afe5f525019dd58ee8c4e3d43f53fe1b1ac264ccaae9b02c07b2abc17"},
 ]
+cached-property = [
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+    {file = "cached_property-1.5.2-py2.py3-none-any.whl", hash = "sha256:df4f613cf7ad9a588cc381aaf4a512d26265ecebd5eb9e1ba12f1319eb85a6a0"},
+]
 cartopy = [
     {file = "Cartopy-0.18.0.tar.gz", hash = "sha256:7ffa317e8f8011e0d965a3ef1179e57a049f77019867ed677d49dcc5c0744434"},
 ]
@@ -2688,6 +3234,13 @@ colorcet = [
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 ]
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+    {file = "commonmark-0.9.1.tar.gz", hash = "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60"},
+]
+configobj = [
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+]
 cupy-cuda102 = [
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@@ -2764,13 +3317,51 @@ defusedxml = [
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 ]
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+    {file = "dictdiffer-0.8.1.tar.gz", hash = "sha256:1adec0d67cdf6166bda96ae2934ddb5e54433998ceab63c984574d187cc563d2"},
+]
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+    {file = "diskcache-5.2.1.tar.gz", hash = "sha256:1805acd5868ac10ad547208951a1190a0ab7bbff4e70f9a07cde4dbdfaa69f64"},
+]
 distributed = [
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 ]
+distro = [
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+    {file = "distro-1.5.0.tar.gz", hash = "sha256:0e58756ae38fbd8fc3020d54badb8eae17c5b9dcbed388b17bb55b8a5928df92"},
+]
 docopt = [
     {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
 ]
+dpath = [
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+]
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+    {file = "dulwich-0.20.20-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:22c3f90c9c85b09314c2775ad7454edada433cc0f4ba69334383c9b00b09ef3c"},
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+    {file = "dulwich-0.20.20-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:ff11304aaa3f452257454d11d084226fb008f76977a4c90ae2ba3dee81017a74"},
+    {file = "dulwich-0.20.20-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:def6f826cae29d8d9ce0429fbec0c48ec7924ba37d596f2076b5f55bff93d793"},
+    {file = "dulwich-0.20.20-cp38-cp38-win_amd64.whl", hash = "sha256:a5507bdc13ac88eafc7d03e58288814bbf59648b484bd27b7692cc9fe3fd87a4"},
+    {file = "dulwich-0.20.20-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:03e7e75a8777fdb92efa66d25be378704d0b1c18af0f5970a3288c0a7c210e19"},
+    {file = "dulwich-0.20.20-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:e0bbcb3e9a5889d3e9e21ea99ae239389da054208e31485c591f60c7b08345aa"},
+    {file = "dulwich-0.20.20-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:e24f7f665c7e615c7c6a51a1d8e24e89a9c1a9f5898b89bbeff4a845ad3c19dc"},
+    {file = "dulwich-0.20.20-cp39-cp39-win_amd64.whl", hash = "sha256:f94396c746df2678fc9a3c7abd6c135ea4ba10e1c27f5d1f1cdeebd163541232"},
+    {file = "dulwich-0.20.20.tar.gz", hash = "sha256:426959b9705fadcc6c820e5adf3291d71a48aba0afccf7411422e3308f115f87"},
+]
+dvc = [
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+    {file = "dvc-2.0.5.tar.gz", hash = "sha256:e315b247e20689f54e08d80e5c380f95e201730d0887ce8f7cfdc4f8a61e2426"},
+]
 entrypoints = [
     {file = "entrypoints-0.3-py2.py3-none-any.whl", hash = "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19"},
     {file = "entrypoints-0.3.tar.gz", hash = "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"},
@@ -2827,10 +3418,24 @@ fiona = [
     {file = "Fiona-1.8.18-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:1c26f38bfbcd51e710c361f26db605ccf2b5f2a7967e0f4a88683cac3845c947"},
     {file = "Fiona-1.8.18.tar.gz", hash = "sha256:b732ece0ff8886a29c439723a3e1fc382718804bb057519d537a81308854967a"},
 ]
+flatten-dict = [
+    {file = "flatten-dict-0.3.0.tar.gz", hash = "sha256:0ccc43f15c7c84c5ef387ad19254f6769a32d170313a1bcbf4ce582089313d7e"},
+    {file = "flatten_dict-0.3.0-py2.py3-none-any.whl", hash = "sha256:96038f9a0a09dca205112ae890e1f2159cfdf2af173397b2aa93d1bb9d055890"},
+]
+"flufl.lock" = [
+    {file = "flufl.lock-3.2.tar.gz", hash = "sha256:a8d66accc9ab41f09961cd8f8db39f9c28e97e2769659a3567c63930a869ff5b"},
+]
 fsspec = [
     {file = "fsspec-0.8.5-py3-none-any.whl", hash = "sha256:5629dc945800873cb2092df806c854e74c2799f4854247bce37ca7171000a7ec"},
     {file = "fsspec-0.8.5.tar.gz", hash = "sha256:890c6ce9325030f03bd2eae81389ddcbcee53bdd475334ca064595e1e45f92a6"},
 ]
+ftfy = [
+    {file = "ftfy-5.9.tar.gz", hash = "sha256:8c4fb2863c0b82eae2ab3cf353d9ade268dfbde863d322f78d6a9fd5cefb31e9"},
+]
+funcy = [
+    {file = "funcy-1.15-py2.py3-none-any.whl", hash = "sha256:c247c3d085e03a89974e0c9e8331e9a79db3768a263556ba896d6c92d665bba2"},
+    {file = "funcy-1.15.tar.gz", hash = "sha256:65b746fed572b392d886810a98d56939c6e0d545abb750527a717c21ced21008"},
+]
 future = [
     {file = "future-0.18.2.tar.gz", hash = "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"},
 ]
@@ -2845,9 +3450,24 @@ geoviews = [
     {file = "geoviews-1.8.1-py2.py3-none-any.whl", hash = "sha256:bc944fde2c8ce8442d3a1c6a57c8f3958cdf5cdc1fbf12547a3a5fa86b079439"},
     {file = "geoviews-1.8.1.tar.gz", hash = "sha256:7cf0c43b01b4aa623520a233d5f82e58b69febd58e22af328128f699f1c745fe"},
 ]
+gitdb = [
+    {file = "gitdb-4.0.5-py3-none-any.whl", hash = "sha256:91f36bfb1ab7949b3b40e23736db18231bf7593edada2ba5c3a174a7b23657ac"},
+    {file = "gitdb-4.0.5.tar.gz", hash = "sha256:c9e1f2d0db7ddb9a704c2a0217be31214e91a4fe1dea1efad19ae42ba0c285c9"},
+]
+gitpython = [
+    {file = "GitPython-3.1.14-py3-none-any.whl", hash = "sha256:3283ae2fba31c913d857e12e5ba5f9a7772bbc064ae2bb09efafa71b0dd4939b"},
+    {file = "GitPython-3.1.14.tar.gz", hash = "sha256:be27633e7509e58391f10207cd32b2a6cf5b908f92d9cd30da2e514e1137af61"},
+]
 glob2 = [
     {file = "glob2-0.7.tar.gz", hash = "sha256:85c3dbd07c8aa26d63d7aacee34fa86e9a91a3873bc30bf62ec46e531f92ab8c"},
 ]
+grandalf = [
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+    {file = "grandalf-0.6-py2.7.egg", hash = "sha256:51e34e141be2dd19bca74448918ebce88c1cd95498842a13d191df0a52a3955a"},
+    {file = "grandalf-0.6-py3-none-any.whl", hash = "sha256:357946e2fd35fc92c327cf3c091acc5aef93e0c74c60fed0a727d827ab3b1272"},
+    {file = "grandalf-0.6-py3.5.egg", hash = "sha256:aa985ba9992aba30e9c09d3cd9574054268b74ff2d34ced68aa9e7ca698724b0"},
+    {file = "grandalf-0.6.tar.gz", hash = "sha256:7471db231bd7338bc0035b16edf0dc0c900c82d23060f4b4d0c4304caedda6e4"},
+]
 graphviz = [
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     {file = "graphviz-0.16.zip", hash = "sha256:d2d25af1c199cad567ce4806f0449cb74eb30cf451fd7597251e1da099ac6e57"},
@@ -2884,8 +3504,8 @@ hvplot = [
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 ]
 idna = [
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-    {file = "idna-3.1.tar.gz", hash = "sha256:c5b02147e01ea9920e6b0a3f1f7bb833612d507592c837a6c49552768f4054e1"},
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+    {file = "idna-2.10.tar.gz", hash = "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6"},
 ]
 iniconfig = [
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@@ -2934,6 +3554,10 @@ json5 = [
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+]
 xrviz = [
     {file = "xrviz-0.1.4.tar.gz", hash = "sha256:65deb63b695f4edcfa5d4eb85319c0f48ac43e2fbc796f7b8fd3e52be2261206"},
 ]
@@ -4131,6 +4913,10 @@ zarr = [
     {file = "zarr-2.6.1-py3-none-any.whl", hash = "sha256:e4eb501ff472cf97b7e497a504a2fb818d6d3bff398997bcfe9438c2cc1a3665"},
     {file = "zarr-2.6.1.tar.gz", hash = "sha256:fa7eac1e4ff47ff82d09c42bb4679e18e8a05a73ee81ce59cee6a441a210b2fd"},
 ]
+"zc.lockfile" = [
+    {file = "zc.lockfile-2.0-py2.py3-none-any.whl", hash = "sha256:cc33599b549f0c8a248cb72f3bf32d77712de1ff7ee8814312eb6456b42c015f"},
+    {file = "zc.lockfile-2.0.tar.gz", hash = "sha256:307ad78227e48be260e64896ec8886edc7eae22d8ec53e4d528ab5537a83203b"},
+]
 zict = [
     {file = "zict-2.0.0-py3-none-any.whl", hash = "sha256:26aa1adda8250a78dfc6a78d200bfb2ea43a34752cf58980bca75dde0ba0c6e9"},
     {file = "zict-2.0.0.tar.gz", hash = "sha256:8e2969797627c8a663575c2fc6fcb53a05e37cdb83ee65f341fc6e0c3d0ced16"},
diff --git a/pyproject.toml b/pyproject.toml
index 86ae0bb..40e024f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,6 +15,7 @@ dask-cuda = {version = "^0.17.0", optional = true}
 dask-labextension = "^5.0.0"
 datashader = "^0.12.0"
 distributed = "^2021.1.0"
+dvc = "^2.0.5"
 geopandas = "^0.8.1"
 geoviews = "^1.8.1"
 graphviz = "^0.16"

From c7fc42ac2308b9db7a8398e936289f0fb69f5ec3 Mon Sep 17 00:00:00 2001
From: Wei Ji <23487320+weiji14@users.noreply.github.com>
Date: Sat, 13 Mar 2021 00:59:37 +1300
Subject: [PATCH 2/2] :seedling: Run dvc init and configure dvc remote origin

Initialize with standard dvc files and folders. DVC remote configuration points to https://dagshub.com/weiji14/deepicedrain. The .dvc/.gitignore is just the out of the box one from `dvc init` and .dvcignore is just empty for now, waiting to be populated later. Also need to run the following locally to update the .dvc/config.local file:

```
dvc remote modify origin --local auth basic
dvc remote modify origin --local user "$DAGSHUB_USER"
dvc remote modify origin --local password "$DAGSHUB_PASS"  # generate token at https://dagshub.com/user/settings/tokens
```
---
 .dvc/.gitignore | 3 +++
 .dvc/config     | 2 ++
 .dvcignore      | 3 +++
 3 files changed, 8 insertions(+)
 create mode 100644 .dvc/.gitignore
 create mode 100644 .dvc/config
 create mode 100644 .dvcignore

diff --git a/.dvc/.gitignore b/.dvc/.gitignore
new file mode 100644
index 0000000..528f30c
--- /dev/null
+++ b/.dvc/.gitignore
@@ -0,0 +1,3 @@
+/config.local
+/tmp
+/cache
diff --git a/.dvc/config b/.dvc/config
new file mode 100644
index 0000000..de05dd6
--- /dev/null
+++ b/.dvc/config
@@ -0,0 +1,2 @@
+['remote "origin"']
+    url = https://dagshub.com/weiji14/deepicedrain.dvc
diff --git a/.dvcignore b/.dvcignore
new file mode 100644
index 0000000..5197305
--- /dev/null
+++ b/.dvcignore
@@ -0,0 +1,3 @@
+# Add patterns of files dvc should ignore, which could improve
+# the performance. Learn more at
+# https://dvc.org/doc/user-guide/dvcignore