From 3b75b166e661f161fa57a7f899f01bbd0278e815 Mon Sep 17 00:00:00 2001
From: Igor Astashov <astashovivl@gmail.com>
Date: Thu, 14 Dec 2023 09:13:14 +0700
Subject: [PATCH 1/7] Add remote DVC

---
 .dvc/config | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.dvc/config b/.dvc/config
index e69de29..ad46c73 100644
--- a/.dvc/config
+++ b/.dvc/config
@@ -0,0 +1,4 @@
+['remote "myremote"']
+    url = gdrive://157dnKop_r1YXtt8MBaYInZlvZhyXRbTa
+    gdrive_client_id = 780090968343-bpqkfepakjimo19cbegs1aslcs9tq6hq.apps.googleusercontent.com
+    gdrive_client_secret = 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

From 0325cc9da284c4e2ac2a33a42ffb62c25e748d81 Mon Sep 17 00:00:00 2001
From: Igor Astashov <astashovivl@gmail.com>
Date: Thu, 14 Dec 2023 10:19:23 +0700
Subject: [PATCH 2/7] Add dvc core

---
 .dvc/config | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.dvc/config b/.dvc/config
index ad46c73..64e4b32 100644
--- a/.dvc/config
+++ b/.dvc/config
@@ -1,3 +1,5 @@
+[core]
+    remote = myremote
 ['remote "myremote"']
     url = gdrive://157dnKop_r1YXtt8MBaYInZlvZhyXRbTa
     gdrive_client_id = 780090968343-bpqkfepakjimo19cbegs1aslcs9tq6hq.apps.googleusercontent.com

From 52b99246c49b8ca72f456a1f659c373702969f03 Mon Sep 17 00:00:00 2001
From: Igor Astashov <astashovivl@gmail.com>
Date: Thu, 14 Dec 2023 10:46:55 +0700
Subject: [PATCH 3/7] Add first version of data/

---
 README.md            | 14 ++++++++++++--
 data/PokemonData.dvc |  6 ++++++
 2 files changed, 18 insertions(+), 2 deletions(-)
 create mode 100644 data/PokemonData.dvc

diff --git a/README.md b/README.md
index ca64b0a..70d8d89 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,12 @@ from [kaggle](https://www.kaggle.com/datasets/lantian773030/pokemonclassificatio
 
 ### Download model weights
 
-- Run `bash weights/download_weights.sh`.
+```
+# Download model weights
+cd weights
+bash download_weights.sh
+cd ../..
+```
 
 ### Run on a single image
 
@@ -41,7 +46,12 @@ python inference.py
 
 A script for downloading the dataset is as follows:
 
-- Run `bash data/download_data.sh`.
+```
+# Download the dataset
+cd data
+bash download_data.sh
+cd ../..
+```
 
 All the 150 Pokémon included in this dataset are from generation one.
 There are around 25 - 50 images for each Pokémon.
diff --git a/data/PokemonData.dvc b/data/PokemonData.dvc
new file mode 100644
index 0000000..08217b9
--- /dev/null
+++ b/data/PokemonData.dvc
@@ -0,0 +1,6 @@
+ ..outs:
+- md5: d9f9d4d70a135d2a5c1e1e9367a83f73.dir
+  size: 454096203
+  nfiles: 6837
+  hash: md5
+  path: PokemonData

From 42057e04bc8f95017144676e43829fc07013ecad Mon Sep 17 00:00:00 2001
From: Igor Astashov <astashovivl@gmail.com>
Date: Thu, 14 Dec 2023 11:14:28 +0700
Subject: [PATCH 4/7] Add DVC PokemonData

---
 .dvc/config          |   2 +
 data/PokemonData.dvc |   2 +-
 poetry.lock          | 319 +++++++++++++++++++++++++++++++++++++++----
 pyproject.toml       |   2 +-
 4 files changed, 295 insertions(+), 30 deletions(-)

diff --git a/.dvc/config b/.dvc/config
index 64e4b32..a04132f 100644
--- a/.dvc/config
+++ b/.dvc/config
@@ -1,6 +1,8 @@
 [core]
     remote = myremote
+    autostage = true
 ['remote "myremote"']
     url = gdrive://157dnKop_r1YXtt8MBaYInZlvZhyXRbTa
     gdrive_client_id = 780090968343-bpqkfepakjimo19cbegs1aslcs9tq6hq.apps.googleusercontent.com
     gdrive_client_secret = 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
+    gdrive_acknowledge_abuse = true
diff --git a/data/PokemonData.dvc b/data/PokemonData.dvc
index 08217b9..7e55297 100644
--- a/data/PokemonData.dvc
+++ b/data/PokemonData.dvc
@@ -1,4 +1,4 @@
- ..outs:
+outs:
 - md5: d9f9d4d70a135d2a5c1e1e9367a83f73.dir
   size: 454096203
   nfiles: 6837
diff --git a/poetry.lock b/poetry.lock
index 99f87e4..2d7e443 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -325,6 +325,18 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "cachetools"
+version = "5.3.2"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cachetools-5.3.2-py3-none-any.whl", hash = "sha256:861f35a13a451f94e301ce2bec7cac63e881232ccce7ed67fab9b5df4d3beaa1"},
+    {file = "cachetools-5.3.2.tar.gz", hash = "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2"},
+]
+
 [[package]]
 name = "celery"
 version = "5.3.6"
@@ -996,14 +1008,14 @@ pgp = ["gpg"]
 
 [[package]]
 name = "dvc"
-version = "3.33.3"
+version = "3.33.4"
 description = "Git for data scientists - manage your code and data together"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-3.33.3-py3-none-any.whl", hash = "sha256:0c92e625671ac9b649a51076eb4ace6a0c68be43d3f840d013d4adcee4bf48a2"},
-    {file = "dvc-3.33.3.tar.gz", hash = "sha256:a0bf0712cfe5db204f434021299de5149a947072af9882c4baacdb76d0ece99b"},
+    {file = "dvc-3.33.4-py3-none-any.whl", hash = "sha256:130881585e4d96b1c7ed29b15466bbad70add00ad8823a2b5573fa7702f0ef3a"},
+    {file = "dvc-3.33.4.tar.gz", hash = "sha256:2458852fc21762ed8384073e17575f3f7b60cdd22a31a7d1a55083a89ede8dd9"},
 ]
 
 [package.dependencies]
@@ -1011,7 +1023,8 @@ colorama = ">=0.3.9"
 configobj = ">=5.0.6"
 distro = ">=1.3"
 dpath = ">=2.1.0,<3"
-dvc-data = ">=2.22.6,<2.23.0"
+dvc-data = ">=2.24,<2.25"
+dvc-gdrive = {version = "2.20", optional = true, markers = "extra == \"gdrive\""}
 dvc-http = ">=2.29.0"
 dvc-render = ">=1.0.0,<2"
 dvc-studio-client = ">=0.17.1,<1"
@@ -1063,31 +1076,51 @@ webhdfs-kerberos = ["dvc-webhdfs[kerberos] (==2.19)"]
 
 [[package]]
 name = "dvc-data"
-version = "2.22.6"
-description = "dvc data"
+version = "2.24.0"
+description = "DVC's data management subsystem"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-data-2.22.6.tar.gz", hash = "sha256:8be52058a41acd18fe63f7fd431d1b868570292d1204086b9c44343ac053db24"},
-    {file = "dvc_data-2.22.6-py3-none-any.whl", hash = "sha256:171453a0285331441781a82af19189aae10bd0613e448033412f5b2ed0243f69"},
+    {file = "dvc-data-2.24.0.tar.gz", hash = "sha256:521cc4c751fafe115d2576ce69aae14b55d8c5946a09d44bb57908cada9ee3bf"},
+    {file = "dvc_data-2.24.0-py3-none-any.whl", hash = "sha256:dce7492758857c2bc26d823b1d6305d36313e0b2c2f771b31bfdd6c908dbb889"},
 ]
 
 [package.dependencies]
 attrs = ">=21.3.0"
 dictdiffer = ">=0.8.1"
 diskcache = ">=5.2.1"
-dvc-objects = ">=1.4.9,<2"
+dvc-objects = ">=2,<3"
 funcy = ">=1.14"
 pygtrie = ">=2.3.2"
 shortuuid = ">=0.5.0"
 sqltrie = ">=0.9.0,<1"
+tqdm = ">=4.63.1,<5"
 
 [package.extras]
 all = ["dvc-data[cli]"]
 cli = ["rich (>=10.11.0,<14.0.0)", "typer[all] (>=0.6)"]
-dev = ["blake3 (>=0.3.1)", "dvc-data[all]", "dvc-data[tests]"]
-tests = ["mypy (==1.5.1)", "pytest (==7.2.0)", "pytest-benchmark (==4.0.0)", "pytest-cov (==4.0.0)", "pytest-mock (==3.10.0)", "pytest-servers[s3] (==0.1.3)", "pytest-sugar (==0.9.6)"]
+dev = ["blake3 (>=0.3.1)", "dvc-data[all]", "dvc-data[tests]", "mypy (==1.7.1)", "types-tqdm"]
+tests = ["pytest (>=7,<8)", "pytest-benchmark (>=4)", "pytest-cov (>=4.1.0)", "pytest-mock", "pytest-servers[s3] (==0.1.3)", "pytest-sugar"]
+
+[[package]]
+name = "dvc-gdrive"
+version = "2.20.0"
+description = "gdrive plugin for dvc"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "dvc-gdrive-2.20.0.tar.gz", hash = "sha256:3bc75909a6094731d9b154b5b1f98f17f9abc217697497f5c3b9dd11eb3f038f"},
+    {file = "dvc_gdrive-2.20.0-py3-none-any.whl", hash = "sha256:fc0846185d4673a7ca45f975c58f13aa7fb94b564fd83c7c3d2959d4277d9abe"},
+]
+
+[package.dependencies]
+dvc = "*"
+pydrive2 = {version = ">=1.16", extras = ["fsspec"]}
+
+[package.extras]
+tests = ["Pygments (==2.10.0)", "collective.checkdocs (==0.2)", "dvc[testing]", "filelock (==3.3.2)", "flaky (==3.7.0)", "mock (==4.0.3)", "mypy (==0.981)", "pydocstyle (==6.1.1)", "pylint (==2.16.2)", "pylint-plugin-utils (==0.6)", "pylint-pytest (==1.1.2)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "pytest-docker (==0.10.3)", "pytest-lazy-fixture (==0.6.3)", "pytest-mock (==3.6.1)", "pytest-xdist (==2.4.0)", "pywin32 (>=225)", "types-requests (==2.25.11)", "types-tabulate (==0.8.3)", "types-toml (==0.10.1)", "wget (==3.2)", "wheel (==0.37.0)", "xmltodict (==0.12.0)"]
 
 [[package]]
 name = "dvc-http"
@@ -1110,27 +1143,24 @@ tests = ["dvc[testing]", "flaky (==3.7.0)", "mypy (==0.910)", "pylint (==2.15.9)
 
 [[package]]
 name = "dvc-objects"
-version = "1.4.9"
-description = "dvc objects"
+version = "2.0.1"
+description = "dvc objects - filesystem and object-db level abstractions to use in dvc and dvc-data"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dvc-objects-1.4.9.tar.gz", hash = "sha256:40f739a7678bcf35742d6b8fbfaeb3ba01a8b4c9e6f99f2e841b184aea7be74e"},
-    {file = "dvc_objects-1.4.9-py3-none-any.whl", hash = "sha256:d40a746db91b214bfcaf5c6de7202b984b1ecc9b9ae9b1114cfc4bf716b03951"},
+    {file = "dvc-objects-2.0.1.tar.gz", hash = "sha256:444566cb95c452f186f50ac08a9972f32c33d496c82f8a334b58317f243e3d37"},
+    {file = "dvc_objects-2.0.1-py3-none-any.whl", hash = "sha256:fcf104495ee2d7dc9fe53644b16abbe3c221255188a812e505b147d7a6e6b414"},
 ]
 
 [package.dependencies]
 fsspec = ">=2022.10.0"
 funcy = ">=1.14"
-packaging = ">=19"
 shortuuid = ">=0.5.0"
-tqdm = ">=4.63.1,<5"
-typing-extensions = ">=3.7.4"
 
 [package.extras]
-dev = ["dvc-objects[tests]", "types-tqdm"]
-tests = ["mypy (==1.5.1)", "pytest (==7.2.0)", "pytest-benchmark", "pytest-cov (==4.0.0)", "pytest-mock (==3.8.2)", "pytest-servers[s3] (==0.1.3)", "pytest-sugar (==0.9.6)", "reflink"]
+dev = ["dvc-objects[tests]", "mypy (==1.7.1)", "types-tqdm", "typing-extensions (>=3.7.4)"]
+tests = ["pytest (>=7,<8)", "pytest-benchmark", "pytest-cov (>=4.1.0)", "pytest-mock", "pytest-sugar", "reflink", "tqdm (>=4.63.1,<5)"]
 
 [[package]]
 name = "dvc-render"
@@ -1530,6 +1560,106 @@ gitdb = ">=4.0.1,<5"
 [package.extras]
 test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-sugar"]
 
+[[package]]
+name = "google-api-core"
+version = "2.15.0"
+description = "Google API client core library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-api-core-2.15.0.tar.gz", hash = "sha256:abc978a72658f14a2df1e5e12532effe40f94f868f6e23d95133bd6abcca35ca"},
+    {file = "google_api_core-2.15.0-py3-none-any.whl", hash = "sha256:2aa56d2be495551e66bbff7f729b790546f87d5c90e74781aa77233bcb395a8a"},
+]
+
+[package.dependencies]
+google-auth = ">=2.14.1,<3.0.dev0"
+googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+requests = ">=2.18.0,<3.0.0.dev0"
+
+[package.extras]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+
+[[package]]
+name = "google-api-python-client"
+version = "2.111.0"
+description = "Google API Client Library for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-api-python-client-2.111.0.tar.gz", hash = "sha256:3a45a53c031478d1c82c7162dd25c9a965247bca6bd438af0838a9d9b8219405"},
+    {file = "google_api_python_client-2.111.0-py2.py3-none-any.whl", hash = "sha256:b605adee2d09a843b97a59925757802904679e44e5599708cedb8939900dfbc7"},
+]
+
+[package.dependencies]
+google-api-core = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0.dev0"
+google-auth = ">=1.19.0,<3.0.0.dev0"
+google-auth-httplib2 = ">=0.1.0"
+httplib2 = ">=0.15.0,<1.dev0"
+uritemplate = ">=3.0.1,<5"
+
+[[package]]
+name = "google-auth"
+version = "2.25.2"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-auth-2.25.2.tar.gz", hash = "sha256:42f707937feb4f5e5a39e6c4f343a17300a459aaf03141457ba505812841cc40"},
+    {file = "google_auth-2.25.2-py2.py3-none-any.whl", hash = "sha256:473a8dfd0135f75bb79d878436e568f2695dce456764bf3a02b6f8c540b1d256"},
+]
+
+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = ">=3.1.4,<5"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+
+[[package]]
+name = "google-auth-httplib2"
+version = "0.2.0"
+description = "Google Authentication Library: httplib2 transport"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"},
+    {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"},
+]
+
+[package.dependencies]
+google-auth = "*"
+httplib2 = ">=0.19.0"
+
+[[package]]
+name = "googleapis-common-protos"
+version = "1.62.0"
+description = "Common protobufs used in Google APIs"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "googleapis-common-protos-1.62.0.tar.gz", hash = "sha256:83f0ece9f94e5672cced82f592d2a5edf527a96ed1794f0bab36d5735c996277"},
+    {file = "googleapis_common_protos-1.62.0-py2.py3-none-any.whl", hash = "sha256:4750113612205514f9f6aa4cb00d523a94f3e8c06c5ad2fee466387dc4875f07"},
+]
+
+[package.dependencies]
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+
+[package.extras]
+grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+
 [[package]]
 name = "grandalf"
 version = "0.8"
@@ -1574,6 +1704,21 @@ typer = ">=0.4.1"
 [package.extras]
 tests = ["freezegun", "pylint (==3.0.2)", "pylint-plugin-utils", "pytest", "pytest-cov", "pytest-lazy-fixture (==0.6.3)", "pytest-mock", "pytest-test-utils", "types-freezegun"]
 
+[[package]]
+name = "httplib2"
+version = "0.22.0"
+description = "A comprehensive HTTP client library."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "httplib2-0.22.0-py3-none-any.whl", hash = "sha256:14ae0a53c1ba8f3d37e9e27cf37eabb0fb9980f435ba405d546948b009dd64dc"},
+    {file = "httplib2-0.22.0.tar.gz", hash = "sha256:d7a10bc5ef5ab08322488bde8c726eeee5c8618723fdb399597ec58f3d82df81"},
+]
+
+[package.dependencies]
+pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0.2,<3.0.3 || >3.0.3,<4", markers = "python_version > \"3.0\""}
+
 [[package]]
 name = "hydra-core"
 version = "1.3.2"
@@ -2424,6 +2569,25 @@ files = [
     {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"},
 ]
 
+[[package]]
+name = "oauth2client"
+version = "4.1.3"
+description = "OAuth 2.0 client library"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "oauth2client-4.1.3-py2.py3-none-any.whl", hash = "sha256:b8a81cc5d60e2d364f0b1b98f958dbd472887acaf1a5b05e21c28c31a2d6d3ac"},
+    {file = "oauth2client-4.1.3.tar.gz", hash = "sha256:d486741e451287f69568a4d26d70d9acd73a2bbfa275746c535b4209891cccc6"},
+]
+
+[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 = "omegaconf"
 version = "2.3.0"
@@ -2893,6 +3057,33 @@ files = [
 [package.extras]
 tests = ["pytest"]
 
+[[package]]
+name = "pyasn1"
+version = "0.5.1"
+description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
+    {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"},
+    {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
+]
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.3.0"
+description = "A collection of ASN.1-based protocols modules"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
+    {file = "pyasn1_modules-0.3.0-py2.py3-none-any.whl", hash = "sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d"},
+    {file = "pyasn1_modules-0.3.0.tar.gz", hash = "sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c"},
+]
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.6.0"
+
 [[package]]
 name = "pycodestyle"
 version = "2.11.1"
@@ -3070,6 +3261,32 @@ files = [
 [package.dependencies]
 pyparsing = ">=2.1.4"
 
+[[package]]
+name = "pydrive2"
+version = "1.18.0"
+description = "Google Drive API made easy. Maintained fork of PyDrive."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "PyDrive2-1.18.0-py3-none-any.whl", hash = "sha256:e61153c7c6d2d638ce21e96de4aa711b4e63a5f7df1372ae23a91bc093a29938"},
+    {file = "PyDrive2-1.18.0.tar.gz", hash = "sha256:df24e405d2704af517fb92200b4d5353058dc6a9e422d97082b2b916cc8ac0c3"},
+]
+
+[package.dependencies]
+appdirs = {version = ">=1.4.3", optional = true, markers = "extra == \"fsspec\""}
+fsspec = {version = ">=2021.07.0", optional = true, markers = "extra == \"fsspec\""}
+funcy = {version = ">=1.14", optional = true, markers = "extra == \"fsspec\""}
+google-api-python-client = ">=1.12.5"
+oauth2client = ">=4.0.0"
+pyOpenSSL = ">=19.1.0"
+PyYAML = ">=3.0"
+tqdm = {version = ">=4.0.0", optional = true, markers = "extra == \"fsspec\""}
+
+[package.extras]
+fsspec = ["appdirs (>=1.4.3)", "fsspec (>=2021.07.0)", "funcy (>=1.14)", "tqdm (>=4.0.0)"]
+tests = ["black (==23.9.1)", "flake8", "flake8-docstrings", "funcy (>=1.14)", "importlib-resources (<6)", "pyinstaller", "pytest (>=4.6.0)", "pytest-mock", "timeout-decorator"]
+
 [[package]]
 name = "pyflakes"
 version = "3.1.0"
@@ -3150,6 +3367,25 @@ files = [
     {file = "pygtrie-2.5.0.tar.gz", hash = "sha256:203514ad826eb403dab1d2e2ddd034e0d1534bbe4dbe0213bb0593f66beba4e2"},
 ]
 
+[[package]]
+name = "pyopenssl"
+version = "23.3.0"
+description = "Python wrapper module around the OpenSSL library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyOpenSSL-23.3.0-py3-none-any.whl", hash = "sha256:6756834481d9ed5470f4a9393455154bc92fe7a64b7bc6ee2c804e78c52099b2"},
+    {file = "pyOpenSSL-23.3.0.tar.gz", hash = "sha256:6b2cba5cc46e822750ec3e5a81ee12819850b11303630d575e98108a079c2b12"},
+]
+
+[package.dependencies]
+cryptography = ">=41.0.5,<42"
+
+[package.extras]
+docs = ["sphinx (!=5.2.0,!=5.2.0.post0,!=7.2.5)", "sphinx-rtd-theme"]
+test = ["flaky", "pretend", "pytest (>=3.0.1)"]
+
 [[package]]
 name = "pyparsing"
 version = "3.1.1"
@@ -3359,6 +3595,21 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "rsa"
+version = "4.9"
+description = "Pure-Python RSA implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6,<4"
+files = [
+    {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
+    {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
+]
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
 [[package]]
 name = "ruamel-yaml"
 version = "0.18.5"
@@ -3531,21 +3782,21 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 
 [[package]]
 name = "scmrepo"
-version = "1.5.0"
-description = "SCM wrapper and fsspec filesystem for Git for use in DVC"
+version = "1.6.0"
+description = "scmrepo"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "scmrepo-1.5.0-py3-none-any.whl", hash = "sha256:d6c3d3b565b0a44dc3376fedd0873751aef1c2a30e1862afd13b3864fb4a95ba"},
-    {file = "scmrepo-1.5.0.tar.gz", hash = "sha256:d0c55295853be011342c6a58ed373dfeb7f501966d1b346ed2e649ef3d388604"},
+    {file = "scmrepo-1.6.0-py3-none-any.whl", hash = "sha256:389c3ae694309c62268ce193d149a5bd344af28306943fe332a9907b0cb6d0fb"},
+    {file = "scmrepo-1.6.0.tar.gz", hash = "sha256:0092c3f99da7db327602fb1f655b9cca9a936ffabee7ab79eb6be23d627af7a2"},
 ]
 
 [package.dependencies]
 asyncssh = ">=2.13.1,<3"
 dulwich = ">=0.21.6"
 dvc-http = ">=2.29.0"
-dvc-objects = ">=1.0.1,<2"
+dvc-objects = ">=1.0.1,<3"
 fsspec = ">=2021.7.0"
 funcy = ">=1.14"
 gitpython = ">3"
@@ -3555,8 +3806,8 @@ pygtrie = ">=2.3.2"
 shortuuid = ">=0.5.0"
 
 [package.extras]
-dev = ["mock (==5.1.0)", "mypy (==0.971)", "paramiko (==3.3.1)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-asyncio (==0.18.3)", "pytest-cov (==3.0.0)", "pytest-docker (==0.12.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (==0.0.8)", "types-certifi (==2021.10.8.3)", "types-mock (==5.1.0.2)", "types-paramiko (==3.3.0.0)"]
-tests = ["mock (==5.1.0)", "mypy (==0.971)", "paramiko (==3.3.1)", "pylint (==2.15.0)", "pytest (==7.2.0)", "pytest-asyncio (==0.18.3)", "pytest-cov (==3.0.0)", "pytest-docker (==0.12.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (==0.0.8)", "types-certifi (==2021.10.8.3)", "types-mock (==5.1.0.2)", "types-paramiko (==3.3.0.0)"]
+dev = ["scmrepo[tests]"]
+tests = ["mock (==5.1.0)", "mypy (==0.971)", "paramiko (==3.3.1)", "pytest (==7.2.0)", "pytest-asyncio (==0.18.3)", "pytest-cov (==3.0.0)", "pytest-docker (==0.12.0)", "pytest-mock (==3.8.2)", "pytest-sugar (==0.9.5)", "pytest-test-utils (==0.0.8)", "types-certifi (==2021.10.8.3)", "types-mock (==5.1.0.2)", "types-paramiko (==3.3.0.0)"]
 
 [[package]]
 name = "seaborn"
@@ -4128,6 +4379,18 @@ files = [
     {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
 ]
 
+[[package]]
+name = "uritemplate"
+version = "4.1.1"
+description = "Implementation of RFC 6570 URI Templates"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "uritemplate-4.1.1-py2.py3-none-any.whl", hash = "sha256:830c08b8d99bdd312ea4ead05994a38e8936266f84b9a7878232db50b044e02e"},
+    {file = "uritemplate-4.1.1.tar.gz", hash = "sha256:4346edfc5c3b79f694bccd6d6099a322bbeb628dbf2cd86eea55a456ce5124f0"},
+]
+
 [[package]]
 name = "urllib3"
 version = "2.1.0"
@@ -4380,4 +4643,4 @@ test = ["zope.testing"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "ddcbccd96ca859ac0cc36e7f27242a4c624816da2f91a75900f2463a77e12d0c"
+content-hash = "e76bca6785924e9893cfee608aaf0229c409c9d728bbd77002dfcee51f2c2cc4"
diff --git a/pyproject.toml b/pyproject.toml
index 2d76206..e9170b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,7 +20,7 @@ black = {extras = ["jupyter"], version = "^23.11.0"}
 isort = "^5.13.0"
 flake8 = "^6.1.0"
 pre-commit = "^3.6.0"
-dvc = "^3.33.3"
+dvc = {extras = ["gdrive"], version = "^3.33.4"}
 
 [tool.black]
 line-length = 90

From ada46dc4f77bb487595be77403d1ece0cf0f6739 Mon Sep 17 00:00:00 2001
From: Igor Astashov <astashovivl@gmail.com>
Date: Thu, 14 Dec 2023 14:32:10 +0700
Subject: [PATCH 5/7] hard reset branch

---
 .dvc/config          | 8 --------
 data/PokemonData.dvc | 6 ------
 2 files changed, 14 deletions(-)
 delete mode 100644 data/PokemonData.dvc

diff --git a/.dvc/config b/.dvc/config
index a04132f..e69de29 100644
--- a/.dvc/config
+++ b/.dvc/config
@@ -1,8 +0,0 @@
-[core]
-    remote = myremote
-    autostage = true
-['remote "myremote"']
-    url = gdrive://157dnKop_r1YXtt8MBaYInZlvZhyXRbTa
-    gdrive_client_id = 780090968343-bpqkfepakjimo19cbegs1aslcs9tq6hq.apps.googleusercontent.com
-    gdrive_client_secret = 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
-    gdrive_acknowledge_abuse = true
diff --git a/data/PokemonData.dvc b/data/PokemonData.dvc
deleted file mode 100644
index 7e55297..0000000
--- a/data/PokemonData.dvc
+++ /dev/null
@@ -1,6 +0,0 @@
-outs:
-- md5: d9f9d4d70a135d2a5c1e1e9367a83f73.dir
-  size: 454096203
-  nfiles: 6837
-  hash: md5
-  path: PokemonData

From ca2cc74bf5c59fe0bc9e4c446d5909e3c423d6b1 Mon Sep 17 00:00:00 2001
From: Igor Astashov <astashovivl@gmail.com>
Date: Thu, 14 Dec 2023 15:20:45 +0700
Subject: [PATCH 6/7] Add DVC files

---
 .dvc/.gitignore | 3 +++
 .dvc/config     | 5 +++++
 2 files changed, 8 insertions(+)

diff --git a/.dvc/.gitignore b/.dvc/.gitignore
index 528f30c..ed61096 100644
--- a/.dvc/.gitignore
+++ b/.dvc/.gitignore
@@ -1,3 +1,6 @@
 /config.local
 /tmp
 /cache
+
+#key file dvc
+mlops-cnn-408107-16d4fd90b0e2.json
diff --git a/.dvc/config b/.dvc/config
index e69de29..1ed4553 100644
--- a/.dvc/config
+++ b/.dvc/config
@@ -0,0 +1,5 @@
+[core]
+    remote = my_remote
+['remote "my_remote"']
+    url = gdrive://1RXz3Mv7OxVveHtQ7c1ZtGgazDh6bPFJz
+    gdrive_use_service_account = true

From 2c5f524f8aab2ee696137190c90e19df1324ddbc Mon Sep 17 00:00:00 2001
From: Igor Astashov <astashovivl@gmail.com>
Date: Thu, 14 Dec 2023 15:30:24 +0700
Subject: [PATCH 7/7] First data dvc

---
 data/PokemonData.dvc | 6 ++++++
 1 file changed, 6 insertions(+)
 create mode 100644 data/PokemonData.dvc

diff --git a/data/PokemonData.dvc b/data/PokemonData.dvc
new file mode 100644
index 0000000..7e55297
--- /dev/null
+++ b/data/PokemonData.dvc
@@ -0,0 +1,6 @@
+outs:
+- md5: d9f9d4d70a135d2a5c1e1e9367a83f73.dir
+  size: 454096203
+  nfiles: 6837
+  hash: md5
+  path: PokemonData