├── tests
├── __init__.py
└── test_index.py
├── ea_fc25_scraper
├── __init__.py
└── index.py
├── .idea
├── .gitignore
├── vcs.xml
├── inspectionProfiles
│ ├── profiles_settings.xml
│ └── Project_Default.xml
├── modules.xml
├── misc.xml
├── material_theme_project_new.xml
└── ea-fc25-scraper.iml
├── pyproject.toml
├── README.md
├── .gitignore
└── poetry.lock
/tests/__init__.py:
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1 | # Default ignored files
2 | /shelf/
3 | /workspace.xml
4 | # Editor-based HTTP Client requests
5 | /httpRequests/
6 |
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/pyproject.toml:
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1 | [tool.poetry]
2 | name = "ea-fc25-scraper"
3 | version = "0.1.0"
4 | description = ""
5 | authors = ["Saurav M Hiremath "]
6 | readme = "README.md"
7 |
8 | [tool.poetry.dependencies]
9 | python = "^3.12"
10 | aiohttp = "^3.10.8"
11 | asyncio = "^3.4.3"
12 | aioresponses = "^0.7.6"
13 |
14 |
15 | [tool.poetry.group.dev.dependencies]
16 | pytest = "^8.3.3"
17 | pytest-asyncio = "^0.23.8"
18 | aioresponses = "^0.7.6"
19 |
20 |
21 | [build-system]
22 | requires = ["poetry-core"]
23 | build-backend = "poetry.core.masonry.api"
24 |
25 | [tool.pytest.ini_options]
26 | asyncio_mode = "auto"
27 | testpaths = ["tests"]
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/README.md:
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1 |
2 | # EA FC 25 Player Data Scraper and Database
3 |
4 | This project is a Python-based scraper that fetches player data from EA Sports FC 25 (formerly known as FIFA) and stores it in both JSON and compressed formats (GZIP).
5 |
6 | ## Features
7 |
8 | - Asynchronous data fetching for improved performance
9 | - Caching mechanism to avoid unnecessary API calls
10 | - Compression of output data
11 | - Comprehensive test suite
12 |
13 | ## Installation
14 |
15 | 1. Clone the repository
16 | 2. Install dependencies using Poetry (tested with Python 3.12):
17 | ```bash
18 | poetry install
19 | ```
20 |
21 | ## Usage
22 |
23 | Run the main script:
24 | ```bash
25 | poetry run python -m ea_fc25_scraper.index
26 | ```
27 |
28 | This will fetch the player data and save it in the current directory.
29 |
30 | ## Testing
31 |
32 | Run the tests:
33 | ```bash
34 | poetry run pytest
35 | ```
36 |
37 | ## License
38 | This project is licensed under the MIT License.
39 |
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/ea_fc25_scraper/index.py:
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1 | import asyncio
2 | import aiohttp
3 | import json
4 | import os
5 | import argparse
6 | import gzip
7 | from typing import Dict, List, Any
8 |
9 | BASE_URL = "https://drop-api.ea.com/rating/ea-sports-fc"
10 | CACHE_DIR = "cache"
11 | OUTPUT_FILE = "players_data.json"
12 | COMPRESSED_OUTPUT_FILE = "players_data.json.gz"
13 |
14 | async def fetch_page(session: aiohttp.ClientSession, offset: int) -> Dict[str, Any]:
15 | params = {
16 | "locale": "en",
17 | "limit": 100,
18 | "offset": offset
19 | }
20 | async with session.get(BASE_URL, params=params) as response:
21 | response.raise_for_status()
22 | return await response.json()
23 |
24 | async def fetch_all_pages(skip_cache: bool) -> List[Dict[str, Any]]:
25 | all_data = []
26 | offset = 0
27 |
28 | async with aiohttp.ClientSession() as session:
29 | while True:
30 | cache_file = os.path.join(CACHE_DIR, f"page_{offset}.json")
31 |
32 | if not skip_cache and os.path.exists(cache_file):
33 | with open(cache_file, "r") as f:
34 | page_data = json.load(f)
35 | else:
36 | try:
37 | page_data = await fetch_page(session, offset)
38 | os.makedirs(CACHE_DIR, exist_ok=True)
39 | with open(cache_file, "w") as f:
40 | json.dump(page_data, f)
41 | except aiohttp.ClientError as e:
42 | print(f"Error fetching page at offset {offset}: {e}")
43 | break
44 |
45 | all_data.extend(page_data["items"])
46 |
47 | if len(page_data["items"]) < 100:
48 | break
49 |
50 | offset += 100
51 |
52 | return all_data
53 |
54 | def save_json(data: List[Dict[str, Any]], filename: str):
55 | with open(filename, "w") as f:
56 | json.dump(data, f, indent=2)
57 |
58 | def compress_json(input_file: str, output_file: str):
59 | with open(input_file, "rb") as f_in:
60 | with gzip.open(output_file, "wb") as f_out:
61 | f_out.writelines(f_in)
62 |
63 | def decompress_json(input_file: str, output_file: str):
64 | with gzip.open(input_file, "rb") as f_in:
65 | with open(output_file, "wb") as f_out:
66 | f_out.writelines(f_in)
67 |
68 | async def main(skip_cache: bool):
69 | print("Fetching player data...")
70 | all_data = await fetch_all_pages(skip_cache)
71 |
72 | print(f"Total players fetched: {len(all_data)}")
73 |
74 | print(f"Saving data to {OUTPUT_FILE}...")
75 | save_json(all_data, OUTPUT_FILE)
76 |
77 | print(f"Compressing data to {COMPRESSED_OUTPUT_FILE}...")
78 | compress_json(OUTPUT_FILE, COMPRESSED_OUTPUT_FILE)
79 |
80 | print("Done!")
81 |
82 | if __name__ == "__main__":
83 | parser = argparse.ArgumentParser(description="EA Sports FC Player Data Crawler")
84 | parser.add_argument("--skip-cache", action="store_true", help="Skip using cached data")
85 | args = parser.parse_args()
86 |
87 | asyncio.run(main(skip_cache=args.skip_cache if args.skip_cache else False))
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/tests/test_index.py:
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1 | import types
2 |
3 | import aiohttp
4 | import pytest
5 | import json
6 | import os
7 | import gzip
8 | from aioresponses import aioresponses
9 | from unittest.mock import patch
10 |
11 | from ea_fc25_scraper.index import (
12 | fetch_page, fetch_all_pages, save_json, compress_json, decompress_json, main,
13 | BASE_URL, OUTPUT_FILE, COMPRESSED_OUTPUT_FILE
14 | )
15 |
16 | @pytest.fixture
17 | def mock_json_response():
18 | return {
19 | "items": [
20 | {"id": 1, "name": "Player 1"},
21 | {"id": 2, "name": "Player 2"}
22 | ]
23 | }
24 |
25 | @pytest.mark.asyncio
26 | async def test_fetch_page(mock_json_response):
27 | with aioresponses() as m:
28 | m.get(f"{BASE_URL}?locale=en&limit=100&offset=0", payload=mock_json_response)
29 |
30 | async with aiohttp.ClientSession() as session:
31 | result = await fetch_page(session, 0)
32 |
33 | assert result == mock_json_response
34 |
35 | @pytest.mark.asyncio
36 | async def test_fetch_page_error():
37 | with aioresponses() as m:
38 | m.get(f"{BASE_URL}?locale=en&limit=100&offset=0", status=404)
39 |
40 | with pytest.raises(aiohttp.ClientResponseError):
41 | async with aiohttp.ClientSession() as session:
42 | await fetch_page(session, 0)
43 |
44 | @pytest.mark.asyncio
45 | async def test_fetch_all_pages_no_cache(mock_json_response, tmp_path):
46 | with aioresponses() as m:
47 | m.get(f"{BASE_URL}?locale=en&limit=100&offset=0", payload=mock_json_response)
48 | m.get(f"{BASE_URL}?locale=en&limit=100&offset=100", payload={"items": []})
49 |
50 | with patch("ea_fc25_scraper.index.CACHE_DIR", str(tmp_path)):
51 | results = await fetch_all_pages(skip_cache=True)
52 |
53 | assert results == mock_json_response["items"]
54 |
55 | # Check that the cache file was created
56 | cache_file = os.path.join(str(tmp_path), "page_0.json")
57 | assert os.path.exists(cache_file)
58 |
59 | # Verify cache file contents
60 | with open(cache_file, 'r') as f:
61 | cached_data = json.load(f)
62 | assert cached_data == mock_json_response
63 |
64 | @pytest.mark.asyncio
65 | async def test_fetch_all_pages_with_cache(tmp_path):
66 | cache_data = {
67 | "items": [
68 | {"id": 3, "name": "Cached Player"}
69 | ]
70 | }
71 | cache_file = tmp_path / "page_0.json"
72 | cache_file.write_text(json.dumps(cache_data))
73 |
74 | with patch("ea_fc25_scraper.index.CACHE_DIR", str(tmp_path)):
75 | results = await fetch_all_pages(skip_cache=False)
76 |
77 | assert results == cache_data["items"]
78 |
79 | @pytest.mark.asyncio
80 | async def test_fetch_all_pages_multiple_pages():
81 | responses = [
82 | {"items": [{"id": i} for i in range(100)]},
83 | {"items": [{"id": i} for i in range(100, 150)]},
84 | {"items": []}
85 | ]
86 |
87 | with aioresponses() as m:
88 | for i, resp in enumerate(responses):
89 | m.get(f"{BASE_URL}?locale=en&limit=100&offset={i*100}", payload=resp)
90 |
91 | results = await fetch_all_pages(skip_cache=True)
92 |
93 | assert len(results) == 150
94 |
95 | def test_save_json(tmp_path):
96 | data = [{"id": 1, "name": "Test Player"}]
97 | filename = tmp_path / "test_output.json"
98 |
99 | save_json(data, str(filename))
100 |
101 | assert filename.exists()
102 | with open(filename, "r") as f:
103 | saved_data = json.load(f)
104 | assert saved_data == data
105 |
106 | def test_compress_json(tmp_path):
107 | input_data = [{"id": 1, "name": "Test Player"}]
108 | input_file = tmp_path / "input.json"
109 | output_file = tmp_path / "output.json.gz"
110 |
111 | with open(input_file, "w") as f:
112 | json.dump(input_data, f)
113 |
114 | compress_json(str(input_file), str(output_file))
115 |
116 | assert output_file.exists()
117 | with gzip.open(output_file, "rb") as f:
118 | compressed_data = json.loads(f.read().decode("utf-8"))
119 | assert compressed_data == input_data
120 |
121 | def test_decompress_json(tmp_path):
122 | input_data = [{"id": 1, "name": "Test Player"}]
123 | input_file = tmp_path / "input.json.gz"
124 | output_file = tmp_path / "output.json"
125 |
126 | with gzip.open(input_file, "wb") as f:
127 | f.write(json.dumps(input_data).encode("utf-8"))
128 |
129 | decompress_json(str(input_file), str(output_file))
130 |
131 | assert output_file.exists()
132 | with open(output_file, "r") as f:
133 | decompressed_data = json.load(f)
134 | assert decompressed_data == input_data
135 |
136 | @pytest.mark.asyncio
137 | async def test_main(tmp_path):
138 | mock_data = [{"id": 1, "name": "Test Player"}]
139 |
140 | with patch("ea_fc25_scraper.index.fetch_all_pages", return_value=mock_data), \
141 | patch("ea_fc25_scraper.index.save_json") as mock_save, \
142 | patch("ea_fc25_scraper.index.compress_json") as mock_compress, \
143 | patch("ea_fc25_scraper.index.OUTPUT_FILE", str(tmp_path / OUTPUT_FILE)), \
144 | patch("ea_fc25_scraper.index.COMPRESSED_OUTPUT_FILE", str(tmp_path / COMPRESSED_OUTPUT_FILE)):
145 |
146 | await main(skip_cache=True)
147 |
148 | mock_save.assert_called_once_with(mock_data, str(tmp_path / OUTPUT_FILE))
149 | mock_compress.assert_called_once_with(str(tmp_path / OUTPUT_FILE), str(tmp_path / COMPRESSED_OUTPUT_FILE))
150 |
151 | @pytest.mark.asyncio
152 | async def test_main_with_error(capsys):
153 | with patch("ea_fc25_scraper.index.fetch_all_pages", side_effect=Exception("Test error")):
154 | with pytest.raises(Exception):
155 | await main(skip_cache=True)
156 |
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/.gitignore:
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1 | # Created by https://www.toptal.com/developers/gitignore/api/pycharm,visualstudiocode,python,git
2 | # Edit at https://www.toptal.com/developers/gitignore?templates=pycharm,visualstudiocode,python,git
3 |
4 | ## User specific
5 | cache/
6 | tests/cache/
7 | players_data.json
8 | players_data.json.gz
9 |
10 | ### Git ###
11 | # Created by git for backups. To disable backups in Git:
12 | # $ git config --global mergetool.keepBackup false
13 | *.orig
14 |
15 | # Created by git when using merge tools for conflicts
16 | *.BACKUP.*
17 | *.BASE.*
18 | *.LOCAL.*
19 | *.REMOTE.*
20 | *_BACKUP_*.txt
21 | *_BASE_*.txt
22 | *_LOCAL_*.txt
23 | *_REMOTE_*.txt
24 |
25 | ### PyCharm ###
26 | # Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider
27 | # Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839
28 |
29 | # User-specific stuff
30 | .idea/**/workspace.xml
31 | .idea/**/tasks.xml
32 | .idea/**/usage.statistics.xml
33 | .idea/**/dictionaries
34 | .idea/**/shelf
35 |
36 | # AWS User-specific
37 | .idea/**/aws.xml
38 |
39 | # Generated files
40 | .idea/**/contentModel.xml
41 |
42 | # Sensitive or high-churn files
43 | .idea/**/dataSources/
44 | .idea/**/dataSources.ids
45 | .idea/**/dataSources.local.xml
46 | .idea/**/sqlDataSources.xml
47 | .idea/**/dynamic.xml
48 | .idea/**/uiDesigner.xml
49 | .idea/**/dbnavigator.xml
50 |
51 | # Gradle
52 | .idea/**/gradle.xml
53 | .idea/**/libraries
54 |
55 | # Gradle and Maven with auto-import
56 | # When using Gradle or Maven with auto-import, you should exclude module files,
57 | # since they will be recreated, and may cause churn. Uncomment if using
58 | # auto-import.
59 | # .idea/artifacts
60 | # .idea/compiler.xml
61 | # .idea/jarRepositories.xml
62 | # .idea/modules.xml
63 | # .idea/*.iml
64 | # .idea/modules
65 | # *.iml
66 | # *.ipr
67 |
68 | # CMake
69 | cmake-build-*/
70 |
71 | # Mongo Explorer plugin
72 | .idea/**/mongoSettings.xml
73 |
74 | # File-based project format
75 | *.iws
76 |
77 | # IntelliJ
78 | out/
79 |
80 | # mpeltonen/sbt-idea plugin
81 | .idea_modules/
82 |
83 | # JIRA plugin
84 | atlassian-ide-plugin.xml
85 |
86 | # Cursive Clojure plugin
87 | .idea/replstate.xml
88 |
89 | # SonarLint plugin
90 | .idea/sonarlint/
91 |
92 | # Crashlytics plugin (for Android Studio and IntelliJ)
93 | com_crashlytics_export_strings.xml
94 | crashlytics.properties
95 | crashlytics-build.properties
96 | fabric.properties
97 |
98 | # Editor-based Rest Client
99 | .idea/httpRequests
100 |
101 | # Android studio 3.1+ serialized cache file
102 | .idea/caches/build_file_checksums.ser
103 |
104 | ### PyCharm Patch ###
105 | # Comment Reason: https://github.com/joeblau/gitignore.io/issues/186#issuecomment-215987721
106 |
107 | # *.iml
108 | # modules.xml
109 | # .idea/misc.xml
110 | # *.ipr
111 |
112 | # Sonarlint plugin
113 | # https://plugins.jetbrains.com/plugin/7973-sonarlint
114 | .idea/**/sonarlint/
115 |
116 | # SonarQube Plugin
117 | # https://plugins.jetbrains.com/plugin/7238-sonarqube-community-plugin
118 | .idea/**/sonarIssues.xml
119 |
120 | # Markdown Navigator plugin
121 | # https://plugins.jetbrains.com/plugin/7896-markdown-navigator-enhanced
122 | .idea/**/markdown-navigator.xml
123 | .idea/**/markdown-navigator-enh.xml
124 | .idea/**/markdown-navigator/
125 |
126 | # Cache file creation bug
127 | # See https://youtrack.jetbrains.com/issue/JBR-2257
128 | .idea/$CACHE_FILE$
129 |
130 | # CodeStream plugin
131 | # https://plugins.jetbrains.com/plugin/12206-codestream
132 | .idea/codestream.xml
133 |
134 | # Azure Toolkit for IntelliJ plugin
135 | # https://plugins.jetbrains.com/plugin/8053-azure-toolkit-for-intellij
136 | .idea/**/azureSettings.xml
137 |
138 | ### Python ###
139 | # Byte-compiled / optimized / DLL files
140 | __pycache__/
141 | *.py[cod]
142 | *$py.class
143 |
144 | # C extensions
145 | *.so
146 |
147 | # Distribution / packaging
148 | .Python
149 | build/
150 | develop-eggs/
151 | dist/
152 | downloads/
153 | eggs/
154 | .eggs/
155 | lib/
156 | lib64/
157 | parts/
158 | sdist/
159 | var/
160 | wheels/
161 | share/python-wheels/
162 | *.egg-info/
163 | .installed.cfg
164 | *.egg
165 | MANIFEST
166 |
167 | # PyInstaller
168 | # Usually these files are written by a python script from a template
169 | # before PyInstaller builds the exe, so as to inject date/other infos into it.
170 | *.manifest
171 | *.spec
172 |
173 | # Installer logs
174 | pip-log.txt
175 | pip-delete-this-directory.txt
176 |
177 | # Unit test / coverage reports
178 | htmlcov/
179 | .tox/
180 | .nox/
181 | .coverage
182 | .coverage.*
183 | .cache
184 | nosetests.xml
185 | coverage.xml
186 | *.cover
187 | *.py,cover
188 | .hypothesis/
189 | .pytest_cache/
190 | cover/
191 |
192 | # Translations
193 | *.mo
194 | *.pot
195 |
196 | # Django stuff:
197 | *.log
198 | local_settings.py
199 | db.sqlite3
200 | db.sqlite3-journal
201 |
202 | # Flask stuff:
203 | instance/
204 | .webassets-cache
205 |
206 | # Scrapy stuff:
207 | .scrapy
208 |
209 | # Sphinx documentation
210 | docs/_build/
211 |
212 | # PyBuilder
213 | .pybuilder/
214 | target/
215 |
216 | # Jupyter Notebook
217 | .ipynb_checkpoints
218 |
219 | # IPython
220 | profile_default/
221 | ipython_config.py
222 |
223 | # pyenv
224 | # For a library or package, you might want to ignore these files since the code is
225 | # intended to run in multiple environments; otherwise, check them in:
226 | # .python-version
227 |
228 | # pipenv
229 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
230 | # However, in case of collaboration, if having platform-specific dependencies or dependencies
231 | # having no cross-platform support, pipenv may install dependencies that don't work, or not
232 | # install all needed dependencies.
233 | #Pipfile.lock
234 |
235 | # poetry
236 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
237 | # This is especially recommended for binary packages to ensure reproducibility, and is more
238 | # commonly ignored for libraries.
239 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
240 | #poetry.lock
241 |
242 | # pdm
243 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
244 | #pdm.lock
245 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
246 | # in version control.
247 | # https://pdm.fming.dev/#use-with-ide
248 | .pdm.toml
249 |
250 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
251 | __pypackages__/
252 |
253 | # Celery stuff
254 | celerybeat-schedule
255 | celerybeat.pid
256 |
257 | # SageMath parsed files
258 | *.sage.py
259 |
260 | # Environments
261 | .env
262 | .venv
263 | env/
264 | venv/
265 | ENV/
266 | env.bak/
267 | venv.bak/
268 |
269 | # Spyder project settings
270 | .spyderproject
271 | .spyproject
272 |
273 | # Rope project settings
274 | .ropeproject
275 |
276 | # mkdocs documentation
277 | /site
278 |
279 | # mypy
280 | .mypy_cache/
281 | .dmypy.json
282 | dmypy.json
283 |
284 | # Pyre type checker
285 | .pyre/
286 |
287 | # pytype static type analyzer
288 | .pytype/
289 |
290 | # Cython debug symbols
291 | cython_debug/
292 |
293 | # PyCharm
294 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
295 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
296 | # and can be added to the global gitignore or merged into this file. For a more nuclear
297 | # option (not recommended) you can uncomment the following to ignore the entire idea folder.
298 | #.idea/
299 |
300 | ### Python Patch ###
301 | # Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration
302 | poetry.toml
303 |
304 | # ruff
305 | .ruff_cache/
306 |
307 | # LSP config files
308 | pyrightconfig.json
309 |
310 | ### VisualStudioCode ###
311 | .vscode/*
312 | !.vscode/settings.json
313 | !.vscode/tasks.json
314 | !.vscode/launch.json
315 | !.vscode/extensions.json
316 | !.vscode/*.code-snippets
317 |
318 | # Local History for Visual Studio Code
319 | .history/
320 |
321 | # Built Visual Studio Code Extensions
322 | *.vsix
323 |
324 | ### VisualStudioCode Patch ###
325 | # Ignore all local history of files
326 | .history
327 | .ionide
328 |
329 | # End of https://www.toptal.com/developers/gitignore/api/pycharm,visualstudiocode,python,git
330 |
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/poetry.lock:
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1 | # This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
2 |
3 | [[package]]
4 | name = "aiohappyeyeballs"
5 | version = "2.4.2"
6 | description = "Happy Eyeballs for asyncio"
7 | optional = false
8 | python-versions = ">=3.8"
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410 | version = "24.1"
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433 |
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437 | description = "pytest: simple powerful testing with Python"
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572 |
573 | [package.dependencies]
574 | idna = ">=2.0"
575 | multidict = ">=4.0"
576 |
577 | [metadata]
578 | lock-version = "2.0"
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580 | content-hash = "9dfbf03a101a2a95b62ec205bfc574500b11794a5445d030e098a8c1e9666678"
581 |
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