├── 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: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /ea_fc25_scraper/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /shelf/ 3 | /workspace.xml 4 | # Editor-based HTTP Client requests 5 | /httpRequests/ 6 | -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 6 | -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 6 | 7 | -------------------------------------------------------------------------------- /.idea/material_theme_project_new.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 9 | 10 | -------------------------------------------------------------------------------- /.idea/ea-fc25-scraper.iml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 11 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 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"] -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 12 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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 | -------------------------------------------------------------------------------- /ea_fc25_scraper/index.py: -------------------------------------------------------------------------------- 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)) -------------------------------------------------------------------------------- /tests/test_index.py: -------------------------------------------------------------------------------- 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 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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; 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