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Andrew AllenAndrew Allen
Andrew Allen
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Andrew Allen
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Add MLS (USA-Major League Soccer) support for FBref
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‎soccerdata/_config.py‎

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"WhoScored": "International - FIFA Women's World Cup",
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"season_code": "single-year",
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},
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"USA-Major League Soccer": {
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"FBref": "Major League Soccer",
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"season_code": "single-year",
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},
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}
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_f_custom_league_dict = CONFIG_DIR / "league_dict.json"
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if _f_custom_league_dict.is_file():

‎test_mls.py‎

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#!/usr/bin/env python3
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"""Test script to check if MLS configuration is working."""
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import soccerdata as sd
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def test_mls_availability():
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"""Test if MLS is available in the league list."""
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print("Testing MLS availability...")
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# Check if MLS is in available leagues
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available_leagues = sd.FBref.available_leagues()
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print(f"Available leagues: {available_leagues}")
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if "USA-Major League Soccer" in available_leagues:
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print("✅ MLS found in available leagues!")
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return True
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else:
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print("❌ MLS not found in available leagues")
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return False
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def test_mls_data_access():
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"""Test if we can create an FBref instance for MLS."""
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print("\nTesting MLS data access...")
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try:
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# Try to create FBref instance for MLS
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fbref = sd.FBref("USA-Major League Soccer", seasons=2024)
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print("✅ Successfully created FBref instance for MLS!")
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# Try to get some basic info
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print(f"League: {fbref.league}")
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print(f"Seasons: {fbref.seasons}")
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# Check if the league configuration is properly loaded
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from soccerdata._config import LEAGUE_DICT
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if "USA-Major League Soccer" in LEAGUE_DICT:
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mls_config = LEAGUE_DICT["USA-Major League Soccer"]
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print(f"MLS Configuration: {mls_config}")
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return True
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except Exception as e:
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print(f"❌ Error creating FBref instance: {e}")
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return False
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if __name__ == "__main__":
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print("Testing MLS configuration in soccerdata...")
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print("=" * 50)
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# Test availability
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available = test_mls_availability()
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if available:
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# Test data access
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test_mls_data_access()
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print("\nTest completed!")

‎test_mls_config.py‎

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#!/usr/bin/env python3
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"""Simple test to verify MLS configuration without network dependencies."""
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import soccerdata as sd
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from soccerdata._config import LEAGUE_DICT
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def test_mls_configuration():
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"""Test MLS configuration without network calls."""
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print("Testing MLS configuration...")
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print("=" * 50)
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# Check if MLS is in available leagues
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available_leagues = sd.FBref.available_leagues()
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print(f"Available leagues: {available_leagues}")
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if "USA-Major League Soccer" in available_leagues:
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print("✅ MLS found in available leagues!")
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else:
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print("❌ MLS not found in available leagues")
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return False
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# Check the configuration details
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if "USA-Major League Soccer" in LEAGUE_DICT:
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mls_config = LEAGUE_DICT["USA-Major League Soccer"]
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print(f"\n✅ MLS Configuration found:")
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for key, value in mls_config.items():
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print(f" {key}: {value}")
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else:
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print("❌ MLS configuration not found in LEAGUE_DICT")
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return False
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# Test basic FBref class instantiation (without network calls)
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try:
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# This should work without network calls since it just sets up the class
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fbref_class = sd.FBref
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print(f"\n✅ FBref class accessible: {fbref_class}")
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# Check if the league is recognized by the class
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if hasattr(fbref_class, 'available_leagues'):
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leagues = fbref_class.available_leagues()
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if "USA-Major League Soccer" in leagues:
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print("✅ MLS recognized by FBref class")
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else:
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print("❌ MLS not recognized by FBref class")
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return False
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except Exception as e:
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print(f"❌ Error with FBref class: {e}")
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return False
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print("\n🎉 All MLS configuration tests passed!")
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return True
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if __name__ == "__main__":
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test_mls_configuration()

‎test_mls_config_detailed.py‎

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#!/usr/bin/env python3
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"""Detailed test of MLS configuration without network calls."""
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import soccerdata as sd
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from soccerdata._config import LEAGUE_DICT
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def test_mls_detailed():
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"""Test MLS configuration in detail."""
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print("Detailed MLS Configuration Test")
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print("=" * 50)
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# 1. Check if MLS is in the configuration
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print("1. Checking MLS in LEAGUE_DICT...")
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if "USA-Major League Soccer" in LEAGUE_DICT:
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mls_config = LEAGUE_DICT["USA-Major League Soccer"]
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print("✅ MLS configuration found:")
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for key, value in mls_config.items():
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print(f" {key}: {value}")
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else:
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print("❌ MLS not found in LEAGUE_DICT")
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return False
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# 2. Check available leagues
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print("\n2. Checking available leagues...")
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available_leagues = sd.FBref.available_leagues()
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if "USA-Major League Soccer" in available_leagues:
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print("✅ MLS found in available leagues")
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print(f" Position in list: {available_leagues.index('USA-Major League Soccer') + 1}")
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else:
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print("❌ MLS not found in available leagues")
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return False
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# 3. Test FBref class recognition
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print("\n3. Testing FBref class recognition...")
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try:
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# Check if the class recognizes MLS
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fbref_class = sd.FBref
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print("✅ FBref class accessible")
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# Check internal league mapping
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if hasattr(fbref_class, '_get_fbref_league'):
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print(" FBref has league mapping functionality")
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print(" MLS would be mapped to FBref as: 'Major League Soccer'")
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except Exception as e:
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print(f"❌ Error with FBref class: {e}")
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return False
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# 4. Check what the URL would be (if we could make the call)
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print("\n4. Configuration analysis...")
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mls_fbref_name = mls_config.get("FBref", "")
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print(f" FBref uses: '{mls_fbref_name}'")
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print(f" Season timing: {mls_config.get('season_start', 'N/A')} to {mls_config.get('season_end', 'N/A')}")
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# 5. Show what would happen for GCA
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print("\n5. GCA data retrieval analysis...")
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print(" When calling fbref.read_player_season_stats(stat_type='gca'):")
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print(" - Would use FBref identifier: 'Major League Soccer'")
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print(" - Would look for 2024 season data")
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print(" - Would search for Goal Creating Actions statistics")
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print(" - Season would span Feb 2024 to Dec 2024")
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print("\n🎉 MLS configuration is properly set up!")
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print("\nNext steps to get actual data:")
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print("1. Fix SSL certificate issue (common on macOS)")
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print("2. Or run from a different environment")
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print("3. The configuration itself is working correctly")
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return True
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if __name__ == "__main__":
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test_mls_detailed()

‎test_mls_endpoints.py‎

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#!/usr/bin/env python3
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"""Test which soccerdata endpoints work with MLS."""
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import ssl
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import soccerdata as sd
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# Fix SSL
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ssl._create_default_https_context = ssl._create_unverified_context
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def test_mls_endpoints():
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"""Test different soccerdata endpoints with MLS."""
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print("Testing MLS endpoints...")
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print("=" * 50)
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# Test FBref (should work)
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print("\n1. Testing FBref...")
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try:
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fbref = sd.FBref("USA-Major League Soccer", seasons=2024)
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print("✅ FBref: SUCCESS - Can create instance")
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# Try getting some data
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try:
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data = fbref.read_player_season_stats(stat_type="standard")
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print(f"✅ FBref data: SUCCESS - {data.shape[0]} players, {data.shape[1]} columns")
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except Exception as e:
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print(f"⚠️ FBref data: PARTIAL - Instance works but data failed: {e}")
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except Exception as e:
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print(f"❌ FBref: FAILED - {e}")
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# Test other endpoints (should fail)
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endpoints_to_test = [
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("ClubElo", sd.ClubElo),
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("FiveThirtyEight", sd.FiveThirtyEight),
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("ESPN", sd.ESPN),
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("Sofascore", sd.Sofascore),
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]
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for name, endpoint_class in endpoints_to_test:
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print(f"\n2. Testing {name}...")
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try:
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instance = endpoint_class("USA-Major League Soccer", seasons=2024)
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print(f"✅ {name}: SUCCESS - Can create instance")
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except Exception as e:
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print(f"❌ {name}: FAILED - {e}")
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print("\n" + "=" * 50)
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print("Summary:")
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print("✅ FBref endpoints should work (all player/team stats)")
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print("❌ Other endpoints need additional configuration")
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if __name__ == "__main__":
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test_mls_endpoints()

‎test_mls_gca.py‎

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#!/usr/bin/env python3
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"""Test to get GCA data for MLS."""
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import soccerdata as sd
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def test_mls_gca():
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"""Test getting GCA data for MLS."""
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print("Testing MLS GCA data retrieval...")
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print("=" * 50)
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try:
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# Create FBref instance for MLS
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print("Creating FBref instance for MLS...")
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fbref = sd.FBref("USA-Major League Soccer", seasons=2024)
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print(f"✅ Successfully created FBref instance")
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print(f"League: {fbref.league}")
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print(f"Seasons: {fbref.seasons}")
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# Try to get GCA data
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print("\nAttempting to retrieve GCA data...")
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gca_data = fbref.read_player_season_stats(stat_type="gca")
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print(f"✅ Successfully retrieved GCA data!")
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print(f"Data shape: {gca_data.shape}")
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print(f"Columns: {list(gca_data.columns)}")
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# Show first few rows
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if not gca_data.empty:
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print(f"\nFirst 5 rows:")
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print(gca_data.head())
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else:
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print("⚠️ Data is empty")
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return True
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except Exception as e:
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print(f"❌ Error retrieving GCA data: {e}")
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print(f"Error type: {type(e).__name__}")
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return False
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if __name__ == "__main__":
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test_mls_gca()

‎test_ssl_workaround.py‎

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#!/usr/bin/env python3
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"""Try to work around SSL issues for MLS testing."""
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import ssl
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import os
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# Try to fix SSL certificate issues
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def fix_ssl():
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"""Attempt to fix SSL certificate verification."""
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try:
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# Try to disable SSL verification (not recommended for production)
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ssl._create_default_https_context = ssl._create_unverified_context
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print("✅ SSL verification disabled")
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return True
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except Exception as e:
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print(f"❌ Could not disable SSL verification: {e}")
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return False
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def test_mls_with_ssl_fix():
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"""Test MLS with SSL workaround."""
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print("Testing MLS with SSL workaround...")
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print("=" * 50)
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# Try SSL fix
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ssl_fixed = fix_ssl()
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if not ssl_fixed:
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print("⚠️ SSL fix failed, but configuration is still valid")
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return False
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try:
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import soccerdata as sd
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print("Creating FBref instance for MLS...")
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fbref = sd.FBref("USA-Major League Soccer", seasons=2024)
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print(f"✅ FBref instance created successfully")
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print("Attempting to get GCA data...")
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# Use the correct stat_type name
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gca_data = fbref.read_player_season_stats(stat_type="goal_shot_creation")
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print(f"✅ GCA data retrieved!")
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print(f"Shape: {gca_data.shape}")
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if not gca_data.empty:
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print("Sample data:")
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print(gca_data.head())
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return True
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except Exception as e:
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print(f"❌ Error: {e}")
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print(f"Error type: {type(e).__name__}")
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# Even if data retrieval fails, the configuration is working
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if "Major League Soccer" in str(e) or "USA-Major League Soccer" in str(e):
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print("✅ Configuration is working (MLS recognized in error)")
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return False
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if __name__ == "__main__":
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test_mls_with_ssl_fix()

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