--- pretty_name: Plaincode CNL 100k language: - code - en - es - fr - pt - zh - hi tags: - code - python - plaincode - controlled-natural-language - semantic-roundtrip size_categories: - 100K\" is an invalid escape sequence. Did you mean \"\\\\>\"? A raw string is also an option.": 2, "syntax_error:\"\\?\" is an invalid escape sequence. Did you mean \"\\\\?\"? A raw string is also an option.": 23, "syntax_error:\"\\@\" is an invalid escape sequence. Did you mean \"\\\\@\"? A raw string is also an option.": 4, "syntax_error:\"\\A\" is an invalid escape sequence. Did you mean \"\\\\A\"? A raw string is also an option.": 13, "syntax_error:\"\\B\" is an invalid escape sequence. Did you mean \"\\\\B\"? A raw string is also an option.": 2, "syntax_error:\"\\C\" is an invalid escape sequence. Did you mean \"\\\\C\"? A raw string is also an option.": 3, "syntax_error:\"\\D\" is an invalid escape sequence. Did you mean \"\\\\D\"? A raw string is also an option.": 23, "syntax_error:\"\\E\" is an invalid escape sequence. Did you mean \"\\\\E\"? A raw string is also an option.": 5, "syntax_error:\"\\F\" is an invalid escape sequence. Did you mean \"\\\\F\"? A raw string is also an option.": 3, "syntax_error:\"\\G\" is an invalid escape sequence. Did you mean \"\\\\G\"? A raw string is also an option.": 4, "syntax_error:\"\\H\" is an invalid escape sequence. Did you mean \"\\\\H\"? A raw string is also an option.": 3, "syntax_error:\"\\I\" is an invalid escape sequence. Did you mean \"\\\\I\"? A raw string is also an option.": 6, "syntax_error:\"\\L\" is an invalid escape sequence. Did you mean \"\\\\L\"? A raw string is also an option.": 3, "syntax_error:\"\\M\" is an invalid escape sequence. Did you mean \"\\\\M\"? A raw string is also an option.": 6, "syntax_error:\"\\O\" is an invalid escape sequence. Did you mean \"\\\\O\"? A raw string is also an option.": 1, "syntax_error:\"\\P\" is an invalid escape sequence. Did you mean \"\\\\P\"? A raw string is also an option.": 20, "syntax_error:\"\\R\" is an invalid escape sequence. Did you mean \"\\\\R\"? A raw string is also an option.": 1, "syntax_error:\"\\S\" is an invalid escape sequence. Did you mean \"\\\\S\"? A raw string is also an option.": 49, "syntax_error:\"\\T\" is an invalid escape sequence. Did you mean \"\\\\T\"? A raw string is also an option.": 8, "syntax_error:\"\\V\" is an invalid escape sequence. Did you mean \"\\\\V\"? A raw string is also an option.": 3, "syntax_error:\"\\W\" is an invalid escape sequence. Did you mean \"\\\\W\"? A raw string is also an option.": 57, "syntax_error:\"\\Z\" is an invalid escape sequence. Did you mean \"\\\\Z\"? A raw string is also an option.": 3, "syntax_error:\"\\[\" is an invalid escape sequence. Did you mean \"\\\\[\"? A raw string is also an option.": 104, "syntax_error:\"\\]\" is an invalid escape sequence. Did you mean \"\\\\]\"? A raw string is also an option.": 10, "syntax_error:\"\\^\" is an invalid escape sequence. Did you mean \"\\\\^\"? A raw string is also an option.": 3, "syntax_error:\"\\_\" is an invalid escape sequence. Did you mean \"\\\\_\"? A raw string is also an option.": 35, "syntax_error:\"\\`\" is an invalid escape sequence. Did you mean \"\\\\`\"? A raw string is also an option.": 4, "syntax_error:\"\\c\" is an invalid escape sequence. Did you mean \"\\\\c\"? A raw string is also an option.": 27, "syntax_error:\"\\d\" is an invalid escape sequence. Did you mean \"\\\\d\"? A raw string is also an option.": 436, "syntax_error:\"\\e\" is an invalid escape sequence. Did you mean \"\\\\e\"? A raw string is also an option.": 9, "syntax_error:\"\\g\" is an invalid escape sequence. Did you mean \"\\\\g\"? A raw string is also an option.": 18, "syntax_error:\"\\h\" is an invalid escape sequence. Did you mean \"\\\\h\"? A raw string is also an option.": 11, "syntax_error:\"\\i\" is an invalid escape sequence. Did you mean \"\\\\i\"? A raw string is also an option.": 25, "syntax_error:\"\\j\" is an invalid escape sequence. Did you mean \"\\\\j\"? A raw string is also an option.": 1, "syntax_error:\"\\k\" is an invalid escape sequence. Did you mean \"\\\\k\"? A raw string is also an option.": 1, "syntax_error:\"\\l\" is an invalid escape sequence. Did you mean \"\\\\l\"? A raw string is also an option.": 33, "syntax_error:\"\\m\" is an invalid escape sequence. Did you mean \"\\\\m\"? A raw string is also an option.": 43, "syntax_error:\"\\o\" is an invalid escape sequence. Did you mean \"\\\\o\"? A raw string is also an option.": 18, "syntax_error:\"\\p\" is an invalid escape sequence. Did you mean \"\\\\p\"? A raw string is also an option.": 28, "syntax_error:\"\\q\" is an invalid escape sequence. Did you mean \"\\\\q\"? A raw string is also an option.": 1, "syntax_error:\"\\s\" is an invalid escape sequence. Did you mean \"\\\\s\"? A raw string is also an option.": 371, "syntax_error:\"\\u\" is an invalid escape sequence. Did you mean \"\\\\u\"? A raw string is also an option.": 2, "syntax_error:\"\\w\" is an invalid escape sequence. Did you mean \"\\\\w\"? A raw string is also an option.": 180, "syntax_error:\"\\y\" is an invalid escape sequence. Did you mean \"\\\\y\"? A raw string is also an option.": 1, "syntax_error:\"\\z\" is an invalid escape sequence. Did you mean \"\\\\z\"? A raw string is also an option.": 1, "syntax_error:\"\\{\" is an invalid escape sequence. Did you mean \"\\\\{\"? A raw string is also an option.": 31, "syntax_error:\"\\|\" is an invalid escape sequence. Did you mean \"\\\\|\"? A raw string is also an option.": 19, "syntax_error:\"\\}\" is an invalid escape sequence. Did you mean \"\\\\}\"? A raw string is also an option.": 1, "syntax_error:\"is not\" with 'bytes' literal. Did you mean \"!=\"?": 1, "syntax_error:\"is not\" with 'int' literal. Did you mean \"!=\"?": 55, "syntax_error:\"is not\" with 'str' literal. Did you mean \"!=\"?": 54, "syntax_error:\"is not\" with 'tuple' literal. Did you mean \"!=\"?": 2, "syntax_error:\"is\" with 'bytes' literal. Did you mean \"==\"?": 3, "syntax_error:\"is\" with 'int' literal. Did you mean \"==\"?": 150, "syntax_error:\"is\" with 'str' literal. Did you mean \"==\"?": 157, "syntax_error:\"is\" with 'tuple' literal. Did you mean \"==\"?": 2, "syntax_error:'(' was never closed": 329, "syntax_error:':' expected after dictionary key": 1, "syntax_error:'[' was never closed": 9, "syntax_error:'await' outside async function": 1, "syntax_error:'bool' object is not callable; perhaps you missed a comma?": 2, "syntax_error:'break' in a 'finally' block": 3, "syntax_error:'return' in a 'finally' block": 54, "syntax_error:'return' outside function": 7, "syntax_error:'str' object is not callable; perhaps you missed a comma?": 5, "syntax_error:'tuple' object is not callable; perhaps you missed a comma?": 2, "syntax_error:'u' and 'r' prefixes are incompatible": 74, "syntax_error:'yield from' inside async function": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 0-1: malformed \\N character escape": 2, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 0-1: truncated \\UXXXXXXXX escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 0-1: truncated \\uXXXX escape": 2, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 11-22: unknown Unicode character name": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 114-115: truncated \\xXX escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 13-14: malformed \\N character escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 14-15: truncated \\UXXXXXXXX escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 2-3: truncated \\UXXXXXXXX escape": 11, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 23-24: truncated \\UXXXXXXXX escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 280-282: truncated \\xXX escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 294-295: truncated \\uXXXX escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 40-41: truncated \\uXXXX escape": 2, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 41-42: truncated \\uXXXX escape": 1, "syntax_error:(unicode error) 'unicodeescape' codec can't decode bytes in position 62-63: truncated \\UXXXXXXXX escape": 1, "syntax_error:* argument may appear only once": 1, "syntax_error:Expected one or more names after 'import'": 3, "syntax_error:Function parameters cannot be parenthesized": 83, "syntax_error:Generator expression must be parenthesized": 2, "syntax_error:Lambda expression parameters cannot be parenthesized": 60, "syntax_error:Missing parentheses in call to 'exec'. Did you mean exec(...)?": 51, "syntax_error:Missing parentheses in call to 'print'. Did you mean print(...)?": 13128, "syntax_error:assertion is always true, perhaps remove parentheses?": 6, "syntax_error:bytes can only contain ASCII literal characters": 1, "syntax_error:can't use starred expression here": 1, "syntax_error:cannot assign to True": 5, "syntax_error:cannot assign to attribute here. Maybe you meant '==' instead of '='?": 2, "syntax_error:cannot assign to expression here. Maybe you meant '==' instead of '='?": 1, "syntax_error:cannot mix bytes and nonbytes literals": 2, "syntax_error:cannot use except statement with tuple": 2, "syntax_error:closing parenthesis ')' does not match opening parenthesis '['": 1, "syntax_error:closing parenthesis ')' does not match opening parenthesis '[' on line 184": 1, "syntax_error:closing parenthesis ')' does not match opening parenthesis '{' on line 125": 1, "syntax_error:closing parenthesis ')' does not match opening parenthesis '{' on line 201": 1, "syntax_error:closing parenthesis ')' does not match opening parenthesis '{' on line 53": 1, "syntax_error:closing parenthesis ')' does not match opening parenthesis '{' on line 64": 1, "syntax_error:closing parenthesis ']' does not match opening parenthesis '('": 4, "syntax_error:closing parenthesis ']' does not match opening parenthesis '(' on line 10": 1, "syntax_error:closing parenthesis ']' does not match opening parenthesis '(' on line 21": 1, "syntax_error:closing parenthesis ']' does not match opening parenthesis '(' on line 27": 1, "syntax_error:closing parenthesis ']' does not match opening parenthesis '(' on line 42": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '(' on line 126": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '(' on line 13": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '(' on line 202": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '(' on line 22": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '(' on line 255": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '(' on line 52": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '(' on line 85": 1, "syntax_error:closing parenthesis '}' does not match opening parenthesis '['": 1, "syntax_error:did you forget parentheses around the comprehension target?": 1, "syntax_error:expected '('": 11, "syntax_error:expected ':'": 42, "syntax_error:expected 'else' after 'if' expression": 1, "syntax_error:expected 'except' or 'finally' block": 3, "syntax_error:expected an indented block after 'elif' statement on line 13": 1, "syntax_error:expected an indented block after 'else' statement on line 86": 1, "syntax_error:expected an indented block after 'for' statement on line 1": 1, "syntax_error:expected an indented block after 'for' statement on line 135": 1, "syntax_error:expected an indented block after 'for' statement on line 21": 2, "syntax_error:expected an indented block after 'for' statement on line 238": 1, "syntax_error:expected an indented block after 'for' statement on line 27": 1, "syntax_error:expected an indented block after 'for' statement on line 32": 1, "syntax_error:expected an indented block after 'for' statement on line 42": 1, "syntax_error:expected an indented block after 'for' statement on line 45": 1, "syntax_error:expected an indented block after 'for' statement on line 5": 2, "syntax_error:expected an indented block after 'for' statement on line 57": 1, "syntax_error:expected an indented block after 'for' statement on line 88": 1, "syntax_error:expected an indented block after 'for' statement on line 9": 1, "syntax_error:expected an indented block after 'if' statement on line 1": 1, "syntax_error:expected an indented block after 'if' statement on line 10": 1, "syntax_error:expected an indented block after 'if' statement on line 12": 2, "syntax_error:expected an indented block after 'if' statement on line 20": 1, "syntax_error:expected an indented block after 'if' statement on line 209": 1, "syntax_error:expected an indented block after 'if' statement on line 24": 1, "syntax_error:expected an indented block after 'if' statement on line 32": 1, "syntax_error:expected an indented block after 'if' statement on line 33": 1, "syntax_error:expected an indented block after 'if' statement on line 39": 1, "syntax_error:expected an indented block after 'if' statement on line 42": 1, "syntax_error:expected an indented block after 'if' statement on line 49": 1, "syntax_error:expected an indented block after 'if' statement on line 5": 2, "syntax_error:expected an indented block after 'if' statement on line 50": 1, "syntax_error:expected an indented block after 'if' statement on line 78": 1, "syntax_error:expected an indented block after 'try' statement on line 23": 1, "syntax_error:expected an indented block after 'while' statement on line 105": 1, "syntax_error:expected an indented block after 'while' statement on line 25": 1, "syntax_error:expected an indented block after 'with' statement on line 72": 1, "syntax_error:expected an indented block after class definition on line 19": 1, "syntax_error:expected an indented block after class definition on line 3": 2, "syntax_error:expected an indented block after class definition on line 5": 1, "syntax_error:expected an indented block after class definition on line 6": 2, "syntax_error:expected an indented block after class definition on line 7": 3, "syntax_error:expected an indented block after class definition on line 8": 1, "syntax_error:expected an indented block after class definition on line 82": 1, "syntax_error:expected an indented block after function definition on line 1": 1, "syntax_error:expected an indented block after function definition on line 11": 2, "syntax_error:expected an indented block after function definition on line 13": 2, "syntax_error:expected an indented block after function definition on line 154": 1, "syntax_error:expected an indented block after function definition on line 16": 1, "syntax_error:expected an indented block after function definition on line 17": 3, "syntax_error:expected an indented block after function definition on line 2": 1, "syntax_error:expected an indented block after function definition on line 21": 1, "syntax_error:expected an indented block after function definition on line 25": 2, "syntax_error:expected an indented block after function definition on line 251": 1, "syntax_error:expected an indented block after function definition on line 3": 1, "syntax_error:expected an indented block after function definition on line 30": 1, "syntax_error:expected an indented block after function definition on line 32": 1, "syntax_error:expected an indented block after function definition on line 33": 1, "syntax_error:expected an indented block after function definition on line 35": 1, "syntax_error:expected an indented block after function definition on line 38": 1, "syntax_error:expected an indented block after function definition on line 4": 5, "syntax_error:expected an indented block after function definition on line 47": 1, "syntax_error:expected an indented block after function definition on line 5": 2, "syntax_error:expected an indented block after function definition on line 6": 3, "syntax_error:expected an indented block after function definition on line 63": 2, "syntax_error:expected an indented block after function definition on line 68": 1, "syntax_error:expected an indented block after function definition on line 7": 1, "syntax_error:expected an indented block after function definition on line 73": 1, "syntax_error:expected an indented block after function definition on line 74": 1, "syntax_error:expected an indented block after function definition on line 9": 1, "syntax_error:expected argument value expression": 3, "syntax_error:expression cannot contain assignment, perhaps you meant \"==\"?": 1, "syntax_error:expression expected after dictionary key and ':'": 1, "syntax_error:from __future__ imports must occur at the beginning of the file": 5, "syntax_error:future feature relative_imports is not defined": 1, "syntax_error:import * only allowed at module level": 6, "syntax_error:inconsistent use of tabs and spaces in indentation": 572, "syntax_error:invalid character '§' (U+00A7)": 1, "syntax_error:invalid character '©' (U+00A9)": 1, "syntax_error:invalid character '·' (U+00B7)": 2, "syntax_error:invalid character '–' (U+2013)": 1, "syntax_error:invalid character '‘' (U+2018)": 2, "syntax_error:invalid character '’' (U+2019)": 1, "syntax_error:invalid character '…' (U+2026)": 1, "syntax_error:invalid character '→' (U+2192)": 1, "syntax_error:invalid character '，' (U+FF0C)": 1, "syntax_error:invalid character '：' (U+FF1A)": 1, "syntax_error:invalid decimal literal": 125, "syntax_error:invalid hexadecimal literal": 17, "syntax_error:invalid non-printable character U+00A0": 2, "syntax_error:invalid syntax": 1043, "syntax_error:invalid syntax. Is this intended to be part of the string?": 4, "syntax_error:invalid syntax. Maybe you meant '==' or ':=' instead of '='?": 14, "syntax_error:invalid syntax. Perhaps you forgot a comma?": 99, "syntax_error:leading zeros in decimal integer literals are not permitted; use an 0o prefix for octal integers": 139, "syntax_error:list indices must be integers or slices, not tuple; perhaps you missed a comma?": 1, "syntax_error:name 'CONFIG' is assigned to before global declaration": 1, "syntax_error:name 'i' is assigned to before global declaration": 1, "syntax_error:name 'imageSizeX' is used prior to global declaration": 1, "syntax_error:name 'logo_box' is assigned to before global declaration": 1, "syntax_error:name 'time' is used prior to global declaration": 1, "syntax_error:named arguments must follow bare *": 1, "syntax_error:parameter without a default follows parameter with a default": 5, "syntax_error:positional argument follows keyword argument": 3, "syntax_error:trailing comma not allowed without surrounding parentheses": 1, "syntax_error:unexpected EOF while parsing": 9, "syntax_error:unexpected character after line continuation character": 2, "syntax_error:unexpected indent": 60, "syntax_error:unindent does not match any outer indentation level": 24, "syntax_error:unmatched ')'": 104, "syntax_error:unmatched ']'": 2, "syntax_error:unmatched '}'": 3, "syntax_error:unterminated string literal (detected at line 10)": 3, "syntax_error:unterminated string literal (detected at line 104)": 1, "syntax_error:unterminated string literal (detected at line 107); perhaps you escaped the end quote?": 1, "syntax_error:unterminated string literal (detected at line 116)": 1, "syntax_error:unterminated string literal (detected at line 12); perhaps you escaped the end quote?": 1, "syntax_error:unterminated string literal (detected at line 13)": 3, "syntax_error:unterminated string literal (detected at line 13); perhaps you escaped the end quote?": 1, "syntax_error:unterminated string literal (detected at line 14)": 2, "syntax_error:unterminated string literal (detected at line 15)": 2, "syntax_error:unterminated string literal (detected at line 16)": 1, "syntax_error:unterminated string literal (detected at line 178)": 1, "syntax_error:unterminated string literal (detected at line 191)": 1, "syntax_error:unterminated string literal (detected at line 22)": 1, "syntax_error:unterminated string literal (detected at line 226)": 1, "syntax_error:unterminated string literal (detected at line 241)": 1, "syntax_error:unterminated string literal (detected at line 29)": 1, "syntax_error:unterminated string literal (detected at line 3)": 2, "syntax_error:unterminated string literal (detected at line 6)": 1, "syntax_error:unterminated string literal (detected at line 64)": 1, "syntax_error:unterminated string literal (detected at line 7)": 2, "syntax_error:unterminated string literal (detected at line 70)": 1, "syntax_error:unterminated string literal (detected at line 78)": 1, "syntax_error:unterminated string literal (detected at line 79)": 1, "syntax_error:unterminated string literal (detected at line 8)": 1, "syntax_error:unterminated string literal (detected at line 91)": 1, "syntax_error:unterminated string literal (detected at line 92)": 1, "syntax_error:unterminated string literal (detected at line 93)": 1, "syntax_error:unterminated string literal (detected at line 98)": 2, "syntax_error:unterminated triple-quoted f-string literal (detected at line 145)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 103)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 107)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 108)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 119)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 132)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 145)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 15)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 16)": 2, "syntax_error:unterminated triple-quoted string literal (detected at line 170)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 171)": 2, "syntax_error:unterminated triple-quoted string literal (detected at line 185)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 19)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 193)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 215)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 260)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 316)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 383)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 389)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 394)": 3, "syntax_error:unterminated triple-quoted string literal (detected at line 41)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 43)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 430)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 57)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 80)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 81)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 87)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 90)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 92)": 1, "syntax_error:unterminated triple-quoted string literal (detected at line 96)": 1, "too_large": 9890, "too_many_ast_nodes": 39, "too_many_lines": 677, "too_small": 3022 }, "filtered_candidates": 46439, "finished_utc": "2026-05-31T01:47:30+00:00", "hf_repo_id": "CircularBalls/plaincode-cnl-100k", "languages": [ "en", "es", "fr", "pt", "zh", "hi" ], "projection_failures": 82, "resume_accepted_rows": 0, "resume_skipped_accepted_rows": 0, "resume_start_shard": 0, "row_schema": "source-six-cnl-columns-selected-metadata-v2", "run_id": "run_20260530_225930_utc", "seen_candidates": 146521, "shards_completed": 20, "source_label_counts": { "github_code_clean_python_mit_single": 100000 }, "source_specs": [ { "config": "Python-mit", "dataset": "codeparrot/github-code-clean", "enabled": true, "label": "github_code_clean_python_mit_single", "split": "train", "trust_remote_code": false, "weight": 1 } ], "started_utc": "2026-05-30T22:59:32+00:00", "strict_gate_failures": 0, "target_accepted_rows": 100000, "updated_utc": "2026-05-31T01:47:30+00:00" } ``` ## Intended use Training/evaluating semantic projection, code-to-CNL, CNL-to-code, multilingual controlled-language alignment, and exact roundtrip experiments. ## Source/license note Rows retain source metadata where available, including license fields exposed by upstream datasets. The default generator configuration prioritizes permissive-ish Python source configs. Review upstream licenses before redistribution or commercial use.