File size: 4,030 Bytes
7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 7838fc0 efa0658 118a5b0 efa0658 118a5b0 efa0658 118a5b0 efa0658 118a5b0 7838fc0 118a5b0 7838fc0 118a5b0 7838fc0 118a5b0 7838fc0 efa0658 7838fc0 118a5b0 7838fc0 118a5b0 7838fc0 efa0658 118a5b0 7838fc0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 | import re
from schemas import CodeTaskType
GENERATE_PATTERNS = [
r"\bcreate\b",
r"\bgenerate\b",
r"\bbuild\b",
r"\bwrite\b",
r"\bmake\b",
r"\bdevelop\b",
r"\bimplement\b",
r"\bcreate from scratch\b",
r"\bstart a new\b",
]
FIX_PATTERNS = [
r"\bfix\b",
r"\bsolve\b",
r"\bcorrect\b",
r"\brepair\b",
r"\bnot working\b",
r"\bissue\b",
r"\bbug\b",
r"\berror\b",
r"\bexception\b",
r"\bcrash\b",
r"\bfailed\b",
r"\bproblem\b",
r"\bdoesn't work\b",
r"\bdoes not work\b",
r"\bthrowing\b",
r"\btraceback\b",
]
EXPLAIN_PATTERNS = [
r"\bexplain\b",
r"\bwhat does this do\b",
r"\bhow does this work\b",
r"\bdescribe\b",
r"\bmeaning\b",
r"\bunderstand\b",
r"\bwalk me through\b",
r"\bcan you explain\b",
]
REFACTOR_PATTERNS = [
r"\brefactor\b",
r"\bclean\b",
r"\bimprove\b",
r"\boptimize\b",
r"\bbetter\b",
r"\bmake this cleaner\b",
r"\bmake this better\b",
r"\bclean up\b",
]
REVIEW_PATTERNS = [
r"\breview\b",
r"\bcheck this code\b",
r"\baudit\b",
r"\binspect\b",
r"\bcode review\b",
r"\bany issues\b",
r"\bis this okay\b",
r"\bfind problems\b",
]
MODIFICATION_PATTERNS = [
r"\badd\b",
r"\bupdate\b",
r"\bmodify\b",
r"\bchange\b",
r"\brename\b",
r"\bconvert\b",
r"\bextend\b",
r"\binclude\b",
r"\buse\b",
r"\breplace\b",
r"\bremove\b",
r"\bdelete\b",
r"\bdocstring\b",
r"\btype hints?\b",
r"\bvalidation\b",
r"\berror handling\b",
r"\blogging\b",
r"\bcomments\b",
r"\bexception handling\b",
r"\bmake it\b",
r"\bturn this into\b",
r"\badd support for\b",
]
DIRECT_EXPLAIN_ONLY_PATTERNS = [
r"\bexplain\b",
r"\bwhat does this do\b",
r"\bhow does this work\b",
r"\bdescribe this code\b",
r"\bhelp me understand\b",
r"\bwalk me through\b",
]
def normalize_text(text: str) -> str:
text = text or ""
text = text.strip().lower()
text = re.sub(r"\s+", " ", text)
return text
def contains_pattern(text: str, patterns: list[str]) -> bool:
return any(re.search(pattern, text) for pattern in patterns)
def is_modification_request(text: str) -> bool:
return contains_pattern(text, MODIFICATION_PATTERNS)
def is_direct_explanation_request(text: str) -> bool:
return contains_pattern(text, DIRECT_EXPLAIN_ONLY_PATTERNS)
def detect_task_type(
message: str,
code: str | None = None,
error_message: str | None = None,
mode_hint: CodeTaskType | None = None,
) -> CodeTaskType:
if mode_hint and mode_hint != CodeTaskType.UNKNOWN:
return mode_hint
normalized_message = normalize_text(message)
has_code = bool(code and code.strip())
has_error = bool(error_message and error_message.strip())
if has_error:
return CodeTaskType.FIX
if contains_pattern(normalized_message, FIX_PATTERNS):
return CodeTaskType.FIX
if contains_pattern(normalized_message, REVIEW_PATTERNS):
return CodeTaskType.REVIEW
if contains_pattern(normalized_message, REFACTOR_PATTERNS):
return CodeTaskType.REFACTOR
if is_direct_explanation_request(normalized_message) and not is_modification_request(normalized_message):
return CodeTaskType.EXPLAIN
if has_code and is_modification_request(normalized_message):
return CodeTaskType.REFACTOR
if contains_pattern(normalized_message, GENERATE_PATTERNS) and not has_code:
return CodeTaskType.GENERATE
if contains_pattern(normalized_message, EXPLAIN_PATTERNS) and not is_modification_request(normalized_message):
return CodeTaskType.EXPLAIN
if has_code and not has_error:
if is_modification_request(normalized_message):
return CodeTaskType.REFACTOR
return CodeTaskType.EXPLAIN
if is_modification_request(normalized_message) and not has_code:
return CodeTaskType.GENERATE
return CodeTaskType.UNKNOWN |