diff --git a/backend/apps/common/search/__init__.py b/backend/apps/common/search/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/backend/apps/common/search/query_parser.py b/backend/apps/common/search/query_parser.py new file mode 100644 index 0000000000..4ff8817c00 --- /dev/null +++ b/backend/apps/common/search/query_parser.py @@ -0,0 +1,577 @@ +"""Query parser module for parsing search queries into structured conditions.""" + +from dataclasses import asdict, dataclass +from enum import Enum + +from pyparsing import ( + Group, + ParseException, + QuotedString, + Regex, + Word, + ZeroOrMore, + alphanums, + oneOf, +) +from pyparsing import ( + Optional as PyparsingOptional, +) + + +class FieldType(str, Enum): + """Supported field types for query parsing.""" + + BOOLEAN = "boolean" + DATE = "date" + NUMBER = "number" + STRING = "string" + + +def has_enum_value(enum_class, value): + """Check if a value exists in the given enum class.""" + try: + enum_class(value) + except ValueError: + return False + + return True + + +@dataclass +class QueryCondition: + """Dataclass representing a parsed query condition.""" + + field: str + type: str + value: bool | int | str + + op: str | None = None + + def to_dict(self) -> dict: + """Convert the QueryCondition to a dictionary representation.""" + data = asdict(self) + if data.get("op") is None: + data.pop("op") + + return data + + +class QueryParserError(Exception): + """Exception for query parsing errors with context.""" + + def __init__( + self, + message: str, + error_type: str = "PARSE_ERROR", + field: str = "", + query: str = "", + ): + """Initialize QueryParserError. + + Args: + message: Human-readable error message by the parser + error_type: Category of error (PARSE_ERROR, FIELD_ERROR, VALUE_ERROR, etc.) + field: Field name related to the error (if applicable) + query: The original query string that caused the error (if applicable) + + """ + super().__init__(message) + self.message = message + + self.error_type = error_type + self.field = field + self.query = query + + def __str__(self) -> str: + """Return formatted error message with context.""" + parts = [f"[{self.error_type}] {self.message}"] + + if self.query: + parts.append(f"Query: '{self.query}'") + + if self.field: + parts.append(f"Field: '{self.field}'") + + return "\n".join(parts) + + def to_dict(self) -> dict: + """Return error information as dictionary for API responses.""" + return { + "error_type": self.error_type, + "error": True, + "field": self.field or "", + "message": self.message, + "query": self.query or "", + } + + +class QueryParser: + """QueryParser class for parsing search queries into structured conditions. + + Features: + - Equality checks (field:value) + - Numeric and date comparisons (>, <, >=, <=, =) + - Quoted strings for multi-word values + - Boolean field support + - Date field parsing with comparisons + - Case sensitivity: normalize field names only, preserve original value casing when + case sensitive is True + - Only supports implicit AND logic between conditions + """ + + # Grammar definitions (class-level constants). + FIELD_NAME = Regex(r"[a-z0-9_]+") + QUOTED_VALUE = QuotedString(quoteChar='"', escChar="\\", unquoteResults=False) + UNQUOTED_VALUE = Word(alphanums + '+-.<>=/_"') + FIELD_VALUE = QUOTED_VALUE | UNQUOTED_VALUE + COMPARISON_OPERATOR = PyparsingOptional(oneOf(">= <= > < ="), default="=") + COMPARISON_PATTERN = Group(COMPARISON_OPERATOR + UNQUOTED_VALUE) + DATE_PATTERN = Regex(r"\d{4}-\d{2}-\d{2}") | Regex(r"\d{8}") # YYYY-MM-DD or YYYYMMDD format. + BOOLEAN_TRUE_VALUES = {"true", "1", "yes", "on"} + BOOLEAN_FALSE_VALUES = {"false", "0", "no", "off"} + + def __init__( + self, + field_schema: dict[str, str], + *, + case_sensitive: bool = False, + default_field: str = "query", + strict: bool = False, + ): + """Initialize the query parser. + + Args: + field_schema: Dictionary mapping field names to their types + (e.g., {"stars": "number", "language": "string"}). + Field names must be lowercase. + default_field: Default field name for free text search + case_sensitive: Controls value-case behavior for downstream search, + field names are always normalized to lowercase. + strict: If True, raises exception for unknown fields; if False, issues warnings + + """ + self.case_sensitive = case_sensitive + self.default_field = default_field + self.field_schema = self._validate_field_schema(field_schema, default_field) + self.strict = strict + + def parse(self, query: str) -> list[dict]: + """Parse query string into structured conditions. + + Args: + query: Query string to parse + + Returns: + List of dictionaries representing parsed conditions + + Raises: + QueryParserError: If parsing fails + + """ + conditions: list[dict] = [] + query = query.strip() + if not self.case_sensitive: + query = query.lower() + + tokens = self._split_tokens(query) + try: + for token in tokens: + if QueryParser._is_empty_string(token): + continue + + field, raw_value = self._parse_token(token) + if field is None: + conditions.append(self._create_text_search_condition(raw_value)) + continue + + if field not in self.field_schema: + self._handle_unknown_field(field) + continue + + field_type = self.field_schema[field] + condition = self.to_dict(field, field_type, raw_value) + if condition: + conditions.append(condition) + except QueryParserError as e: + e.query = query + raise + + return conditions + + def to_dict(self, field: str, field_type: FieldType, raw_value: str) -> dict | None: + """Create a structured condition dictionary from field and raw value. + + Args: + field: Field name + field_type: FieldType of the condition + raw_value: Raw string value to parse + + Returns: + Dictionary representation of the condition or None if invalid + + Raises: + QueryParserError: If parsing fails and strict mode is enabled + + """ + op_field = None + value_field: str | int | bool = "" + + try: + match field_type: + case FieldType.BOOLEAN: + value_field = self._parse_boolean_value(raw_value) + case FieldType.NUMBER: + operator, numeric_value = self._parse_number_value(raw_value) + op_field = operator + value_field = numeric_value + case FieldType.DATE: + operator, date_value = self._parse_date_value(raw_value) + op_field = operator + value_field = date_value + case FieldType.STRING: + value_field = self._parse_string_value(raw_value) + except QueryParserError as e: + if self.strict: + e.field = field + raise + return None + + return QueryCondition( + field=field, + op=op_field, + type=field_type.value, + value=value_field, + ).to_dict() + + def _create_text_search_condition(self, token: str) -> dict: + """Create a text search condition for tokens that aren't field:value pairs. + + Args: + token: Raw token string + + Returns: + QueryCondition dictionary for text search + + """ + return QueryCondition( + field=self.default_field, + type=FieldType.STRING.value, + value=QueryParser._remove_quotes(token), + ).to_dict() + + def _handle_unknown_field(self, field: str) -> None: + """Handle unknown field based on strict mode setting. + + Args: + field: Unknown field name + + Raises: + QueryParserError: If in strict mode + + """ + if self.strict: + raise QueryParserError( + message="Unknown field", + error_type="UNKNOWN_FIELD_ERROR", + field=field, + ) + + @staticmethod + def _is_field_name(field_name: str) -> bool: + """Check if a field name is valid.""" + try: + QueryParser.FIELD_NAME.parseString(field_name, parseAll=True) + except ParseException: + return False + + return True + + @staticmethod + def _is_empty_string(token: str) -> bool: + """Check if a token is empty or contains only whitespace/quotes.""" + return not token.strip().strip('"').strip() + + @staticmethod + def _raise_invalid_field_name(field: str) -> None: + """Raise an error for invalid field names.""" + msg = "Field name must be lowercase alphanumeric (letters, numbers, underscores only)" + raise QueryParserError(message=msg, error_type="FIELD_NAME_ERROR", field=field) + + @staticmethod + def _raise_invalid_field_type(field: str, field_type: str) -> None: + """Raise an error for invalid field types.""" + msg = f"Invalid field type: '{field_type}'" + raise QueryParserError(message=msg, error_type="FIELD_TYPE_ERROR", field=field) + + @staticmethod + def _validate_field_schema( + field_schema: dict[str, str], default_field: str + ) -> dict[str, FieldType]: + """Validate field schema and convert string field types to FieldType enums. + + Args: + field_schema: Raw field type mapping with string values + default_field: Default field name for free text search + + Returns: + Validated field type mapping with string types converted to FieldType enum values + + Raises: + QueryParserError: If field names are invalid or field types are not supported + + """ + if not QueryParser._is_field_name(default_field): + QueryParser._raise_invalid_field_name(default_field) + + validated_fields = {} + for field, field_type in field_schema.items(): + if not has_enum_value(FieldType, field_type): + QueryParser._raise_invalid_field_type(field, field_type) + if not QueryParser._is_field_name(field): + QueryParser._raise_invalid_field_name(field) + validated_fields[field] = FieldType(field_type) + + # Ensure default_field is a string. + if ( + default_field in validated_fields + and validated_fields[default_field] is not FieldType.STRING + ): + raise QueryParserError( + error_type="CONFIGURATION_ERROR", + field=default_field, + message="default_field must be of type 'string'", + ) + validated_fields[default_field] = FieldType.STRING + + return validated_fields + + @staticmethod + def _split_tokens(query: str) -> list[str]: + """Split query string into individual tokens, respecting quoted strings. + + Args: + query: Raw query string + + Returns: + List of individual tokens + + Raises: + QueryParserError: If tokenization fails + + """ + regex_components = { + # Support escaped quotes within quotes. + "key_value": r'\S+:"([^"\\]|\\.)*"', + "quoted_string": r'"([^"\\]|\\.)*"', + "unquoted_word": r"\S+", + } + + parser = ZeroOrMore( + Regex( + "|".join( + [ + regex_components["key_value"], + regex_components["quoted_string"], + regex_components["unquoted_word"], + ] + ) + ) + ) + try: + result = parser.parseString(query, parseAll=True) + except ParseException as e: + raise QueryParserError( + message=f"Failed to tokenize query: {e!s}", + error_type="TOKENIZATION_ERROR", + query=query, + ) from e + + return result.asList() + + @staticmethod + def _parse_token(token: str) -> tuple[str | None, str]: + """Parse a single token into field name and value. + + Args: + token: Individual token string (e.g., "field:value"). + + Returns: + Tuple of (field_name, raw_value) or returns (None, token) + if token is not a field:value pattern. + + """ + token = token.strip() + if token[0] == '"': + return None, token + if token.count(":") == 0: + return None, token + + field, value = token.split(":", 1) + field = field.strip().lower() + value = value.strip() + + return ( + (None, token) + if QueryParser._is_empty_string(field) or QueryParser._is_empty_string(value) + else (field, value) + ) + + @staticmethod + def _remove_quotes(value: str) -> str: + """Remove surrounding quotes from a string. + + Args: + value: Input string + + Returns: + String without surrounding quotes + + """ + return value.strip().strip('"') + + @staticmethod + def _normalize_date(value: str) -> str: + """Normalize the date string to YYYY-MM-DD format. + + Args: + value: Raw date string + + Returns: + Normalized date string + + """ + return value if "-" in value else f"{value[:4]}-{value[4:6]}-{value[6:]}" + + @staticmethod + def _parse_comparison_pattern(value: str) -> tuple[str, str]: + """Parse comparison operator and value from a string. + + Args: + value: Value string potentially containing comparison operator + + Returns: + Tuple of (operator, clean_value), "=" is the default operator when none is specified + + Raises: + QueryParserError: If the comparison pattern is invalid + + """ + try: + match = QueryParser.COMPARISON_PATTERN.parseString( + QueryParser._remove_quotes(value), parseAll=True + ) + except ParseException as e: + raise QueryParserError( + message=f"Invalid comparison pattern in value: {e!s}", + error_type="COMPARISON_ERROR", + ) from e + + return match[0][0], match[0][1] + + @staticmethod + def _parse_string_value(value: str) -> str: + """Process string values by validating their format. + + Args: + value: Raw string value + + Returns: + Cleaned and validated string value + + Raises: + QueryParserError: If string parsing fails + + """ + try: + return QueryParser.FIELD_VALUE.parseString(value, parseAll=True)[0] + except ParseException as e: + raise QueryParserError( + message=f"Invalid string value: {e!s}", error_type="STRING_VALUE_ERROR" + ) from e + + @staticmethod + def _parse_boolean_value(value: str) -> bool: + """Parse boolean string to actual boolean. + + Args: + value: Boolean string to parse + + Returns: + Actual boolean value (True/False) + + Raises: + QueryParserError: If value is not a valid boolean + + """ + value = QueryParser._remove_quotes(value).lower() + + if value in QueryParser.BOOLEAN_TRUE_VALUES: + return True + if value in QueryParser.BOOLEAN_FALSE_VALUES: + return False + + raise QueryParserError( + message=f"Invalid boolean value: {value}", error_type="BOOLEAN_VALUE_ERROR" + ) + + @staticmethod + def _parse_number_value(value: str) -> tuple[str, int]: + """Parse numeric value with optional comparison operator. + + Args: + value: String value to parse + + Returns: + Tuple of (operator, numeric_value) where numeric_value is integer, + clamped to [0, 2^32] range and "=" is the default operator. + + Raises: + QueryParserError: If value is not a valid number or int overflow occurs + + """ + try: + operator, clean_value = QueryParser._parse_comparison_pattern( + QueryParser._remove_quotes(value) + ) + + numeric_value = int(float(clean_value)) + if numeric_value > 2**32 or numeric_value < 0: + operator = ">" if numeric_value < 0 else operator + numeric_value = max(0, min(numeric_value, 2**32)) + except ValueError as e: + raise QueryParserError( + message=f"Invalid numeric value: {e!s}", error_type="NUMBER_VALUE_ERROR" + ) from e + except OverflowError as e: + raise QueryParserError( + message=f"Numeric value overflow: {e!s}", error_type="NUMBER_VALUE_ERROR" + ) from e + + return operator, numeric_value + + @staticmethod + def _parse_date_value(value: str) -> tuple[str, str]: + """Parse date value with optional comparison operator. + + Args: + value: String value to parse + + Returns: + Tuple of (operator, date_string) where date_string + format is "YYYY-MM-DD" and "=" is the default operator. + + Raises: + QueryParserError: If value is not a valid date format + + """ + try: + operator, clean_value = QueryParser._parse_comparison_pattern( + QueryParser._remove_quotes(value) + ) + result = QueryParser.DATE_PATTERN.parseString(clean_value, parseAll=True) + except ParseException as e: + raise QueryParserError( + message=f"Invalid date value: {e!s}", error_type="DATE_VALUE_ERROR" + ) from e + + return operator, QueryParser._normalize_date(result[0]) diff --git a/backend/poetry.lock b/backend/poetry.lock index 670113dac9..957b9dc996 100644 --- a/backend/poetry.lock +++ b/backend/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand. 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"sha256:788bfcef6787a7764169cfe9859fe425bf44559619e1d9f56f5bddf2ebf6f417"}, ] @@ -4348,4 +4290,4 @@ cffi = ["cffi (>=1.17) ; python_version >= \"3.13\" and platform_python_implemen [metadata] lock-version = "2.1" python-versions = "^3.13" -content-hash = "aae3f9398a6e48050f1426f6886864eb463b7c8a3f49fa999a0a6988c654708d" +content-hash = "7a6542ced1e65022cb22ec64b6e464ce83535b5b7986dea9586b1c09047596e1" diff --git a/backend/pyproject.toml b/backend/pyproject.toml index 3a8644331d..4e5bd31bdd 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -47,6 +47,7 @@ slack-sdk = "^3.35.0" strawberry-graphql = { extras = [ "django" ], version = "^0.282.0" } strawberry-graphql-django = "^0.65.1" thefuzz = "^0.22.1" +pyparsing = "^3.2.3" [tool.poetry.group.dev.dependencies] djlint = "^1.36.4" diff --git a/backend/tests/apps/common/search/__init__.py b/backend/tests/apps/common/search/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/backend/tests/apps/common/search/query_parser_test.py b/backend/tests/apps/common/search/query_parser_test.py new file mode 100644 index 0000000000..168ad8304f --- /dev/null +++ b/backend/tests/apps/common/search/query_parser_test.py @@ -0,0 +1,210 @@ +import pytest + +from apps.common.search.query_parser import QueryParser, QueryParserError + + +class TestQueryParser: + unknown_field_queries = ['not_field:"operation"', "not_field:operation"] + + def setup_method(self): + self.field_schema = { + "archived": "boolean", + "author": "string", + "created": "date", + "issues": "number", + "language": "string", + "project": "string", + "stars": "number", + } + + self.parser = QueryParser(field_schema=self.field_schema) + self.case_sensitive_parser = QueryParser( + field_schema=self.field_schema, default_field="test", case_sensitive=True + ) + self.strict_parser = QueryParser(field_schema=self.field_schema, strict=True) + self.case_sensitive_strict_parser = QueryParser( + field_schema=self.field_schema, strict=True, case_sensitive=True + ) + self.boolean_values = {"true", "1", "yes", "on", "false", "0", "no", "off"} + self.true_boolean_values = {"true", "1", "yes", "on"} + self.comparison_operators = ["<", "<=", ">", ">=", "="] + + def test_invalid_parser_field_validation(self): + with pytest.raises(QueryParserError) as e: + QueryParser(field_schema={"field": "invalid_type"}) + assert e.value.error_type == "FIELD_TYPE_ERROR" + + with pytest.raises(QueryParserError) as e: + QueryParser(field_schema={"field-with-dash": "string"}) + assert e.value.error_type == "FIELD_NAME_ERROR" + + @pytest.mark.parametrize( + ("parser_type", "expected_string"), + [ + ("case_sensitive_parser", '"John Doe"'), + ("case_sensitive_strict_parser", '"John Doe"'), + ("parser", '"john doe"'), + ("strict_parser", '"john doe"'), + ], + ) + def test_basic_field_parsing_all_types(self, parser_type, expected_string): + parser = getattr(self, parser_type) + + assert parser.parse('Author:"John Doe"') == [ + { + "field": "author", + "type": "string", + "value": expected_string, + } + ] + + def test_parser_configuration_differences(self): + query = "AUTHOR:test" + assert self.case_sensitive_parser.parse(query) == [ + { + "field": "author", + "type": "string", + "value": "test", + } + ] + + def test_comparison_operators(self): + for op in self.comparison_operators: + assert self.parser.parse(f"stars:{op}100") == [ + { + "field": "stars", + "op": op, + "type": "number", + "value": 100, + }, + ] + + def test_boolean_variations(self): + for boolean_value in self.boolean_values: + assert self.parser.parse(f"archived:{boolean_value}") == [ + { + "field": "archived", + "type": "boolean", + "value": boolean_value in self.true_boolean_values, + } + ] + + @pytest.mark.parametrize( + ("query", "expected"), + [ + ( + 'author:"John Doe" stars:>100 archived:false some "free text"', + [ + {"type": "string", "field": "author", "value": '"john doe"'}, + {"type": "number", "field": "stars", "op": ">", "value": 100}, + {"type": "boolean", "field": "archived", "value": False}, + {"type": "string", "field": "query", "value": "some"}, + {"type": "string", "field": "query", "value": "free text"}, + ], + ), + ( + 'project:"my-awesome-project" language:"C++"', + [ + {"type": "string", "field": "project", "value": '"my-awesome-project"'}, + {"type": "string", "field": "language", "value": '"c++"'}, + ], + ), + ], + ) + def test_complex_queries_and_mixed_content(self, query, expected): + assert self.parser.parse(query) == expected + + @pytest.mark.parametrize("query", unknown_field_queries) + def test_unknown_field_non_strict_drops_token(self, query): + assert not self.parser.parse(query) + + @pytest.mark.parametrize("query", unknown_field_queries) + def test_unknown_field_strict_raises(self, query): + with pytest.raises(QueryParserError) as e: + self.strict_parser.parse(query) + + assert e.value.error_type == "UNKNOWN_FIELD_ERROR" + + def test_date_format_validation(self): + valid_dates = ["2023-12-31", '"2023-12-31"', '"2023-12-31', "20231231"] + for date_str in valid_dates: + assert self.parser.parse(f"created:{date_str}") == [ + { + "field": "created", + "op": "=", + "type": "date", + "value": "2023-12-31", + } + ] + + invalid_dates = ["invalid-date", "2023-163-01", "2023-01-362"] + for inv_date_str in invalid_dates: + with pytest.raises(QueryParserError) as e: + self.strict_parser.parse(f"created:{inv_date_str}") + + assert e.value.error_type == "DATE_VALUE_ERROR" + + for inv_date_str in invalid_dates: + assert not self.parser.parse(f"created:{inv_date_str}") + + def test_invalid_default_field_name(self): + with pytest.raises(QueryParserError) as e: + QueryParser(field_schema={"test": "string"}, default_field="Default") + + assert e.value.error_type == "FIELD_NAME_ERROR" + + def test_custom_default_field(self): + parser_with_default = QueryParser(field_schema={"test": "string"}, default_field="default") + result = parser_with_default.parse("query:test free_text") + + assert result == [ + { + "field": "default", + "type": "string", + "value": "free_text", + }, + ] + + @pytest.mark.parametrize( + ("query"), + ["author:", ":123", '"field: true"', "2341"], + ) + def test_boundary_conditions(self, query): + result = self.parser.parse(query) + assert result == [ + { + "field": "query", + "type": "string", + "value": query.strip('"'), + } + ] + + def test_long_field_names_and_values(self): + long_field_parser = QueryParser(field_schema={"verylongfieldname": "string"}) + long_value = "a" * 1000 + + assert long_field_parser.parse(f'verylongfieldname:"{long_value}"') == [ + { + "field": "verylongfieldname", + "type": "string", + "value": f'"{long_value}"', + } + ] + + @pytest.mark.parametrize("val", ["0", "-1", "999999", "3.14159"]) + def test_numeric_values(self, val): + assert self.parser.parse(f"stars:{val}") == [ + { + "field": "stars", + "op": ">" if float(val) < 0 else "=", + "type": "number", + "value": max(0, int(float(val))), + } + ] + + def test_overflow_numerical_value(self): + overflow_number = "1e3000" + with pytest.raises(QueryParserError) as e: + self.strict_parser.parse(f"stars:{overflow_number}") + + assert e.value.error_type == "NUMBER_VALUE_ERROR"