|
| 1 | +from typing import Optional, Union |
| 2 | + |
| 3 | +from app.translator.const import DEFAULT_VALUE_TYPE |
| 4 | +from app.translator.core.const import QUERY_TOKEN_TYPE |
| 5 | +from app.translator.core.custom_types.tokens import GroupType, LogicalOperatorType, OperatorType |
| 6 | +from app.translator.core.custom_types.values import ValueType |
| 7 | +from app.translator.core.mapping import LogSourceSignature, SourceMapping |
| 8 | +from app.translator.core.models.platform_details import PlatformDetails |
| 9 | +from app.translator.core.models.query_container import TokenizedQueryContainer |
| 10 | +from app.translator.core.models.query_tokens.field_value import FieldValue |
| 11 | +from app.translator.core.models.query_tokens.identifier import Identifier |
| 12 | +from app.translator.core.render import BaseFieldValueRender, PlatformQueryRender |
| 13 | +from app.translator.core.str_value_manager import StrValueManager |
| 14 | +from app.translator.managers import render_manager |
| 15 | +from app.translator.platforms.base.lucene.mapping import LuceneMappings |
| 16 | +from app.translator.platforms.elasticsearch.const import elastic_eql_query_details |
| 17 | +from app.translator.platforms.elasticsearch.mapping import elastic_eql_query_mappings |
| 18 | +from app.translator.platforms.elasticsearch.str_value_manager import eql_str_value_manager |
| 19 | + |
| 20 | + |
| 21 | +class ElasticSearchEQLFieldValue(BaseFieldValueRender): |
| 22 | + details: PlatformDetails = elastic_eql_query_details |
| 23 | + str_value_manager: StrValueManager = eql_str_value_manager |
| 24 | + list_token = ", " |
| 25 | + |
| 26 | + @staticmethod |
| 27 | + def _wrap_str_value(value: str) -> str: |
| 28 | + return f'"{value}"' |
| 29 | + |
| 30 | + @staticmethod |
| 31 | + def _wrap_int_value(value: int) -> str: |
| 32 | + return f'"{value}"' |
| 33 | + |
| 34 | + def apply_field(self, field: str) -> str: |
| 35 | + if field.count("-") > 0 or field.count(" ") > 0 or field[0].isdigit(): |
| 36 | + return f"`{field}`" |
| 37 | + if field.endswith(".text"): |
| 38 | + return field[:-5] |
| 39 | + return field |
| 40 | + |
| 41 | + def equal_modifier(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: |
| 42 | + if isinstance(value, list): |
| 43 | + values = self.list_token.join( |
| 44 | + self._pre_process_value(field, v, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 45 | + for v in value |
| 46 | + ) |
| 47 | + return f"{self.apply_field(field)} : ({values})" |
| 48 | + value = self._pre_process_value(field, value, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 49 | + return f"{self.apply_field(field)} : {value}" |
| 50 | + |
| 51 | + def less_modifier(self, field: str, value: Union[int, str]) -> str: |
| 52 | + value = self._pre_process_value(field, value, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 53 | + return f"{self.apply_field(field)} < {value}" |
| 54 | + |
| 55 | + def less_or_equal_modifier(self, field: str, value: Union[int, str]) -> str: |
| 56 | + value = self._pre_process_value(field, value, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 57 | + return f"{self.apply_field(field)} <= {value}" |
| 58 | + |
| 59 | + def greater_modifier(self, field: str, value: Union[int, str]) -> str: |
| 60 | + value = self._pre_process_value(field, value, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 61 | + return f"{self.apply_field(field)} > {value}" |
| 62 | + |
| 63 | + def greater_or_equal_modifier(self, field: str, value: Union[int, str]) -> str: |
| 64 | + value = self._pre_process_value(field, value, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 65 | + return f"{self.apply_field(field)} >= {value}" |
| 66 | + |
| 67 | + def not_equal_modifier(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: |
| 68 | + if isinstance(value, list): |
| 69 | + values = self.list_token.join( |
| 70 | + self._pre_process_value(field, v, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 71 | + for v in value |
| 72 | + ) |
| 73 | + return f"{self.apply_field(field)} != ({values})" |
| 74 | + value = self._pre_process_value(field, value, value_type=ValueType.value, wrap_str=True, wrap_int=True) |
| 75 | + return f"{self.apply_field(field)} != {value}" |
| 76 | + |
| 77 | + def contains_modifier(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: |
| 78 | + if isinstance(value, list): |
| 79 | + values = self.list_token.join( |
| 80 | + f'"*{self._pre_process_value(field, v, value_type=ValueType.value)}*"' for v in value |
| 81 | + ) |
| 82 | + return f"{self.apply_field(field)} : ({values})" |
| 83 | + value = self._pre_process_value(field, value, value_type=ValueType.value) |
| 84 | + return f'{self.apply_field(field)} : "*{value}*"' |
| 85 | + |
| 86 | + def endswith_modifier(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: |
| 87 | + if isinstance(value, list): |
| 88 | + values = self.list_token.join( |
| 89 | + f'"*{self._pre_process_value(field, v, value_type=ValueType.value)}"' for v in value |
| 90 | + ) |
| 91 | + return f"{self.apply_field(field)} : ({values})" |
| 92 | + value = self._pre_process_value(field, value, value_type=ValueType.value) |
| 93 | + return f'{self.apply_field(field)} : "*{value}"' |
| 94 | + |
| 95 | + def startswith_modifier(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: |
| 96 | + if isinstance(value, list): |
| 97 | + values = self.list_token.join( |
| 98 | + f'"{self._pre_process_value(field, v, value_type=ValueType.value)}*"' for v in value |
| 99 | + ) |
| 100 | + return f"{self.apply_field(field)} : ({values})" |
| 101 | + value = self._pre_process_value(field, value, value_type=ValueType.value) |
| 102 | + return f'{self.apply_field(field)} : "{value}*"' |
| 103 | + |
| 104 | + def regex_modifier(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: |
| 105 | + if isinstance(value, list): |
| 106 | + return f"({self.or_token.join(self.regex_modifier(field=field, value=v) for v in value)})" |
| 107 | + value = self._pre_process_value(field, value, value_type=ValueType.regex_value, wrap_int=True) |
| 108 | + return f'{self.apply_field(field)} regex~ "{value}.?"' |
| 109 | + |
| 110 | + def keywords(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: |
| 111 | + if isinstance(value, list): |
| 112 | + return f"({self.or_token.join(self.keywords(field=field, value=v) for v in value)})" |
| 113 | + return self._pre_process_value(field, value, wrap_str=True) |
| 114 | + |
| 115 | + def is_none(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: # noqa: ARG002 |
| 116 | + return f"{self.apply_field(field)} == null" |
| 117 | + |
| 118 | + def is_not_none(self, field: str, value: DEFAULT_VALUE_TYPE) -> str: # noqa: ARG002 |
| 119 | + return f"{self.apply_field(field)} != null" |
| 120 | + |
| 121 | + |
| 122 | +@render_manager.register |
| 123 | +class ElasticSearchEQLQueryRender(PlatformQueryRender): |
| 124 | + details: PlatformDetails = elastic_eql_query_details |
| 125 | + mappings: LuceneMappings = elastic_eql_query_mappings |
| 126 | + or_token = "or" |
| 127 | + and_token = "and" |
| 128 | + not_token = "not" |
| 129 | + comment_symbol = "//" |
| 130 | + field_value_render = ElasticSearchEQLFieldValue(or_token=or_token) |
| 131 | + |
| 132 | + def generate_prefix(self, log_source_signature: Optional[LogSourceSignature], functions_prefix: str = "") -> str: # noqa: ARG002 |
| 133 | + return "any where " |
| 134 | + |
| 135 | + def in_brackets(self, raw_list: list[QUERY_TOKEN_TYPE]) -> list[QUERY_TOKEN_TYPE]: |
| 136 | + return [Identifier(token_type=GroupType.L_PAREN), *raw_list, Identifier(token_type=GroupType.R_PAREN)] |
| 137 | + |
| 138 | + def _generate_from_tokenized_query_container_by_source_mapping( |
| 139 | + self, query_container: TokenizedQueryContainer, source_mapping: SourceMapping |
| 140 | + ) -> str: |
| 141 | + unmapped_fields = self.mappings.check_fields_mapping_existence( |
| 142 | + query_container.meta_info.query_fields, |
| 143 | + query_container.meta_info.function_fields_map, |
| 144 | + self.platform_functions.manager.supported_render_names, |
| 145 | + source_mapping, |
| 146 | + ) |
| 147 | + rendered_functions = self.generate_functions(query_container.functions.functions, source_mapping) |
| 148 | + prefix = self.generate_prefix(source_mapping.log_source_signature, rendered_functions.rendered_prefix) |
| 149 | + |
| 150 | + if source_mapping.raw_log_fields: |
| 151 | + defined_raw_log_fields = self.generate_raw_log_fields( |
| 152 | + fields=query_container.meta_info.query_fields + query_container.meta_info.function_fields, |
| 153 | + source_mapping=source_mapping, |
| 154 | + ) |
| 155 | + prefix += f"\n{defined_raw_log_fields}" |
| 156 | + if source_mapping.conditions: |
| 157 | + for field, value in source_mapping.conditions.items(): |
| 158 | + tokens = self.in_brackets(query_container.tokens) |
| 159 | + extra_tokens = [ |
| 160 | + FieldValue(source_name=field, operator=Identifier(token_type=OperatorType.EQ), value=value), |
| 161 | + Identifier(token_type=LogicalOperatorType.AND), |
| 162 | + ] |
| 163 | + query_container.tokens = self.in_brackets([*extra_tokens, *tokens]) |
| 164 | + query = self.generate_query(tokens=query_container.tokens, source_mapping=source_mapping) |
| 165 | + not_supported_functions = query_container.functions.not_supported + rendered_functions.not_supported |
| 166 | + return self.finalize_query( |
| 167 | + prefix=prefix, |
| 168 | + query=query, |
| 169 | + functions=rendered_functions.rendered, |
| 170 | + not_supported_functions=not_supported_functions, |
| 171 | + unmapped_fields=unmapped_fields, |
| 172 | + meta_info=query_container.meta_info, |
| 173 | + source_mapping=source_mapping, |
| 174 | + ) |
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