Translator

Translators convert between:

• Generic query syntax used in internal logic, and

• Specific query syntax required by a given search engine (e.g., PubMed, EBSCO, Web of Science).

Each translator implements QueryTranslator, the abstract base class from translator_base.py.

Translator Responsibilities

A translator must implement the following two class methods:

• to_generic_syntax(query, *, search_field_general) -> Query

• to_specific_syntax(query) -> Query

Each method receives a Query object (the internal AST) and must return a new Query object with appropriately translated search fields and structure.

Utility Methods Provided

From the base class (QueryTranslator), you can use:

• move_field_from_operator_to_terms(query): Moves a shared search field from the operator level to each child query.

• flatten_nested_operators(query): Merges nested logical operators of the same type into a flat structure.

• move_fields_to_operator(query): If all children have the same field, moves it to the parent node.

Search Field Mapping

Field mapping is expected to be defined in a constants_<source>.py file and typically includes:

• syntax_str_to_generic_search_field_set(): maps specific syntax string (e.g., TI, AB) to set of generic `Fields`. When the set contains multiple elements, the query must be extended with OR (see PubMed translator: _expand_combined_fields()).

• generic_search_field_to_syntax_field(): maps generic Fields to platform-specific syntax (set of fields). When combined fields are available, the query must be adapted before (see PubMed tranlsator: _combine_tiab()).

Each translator should:

1. Translate fields in both directions

2. Handle combined fields (e.g., [tiab] in PubMed)

3. Optionally restructure the query for consistency

Code Skeleton

from search_query.constants_example import generic_search_field_set_to_syntax_set
from search_query.constants_example import map_search_field
from search_query.query import Query
from search_query.translator_base import QueryTranslator


class CustomTranslator(QueryTranslator):
    """Translator for Custom queries."""

    @classmethod
    def to_generic_syntax(cls, query: Query, *, search_field_general: str) -> Query:
        query = query.copy()
        cls.translate_search_fields_to_generic(query)
        return query

    @classmethod
    def to_specific_syntax(cls, query: Query) -> Query:
        query = query.copy()
        cls._translate_search_fields(query)
        return query

    @classmethod
    def translate_search_fields_to_generic(cls, query: Query) -> None:
        if query.search_field:
            fields = map_search_field(query.search_field.value)
            if len(fields) == 1:
                query.search_field.value = fields.pop()
            else:
                raise NotImplementedError
        for child in query.children:
            cls.translate_search_fields_to_generic(child)

    @classmethod
    def _translate_search_fields(cls, query: Query) -> None:
        if query.search_field:
            specific = generic_search_field_to_syntax_field(query.search_field.value)
            query.search_field.value = specific

        for child in query.children:
            cls._translate_search_fields(child)

Advanced Features

Some translators include advanced restructuring logic:

• PubMed: supports [tiab] expansion into OR combinations of [ti] and [ab]