<commit_before>"""
    flask.ext.restless.views
    ~~~~~~~~~~~~~~~~~~~~~~~~

    Provides the following view classes, subclasses of
    :class:`flask.MethodView` which provide generic endpoints for interacting
    with an entity of the database:

    :class:`flask.ext.restless.views.API`
      Provides the endpoints for each of the basic HTTP methods. This is the
      main class used by the
      :meth:`flask.ext.restless.manager.APIManager.create_api` method to create
      endpoints.

    :class:`flask.ext.restless.views.FunctionAPI`
      Provides a :http:method:`get` endpoint which returns the result of
      evaluating some function on the entire collection of a given model.

    :copyright: 2011 by <NAME> <<EMAIL>>
    :copyright: 2012, 2013, 2014, 2015 <NAME>
                <<EMAIL>> and contributors.
    :license: GNU AGPLv3+ or BSD

"""
from __future__ import division

from collections import defaultdict
from functools import wraps
import math
import warnings
import json

from sqlalchemy import Column
from sqlalchemy.exc import DataError
from sqlalchemy.exc import IntegrityError
from sqlalchemy.exc import OperationalError
from sqlalchemy.exc import ProgrammingError
from sqlalchemy.ext.associationproxy import AssociationProxy
from sqlalchemy.orm.attributes import InstrumentedAttribute
from sqlalchemy.orm.exc import MultipleResultsFound
from sqlalchemy.orm.exc import NoResultFound
from sqlalchemy.orm.query import Query
from werkzeug.urls import url_quote_plus

from apihelpers import count
from apihelpers import evaluate_functions
from apihelpers import get_by
from apihelpers import get_columns
from apihelpers import get_or_create
from apihelpers import get_related_model
from apihelpers import get_relations
from apihelpers import has_field
from apihelpers import is_like_list
from apihelpers import partition
from apihelpers import primary_key_name
from apihelpers import query_by_primary_key
from apihelpers import session_query
from apihelpers import strings_to_dates
from apihelpers import to_dict
from apihelpers import upper_keys
from apihelpers import get_related_association_proxy_model
from search import create_query
from search import search as qsearch



def search(session, model, params):
    """Defines a generic search function for the database model.

    If the query string is empty, or if the specified query is invalid for
    some reason (for example, searching for all person instances with), the
    response will be the JSON string ``{"objects": []}``.

    To search for entities meeting some criteria, the client makes a
    request to :http:get:`/api/<modelname>` with a query string containing<commit_msg>making imports work is a a pain in the ass<commit_after>"""
    flask.ext.restless.views
    ~~~~~~~~~~~~~~~~~~~~~~~~

    Provides the following view classes, subclasses of
    :class:`flask.MethodView` which provide generic endpoints for interacting
    with an entity of the database:

    :class:`flask.ext.restless.views.API`
      Provides the endpoints for each of the basic HTTP methods. This is the
      main class used by the
      :meth:`flask.ext.restless.manager.APIManager.create_api` method to create
      endpoints.

    :class:`flask.ext.restless.views.FunctionAPI`
      Provides a :http:method:`get` endpoint which returns the result of
      evaluating some function on the entire collection of a given model.

    :copyright: 2011 by <NAME> <<EMAIL>>
    :copyright: 2012, 2013, 2014, 2015 <NAME>
                <<EMAIL>> and contributors.
    :license: GNU AGPLv3+ or BSD

"""
from __future__ import division

from collections import defaultdict
from functools import wraps
import math
import warnings
import json

from sqlalchemy import Column
from sqlalchemy.exc import DataError
from sqlalchemy.exc import IntegrityError
from sqlalchemy.exc import OperationalError
from sqlalchemy.exc import ProgrammingError
from sqlalchemy.ext.associationproxy import AssociationProxy
from sqlalchemy.orm.attributes import InstrumentedAttribute
from sqlalchemy.orm.exc import MultipleResultsFound
from sqlalchemy.orm.exc import NoResultFound
from sqlalchemy.orm.query import Query
from werkzeug.urls import url_quote_plus

from datatables.views.apihelpers import count
from datatables.views.apihelpers import evaluate_functions
from datatables.views.apihelpers import get_by
from datatables.views.apihelpers import get_columns
from datatables.views.apihelpers import get_or_create
from datatables.views.apihelpers import get_related_model
from datatables.views.apihelpers import get_relations
from datatables.views.apihelpers import has_field
from datatables.views.apihelpers import is_like_list
from datatables.views.apihelpers import partition
from datatables.views.apihelpers import primary_key_name
from datatables.views.apihelpers import query_by_primary_key
from datatables.views.apihelpers import session_query
from datatables.views.apihelpers import strings_to_dates
from datatables.views.apihelpers import to_dict
from datatables.views.apihelpers import upper_keys
from datatables.views.apihelpers import get_related_association_proxy_model
from datatables.views.search import create_query
from datatables.views.search import search as qsearch



def search(session, model, params):
    """Defines a generic search function for the database model.

    If the query string is empty, or if the specified query is invalid for
    some reason (for example, searching for all person instances with), the
    response will be the JSON string ``{"objects": []}``.

    To search for entities meeting some criteria, the client makes a
    request to :http:get:`/api/<modelname>` with a query string containing
{'fraction_non_alphanumeric': 0.05933988764044944, 'fraction_numerical': 0.007373595505617977, 'mean_word_length': 4.873195876288659, 'pattern_counts': {'":': 2, '<': 17, '<?xml version=': 0, '>': 17, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7432910', 'n_tokens_mistral': 1568, 'n_tokens_neox': 1511, 'n_words': 588}