tiramisu-api-python/tiramisu_json_api/api.py

from typing import Optional, Dict, List, Any
from copy import copy
import warnings
import re


from .error import APIError, ValueWarning, ValueOptionError, ValueErrorWarning, PropertiesOptionError
from .setting import undefined
from .i18n import _


TIRAMISU_JSON_VERSION = '1.0'


TYPE = {'boolean': bool,
        'integer': int,
        'string': str,
        'password': str,
        'domain': str}


class Option:
    # fake Option (IntOption, StrOption, ...)
    # only usefull for warnings
    def __init__(self,
                 path):
        self.path = path

    def __call__(self):
        # suppose to be a weakref
        return self

    def impl_getpath(self):
        return self.path


class TiramisuOptionOption:
    # config.option(path).option
    def __init__(self,
                 config: 'Config',
                 path: str,
                 schema: Dict,
                 model: Dict,
                 form: Dict) -> None:
        self.config = config
        self._path = path
        self.schema = schema
        self.model = model
        self.form = form

    def doc(self):
        return self.schema['title']

    def path(self):
        return self._path

    def name(self,
             follow_symlink: bool=False) -> str:
        if not follow_symlink or \
                self.isoptiondescription() or \
                not self.issymlinkoption():
            path = self._path
        else:
            path = self.schema['opt_path']
        return path.rsplit('.', 1)[-1]

    def isoptiondescription(self):
        return self.schema['type'] in ['object', 'array']

    def isleadership(self):
        return self.schema['type'] == 'array'

    def isleader(self):
        return self.config.isleader(self._path)

    def isfollower(self):
        return self.config.isfollower(self._path)

    def issymlinkoption(self) -> bool:
        return self.schema['type'] == 'symlink'

    def ismulti(self) -> bool:
        return self.schema.get('isMulti', False)

    def issubmulti(self) -> bool:
        return self.schema.get('isSubMulti', False)

    def type(self) -> str:
        if self.isleadership():
            return 'leadership'
        if self.isoptiondescription():
            return 'optiondescription'
        if self.issymlinkoption():
            return self.config.get_schema(self.schema['opt_path'])['type']
        return self.schema['type']

    def properties(self) -> List[str]:
        model = self.model.get(self._path, {})
        if self.isfollower():
            model = model.get(None, {})
        return self.config.get_properties(model, self._path, None)

    def requires(self) -> None:
        # FIXME
        return None

    def pattern(self):
        if self._path in self.form:
            return self.form[self._path].get('pattern')
        else:
            return None


class TiramisuOptionProperty:
    # config.option(path).property
    def __init__(self,
                 config: 'Config',
                 path: str,
                 index: Optional[int],
                 model: Dict) -> None:
        self.config = config
        self.path = path
        self.index = index
        self.model = model

    def get(self, only_raises=False):
        if not only_raises:
            props = self.config.get_properties(self.model, self.path, self.index, only_raises)
        else:
            props = []
        if self.config.is_hidden(self.path,
                                  self.index):
            props.append('hidden')
        return props


class _Value:
    def _dict_walk(self,
                   ret: Dict,
                   schema: Dict,
                   root: str,
                   fullpath: bool,
                   withwarning: bool) -> None:
        leadership_len = None
        for key, option in schema['properties'].items():
            if self.config.is_hidden(key, None) is False:
                if option['type'] in ['object', 'array']:
                    # optiondescription or leadership
                    self._dict_walk(ret,
                                    option,
                                    root,
                                    fullpath,
                                    withwarning)
                elif schema.get('type') == 'array' and leadership_len is not None:
                    # followers
                    values = []
                    for index in range(leadership_len):
                        value = self.config.get_value(key,
                                                      index)
                        self._display_warnings(key, value, option['type'], key, withwarning)
                        values.append(value)
                    ret[key] = values
                else:
                    value = self.config.get_value(key)
                    self._display_warnings(key, value, option['type'], key, withwarning)
                    ret[key] = value
                    if schema.get('type') == 'array':
                        leadership_len = len(value)
            elif schema.get('type') == 'array' and leadership_len is None:
                # if leader is hidden, followers are hidden too
                break

    def dict(self,
             fullpath: bool=False,
             withwarning: bool=False):
        ret = {}
        self._dict_walk(ret,
                        self.schema,
                        self.path,
                        fullpath,
                        withwarning)
        return ret

    def _display_warnings(self, path, value, type, name, withwarning=True):
        for err in self.model.get(path, {}).get('error', []):
            warnings.warn_explicit(ValueErrorWarning(value,
                                                     type,
                                                     Option(path),
                                                     '{0}'.format(err)),
                                   ValueErrorWarning,
                                   self.__class__.__name__, 0)

        if withwarning and self.model.get(path, {}).get('warnings'):
            for warn in self.model.get(path, {}).get('warnings'):
                warnings.warn_explicit(ValueErrorWarning(value,
                                                         type,
                                                         Option(path),
                                                         '{0}'.format(err)),
                                       ValueErrorWarning,
                                       self.__class__.__name__, 0)


class TiramisuOptionOwner:
    # config.option(path).owner
    def __init__(self,
                 config: 'Config',
                 schema: Dict,
                 model: List[Dict],
                 form: List[Dict],
                 temp: List[Dict],
                 path: str,
                 index: int) -> None:
        self.config = config
        self.schema = schema
        self.model = model
        self.form = form
        self.temp = temp
        self.path = path
        self.index = index

    def isdefault(self) -> Any:
        return self.config.get_owner(self.path, self.index) == 'default'

    def get(self) -> str:
        return self.config.get_owner(self.path, self.index)


class TiramisuOptionValue(_Value):
    # config.option(path).value
    def __init__(self,
                 config: 'Config',
                 schema: Dict,
                 model: List[Dict],
                 form: List[Dict],
                 temp: List[Dict],
                 path: str,
                 index: int) -> None:
        self.config = config
        self.schema = schema
        self.model = model
        self.form = form
        self.temp = temp
        self.path = path
        self.index = index

    def get(self) -> Any:
        if self.config.isfollower(self.path):
            if self.index is None:
                raise APIError(_('index must be set with the follower option "{}"').format(self.path))
            value = self.config.get_value(self.path, self.index)
            self._display_warnings(self.path, value, self.schema['type'], self.path)
            return value
        if self.index is not None:
            raise APIError(_('index must only be set with a follower option, not for "{}"').format(self.path))
        value = self.config.get_value(self.path)
        self._display_warnings(self.path, value, self.schema['type'], self.path)
        return value

    def list(self):
        return self.schema['enum']

    def _validate(self, type_, value):
        if value in [None, undefined]:
            return
        if type_ == 'choice':
            if value not in self.schema['enum']:
                raise ValueError('value {} is not in {}'.format(value, self.schema['enum']))
        elif not isinstance(value, TYPE[type_]):
            raise ValueError('value {} is not a valid {} '.format(value, type_))

    def set(self, value):
        type_ = self.schema['type']
        leader_old_value = undefined
        if self.config.isleader(self.path):
            leader_old_value = self.config.get_value(self.path)
        remote = self.form.get(self.path, {}).get('remote', False)
        if self.index is None and self.schema.get('isMulti', False):
            if not isinstance(value, list):
                raise Exception('value must be a list')
            for val in value:
                if self.schema.get('isSubMulti', False):
                    for v in val:
                        self._validate(type_, v)
                else:
                    self._validate(type_, val)
        else:
            if self.schema.get('isSubMulti', False):
                for val in value:
                    self._validate(type_, val)
            else:
                self._validate(type_, value)
        self.config.modify_value(self.path,
                                 self.index,
                                 value,
                                 remote,
                                 leader_old_value)
        self._display_warnings(self.path, value, type_, self.path)

    def reset(self):
        self.config.delete_value(self.path,
                                 self.index)

    def default(self):
        return self.schema.get('value')


class _Option:
    def list(self,
             type='option'):
        if type not in ['all', 'option', 'optiondescription']:
            raise Exception('unknown list type {}'.format(type))
        for path, schema in self.schema['properties'].items():
            if not self.config.is_hidden(path, None):
                if schema['type'] in ['object', 'array']:
                    if type in ['all', 'optiondescription']:
                        yield TiramisuOptionDescription(self.config,
                                                        schema,
                                                        self.model,
                                                        self.form,
                                                        self.temp,
                                                        path)
                elif type in ['all', 'option']:
                    yield TiramisuOption(self.config,
                                         schema,
                                         self.model,
                                         self.form,
                                         self.temp,
                                         path,
                                         self.index)


class TiramisuOptionDescription(_Option):
    # config.option(path) (with path == OptionDescription)
    def __init__(self,
                 config: 'Config',
                 schema: Dict,
                 model: List[Dict],
                 form: List[Dict],
                 temp: List[Dict],
                 path: str) -> None:
        self.config = config
        self.schema = schema
        self.model = model
        self.form = form
        self.temp = temp
        self.path = path
        self.index = None

    def __getattr__(self,
                    subfunc: str) -> Any:
        if subfunc == 'option':
            return TiramisuOptionOption(self.config,
                                        self.path,
                                        self.schema,
                                        self.model,
                                        self.form)
        if subfunc == 'property':
            return TiramisuOptionProperty(self.config,
                                          self.path,
                                          self.model.get(self.path, {}))
        if subfunc == 'value' and self.schema['type'] == 'array':
            return TiramisuLeadershipValue(self.config,
                                           self.schema,
                                           self.model,
                                           self.form,
                                           self.temp,
                                           self.path,
                                           self.index)
        raise APIError(_('please specify a valid sub function ({})').format(subfunc))

    def group_type(self):
        if self.config.is_hidden(self.path, None):
            # FIXME
            return 'default'
        raise PropertiesOptionError(None, None, None, opt_type='optiondescription')


class TiramisuLeadershipValue:
    def __init__(self,
                 config,
                 schema,
                 model,
                 form,
                 temp,
                 path):
        self.config = config
        self.schema = schema
        self.model = model
        self.form = form
        self.temp = temp
        self.path = path

    def len(self):
        return len(self.config.get_value(self.schema['properties'][0]))

    def pop(self,
            index: int) -> None:
        leadership_path = self.schema['properties'][0]
        self.config.delete_value(leadership_path, index)


class TiramisuOption:
    # config.option(path) (with path == Option)
    def __init__(self,
                 config: 'Config',
                 schema: Dict,
                 model: List[Dict],
                 form: List[Dict],
                 temp: List[Dict],
                 path: str,
                 index: Optional[int]) -> None:
        self.config = config
        self.schema = schema
        self.model = model
        self.form = form
        self.temp = temp
        self.path = path
        self.index = index

    def __getattr__(self,
                    subfunc: str) -> Any:
        if subfunc == 'option':
            if self.index != None:
                raise NotImplementedError()
            return TiramisuOptionOption(self.config,
                                        self.path,
                                        self.schema,
                                        self.model,
                                        self.form)
        if subfunc == 'value':
            return TiramisuOptionValue(self.config,
                                       self.schema,
                                       self.model,
                                       self.form,
                                       self.temp,
                                       self.path,
                                       self.index)
        if subfunc == 'owner':
            return TiramisuOptionOwner(self.config,
                                       self.schema,
                                       self.model,
                                       self.form,
                                       self.temp,
                                       self.path,
                                       self.index)
        if subfunc == 'property':
            return TiramisuOptionProperty(self.config,
                                          self.path,
                                          self.index,
                                          self.model.get(self.path, {}))
        raise APIError(_('please specify a valid sub function ({})').format(subfunc))


class TiramisuContextProperty:
    # config.property
    # def __init__(self,
    #              json):
    #     self.json = json

    def get(self):
        # FIXME ?
        return ['demoting_error_warning']


class ContextOption(_Option):
    # config.option
    def __init__(self,
                 config: 'Config',
                 model: Dict,
                 form: Dict,
                 schema: Dict,
                 temp: Dict) -> None:
        self.config = config
        self.model = model
        self.form = form
        self.schema = {'properties': schema}
        self.temp = temp
        self.index = None 

    def __call__(self,
                 path: str,
                 index: Optional[int]=None) -> TiramisuOption:
        schema = self.config.get_schema(path)
        if schema['type'] in ['object', 'array']:
            return TiramisuOptionDescription(self.config,
                                             schema,
                                             self.model,
                                             self.form,
                                             self.temp,
                                             path)
        return TiramisuOption(self.config,
                              schema,
                              self.model,
                              self.form,
                              self.temp,
                              path,
                              index)


class ContextValue(_Value):
    # config.value
    def __init__(self,
                 config: 'Config',
                 model: Dict,
                 form: Dict,
                 schema: Dict,
                 temp: Dict) -> None:
        self.config = config
        self.model = model
        self.form = form
        first = next(iter(schema.keys()))
        self.path = first.rsplit('.', 1)[0]
        self.schema = {'properties': schema}
        self.temp = temp

    def __call__(self) -> TiramisuOptionValue:
        return TiramisuOptionValue(self.config,
                                   self.schema,
                                   self.model,
                                   self.form,
                                   self.temp,
                                   path,
                                   index)

    def mandatory(self):
        for key, value in self.dict().items():
            if self.config.isfollower(key):
                if self.model.get(key, {}).get(None, {}).get('required'):
                    # FIXME test with index
                    if self.config.get_schema(key).get('isSubMulti'):
                        for val in value:
                            if not val or None in val or '' in val:
                                yield key
                                break
                    elif None in value or '' in value:
                        yield key
            elif self.config.get_schema(key).get('isMulti'):
                if self.model.get(key, {}).get('required') and (None in value or '' in value):
                    yield key
                if self.model.get(key, {}).get('needs_len') and not value:
                    yield key
            elif self.model.get(key, {}).get('required') and value is None:
                yield key


class Config:
    # config
    def __init__(self,
                 json):
        if json.get('version') != TIRAMISU_JSON_VERSION:
            raise Exception('incompatible tiramisu-json format version (got {}, expected {})'.format(json.get('version', '0.0'), TIRAMISU_JSON_VERSION))
        self.model = json['model']
        self.form = json['form']
        # support pattern
        for key, option in self.form.items():
            if key != 'null' and 'pattern' in option:
                option['pattern'] = re.compile(option['pattern'])
        self.temp = {}
        self.schema = json['schema']
        self.updates = []
        first_path = next(iter(self.schema.keys()))
        if '.' in first_path:
            self.root = first_path.rsplit('.', 1)[0]
        else:
            self.root = ''

    def __getattr__(self,
                    subfunc: str) -> Any:
        if subfunc == 'property':
            return TiramisuContextProperty()
        if subfunc == 'option':
            return ContextOption(self,
                                 self.model,
                                 self.form,
                                 self.schema,
                                 self.temp)
        if subfunc == 'value':
            return ContextValue(self,
                                self.model,
                                self.form,
                                self.schema,
                                self.temp)
        raise APIError(_('please specify a valid sub function ({})').format(subfunc))

    def add_value(self,
                  path: str,
                  index: Optional[int],
                  value: Any,
                  remote: bool) -> None:
        self.manage_updates('add',
                            path,
                            index,
                            value)
        self.updates_value('add',
                           path,
                           index,
                           value,
                           remote)

    def modify_value(self,
                     path: str,
                     index: Optional[int],
                     value: Any,
                     remote: bool,
                     leader_old_value: Any) -> None:
        schema = self.get_schema(path)
        if value and isinstance(value, list) and value[-1] is undefined:
            new_value = schema.get('defaultvalue')
            if new_value is None:
                len_value = len(value)
                schema_value = schema.get('value', [])
                if len(schema_value) >= len_value:
                    new_value = schema_value[len_value - 1]
            value[-1] = new_value

        self.manage_updates('modify',
                            path,
                            index,
                            value)
        self.updates_value('modify',
                           path,
                           index,
                           value,
                           remote,
                           False,
                           leader_old_value)

    def delete_value(self,
                     path: str,
                     index: Optional[int]) -> None:
        remote = self.form.get(path, {}).get('remote', False)
        self.manage_updates('delete',
                            path,
                            index,
                            None)
        self.updates_value('delete',
                           path,
                           index,
                           None,
                           remote)

    def get_properties(self,
                       model,
                       path,
                       index,
                       only_raises=True):
        props = model.get('properties', [])[:]
        if model.get('required'):
            if self.get_schema(path).get('isMulti', False) and not self.isfollower(path):
                props.append('empty')
            else:
                props.append('mandatory')
        if model.get('needs_len'):
            props.append('mandatory')
        if model.get('readOnly'):
            props.append('frozen')
        if only_raises and self.is_hidden(path,
                                           index):
            props.append('hidden')
        if self.form.get(path, {}).get('clearable'):
            props.append('clearable')
        return props

    def get_schema(self,
                   path):
        root_path = self.root
        schema = {'properties': self.schema,
                  'type': 'object'}
        if root_path:
            root = self.root.split('.')
            if not path.startswith(self.root):
                raise Exception('cannot find {0}'.format(path))
            subpaths = path.split('.')[len(root):]
        else:
            subpaths = path.split('.')
        for subpath in subpaths:
            if root_path:
                root_path += '.' + subpath
            else:
                root_path = subpath
            schema = schema['properties'][root_path]
        return schema

    def isleader(self,
                 path):
        if '.' in path:
            parent_schema = self.get_schema(path.rsplit('.', 1)[0])
            if parent_schema['type'] == 'array':
                leader = next(iter(parent_schema['properties'].keys()))
                return leader == path
        return False


    def isfollower(self,
                   path: str) -> bool:
        if '.' in path:
            parent_schema = self.get_schema(path.rsplit('.', 1)[0])
            leader = next(iter(parent_schema['properties'].keys()))
            if parent_schema['type'] == 'array' and \
                    leader != path:
                return True
        return False

    def is_hidden(self,
                   path: str,
                   index: Optional[int]) -> bool:
        for property_, needs in {'hidden': True, 'display': False}.items():
            if index is not None and property_ in self.temp.get(path, {}).get(str(index), {}):
                return self.temp[path][str(index)][property_]
            if property_ in self.temp.get(path, {}):
                return self.temp[path][property_]
            elif self.isfollower(path):
                if self.model.get(path, {}).get('null', {}).get(property_, None) == needs:
                    return True
            elif self.model.get(path, {}).get(property_, None) == needs:
                return True
            if index is not None:
                index = str(index)
                if self.model.get(path, {}).get(index, {}).get(property_) == needs:
                    return True
        return False

    def get_value(self,
                  path: str,
                  index: int=None) -> Any:
        schema = self.get_schema(path)
        if schema['type'] == 'symlink':
            path = schema['opt_path']
            schema = self.get_schema(path)
        if index is None:
            if 'value' in self.temp.get(path, {}):
                value = self.temp[path]['value']
            else:
                value = self.model.get(path, {}).get('value')
            if value is None and schema.get('isMulti', False):
                value = []
        else:
            index = str(index)
            if 'delete' in self.temp.get(path, {}):
                value = None
            elif self.temp.get(path, {}).get(index, {}).get('delete') == True:
                value = None
            elif 'value' in self.temp.get(path, {}).get(index, {}):
                value = self.temp[path]
            else:
                value = self.model.get(path)
            if self.isfollower(path):
                if self.is_hidden(path, index):
                    value = PropertiesOptionError(None, None, None, opt_type='option')
                elif value is not None and 'value' in value.get(index, {}):
                    value = value[index]['value']
                else:
                    value = schema.get('default')
            else:
                if value is not None and index in value and 'value' in value[index]:
                    value = value[index]['value']
                else:
                    value = schema.get('default')
            if value is None and schema.get('isSubMulti', False):
                value = []
        if isinstance(value, list):
            value = value.copy()
        return value

    def get_owner(self,
                  path: str,
                  index: int) -> str:
        if not self.isfollower(path):
            if 'owner' in self.temp.get(path, {}):
                owner = self.temp[path]['owner']
            else:
                owner = self.model.get(path, {}).get('owner', 'default')
        else:
            if 'value' in self.temp.get(path, {}):
                value = self.temp[path]
            else:
                value = self.model.get(path, {})
            index = str(index)
            if self.is_hidden(path, index):
                raise PropertiesOptionError(None, None, None, opt_type='option')
            if 'owner' in value.get(index, {}):
                owner = value[index]['owner']
            else:
                owner = 'default'
        return owner

    def manage_updates(self,
                       action,
                       path,
                       index,
                       value):
        update_last_action = False
        if self.updates:
            last_body = self.updates[-1]
            if last_body['name'] == path:
                if index is None and not 'index' in last_body:
                    last_action = last_body['action']
                    if last_action == action or \
                            last_action in ['delete', 'modify'] and action in ['delete', 'modify']:
                        update_last_action = True
                elif index == None and action == 'delete':
                    for update in reversed(self.updates):
                        if update['name'] == path:
                            del self.updates[-1]
                        else:
                            break
                elif last_body['index'] == index:
                    if last_body['action'] == 'add' and action == 'modify':
                        action = 'add'
                        update_last_action = True
                    elif last_body['action'] == action and action != 'delete' or \
                            last_body['action'] == 'modify' and action == 'delete':
                        update_last_action = True
                    elif last_body['action'] == 'add' and action == 'delete':
                        del self.updates[-1]

        if update_last_action:
            if action == 'delete' and value is None:
                if 'value' in last_body:
                    del last_body['value']
            else:
                last_body['value'] = value
            if index is None and 'index' in last_body:
                del last_body['index']
            last_body['action'] = action
        else:
            data = {'action': action,
                    'name': path}
            if action != 'delete' and value is not None:
                data['value'] = value
            if index is not None:
                data['index'] = index
            self.updates.append(data)

    def updates_value(self,
                      action: str,
                      path: str,
                      index: Optional[int],
                      value: Optional[Any],
                      remote: bool,
                      default_value: bool=False,
                      leader_old_value: Optional[Any]=undefined) -> None:
        if 'pattern' in self.form.get(path, {}) and (not isinstance(value, list) or undefined not in value):
            match = self.test_value(path, value, remote)
        else:
            match = True
        if match:
            if remote:
                self.updates_data(self.send_data({'updates': self.updates,
                                                  'model': self.model}))

            else:
                if action == 'delete':
                    if index is None:
                        # leader or standard option
                        # set value to default value
                        value = self.default_value(path)
                        self._set_temp_value(path, None, value, 'default')
                        if self.option(path).option.isleader():
                            # if leader, set follower to default value
                            leadership_path = path.rsplit('.', 1)[0]
                            parent_schema = self.get_schema(leadership_path)
                            iter_leadership = list(parent_schema['properties'].keys())
                            for follower in iter_leadership[1:]:
                                # delete all values
                                self._del_temp_value(follower, None)
                        value = self.get_value(path)
                    elif self.option(path).option.isleader():
                        # if remove an indexed leader value
                        leader_value = self.option(path).value.get()
                        leader_value.pop(index)
                        max_value = len(leader_value)
                        self._set_temp_value(path, None, leader_value, 'tmp')
                        leadership_path = path.rsplit('.', 1)[0]
                        parent_schema = self.get_schema(leadership_path)
                        iter_leadership = list(parent_schema['properties'].keys())
                        for follower in iter_leadership[1:]:
                            # remove value for this index and reduce len
                            new_temp = {}
                            for idx in range(max_value):
                                if index == idx:
                                    continue
                                cur_index = idx
                                if index < cur_index:
                                    cur_index = -1
                                if 'delete' in self.temp.get(follower, {}):
                                    #FIXME copier les attributs hidden, ... depuis self.temp[follower][index] ?
                                    new_temp[str(cur_index)] = {'delete': True}
                                elif self.temp.get(follower, {}).get(str(idx)) is not None:
                                    new_temp[str(cur_index)] = self.temp[follower][str(idx)]
                                elif self.model.get(follower, {}).get(str(idx)) is not None:
                                    new_temp[str(cur_index)] = self.model[follower][str(idx)]
                            if self.model[follower].get(str(max_value)) is not None:
                                # FIXME copier les attributs hidden, ... depuis self.temp[follower][index] ?
                                new_temp[str(max_value)] = {'delete': True}
                            self.temp[follower] = new_temp
                        value = leader_value
                        index = None
                    else:
                        # it's a follower with index
                        self.temp.setdefault(path, {})[str(index)] = {'delete': True}
                        self._del_temp_value(path, index)
                        value = self.get_value(path, index)
                    default_value = True
                elif index is None:
                    # set a value for a not follower option
                    if default_value is True:
                        self.model[path]['value'] = value
                    else:
                        self._set_temp_value(path, None, value, 'tmp')
                else:
                    # set a value for a follower option
                    self.temp.setdefault(path, {})[str(index)] = {'value': value, 'owner': 'tmp'}
                    if default_value is True:
                        self.model[path][str(index)]['value'] = value
                    else:
                        self._set_temp_value(path, index, value, 'tmp')
                self.set_dependencies(path, value, index=index)
                self.set_not_equal(path, value)
                self.do_copy(path, value)
                if leader_old_value is not undefined and len(leader_old_value) < len(value):
                    # if leader and length is change, display/hide follower from follower's default value
                    index = len(value) - 1
                    parent_path = '.'.join(path.split('.')[:-1])
                    followers = list(self.option(parent_path).list())[1:]
                    for follower in followers:
                        follower_path = follower.option.path()
                        follower_value = self.option(follower_path, index).value.get()
                        self.set_dependencies(follower_path, follower_value, None, index)

    def _set_temp_value(self, path, index, value, owner):
        if index is not None:
            obj = self.temp.setdefault(path, {}).setdefault(str(index), {})
        else:
            obj = self.temp.setdefault(path, {})
        if 'delete' in obj:
            del obj['delete']
        obj['value'] = value
        obj['owner'] = owner

    def _del_temp_value(self, path, index):
        if index is not None:
            obj = self.temp.setdefault(path, {}).setdefault(str(index), {})
        else:
            obj = self.temp.setdefault(path, {})
        for key in ['value', 'owner']:
            if key in obj:
                del obj[key]
        obj['delete'] = True

    def default_value(self, path):
        schema = self.get_schema(path)
        value = schema.get('value')
        if value is None and schema.get('isMulti', False):
            value = []
        elif isinstance(value, list):
            value = value.copy()
        return value

    def updates_data(self, data):
        self.updates = []
        self.temp.clear()
        self.model = data['model']

    def test_value(self,
                   path: str,
                   value: Any,
                   remote: bool):
        if isinstance(value, list):
            for val in value:
                if not self.test_value(path, val, remote):
                    return False
            return True
        else:
            if value is None:
                match = True
            else:
                if isinstance(value, int):
                    value = str(value)
                match = self.form[path]['pattern'].search(value)
            if not remote:
                if not match:
                    self.temp.setdefault(path, {})['error'] = ['']
                elif 'error' in self.model[path]:
                    del self.temp[path]['error']
            return match

    def set_dependencies(self,
                         path: str,
                         ori_value: Any,
                         force_hide: bool=False,
                         index: Optional[int]=None) -> None:
        dependencies = self.form.get(path, {}).get('dependencies', {})
        if dependencies:
            if ori_value in dependencies['expected']:
                expected = dependencies['expected'][ori_value]
            else:
                expected = dependencies['default']
            for action in ['hide', 'show']:
                expected_actions = expected.get(action)
                if expected_actions:
                    if force_hide:
                        hidden = True
                    else:
                        hidden = action == 'hide'
                    for expected_path in expected_actions:
                        if index is not None:
                            self.temp.setdefault(expected_path, {}).setdefault(str(index), {})['hidden'] = hidden
                        else:
                            self.temp.setdefault(expected_path, {})['hidden'] = hidden
                        value = self.get_value(expected_path, index)
                        self.set_dependencies(expected_path, value, hidden, index)

    def set_not_equal(self,
                      path: str,
                      value: Any) -> None:
        not_equal = self.form.get(path, {}).get('not_equal', {})
        if not_equal:
            vals = []
            opts = []
            if isinstance(value, list):
                for val in value:
                    vals.append(val)
                    opts.append(path)
            else:
                vals.append(value)
                opts.append(path)
            for path_ in self.form[path]['not_equal']['options']:
                schema = self.get_schema(path_)
                p_value = self.get_value(path_)
                if isinstance(p_value, list):
                    for val in p_value:
                        vals.append(val)
                        opts.append(path_)
                else:
                    vals.append(p_value)
                    opts.append(path_)
            equal = []
            warnings_only = self.form[path]['not_equal'].get('warnings', False)
            if warnings_only:
                msg = _('should be different from the value of "{}"')
                msgcurr = _('value for {} should be different')
            else:
                msg = _('must be different from the value of "{}"')
                msgcurr = _('value for {} must be different')
            for idx_inf, val_inf in enumerate(vals):
                for idx_sup, val_sup in enumerate(vals[idx_inf + 1:]):
                    if val_inf == val_sup is not None:
                        for opt_ in [opts[idx_inf], opts[idx_inf + idx_sup + 1]]:
                            if opt_ not in equal:
                                equal.append(opt_)
            if equal:
                equal_name = {}
                for opt in equal:
                    schema = self.get_schema(opt)
                    equal_name[opt] = schema['title']
                for opt_ in equal:
                    display_equal = []
                    for opt__ in equal:
                        if opt_ != opt__:
                            display_equal.append(equal_name[opt_])
                    display_equal = ', '.join(display_equal)
                    if opt_ == path:
                        msg_ = msgcurr.format(display_equal)
                    else:
                        msg_ = msg.format(display_equal)
                    if warnings_only:
                        self.model[opt_].setdefault('warnings', []).append(msg_)
                    else:
                        self.model[opt_].setdefault('error', []).append(msg_)
            else:
                for opt in opts:
                    if 'warnings' in self.model[opt]:
                        del self.model[opt]['warnings']
                    if 'error' in self.model[opt]:
                        del self.model[opt]['error']

    def do_copy(self,
                path: str,
                value: Any) -> None:
        copy = self.form.get(path, {}).get('copy')
        if copy:
            for opt in copy:
                # FIXME follower!
                owner = self.get_owner(opt, None)
                if owner == 'default':
                    # do not change in self.temp, it's default value
                    if self.model[opt]['value'] != value:
                        if isinstance(value, list):
                            value = value.copy()
                        # self.model[opt]['value'] = value
                        remote = self.form.get(opt, {}).get('remote', False)
                        self.updates_value('modify', opt, None, value, remote, True)

    def send_data(self,
                  updates):
        raise NotImplementedError('please implement send_data method')