Module osbot_utils.helpers.sqlite.domains.Sqlite__DB__Json
Expand source code
from osbot_utils.base_classes.Kwargs_To_Self import Kwargs_To_Self
from osbot_utils.helpers.sqlite.Sqlite__Database import Sqlite__Database
from osbot_utils.helpers.sqlite.Sqlite__Table__Create import Sqlite__Table__Create
from osbot_utils.helpers.sqlite.models.Sqlite__Field__Type import Sqlite__Field__Type
class Sqlite__DB__Json(Kwargs_To_Self):
database : Sqlite__Database
table_create : Sqlite__Table__Create
table_name : str = 'new_db_table'
def __init__(self):
super().__init__()
self.table_create = Sqlite__Table__Create(self.table_name)
self.table_create.table.database = self.database
def create_fields_from_json_data(self, json_data):
for key,value in json_data.items():
self.table_create.add_field_with_type(key, type(value))
def create_table_from_schema(self, table_name, schema):
table_create = Sqlite__Table__Create(table_name)
table_create.table.database = self.database
for field_name,field_type in schema.items():
table_create.add_field_with_type(field_name, field_type)
if table_create.create_table():
return table_create.table
def create_table_from_json_data(self, json_data):
self.create_fields_from_json_data(json_data)
if self.table_create.create_table():
self.table_create.table.row_add_record(json_data)
return self.table_create.table
#def add_data_to_data_from_json_data(self, json_data):
def get_schema_from_json_data(self, json_data):
if type(json_data) is dict:
return self.get_schema_from_dict(json_data)
if type(json_data) is list:
return self.get_schema_from_list_of_dict(json_data)
def get_schema_from_list_of_dict(self, target):
if not isinstance(target, list):
raise ValueError("in get_schema_from_list_of_dict, the provided target is not a list")
overall_schema = {}
for item in target:
if not isinstance(item, dict):
continue # or raise an exception, depending on your needs
current_schema = self.get_schema_from_dict(item)
for key, current_type in current_schema.items():
if (key in overall_schema and # Check if key exists in the overall schema
overall_schema[key] != current_type and # Check if there's a type mismatch for the key
current_type != Sqlite__Field__Type.UNKNOWN and # Ensure current type is not UNKNOWN
overall_schema[key] != Sqlite__Field__Type.UNKNOWN ): # Ensure overall schema's type for the key is not UNKNOWN
message = f"Type conflict for field '{key}': {overall_schema[key]} vs {current_type}"
raise ValueError(message)
else:
overall_schema[key] = current_type # Update or add the key with its type to the overall schema
return overall_schema
def get_schema_from_dict(self, target):
schema = {}
type_map = Sqlite__Field__Type.type_map()
for key, value in target.items():
value_type = type(value)
field_type = type_map.get(value_type)
if field_type is None:
raise ValueError(f"in get_schema_from_dict, the value_type {value_type} from '{key} = {value}' is not supported by Sqlite__Field__Type")
schema[key] = field_type
return schema
Classes
class Sqlite__DB__Json
-
A mixin class to strictly assign keyword arguments to pre-defined instance attributes during initialization.
This base class provides an init method that assigns values from keyword arguments to instance attributes. If an attribute with the same name as a key from the kwargs is defined in the class, it will be set to the value from kwargs. If the key does not match any predefined attribute names, an exception is raised.
This behavior enforces strict control over the attributes of instances, ensuring that only predefined attributes can be set at the time of instantiation and avoids silent attribute creation which can lead to bugs in the code.
Usage
class MyConfigurableClass(Kwargs_To_Self): attribute1 = 'default_value' attribute2 = True attribute3 : str attribute4 : list attribute4 : int = 42
# Other methods can be added here
Correctly override default values by passing keyword arguments
instance = MyConfigurableClass(attribute1='new_value', attribute2=False)
This will raise an exception as 'attribute3' is not predefined
instance = MyConfigurableClass(attribute3='invalid_attribute')
this will also assign the default value to any variable that has a type defined. In the example above the default values (mapped by default__kwargs and locals) will be: attribute1 = 'default_value' attribute2 = True attribute3 = '' # default value of str attribute4 = [] # default value of list attribute4 = 42 # defined value in the class
Note
It is important that all attributes which may be set at instantiation are predefined in the class. Failure to do so will result in an exception being raised.
Methods
init(**kwargs): The initializer that handles the assignment of keyword arguments to instance attributes. It enforces strict attribute assignment rules, only allowing attributes that are already defined in the class to be set.
Initialize an instance of the derived class, strictly assigning provided keyword arguments to corresponding instance attributes.
Parameters
**kwargs: Variable length keyword arguments.
Raises
Exception
- If a key from kwargs does not correspond to any attribute pre-defined in the class, an exception is raised to prevent setting an undefined attribute.
Expand source code
class Sqlite__DB__Json(Kwargs_To_Self): database : Sqlite__Database table_create : Sqlite__Table__Create table_name : str = 'new_db_table' def __init__(self): super().__init__() self.table_create = Sqlite__Table__Create(self.table_name) self.table_create.table.database = self.database def create_fields_from_json_data(self, json_data): for key,value in json_data.items(): self.table_create.add_field_with_type(key, type(value)) def create_table_from_schema(self, table_name, schema): table_create = Sqlite__Table__Create(table_name) table_create.table.database = self.database for field_name,field_type in schema.items(): table_create.add_field_with_type(field_name, field_type) if table_create.create_table(): return table_create.table def create_table_from_json_data(self, json_data): self.create_fields_from_json_data(json_data) if self.table_create.create_table(): self.table_create.table.row_add_record(json_data) return self.table_create.table #def add_data_to_data_from_json_data(self, json_data): def get_schema_from_json_data(self, json_data): if type(json_data) is dict: return self.get_schema_from_dict(json_data) if type(json_data) is list: return self.get_schema_from_list_of_dict(json_data) def get_schema_from_list_of_dict(self, target): if not isinstance(target, list): raise ValueError("in get_schema_from_list_of_dict, the provided target is not a list") overall_schema = {} for item in target: if not isinstance(item, dict): continue # or raise an exception, depending on your needs current_schema = self.get_schema_from_dict(item) for key, current_type in current_schema.items(): if (key in overall_schema and # Check if key exists in the overall schema overall_schema[key] != current_type and # Check if there's a type mismatch for the key current_type != Sqlite__Field__Type.UNKNOWN and # Ensure current type is not UNKNOWN overall_schema[key] != Sqlite__Field__Type.UNKNOWN ): # Ensure overall schema's type for the key is not UNKNOWN message = f"Type conflict for field '{key}': {overall_schema[key]} vs {current_type}" raise ValueError(message) else: overall_schema[key] = current_type # Update or add the key with its type to the overall schema return overall_schema def get_schema_from_dict(self, target): schema = {} type_map = Sqlite__Field__Type.type_map() for key, value in target.items(): value_type = type(value) field_type = type_map.get(value_type) if field_type is None: raise ValueError(f"in get_schema_from_dict, the value_type {value_type} from '{key} = {value}' is not supported by Sqlite__Field__Type") schema[key] = field_type return schema
Ancestors
Class variables
var database : Sqlite__Database
var table_create : Sqlite__Table__Create
var table_name : str
Methods
def create_fields_from_json_data(self, json_data)
-
Expand source code
def create_fields_from_json_data(self, json_data): for key,value in json_data.items(): self.table_create.add_field_with_type(key, type(value))
def create_table_from_json_data(self, json_data)
-
Expand source code
def create_table_from_json_data(self, json_data): self.create_fields_from_json_data(json_data) if self.table_create.create_table(): self.table_create.table.row_add_record(json_data) return self.table_create.table
def create_table_from_schema(self, table_name, schema)
-
Expand source code
def create_table_from_schema(self, table_name, schema): table_create = Sqlite__Table__Create(table_name) table_create.table.database = self.database for field_name,field_type in schema.items(): table_create.add_field_with_type(field_name, field_type) if table_create.create_table(): return table_create.table
def get_schema_from_dict(self, target)
-
Expand source code
def get_schema_from_dict(self, target): schema = {} type_map = Sqlite__Field__Type.type_map() for key, value in target.items(): value_type = type(value) field_type = type_map.get(value_type) if field_type is None: raise ValueError(f"in get_schema_from_dict, the value_type {value_type} from '{key} = {value}' is not supported by Sqlite__Field__Type") schema[key] = field_type return schema
def get_schema_from_json_data(self, json_data)
-
Expand source code
def get_schema_from_json_data(self, json_data): if type(json_data) is dict: return self.get_schema_from_dict(json_data) if type(json_data) is list: return self.get_schema_from_list_of_dict(json_data)
def get_schema_from_list_of_dict(self, target)
-
Expand source code
def get_schema_from_list_of_dict(self, target): if not isinstance(target, list): raise ValueError("in get_schema_from_list_of_dict, the provided target is not a list") overall_schema = {} for item in target: if not isinstance(item, dict): continue # or raise an exception, depending on your needs current_schema = self.get_schema_from_dict(item) for key, current_type in current_schema.items(): if (key in overall_schema and # Check if key exists in the overall schema overall_schema[key] != current_type and # Check if there's a type mismatch for the key current_type != Sqlite__Field__Type.UNKNOWN and # Ensure current type is not UNKNOWN overall_schema[key] != Sqlite__Field__Type.UNKNOWN ): # Ensure overall schema's type for the key is not UNKNOWN message = f"Type conflict for field '{key}': {overall_schema[key]} vs {current_type}" raise ValueError(message) else: overall_schema[key] = current_type # Update or add the key with its type to the overall schema return overall_schema
Inherited members