Changelog¶

Version 3.2.4¶

All class_name and cross-refs dataType are implicitly capitalized. (This functionality is added because if class_name is not capitalized then Weaviate server does it for you, and this was leading to errors where the client and server have different configurations.)

Fixes/updates in Schema class:

This patch fixes the contains() to accept separate class schemas as argument i.e. it does not expect to have only this format: {"classes": [CLASS_1, CLASS_2, ...]}; now it is possible to pass just CLASS_X as well.

Version 3.2.3¶

This patch fixes the with_near_object(). It uses now explicit string literals for id/beacon in nearoOject clauses.

Version 3.2.2¶

This patch adds support for array data types: boolean[], date[].

Version 3.2.1¶

This patch adds support for array data types: int[], number[], text[], string[].

Version 3.2.0¶

Fixes/updates in WCS class:

Fixed progress bar for create(), it is being updated in Notebooks too, instead of printing each iteration on new line.
Method create() now prints the creation status above the bar.

Updates in gql sub-package:

New key-value autocorrect: <bool> introduced for the NearText and Ask filters. The autocorrect is enabled only if Weaviate server has the text-spellcheck module enabled. If autocorrect is True the query is corrected before the query is made. Usage example:

# with 'nearText' filter
client.query\
    .get('Article', ['title', 'author'])\
    .near_text(
        {
            'concepts': ['Ecconomy'],
            'autocorrect': True
        }
    )
    # the concept should be corrected to 'Economy'
# with 'ask' filter
client.query\
    .get('Article', ['title', 'author'])\
    .with_ask(
        {
            'question': 'When was the last financial crysis?',
            'autocorrect': True
        }
    )
    # the question should be corrected to 'When was the last financial crisis?'

New method with_additional() is added to GET the _additional properties. Usage example:

# single additional property with this GraphQL query
'''
{
    Get {
        Article {
            title
            author
            _additional {
                id
            }
        }
    }
}
'''
client.query\
    .get('Article', ['title', 'author'])\
    .with_additional('id') # argument as `str`

# multiple additional property with this GraphQL query
'''
{
    Get {
        Article {
            title
            author
            _additional {
                id
                certainty
            }
        }
    }
}
'''
client.query\
    .get('Article', ['title', 'author'])\
    .with_additional(['id', 'certainty']) # argument as `List[str]`

# additional properties as clause with this GraphQL query
'''
{
    Get {
        Article {
            title
            author
            _additional {
                classification {
                    basedOn
                    classifiedFields
                    completed
                    id
                    scope
                }
            }
        }
    }
}
'''
client.query\
    .get('Article', ['title', 'author'])\
    .with_additional(
        {
            'classification' : [
                'basedOn',
                'classifiedFields',
                'completed',
                'id',
                'scope'
            ]
        }
    ) # argument as `Dict[str, List[str]]`

# or with this GraphQL query
'''
{
    Get {
        Article {
            title
            author
            _additional {
                classification {
                    completed
                }
            }
        }
    }
}
'''
client.query\
    .get('Article', ['title', 'author'])\
    .with_additional(
        {
            'classification' : 'completed'
        }
    ) # argument as `Dict[str, str]`

# additional properties as clause and clause settings with this GraphQL query
'''
{
    Get {
        Article {
            title
            author
            _additional {
                token (
                    properties: ["content"]
                    limit: 10
                    certainty: 0.8
                ) {
                    certainty
                    endPosition
                    entity
                    property
                    startPosition
                    word
                }
            }
        }
    }
}
'''
clause = {
    'token': [
        'certainty',
        'endPosition',
        'entity',
        'property',
        'startPosition',
        'word',
    ]
}
settings = {
    'properties': ["content"],  # is required
    'limit': 10,                # optional, int
    'certainty': 0.8            # optional, float
}
client.query\
    .get('Article', ['title', 'author'])\
    .with_additional(
        (clause, settings)
    ) # argument as `Tuple[Dict[str, List[str]], Dict[str, Any]]`

# if the desired clause does not match any example above, then the clause can always
# be converted to string before passing it to the `.with_additional` method

Version 3.1.1¶

Fixes in WCS class:
- Make WCS’s methods’ argument cluster_name case insensitive (lowercased inside the method) to match Weaviate Cloud Service’ naming convention, this fixes the error when Weaviate Cloud Service lowercases the cluster_name but the users are not aware of this and get the exception KeyError.

Version 3.1.0¶

New Batch methods:
- pop_object() / pop_reference() to remove and return an added object/reference from the Batch at position index (by default -1).
- empty_objects() / empty_references() to remove all the existing objects/references from the Batch instance.
- is_empty_objects() / is_empty_references() to check there are any objects/references in the Batch instance.
Fixes in WCS class:
- Authentication only with AuthClientPassword.
- The create() argument module is renamed to modules and can also be a list of modules to enable for the WCS cluster. The argument can be used on the PROD WCS too.
- The get_cluster_config() does not raise an exception if the cluster does not exist but returns a empty configuration.
- The delete_cluster() does not raise an exception if the cluster does not exist.
Add phoneNumber to the Weaviate’s primitive types. Thanks to GitHub user @cdpierse.
Bug fix in Connection.
Fix ConnectionError handling.
Optimization in weaviate.batch.requests and weaviate.connect.connection.

Version 3.0.0¶

weaviate.tools module is REMOVED.
- Batcher class is REMOVED.
- WCS class is moved from the weaviate.tools to the new module weaviate.wcs
- weaviate.tools.generate_uuid is REMOVED.
weaviate.util.generate_uuid5() is ADDED.
New Batch class implementation to replace the old one. This implementation uses the BatchRequest objects under the hood, which means that there is no need to create BatchRequest’s anymore. This new class implementation allows 3 different batch creations methods: manual, auto-create and auto-create with dynamic batching. See the Batch documentation for more information.
BatchRequest classes (ObjectsBatchRequest and ReferenceBatchRequest) are hidden from the user and should not be used anymore. This is due to the new Batch class implementation.
New Schema field is ADDED, “shardingConfig”. It can bu used with Weaviate version >= 1.6.0.
New method update_config() used to update mutable schema configuration (like efConstruction, …).