code stringlengths 66 870k | docstring stringlengths 19 26.7k | func_name stringlengths 1 138 | language stringclasses 1
value | repo stringlengths 7 68 | path stringlengths 5 324 | url stringlengths 46 389 | license stringclasses 7
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|---|---|---|---|---|---|---|---|
def apply(
self,
object: t.Union[Component, t.Sequence[t.Any], t.Any],
force: bool | None = None,
wait: bool = False,
jobs: bool = True,
):
"""
Add functionality in the form of components.
Components are stored in the configured artifact store
... |
Add functionality in the form of components.
Components are stored in the configured artifact store
and linked to the primary database through metadata.
:param object: Object to be stored.
:param force: Force apply.
:param wait: Wait for apply events.
:param jo... | apply | python | superduper-io/superduper | superduper/base/datalayer.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datalayer.py | Apache-2.0 |
def _filter_deletions_by_cascade(self, events: t.List[Delete]):
"""
Filter deletions by cascade.
:param events: List of events to filter.
"""
all_huuids = set(e.huuid for e in events)
lookup = {e.huuid: e for e in events}
graph = nx.DiGraph()
for e in e... |
Filter deletions by cascade.
:param events: List of events to filter.
| _filter_deletions_by_cascade | python | superduper-io/superduper | superduper/base/datalayer.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datalayer.py | Apache-2.0 |
def remove(
self,
component: str,
identifier: str,
recursive: bool = False,
force: bool = False,
):
"""
Remove a component (version optional).
:param component: Cmponent to remove ('Model', 'Listener', etc.)
:param identifier: Identifier of th... |
Remove a component (version optional).
:param component: Cmponent to remove ('Model', 'Listener', etc.)
:param identifier: Identifier of the component (refer to
`container.base.Component`).
:param recursive: Toggle to remove all descendants of the component.... | remove | python | superduper-io/superduper | superduper/base/datalayer.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datalayer.py | Apache-2.0 |
def load_all(self, component: str, **kwargs) -> t.List[Component]:
"""Load all instances of component.
:param component: Component class
:param kwargs: Addition key-value pairs to `self.load`
"""
identifiers = self.metadata.show_components(component=component)
out: t.Lis... | Load all instances of component.
:param component: Component class
:param kwargs: Addition key-value pairs to `self.load`
| load_all | python | superduper-io/superduper | superduper/base/datalayer.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datalayer.py | Apache-2.0 |
def load(
self,
component: str,
identifier: t.Optional[str] = None,
version: t.Optional[int] = None,
uuid: t.Optional[str] = None,
huuid: t.Optional[str] = None,
overrides: t.Dict | None = None,
component_cache: bool = True,
) -> Component:
"""... |
Load a component using uniquely identifying information.
If `uuid` is provided, `component` and `identifier` are ignored.
If `uuid` is not provided, `component` and `identifier` must be provided.
:param component: Type ID of the component to load
('datatype', ... | load | python | superduper-io/superduper | superduper/base/datalayer.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datalayer.py | Apache-2.0 |
def select_nearest(
self,
like: t.Union[t.Dict, Document],
vector_index: str,
ids: t.Optional[t.Sequence[str]] = None,
outputs: t.Optional[Document] = None,
n: int = 100,
) -> t.Tuple[t.List[str], t.List[float]]:
"""
Performs a vector search query on t... |
Performs a vector search query on the given vector index.
:param like: Vector search document to search.
:param vector_index: Vector index to search.
:param ids: (Optional) IDs to search within.
:param outputs: (Optional) Seed outputs dictionary.
:param n: Get top k res... | select_nearest | python | superduper-io/superduper | superduper/base/datalayer.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datalayer.py | Apache-2.0 |
def cfg(self, cfg: Config):
"""Set the configuration object for the datalayer."""
assert isreallyinstance(cfg, Config)
self._cfg = cfg | Set the configuration object for the datalayer. | cfg | python | superduper-io/superduper | superduper/base/datalayer.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datalayer.py | Apache-2.0 |
def encode_data(self, item, context):
"""Encode the given item into a bytes-like object or reference.
:param item: The object/instance to encode.
:param context: A context object containing caches.
""" | Encode the given item into a bytes-like object or reference.
:param item: The object/instance to encode.
:param context: A context object containing caches.
| encode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def decode_data(self, item, builds, db):
"""Decode the item from bytes.
:param item: The item to decode.
:param builds: The build-cache dictionary.
:param db: The datalayer.
""" | Decode the item from bytes.
:param item: The item to decode.
:param builds: The build-cache dictionary.
:param db: The datalayer.
| decode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def decode_data(self, item, builds, db):
"""Decode the item from `bytes`.
:param item: The item to decode.
:param builds: The build-cache dictionary.
:param db: The Datalayer.
"""
if isinstance(item, str) and item.startswith('?'):
key = item[1:]
i... | Decode the item from `bytes`.
:param item: The item to decode.
:param builds: The build-cache dictionary.
:param db: The Datalayer.
| decode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def decode_data(self, item, builds, db):
"""Decode the item from `bytes`.
:param item: The item to decode.
:param builds: The build cache.
:param db: The Datalayer.
""" | Decode the item from `bytes`.
:param item: The item to decode.
:param builds: The build cache.
:param db: The Datalayer.
| decode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def encode_data(self, item, context):
"""Encode the item as a list of floats.
:param item: The object/instance to encode.
:param context: A context object containing caches.
"""
if isinstance(item, numpy.ndarray):
item = item.tolist()
return item | Encode the item as a list of floats.
:param item: The object/instance to encode.
:param context: A context object containing caches.
| encode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def encode_data(self, item, context):
"""Encode the item as a JSON-compatible form or string.
:param item: The object/instance to encode.
:param context: A context object containing caches.
"""
try:
json.dumps(item)
except Exception:
raise TypeErr... | Encode the item as a JSON-compatible form or string.
:param item: The object/instance to encode.
:param context: A context object containing caches.
| encode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def hash_indescript(item):
"""Hash a range of items.
:param item: The item to hash.
"""
if inspect.isfunction(item):
module = item.__module__
try:
body = f'{module}\n{inspect.getsource(item)}'
return hashlib.sha256(body.encode()).hexdigest()
except OSErro... | Hash a range of items.
:param item: The item to hash.
| hash_indescript | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def decode_data(self, item, builds, db):
"""Decode the item from `bytes`.
:param item: The item to decode.
:param builds: The build cache
:param db: The datalayer.
"""
if isinstance(item, Blob):
return item
assert isinstance(item, str)
assert ... | Decode the item from `bytes`.
:param item: The item to decode.
:param builds: The build cache
:param db: The datalayer.
| decode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def encode_data(self, item, context):
"""Encode the item as a file path.
:param item: The object/instance to encode.
:param context: A context object containing caches.
"""
if isinstance(item, FileItem):
file = item
else:
assert os.path.exists(ite... | Encode the item as a file path.
:param item: The object/instance to encode.
:param context: A context object containing caches.
| encode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def decode_data(self, item, builds, db):
"""Decode the item placeholder.
:param item: The file path to decode.
:param builds: The build cache.
:param db: Datalayer.
"""
file_id = item.split(':')[-1]
path = db.artifact_store.get_file(file_id)
return FileIt... | Decode the item placeholder.
:param item: The file path to decode.
:param builds: The build cache.
:param db: Datalayer.
| decode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def decode_data(self, item, builds, db):
"""Decode the data.
:param item: The data to decode.
:param builds: The build cache
:param db: The datalayer.
"""
shape = self.shape
if isinstance(shape, int):
shape = (self.shape,)
return numpy.frombuf... | Decode the data.
:param item: The data to decode.
:param builds: The build cache
:param db: The datalayer.
| decode_data | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def get_hash(data):
"""Get the hash of the given data.
:param data: Data to hash.
"""
if isinstance(data, str):
bytes_ = data.encode()
elif isinstance(data, bytes):
bytes_ = data
else:
bytes_ = str(id(data)).encode()
return hashlib.sha1(bytes_).hexdigest() | Get the hash of the given data.
:param data: Data to hash.
| get_hash | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def setup(self):
"""Initialize the file to local disk."""
if self.path:
return
self.path = self.db.artifact_store.get_file(self.identifier) | Initialize the file to local disk. | setup | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def unpack(self):
"""Get the bytes out of the blob."""
if self.bytes is None:
self.setup()
return self.builder(self.bytes) | Get the bytes out of the blob. | unpack | python | superduper-io/superduper | superduper/base/datatype.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/datatype.py | Apache-2.0 |
def _update(r, s):
# TODO - how to deal with unordered sets?
"""
Update a dictionary with another dictionary, also nested.
>>> r = {'a': 1, 'b': {'c': 2, 'd': 3}}
>>> s = {'b': {'c': 4}}
>>> _update(r, s)
{'a': 1, 'b': {'c': 4, 'd': 3}}
"""
for k in s:
if isinstance(s[k], di... |
Update a dictionary with another dictionary, also nested.
>>> r = {'a': 1, 'b': {'c': 2, 'd': 3}}
>>> s = {'b': {'c': 4}}
>>> _update(r, s)
{'a': 1, 'b': {'c': 4, 'd': 3}}
| _update | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def get_bytes(self, file_id: str) -> bytes:
"""
Load bytes from artifact store.
:param file_id: Identifier of artifact in the store
"""
if file_id in self.blobs:
return self.blobs[file_id]
elif self.artifact_store:
return self.artifact_store.get_b... |
Load bytes from artifact store.
:param file_id: Identifier of artifact in the store
| get_bytes | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def get_file(self, file_id: str) -> str:
"""
Load file from artifact store and return path.
:param file_id: Identifier of artifact in the store
"""
if file_id in self.files:
return self.files[file_id]
elif self.artifact_store:
return self.artifact... |
Load file from artifact store and return path.
:param file_id: Identifier of artifact in the store
| get_file | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def map(self, fn, condition):
"""Map a function over the document.
:param fn: The function to map.
:param condition: The condition to map over.
"""
def _map(r):
if isinstance(r, dict):
out = {}
for k, v in r.items():
... | Map a function over the document.
:param fn: The function to map.
:param condition: The condition to map over.
| map | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def diff(self, other: 'Document'):
"""Get a `Document` with the difference to `other` inside.
:param other: Other `Document`.
"""
out: t.Dict = {}
_diff(self, other, out)
return Document(out, schema=self.schema) | Get a `Document` with the difference to `other` inside.
:param other: Other `Document`.
| diff | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def update(self, other: t.Union['Document', dict]):
"""Update document with values from other.
:param other: The other document to update with.
"""
schema = self.schema or Schema(fields={})
if isinstance(other, Document) and other.schema:
assert other.schema is not ... | Update document with values from other.
:param other: The other document to update with.
| update | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def encode(
self,
schema: t.Optional['Schema'] = None,
context: EncodeContext | None = None,
**kwargs,
) -> t.Dict:
"""Encode the document to a format that can be used in a database.
After encoding everything is a vanilla dictionary (JSON + bytes).
(Even a mo... | Encode the document to a format that can be used in a database.
After encoding everything is a vanilla dictionary (JSON + bytes).
(Even a model, or artifact etc..)
:param schema: The schema to use.
:param context: The encoding context.
:param kwargs: Additional encoding argumen... | encode | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def decode(
cls,
r,
schema: t.Optional['Schema'] = None,
db: t.Optional['Datalayer'] = None,
):
"""Converts any dictionary into a Document or a Leaf.
:param r: The encoded data.
:param schema: The schema to use.
:param db: The datalayer to use.
... | Converts any dictionary into a Document or a Leaf.
:param r: The encoded data.
:param schema: The schema to use.
:param db: The datalayer to use.
| decode | python | superduper-io/superduper | superduper/base/document.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/document.py | Apache-2.0 |
def batch_execute(
cls, events: t.List['Event'], db: 'Datalayer', batch_size: int | None = None
):
"""Execute the events in batch.
:param events: list of events.
:param db: Datalayer instance.
:param batch_size: size of the batch.
"""
for event in events:
... | Execute the events in batch.
:param events: list of events.
:param db: Datalayer instance.
:param batch_size: size of the batch.
| batch_execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def execute(
self,
db: 'Datalayer',
):
"""Execute the event.
:param db: Datalayer instance.
"""
raise NotImplementedError('Not relevant for this event class') | Execute the event.
:param db: Datalayer instance.
| execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def execute(
self,
db: 'Datalayer',
):
"""Execute the signal.
:param db: Datalayer instance.
"""
if self.msg.lower() == 'done':
db.cluster.compute.release_futures(self.context) | Execute the signal.
:param db: Datalayer instance.
| execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def execute(
self,
db: 'Datalayer',
):
"""Execute the change event.
:param db: Datalayer instance.
"""
raise NotImplementedError('Not relevant for this event class') | Execute the change event.
:param db: Datalayer instance.
| execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def batch_execute(
cls,
events: t.List['CreateTable'],
db: 'Datalayer',
batch_size: int | None = None,
):
"""Execute the create table events in batch.
:param events: list of create table events.
:param db: Datalayer instance.
"""
batch_size = ... | Execute the create table events in batch.
:param events: list of create table events.
:param db: Datalayer instance.
| batch_execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def execute(self, db: 'Datalayer'):
"""Execute the create event.
:param db: Datalayer instance.
"""
return db.metadata.create_table_and_schema(
identifier=self.identifier,
primary_id=self.primary_id,
schema=Schema.build(**self.fields),
is_... | Execute the create event.
:param db: Datalayer instance.
| execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def cluster_by_component(events: t.List['Create']):
"""Cluster events by component.
:param events: list of create events.
:return: list of create events clustered by component.
"""
clustered_events: t.Dict = defaultdict(list)
for event in events:
if event.com... | Cluster events by component.
:param events: list of create events.
:return: list of create events clustered by component.
| cluster_by_component | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def batch_execute(
cls,
events: t.List['PutComponent'],
db: 'Datalayer',
batch_size: int | None = None,
):
"""Execute the put component events in batch.
:param events: list of put component events
:param db: Datalayer instance.
:param batch_size: size... | Execute the put component events in batch.
:param events: list of put component events
:param db: Datalayer instance.
:param batch_size: size of the batch.
| batch_execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def execute(self, db: 'Datalayer'):
"""Execute the put on cluster event.
:param db: Datalayer instance.
"""
logging.info(
f'Putting {self.component}:'
f'{self.identifier}:{self.uuid} on {self.service}'
)
getattr(db.cluster, self.service).put_compo... | Execute the put on cluster event.
:param db: Datalayer instance.
| execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def execute(self, db: 'Datalayer'):
"""Execute the delete event.
:param db: Datalayer instance.
"""
try:
object = db.load(component=self.component, identifier=self.identifier)
object.cleanup()
db.metadata.delete_component(self.component, self.identifi... | Execute the delete event.
:param db: Datalayer instance.
| execute | python | superduper-io/superduper | superduper/base/event.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/event.py | Apache-2.0 |
def patcher(record):
"""Patch the logger to add the relative path of the file.
:param record: The log record.
"""
abs_path = record["file"].path
if abs_path.startswith(PROJECT_ROOT):
rel_path = os.path.relpath(abs_path, PROJECT_ROOT)
else:
rel_path = os.path.basename(abs_path)
... | Patch the logger to add the relative path of the file.
:param record: The log record.
| patcher | python | superduper-io/superduper | superduper/base/logger.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/logger.py | Apache-2.0 |
def wait(self, db: 'Datalayer', heartbeat: float = 1, timeout: int = 60):
"""Wait for the job to finish.
:param db: Datalayer instance
:param heartbeat: time to wait between checks
:param timeout: timeout in seconds
:raises Exception: if job remains uninitialized or pending for... | Wait for the job to finish.
:param db: Datalayer instance
:param heartbeat: time to wait between checks
:param timeout: timeout in seconds
:raises Exception: if job remains uninitialized or pending for more than timeout seconds
:raises Exception: if job fails
:raises Ex... | wait | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_args_kwargs(self, futures):
"""Get args and kwargs for job execution.
:param futures: dict of futures
"""
from superduper.backends.base.scheduler import Future
dependencies = []
if self.dependencies:
dependencies = [futures[k] for k in self.dependenc... | Get args and kwargs for job execution.
:param futures: dict of futures
| get_args_kwargs | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def fix(db, context: str):
"""Fix the job.
:param db: Datalayer instance
:param context: context of the job
"""
failed_jobs = (
db['Job']
.filter(
db['Job']['context'] == context, db['Job']['status'] == STATUS_FAILED
)
... | Fix the job.
:param db: Datalayer instance
:param context: context of the job
| fix | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def set_failed(self, db: 'Datalayer', reason: str, message: str | None = None):
"""Set the job status to failed.
:param db: Datalayer instance
:param reason: reason for failure
:param message: error message
"""
logging.info(f'Setting job status {self.job_id} to failed')
... | Set the job status to failed.
:param db: Datalayer instance
:param reason: reason for failure
:param message: error message
| set_failed | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def set_status(
self,
db: 'Datalayer',
status: str,
reason: str,
message: str | None = None,
was_broken: bool = False,
):
"""
Set the status of a job.
:param db: Datalayer instance
:param status: status to set
:param reason: re... |
Set the status of a job.
:param db: Datalayer instance
:param status: status to set
:param reason: reason for status change
:param message: message for status change
:param was_broken: whether the job was broken before
| set_status | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_status(self, db: 'Datalayer'):
"""Get the job status.
:param db: Datalayer instance
"""
j = db['Job'].get(job_id=self.job_id)
if j is None:
return STATUS_UNINITIALIZED
return j['status'], j['details'] | Get the job status.
:param db: Datalayer instance
| get_status | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def run(self, db: 'Datalayer'):
"""Run the job.
:param db: Datalayer instance
"""
was_broken = False
try:
status, details = self.get_status(db)
if status == STATUS_FAILED:
raise exceptions.InternalError(
'Upstream job f... | Run the job.
:param db: Datalayer instance
| run | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def save_output(self, db: 'Datalayer', result: t.Any):
"""Save the output of the job.
:param db: Datalayer instance
:param result: result of the job
"""
logging.info(f'Saving output for job {self.huuid}')
db['Job'].update({'job_id': self.job_id}, 'result', result)
... | Save the output of the job.
:param db: Datalayer instance
:param result: result of the job
| save_output | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def execute(
self,
db: 'Datalayer',
):
"""Execute the job event.
:param db: Datalayer instance
"""
entry = db['Job'].get(job_id=self.job_id)
if entry is None:
db.metadata.create_job(dict(self.dict()))
return db.cluster.compute.submit(self) | Execute the job event.
:param db: Datalayer instance
| execute | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def cache(self):
"""Context manager to enable and manage component class information caching."""
current_cache = _component_cache.get()
if current_cache is None:
token = _component_cache.set({})
else:
token = None
try:
yield
finally:
... | Context manager to enable and manage component class information caching. | cache | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def check_table_in_metadata(self, table: str):
"""Check if a table exists in the metadata store.
:param table: table name.
"""
if table in metaclasses:
return True
return table in self.db.databackend.list_tables() | Check if a table exists in the metadata store.
:param table: table name.
| check_table_in_metadata | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_primary_id(self, table: str):
"""Get the primary id of a table.
:param table: table name.
"""
pid = self.primary_ids.get(table)
if pid is None:
pid = self.get_component(component="Table", identifier=table, version=0)[
"primary_id"
... | Get the primary id of a table.
:param table: table name.
| get_primary_id | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def create_tables_and_schemas(self, events: t.List['CreateTable']):
"""Create a table and schema in the metadata store.
:param events: list of create table events.
"""
metadata_tables = [e for e in events if e.is_component]
main_tables = [e for e in events if not e.is_component]... | Create a table and schema in the metadata store.
:param events: list of create table events.
| create_tables_and_schemas | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def create_table_and_schema(
self,
identifier: str,
schema: 'Schema',
primary_id: str,
is_component: bool,
):
"""Create a table and schema in the metadata store.
:param identifier: table name
:param schema: schema of the table
:param primary_i... | Create a table and schema in the metadata store.
:param identifier: table name
:param schema: schema of the table
:param primary_id: primary id of the table
:param is_component: whether the table is a component
| create_table_and_schema | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def drop(self, force: bool = False):
"""Drop the metadata store.
:param force: whether to force drop the metadata store.
"""
if not force and not click.confirm(
'Are you sure you want to drop the metadata store?'
):
logging.warn('Aborting drop of metadata... | Drop the metadata store.
:param force: whether to force drop the metadata store.
| drop | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_schema(self, table: str):
"""Get the schema of a table.
:param table: table name.
"""
if table in metaclasses:
return metaclasses[table].class_schema
r = self._get_component_class_info(table)
fields = r['fields']
schema = Schema.build(**fiel... | Get the schema of a table.
:param table: table name.
| get_schema | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def create(self, cls: t.Type[Base]):
"""
Create a table in the metadata store.
:param cls: class to create
"""
try:
r = self._get_component_class_info(cls.__name__)
if r is not None:
return
except exceptions.NotFound:
p... |
Create a table in the metadata store.
:param cls: class to create
| create | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def delete_parent_child_relationships(
self, parent_component: str, parent_identifier: str
):
"""
Delete parent-child mappings.
:param parent_component: parent component type
:param parent_identifier: parent component identifier
"""
self.db['ParentChildAssoci... |
Delete parent-child mappings.
:param parent_component: parent component type
:param parent_identifier: parent component identifier
| delete_parent_child_relationships | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def create_component(self, info: t.Dict, path: str, raw: bool = True):
"""
Create a component in the metadata store.
:param info: dictionary containing information about the component.
:param path: path to the component class.
:param raw: whether to insert raw data.
"""
... |
Create a component in the metadata store.
:param info: dictionary containing information about the component.
:param path: path to the component class.
:param raw: whether to insert raw data.
| create_component | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def create_parent_child(
self,
parent_component: str,
parent_identifier: str,
parent_uuid: str,
child_component: str,
child_identifier: str,
child_uuid: str,
):
"""
Create a parent-child relationship between two components.
:param pare... |
Create a parent-child relationship between two components.
:param parent_component: parent component type
:param parent_identifier: parent component identifier
:param parent_uuid: parent uuid
:param child_component: child component type
:param child_identifier: child co... | create_parent_child | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def create_artifact_relation(self, component, identifier, uuid, artifact_ids):
"""
Create a relation between an artifact and a component version.
:param component: type of component
:param identifier: identifier of component
:param uuid: UUID of component version
:param ... |
Create a relation between an artifact and a component version.
:param component: type of component
:param identifier: identifier of component
:param uuid: UUID of component version
:param artifact_ids: artifact
| create_artifact_relation | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def delete_artifact_relation(
self, component: str, identifier: str, artifact_ids: t.List[str]
):
"""
Delete a relation between an artifact and a component version.
:param component: type of component
:param identifier: identifier of component
:param artifact_ids: ar... |
Delete a relation between an artifact and a component version.
:param component: type of component
:param identifier: identifier of component
:param artifact_ids: artifact ids
| delete_artifact_relation | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_artifact_relations_for_component(self, component, identifier):
"""
Get all relations between an artifact and a component version.
:param component: type of component
:param identifier: identifier of component
"""
t = self.db['ArtifactRelations']
relations... |
Get all relations between an artifact and a component version.
:param component: type of component
:param identifier: identifier of component
| get_artifact_relations_for_component | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def set_component_failed(
self,
component: str,
uuid: str,
failed_child: t.Tuple[str, t.Dict] | None = None,
message: str | None = None,
reason: str | None = None,
context: str | None = None,
):
"""
Set the status of a component to failed.
... |
Set the status of a component to failed.
:param component: type of component
:param uuid: ``Component.uuid``
:param failed_child: child to fail
:param message: error message
:param reason: reason for failure
:param context: context of the failure
| set_component_failed | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def set_component_fixed(
self,
component: str,
uuid: str,
fixed_child: str,
):
"""
Set the status of a component to fixed.
:param component: type of component
:param uuid: ``Component.uuid``
:param fixed_child: Child to fix
"""
... |
Set the status of a component to fixed.
:param component: type of component
:param uuid: ``Component.uuid``
:param fixed_child: Child to fix
| set_component_fixed | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def set_component_status(
self,
component: str,
uuid: str,
status: str,
reason: str,
message: str | None = None,
):
"""
Set the status of a component.
:param component: type of component
:param uuid: ``Component.uuid``
:param s... |
Set the status of a component.
:param component: type of component
:param uuid: ``Component.uuid``
:param status: Status to set
:param reason: reason for status change
:param message: message for status change
| set_component_status | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def show_jobs(self, component: str, identifier: str, status: str | None = None):
"""
Show all jobs in the metadata store.
:param component: type of component
:param identifier: identifier of component
:param status: status of job
"""
filters = [
self.... |
Show all jobs in the metadata store.
:param component: type of component
:param identifier: identifier of component
:param status: status of job
| show_jobs | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def show_components(self, component: str | None = None):
"""
Show all components in the metadata store.
:param component: type of component
"""
if component is None:
out = []
t = self.db['Table']
components = t.filter(t['is_component'] == Tru... |
Show all components in the metadata store.
:param component: type of component
| show_components | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def show_status(self, component: str, identifier: str | None = None):
"""
Show the status of a component.
:param component: type of component
:param identifier: identifier of component
"""
if component is None:
raise exceptions.NotFound(component, identifier)... |
Show the status of a component.
:param component: type of component
:param identifier: identifier of component
| show_status | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def show_cdc_tables(self):
"""List the tables used for CDC."""
metadata = self.db['Table'].execute()
cdc_classes = []
for r in metadata:
if r['path'] is None:
continue
cls = import_object(r['path'])
r = r.unpack()
if issubc... | List the tables used for CDC. | show_cdc_tables | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def show_cdcs(self, table):
"""
Show the ``CDC`` components running on a given table.
:param table: ``Table`` to consider.
"""
cdc_classes = []
metadata = self.db['Table'].execute()
for r in metadata:
if r['path'] is None:
continue
... |
Show the ``CDC`` components running on a given table.
:param table: ``Table`` to consider.
| show_cdcs | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def show_component_versions(self, component: str, identifier: str):
"""
Show all versions of a component in the metadata store.
:param component: type of component
:param identifier: identifier of component
"""
t = self.db[component]
return t.filter(t['identifier... |
Show all versions of a component in the metadata store.
:param component: type of component
:param identifier: identifier of component
| show_component_versions | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_uuid(self, component: str, identifier: str, version: int):
"""
Get the UUID of a component version.
:param component: type of component
:param identifier: identifier of component
:param version: version of component
"""
t = self.db[component]
r = ... |
Get the UUID of a component version.
:param component: type of component
:param identifier: identifier of component
:param version: version of component
| get_uuid | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def component_version_has_parents(
self, component: str, identifier: str, version: int
):
"""
Check if a component version has parents.
:param component: type of component
:param identifier: identifier of component
:param version: version of component
"""
... |
Check if a component version has parents.
:param component: type of component
:param identifier: identifier of component
:param version: version of component
| component_version_has_parents | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_latest_version(
self, component: str, identifier: str, allow_hidden: bool = False
):
"""
Get the latest version of a component.
:param component: type of component
:param identifier: identifier of component
:param allow_hidden: whether to allow hidden compone... |
Get the latest version of a component.
:param component: type of component
:param identifier: identifier of component
:param allow_hidden: whether to allow hidden components
| get_latest_version | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_latest_versions(self):
"""Get the latest versions of a component."""
components = self.show_components()
out = []
for component in components:
t = self.db[component['component']]
q = t.filter(t['identifier'] == component['identifier']).select(
... | Get the latest versions of a component. | get_latest_versions | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_component_by_uuid(self, component: str, uuid: str):
"""Get a component by UUID.
:param component: type of component
:param uuid: UUID of component
"""
r = None
if r is None:
r = self.db[component].get(uuid=uuid, raw=True)
if r is None:
... | Get a component by UUID.
:param component: type of component
:param uuid: UUID of component
| get_component_by_uuid | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_component(
self,
component: str,
identifier: str,
version: t.Optional[int] = None,
) -> t.Dict[str, t.Any]:
"""
Get a component from the metadata store.
:param component: type of component
:param identifier: identifier of component
:pa... |
Get a component from the metadata store.
:param component: type of component
:param identifier: identifier of component
:param version: version of component
| get_component | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_component_parents(self, component: str, identifier: str):
"""
Get the parents of a component.
:param component: type of component
:param identifier: identifier of component
"""
t = self.db['ParentChildAssociations']
q = t.filter(
t['child_comp... |
Get the parents of a component.
:param component: type of component
:param identifier: identifier of component
| get_component_parents | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def get_component_version_parents(self, uuid: str):
"""
Get the parents of a component version.
:param uuid: unique identifier of component version
"""
t = self.db['ParentChildAssociations']
q = t.filter(t['child_uuid'] == uuid).select('parent_component', 'parent_uuid')
... |
Get the parents of a component version.
:param uuid: unique identifier of component version
| get_component_version_parents | python | superduper-io/superduper | superduper/base/metadata.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/metadata.py | Apache-2.0 |
def bind(f):
"""Bind a method to a query object.
:param f: The method to bind.
"""
@functools.wraps(f)
def decorated(self, *args, **kwargs):
out = f(self, *args, **kwargs)
children = self.mapping[f.__name__]
for method in children:
out._bind_base_method(method, ... | Bind a method to a query object.
:param f: The method to bind.
| bind | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def insert(self: 'Query', documents, raw: bool = False):
"""Insert documents into the table.
# noqa
"""
# FIXME: Access to a protected member _do_insert of a class
out = self.db.databackend.do_insert(self.table, documents, raw=raw)
self.db._post_query(self.table, ids=out, type_='insert')
re... | Insert documents into the table.
# noqa
| insert | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def update(self, condition: t.Dict, key: str, value: t.Any):
"""Update documents in the table.
# noqa
"""
db = route_db(self.db, self.table)
s = self.db.metadata.get_schema(self.table)
datatype = None
if isinstance(s[key], BaseDataType):
datatype = s[key]
out = db.databackend.do... | Update documents in the table.
# noqa
| update | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def outputs(self, *predict_ids):
"""Add outputs to the query.
# noqa
:param predict_ids: The predict_ids to add. # noqa
"""
d: Decomposition = self.decomposition
assert not d.outputs
d.outputs = QueryPart('outputs', predict_ids, {})
return d.to_query() | Add outputs to the query.
# noqa
:param predict_ids: The predict_ids to add. # noqa
| outputs | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def get(self, raw: bool = False, decode: bool = False, **kwargs):
"""Get a single row of data.
# noqa
"""
query = self
if kwargs:
filters = []
t = self.db[self.table]
for k, v in kwargs.items():
filters.append(t[k] == v)
query = self.filter(*filters)
... | Get a single row of data.
# noqa
| get | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def ids(self):
"""Get the primary ids of the query.
# noqa
"""
msg = '.ids only applicable to select queries'
assert self.type == 'select', msg
q = self.select(self.primary_id)
pid = self.primary_id.execute()
results = q.execute()
return [str(r[pid]) for r in results] | Get the primary ids of the query.
# noqa
| ids | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def distinct(self, key: str):
"""Get distinct values of a column.
# noqa
"""
q = self.select(key)
msg = '.distinct only applicable to select queries'
assert self.type == 'select', msg
q = self.select(key)
results = q.execute()
return list(set([r[key] for r in results])) | Get distinct values of a column.
# noqa
| distinct | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def chunks(self, n: int):
"""Split a query into chunks of size n.
# noqa
:param n: The size of the chunks.
"""
assert self.type == 'select'
t = self.db[self.table]
ids = self.select(t.primary_id).execute()
for i in range(0, len(ids), n):
yield self.subset(ids[i : i + n]) | Split a query into chunks of size n.
# noqa
:param n: The size of the chunks.
| chunks | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def select(self, *cols):
"""Create a select query selecting certain fields/ cols.
# noqa
:param cols: The columns to select.
>>> from superduper import superduper
>>> db = superduper()
>>> db['table'].insert({'col': 1, 'other': 2})
>>> results = db['table'].select('col').execute()
>>>... | Create a select query selecting certain fields/ cols.
# noqa
:param cols: The columns to select.
>>> from superduper import superduper
>>> db = superduper()
>>> db['table'].insert({'col': 1, 'other': 2})
>>> results = db['table'].select('col').execute()
>>> list(results[0].keys())
['c... | select | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def filter(self, *filters):
"""Create a filter query.
# noqa
:param filters: The filters to apply.
>>> from superduper import superduper
>>> db = superduper()
>>> t = db['table']
>>> t.insert({'col': 1})
>>> results = t.filter(t['col'] == 1, t['col'] > 0).execute()
>>> len(results... | Create a filter query.
# noqa
:param filters: The filters to apply.
>>> from superduper import superduper
>>> db = superduper()
>>> t = db['table']
>>> t.insert({'col': 1})
>>> results = t.filter(t['col'] == 1, t['col'] > 0).execute()
>>> len(results)
1
| filter | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def stringify(self, documents, queries):
"""Stringify the query.
:param documents: The documents to stringify.
:param queries: The queries to stringify.
"""
parts = []
for part in self.parts:
if isinstance(part, str):
if part == 'primary_id':
... | Stringify the query.
:param documents: The documents to stringify.
:param queries: The queries to stringify.
| stringify | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def tables(self):
"""Tables contained in the ``Query`` object."""
out = []
for part in self.parts:
if part.name == 'outputs':
out.extend([f'{CFG.output_prefix}{x}' for x in part.args])
out.append(self.table)
return list(set(out)) | Tables contained in the ``Query`` object. | tables | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def dict(self, *args, **kwargs):
"""Return the query as a dictionary.
:param args: Additional arguments.
:param kwargs: Additional keyword arguments.
"""
documents = []
queries = []
_stringify(self, documents=documents, queries=queries)
query = '\n'.join(... | Return the query as a dictionary.
:param args: Additional arguments.
:param kwargs: Additional keyword arguments.
| dict | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def subset(self, ids: t.Sequence[str]):
"""Subset the query based on primary ids.
:param ids: The primary ids to subset on.
"""
assert self.type == 'select'
# mypy nonsense
from superduper.base.datalayer import Datalayer
assert isinstance(self.db, Datalayer)
... | Subset the query based on primary ids.
:param ids: The primary ids to subset on.
| subset | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def execute(self, raw: bool = False, decode: bool = False):
"""Execute the query.
:param raw: Whether to return raw results.
:param decode: Whether to decode the results.
"""
db = route_db(self.db, self.table) # type: ignore
if self.parts and self.parts[0] == 'primary_i... | Execute the query.
:param raw: Whether to return raw results.
:param decode: Whether to decode the results.
| execute | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def parse_query(
query: t.Union[str, list],
documents: t.Sequence[t.Any] = (),
db: t.Optional['Datalayer'] = None,
):
"""Parse a string query into a query object.
:param query: The query to parse.
:param documents: The documents to query.
:param db: The datalayer to use to execute the query... | Parse a string query into a query object.
:param query: The query to parse.
:param documents: The documents to query.
:param db: The datalayer to use to execute the query.
| parse_query | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def route_db(db: "Datalayer", table) -> "Datalayer":
"""Route the database to the correct datalayer.
:param db: The datalayer to use.
:param table: The table to use.
"""
assert db is not None
if db.metadata.check_table_in_metadata(table):
db = db.metadata.db
return db | Route the database to the correct datalayer.
:param db: The datalayer to use.
:param table: The table to use.
| route_db | python | superduper-io/superduper | superduper/base/query.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/query.py | Apache-2.0 |
def parse(spec):
"""Parse a schema from a string.
:param spec: The string to parse.
"""
parts = dict([tuple(x.strip().split('=')) for x in spec.split('|')])
fields = {k: INBUILT_DATATYPES[v] for k, v in parts.items()}
return Schema(fields) | Parse a schema from a string.
:param spec: The string to parse.
| parse | python | superduper-io/superduper | superduper/base/schema.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/schema.py | Apache-2.0 |
def build(**fields: t.Dict[str, str]) -> 'Schema':
"""Build a schema from a dictionary of fields.
:param fields: The fields of the schema
# noqa
"""
from superduper.base.datatype import INBUILT_DATATYPES
fields = {k: INBUILT_DATATYPES[fields[k]] for k in fields}
... | Build a schema from a dictionary of fields.
:param fields: The fields of the schema
# noqa
| build | python | superduper-io/superduper | superduper/base/schema.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/schema.py | Apache-2.0 |
def trivial(self):
"""Determine if the schema contains only trivial fields."""
return not any(
[isreallyinstance(v, BaseDataType) for v in self.fields.values()]
) | Determine if the schema contains only trivial fields. | trivial | python | superduper-io/superduper | superduper/base/schema.py | https://github.com/superduper-io/superduper/blob/master/superduper/base/schema.py | Apache-2.0 |
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