# Copyright 2015 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""User friendly container for Google Cloud Bigtable Table."""
from google.cloud._helpers import _to_bytes
from google.cloud.bigtable._generated import (
bigtable_pb2 as data_messages_v2_pb2)
from google.cloud.bigtable._generated import (
bigtable_table_admin_pb2 as table_admin_messages_v2_pb2)
from google.cloud.bigtable._generated import (
table_pb2 as table_v2_pb2)
from google.cloud.bigtable.column_family import _gc_rule_from_pb
from google.cloud.bigtable.column_family import ColumnFamily
from google.cloud.bigtable.row import AppendRow
from google.cloud.bigtable.row import ConditionalRow
from google.cloud.bigtable.row import DirectRow
from google.cloud.bigtable.row_data import PartialRowsData
[docs]class Table(object):
"""Representation of a Google Cloud Bigtable Table.
.. note::
We don't define any properties on a table other than the name.
The only other fields are ``column_families`` and ``granularity``,
The ``column_families`` are not stored locally and
``granularity`` is an enum with only one value.
We can use a :class:`Table` to:
* :meth:`create` the table
* :meth:`rename` the table
* :meth:`delete` the table
* :meth:`list_column_families` in the table
:type table_id: str
:param table_id: The ID of the table.
:type instance: :class:`Instance <.instance.Instance>`
:param instance: The instance that owns the table.
"""
def __init__(self, table_id, instance):
self.table_id = table_id
self._instance = instance
@property
def name(self):
"""Table name used in requests.
.. note::
This property will not change if ``table_id`` does not, but the
return value is not cached.
The table name is of the form
``"projects/../instances/../tables/{table_id}"``
:rtype: str
:returns: The table name.
"""
return self._instance.name + '/tables/' + self.table_id
[docs] def column_family(self, column_family_id, gc_rule=None):
"""Factory to create a column family associated with this table.
:type column_family_id: str
:param column_family_id: The ID of the column family. Must be of the
form ``[_a-zA-Z0-9][-_.a-zA-Z0-9]*``.
:type gc_rule: :class:`.GarbageCollectionRule`
:param gc_rule: (Optional) The garbage collection settings for this
column family.
:rtype: :class:`.ColumnFamily`
:returns: A column family owned by this table.
"""
return ColumnFamily(column_family_id, self, gc_rule=gc_rule)
[docs] def row(self, row_key, filter_=None, append=False):
"""Factory to create a row associated with this table.
.. warning::
At most one of ``filter_`` and ``append`` can be used in a
:class:`Row`.
:type row_key: bytes
:param row_key: The key for the row being created.
:type filter_: :class:`.RowFilter`
:param filter_: (Optional) Filter to be used for conditional mutations.
See :class:`.DirectRow` for more details.
:type append: bool
:param append: (Optional) Flag to determine if the row should be used
for append mutations.
:rtype: :class:`.DirectRow`
:returns: A row owned by this table.
:raises: :class:`ValueError <exceptions.ValueError>` if both
``filter_`` and ``append`` are used.
"""
if append and filter_ is not None:
raise ValueError('At most one of filter_ and append can be set')
if append:
return AppendRow(row_key, self)
elif filter_ is not None:
return ConditionalRow(row_key, self, filter_=filter_)
else:
return DirectRow(row_key, self)
def __eq__(self, other):
if not isinstance(other, self.__class__):
return False
return (other.table_id == self.table_id and
other._instance == self._instance)
def __ne__(self, other):
return not self.__eq__(other)
[docs] def create(self, initial_split_keys=None, column_families=()):
"""Creates this table.
.. note::
A create request returns a
:class:`._generated.table_pb2.Table` but we don't use
this response.
:type initial_split_keys: list
:param initial_split_keys: (Optional) List of row keys that will be
used to initially split the table into
several tablets (Tablets are similar to
HBase regions). Given two split keys,
``"s1"`` and ``"s2"``, three tablets will be
created, spanning the key ranges:
``[, s1)``, ``[s1, s2)``, ``[s2, )``.
:type column_families: list
:param column_families: (Optional) List or other iterable of
:class:`.ColumnFamily` instances.
"""
if initial_split_keys is not None:
split_pb = table_admin_messages_v2_pb2.CreateTableRequest.Split
initial_split_keys = [
split_pb(key=key) for key in initial_split_keys]
table_pb = None
if column_families:
table_pb = table_v2_pb2.Table()
for col_fam in column_families:
curr_id = col_fam.column_family_id
table_pb.column_families[curr_id].MergeFrom(col_fam.to_pb())
request_pb = table_admin_messages_v2_pb2.CreateTableRequest(
initial_splits=initial_split_keys or [],
parent=self._instance.name,
table_id=self.table_id,
table=table_pb,
)
client = self._instance._client
# We expect a `._generated.table_pb2.Table`
client._table_stub.CreateTable(request_pb)
[docs] def delete(self):
"""Delete this table."""
request_pb = table_admin_messages_v2_pb2.DeleteTableRequest(
name=self.name)
client = self._instance._client
# We expect a `google.protobuf.empty_pb2.Empty`
client._table_stub.DeleteTable(request_pb)
[docs] def list_column_families(self):
"""List the column families owned by this table.
:rtype: dict
:returns: Dictionary of column families attached to this table. Keys
are strings (column family names) and values are
:class:`.ColumnFamily` instances.
:raises: :class:`ValueError <exceptions.ValueError>` if the column
family name from the response does not agree with the computed
name from the column family ID.
"""
request_pb = table_admin_messages_v2_pb2.GetTableRequest(
name=self.name)
client = self._instance._client
# We expect a `._generated.table_pb2.Table`
table_pb = client._table_stub.GetTable(request_pb)
result = {}
for column_family_id, value_pb in table_pb.column_families.items():
gc_rule = _gc_rule_from_pb(value_pb.gc_rule)
column_family = self.column_family(column_family_id,
gc_rule=gc_rule)
result[column_family_id] = column_family
return result
[docs] def read_row(self, row_key, filter_=None):
"""Read a single row from this table.
:type row_key: bytes
:param row_key: The key of the row to read from.
:type filter_: :class:`.RowFilter`
:param filter_: (Optional) The filter to apply to the contents of the
row. If unset, returns the entire row.
:rtype: :class:`.PartialRowData`, :data:`NoneType <types.NoneType>`
:returns: The contents of the row if any chunks were returned in
the response, otherwise :data:`None`.
:raises: :class:`ValueError <exceptions.ValueError>` if a commit row
chunk is never encountered.
"""
request_pb = _create_row_request(self.name, row_key=row_key,
filter_=filter_)
client = self._instance._client
response_iterator = client._data_stub.ReadRows(request_pb)
rows_data = PartialRowsData(response_iterator)
rows_data.consume_all()
if rows_data.state not in (rows_data.NEW_ROW, rows_data.START):
raise ValueError('The row remains partial / is not committed.')
if len(rows_data.rows) == 0:
return None
return rows_data.rows[row_key]
[docs] def read_rows(self, start_key=None, end_key=None, limit=None,
filter_=None):
"""Read rows from this table.
:type start_key: bytes
:param start_key: (Optional) The beginning of a range of row keys to
read from. The range will include ``start_key``. If
left empty, will be interpreted as the empty string.
:type end_key: bytes
:param end_key: (Optional) The end of a range of row keys to read from.
The range will not include ``end_key``. If left empty,
will be interpreted as an infinite string.
:type limit: int
:param limit: (Optional) The read will terminate after committing to N
rows' worth of results. The default (zero) is to return
all results.
:type filter_: :class:`.RowFilter`
:param filter_: (Optional) The filter to apply to the contents of the
specified row(s). If unset, reads every column in
each row.
:rtype: :class:`.PartialRowsData`
:returns: A :class:`.PartialRowsData` convenience wrapper for consuming
the streamed results.
"""
request_pb = _create_row_request(
self.name, start_key=start_key, end_key=end_key, filter_=filter_,
limit=limit)
client = self._instance._client
response_iterator = client._data_stub.ReadRows(request_pb)
# We expect an iterator of `data_messages_v2_pb2.ReadRowsResponse`
return PartialRowsData(response_iterator)
[docs] def sample_row_keys(self):
"""Read a sample of row keys in the table.
The returned row keys will delimit contiguous sections of the table of
approximately equal size, which can be used to break up the data for
distributed tasks like mapreduces.
The elements in the iterator are a SampleRowKeys response and they have
the properties ``offset_bytes`` and ``row_key``. They occur in sorted
order. The table might have contents before the first row key in the
list and after the last one, but a key containing the empty string
indicates "end of table" and will be the last response given, if
present.
.. note::
Row keys in this list may not have ever been written to or read
from, and users should therefore not make any assumptions about the
row key structure that are specific to their use case.
The ``offset_bytes`` field on a response indicates the approximate
total storage space used by all rows in the table which precede
``row_key``. Buffering the contents of all rows between two subsequent
samples would require space roughly equal to the difference in their
``offset_bytes`` fields.
:rtype: :class:`~google.cloud.exceptions.GrpcRendezvous`
:returns: A cancel-able iterator. Can be consumed by calling ``next()``
or by casting to a :class:`list` and can be cancelled by
calling ``cancel()``.
"""
request_pb = data_messages_v2_pb2.SampleRowKeysRequest(
table_name=self.name)
client = self._instance._client
response_iterator = client._data_stub.SampleRowKeys(request_pb)
return response_iterator
def _create_row_request(table_name, row_key=None, start_key=None, end_key=None,
filter_=None, limit=None):
"""Creates a request to read rows in a table.
:type table_name: str
:param table_name: The name of the table to read from.
:type row_key: bytes
:param row_key: (Optional) The key of a specific row to read from.
:type start_key: bytes
:param start_key: (Optional) The beginning of a range of row keys to
read from. The range will include ``start_key``. If
left empty, will be interpreted as the empty string.
:type end_key: bytes
:param end_key: (Optional) The end of a range of row keys to read from.
The range will not include ``end_key``. If left empty,
will be interpreted as an infinite string.
:type filter_: :class:`.RowFilter`
:param filter_: (Optional) The filter to apply to the contents of the
specified row(s). If unset, reads the entire table.
:type limit: int
:param limit: (Optional) The read will terminate after committing to N
rows' worth of results. The default (zero) is to return
all results.
:rtype: :class:`data_messages_v2_pb2.ReadRowsRequest`
:returns: The ``ReadRowsRequest`` protobuf corresponding to the inputs.
:raises: :class:`ValueError <exceptions.ValueError>` if both
``row_key`` and one of ``start_key`` and ``end_key`` are set
"""
request_kwargs = {'table_name': table_name}
if (row_key is not None and
(start_key is not None or end_key is not None)):
raise ValueError('Row key and row range cannot be '
'set simultaneously')
range_kwargs = {}
if start_key is not None or end_key is not None:
if start_key is not None:
range_kwargs['start_key_closed'] = _to_bytes(start_key)
if end_key is not None:
range_kwargs['end_key_open'] = _to_bytes(end_key)
if filter_ is not None:
request_kwargs['filter'] = filter_.to_pb()
if limit is not None:
request_kwargs['rows_limit'] = limit
message = data_messages_v2_pb2.ReadRowsRequest(**request_kwargs)
if row_key is not None:
message.rows.row_keys.append(_to_bytes(row_key))
if range_kwargs:
message.rows.row_ranges.add(**range_kwargs)
return message