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Snapshot(
session,
read_timestamp=None,
min_read_timestamp=None,
max_staleness=None,
exact_staleness=None,
multi_use=False,
transaction_id=None,
)
Allow a set of reads / SQL statements with shared staleness.
If no options are passed, reads will use the strong
model, reading
at a timestamp where all previously committed transactions are visible.
Parameters |
|
---|---|
Name | Description |
session |
Session
The session used to perform the commit. |
read_timestamp |
Execute all reads at the given timestamp. |
min_read_timestamp |
Execute all reads at a timestamp >= |
max_staleness |
Read data at a timestamp >= NOW - |
exact_staleness |
Execute all reads at a timestamp that is |
multi_use |
If true, multiple |
Methods
begin
begin()
Begin a read-only transaction on the database.
Exceptions | |
---|---|
Type | Description |
ValueError |
if the transaction is already begun, committed, or rolled back. |
Returns | |
---|---|
Type | Description |
bytes |
the ID for the newly-begun transaction. |
execute_sql
execute_sql(
sql,
params=None,
param_types=None,
query_mode=None,
query_options=None,
request_options=None,
partition=None,
retry=_MethodDefault._DEFAULT_VALUE,
timeout=_MethodDefault._DEFAULT_VALUE,
data_boost_enabled=False,
directed_read_options=None,
column_info=None,
)
Perform an ExecuteStreamingSql
API request.
Parameters | |
---|---|
Name | Description |
sql |
str
SQL query statement |
params |
dict, {str -> column value}
values for parameter replacement. Keys must match the names used in |
param_types |
dict[str -> Union[dict, .types.Type]]
(Optional) maps explicit types for one or more param values; required if parameters are passed. |
query_mode |
QueryMode
Mode governing return of results / query plan. See: |
query_options |
QueryOptions or
(Optional) Query optimizer configuration to use for the given query. If a dict is provided, it must be of the same form as the protobuf message QueryOptions |
request_options |
RequestOptions
(Optional) Common options for this request. If a dict is provided, it must be of the same form as the protobuf message RequestOptions. |
partition |
bytes
(Optional) one of the partition tokens returned from |
retry |
(Optional) The retry settings for this request. |
timeout |
float
(Optional) The timeout for this request. |
directed_read_options |
DirectedReadOptions or
(Optional) Request level option used to set the directed_read_options for all ReadRequests and ExecuteSqlRequests that indicates which replicas or regions should be used for non-transactional reads or queries. |
column_info |
dict
(Optional) dict of mapping between column names and additional column information. An object where column names as keys and custom objects as corresponding values for deserialization. It's specifically useful for data types like protobuf where deserialization logic is on user-specific code. When provided, the custom object enables deserialization of backend-received column data. If not provided, data remains serialized as bytes for Proto Messages and integer for Proto Enums. |
Exceptions | |
---|---|
Type | Description |
ValueError |
for reuse of single-use snapshots, or if a transaction ID is already pending for multiple-use snapshots. |
Returns | |
---|---|
Type | Description |
StreamedResultSet |
a result set instance which can be used to consume rows. |
partition_query
partition_query(
sql,
params=None,
param_types=None,
partition_size_bytes=None,
max_partitions=None,
*,
retry=_MethodDefault._DEFAULT_VALUE,
timeout=_MethodDefault._DEFAULT_VALUE
)
Perform a PartitionQuery
API request.
Parameters | |
---|---|
Name | Description |
sql |
str
SQL query statement |
params |
dict, {str -> column value}
values for parameter replacement. Keys must match the names used in |
param_types |
dict[str -> Union[dict, .types.Type]]
(Optional) maps explicit types for one or more param values; required if parameters are passed. |
partition_size_bytes |
int
(Optional) desired size for each partition generated. The service uses this as a hint, the actual partition size may differ. |
max_partitions |
int
(Optional) desired maximum number of partitions generated. The service uses this as a hint, the actual number of partitions may differ. |
retry |
(Optional) The retry settings for this request. |
timeout |
float
(Optional) The timeout for this request. |
Exceptions | |
---|---|
Type | Description |
ValueError |
for single-use snapshots, or if a transaction ID is already associated with the snapshot. |
Returns | |
---|---|
Type | Description |
iterable of bytes |
a sequence of partition tokens |
partition_read
partition_read(
table,
columns,
keyset,
index="",
partition_size_bytes=None,
max_partitions=None,
*,
retry=_MethodDefault._DEFAULT_VALUE,
timeout=_MethodDefault._DEFAULT_VALUE
)
Perform a PartitionRead
API request for rows in a table.
Parameters | |
---|---|
Name | Description |
table |
str
name of the table from which to fetch data |
columns |
list of str
names of columns to be retrieved |
keyset |
KeySet
keys / ranges identifying rows to be retrieved |
index |
str
(Optional) name of index to use, rather than the table's primary key |
partition_size_bytes |
int
(Optional) desired size for each partition generated. The service uses this as a hint, the actual partition size may differ. |
max_partitions |
int
(Optional) desired maximum number of partitions generated. The service uses this as a hint, the actual number of partitions may differ. |
retry |
(Optional) The retry settings for this request. |
timeout |
float
(Optional) The timeout for this request. |
Exceptions | |
---|---|
Type | Description |
ValueError |
for single-use snapshots, or if a transaction ID is already associated with the snapshot. |
Returns | |
---|---|
Type | Description |
iterable of bytes |
a sequence of partition tokens |
read
read(
table,
columns,
keyset,
index="",
limit=0,
partition=None,
request_options=None,
data_boost_enabled=False,
directed_read_options=None,
*,
retry=_MethodDefault._DEFAULT_VALUE,
timeout=_MethodDefault._DEFAULT_VALUE,
column_info=None
)
Perform a StreamingRead
API request for rows in a table.
Parameters | |
---|---|
Name | Description |
table |
str
name of the table from which to fetch data |
columns |
list of str
names of columns to be retrieved |
keyset |
KeySet
keys / ranges identifying rows to be retrieved |
index |
str
(Optional) name of index to use, rather than the table's primary key |
limit |
int
(Optional) maximum number of rows to return. Incompatible with |
partition |
bytes
(Optional) one of the partition tokens returned from |
request_options |
RequestOptions
(Optional) Common options for this request. If a dict is provided, it must be of the same form as the protobuf message RequestOptions. Please note, the |
retry |
(Optional) The retry settings for this request. |
timeout |
float
(Optional) The timeout for this request. |
directed_read_options |
DirectedReadOptions or
(Optional) Request level option used to set the directed_read_options for all ReadRequests and ExecuteSqlRequests that indicates which replicas or regions should be used for non-transactional reads or queries. |
column_info |
dict
(Optional) dict of mapping between column names and additional column information. An object where column names as keys and custom objects as corresponding values for deserialization. It's specifically useful for data types like protobuf where deserialization logic is on user-specific code. When provided, the custom object enables deserialization of backend-received column data. If not provided, data remains serialized as bytes for Proto Messages and integer for Proto Enums. |
Exceptions | |
---|---|
Type | Description |
ValueError |
for reuse of single-use snapshots, or if a transaction ID is already pending for multiple-use snapshots. |
Returns | |
---|---|
Type | Description |
StreamedResultSet |
a result set instance which can be used to consume rows. |