Reference documentation and code samples for the Cloud Bigtable Client class Filter.
This class houses static factory methods which can be used to create a hierarchy of filters for use with Table::checkAndMutateRow() or Table::readRows().
Filters are used to take an input row and produce an alternate view of the row based on the specified rules. For example, a filter might trim down a row to include just the cells from columns matching a given regular expression, or might return all the cells of a row but not their values. More complicated filters can be composed out of these components to express requests such as, "within every column of a particular family, give just the two most recent cells which are older than timestamp X."
There are two broad categories of filters (true filters and transformers), as well as two ways to compose simple filters into more complex ones (chains and interleaves). They work as follows:
True filters alter the input row by excluding some of its cells wholesale
from the output row. An example of a true filter is
Filter\Builder\ValueFilter::regex(), which excludes
cells whose values don't match the specified pattern. All regex true filters
use RE2 syntax in raw byte mode
(RE2::Latin1), and are evaluated as full matches. An important point to keep
in mind is that RE2(.) is equivalent by default to RE2([^\n]), meaning
that it does not match newlines.
Transformers alter the input row by changing the values of some of its cells in the output, without excluding them completely. An example of such a transformer is Filter\Builder\ValueFilter::strip().
The total serialized size of a filter message must not exceed 4096 bytes, and filters may not be nested within each other (in Chains or Interleaves) to a depth of more than 20.
Example:
use Google\Cloud\Bigtable\BigtableClient;
use Google\Cloud\Bigtable\Filter;
$bigtable = new BigtableClient();
$table = $bigtable->table('my-instance', 'my-table');
$rowFilter = Filter::chain()
->addFilter(Filter::qualifier()->regex('prefix.*'))
->addFilter(Filter::limit()->cellsPerRow(10));
$rows = $table->readRows([
'filter' => $rowFilter
]);
foreach ($rows as $row) {
print_r($row) . PHP_EOL;
}
Namespace
Google \ Cloud \ BigtableMethods
static::chain
Creates an empty chain filter.
Filters can be added to the chain by invoking Filter\ChainFilter::addFilter().
The filters are applied in sequence, progressively narrowing the results. The full chain is executed atomically.
Conceptually, the process looks like the following:
in row -> filter0 -> intermediate row -> filter1 -> ... -> filterN -> out row.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::chain()
->addFilter(Filter::qualifier()->regex('prefix.*'))
->addFilter(Filter::limit()->cellsPerRow(10));
| Returns | |
|---|---|
| Type | Description |
Filter\ChainFilter |
|
static::interleave
Creates an empty interleave filter.
Filters can be added to the interleave by invoking Filter\InterleaveFilter::addFilter().
The supplied filters all process a copy of the input row, and the results are pooled, sorted, and combined into a single output row. If multiple cells are produced with the same column and timestamp, they will all appear in the output row in an unspecified mutual order. The full chain is executed atomically.
Consider the following example, with three filters:
input row
|
-----------------------------------------------------
| | |
filter1 filter2 filter3
| | |
1: foo,bar,10,x foo,bar,10,z far,bar,7,a
2: foo,blah,11,z far,blah,5,x far,blah,5,x
| | |
-----------------------------------------------------
|
1: foo,bar,10,z // could have switched with #2
2: foo,bar,10,x // could have switched with #1
3: foo,blah,11,z
4: far,bar,7,a
5: far,blah,5,x // identical to #6
6: far,blah,5,x // identical to #5
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::interleave()
->addFilter(Filter::key()->regex('prefix.*'))
->addFilter(Filter::sink());
| Returns | |
|---|---|
| Type | Description |
Filter\InterleaveFilter |
|
static::condition
Creates a condition filter.
If the result of predicate filter outputs any cells the filter configured by Filter\ConditionFilter::then() will be applied. Conversely, if the predicate results in no cells, the filter configured by Filter\ConditionFilter::otherwise() will then be applied instead.
IMPORTANT NOTE: The predicate filter does not execute atomically with the Filter\ConditionFilter::then() and Filter\ConditionFilter::otherwise() filters, which may lead to inconsistent or unexpected results. Additionally, Filter\ConditionFilter may have poor performance, especially when filters are set for the Filter\ConditionFilter::otherwise().
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::condition(Filter::key()->regex('prefix.*'))
->then(Filter::label('hasPrefix'))
->otherwise(Filter::value()->strip());
| Parameter | |
|---|---|
| Name | Description |
predicateFilter |
Filter\FilterInterface
A predicate filter. |
| Returns | |
|---|---|
| Type | Description |
Filter\ConditionFilter |
|
static::key
Returns a builder used to configure row key filters.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::key()
->regex('prefix.*');
| Returns | |
|---|---|
| Type | Description |
Filter\Builder\KeyFilter |
|
static::family
Returns a builder used to configure column family filters.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::family()
->regex('prefix.*');
| Returns | |
|---|---|
| Type | Description |
Filter\Builder\FamilyFilter |
|
static::qualifier
Returns a builder used to configure column qualifier filters.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::qualifier()
->regex('prefix.*');
| Returns | |
|---|---|
| Type | Description |
Filter\Builder\QualifierFilter |
|
static::timestamp
Returns a builder used to configure timestamp related filters.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::timestamp()
->range()
->of(1536766964380000, 1536766964383000);
| Returns | |
|---|---|
| Type | Description |
Filter\Builder\TimestampFilter |
|
static::value
Returns a builder used to configure value related filters.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::value()
->range()
->of('a', 'z');
| Returns | |
|---|---|
| Type | Description |
Filter\Builder\ValueFilter |
|
static::offset
Returns a builder used to configure offset related filters.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::offset()
->cellsPerRow(1);
| Returns | |
|---|---|
| Type | Description |
Filter\Builder\OffsetFilter |
|
static::limit
Returns a builder used to configure limit related filters.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::limit()
->cellsPerRow(1);
| Returns | |
|---|---|
| Type | Description |
Filter\Builder\LimitFilter |
|
static::pass
Matches all cells, regardless of input. Functionally equivalent to having no filter.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::pass();
| Returns | |
|---|---|
| Type | Description |
Filter\SimpleFilter |
|
static::block
Does not match any cells, regardless of input. Useful for temporarily disabling just part of a filter.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::block();
| Returns | |
|---|---|
| Type | Description |
Filter\SimpleFilter |
|
static::sink
Outputs all cells directly to the output of the read rather than to any parent filter. For advanced usage, see comments in for more detail.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::sink();
| Returns | |
|---|---|
| Type | Description |
Filter\SimpleFilter |
|
static::label
Applies the given label to all cells in the output row. This allows the caller to determine which results were produced from which part of the filter.
Due to technical limitation, it is not currently possible to apply multiple labels to a cell. As a result, a Filter\ChainFilter may have no more than one sub-filter which contains a label. It is okay for a Filter\InterleaveFilter to contain multiple labels, as they will be applied to separate copies of the input. This may be relaxed in the future.
Example:
use Google\Cloud\Bigtable\Filter;
$rowFilter = Filter::label('my-label');
| Parameter | |
|---|---|
| Name | Description |
value |
string
The label to apply. |
| Returns | |
|---|---|
| Type | Description |
Filter\SimpleFilter |
|