Synchronous vs Asynchronous
The
SSIS dataflow contain three types of transformations. They can be
non-blocking, semi-blocking or fully-blocking. Before I explain how you
can recognize these types and what their properties are its important to
know that all the dataflow components can be categorized to be either
synchronous or asynchronous.
· Synchronous components The output of an synchronous component uses the same buffer as the input.
Reusing of the input buffer is possible because the output of an
synchronous component always contain exactly the same number of records
as the input. Number of records IN == Number of records OUT.
· Asynchronous components The output of an asynchronous component uses a new buffer. It’s not possible to reuse the input buffer because an asynchronous component can have more or less output records then input records.
The
only thing you need to remember is that synchronous components reuse
buffers and therefore are generally faster than asynchronous components,
that need a new buffer.
All source adapters are asynchronous, they create two buffers; one for the success output and one for the error output. All destination adapters on the other hand, are synchronous.
Non-blocking, Semi-blocking and Fully-blocking
All source adapters are asynchronous, they create two buffers; one for the success output and one for the error output. All destination adapters on the other hand, are synchronous.
Non-blocking, Semi-blocking and Fully-blocking
In
the table below the differences between the three transformation types
are summarized. As you can see it’s not that hard to identify the three
types.
On the internet are a lot of large and complicated articles about this subject, but I think it’s enough to look at the core differences between the three types to understand their working and (dis)advantages:
On the internet are a lot of large and complicated articles about this subject, but I think it’s enough to look at the core differences between the three types to understand their working and (dis)advantages:
|
Non-blocking
|
Semi-blocking
|
Fully-blocking
|
Synchronous or asynchronous
|
Synchronous
|
Asynchronous
|
Asynchronous
|
Number of rows in == number of rows out
|
True
|
Usually False
|
Usually False
|
Must read all input before they can output
|
False
|
False
|
True
|
New buffer created?
|
False
|
True
|
True
|
New thread created?
|
False
|
Usually True
|
True
|
All SSIS transformations categorized:
Non-Blocking transformations | Semi-blocking transformations | Blocking transformations |
Audit | Data Mining Query | Aggregate |
Character Map | Merge | Fuzzy Grouping |
Conditional Split | Merge Join | Fuzzy Lookup |
Copy Column | Pivot | Row Sampling |
Data Conversion | Unpivot | Sort |
Derived Column | Term Lookup | Term Extraction |
Lookup | Union All | |
Multicast | ||
Percent Sampling | ||
Row Count | ||
Script Component | ||
Export Column | ||
Import Column | ||
Slowly Changing Dimension | ||
OLE DB Command |
Really very helpful article.
ReplyDeleteHelpful and easy to understand
ReplyDeleteI feel its a great post to describe and make people understand about SSIS operations.Thanks.
ReplyDelete