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Episode #1.0.2 (2016-05-22) Level: Intermediate
OctoLab Cookbook
How to generate a unique key
for a sequence
The context
timestamp payment currency
18.03.2016 09:22:23 100 USD
18.03.2016 09:21:02 50 EUR
18.03.2016 09:19:46 10 USD
08.03.2016 09:31:03 10 USD
07.03.2016 22:52:17 145 USD
18.02.2016 23:17:25 35 EUR
Import CSV from tinkoff.ru to TCA application
The problem
Merging
timestamp payment currency
18.03.2016 09:22:23 100 USD
18.03.2016 09:21:02 50 EUR
18.03.2016 09:19:46 10 USD
timestamp payment currency
18.03.2016 09:19:46 10 USD
08.03.2016 09:31:03 10 USD
07.03.2016 22:52:17 145 USD
18.02.2016 23:17:25 35 EUR
timestamp payment currency
18.02.2016 23:17:25 35 EUR
17.02.2016 19:49:59 11 USD
02.02.2016 17:58:36 9 USD
a first imported CSV file
a second imported CSV file
a third imported CSV file
The solution
- first iteration: simple, unique key constraint
$table->addUniqueIndex([‘timestamp’,‘payment’,‘currency’]);
timestamp payment currency
22.02.2016 20:36:33 15 USD
22.02.2016 19:25:14 25 USD
22.02.2016 00:00:00 0,1 USD
22.02.2016 00:00:00 0,1 USD
21.02.2016 21:19:38 10 USD
21.02.2016 17:04:00 10 USD
valid internal
operations look
exactly the same
- second iteration: buffering
and forward hashing
$table->addColumn(‘f_hash’,‘string’, …)
$table->addUniqueIndex([‘f_hash’]);
column forward hash
row 1 08bb542ead91978a26317a4aa8caf1e5d355706e
row 2 e993895c5fd4fcbb22f9af9c7d341c47db87a8a7
row 3 7bb25dfeeaec0235cc5cdc4643a09e753687bded
row 4 NULL
buffer size = 2
column forward hash
row 1 bd74be8fda860811368dfc3dd170f34652c73dea
row 2 eaf057a4aac69217b5cc2c996679e7d1e11f411d
row 3 NULL
row 4 NULL
buffer size = 3
- third iteration: bidirectional hashing
$table->addColumn(‘b_hash’,‘string’, …)
$table->addUniqueIndex([‘b_hash’]);
column forward hash backward hash
row 1 … NULL
row 2 … 0b48e15756c28dc8a00d54594a1c25cabe707973
row 3 … af8d00a06f6e58ec06a650433df597cf4140d78b
row 4 NULL 219fe3369d071daadedf81fde031e0f1e74f571b
buffer size = 2
not-nullable
combination
Limitations
• number of rows in a CSV file must be greater
than or equal to the buffer size
Benefits
• import CSV files in any order
• natural flow of the code with minimal changes
in the original iteration
• StringifierInterface and CsvRowStringifier
• BufferInterface and HashedBuffer
• BufferedIterator
• changes in the original iteration
The real-world example
Thank you for your attention!
Have questions?
Kamil Samigullin
a some developer
kamil@samigullin.info
@ikamilsk
github.com/kamilsk
linkedin.com/in/kamilsk

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OctoLab Cookbook: how to generate a unique key for a sequence

  • 1. Episode #1.0.2 (2016-05-22) Level: Intermediate OctoLab Cookbook How to generate a unique key for a sequence
  • 3. timestamp payment currency 18.03.2016 09:22:23 100 USD 18.03.2016 09:21:02 50 EUR 18.03.2016 09:19:46 10 USD 08.03.2016 09:31:03 10 USD 07.03.2016 22:52:17 145 USD 18.02.2016 23:17:25 35 EUR Import CSV from tinkoff.ru to TCA application
  • 5. Merging timestamp payment currency 18.03.2016 09:22:23 100 USD 18.03.2016 09:21:02 50 EUR 18.03.2016 09:19:46 10 USD timestamp payment currency 18.03.2016 09:19:46 10 USD 08.03.2016 09:31:03 10 USD 07.03.2016 22:52:17 145 USD 18.02.2016 23:17:25 35 EUR timestamp payment currency 18.02.2016 23:17:25 35 EUR 17.02.2016 19:49:59 11 USD 02.02.2016 17:58:36 9 USD a first imported CSV file a second imported CSV file a third imported CSV file
  • 7. - first iteration: simple, unique key constraint $table->addUniqueIndex([‘timestamp’,‘payment’,‘currency’]);
  • 8. timestamp payment currency 22.02.2016 20:36:33 15 USD 22.02.2016 19:25:14 25 USD 22.02.2016 00:00:00 0,1 USD 22.02.2016 00:00:00 0,1 USD 21.02.2016 21:19:38 10 USD 21.02.2016 17:04:00 10 USD valid internal operations look exactly the same
  • 9. - second iteration: buffering and forward hashing $table->addColumn(‘f_hash’,‘string’, …) $table->addUniqueIndex([‘f_hash’]);
  • 10.
  • 11. column forward hash row 1 08bb542ead91978a26317a4aa8caf1e5d355706e row 2 e993895c5fd4fcbb22f9af9c7d341c47db87a8a7 row 3 7bb25dfeeaec0235cc5cdc4643a09e753687bded row 4 NULL buffer size = 2 column forward hash row 1 bd74be8fda860811368dfc3dd170f34652c73dea row 2 eaf057a4aac69217b5cc2c996679e7d1e11f411d row 3 NULL row 4 NULL buffer size = 3
  • 12. - third iteration: bidirectional hashing $table->addColumn(‘b_hash’,‘string’, …) $table->addUniqueIndex([‘b_hash’]);
  • 13.
  • 14. column forward hash backward hash row 1 … NULL row 2 … 0b48e15756c28dc8a00d54594a1c25cabe707973 row 3 … af8d00a06f6e58ec06a650433df597cf4140d78b row 4 NULL 219fe3369d071daadedf81fde031e0f1e74f571b buffer size = 2 not-nullable combination
  • 15. Limitations • number of rows in a CSV file must be greater than or equal to the buffer size Benefits • import CSV files in any order • natural flow of the code with minimal changes in the original iteration
  • 16. • StringifierInterface and CsvRowStringifier • BufferInterface and HashedBuffer • BufferedIterator • changes in the original iteration The real-world example
  • 17. Thank you for your attention! Have questions? Kamil Samigullin a some developer kamil@samigullin.info @ikamilsk github.com/kamilsk linkedin.com/in/kamilsk