Perpartition with global - Regression Tests #45415

tolik0 · 2024-09-12T12:16:11Z

What

This PR is created to run the regression tests with the new cursor in low code - Per Partition with

… tolik0/airbyte-cdk/perpartition-with-global-regression-tests

…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

… tolik0/airbyte-cdk/perpartition-with-global-regression-tests

vercel · 2024-09-12T12:16:16Z

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…n PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) To optimize the provided code for better performance, the main areas of focus include reducing redundant computations and minimizing potential thread contention. The logic and structure remain the same. Here is the refactored and optimized code. ### Summary of Optimizations 1. **Consolidated Conditional Checks**: Simplified boolean checks to make them more efficient. 2. **Lazy Evaluations/Short-circuiting**: Used more efficient conditional statements to avoid redundant operations when not necessary. 3. **Intermediate Variables**: Directly accessed dictionary elements where possible to avoid redundant intermediate variables. 4. **Reduced Lock Contention**: No change here as the current implementation handles threading with minimal contention; the threading lock and semaphore usage seem appropriate for their purpose. Note that no memory or extensive runtime profiling was done, but these changes streamline the control flow and simplify some operations, which should yield runtime improvements.

codeflash-ai · 2024-09-12T13:21:19Z

⚡️ Codeflash found optimizations for this PR

📄 `GlobalSubstreamCursor.set_initial_state()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

📈 Performance improved by 65% (0.65x faster)

⏱️ Runtime went down from 3.27 milliseconds to 1.98 millisecond

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method GlobalSubstreamCursor.set_initial_state by 65% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45418

If you approve, it will be merged into this PR (branch tolik0/airbyte-cdk/perpartition-with-global-regression-tests).

…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

tolik0 · 2024-09-17T09:25:05Z

/format-fix

Format-fix job started... Check job output.

✅ Changes applied successfully. (69a84b5)

…e-cdk/perpartition-with-global-regression-tests`) Sure, I can optimize your program for better performance. Here is the optimized version. ### Changes Made. 1. **Comparison with `None`**. - Changed `self._start` check from `if self._start` to `if self._start is not None` for a clear and explicit check against `None`. 2. **Arithmetic Optimization**. - Instead of dividing by `1e9` and then calling `ceil()` on the result, I used a single arithmetic operation to achieve the same effect. The expression `(elapsed_ns + 999_999_999) // 1_000_000_000` effectively performs the ceiling operation without converting the number to a float, which is faster. These changes help the function to run slightly faster and use less memory by avoiding temporary floating-point operations.

codeflash-ai · 2024-09-17T11:57:11Z

⚡️ Codeflash found optimizations for this PR

📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

📈 Performance improved by 22% (0.22x faster)

⏱️ Runtime went down from 1.24 millisecond to 1.02 millisecond

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method Timer.finish by 22% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45618

If you approve, it will be merged into this PR (branch tolik0/airbyte-cdk/perpartition-with-global-regression-tests).

…e-cdk/perpartition-with-global-regression-tests`) Here's a more optimized version of the program.

codeflash-ai · 2024-09-17T13:11:01Z

⚡️ Codeflash found optimizations for this PR

📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

📈 Performance improved by 40% (0.40x faster)

⏱️ Runtime went down from 3.89 milliseconds to 2.77 milliseconds

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method Timer.finish by 40% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45621

If you approve, it will be merged into this PR (branch tolik0/airbyte-cdk/perpartition-with-global-regression-tests).

…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

…global-fallback

…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

…e-cdk/perpartition-with-global-regression-tests`) Explanation of changes.

codeflash-ai · 2024-09-17T15:47:11Z

⚡️ Codeflash found optimizations for this PR

📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

📈 Performance improved by 37% (0.37x faster)

⏱️ Runtime went down from 80.4 microseconds to 58.7 microseconds

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method Timer.finish by 37% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45624

If you approve, it will be merged into this PR (branch tolik0/airbyte-cdk/perpartition-with-global-regression-tests).

…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

codeflash-ai · 2024-09-18T17:35:28Z

airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py

@@ -25,7 +55,7 @@ def start(self) -> None:

    def finish(self) -> int:
        if self._start:
-            return int((time.perf_counter_ns() - self._start) // 1e9)
+            return ((time.perf_counter_ns() - self._start) / 1e9).__ceil__()


Suggested change

return ((time.perf_counter_ns() - self._start) / 1e9).__ceil__()

return (time.perf_counter_ns() - self._start + 999_999_999) // 1_000_000_000

codeflash-ai · 2024-09-18T17:35:31Z

⚡️ Codeflash found optimizations for this PR

📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

📈 Performance improved by 37% (0.37x faster)

⏱️ Runtime went down from 2.28 milliseconds to 1.66 millisecond

Explanation and details

Here's an optimized version of the code.

This should provide a performance improvement by reducing the overhead of function calls and improving computational efficiency.

Correctness verification

The new optimized code was tested for correctness. The results are listed below.

🔘 (none found) − ⚙️ Existing Unit Tests

✅ 1009 Passed − 🌀 Generated Regression Tests

(click to show generated tests)

# imports
import time
# function to test
from typing import Optional

import pytest  # used for our unit tests
from airbyte_cdk.sources.declarative.incremental.global_substream_cursor import \
    Timer

# unit tests

def test_timer_not_started():
    # Test that finish raises RuntimeError when called without starting the timer
    timer = Timer()
    with pytest.raises(RuntimeError, match="Global substream cursor timer not started"):
        timer.finish()
    # Outputs were verified to be equal to the original implementation

def test_timer_started_and_stopped_immediately():
    # Test that finish returns 1 when the timer is started and stopped immediately
    timer = Timer()
    timer._start = time.perf_counter_ns()
    codeflash_output = timer.finish()
    # Outputs were verified to be equal to the original implementation

def test_timer_started_and_stopped_after_short_duration():
    # Test that finish returns approximately 1 when waited for 1 second
    timer = Timer()
    timer._start = time.perf_counter_ns()
    time.sleep(1)
    codeflash_output = timer.finish()

    # Test that finish returns approximately 1 when waited for 0.5 seconds
    timer._start = time.perf_counter_ns()
    time.sleep(0.5)
    codeflash_output = timer.finish()
    # Outputs were verified to be equal to the original implementation


def test_multiple_calls_to_finish_without_restarting_timer():
    # Test that finish returns consistent values when called multiple times
    timer = Timer()
    timer._start = time.perf_counter_ns()
    time.sleep(1)
    codeflash_output = timer.finish()
    time.sleep(1)
    codeflash_output = timer.finish()
    # Outputs were verified to be equal to the original implementation

def test_timer_restarted_and_stopped():
    # Test that finish returns correct value after restarting the timer
    timer = Timer()
    timer._start = time.perf_counter_ns()
    time.sleep(1)
    codeflash_output = timer.finish()
    timer._start = time.perf_counter_ns()
    time.sleep(2)
    codeflash_output = timer.finish()
    # Outputs were verified to be equal to the original implementation

def test_edge_cases_with_very_small_time_intervals():
    # Test that finish handles very small time intervals correctly
    timer = Timer()
    timer._start = time.perf_counter_ns()
    time.sleep(0.000001)  # 1 microsecond
    codeflash_output = timer.finish()
    # Outputs were verified to be equal to the original implementation


def test_performance_and_scalability():
    # Test the performance and scalability by running the timer in a loop
    timer = Timer()
    for _ in range(1000):
        timer._start = time.perf_counter_ns()
        time.sleep(0.01)  # 10 milliseconds
        codeflash_output = timer.finish()
    # Outputs were verified to be equal to the original implementation

🔘 (none found) − ⏪ Replay Tests

…45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) To optimize this Python program for better runtime performance, we can take several steps. The main points for optimization involve reducing redundant operations and leveraging efficient data structures and algorithms. With that in mind, here's the optimized code. ### Explanation. 1. **Removed Unnecessary Attributes**: The attribute `_over_limit` was removed because it's not used elsewhere in the code. 2. **Optimized Dictionary Update**: For updating `self._cursor_per_partition`, used dictionary comprehensions for efficiency. 3. **Streamlined Setup**: Simplified the logic inside `set_initial_state` to reduce lookups and make the code more efficient. Specifically, checked for 'states' directly within the dictionary. 4. **General Cleanup**: Eliminated unnecessary comments and clarified existing ones for better readability and maintenance. These changes should help improve the runtime performance of the function, especially in scenarios involving many partitions and states.

codeflash-ai · 2024-09-18T17:45:05Z

⚡️ Codeflash found optimizations for this PR

📄 `PerPartitionCursor.set_initial_state()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/per_partition_cursor.py`

📈 Performance improved by 6% (0.06x faster)

⏱️ Runtime went down from 292 milliseconds to 275 milliseconds

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method PerPartitionCursor.set_initial_state by 6% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45657

If you approve, it will be merged into this PR (branch tolik0/airbyte-cdk/perpartition-with-global-regression-tests).

tolik0 added 16 commits August 20, 2024 17:01

Migrate IssueComments and IssueWorklogs streams to low code

05c256d

Add Global Parent Cursor

9b95d9e

Add PerPartitionWithGlobalCursor

49e75bf

Add switch between partitions

6874c76

Update tests

16847c1

Fix incremental tests

10c09a8

Add docs

01a55a7

Refactor per partition with global

5c90376

Refactor

baa8af9

Merge branch 'tolik0/source-jira/migrate-incremental-substreams' into…

7c5fe66

… tolik0/airbyte-cdk/perpartition-with-global-regression-tests

Fix timer

766bd72

Migrate IssueComments and IssueWorklogs streams to low code

405bb54

Add Global Parent Cursor

bd15d98

Delete state migration

7b26c3a

Merge branch 'tolik0/airbyte-cdk/add-per-partition-with-global-fallba…

9065d46

…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

Merge branch 'tolik0/source-jira/migrate-incremental-substreams' into…

f45c5ee

… tolik0/airbyte-cdk/perpartition-with-global-regression-tests

octavia-squidington-iii added area/connectors Connector related issues area/documentation Improvements or additions to documentation CDK Connector Development Kit connectors/source/jira labels Sep 12, 2024

tolik0 changed the title ~~erpartition with global regression tests~~ Perpartition with global - Regression Tests Sep 12, 2024

codeflash-ai bot mentioned this pull request Sep 12, 2024

⚡️ Speed up method GlobalSubstreamCursor.set_initial_state by 65% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45418

Open

tolik0 added 5 commits September 12, 2024 16:58

Add new test

e18d430

Refactor and update tests

bfd4a45

Update ClientSideIncrementalRecordFilterDecorator

2c60ef0

Fix formatting

506d296

Fix mypy errors

d8e27d4

tolik0 added 2 commits September 17, 2024 12:11

Fix formatting

2b629e0

Merge branch 'tolik0/airbyte-cdk/add-per-partition-with-global-fallba…

563b54c

…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

octavia-squidington-iii and others added 2 commits September 17, 2024 09:29

chore: auto-fix lint and format issues

69a84b5

Fix typo in test

0dc55e1

codeflash-ai bot mentioned this pull request Sep 17, 2024

⚡️ Speed up method Timer.finish by 22% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45618

Open

codeflash-ai bot added a commit that referenced this pull request Sep 17, 2024

⚡️ Speed up method Timer.finish by 40% in PR #45415 (`tolik0/airbyt…

e71dc49

…e-cdk/perpartition-with-global-regression-tests`) Here's a more optimized version of the program.

codeflash-ai bot mentioned this pull request Sep 17, 2024

⚡️ Speed up method Timer.finish by 40% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45621

Open

tolik0 added 3 commits September 17, 2024 17:21

Merge branch 'tolik0/airbyte-cdk/add-per-partition-with-global-fallba…

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Merge branch 'master' into tolik0/airbyte-cdk/add-per-partition-with-…

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…global-fallback

Merge branch 'tolik0/airbyte-cdk/add-per-partition-with-global-fallba…

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…ck' into tolik0/airbyte-cdk/perpartition-with-global-regression-tests

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codeflash-ai bot added a commit that referenced this pull request Sep 17, 2024

⚡️ Speed up method Timer.finish by 37% in PR #45415 (`tolik0/airbyt…

9ab2eea

…e-cdk/perpartition-with-global-regression-tests`) Explanation of changes.

codeflash-ai bot mentioned this pull request Sep 17, 2024

⚡️ Speed up method Timer.finish by 37% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45624

Open

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⚡️ Speed up method PerPartitionCursor.set_initial_state by 6% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45657

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Perpartition with global - Regression Tests #45415

tolik0 commented Sep 12, 2024 •

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codeflash-ai bot commented Sep 12, 2024

⚡️ Speed up method `GlobalSubstreamCursor.set_initial_state` by 65% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45418

tolik0 commented Sep 17, 2024 •

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codeflash-ai bot commented Sep 17, 2024

⚡️ Speed up method `Timer.finish` by 22% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45618

codeflash-ai bot commented Sep 17, 2024

⚡️ Speed up method `Timer.finish` by 40% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45621

codeflash-ai bot commented Sep 17, 2024

⚡️ Speed up method `Timer.finish` by 37% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45624

codeflash-ai bot Sep 18, 2024

codeflash-ai bot commented Sep 18, 2024

codeflash-ai bot commented Sep 18, 2024

⚡️ Speed up method `PerPartitionCursor.set_initial_state` by 6% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45657

	return ((time.perf_counter_ns() - self._start) / 1e9).__ceil__()
	return (time.perf_counter_ns() - self._start + 999_999_999) // 1_000_000_000

Perpartition with global - Regression Tests #45415

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tolik0 commented Sep 12, 2024 • edited Loading

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codeflash-ai bot commented Sep 12, 2024

⚡️ Codeflash found optimizations for this PR

📄 GlobalSubstreamCursor.set_initial_state() in airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method GlobalSubstreamCursor.set_initial_state by 65% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45418

tolik0 commented Sep 17, 2024 • edited by github-actions bot Loading

codeflash-ai bot commented Sep 17, 2024

⚡️ Codeflash found optimizations for this PR

📄 Timer.finish() in airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method Timer.finish by 22% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45618

codeflash-ai bot commented Sep 17, 2024

⚡️ Codeflash found optimizations for this PR

📄 Timer.finish() in airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method Timer.finish by 40% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45621

codeflash-ai bot commented Sep 17, 2024

⚡️ Codeflash found optimizations for this PR

📄 Timer.finish() in airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method Timer.finish by 37% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45624

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codeflash-ai bot commented Sep 18, 2024

⚡️ Codeflash found optimizations for this PR

📄 Timer.finish() in airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py

Explanation and details

Correctness verification

🔘 (none found) − ⚙️ Existing Unit Tests

✅ 1009 Passed − 🌀 Generated Regression Tests

🔘 (none found) − ⏪ Replay Tests

codeflash-ai bot commented Sep 18, 2024

⚡️ Codeflash found optimizations for this PR

📄 PerPartitionCursor.set_initial_state() in airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/per_partition_cursor.py

I created a new dependent PR with the suggested changes. Please review:

⚡️ Speed up method PerPartitionCursor.set_initial_state by 6% in PR #45415 (tolik0/airbyte-cdk/perpartition-with-global-regression-tests) #45657

tolik0 commented Sep 12, 2024 •

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📄 `GlobalSubstreamCursor.set_initial_state()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

⚡️ Speed up method `GlobalSubstreamCursor.set_initial_state` by 65% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45418

tolik0 commented Sep 17, 2024 •

edited by github-actions bot

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📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

⚡️ Speed up method `Timer.finish` by 22% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45618

📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

⚡️ Speed up method `Timer.finish` by 40% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45621

📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

⚡️ Speed up method `Timer.finish` by 37% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45624

📄 `Timer.finish()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/global_substream_cursor.py`

📄 `PerPartitionCursor.set_initial_state()` in `airbyte-cdk/python/airbyte_cdk/sources/declarative/incremental/per_partition_cursor.py`

⚡️ Speed up method `PerPartitionCursor.set_initial_state` by 6% in PR #45415 (`tolik0/airbyte-cdk/perpartition-with-global-regression-tests`) #45657