SNOW-1830033: Dataframe API improvements by sfc-gh-aalam · Pull Request #2811 · snowflakedb/snowpark-python

sfc-gh-aalam · 2024-12-25T00:30:26Z

Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR.

Fixes SNOW-1830033
Fill out the following pre-review checklist:
- I am adding a new automated test(s) to verify correctness of my new code
  - If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing
- I am adding new logging messages
- I am adding a new telemetry message
- I am adding new credentials
- I am adding a new dependency
- If this is a new feature/behavior, I'm adding the Local Testing parity changes.
- I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: Thread-safe Developer Guidelines
Please describe how your code solves the related issue.

Please write a short description of how your code change solves the related issue.

github-actions · 2024-12-25T00:30:43Z

Seems like your changes contain some Local Testing changes, please request review from @snowflakedb/local-testing

github-actions · 2024-12-25T00:30:54Z

Seems like your changes contain some Local Testing changes, please request review from @snowflakedb/local-testing

github-actions · 2025-01-03T20:39:16Z

Seems like your changes contain some Local Testing changes, please request review from @snowflakedb/local-testing

1. Fill out the following pre-review checklist: - [ ] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. Uses bazel fat jar target and copies over only unparser fat jar instead of all runtime files. Before this change ~0.5GB of data was required to be copied everytime a user invokes `./scripts/copy-remote-ast.sh`. After this change, only the fat jar (~35MB) is copied over. PR to be merged as follow up to #2878.

…o udf/udtf (#2900)  1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR.  Fixes SNOW-1891026 2. Fill out the following pre-review checklist: - [ ] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. Issue reported by SnowML where in the context of multi-sessions the session parameter has not been passed down to udf correctly. Identified similar issue in pandas_udtf. Fixed for both.

1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR.  Fixes SNOW-1886560 2. Fill out the following pre-review checklist: - [ ] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [x] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. Using new test account (SNOWPARK_PANDAS_QA6_TEST) for jenkins QA test due to frequent MFA issues. QA job run: https://snowpark-python-001.jenkinsdev1.us-west-2.aws-dev.app.snowflake.com/job/SnowparkPythonSnowPandasDailyRegressRunner/197451/ no longer fails with `error_value = {'done_format_msg': False, 'errno': 250001, 'msg': 'Failed to connect to DB: notebook_chung.qa6.us-west-2.aws.snowflakecomputing.com:443. User is locked from Duo Security. Contact your local system administrator.', 'sqlstate': '08001'}` Signed-off-by: Labanya Mukhopadhyay <labanya.mukhopadhyay@snowflake.com>

1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR. Fixes SNOW-1890485 2. Fill out the following pre-review checklist: - [ ] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. For any entity encoded using the AST typically with_src_position is called which stores the filename of the origin where a Snowpark API is called. Likely, there are only a few distinct files but many API calls happen in a single file typically. Encoding for any entity the full filepath leads to a bloated base64 message. To reduce the size, rather the file location is encoded with an integer that represents a lookup into an interned value table. The IR DSL compiler has been previously expanded to provide functionality to allow for interning of values. Modifications for the IR to intern the filename are done in https://github.com/snowflakedb/snowflake/tree/ls-SNOW-1890485.

1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR.  Fixes SNOW-1229442 2. Fill out the following pre-review checklist: - [x] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. A single `df.quantile` call with large data + many quantiles previously emitted 81 queries, many of which were duplicate temp table operations. After #2090, this number was reduced to 6, so we can remove the `pytest.skip` on the offending test.

…2859)

…#2895) Please describe how your code solves the related issue. Snowpark pandas daily test start running really slow, especially for macos (which goes beyond 4 hours now), in this pr we do the following 1) increase the macos parallelism to 6, macos is a small instance, beyond 6 will cause problems. It now took below 3 hours to finish. 2) use regular github parallelism for large window and linux instance. Each action took within 1 hour to finish now 3) only run one test instance for optimizations 4) further move away our daily test from working hour

Please describe how your code solves the related issue. test_telemetry_func_call_count is failing with error ``` 2025-01-23T06:42:31.0419150Z �[31mFAILED�[0m tests/integ/modin/test_telemetry.py::�[1mtest_telemetry_func_call_count�[0m - IndexError: list index out of range ``` It seems the Dataframe.__repr__ is occurred once in the result telemetry data. Turn this test off for now.

Please describe how your code solves the related issue. Turn off couple of time consuming tests of snowpark pandas. The test turned off in the github took over miniutes to finish verified with jenkins run https://snowpark-python-001.jenkinsdev1.us-west-2.aws-dev.app.snowflake.com/job/SnowparkPythonSnowPandasDailyRegressRunner/197458/

Reduce pytest concurrency from 48 to 36

…vironment (#2879) SNOW-1886694 - Track whether snowpark is running in an interactive environment In order to improve interactive performance we need to track it, particularly for snowpandas. We use sys "ps1" and sys.flags.interactive for most runtime environments, but for snowbook we also look for a module availability. Snowbook notebooks can also run non-interactively; but snowbook does not set sys.flags.interactive right now. So this might over-count for snowbook until the flags are set properly. pre-review checklist: - [x] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [x] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development)

1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR.  Fixes SNOW-1875145 2. Fill out the following pre-review checklist: - [x] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. Please write a short description of how your code change solves the related issue.

…y exists before scping the JAR (#2931) 1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR.  Fixes NOSNOW 2. Fill out the following pre-review checklist: - [ ] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. Just an internal script change... No impact on anything in prod.

…#2913)  1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR.  Fixes SNOW-1890997 2. Fill out the following pre-review checklist: - [x] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. Please write a short description of how your code change solves the related issue.

Further reduce some slow tests suite

1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR. Fixes [SNOW-1893939](https://snowflakecomputing.atlassian.net/browse/SNOW-1893939) 2. Fill out the following pre-review checklist: - [x] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [ ] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) 3. Please describe how your code solves the related issue. Added support for Index.drop_duplicates. [SNOW-1893939]: https://snowflakecomputing.atlassian.net/browse/SNOW-1893939?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

…ailure (#2941) test_args_and_kwargs is the only test that is flaky and failing now, turn this off to mitigate merge gate issue. Investigate tracked by ticket https://snowflakecomputing.atlassian.net/browse/SNOW-1896426

…param after a bad merge (#3236)

)

Signed-off-by: Labanya Mukhopadhyay <labanya.mukhopadhyay@snowflake.com>

1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR. No JIRA ticket, but required for Phase 0 Client Closeout. 2. Fill out the following pre-review checklist: - [x] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) - [x] If adding any arguments to public Snowpark APIs or creating new public Snowpark APIs, I acknowledge that I have ensured my changes include AST support. Follow the link for more information: [AST Support Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#ast-abstract-syntax-tree-support-in-snowpark) 3. Please describe how your code solves the related issue. Due to widespread internal use of the `functions.builtin` method (an alias for `functions.function`), as well as `functions.call_builtin` (an alias for `functions.call_function`), we had set up the propagation of the AST directly through these methods down to the eventual call to the internal helper `_call_function`. As a result, despite these being public APIs which are required to support Snowflake SQL functions not explicitly supported in Snowpark, we could not capture an AST to represent `call_function("foo", *args)` when no such `functions.foo` method exists in Snowpark. Public APIs should NOT be accepting `_ast` parameters to route generated ASTs through them as this complicates the scenario in which `_ast` is not provided but `_emit_ast` is `True`. If this Public API is used extensively internally, we then have an unresolvable question of whether to route `_ast=None` to the eventual internal helper (e.g. `_call_function`) which **will** eventually perform AST generation based on the other arguments, or whether to generate the Public API's own AST and pass it to the internal helper function. The only resolutions to the above issue are - To add **another** parameter to the extensively internally used public API to signal whether to pass down the provided input `_ast` parameter (regardless of whether it is `None` or not), or whether to confidently generate its own AST and assign it to the result. - To avoid the use of public APIs internally entirely. This PR takes the latter approach. I argue that using public APIs internally as helper functions is bad practice to motivate this refactor. Either we extract the common functionality into a separate internal helper function to be used by all Public APIs which rely on it, or (especially in this case) if all calls are eventually routed into the same internal helper (like `_call_function`), then we should avoid adding unnecessary calls to wrappers to the stack internally and call this helper directly. The refactor is quite simple overall but `functions.py` is large: - Replace all internal uses of `builtin/function` and `call_builtin/call_function` with direct calls to `_call_function` - Simplify AST generation wherever possible by using `build_function_expr` - Remove `_ast` parameters from public APIs and leave the assignment of the AST to the result as the caller's responsibility.

…s is not enabled (#3240)

…3238)

Co-authored-by: Labanya Mukhopadhyay <labanya.mukhopadhyay@snowflake.com>

Signed-off-by: Labanya Mukhopadhyay <labanya.mukhopadhyay@snowflake.com>

…stored procedure (#3246)

…ns in OrderedDataFrame (#3144) Co-authored-by: Aaryam Maheshwary <aaryam.maheshwary@snowflake.com>

1. Which Jira issue is this PR addressing? Make sure that there is an accompanying issue to your PR. [SNOW-1997136](https://snowflakecomputing.atlassian.net/browse/SNOW-1997136): Ensure transitive closure in AST Request messages. 3. Fill out the following pre-review checklist: - [x] I am adding a new automated test(s) to verify correctness of my new code - [ ] If this test skips Local Testing mode, I'm requesting review from @snowflakedb/local-testing - [ ] I am adding new logging messages - [ ] I am adding a new telemetry message - [ ] I am adding new credentials - [ ] I am adding a new dependency - [ ] If this is a new feature/behavior, I'm adding the Local Testing parity changes. - [x] I acknowledge that I have ensured my changes to be thread-safe. Follow the link for more information: [Thread-safe Developer Guidelines](https://github.com/snowflakedb/snowpark-python/blob/main/CONTRIBUTING.md#thread-safe-development) - [x] If adding any arguments to public Snowpark APIs or creating new public Snowpark APIs, I acknowledge that I have ensured my changes include AST support. 4. Please describe how your code solves the related issue. This PR introduces an AST handler class `AstBuilder` which will be carried by all Snowpark objects that need to generate requests to be sent to the server side (`Table`, `Dataframe`, `UDxF/Sproc` registration, etc). Requesting a review of just the implementation for now, the refactor to remove `Session._ast_batch` and use this handler class across the client will be done in a separate PR. The dependency graph between `AstBuilder` instances will be created via the `_set_ast_ref` helpers we have introduced to Snowpark classes via the `add_required_by` or `add_dependency` methods in the new `AstBuilder` class. [SNOW-1997136]: https://snowflakecomputing.atlassian.net/browse/SNOW-1997136?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

#3245)

Co-authored-by: Hemit Shah <hemit.shah@snowflake.com>

sfc-gh-snowflakedb-snyk-sa · 2025-04-15T12:43:53Z

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sfc-gh-lspiegelberg and others added 27 commits January 22, 2025 01:35

NO-SNOW: Fix Large Query Breakdown daily precommit (#2885)

6a37068

NO-SNOW: Fix stored proc precommit tests (#2906)

42129e2

SNOW-1890349: Make snowflake core optional dependency (#2892)

4e07a8e

SNOW-1875149:allow user input schema when reading JSON file on stage (#…

092a035

…2859)

SNOW-1891120: Clean-up precommit (#2911)

3558c70

Reduce pytest concurrency to reduce the queuing risk (#2926)

0d2b3d5

Reduce pytest concurrency from 48 to 36

NO-SNOW: Limit Python 3.12 and local testing suites (#2921)

82d7484

NO-SNOW: Spread AST tests across CSPs (#2927)

07587ff

NO-SNOW: Fix flaky sql commit test (#2910)

e7abfb3

SNOW-1852428: Remove error print in try/catch (#2787)

8f683c6

Disable couple more slow test suites on github (#2932)

a352ea3

Further reduce some slow tests suite

SNOW-1878372: Fix analyzer access across threads (#2912)

0b9412e

SNOW-1720855: Re-add param protection for thread-safe updates (#2940)

8486757

sfc-gh-helmeleegy and others added 26 commits April 4, 2025 16:03

SNOW-2027156: Fix TypeError: create_udtf_for_groupby_apply() missing …

1d2b8ae

…param after a bad merge (#3236)

SNOW-2014274: Add restricted caller permission for execute_as (#3226

6b2e48b

)

NO-SNOW: Fix release changelog entries to match 1.30.0 release (#3237)

3336d2b

Signed-off-by: Labanya Mukhopadhyay <labanya.mukhopadhyay@snowflake.com>

NO SNOW: add client side check on aritfact (#3243)

6e2ee60

SNOW-2025063: Fix read_snowflake iceberg table bug when relaxed panda…

409dc47

…s is not enabled (#3240)

SNOW-2022623: Add support for DataFrame/Series.to_dynamic_table (#3239)

31d4926

SNOW-2022593, SNOW-2022613: Add support for DataFrame/Series.to_view (#…

5ed5068

…3238)

SNOW-2020993: [Local Testing] Fix get and getItem indexing bug (#3242)

0f0a4ed

SNOW-2020872: Fix struct type show string for snowpark connect (#3228)

ca89f3a

SNOW-1708509: [Local Testing] Fix Column.like bug (#3187)

3f0123c

SNOW-1923627: [Local Testing] Add row_number test (#3199)

309c9c8

SNOW-2019132: Add docstrings for artifact_repository feature (#3222)

75e3255

NO-SNOW: Correct release date (#3219)

1177d40

Co-authored-by: Labanya Mukhopadhyay <labanya.mukhopadhyay@snowflake.com>

SNOW-1757430: Implement DataFrame Groupby Resample (#3241)

9500303

Signed-off-by: Labanya Mukhopadhyay <labanya.mukhopadhyay@snowflake.com>

SNOW-1336091: Update pandas tests that previously caused fallback to …

515e8f2

…stored procedure (#3246)

SNOW-1900040: Estimate an upper bound for row counts between operatio…

ae5ad1c

…ns in OrderedDataFrame (#3144) Co-authored-by: Aaryam Maheshwary <aaryam.maheshwary@snowflake.com>

SNOW-1913860: update default fetch size value (#3251)

8ed6946

SNOW-1956688: dbapi add insert batch size support (#3213)

f762ba4

SNOW-1944986: Add support for artifact_repository to Session functions (

f9d0100

#3245)

SNOW-2033108: fix unknown driver issue (#3247)

783c059

SNOW-2034858: to_pandas support non-select statement (#3250)

8885033

SNOW-1936603: fix limit 0 bug with show (#3090)

3f8dff1

Co-authored-by: Hemit Shah <hemit.shah@snowflake.com>

SNOW-2041110: Disable artifact repository for flakiness (#3258)

cee0ded

merge with main

c2d244f

fix lint

611a768

sfc-gh-aalam closed this Nov 12, 2025

sfc-gh-aalam force-pushed the SNOW-1830033-dataframe-api-bcrs branch from cacb1bb to 611a768 Compare November 12, 2025 23:20

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SNOW-1830033: Dataframe API improvements#2811

SNOW-1830033: Dataframe API improvements#2811
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