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Sagemaker dict determinism #2597

Merged
merged 11 commits into from
Jul 23, 2024
Merged

Sagemaker dict determinism #2597

merged 11 commits into from
Jul 23, 2024

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samhita-alla
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@samhita-alla samhita-alla commented Jul 22, 2024

Tracking issue

Why are the changes needed?

Occasionally, two different hashes are generated for the same configuration. The root cause is unclear, but I am addressing this issue by manually converting the dictionary to a consistent string representation before hashing.

What changes were proposed in this pull request?

This PR adds a function that converts config to a string representation before hashing.

How was this patch tested?

Setup process

Screenshots

Check all the applicable boxes

  • I updated the documentation accordingly.
  • All new and existing tests passed.
  • All commits are signed-off.

Related PRs

Docs link

Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: Samhita Alla <[email protected]>
@samhita-alla samhita-alla merged commit f18668d into master Jul 23, 2024
45 of 47 checks passed
Mecoli1219 pushed a commit to Mecoli1219/flytekit that referenced this pull request Jul 27, 2024
* truncate sagemaker agent outputs

Signed-off-by: Samhita Alla <[email protected]>

* fix tests and update agent output

Signed-off-by: Samhita Alla <[email protected]>

* lint

Signed-off-by: Samhita Alla <[email protected]>

* fix test

Signed-off-by: Samhita Alla <[email protected]>

* add idempotence token to workflow

Signed-off-by: Samhita Alla <[email protected]>

* fix type

Signed-off-by: Samhita Alla <[email protected]>

* fix mixin

Signed-off-by: Samhita Alla <[email protected]>

* modify output handler

Signed-off-by: Samhita Alla <[email protected]>

* make the dictionary deterministic

Signed-off-by: Samhita Alla <[email protected]>

* nit

Signed-off-by: Samhita Alla <[email protected]>

---------

Signed-off-by: Samhita Alla <[email protected]>
mao3267 pushed a commit to mao3267/flytekit that referenced this pull request Jul 29, 2024
* truncate sagemaker agent outputs

Signed-off-by: Samhita Alla <[email protected]>

* fix tests and update agent output

Signed-off-by: Samhita Alla <[email protected]>

* lint

Signed-off-by: Samhita Alla <[email protected]>

* fix test

Signed-off-by: Samhita Alla <[email protected]>

* add idempotence token to workflow

Signed-off-by: Samhita Alla <[email protected]>

* fix type

Signed-off-by: Samhita Alla <[email protected]>

* fix mixin

Signed-off-by: Samhita Alla <[email protected]>

* modify output handler

Signed-off-by: Samhita Alla <[email protected]>

* make the dictionary deterministic

Signed-off-by: Samhita Alla <[email protected]>

* nit

Signed-off-by: Samhita Alla <[email protected]>

---------

Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: mao3267 <[email protected]>
mao3267 pushed a commit to mao3267/flytekit that referenced this pull request Aug 2, 2024
* truncate sagemaker agent outputs

Signed-off-by: Samhita Alla <[email protected]>

* fix tests and update agent output

Signed-off-by: Samhita Alla <[email protected]>

* lint

Signed-off-by: Samhita Alla <[email protected]>

* fix test

Signed-off-by: Samhita Alla <[email protected]>

* add idempotence token to workflow

Signed-off-by: Samhita Alla <[email protected]>

* fix type

Signed-off-by: Samhita Alla <[email protected]>

* fix mixin

Signed-off-by: Samhita Alla <[email protected]>

* modify output handler

Signed-off-by: Samhita Alla <[email protected]>

* make the dictionary deterministic

Signed-off-by: Samhita Alla <[email protected]>

* nit

Signed-off-by: Samhita Alla <[email protected]>

---------

Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: mao3267 <[email protected]>
Future-Outlier added a commit that referenced this pull request Aug 26, 2024
…class] (#2603)

* fix: set dataclass member as optional if default value is provided

Signed-off-by: mao3267 <[email protected]>

* lint

Signed-off-by: mao3267 <[email protected]>

* feat: handle nested dataclass conversion in JsonParamType

Signed-off-by: mao3267 <[email protected]>

* fix: handle errors caused by NoneType default value

Signed-off-by: mao3267 <[email protected]>

* test: add nested dataclass unit tests

Signed-off-by: mao3267 <[email protected]>

* Sagemaker dict determinism (#2597)

* truncate sagemaker agent outputs

Signed-off-by: Samhita Alla <[email protected]>

* fix tests and update agent output

Signed-off-by: Samhita Alla <[email protected]>

* lint

Signed-off-by: Samhita Alla <[email protected]>

* fix test

Signed-off-by: Samhita Alla <[email protected]>

* add idempotence token to workflow

Signed-off-by: Samhita Alla <[email protected]>

* fix type

Signed-off-by: Samhita Alla <[email protected]>

* fix mixin

Signed-off-by: Samhita Alla <[email protected]>

* modify output handler

Signed-off-by: Samhita Alla <[email protected]>

* make the dictionary deterministic

Signed-off-by: Samhita Alla <[email protected]>

* nit

Signed-off-by: Samhita Alla <[email protected]>

---------

Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* refactor(core): Enhance return type extraction logic (#2598)

Signed-off-by: Kevin Su <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Feat: Make exception raised by external command authenticator more actionable (#2594)

Signed-off-by: Fabio Grätz <[email protected]>
Co-authored-by: Fabio Grätz <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Fix: Properly re-raise non-grpc exceptions during refreshing of proxy-auth credentials in auth interceptor (#2591)

Signed-off-by: Fabio Grätz <[email protected]>
Co-authored-by: Fabio Grätz <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* validate idempotence token length in subsequent tasks (#2604)

* validate idempotence token length in subsequent tasks

Signed-off-by: Samhita Alla <[email protected]>

* remove redundant param

Signed-off-by: Samhita Alla <[email protected]>

* add tests

Signed-off-by: Samhita Alla <[email protected]>

---------

Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Add nvidia-l4 gpu accelerator (#2608)

Signed-off-by: Eduardo Apolinario <[email protected]>
Co-authored-by: Eduardo Apolinario <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* eliminate redundant literal conversion for `Iterator[JSON]` type (#2602)

* eliminate redundant literal conversion for  type

Signed-off-by: Samhita Alla <[email protected]>

* add test

Signed-off-by: Samhita Alla <[email protected]>

* lint

Signed-off-by: Samhita Alla <[email protected]>

* add isclass check

Signed-off-by: Samhita Alla <[email protected]>

---------

Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* [FlyteSchema] Fix numpy problems (#2619)

Signed-off-by: Future-Outlier <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* add nim plugin (#2475)

* add nim plugin

Signed-off-by: Samhita Alla <[email protected]>

* move nim to inference

Signed-off-by: Samhita Alla <[email protected]>

* import fix

Signed-off-by: Samhita Alla <[email protected]>

* fix port

Signed-off-by: Samhita Alla <[email protected]>

* add pod_template method

Signed-off-by: Samhita Alla <[email protected]>

* add containers

Signed-off-by: Samhita Alla <[email protected]>

* update

Signed-off-by: Samhita Alla <[email protected]>

* clean up

Signed-off-by: Samhita Alla <[email protected]>

* remove cloud import

Signed-off-by: Samhita Alla <[email protected]>

* fix extra config

Signed-off-by: Samhita Alla <[email protected]>

* remove decorator

Signed-off-by: Samhita Alla <[email protected]>

* add tests, update readme

Signed-off-by: Samhita Alla <[email protected]>

* add env

Signed-off-by: Samhita Alla <[email protected]>

* add support for lora adapter

Signed-off-by: Samhita Alla <[email protected]>

* minor fixes

Signed-off-by: Samhita Alla <[email protected]>

* add startup probe

Signed-off-by: Samhita Alla <[email protected]>

* increase failure threshold

Signed-off-by: Samhita Alla <[email protected]>

* remove ngc secret group

Signed-off-by: Samhita Alla <[email protected]>

* move plugin to flytekit core

Signed-off-by: Samhita Alla <[email protected]>

* fix docs

Signed-off-by: Samhita Alla <[email protected]>

* remove hf group

Signed-off-by: Samhita Alla <[email protected]>

* modify podtemplate import

Signed-off-by: Samhita Alla <[email protected]>

* fix import

Signed-off-by: Samhita Alla <[email protected]>

* fix ngc api key

Signed-off-by: Samhita Alla <[email protected]>

* fix tests

Signed-off-by: Samhita Alla <[email protected]>

* fix formatting

Signed-off-by: Samhita Alla <[email protected]>

* lint

Signed-off-by: Samhita Alla <[email protected]>

* docs fix

Signed-off-by: Samhita Alla <[email protected]>

* docs fix

Signed-off-by: Samhita Alla <[email protected]>

* update secrets interface

Signed-off-by: Samhita Alla <[email protected]>

* add secret prefix

Signed-off-by: Samhita Alla <[email protected]>

* fix tests

Signed-off-by: Samhita Alla <[email protected]>

* add urls

Signed-off-by: Samhita Alla <[email protected]>

* add urls

Signed-off-by: Samhita Alla <[email protected]>

* remove urls

Signed-off-by: Samhita Alla <[email protected]>

* minor modifications

Signed-off-by: Samhita Alla <[email protected]>

* remove secrets prefix; add failure threshold

Signed-off-by: Samhita Alla <[email protected]>

* add hard-coded prefix

Signed-off-by: Samhita Alla <[email protected]>

* add comment

Signed-off-by: Samhita Alla <[email protected]>

* make secrets prefix a required param

Signed-off-by: Samhita Alla <[email protected]>

* move nim to flytekit plugin

Signed-off-by: Samhita Alla <[email protected]>

* update readme

Signed-off-by: Samhita Alla <[email protected]>

* update readme

Signed-off-by: Samhita Alla <[email protected]>

* update readme

Signed-off-by: Samhita Alla <[email protected]>

---------

Signed-off-by: Samhita Alla <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* [Elastic/Artifacts] Pass through model card (#2575)

Signed-off-by: Yee Hing Tong <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Remove pyarrow as a direct dependency (#2228)

Signed-off-by: Thomas J. Fan <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Boolean flag to show local container logs to the terminal (#2521)

Signed-off-by: aditya7302 <[email protected]>
Signed-off-by: Kevin Su <[email protected]>
Co-authored-by: Kevin Su <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Enable Ray Fast Register (#2606)

Signed-off-by: Jan Fiedler <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* [Artifacts/Elastic] Skip partitions (#2620)

Signed-off-by: Yee Hing Tong <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Install flyteidl from master in plugins tests (#2621)

Signed-off-by: Eduardo Apolinario <[email protected]>
Co-authored-by: Eduardo Apolinario <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Using ParamSpec to show underlying typehinting (#2617)

Signed-off-by: JackUrb <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Support ArrayNode mapping over Launch Plans (#2480)

* set up array node

Signed-off-by: Paul Dittamo <[email protected]>

* wip array node task wrapper

Signed-off-by: Paul Dittamo <[email protected]>

* support function like callability

Signed-off-by: Paul Dittamo <[email protected]>

* temp check in some progress on python func wrapper

Signed-off-by: Paul Dittamo <[email protected]>

* only support launch plans in new array node class for now

Signed-off-by: Paul Dittamo <[email protected]>

* add map task array node implementation wrapper

Signed-off-by: Paul Dittamo <[email protected]>

* ArrayNode only supports LPs for now

Signed-off-by: Paul Dittamo <[email protected]>

* support local execute for new array node implementation

Signed-off-by: Paul Dittamo <[email protected]>

* add local execute unit tests for array node

Signed-off-by: Paul Dittamo <[email protected]>

* set exeucution version in array node spec

Signed-off-by: Paul Dittamo <[email protected]>

* check input types for local execute

Signed-off-by: Paul Dittamo <[email protected]>

* remove code that is un-needed for now

Signed-off-by: Paul Dittamo <[email protected]>

* clean up array node class

Signed-off-by: Paul Dittamo <[email protected]>

* improve naming

Signed-off-by: Paul Dittamo <[email protected]>

* clean up

Signed-off-by: Paul Dittamo <[email protected]>

* utilize enum execution mode to set array node execution path

Signed-off-by: Paul Dittamo <[email protected]>

* default execution mode to FULL_STATE for new array node class

Signed-off-by: Paul Dittamo <[email protected]>

* support min_successes for new array node

Signed-off-by: Paul Dittamo <[email protected]>

* add map task wrapper unit test

Signed-off-by: Paul Dittamo <[email protected]>

* set min successes for array node map task wrapper

Signed-off-by: Paul Dittamo <[email protected]>

* update docstrings

Signed-off-by: Paul Dittamo <[email protected]>

* Install flyteidl from master in plugins tests

Signed-off-by: Eduardo Apolinario <[email protected]>

* lint

Signed-off-by: Paul Dittamo <[email protected]>

* clean up min success/ratio setting

Signed-off-by: Paul Dittamo <[email protected]>

* lint

Signed-off-by: Paul Dittamo <[email protected]>

* make array node class callable

Signed-off-by: Paul Dittamo <[email protected]>

---------

Signed-off-by: Paul Dittamo <[email protected]>
Signed-off-by: Eduardo Apolinario <[email protected]>
Co-authored-by: Eduardo Apolinario <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Richer printing for some artifact objects (#2624)

Signed-off-by: Yee Hing Tong <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* ci: Add Python 3.9 to build matrix (#2622)

Signed-off-by: Kevin Su <[email protected]>
Signed-off-by: Eduardo Apolinario <[email protected]>
Signed-off-by: Future-Outlier <[email protected]>
Co-authored-by: Eduardo Apolinario <[email protected]>
Co-authored-by: Future-Outlier <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* bump (#2627)

Signed-off-by: Yee Hing Tong <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Added alt prefix head to FlyteFile.new_remote (#2601)

* Added alt prefix head to FlyteFile.new_remote

Signed-off-by: pryce-turner <[email protected]>

* Added get_new_path method to FileAccessProvider, fixed new_remote method of FlyteFile

Signed-off-by: pryce-turner <[email protected]>

* Updated tests and added new path creator to FlyteFile/Dir new_remote methods

Signed-off-by: pryce-turner <[email protected]>

* Improved docstrings, fixed minor path sep bug, more descriptive naming, better test

Signed-off-by: pryce-turner <[email protected]>

* Formatting

Signed-off-by: pryce-turner <[email protected]>

---------

Signed-off-by: pryce-turner <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Feature gate for FlyteMissingReturnValueException (#2623)

Signed-off-by: Kevin Su <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Remove use of multiprocessing from the OAuth client (#2626)

* Remove use of multiprocessing from the OAuth client

Signed-off-by: Robert Deaton <[email protected]>

* Lint

Signed-off-by: Robert Deaton <[email protected]>

---------

Signed-off-by: Robert Deaton <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Update codespell in precommit to version 2.3.0 (#2630)

Signed-off-by: mao3267 <[email protected]>

* Fix Snowflake Agent Bug (#2605)

* fix snowflake agent bug

Signed-off-by: Future-Outlier <[email protected]>

* a work version

Signed-off-by: Future-Outlier <[email protected]>

* Snowflake work version

Signed-off-by: Future-Outlier <[email protected]>

* fix secret encode

Signed-off-by: Future-Outlier <[email protected]>

* all works, I am so happy

Signed-off-by: Future-Outlier <[email protected]>

* improve additional protocol

Signed-off-by: Future-Outlier <[email protected]>

* fix tests

Signed-off-by: Future-Outlier <[email protected]>

* Fix Tests

Signed-off-by: Future-Outlier <[email protected]>

* update agent

Signed-off-by: Kevin Su <[email protected]>

* Add snowflake test

Signed-off-by: Kevin Su <[email protected]>

* nit

Signed-off-by: Kevin Su <[email protected]>

* sd

Signed-off-by: Kevin Su <[email protected]>

* snowflake loglinks

Signed-off-by: Future-Outlier <[email protected]>

* add metadata

Signed-off-by: Future-Outlier <[email protected]>

* secret

Signed-off-by: Kevin Su <[email protected]>

* nit

Signed-off-by: Kevin Su <[email protected]>

* remove table

Signed-off-by: Future-Outlier <[email protected]>

* add comment for get private key

Signed-off-by: Future-Outlier <[email protected]>

* update comments:

Signed-off-by: Future-Outlier <[email protected]>

* Fix Tests

Signed-off-by: Future-Outlier <[email protected]>

* update comments

Signed-off-by: Future-Outlier <[email protected]>

* update comments

Signed-off-by: Future-Outlier <[email protected]>

* Better Secrets

Signed-off-by: Future-Outlier <[email protected]>

* use union secret

Signed-off-by: Future-Outlier <[email protected]>

* Update Changes

Signed-off-by: Future-Outlier <[email protected]>

* use if not get_plugin().secret_requires_group()

Signed-off-by: Future-Outlier <[email protected]>

* Use Union SDK

Signed-off-by: Future-Outlier <[email protected]>

* Update

Signed-off-by: Future-Outlier <[email protected]>

* Fix Secrets

Signed-off-by: Future-Outlier <[email protected]>

* Fix Secrets

Signed-off-by: Future-Outlier <[email protected]>

* remove pacakge.json

Signed-off-by: Future-Outlier <[email protected]>

* lint

Signed-off-by: Future-Outlier <[email protected]>

* add snowflake-connector-python

Signed-off-by: Future-Outlier <[email protected]>

* fix test_snowflake

Signed-off-by: Future-Outlier <[email protected]>

* Try to fix tests

Signed-off-by: Future-Outlier <[email protected]>

* fix tests

Signed-off-by: Future-Outlier <[email protected]>

* Try Fix snowflake Import

Signed-off-by: Future-Outlier <[email protected]>

* snowflake test passed

Signed-off-by: Future-Outlier <[email protected]>

---------

Signed-off-by: Future-Outlier <[email protected]>
Signed-off-by: Kevin Su <[email protected]>
Co-authored-by: Kevin Su <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* run test_missing_return_value on python 3.10+ (#2637)

Signed-off-by: Kevin Su <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* [Elastic] Fix context usage and apply fix to fork method (#2628)

Signed-off-by: Yee Hing Tong <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Add flytekit-omegaconf plugin (#2299)

* add flytekit-hydra

Signed-off-by: mg515 <[email protected]>

* fix small typo readme

Signed-off-by: mg515 <[email protected]>

* ruff ruff

Signed-off-by: mg515 <[email protected]>

* lint more

Signed-off-by: mg515 <[email protected]>

* rename plugin into flytekit-omegaconf

Signed-off-by: mg515 <[email protected]>

* lint sort imports

Signed-off-by: mg515 <[email protected]>

* use flytekit logger

Signed-off-by: mg515 <[email protected]>

* use flytekit logger #2

Signed-off-by: mg515 <[email protected]>

* fix typing info in is_flatable

Signed-off-by: mg515 <[email protected]>

* use default_factory instead of mutable default value

Signed-off-by: mg515 <[email protected]>

* add python3.11 and python3.12 to setup.py

Signed-off-by: mg515 <[email protected]>

* make fmt

Signed-off-by: mg515 <[email protected]>

* define error message only once

Signed-off-by: mg515 <[email protected]>

* add docstring

Signed-off-by: mg515 <[email protected]>

* remove GenericEnumTransformer and tests

Signed-off-by: mg515 <[email protected]>

* fallback to TypeEngine.get_transformer(node_type) to find suitable transformer

Signed-off-by: mg515 <[email protected]>

* explicit valueerrors instead of asserts

Signed-off-by: mg515 <[email protected]>

* minor style improvements

Signed-off-by: mg515 <[email protected]>

* remove obsolete warnings

Signed-off-by: mg515 <[email protected]>

* import flytekit logger instead of instantiating our own

Signed-off-by: mg515 <[email protected]>

* docstrings in reST format

Signed-off-by: mg515 <[email protected]>

* refactor transformer mode

Signed-off-by: mg515 <[email protected]>

* improve docs

Signed-off-by: mg515 <[email protected]>

* refactor dictconfig class into smaller methods

Signed-off-by: mg515 <[email protected]>

* add unit tests for dictconfig transformer

Signed-off-by: mg515 <[email protected]>

* refactor of parse_type_description()

Signed-off-by: mg515 <[email protected]>

* add omegaconf plugin to pythonbuild.yaml

---------

Signed-off-by: mg515 <[email protected]>
Signed-off-by: Eduardo Apolinario <[email protected]>
Co-authored-by: Eduardo Apolinario <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Adds extra-index-url to default image builder (#2636)

Signed-off-by: Thomas J. Fan <[email protected]>
Co-authored-by: Kevin Su <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* reference_task should inherit from PythonTask (#2643)

Signed-off-by: Kevin Su <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* Fix Get Agent Secret Using Key (#2644)

Signed-off-by: Future-Outlier <[email protected]>
Signed-off-by: mao3267 <[email protected]>

* fix: prevent converting Flyte types as custom dataclasses

Signed-off-by: mao3267 <[email protected]>

* fix: add None to output type

Signed-off-by: mao3267 <[email protected]>

* test: add unit test for nested dataclass inputs

Signed-off-by: mao3267 <[email protected]>

* test: add unit tests for nested dataclass, dataclass default value as None, and flyte type exceptions

Signed-off-by: mao3267 <[email protected]>

* fix: handle NoneType as default value of list type dataclass members

Signed-off-by: mao3267 <[email protected]>

* fix: add comments for `has_nested_dataclass` function

Signed-off-by: mao3267 <[email protected]>

* fix: make lint

Signed-off-by: mao3267 <[email protected]>

* fix: update tests regarding input through file and pipe

Signed-off-by: mao3267 <[email protected]>

* Make JsonParamType convert faster

Signed-off-by: Future-Outlier <[email protected]>

* make has_nested_dataclass func more clean and add tests for dataclass_with_optional_fields

Signed-off-by: Future-Outlier <[email protected]>

* make logic more backward compatible

Signed-off-by: Future-Outlier <[email protected]>

* fix: handle indexing errors in dict/list while checking nested dataclass, add comments

Signed-off-by: mao3267 <[email protected]>

---------

Signed-off-by: mao3267 <[email protected]>
Co-authored-by: Kevin Su <[email protected]>
Co-authored-by: Future-Outlier <[email protected]>
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2 participants