33 Commits

Author SHA1 Message Date
Stefano Fiorucci
35fb6c6f01
feat: improve AnswerBuilder to support showing RAG references (#9933)
* draft

* improve

* refactor

* improvs + usage ex

* relnote

* pipeline test fix
2025-10-24 12:47:16 +02:00
Arya Tayshete
f8d6757eab
feat(converters): CSVToDocument supports row-level conversion (#9773)
* feat(converters): CSVToDocument row-level conversion (content_column, columns→meta) + tests + releasenote

Signed-off-by: Arya Tayshete <avtayshete_b21@et.vjti.ac.in>

* feat(converters): CSVToDocument row-mode hardening + tests

Signed-off-by: Arya Tayshete <avtayshete_b21@et.vjti.ac.in>

* test(converters): remove long commented line to satisfy ruff E501

Signed-off-by: Arya Tayshete <avtayshete_b21@et.vjti.ac.in>

* fix(converters): avoid infinite loop

Signed-off-by: Arya Tayshete <avtayshete_b21@et.vjti.ac.in>

* feat(converters): require content_column in run() for row mode; remove fallbacks; improve docstrings; update tests

Signed-off-by: Arya Tayshete <avtayshete_b21@et.vjti.ac.in>

* feat(converters): content_column required in run method instead of init

Signed-off-by: Arya Tayshete <avtayshete_b21@et.vjti.ac.in>

* feat(csv): row-mode with required run() arg ; update BDD pipeline tests

---------

Signed-off-by: Arya Tayshete <avtayshete_b21@et.vjti.ac.in>
2025-10-09 13:15:51 +00:00
Abdelrahman Kaseb
5f3c37d287
chore: adopt PEP 585 type hints (#9678)
* chore(lint): enforce and apply PEP 585 type hinting

* Run fmt fixes

* Fix all typing imports using some regex

* Fix all typing written in string in tests

* undo changes in the e2e tests

* make e2e test use list instead of List

* type fixes

* remove type:ignore

* pylint

* Remove typing from Usage example comments

* Remove typing from most of comments

* try to fix e2e tests on comm PRs

* fix

* Add tests typing.List in to adjust test compatiplity
- test/components/agents/test_state_class.py
- test/components/converters/test_output_adapter.py
- test/components/joiners/test_list_joiner.py

* simplify pyproject

* improve relnote

---------

Co-authored-by: anakin87 <stefanofiorucci@gmail.com>
2025-08-07 10:23:14 +02:00
Sebastian Husch Lee
7a63559faf
feat: Raise warning if the pipeline is unable to continue running due to a blocked component (#9569)
* First pass at alerting a user that the pipeline is blocked

* Change approach and add change to async pipeline

* Fix check in run_async

* Another fix

* Somehow also fixed the max_runs_per_component

* Align sync run and async run component

* Update output type of component outputs to Mapping to align with our protocol

* linting

* ruff

* Make it a core test

* Add reno

* Some refactoring

* Linting

* Fix mypy

* Converting to warning

* Small changes

* Update release note

* More cleanup

* PR comment

* PR comments
2025-07-15 14:02:39 +00:00
Sebastian Husch Lee
85258f0654
fix: Fix types and formatting pipeline test_run.py (#9575)
* Fix types in test_run.py

* Get test_run.py to pass fmt-check

* Add test_run to mypy checks

* Update test folder to pass ruff linting

* Fix merge

* Fix HF tests

* Fix hf test

* Try to fix tests

* Another attempt

* minor fix

* fix SentenceTransformersDiversityRanker

* skip integrations tests due to model unavailable on HF inference

---------

Co-authored-by: anakin87 <stefanofiorucci@gmail.com>
2025-07-03 09:49:09 +02:00
David S. Batista
da60156174
chore: removing unused imports from tests (#9446) 2025-05-26 16:22:51 +00:00
Vladimir Blagojevic
167229f328
feat: Extend AnswerBuilder for Agent (#9406)
* Extend AnswerBuilder for Agent

* Update tests

* Add reno note

* PR feedback

* Add a better unit test

* Update haystack/components/builders/answer_builder.py

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>

* Update haystack/components/builders/answer_builder.py

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>

* PR feedback

* Remove copy

---------

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>
2025-05-22 14:32:36 +02:00
Stefano Fiorucci
f3c44be904
refactor!: remove dataframe field from Document and ExtractedTableAnswer; make pandas optional (#8906)
* remove dataframe

* release note

* small fix

* group imports

* Update pyproject.toml

Co-authored-by: Julian Risch <julian.risch@deepset.ai>

* Update pyproject.toml

Co-authored-by: Julian Risch <julian.risch@deepset.ai>

* address feedback

---------

Co-authored-by: Julian Risch <julian.risch@deepset.ai>
2025-03-04 11:06:07 +00:00
mathislucka
ee81570f37
fix: only overwrite existing socket inputs when we provide a new value (#8940)
* fix: only overwrite existing socket inputs when we provide a new value

* chore: add release notes

* Apply suggestions from code review

---------

Co-authored-by: Julian Risch <julian.risch@deepset.ai>
2025-02-27 09:13:41 +00:00
mathislucka
76753fd4c6
fix: reduce number of edge cases where lazy variadic components wait for inputs that can't arrive anymore (#8907)
* wip

* fix: running order with lazy variadic components

* fix: tests

* format

* comment

* fix: alternative approach to fixing running order

* unused imports

* revert fix

* remove unneeded return

* remove data based approach to tie breaking

* release note

* trailing spaces

* newline eof

* unused import

* add more explanations to release note
2025-02-24 15:17:17 +00:00
mathislucka
8c54f06a19
fix: component checks failing for components that return dataframes (#8873)
* fix: use is not to compare to sentinel value

* chore: release notes

* Update releasenotes/notes/fix-component-checks-with-ambiguous-truth-values-949c447b3702e427.yaml

Co-authored-by: David S. Batista <dsbatista@gmail.com>

* fix: another sentinel value

* test: also test base class

* add pandas as test dependency

* format

* Trigger CI

* mark test with xfail strict=False

---------

Co-authored-by: Sebastian Husch Lee <sjrl@users.noreply.github.com>
Co-authored-by: David S. Batista <dsbatista@gmail.com>
Co-authored-by: anakin87 <stefanofiorucci@gmail.com>
2025-02-19 09:10:48 +00:00
mathislucka
e5b9bdeb66
feat: AsyncPipeline that can schedule components to run concurrently (#8812)
* add component checks

* pipeline should run deterministically

* add FIFOQueue

* add agent tests

* add order dependent tests

* run new tests

* remove code that is not needed

* test: intermediate from cycle outputs are available outside cycle

* add tests for component checks (Claude)

* adapt tests for component checks (o1 review)

* chore: format

* remove tests that aren't needed anymore

* add _calculate_priority tests

* revert accidental change in pyproject.toml

* test format conversion

* adapt to naming convention

* chore: proper docstrings and type hints for PQ

* format

* add more unit tests

* rm unneeded comments

* test input consumption

* lint

* fix: docstrings

* lint

* format

* format

* fix license header

* fix license header

* add component run tests

* fix: pass correct input format to tracing

* fix types

* format

* format

* types

* add defaults from Socket instead of signature

- otherwise components with dynamic inputs would fail

* fix test names

* still wait for optional inputs on greedy variadic sockets

- mirrors previous behavior

* fix format

* wip: warn for ambiguous running order

* wip: alternative warning

* fix license header

* make code more readable

Co-authored-by: Amna Mubashar <amnahkhan.ak@gmail.com>

* Introduce content tracing to a behavioral test

* Fixing linting

* Remove debug print statements

* Fix tracer tests

* remove print

* test: test for component inputs

* test: remove testing for run order

* chore: update component checks from experimental

* chore: update pipeline and base from experimental

* refactor: remove unused method

* refactor: remove unused method

* refactor: outdated comment

* refactor: inputs state is updated as side effect

- to prepare for AsyncPipeline implementation

* format

* test: add file conversion test

* format

* fix: original implementation deepcopies outputs

* lint

* fix: from_dict was updated

* fix: format

* fix: test

* test: add test for thread safety

* remove unused imports

* format

* test: FIFOPriorityQueue

* chore: add release note

* feat: add AsyncPipeline

* chore: Add release notes

* fix: format

* debug: switch run order to debug ubuntu and windows tests

* fix: consider priorities of other components while waiting for DEFER

* refactor: simplify code

* fix: resolve merge conflict with mermaid changes

* fix: format

* fix: remove unused import

* refactor: rename to avoid accidental conflicts

* fix: track pipeline type

* fix: and extend test

* fix: format

* style: sort alphabetically

* Update test/core/pipeline/features/conftest.py

Co-authored-by: Amna Mubashar <amnahkhan.ak@gmail.com>

* Update test/core/pipeline/features/conftest.py

Co-authored-by: Amna Mubashar <amnahkhan.ak@gmail.com>

* Update releasenotes/notes/feat-async-pipeline-338856a142e1318c.yaml

* fix: indentation, do not close loop

* fix: use asyncio.run

* fix: format

---------

Co-authored-by: Amna Mubashar <amnahkhan.ak@gmail.com>
Co-authored-by: David S. Batista <dsbatista@gmail.com>
2025-02-07 16:37:29 +01:00
mathislucka
eec91824bc
fix: pipeline run bugs in cyclic and acyclic pipelines (#8707)
* add component checks

* pipeline should run deterministically

* add FIFOQueue

* add agent tests

* add order dependent tests

* run new tests

* remove code that is not needed

* test: intermediate from cycle outputs are available outside cycle

* add tests for component checks (Claude)

* adapt tests for component checks (o1 review)

* chore: format

* remove tests that aren't needed anymore

* add _calculate_priority tests

* revert accidental change in pyproject.toml

* test format conversion

* adapt to naming convention

* chore: proper docstrings and type hints for PQ

* format

* add more unit tests

* rm unneeded comments

* test input consumption

* lint

* fix: docstrings

* lint

* format

* format

* fix license header

* fix license header

* add component run tests

* fix: pass correct input format to tracing

* fix types

* format

* format

* types

* add defaults from Socket instead of signature

- otherwise components with dynamic inputs would fail

* fix test names

* still wait for optional inputs on greedy variadic sockets

- mirrors previous behavior

* fix format

* wip: warn for ambiguous running order

* wip: alternative warning

* fix license header

* make code more readable

Co-authored-by: Amna Mubashar <amnahkhan.ak@gmail.com>

* Introduce content tracing to a behavioral test

* Fixing linting

* Remove debug print statements

* Fix tracer tests

* remove print

* test: test for component inputs

* test: remove testing for run order

* chore: update component checks from experimental

* chore: update pipeline and base from experimental

* refactor: remove unused method

* refactor: remove unused method

* refactor: outdated comment

* refactor: inputs state is updated as side effect

- to prepare for AsyncPipeline implementation

* format

* test: add file conversion test

* format

* fix: original implementation deepcopies outputs

* lint

* fix: from_dict was updated

* fix: format

* fix: test

* test: add test for thread safety

* remove unused imports

* format

* test: FIFOPriorityQueue

* chore: add release note

* fix: resolve merge conflict with mermaid changes

* fix: format

* fix: remove unused import

* refactor: rename to avoid accidental conflicts

* chore: remove unused inputs, add missing license header

* chore: extend release notes

* Update releasenotes/notes/fix-pipeline-run-2fefeafc705a6d91.yaml

Co-authored-by: Amna Mubashar <amnahkhan.ak@gmail.com>

* fix: format

* fix: format

* Update release note

---------

Co-authored-by: Amna Mubashar <amnahkhan.ak@gmail.com>
Co-authored-by: David S. Batista <dsbatista@gmail.com>
2025-02-06 14:19:47 +00:00
mathislucka
fe9b1e29d4
CI: fix format after newly introduced formatting rules from ruff release (#8696) 2025-01-09 16:25:55 +00:00
Stefano Fiorucci
ea3602643a
feat!: new ChatMessage (#8640)
* draft

* del HF token in tests

* adaptations

* progress

* fix type

* import sorting

* more control on deserialization

* release note

* improvements

* support name field

* fix chatpromptbuilder test

* Update chat_message.py

---------

Co-authored-by: Daria Fokina <daria.fokina@deepset.ai>
2024-12-17 17:02:04 +01:00
Stefano Fiorucci
c8685aa141
refactor: update components to access ChatMessage.text instead of content (#8589)
* introduce text property and deprecate content

* release note

* use chatmessage.text

* release note

* linting
2024-11-28 10:16:07 +00:00
Sebastian Husch Lee
294a67e426
feat: Adding StringJoiner (#8357)
* Adding StringJoiner

* Release notes

* Remove typing

* Remove unused import

* Try to fix header

* Fix one test

* Add to docs, move test to behavioral pipeline test

* Undo changes

* Fix test

* Update haystack/components/joiners/string_joiner.py

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>

* Update haystack/components/joiners/string_joiner.py

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>

* Provide usage example

* Apply suggestions from code review

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>

---------

Co-authored-by: Stefano Fiorucci <stefanofiorucci@gmail.com>
Co-authored-by: Silvano Cerza <3314350+silvanocerza@users.noreply.github.com>
2024-10-30 15:03:41 +00:00
Silvano Cerza
8205724395
feat: Rework Pipeline.run() to better handle cycles (#8431)
* draft

* Enhance

* Almost works

* Simplify some parts and handle intermediate outputs

* Handle connections with default

* Handle cycles with multiple connections from two components

* Update distributed outputs at the correct time

* Remove Component inputs after it runs

* Add agent pipeline test case

* Fix infite loop test

* Handle some corner cases with loops checking and inputs deletion

* Fix tests

* Add new behavioral test

* Remove unused code in behavioural test

* Fix behavioural test

* Fix max run check

* Simplify outputs distribution

* Simplify subgraph run check

* Remove unused _init_run_queue function

* Remove commented code

* Add some missing type hints

* Simplify cycles breaking

* Fix _distribute_output test

* Fix _find_components_that_will_receive_no_input test

* Fix validation test

* Fix tracer losing Component inputs

* Fix some linting issues

* Remove ignore pylint rule

* Rename method that break cycles and make it raise

* Add docstring to _run_subgraph

* Update Pipeline.run() docstring

* Update comment to clarify cycles execution

* Remove SelfLoop sample Component

* Add behavioural test for unsupported cycles

* Rename behavioural test to be more specific

* Add new behavioural test

* Add release notes

* Remove commented out code and random pass

* Use more efficient function to find cycles

* Simplify _break_supported_cycles_in_graph by using defaultdict

* Stop breaking edges as soon as we make the graph acyclic

* Fix docstring and add some more comments

* Fix _distribute_output docstring

* Fix _find_receivers_from docstring

* More detailed release notes

* Minimize calls to networkx.is_directed_acyclic_graph

* Add some more info on edges keys

* Adjust components_in_cycles comment

* Add new Pipeline behavioural test

* Enhance _find_components_that_will_receive_no_input to cover more cases

* Explain why run_queue is reset after running a subgraph cycle

* Rename _init_inputs_state to _normalize_input_data

* Better explain the subgraph output distribution

* Remove for else

* Fix some comments and docstrings

* Fix linting

* Add missing return type

* Fix typo

* Rename _normalize_input_data to _normalize_varidiac_input_data and add more documentation

* Remove unused import

---------

Co-authored-by: Sebastian Husch Lee <sjrl423@gmail.com>
2024-10-29 15:43:16 +01:00
Ajit Singh
7ba30d5691
feat: Pipeline.connect() will now raise a PipelineConnectError if sender and receiver are the same Component (#8403)
* Added equality check for sender and receiver in connection function of pipeline

* Update base.py

irrelevant changes reverted

* added release note

* altered a walk with cycle test

* added a test to verify that pipeline raises PipelineConnectError when adding a component to itself

* Update release notes

* Remove self connection feature tests

* Tidy up connect unit test

---------

Co-authored-by: Silvano Cerza <silvanocerza@gmail.com>
2024-09-30 15:52:36 +02:00
Sebastian Husch Lee
74f7c6fdfb
Set max_runs_per_component to 1 for pipelines that are linear (#8393) 2024-09-24 14:44:45 +02:00
Sebastian Husch Lee
2235ce673f
test: Move pipeline test to behavorials (#8377) 2024-09-19 16:59:35 +02:00
Madeesh Kannan
672bcf7e03
fix: Add constraints to set_input_type(s) based on run method (#8358)
* fix: Prevent the usage of `set_input_type(s)` when the `run` method doesn't have kwargs,
raise if `set_input_type(s)` overrides `run` method parameters

* fix: update components and tests

* reno
2024-09-12 15:58:16 +02:00
Silvano Cerza
5514676b5e
feat: Deprecate max_loops_allowed in favour of new argument max_runs_per_component (#8354)
* Deprecate max_loops_allowed in favour of new argument max_runs_per_component

* Add missing test file

* Some enhancements

* Add version that will remove deprecate stuff
2024-09-12 11:00:12 +02:00
Silvano Cerza
4d67b552e1
Fix Pipeline skipping a Component with Variadic input (#8347)
* Fix Pipeline skipping a Component with Variadic input

* Simplify _find_components_that_will_receive_no_input
2024-09-10 14:59:53 +02:00
Silvano Cerza
c7e29a83c1
fix: Fix infinite loop when running Pipeline (#8123)
* Fix infinite loop when running Pipeline

* Simplify if
2024-07-30 15:00:12 +02:00
Amna Mubashar
499fbcc59f
Remove Multiplexer and related tests (#8020) 2024-07-16 15:39:40 +02:00
Silvano Cerza
0411cd938a
Fix bug in Pipeline.run() executing Components in a wrong and unexpected order (#8021)
* Fix bug in Pipeline.run() executing Components in a wrong and unexpected order

* Update haystack/core/pipeline/base.py

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

---------

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
2024-07-12 15:30:10 +00:00
Massimiliano Pippi
3a03fce71c
ci: Add code formatting checks (#7882)
* ruff settings

enable ruff format and re-format outdated files

feat: `EvaluationRunResult` add parameter to specify columns to keep in the comparative `Dataframe`  (#7879)

* adding param to explictily state which cols to keep

* adding param to explictily state which cols to keep

* adding param to explictily state which cols to keep

* updating tests

* adding release notes

* Update haystack/evaluation/eval_run_result.py

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

* Update releasenotes/notes/add-keep-columns-to-EvalRunResult-comparative-be3e15ce45de3e0b.yaml

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

* updating docstring

---------

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

add format-check

fail on format and linting failures

fix string formatting

reformat long lines

fix tests

fix typing

linter

pull from main

* reformat

* lint -> check

* lint -> check
2024-06-18 15:52:46 +00:00
Silvano Cerza
3c8569e12c
fix: Fix running Pipeline with conditional branch and Component with default inputs (#7799)
* Fix running Pipeline with conditional branch and Component with default inputs

* Add release notes

* Change arg name of _init_to_run so it's clearer

* Enhance release note
2024-06-06 13:19:07 +00:00
Silvano Cerza
74df8ed937
test: Rework Pipeline.run() tests to ease declaration with dataclasses (#7790)
* Rework boilerplate function that run Pipeline in scenarios testing

* Update tests to use new dataclasses

* Update README.md to reflect dataclass changes

* Use absolute import from conftest
2024-06-03 15:59:42 +02:00
Silvano Cerza
07ae45e0c2
test: Migrate Pipeline.run() tests with run arguments (#7777)
* Support Pipeline.run() arguments in tests

* Move intermediate outputs
2024-06-03 12:36:04 +02:00
Silvano Cerza
d81af81fbb
test: Migrate pipeline run tests (#7775)
* Move complex pipeline

* Move pipeline with default

* Move pipeline with distinct loops

* Move pipeline with double loop

* Move pipeline with dynamic inputs

* Move fixed decision pipeline

* Move fixed merging pipeline

* Move fixed decision and merge pipeline

* Remove test_joiners.py

* Move looping and merge pipeline

* Remove test_looping.py

* Move mutable input pipeline

* Move parallel branches pipeline

* Move same input different components pipeline

* Move test_run_with_greedy_variadic_after_component_with_default_input_simple

* Remove test_run_raises_if_max_visits_reached

* Move test_run_with_component_that_does_not_return_dict

* Move test_correct_execution_order_of_components_with_only_defaults

* Move test_pipeline_is_not_stuck_with_components_with_only_defaults

* Move test_pipeline_is_not_stuck_with_components_with_only_defaults_as_first_components

* Move self loop pipeline

* Move variable decision and merge pipeline

* Remove test_variable_decision_pipeline

* Move variable merging pipeline

* Add FakeComponent removed by mistake
2024-05-31 13:00:29 +02:00
Silvano Cerza
3dcc21fd73
test: Pipeline run tests rework (#7748)
* Rework Pipeline.run() tests

* Remove test_linear_pipeline.py

* Add test for components execution order

* Add new pytest-bdd tests dependency

* Update README.md

* Add function to dinamically add integration marker

* Fix marking tests as integration
2024-05-28 15:42:47 +02:00