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haystack/rest_api/pipeline/custom_component.py

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Add scaffold for defining custom components for Pipelines (#1205)
2021-06-23 12:01:54 +02:00
"""
Pipelines allow putting together Components to build a graph.
In addition to the standard Haystack Components, custom user-defined Components
can be used in a Pipeline YAML configuration.
The classes for the Custom Components must be defined in this file.
"""
Refactoring of the `haystack` package (#1624) * Files moved, imports all broken * Fix most imports and docstrings into * Fix the paths to the modules in the API docs * Add latest docstring and tutorial changes * Add a few pipelines that were lost in the inports * Fix a bunch of mypy warnings * Add latest docstring and tutorial changes * Create a file_classifier module * Add docs for file_classifier * Fixed most circular imports, now the REST API can start * Add latest docstring and tutorial changes * Tackling more mypy issues * Reintroduce from FARM and fix last mypy issues hopefully * Re-enable old-style imports * Fix some more import from the top-level package in an attempt to sort out circular imports * Fix some imports in tests to new-style to prevent failed class equalities from breaking tests * Change document_store into document_stores * Update imports in tutorials * Add latest docstring and tutorial changes * Probably fixes summarizer tests * Improve the old-style import allowing module imports (should work) * Try to fix the docs * Remove dedicated KnowledgeGraph page from autodocs * Remove dedicated GraphRetriever page from autodocs * Fix generate_docstrings.sh with an updated list of yaml files to look for * Fix some more modules in the docs * Fix the document stores docs too * Fix a small issue on Tutorial14 * Add latest docstring and tutorial changes * Add deprecation warning to old-style imports * Remove stray folder and import Dict into dense.py * Change import path for MLFlowLogger * Add old loggers path to the import path aliases * Fix debug output of convert_ipynb.py * Fix circular import on BaseRetriever * Missed one merge block * re-run tutorial 5 * Fix imports in tutorial 5 * Re-enable squad_to_dpr CLI from the root package and move get_batches_from_generator into document_stores.base * Add latest docstring and tutorial changes * Fix typo in utils __init__ * Fix a few more imports * Fix benchmarks too * New-style imports in test_knowledge_graph * Rollback setup.py * Rollback squad_to_dpr too Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2021-10-25 15:50:23 +02:00
from haystack.nodes.base import BaseComponent
Add scaffold for defining custom components for Pipelines (#1205)
2021-06-23 12:01:54 +02:00
class SampleComponent(BaseComponent):
Fix validation for dynamic outgoing edges (#2850) * fix validation for dynamic outgoing edges * Update Documentation & Code Style * use class outgoing_edges as fallback if no instance is provided * implement classmethod approach * readd comment * fix mypy * fix tests * set outgoing_edges for all components * set outgoing_edges for mocks too * set document store outgoing_edges to 1 * set last missing outgoing_edges * enforce BaseComponent subclasses to define outgoing_edges * override _calculate_outgoing_edges for FileTypeClassifier * remove superfluous test * set rest_api's custom component's outgoing_edges * Update docstring Co-authored-by: Sara Zan <sara.zanzottera@deepset.ai> * remove unnecessary else Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Sara Zan <sara.zanzottera@deepset.ai>
2022-08-04 10:27:50 +02:00
outgoing_edges: int = 1
Add scaffold for defining custom components for Pipelines (#1205)
2021-06-23 12:01:54 +02:00
def run(self, **kwargs):
raise NotImplementedError
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