From aee90c5df9c9403fd218a5c13f2066f2a20d14b5 Mon Sep 17 00:00:00 2001 From: Markus Paff Date: Fri, 22 Jan 2021 10:28:33 +0100 Subject: [PATCH] Docs v0.7.0 (#757) * new docs version * Add latest docstring and tutorial changes Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> --- docs/_src/api/api/document_store.md | 196 ++-- docs/_src/api/api/preprocessor.md | 45 +- docs/_src/tutorials/tutorials/9.md | 20 +- docs/v0.7.0/Makefile | 26 + docs/v0.7.0/_src/api/Makefile | 20 + .../_src/api/_static/floating_sidebar.css | 29 + docs/v0.7.0/_src/api/_templates/xxlayout.html | 46 + docs/v0.7.0/_src/api/api/document_store.md | 948 ++++++++++++++++++ docs/v0.7.0/_src/api/api/file_converter.md | 222 ++++ .../_src/api/api/generate_docstrings.sh | 11 + docs/v0.7.0/_src/api/api/generator.md | 140 +++ docs/v0.7.0/_src/api/api/pipelines.md | 297 ++++++ docs/v0.7.0/_src/api/api/preprocessor.md | 177 ++++ .../api/api/pydoc-markdown-document-store.yml | 18 + 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100644 docs/v0.7.0/make.bat create mode 100644 docs/v0.7.0/static/rtd_theme.css create mode 100644 docs/v0.7.0/templates/layout.html create mode 100644 docs/v0.7.0/templates/pages/index.html diff --git a/docs/_src/api/api/document_store.md b/docs/_src/api/api/document_store.md index 17a4dd5399..21200ce524 100644 --- a/docs/_src/api/api/document_store.md +++ b/docs/_src/api/api/document_store.md @@ -52,6 +52,31 @@ DocumentStore's default index (self.index) will be used. Example: {"name": ["some", "more"], "category": ["only_one"]} - `return_embedding`: Whether to return the document embeddings. + +#### add\_eval\_data + +```python + | add_eval_data(filename: str, doc_index: str = "eval_document", label_index: str = "label", batch_size: Optional[int] = None, preprocessor: Optional[PreProcessor] = None, max_docs: Union[int, bool] = None) +``` + +Adds a SQuAD-formatted file to the DocumentStore in order to be able to perform evaluation on it. +If a jsonl file and a batch_size is passed to the function, documents are loaded batchwise +from disk and also indexed batchwise to the DocumentStore in order to prevent out of memory errors. + +**Arguments**: + +- `filename`: Name of the file containing evaluation data (json or jsonl) +- `doc_index`: Elasticsearch index where evaluation documents should be stored +- `label_index`: Elasticsearch index where labeled questions should be stored +- `batch_size`: Optional number of documents that are loaded and processed at a time. +When set to None (default) all documents are processed at once. +- `preprocessor`: Optional PreProcessor to preprocess evaluation documents. +It can be used for splitting documents into passages (and assigning labels to corresponding passages). +Currently the PreProcessor does not support split_by sentence, cleaning nor split_overlap != 0. +When set to None (default) preprocessing is disabled. +- `max_docs`: Optional number of documents that will be loaded. +When set to None (default) all available eval documents are used. + # Module elasticsearch @@ -66,7 +91,7 @@ class ElasticsearchDocumentStore(BaseDocumentStore) #### \_\_init\_\_ ```python - | __init__(host: str = "localhost", port: int = 9200, username: str = "", password: str = "", index: str = "document", label_index: str = "label", search_fields: Union[str, list] = "text", text_field: str = "text", name_field: str = "name", embedding_field: str = "embedding", embedding_dim: int = 768, custom_mapping: Optional[dict] = None, excluded_meta_data: Optional[list] = None, faq_question_field: Optional[str] = None, analyzer: str = "standard", scheme: str = "http", ca_certs: bool = False, verify_certs: bool = True, create_index: bool = True, update_existing_documents: bool = False, refresh_type: str = "wait_for", similarity="dot_product", timeout=30, return_embedding: bool = False) + | __init__(host: str = "localhost", port: int = 9200, username: str = "", password: str = "", index: str = "document", label_index: str = "label", search_fields: Union[str, list] = "text", text_field: str = "text", name_field: str = "name", embedding_field: str = "embedding", embedding_dim: int = 768, custom_mapping: Optional[dict] = None, excluded_meta_data: Optional[list] = None, faq_question_field: Optional[str] = None, analyzer: str = "standard", scheme: str = "http", ca_certs: str = None, verify_certs: bool = True, create_index: bool = True, update_existing_documents: bool = False, refresh_type: str = "wait_for", similarity="dot_product", timeout=30, return_embedding: bool = False) ``` A DocumentStore using Elasticsearch to store and query the documents for our search. @@ -95,7 +120,7 @@ https://www.elastic.co/guide/en/elasticsearch/reference/7.9/analysis-analyzers.h - `excluded_meta_data`: Name of fields in Elasticsearch that should not be returned (e.g. [field_one, field_two]). Helpful if you have fields with long, irrelevant content that you don't want to display in results (e.g. embedding vectors). - `scheme`: 'https' or 'http', protocol used to connect to your elasticsearch instance -- `ca_certs`: Root certificates for SSL +- `ca_certs`: Root certificates for SSL: it is a path to certificate authority (CA) certs on disk. You can use certifi package with certifi.where() to find where the CA certs file is located in your machine. - `verify_certs`: Whether to be strict about ca certificates - `create_index`: Whether to try creating a new index (If the index of that name is already existing, we will just continue in any case) - `update_existing_documents`: Whether to update any existing documents with the same ID when adding @@ -133,7 +158,7 @@ Fetch documents by specifying a list of text id strings #### write\_documents ```python - | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None, batch_size: int = 10_000) ``` Indexes documents for later queries in Elasticsearch. @@ -155,6 +180,7 @@ It can be used for filtering and is accessible in the responses of the Finder. Advanced: If you are using your own Elasticsearch mapping, the key names in the dictionary should be changed to what you have set for self.text_field and self.name_field. - `index`: Elasticsearch index where the documents should be indexed. If not supplied, self.index will be used. +- `batch_size`: Number of documents that are passed to Elasticsearch's bulk function at a time. **Returns**: @@ -164,11 +190,16 @@ None #### write\_labels ```python - | write_labels(labels: Union[List[Label], List[dict]], index: Optional[str] = None) + | write_labels(labels: Union[List[Label], List[dict]], index: Optional[str] = None, batch_size: int = 10_000) ``` Write annotation labels into document store. +**Arguments**: + +- `labels`: A list of Python dictionaries or a list of Haystack Label objects. +- `batch_size`: Number of labels that are passed to Elasticsearch's bulk function at a time. + #### update\_document\_meta @@ -200,7 +231,7 @@ Return the number of labels in the document store #### get\_all\_documents ```python - | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] + | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None, batch_size: int = 10_000) -> List[Document] ``` Get documents from the document store. @@ -212,24 +243,36 @@ DocumentStore's default index (self.index) will be used. - `filters`: Optional filters to narrow down the documents to return. Example: {"name": ["some", "more"], "category": ["only_one"]} - `return_embedding`: Whether to return the document embeddings. +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. - -#### get\_all\_labels + +#### get\_all\_documents\_generator ```python - | get_all_labels(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None) -> List[Label] + | get_all_documents_generator(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None, batch_size: int = 10_000) -> Generator[Document, None, None] ``` -Return all labels in the document store +Get documents from the document store. Under-the-hood, documents are fetched in batches from the +document store and yielded as individual documents. This method can be used to iteratively process +a large number of documents without having to load all documents in memory. - -#### get\_all\_documents\_in\_index +**Arguments**: + +- `index`: Name of the index to get the documents from. If None, the +DocumentStore's default index (self.index) will be used. +- `filters`: Optional filters to narrow down the documents to return. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `return_embedding`: Whether to return the document embeddings. +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. + + +#### get\_all\_labels ```python - | get_all_documents_in_index(index: str, filters: Optional[Dict[str, List[str]]] = None) -> List[dict] + | get_all_labels(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, batch_size: int = 10_000) -> List[Label] ``` -Return all documents in a specific index in the document store +Return all labels in the document store #### query @@ -283,7 +326,7 @@ Return a summary of the documents in the document store #### update\_embeddings ```python - | update_embeddings(retriever: BaseRetriever, index: Optional[str] = None) + | update_embeddings(retriever: BaseRetriever, index: Optional[str] = None, batch_size: int = 10_000) ``` Updates the embeddings in the the document store using the encoding model specified in the retriever. @@ -291,31 +334,14 @@ This can be useful if want to add or change the embeddings for your documents (e **Arguments**: -- `retriever`: Retriever +- `retriever`: Retriever to use to update the embeddings. - `index`: Index name to update +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. **Returns**: None - -#### add\_eval\_data - -```python - | add_eval_data(filename: str, doc_index: str = "eval_document", label_index: str = "label") -``` - -Adds a SQuAD-formatted file to the DocumentStore in order to be able to perform evaluation on it. - -**Arguments**: - -- `filename`: Name of the file containing evaluation data -:type filename: str -- `doc_index`: Elasticsearch index where evaluation documents should be stored -:type doc_index: str -- `label_index`: Elasticsearch index where labeled questions should be stored -:type label_index: str - #### delete\_all\_documents @@ -482,14 +508,15 @@ Return the number of documents in the document store. Return the number of labels in the document store - -#### get\_all\_documents + +#### get\_all\_documents\_generator ```python - | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] + | get_all_documents_generator(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None, batch_size: int = 10_000) -> Generator[Document, None, None] ``` -Get documents from the document store. +Get all documents from the document store. The methods returns a Python Generator that yields individual +documents. **Arguments**: @@ -508,24 +535,6 @@ Example: {"name": ["some", "more"], "category": ["only_one"]} Return all labels in the document store - -#### add\_eval\_data - -```python - | add_eval_data(filename: str, doc_index: Optional[str] = None, label_index: Optional[str] = None) -``` - -Adds a SQuAD-formatted file to the DocumentStore in order to be able to perform evaluation on it. - -**Arguments**: - -- `filename`: Name of the file containing evaluation data -:type filename: str -- `doc_index`: Elasticsearch index where evaluation documents should be stored -:type doc_index: str -- `label_index`: Elasticsearch index where labeled questions should be stored -:type label_index: str - #### delete\_all\_documents @@ -558,7 +567,7 @@ class SQLDocumentStore(BaseDocumentStore) #### \_\_init\_\_ ```python - | __init__(url: str = "sqlite://", index: str = "document", label_index: str = "label", update_existing_documents: bool = False, batch_size: int = 32766) + | __init__(url: str = "sqlite://", index: str = "document", label_index: str = "label", update_existing_documents: bool = False) ``` An SQL backed DocumentStore. Currently supports SQLite, PostgreSQL and MySQL backends. @@ -574,11 +583,6 @@ documents. When set as True, any document with an existing ID gets updated. If set to False, an error is raised if the document ID of the document being added already exists. Using this parameter could cause performance degradation for document insertion. -- `batch_size`: Maximum number of variable parameters and rows fetched in a single SQL statement, -to help in excessive memory allocations. In most methods of the DocumentStore this means number of documents fetched in one query. -Tune this value based on host machine main memory. -For SQLite versions prior to v3.32.0 keep this value less than 1000. -More info refer: https://www.sqlite.org/limits.html #### get\_document\_by\_id @@ -593,7 +597,7 @@ Fetch a document by specifying its text id string #### get\_documents\_by\_id ```python - | get_documents_by_id(ids: List[str], index: Optional[str] = None) -> List[Document] + | get_documents_by_id(ids: List[str], index: Optional[str] = None, batch_size: int = 10_000) -> List[Document] ``` Fetch documents by specifying a list of text id strings @@ -602,19 +606,21 @@ Fetch documents by specifying a list of text id strings #### get\_documents\_by\_vector\_ids ```python - | get_documents_by_vector_ids(vector_ids: List[str], index: Optional[str] = None) + | get_documents_by_vector_ids(vector_ids: List[str], index: Optional[str] = None, batch_size: int = 10_000) ``` Fetch documents by specifying a list of text vector id strings - -#### get\_all\_documents + +#### get\_all\_documents\_generator ```python - | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] + | get_all_documents_generator(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None, batch_size: int = 10_000) -> Generator[Document, None, None] ``` -Get documents from the document store. +Get documents from the document store. Under-the-hood, documents are fetched in batches from the +document store and yielded as individual documents. This method can be used to iteratively process +a large number of documents without having to load all documents in memory. **Arguments**: @@ -637,7 +643,7 @@ Return all labels in the document store #### write\_documents ```python - | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None, batch_size: int = 10_000) ``` Indexes documents for later queries. @@ -651,6 +657,7 @@ Optionally: Include meta data via {"text": "", It can be used for filtering and is accessible in the responses of the Finder. - `index`: add an optional index attribute to documents. It can be later used for filtering. For instance, documents for evaluation can be indexed in a separate index than the documents for search. +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. **Returns**: @@ -669,7 +676,7 @@ Write annotation labels into document store. #### update\_vector\_ids ```python - | update_vector_ids(vector_id_map: Dict[str, str], index: Optional[str] = None) + | update_vector_ids(vector_id_map: Dict[str, str], index: Optional[str] = None, batch_size: int = 10_000) ``` Update vector_ids for given document_ids. @@ -678,33 +685,25 @@ Update vector_ids for given document_ids. - `vector_id_map`: dict containing mapping of document_id -> vector_id. - `index`: filter documents by the optional index attribute for documents in database. +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. - -#### update\_document\_meta + +#### reset\_vector\_ids ```python - | update_document_meta(id: str, meta: Dict[str, str]) + | reset_vector_ids(index: Optional[str] = None) ``` -Update the metadata dictionary of a document by specifying its string id +Set vector IDs for all documents as None - -#### add\_eval\_data + +#### update\_document\_meta ```python - | add_eval_data(filename: str, doc_index: str = "eval_document", label_index: str = "label") + | update_document_meta(id: str, meta: Dict[str, str]) ``` -Adds a SQuAD-formatted file to the DocumentStore in order to be able to perform evaluation on it. - -**Arguments**: - -- `filename`: Name of the file containing evaluation data -:type filename: str -- `doc_index`: Elasticsearch index where evaluation documents should be stored -:type doc_index: str -- `label_index`: Elasticsearch index where labeled questions should be stored -:type label_index: str +Update the metadata dictionary of a document by specifying its string id #### get\_document\_count @@ -764,15 +763,13 @@ the vector embeddings are indexed in a FAISS Index. #### \_\_init\_\_ ```python - | __init__(sql_url: str = "sqlite:///", index_buffer_size: int = 10_000, vector_dim: int = 768, faiss_index_factory_str: str = "Flat", faiss_index: Optional[faiss.swigfaiss.Index] = None, return_embedding: bool = False, update_existing_documents: bool = False, index: str = "document", similarity: str = "dot_product", **kwargs, ,) + | __init__(sql_url: str = "sqlite:///", vector_dim: int = 768, faiss_index_factory_str: str = "Flat", faiss_index: Optional[faiss.swigfaiss.Index] = None, return_embedding: bool = False, update_existing_documents: bool = False, index: str = "document", similarity: str = "dot_product", **kwargs, ,) ``` **Arguments**: - `sql_url`: SQL connection URL for database. It defaults to local file based SQLite DB. For large scale deployment, Postgres is recommended. -- `index_buffer_size`: When working with large datasets, the ingestion process(FAISS + SQL) can be buffered in -smaller chunks to reduce memory footprint. - `vector_dim`: the embedding vector size. - `faiss_index_factory_str`: Create a new FAISS index of the specified type. The type is determined from the given string following the conventions @@ -804,7 +801,7 @@ more performant with DPR embeddings. 'cosine' is recommended if you are using a #### write\_documents ```python - | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None, batch_size: int = 10_000) ``` Add new documents to the DocumentStore. @@ -814,6 +811,7 @@ Add new documents to the DocumentStore. - `documents`: List of `Dicts` or List of `Documents`. If they already contain the embeddings, we'll index them right away in FAISS. If not, you can later call update_embeddings() to create & index them. - `index`: (SQL) index name for storing the docs and metadata +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. **Returns**: @@ -823,7 +821,7 @@ them right away in FAISS. If not, you can later call update_embeddings() to crea #### update\_embeddings ```python - | update_embeddings(retriever: BaseRetriever, index: Optional[str] = None) + | update_embeddings(retriever: BaseRetriever, index: Optional[str] = None, batch_size: int = 10_000) ``` Updates the embeddings in the the document store using the encoding model specified in the retriever. @@ -833,19 +831,22 @@ This can be useful if want to add or change the embeddings for your documents (e - `retriever`: Retriever to use to get embeddings for text - `index`: (SQL) index name for storing the docs and metadata +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. **Returns**: None - -#### get\_all\_documents + +#### get\_all\_documents\_generator ```python - | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] + | get_all_documents_generator(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None, batch_size: int = 10_000) -> Generator[Document, None, None] ``` -Get documents from the document store. +Get all documents from the document store. Under-the-hood, documents are fetched in batches from the +document store and yielded as individual documents. This method can be used to iteratively process +a large number of documents without having to load all documents in memory. **Arguments**: @@ -854,6 +855,7 @@ DocumentStore's default index (self.index) will be used. - `filters`: Optional filters to narrow down the documents to return. Example: {"name": ["some", "more"], "category": ["only_one"]} - `return_embedding`: Whether to return the document embeddings. +- `batch_size`: When working with large number of documents, batching can help reduce memory footprint. #### train\_index @@ -928,7 +930,7 @@ None ```python | @classmethod - | load(cls, faiss_file_path: Union[str, Path], sql_url: str, index_buffer_size: int = 10_000) + | load(cls, faiss_file_path: Union[str, Path], sql_url: str) ``` Load a saved FAISS index from a file and connect to the SQL database. @@ -939,8 +941,6 @@ make sure to use the same SQL DB that you used when calling `save()`. - `faiss_file_path`: Stored FAISS index file. Can be created via calling `save()` - `sql_url`: Connection string to the SQL database that contains your docs and metadata. -- `index_buffer_size`: When working with large datasets, the ingestion process(FAISS + SQL) can be buffered in -smaller chunks to reduce memory footprint. **Returns**: diff --git a/docs/_src/api/api/preprocessor.md b/docs/_src/api/api/preprocessor.md index 5a889b818d..0bbc28b42d 100644 --- a/docs/_src/api/api/preprocessor.md +++ b/docs/_src/api/api/preprocessor.md @@ -79,11 +79,11 @@ the parameters passed into PreProcessor.__init__(). Takes a single document as i # Module utils - -#### eval\_data\_from\_file + +#### eval\_data\_from\_json ```python -eval_data_from_file(filename: str, max_docs: Union[int, bool] = None) -> Tuple[List[Document], List[Label]] +eval_data_from_json(filename: str, max_docs: Union[int, bool] = None, preprocessor: PreProcessor = None) -> Tuple[List[Document], List[Label]] ``` Read Documents + Labels from a SQuAD-style file. @@ -98,6 +98,29 @@ Document and Labels can then be indexed to the DocumentStore and be used for eva (List of Documents, List of Labels) + +#### eval\_data\_from\_jsonl + +```python +eval_data_from_jsonl(filename: str, batch_size: Optional[int] = None, max_docs: Union[int, bool] = None, preprocessor: PreProcessor = None) -> Generator[Tuple[List[Document], List[Label]], None, None] +``` + +Read Documents + Labels from a SQuAD-style file in jsonl format, i.e. one document per line. +Document and Labels can then be indexed to the DocumentStore and be used for evaluation. + +This is a generator which will yield one tuple per iteration containing a list +of batch_size documents and a list with the documents' labels. +If batch_size is set to None, this method will yield all documents and labels. + +**Arguments**: + +- `filename`: Path to file in SQuAD format +- `max_docs`: This sets the number of documents that will be loaded. By default, this is set to None, thus reading in all available eval documents. + +**Returns**: + +(List of Documents, List of Labels) + #### convert\_files\_to\_dicts @@ -162,6 +185,22 @@ Fetch an archive (zip or tar.gz) from a url via http and extract content to an o bool if anything got fetched + +#### squad\_json\_to\_jsonl + +```python +squad_json_to_jsonl(squad_file: str, output_file: str) +``` + +Converts a SQuAD-json-file into jsonl format with one document per line. + +**Arguments**: + +- `squad_file`: SQuAD-file in json format. +:type squad_file: str +- `output_file`: Name of output file (SQuAD in jsonl format) +:type output_file: str + # Module cleaning diff --git a/docs/_src/tutorials/tutorials/9.md b/docs/_src/tutorials/tutorials/9.md index fb8939dcfe..fe48c528cd 100644 --- a/docs/_src/tutorials/tutorials/9.md +++ b/docs/_src/tutorials/tutorials/9.md @@ -15,12 +15,22 @@ Haystack contains all the tools needed to train your own Dense Passage Retrieval This tutorial will guide you through the steps required to create a retriever that is specifically tailored to your domain. +```python +# Install the latest release of Haystack in your own environment +#! pip install farm-haystack + +# Install the latest master of Haystack +!pip install git+https://github.com/deepset-ai/haystack.git +!pip install torch==1.6.0+cu101 torchvision==0.6.1+cu101 -f https://download.pytorch.org/whl/torch_stable.html +``` + ```python # Here are some imports that we'll need from haystack.retriever.dense import DensePassageRetriever from haystack.preprocessor.utils import fetch_archive_from_http +from haystack.document_store.memory import InMemoryDocumentStore ``` ## Training Data @@ -47,17 +57,17 @@ In some datasets, queries might have more than one positive context in which case you can set the `num_positives` parameter to be higher than the default 1. Note that `num_positives` needs to be lower or equal to the minimum number of `positive_ctxs` for queries in your data. If you have an unequal number of positive contexts per example, -you might want to generate some soft labels retrieving similar contexts which contain the answer. +you might want to generate some soft labels by retrieving similar contexts which contain the answer. DPR is standardly trained using a method known as in-batch negatives. -This means that positive contexts for given query are treated as negative contexts for the other queries in the batch. +This means that positive contexts for a given query are treated as negative contexts for the other queries in the batch. Doing so allows for a high degree of computational efficiency, thus allowing the model to be trained on large amounts of data. `negative_ctxs` is not actually used in Haystack's DPR training so we recommend you set it to an empty list. They were used by the original DPR authors in an experiment to compare it against the in-batch negatives method. `hard_negative_ctxs` are passages that are not relevant to the query. -In the original DPR paper, these are fetched using a retriever to find the most similar passages to the positive passage. +In the original DPR paper, these are fetched using a retriever to find the most relevant passages to the query. Passages which contain the answer text are filtered out. We are [currently working](https://github.com/deepset-ai/haystack/issues/705) on a script that will convert SQuAD format data into a DPR dataset! @@ -153,7 +163,7 @@ for their max passage length but set max query length to 64 since queries are ve ## Initialize DPR model retriever = DensePassageRetriever( - document_store=None, + document_store=InMemoryDocumentStore(), query_embedding_model=query_model, passage_embedding_model=passage_model, max_seq_len_query=64, @@ -187,7 +197,7 @@ average_rank: 0.07075978511128166 retriever.train( data_dir=doc_dir, - train_filename=dev_filename, + train_filename=train_filename, dev_filename=dev_filename, test_filename=dev_filename, n_epochs=1, diff --git a/docs/v0.7.0/Makefile b/docs/v0.7.0/Makefile new file mode 100644 index 0000000000..8ee2a0520b --- /dev/null +++ b/docs/v0.7.0/Makefile @@ -0,0 +1,26 @@ +# Minimal makefile for Sphinx documentation +# + +# You can set these variables from the command line, and also +# from the environment for the first two. + +SPHINXBUILD := sphinx-build +MAKEINFO := makeinfo + +BUILDDIR := build +SOURCE := _src/ +# SPHINXFLAGS := -a -W -n -A local=1 -d $(BUILDDIR)/doctree +SPHINXFLAGS := -A local=1 -d $(BUILDDIR)/doctree +SPHINXOPTS := $(SPHINXFLAGS) $(SOURCE) + +# Put it first so that "make" without argument is like "make help". +help: + @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) + +.PHONY: help Makefile + +# Catch-all target: route all unknown targets to Sphinx using the new +# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). +%: Makefile + $(SPHINXBUILD) -M $@ $(SPHINXOPTS) $(BUILDDIR)/$@ + diff --git a/docs/v0.7.0/_src/api/Makefile b/docs/v0.7.0/_src/api/Makefile new file mode 100644 index 0000000000..d4bb2cbb9e --- /dev/null +++ b/docs/v0.7.0/_src/api/Makefile @@ -0,0 +1,20 @@ +# Minimal makefile for Sphinx documentation +# + +# You can set these variables from the command line, and also +# from the environment for the first two. +SPHINXOPTS ?= +SPHINXBUILD ?= sphinx-build +SOURCEDIR = . +BUILDDIR = _build + +# Put it first so that "make" without argument is like "make help". +help: + @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) + +.PHONY: help Makefile + +# Catch-all target: route all unknown targets to Sphinx using the new +# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). +%: Makefile + @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/v0.7.0/_src/api/_static/floating_sidebar.css b/docs/v0.7.0/_src/api/_static/floating_sidebar.css new file mode 100644 index 0000000000..e59adc6722 --- /dev/null +++ b/docs/v0.7.0/_src/api/_static/floating_sidebar.css @@ -0,0 +1,29 @@ +div.sphinxsidebarwrapper { + position: relative; + top: 0px; + padding: 0; +} + +div.sphinxsidebar { + margin: 0; + padding: 0 15px 0 15px; + width: 210px; + float: left; + font-size: 1em; + text-align: left; +} + +div.sphinxsidebar .logo { + font-size: 1.8em; + color: #0A507A; + font-weight: 300; + text-align: center; +} + +div.sphinxsidebar .logo img { + vertical-align: middle; +} + +div.sphinxsidebar .download a img { + vertical-align: middle; +} \ No newline at end of file diff --git a/docs/v0.7.0/_src/api/_templates/xxlayout.html b/docs/v0.7.0/_src/api/_templates/xxlayout.html new file mode 100644 index 0000000000..de71588332 --- /dev/null +++ b/docs/v0.7.0/_src/api/_templates/xxlayout.html @@ -0,0 +1,46 @@ +{# put the sidebar before the body #} +{% block sidebar1 %}{{ sidebar() }}{% endblock %} +{% block sidebar2 %}{% endblock %} + +{% block extrahead %} + +{{ super() }} +{#- if not embedded #} + + +{#- endif #} +{% endblock %} \ No newline at end of file diff --git a/docs/v0.7.0/_src/api/api/document_store.md b/docs/v0.7.0/_src/api/api/document_store.md new file mode 100644 index 0000000000..17a4dd5399 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/document_store.md @@ -0,0 +1,948 @@ + +# Module base + + +## BaseDocumentStore Objects + +```python +class BaseDocumentStore(ABC) +``` + +Base class for implementing Document Stores. + + +#### write\_documents + +```python + | @abstractmethod + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) +``` + +Indexes documents for later queries. + +**Arguments**: + +- `documents`: a list of Python dictionaries or a list of Haystack Document objects. +For documents as dictionaries, the format is {"text": ""}. +Optionally: Include meta data via {"text": "", +"meta":{"name": ", "author": "somebody", ...}} +It can be used for filtering and is accessible in the responses of the Finder. +- `index`: Optional name of index where the documents shall be written to. +If None, the DocumentStore's default index (self.index) will be used. + +**Returns**: + +None + + +#### get\_all\_documents + +```python + | @abstractmethod + | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Get documents from the document store. + +**Arguments**: + +- `index`: Name of the index to get the documents from. If None, the +DocumentStore's default index (self.index) will be used. +- `filters`: Optional filters to narrow down the documents to return. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `return_embedding`: Whether to return the document embeddings. + + +# Module elasticsearch + + +## ElasticsearchDocumentStore Objects + +```python +class ElasticsearchDocumentStore(BaseDocumentStore) +``` + + +#### \_\_init\_\_ + +```python + | __init__(host: str = "localhost", port: int = 9200, username: str = "", password: str = "", index: str = "document", label_index: str = "label", search_fields: Union[str, list] = "text", text_field: str = "text", name_field: str = "name", embedding_field: str = "embedding", embedding_dim: int = 768, custom_mapping: Optional[dict] = None, excluded_meta_data: Optional[list] = None, faq_question_field: Optional[str] = None, analyzer: str = "standard", scheme: str = "http", ca_certs: bool = False, verify_certs: bool = True, create_index: bool = True, update_existing_documents: bool = False, refresh_type: str = "wait_for", similarity="dot_product", timeout=30, return_embedding: bool = False) +``` + +A DocumentStore using Elasticsearch to store and query the documents for our search. + +* Keeps all the logic to store and query documents from Elastic, incl. mapping of fields, adding filters or boosts to your queries, and storing embeddings +* You can either use an existing Elasticsearch index or create a new one via haystack +* Retrievers operate on top of this DocumentStore to find the relevant documents for a query + +**Arguments**: + +- `host`: url of elasticsearch +- `port`: port of elasticsearch +- `username`: username +- `password`: password +- `index`: Name of index in elasticsearch to use. If not existing yet, we will create one. +- `search_fields`: Name of fields used by ElasticsearchRetriever to find matches in the docs to our incoming query (using elastic's multi_match query), e.g. ["title", "full_text"] +- `text_field`: Name of field that might contain the answer and will therefore be passed to the Reader Model (e.g. "full_text"). +If no Reader is used (e.g. in FAQ-Style QA) the plain content of this field will just be returned. +- `name_field`: Name of field that contains the title of the the doc +- `embedding_field`: Name of field containing an embedding vector (Only needed when using a dense retriever (e.g. DensePassageRetriever, EmbeddingRetriever) on top) +- `embedding_dim`: Dimensionality of embedding vector (Only needed when using a dense retriever (e.g. DensePassageRetriever, EmbeddingRetriever) on top) +- `custom_mapping`: If you want to use your own custom mapping for creating a new index in Elasticsearch, you can supply it here as a dictionary. +- `analyzer`: Specify the default analyzer from one of the built-ins when creating a new Elasticsearch Index. +Elasticsearch also has built-in analyzers for different languages (e.g. impacting tokenization). More info at: +https://www.elastic.co/guide/en/elasticsearch/reference/7.9/analysis-analyzers.html +- `excluded_meta_data`: Name of fields in Elasticsearch that should not be returned (e.g. [field_one, field_two]). +Helpful if you have fields with long, irrelevant content that you don't want to display in results (e.g. embedding vectors). +- `scheme`: 'https' or 'http', protocol used to connect to your elasticsearch instance +- `ca_certs`: Root certificates for SSL +- `verify_certs`: Whether to be strict about ca certificates +- `create_index`: Whether to try creating a new index (If the index of that name is already existing, we will just continue in any case) +- `update_existing_documents`: Whether to update any existing documents with the same ID when adding +documents. When set as True, any document with an existing ID gets updated. +If set to False, an error is raised if the document ID of the document being +added already exists. +- `refresh_type`: Type of ES refresh used to control when changes made by a request (e.g. bulk) are made visible to search. +If set to 'wait_for', continue only after changes are visible (slow, but safe). +If set to 'false', continue directly (fast, but sometimes unintuitive behaviour when docs are not immediately available after ingestion). +More info at https://www.elastic.co/guide/en/elasticsearch/reference/6.8/docs-refresh.html +- `similarity`: The similarity function used to compare document vectors. 'dot_product' is the default sine it is +more performant with DPR embeddings. 'cosine' is recommended if you are using a Sentence BERT model. +- `timeout`: Number of seconds after which an ElasticSearch request times out. +- `return_embedding`: To return document embedding + + +#### get\_document\_by\_id + +```python + | get_document_by_id(id: str, index=None) -> Optional[Document] +``` + +Fetch a document by specifying its text id string + + +#### get\_documents\_by\_id + +```python + | get_documents_by_id(ids: List[str], index=None) -> List[Document] +``` + +Fetch documents by specifying a list of text id strings + + +#### write\_documents + +```python + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) +``` + +Indexes documents for later queries in Elasticsearch. + +Behaviour if a document with the same ID already exists in ElasticSearch: +a) (Default) Throw Elastic's standard error message for duplicate IDs. +b) If `self.update_existing_documents=True` for DocumentStore: Overwrite existing documents. +(This is only relevant if you pass your own ID when initializing a `Document`. +If don't set custom IDs for your Documents or just pass a list of dictionaries here, +they will automatically get UUIDs assigned. See the `Document` class for details) + +**Arguments**: + +- `documents`: a list of Python dictionaries or a list of Haystack Document objects. +For documents as dictionaries, the format is {"text": ""}. +Optionally: Include meta data via {"text": "", +"meta":{"name": ", "author": "somebody", ...}} +It can be used for filtering and is accessible in the responses of the Finder. +Advanced: If you are using your own Elasticsearch mapping, the key names in the dictionary +should be changed to what you have set for self.text_field and self.name_field. +- `index`: Elasticsearch index where the documents should be indexed. If not supplied, self.index will be used. + +**Returns**: + +None + + +#### write\_labels + +```python + | write_labels(labels: Union[List[Label], List[dict]], index: Optional[str] = None) +``` + +Write annotation labels into document store. + + +#### update\_document\_meta + +```python + | update_document_meta(id: str, meta: Dict[str, str]) +``` + +Update the metadata dictionary of a document by specifying its string id + + +#### get\_document\_count + +```python + | get_document_count(filters: Optional[Dict[str, List[str]]] = None, index: Optional[str] = None) -> int +``` + +Return the number of documents in the document store. + + +#### get\_label\_count + +```python + | get_label_count(index: Optional[str] = None) -> int +``` + +Return the number of labels in the document store + + +#### get\_all\_documents + +```python + | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Get documents from the document store. + +**Arguments**: + +- `index`: Name of the index to get the documents from. If None, the +DocumentStore's default index (self.index) will be used. +- `filters`: Optional filters to narrow down the documents to return. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `return_embedding`: Whether to return the document embeddings. + + +#### get\_all\_labels + +```python + | get_all_labels(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None) -> List[Label] +``` + +Return all labels in the document store + + +#### get\_all\_documents\_in\_index + +```python + | get_all_documents_in_index(index: str, filters: Optional[Dict[str, List[str]]] = None) -> List[dict] +``` + +Return all documents in a specific index in the document store + + +#### query + +```python + | query(query: Optional[str], filters: Optional[Dict[str, List[str]]] = None, top_k: int = 10, custom_query: Optional[str] = None, index: Optional[str] = None) -> List[Document] +``` + +Scan through documents in DocumentStore and return a small number documents +that are most relevant to the query as defined by the BM25 algorithm. + +**Arguments**: + +- `query`: The query +- `filters`: A dictionary where the keys specify a metadata field and the value is a list of accepted values for that field +- `top_k`: How many documents to return per query. +- `index`: The name of the index in the DocumentStore from which to retrieve documents + + +#### query\_by\_embedding + +```python + | query_by_embedding(query_emb: np.array, filters: Optional[Dict[str, List[str]]] = None, top_k: int = 10, index: Optional[str] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Find the document that is most similar to the provided `query_emb` by using a vector similarity metric. + +**Arguments**: + +- `query_emb`: Embedding of the query (e.g. gathered from DPR) +- `filters`: Optional filters to narrow down the search space. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `top_k`: How many documents to return +- `index`: Index name for storing the docs and metadata +- `return_embedding`: To return document embedding + +**Returns**: + + + + +#### describe\_documents + +```python + | describe_documents(index=None) +``` + +Return a summary of the documents in the document store + + +#### update\_embeddings + +```python + | update_embeddings(retriever: BaseRetriever, index: Optional[str] = None) +``` + +Updates the embeddings in the the document store using the encoding model specified in the retriever. +This can be useful if want to add or change the embeddings for your documents (e.g. after changing the retriever config). + +**Arguments**: + +- `retriever`: Retriever +- `index`: Index name to update + +**Returns**: + +None + + +#### add\_eval\_data + +```python + | add_eval_data(filename: str, doc_index: str = "eval_document", label_index: str = "label") +``` + +Adds a SQuAD-formatted file to the DocumentStore in order to be able to perform evaluation on it. + +**Arguments**: + +- `filename`: Name of the file containing evaluation data +:type filename: str +- `doc_index`: Elasticsearch index where evaluation documents should be stored +:type doc_index: str +- `label_index`: Elasticsearch index where labeled questions should be stored +:type label_index: str + + +#### delete\_all\_documents + +```python + | delete_all_documents(index: str, filters: Optional[Dict[str, List[str]]] = None) +``` + +Delete documents in an index. All documents are deleted if no filters are passed. + +**Arguments**: + +- `index`: Index name to delete the document from. +- `filters`: Optional filters to narrow down the documents to be deleted. + +**Returns**: + +None + + +## OpenDistroElasticsearchDocumentStore Objects + +```python +class OpenDistroElasticsearchDocumentStore(ElasticsearchDocumentStore) +``` + +Document Store using the Open Distro for Elasticsearch. It is compatible with the AWS Elasticsearch Service. + +In addition to native Elasticsearch query & filtering, it provides efficient vector similarity search using +the KNN plugin that can scale to a large number of documents. + + +# Module memory + + +## InMemoryDocumentStore Objects + +```python +class InMemoryDocumentStore(BaseDocumentStore) +``` + +In-memory document store + + +#### \_\_init\_\_ + +```python + | __init__(embedding_field: Optional[str] = "embedding", return_embedding: bool = False, similarity="dot_product") +``` + +**Arguments**: + +- `embedding_field`: Name of field containing an embedding vector (Only needed when using a dense retriever (e.g. DensePassageRetriever, EmbeddingRetriever) on top) +- `return_embedding`: To return document embedding +- `similarity`: The similarity function used to compare document vectors. 'dot_product' is the default sine it is +more performant with DPR embeddings. 'cosine' is recommended if you are using a Sentence BERT model. + + +#### write\_documents + +```python + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) +``` + +Indexes documents for later queries. + + +**Arguments**: + +- `documents`: a list of Python dictionaries or a list of Haystack Document objects. +For documents as dictionaries, the format is {"text": ""}. +Optionally: Include meta data via {"text": "", +"meta": {"name": ", "author": "somebody", ...}} +It can be used for filtering and is accessible in the responses of the Finder. +- `index`: write documents to a custom namespace. For instance, documents for evaluation can be indexed in a +separate index than the documents for search. + +**Returns**: + +None + + +#### write\_labels + +```python + | write_labels(labels: Union[List[dict], List[Label]], index: Optional[str] = None) +``` + +Write annotation labels into document store. + + +#### get\_document\_by\_id + +```python + | get_document_by_id(id: str, index: Optional[str] = None) -> Optional[Document] +``` + +Fetch a document by specifying its text id string + + +#### get\_documents\_by\_id + +```python + | get_documents_by_id(ids: List[str], index: Optional[str] = None) -> List[Document] +``` + +Fetch documents by specifying a list of text id strings + + +#### query\_by\_embedding + +```python + | query_by_embedding(query_emb: List[float], filters: Optional[Dict[str, List[str]]] = None, top_k: int = 10, index: Optional[str] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Find the document that is most similar to the provided `query_emb` by using a vector similarity metric. + +**Arguments**: + +- `query_emb`: Embedding of the query (e.g. gathered from DPR) +- `filters`: Optional filters to narrow down the search space. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `top_k`: How many documents to return +- `index`: Index name for storing the docs and metadata +- `return_embedding`: To return document embedding + +**Returns**: + + + + +#### update\_embeddings + +```python + | update_embeddings(retriever: BaseRetriever, index: Optional[str] = None) +``` + +Updates the embeddings in the the document store using the encoding model specified in the retriever. +This can be useful if want to add or change the embeddings for your documents (e.g. after changing the retriever config). + +**Arguments**: + +- `retriever`: Retriever +- `index`: Index name to update + +**Returns**: + +None + + +#### get\_document\_count + +```python + | get_document_count(filters: Optional[Dict[str, List[str]]] = None, index: Optional[str] = None) -> int +``` + +Return the number of documents in the document store. + + +#### get\_label\_count + +```python + | get_label_count(index: Optional[str] = None) -> int +``` + +Return the number of labels in the document store + + +#### get\_all\_documents + +```python + | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Get documents from the document store. + +**Arguments**: + +- `index`: Name of the index to get the documents from. If None, the +DocumentStore's default index (self.index) will be used. +- `filters`: Optional filters to narrow down the documents to return. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `return_embedding`: Whether to return the document embeddings. + + +#### get\_all\_labels + +```python + | get_all_labels(index: str = None, filters: Optional[Dict[str, List[str]]] = None) -> List[Label] +``` + +Return all labels in the document store + + +#### add\_eval\_data + +```python + | add_eval_data(filename: str, doc_index: Optional[str] = None, label_index: Optional[str] = None) +``` + +Adds a SQuAD-formatted file to the DocumentStore in order to be able to perform evaluation on it. + +**Arguments**: + +- `filename`: Name of the file containing evaluation data +:type filename: str +- `doc_index`: Elasticsearch index where evaluation documents should be stored +:type doc_index: str +- `label_index`: Elasticsearch index where labeled questions should be stored +:type label_index: str + + +#### delete\_all\_documents + +```python + | delete_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None) +``` + +Delete documents in an index. All documents are deleted if no filters are passed. + +**Arguments**: + +- `index`: Index name to delete the document from. +- `filters`: Optional filters to narrow down the documents to be deleted. + +**Returns**: + +None + + +# Module sql + + +## SQLDocumentStore Objects + +```python +class SQLDocumentStore(BaseDocumentStore) +``` + + +#### \_\_init\_\_ + +```python + | __init__(url: str = "sqlite://", index: str = "document", label_index: str = "label", update_existing_documents: bool = False, batch_size: int = 32766) +``` + +An SQL backed DocumentStore. Currently supports SQLite, PostgreSQL and MySQL backends. + +**Arguments**: + +- `url`: URL for SQL database as expected by SQLAlchemy. More info here: https://docs.sqlalchemy.org/en/13/core/engines.html#database-urls +- `index`: The documents are scoped to an index attribute that can be used when writing, querying, or deleting documents. +This parameter sets the default value for document index. +- `label_index`: The default value of index attribute for the labels. +- `update_existing_documents`: Whether to update any existing documents with the same ID when adding +documents. When set as True, any document with an existing ID gets updated. +If set to False, an error is raised if the document ID of the document being +added already exists. Using this parameter could cause performance degradation +for document insertion. +- `batch_size`: Maximum number of variable parameters and rows fetched in a single SQL statement, +to help in excessive memory allocations. In most methods of the DocumentStore this means number of documents fetched in one query. +Tune this value based on host machine main memory. +For SQLite versions prior to v3.32.0 keep this value less than 1000. +More info refer: https://www.sqlite.org/limits.html + + +#### get\_document\_by\_id + +```python + | get_document_by_id(id: str, index: Optional[str] = None) -> Optional[Document] +``` + +Fetch a document by specifying its text id string + + +#### get\_documents\_by\_id + +```python + | get_documents_by_id(ids: List[str], index: Optional[str] = None) -> List[Document] +``` + +Fetch documents by specifying a list of text id strings + + +#### get\_documents\_by\_vector\_ids + +```python + | get_documents_by_vector_ids(vector_ids: List[str], index: Optional[str] = None) +``` + +Fetch documents by specifying a list of text vector id strings + + +#### get\_all\_documents + +```python + | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Get documents from the document store. + +**Arguments**: + +- `index`: Name of the index to get the documents from. If None, the +DocumentStore's default index (self.index) will be used. +- `filters`: Optional filters to narrow down the documents to return. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `return_embedding`: Whether to return the document embeddings. + + +#### get\_all\_labels + +```python + | get_all_labels(index=None, filters: Optional[dict] = None) +``` + +Return all labels in the document store + + +#### write\_documents + +```python + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) +``` + +Indexes documents for later queries. + +**Arguments**: + +- `documents`: a list of Python dictionaries or a list of Haystack Document objects. +For documents as dictionaries, the format is {"text": ""}. +Optionally: Include meta data via {"text": "", +"meta":{"name": ", "author": "somebody", ...}} +It can be used for filtering and is accessible in the responses of the Finder. +- `index`: add an optional index attribute to documents. It can be later used for filtering. For instance, +documents for evaluation can be indexed in a separate index than the documents for search. + +**Returns**: + +None + + +#### write\_labels + +```python + | write_labels(labels, index=None) +``` + +Write annotation labels into document store. + + +#### update\_vector\_ids + +```python + | update_vector_ids(vector_id_map: Dict[str, str], index: Optional[str] = None) +``` + +Update vector_ids for given document_ids. + +**Arguments**: + +- `vector_id_map`: dict containing mapping of document_id -> vector_id. +- `index`: filter documents by the optional index attribute for documents in database. + + +#### update\_document\_meta + +```python + | update_document_meta(id: str, meta: Dict[str, str]) +``` + +Update the metadata dictionary of a document by specifying its string id + + +#### add\_eval\_data + +```python + | add_eval_data(filename: str, doc_index: str = "eval_document", label_index: str = "label") +``` + +Adds a SQuAD-formatted file to the DocumentStore in order to be able to perform evaluation on it. + +**Arguments**: + +- `filename`: Name of the file containing evaluation data +:type filename: str +- `doc_index`: Elasticsearch index where evaluation documents should be stored +:type doc_index: str +- `label_index`: Elasticsearch index where labeled questions should be stored +:type label_index: str + + +#### get\_document\_count + +```python + | get_document_count(filters: Optional[Dict[str, List[str]]] = None, index: Optional[str] = None) -> int +``` + +Return the number of documents in the document store. + + +#### get\_label\_count + +```python + | get_label_count(index: Optional[str] = None) -> int +``` + +Return the number of labels in the document store + + +#### delete\_all\_documents + +```python + | delete_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None) +``` + +Delete documents in an index. All documents are deleted if no filters are passed. + +**Arguments**: + +- `index`: Index name to delete the document from. +- `filters`: Optional filters to narrow down the documents to be deleted. + +**Returns**: + +None + + +# Module faiss + + +## FAISSDocumentStore Objects + +```python +class FAISSDocumentStore(SQLDocumentStore) +``` + +Document store for very large scale embedding based dense retrievers like the DPR. + +It implements the FAISS library(https://github.com/facebookresearch/faiss) +to perform similarity search on vectors. + +The document text and meta-data (for filtering) are stored using the SQLDocumentStore, while +the vector embeddings are indexed in a FAISS Index. + + +#### \_\_init\_\_ + +```python + | __init__(sql_url: str = "sqlite:///", index_buffer_size: int = 10_000, vector_dim: int = 768, faiss_index_factory_str: str = "Flat", faiss_index: Optional[faiss.swigfaiss.Index] = None, return_embedding: bool = False, update_existing_documents: bool = False, index: str = "document", similarity: str = "dot_product", **kwargs, ,) +``` + +**Arguments**: + +- `sql_url`: SQL connection URL for database. It defaults to local file based SQLite DB. For large scale +deployment, Postgres is recommended. +- `index_buffer_size`: When working with large datasets, the ingestion process(FAISS + SQL) can be buffered in +smaller chunks to reduce memory footprint. +- `vector_dim`: the embedding vector size. +- `faiss_index_factory_str`: Create a new FAISS index of the specified type. +The type is determined from the given string following the conventions +of the original FAISS index factory. +Recommended options: +- "Flat" (default): Best accuracy (= exact). Becomes slow and RAM intense for > 1 Mio docs. +- "HNSW": Graph-based heuristic. If not further specified, +we use a RAM intense, but more accurate config: +HNSW256, efConstruction=256 and efSearch=256 +- "IVFx,Flat": Inverted Index. Replace x with the number of centroids aka nlist. +Rule of thumb: nlist = 10 * sqrt (num_docs) is a good starting point. +For more details see: +- Overview of indices https://github.com/facebookresearch/faiss/wiki/Faiss-indexes +- Guideline for choosing an index https://github.com/facebookresearch/faiss/wiki/Guidelines-to-choose-an-index +- FAISS Index factory https://github.com/facebookresearch/faiss/wiki/The-index-factory +Benchmarks: XXX +- `faiss_index`: Pass an existing FAISS Index, i.e. an empty one that you configured manually +or one with docs that you used in Haystack before and want to load again. +- `return_embedding`: To return document embedding +- `update_existing_documents`: Whether to update any existing documents with the same ID when adding +documents. When set as True, any document with an existing ID gets updated. +If set to False, an error is raised if the document ID of the document being +added already exists. +- `index`: Name of index in document store to use. +- `similarity`: The similarity function used to compare document vectors. 'dot_product' is the default sine it is +more performant with DPR embeddings. 'cosine' is recommended if you are using a Sentence BERT model. + + +#### write\_documents + +```python + | write_documents(documents: Union[List[dict], List[Document]], index: Optional[str] = None) +``` + +Add new documents to the DocumentStore. + +**Arguments**: + +- `documents`: List of `Dicts` or List of `Documents`. If they already contain the embeddings, we'll index +them right away in FAISS. If not, you can later call update_embeddings() to create & index them. +- `index`: (SQL) index name for storing the docs and metadata + +**Returns**: + + + + +#### update\_embeddings + +```python + | update_embeddings(retriever: BaseRetriever, index: Optional[str] = None) +``` + +Updates the embeddings in the the document store using the encoding model specified in the retriever. +This can be useful if want to add or change the embeddings for your documents (e.g. after changing the retriever config). + +**Arguments**: + +- `retriever`: Retriever to use to get embeddings for text +- `index`: (SQL) index name for storing the docs and metadata + +**Returns**: + +None + + +#### get\_all\_documents + +```python + | get_all_documents(index: Optional[str] = None, filters: Optional[Dict[str, List[str]]] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Get documents from the document store. + +**Arguments**: + +- `index`: Name of the index to get the documents from. If None, the +DocumentStore's default index (self.index) will be used. +- `filters`: Optional filters to narrow down the documents to return. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `return_embedding`: Whether to return the document embeddings. + + +#### train\_index + +```python + | train_index(documents: Optional[Union[List[dict], List[Document]]], embeddings: Optional[np.array] = None) +``` + +Some FAISS indices (e.g. IVF) require initial "training" on a sample of vectors before you can add your final vectors. +The train vectors should come from the same distribution as your final ones. +You can pass either documents (incl. embeddings) or just the plain embeddings that the index shall be trained on. + +**Arguments**: + +- `documents`: Documents (incl. the embeddings) +- `embeddings`: Plain embeddings + +**Returns**: + +None + + +#### delete\_all\_documents + +```python + | delete_all_documents(index=None) +``` + +Delete all documents from the document store. + + +#### query\_by\_embedding + +```python + | query_by_embedding(query_emb: np.array, filters: Optional[dict] = None, top_k: int = 10, index: Optional[str] = None, return_embedding: Optional[bool] = None) -> List[Document] +``` + +Find the document that is most similar to the provided `query_emb` by using a vector similarity metric. + +**Arguments**: + +- `query_emb`: Embedding of the query (e.g. gathered from DPR) +- `filters`: Optional filters to narrow down the search space. +Example: {"name": ["some", "more"], "category": ["only_one"]} +- `top_k`: How many documents to return +- `index`: (SQL) index name for storing the docs and metadata +- `return_embedding`: To return document embedding + +**Returns**: + + + + +#### save + +```python + | save(file_path: Union[str, Path]) +``` + +Save FAISS Index to the specified file. + +**Arguments**: + +- `file_path`: Path to save to. + +**Returns**: + +None + + +#### load + +```python + | @classmethod + | load(cls, faiss_file_path: Union[str, Path], sql_url: str, index_buffer_size: int = 10_000) +``` + +Load a saved FAISS index from a file and connect to the SQL database. +Note: In order to have a correct mapping from FAISS to SQL, +make sure to use the same SQL DB that you used when calling `save()`. + +**Arguments**: + +- `faiss_file_path`: Stored FAISS index file. Can be created via calling `save()` +- `sql_url`: Connection string to the SQL database that contains your docs and metadata. +- `index_buffer_size`: When working with large datasets, the ingestion process(FAISS + SQL) can be buffered in +smaller chunks to reduce memory footprint. + +**Returns**: + + + diff --git a/docs/v0.7.0/_src/api/api/file_converter.md b/docs/v0.7.0/_src/api/api/file_converter.md new file mode 100644 index 0000000000..43c9c7e79a --- /dev/null +++ b/docs/v0.7.0/_src/api/api/file_converter.md @@ -0,0 +1,222 @@ + +# Module base + + +## BaseConverter Objects + +```python +class BaseConverter() +``` + +Base class for implementing file converts to transform input documents to text format for ingestion in DocumentStore. + + +#### \_\_init\_\_ + +```python + | __init__(remove_numeric_tables: Optional[bool] = None, valid_languages: Optional[List[str]] = None) +``` + +**Arguments**: + +- `remove_numeric_tables`: This option uses heuristics to remove numeric rows from the tables. +The tabular structures in documents might be noise for the reader model if it +does not have table parsing capability for finding answers. However, tables +may also have long strings that could possible candidate for searching answers. +The rows containing strings are thus retained in this option. +- `valid_languages`: validate languages from a list of languages specified in the ISO 639-1 +(https://en.wikipedia.org/wiki/ISO_639-1) format. +This option can be used to add test for encoding errors. If the extracted text is +not one of the valid languages, then it might likely be encoding error resulting +in garbled text. + + +#### convert + +```python + | @abstractmethod + | convert(file_path: Path, meta: Optional[Dict[str, str]]) -> Dict[str, Any] +``` + +Convert a file to a dictionary containing the text and any associated meta data. + +File converters may extract file meta like name or size. In addition to it, user +supplied meta data like author, url, external IDs can be supplied as a dictionary. + +**Arguments**: + +- `file_path`: path of the file to convert +- `meta`: dictionary of meta data key-value pairs to append in the returned document. + + +#### validate\_language + +```python + | validate_language(text: str) -> bool +``` + +Validate if the language of the text is one of valid languages. + + +# Module txt + + +## TextConverter Objects + +```python +class TextConverter(BaseConverter) +``` + + +#### \_\_init\_\_ + +```python + | __init__(remove_numeric_tables: Optional[bool] = False, valid_languages: Optional[List[str]] = None) +``` + +**Arguments**: + +- `remove_numeric_tables`: This option uses heuristics to remove numeric rows from the tables. +The tabular structures in documents might be noise for the reader model if it +does not have table parsing capability for finding answers. However, tables +may also have long strings that could possible candidate for searching answers. +The rows containing strings are thus retained in this option. +- `valid_languages`: validate languages from a list of languages specified in the ISO 639-1 +(https://en.wikipedia.org/wiki/ISO_639-1) format. +This option can be used to add test for encoding errors. If the extracted text is +not one of the valid languages, then it might likely be encoding error resulting +in garbled text. + + +#### convert + +```python + | convert(file_path: Path, meta: Optional[Dict[str, str]] = None, encoding: str = "utf-8") -> Dict[str, Any] +``` + +Reads text from a txt file and executes optional preprocessing steps. + +**Arguments**: + +- `file_path`: Path of the file to convert +- `meta`: Optional meta data that should be associated with the the document (e.g. name) +- `encoding`: Encoding of the file + +**Returns**: + +Dict of format {"text": "The text from file", "meta": meta}} + + +# Module docx + + +## DocxToTextConverter Objects + +```python +class DocxToTextConverter(BaseConverter) +``` + + +#### convert + +```python + | convert(file_path: Path, meta: Optional[Dict[str, str]] = None) -> Dict[str, Any] +``` + +Extract text from a .docx file. +Note: As docx doesn't contain "page" information, we actually extract and return a list of paragraphs here. +For compliance with other converters we nevertheless opted for keeping the methods name. + +**Arguments**: + +- `file_path`: Path to the .docx file you want to convert + + +# Module tika + + +## TikaConverter Objects + +```python +class TikaConverter(BaseConverter) +``` + + +#### \_\_init\_\_ + +```python + | __init__(tika_url: str = "http://localhost:9998/tika", remove_numeric_tables: Optional[bool] = False, valid_languages: Optional[List[str]] = None) +``` + +**Arguments**: + +- `tika_url`: URL of the Tika server +- `remove_numeric_tables`: This option uses heuristics to remove numeric rows from the tables. +The tabular structures in documents might be noise for the reader model if it +does not have table parsing capability for finding answers. However, tables +may also have long strings that could possible candidate for searching answers. +The rows containing strings are thus retained in this option. +- `valid_languages`: validate languages from a list of languages specified in the ISO 639-1 +(https://en.wikipedia.org/wiki/ISO_639-1) format. +This option can be used to add test for encoding errors. If the extracted text is +not one of the valid languages, then it might likely be encoding error resulting +in garbled text. + + +#### convert + +```python + | convert(file_path: Path, meta: Optional[Dict[str, str]] = None) -> Dict[str, Any] +``` + +**Arguments**: + +- `file_path`: Path of file to be converted. + +**Returns**: + +a list of pages and the extracted meta data of the file. + + +# Module pdf + + +## PDFToTextConverter Objects + +```python +class PDFToTextConverter(BaseConverter) +``` + + +#### \_\_init\_\_ + +```python + | __init__(remove_numeric_tables: Optional[bool] = False, valid_languages: Optional[List[str]] = None) +``` + +**Arguments**: + +- `remove_numeric_tables`: This option uses heuristics to remove numeric rows from the tables. +The tabular structures in documents might be noise for the reader model if it +does not have table parsing capability for finding answers. However, tables +may also have long strings that could possible candidate for searching answers. +The rows containing strings are thus retained in this option. +- `valid_languages`: validate languages from a list of languages specified in the ISO 639-1 +(https://en.wikipedia.org/wiki/ISO_639-1) format. +This option can be used to add test for encoding errors. If the extracted text is +not one of the valid languages, then it might likely be encoding error resulting +in garbled text. + + +#### convert + +```python + | convert(file_path: Path, meta: Optional[Dict[str, str]] = None) -> Dict[str, Any] +``` + +Extract text from a .pdf file. + +**Arguments**: + +- `file_path`: Path to the .pdf file you want to convert + diff --git a/docs/v0.7.0/_src/api/api/generate_docstrings.sh b/docs/v0.7.0/_src/api/api/generate_docstrings.sh new file mode 100755 index 0000000000..66f3e6c3db --- /dev/null +++ b/docs/v0.7.0/_src/api/api/generate_docstrings.sh @@ -0,0 +1,11 @@ +#!/usr/bin/env bash + +# Purpose : Automate the generation of docstrings + +pydoc-markdown pydoc-markdown-document-store.yml +pydoc-markdown pydoc-markdown-file-converters.yml +pydoc-markdown pydoc-markdown-preprocessor.yml +pydoc-markdown pydoc-markdown-reader.yml +pydoc-markdown pydoc-markdown-generator.yml +pydoc-markdown pydoc-markdown-retriever.yml +pydoc-markdown pydoc-markdown-pipelines.yml \ No newline at end of file diff --git a/docs/v0.7.0/_src/api/api/generator.md b/docs/v0.7.0/_src/api/api/generator.md new file mode 100644 index 0000000000..0004b6eba2 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/generator.md @@ -0,0 +1,140 @@ + +# Module base + + +## BaseGenerator Objects + +```python +class BaseGenerator(ABC) +``` + +Abstract class for Generators + + +#### predict + +```python + | @abstractmethod + | predict(query: str, documents: List[Document], top_k: Optional[int]) -> Dict +``` + +Abstract method to generate answers. + +**Arguments**: + +- `query`: Query +- `documents`: Related documents (e.g. coming from a retriever) that the answer shall be conditioned on. +- `top_k`: Number of returned answers + +**Returns**: + +Generated answers plus additional infos in a dict + + +# Module transformers + + +## RAGenerator Objects + +```python +class RAGenerator(BaseGenerator) +``` + +Implementation of Facebook's Retrieval-Augmented Generator (https://arxiv.org/abs/2005.11401) based on +HuggingFace's transformers (https://huggingface.co/transformers/model_doc/rag.html). + +Instead of "finding" the answer within a document, these models **generate** the answer. +In that sense, RAG follows a similar approach as GPT-3 but it comes with two huge advantages +for real-world applications: +a) it has a manageable model size +b) the answer generation is conditioned on retrieved documents, +i.e. the model can easily adjust to domain documents even after training has finished +(in contrast: GPT-3 relies on the web data seen during training) + +**Example** + +```python +| query = "who got the first nobel prize in physics?" +| +| # Retrieve related documents from retriever +| retrieved_docs = retriever.retrieve(query=query) +| +| # Now generate answer from query and retrieved documents +| generator.predict( +| query=query, +| documents=retrieved_docs, +| top_k=1 +| ) +| +| # Answer +| +| {'query': 'who got the first nobel prize in physics', +| 'answers': +| [{'query': 'who got the first nobel prize in physics', +| 'answer': ' albert einstein', +| 'meta': { 'doc_ids': [...], +| 'doc_scores': [80.42758 ...], +| 'doc_probabilities': [40.71379089355469, ... +| 'texts': ['Albert Einstein was a ...] +| 'titles': ['"Albert Einstein"', ...] +| }}]} +``` + + +#### \_\_init\_\_ + +```python + | __init__(model_name_or_path: str = "facebook/rag-token-nq", retriever: Optional[DensePassageRetriever] = None, generator_type: RAGeneratorType = RAGeneratorType.TOKEN, top_k_answers: int = 2, max_length: int = 200, min_length: int = 2, num_beams: int = 2, embed_title: bool = True, prefix: Optional[str] = None, use_gpu: bool = True) +``` + +Load a RAG model from Transformers along with passage_embedding_model. +See https://huggingface.co/transformers/model_doc/rag.html for more details + +**Arguments**: + +- `model_name_or_path`: Directory of a saved model or the name of a public model e.g. +'facebook/rag-token-nq', 'facebook/rag-sequence-nq'. +See https://huggingface.co/models for full list of available models. +- `retriever`: `DensePassageRetriever` used to embedded passage +- `generator_type`: Which RAG generator implementation to use? RAG-TOKEN or RAG-SEQUENCE +- `top_k_answers`: Number of independently generated text to return +- `max_length`: Maximum length of generated text +- `min_length`: Minimum length of generated text +- `num_beams`: Number of beams for beam search. 1 means no beam search. +- `embed_title`: Embedded the title of passage while generating embedding +- `prefix`: The prefix used by the generator's tokenizer. +- `use_gpu`: Whether to use GPU (if available) + + +#### predict + +```python + | predict(query: str, documents: List[Document], top_k: Optional[int] = None) -> Dict +``` + +Generate the answer to the input query. The generation will be conditioned on the supplied documents. +These document can for example be retrieved via the Retriever. + +**Arguments**: + +- `query`: Query +- `documents`: Related documents (e.g. coming from a retriever) that the answer shall be conditioned on. +- `top_k`: Number of returned answers + +**Returns**: + +Generated answers plus additional infos in a dict like this: + +```python +| {'query': 'who got the first nobel prize in physics', +| 'answers': +| [{'query': 'who got the first nobel prize in physics', +| 'answer': ' albert einstein', +| 'meta': { 'doc_ids': [...], +| 'doc_scores': [80.42758 ...], +| 'doc_probabilities': [40.71379089355469, ... +| 'texts': ['Albert Einstein was a ...] +| 'titles': ['"Albert Einstein"', ...] +| }}]} +``` + diff --git a/docs/v0.7.0/_src/api/api/pipelines.md b/docs/v0.7.0/_src/api/api/pipelines.md new file mode 100644 index 0000000000..dbd32e25c6 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pipelines.md @@ -0,0 +1,297 @@ + +# Module pipeline + + +## Pipeline Objects + +```python +class Pipeline() +``` + +Pipeline brings together building blocks to build a complex search pipeline with Haystack & user-defined components. + +Under-the-hood, a pipeline is represented as a directed acyclic graph of component nodes. It enables custom query +flows with options to branch queries(eg, extractive qa vs keyword match query), merge candidate documents for a +Reader from multiple Retrievers, or re-ranking of candidate documents. + + +#### add\_node + +```python + | add_node(component, name: str, inputs: List[str]) +``` + +Add a new node to the pipeline. + +**Arguments**: + +- `component`: The object to be called when the data is passed to the node. It can be a Haystack component +(like Retriever, Reader, or Generator) or a user-defined object that implements a run() +method to process incoming data from predecessor node. +- `name`: The name for the node. It must not contain any dots. +- `inputs`: A list of inputs to the node. If the predecessor node has a single outgoing edge, just the name +of node is sufficient. For instance, a 'ElasticsearchRetriever' node would always output a single +edge with a list of documents. It can be represented as ["ElasticsearchRetriever"]. + +In cases when the predecessor node has multiple outputs, e.g., a "QueryClassifier", the output +must be specified explicitly as "QueryClassifier.output_2". + + +#### get\_node + +```python + | get_node(name: str) +``` + +Get a node from the Pipeline. + +**Arguments**: + +- `name`: The name of the node. + + +#### set\_node + +```python + | set_node(name: str, component) +``` + +Set the component for a node in the Pipeline. + +**Arguments**: + +- `name`: The name of the node. +- `component`: The component object to be set at the node. + + +#### draw + +```python + | draw(path: Path = Path("pipeline.png")) +``` + +Create a Graphviz visualization of the pipeline. + +**Arguments**: + +- `path`: the path to save the image. + + +## BaseStandardPipeline Objects + +```python +class BaseStandardPipeline() +``` + + +#### add\_node + +```python + | add_node(component, name: str, inputs: List[str]) +``` + +Add a new node to the pipeline. + +**Arguments**: + +- `component`: The object to be called when the data is passed to the node. It can be a Haystack component +(like Retriever, Reader, or Generator) or a user-defined object that implements a run() +method to process incoming data from predecessor node. +- `name`: The name for the node. It must not contain any dots. +- `inputs`: A list of inputs to the node. If the predecessor node has a single outgoing edge, just the name +of node is sufficient. For instance, a 'ElasticsearchRetriever' node would always output a single +edge with a list of documents. It can be represented as ["ElasticsearchRetriever"]. + +In cases when the predecessor node has multiple outputs, e.g., a "QueryClassifier", the output +must be specified explicitly as "QueryClassifier.output_2". + + +#### get\_node + +```python + | get_node(name: str) +``` + +Get a node from the Pipeline. + +**Arguments**: + +- `name`: The name of the node. + + +#### set\_node + +```python + | set_node(name: str, component) +``` + +Set the component for a node in the Pipeline. + +**Arguments**: + +- `name`: The name of the node. +- `component`: The component object to be set at the node. + + +#### draw + +```python + | draw(path: Path = Path("pipeline.png")) +``` + +Create a Graphviz visualization of the pipeline. + +**Arguments**: + +- `path`: the path to save the image. + + +## ExtractiveQAPipeline Objects + +```python +class ExtractiveQAPipeline(BaseStandardPipeline) +``` + + +#### \_\_init\_\_ + +```python + | __init__(reader: BaseReader, retriever: BaseRetriever) +``` + +Initialize a Pipeline for Extractive Question Answering. + +**Arguments**: + +- `reader`: Reader instance +- `retriever`: Retriever instance + + +## DocumentSearchPipeline Objects + +```python +class DocumentSearchPipeline(BaseStandardPipeline) +``` + + +#### \_\_init\_\_ + +```python + | __init__(retriever: BaseRetriever) +``` + +Initialize a Pipeline for semantic document search. + +**Arguments**: + +- `retriever`: Retriever instance + + +## GenerativeQAPipeline Objects + +```python +class GenerativeQAPipeline(BaseStandardPipeline) +``` + + +#### \_\_init\_\_ + +```python + | __init__(generator: BaseGenerator, retriever: BaseRetriever) +``` + +Initialize a Pipeline for Generative Question Answering. + +**Arguments**: + +- `generator`: Generator instance +- `retriever`: Retriever instance + + +## SearchSummarizationPipeline Objects + +```python +class SearchSummarizationPipeline(BaseStandardPipeline) +``` + + +#### \_\_init\_\_ + +```python + | __init__(summarizer: BaseSummarizer, retriever: BaseRetriever) +``` + +Initialize a Pipeline that retrieves documents for a query and then summarizes those documents. + +**Arguments**: + +- `summarizer`: Summarizer instance +- `retriever`: Retriever instance + + +#### run + +```python + | run(query: str, filters: Optional[Dict] = None, top_k_retriever: int = 10, generate_single_summary: bool = False, return_in_answer_format=False) +``` + +**Arguments**: + +- `query`: Your search query +- `filters`: +- `top_k_retriever`: Number of top docs the retriever should pass to the summarizer. +The higher this value, the slower your pipeline. +- `generate_single_summary`: Whether to generate single summary from all retrieved docs (True) or one per doc (False). +- `return_in_answer_format`: Whether the results should be returned as documents (False) or in the answer format used in other QA pipelines (True). +With the latter, you can use this pipeline as a "drop-in replacement" for other QA pipelines. + + +## FAQPipeline Objects + +```python +class FAQPipeline(BaseStandardPipeline) +``` + + +#### \_\_init\_\_ + +```python + | __init__(retriever: BaseRetriever) +``` + +Initialize a Pipeline for finding similar FAQs using semantic document search. + +**Arguments**: + +- `retriever`: Retriever instance + + +## JoinDocuments Objects + +```python +class JoinDocuments() +``` + +A node to join documents outputted by multiple retriever nodes. + +The node allows multiple join modes: +* concatenate: combine the documents from multiple nodes. Any duplicate documents are discarded. +* merge: merge scores of documents from multiple nodes. Optionally, each input score can be given a different + `weight` & a `top_k` limit can be set. This mode can also be used for "reranking" retrieved documents. + + +#### \_\_init\_\_ + +```python + | __init__(join_mode: str = "concatenate", weights: Optional[List[float]] = None, top_k_join: Optional[int] = None) +``` + +**Arguments**: + +- `join_mode`: `concatenate` to combine documents from multiple retrievers or `merge` to aggregate scores of +individual documents. +- `weights`: A node-wise list(length of list must be equal to the number of input nodes) of weights for +adjusting document scores when using the `merge` join_mode. By default, equal weight is given +to each retriever score. This param is not compatible with the `concatenate` join_mode. +- `top_k_join`: Limit documents to top_k based on the resulting scores of the join. + diff --git a/docs/v0.7.0/_src/api/api/preprocessor.md b/docs/v0.7.0/_src/api/api/preprocessor.md new file mode 100644 index 0000000000..5a889b818d --- /dev/null +++ b/docs/v0.7.0/_src/api/api/preprocessor.md @@ -0,0 +1,177 @@ + +# Module base + + +## BasePreProcessor Objects + +```python +class BasePreProcessor() +``` + + +#### process + +```python + | process(document: dict) -> List[dict] +``` + +Perform document cleaning and splitting. Takes a single document as input and returns a list of documents. + + +# Module preprocessor + + +## PreProcessor Objects + +```python +class PreProcessor(BasePreProcessor) +``` + + +#### \_\_init\_\_ + +```python + | __init__(clean_whitespace: Optional[bool] = True, clean_header_footer: Optional[bool] = False, clean_empty_lines: Optional[bool] = True, split_by: Optional[str] = "word", split_length: Optional[int] = 1000, split_overlap: Optional[int] = None, split_respect_sentence_boundary: Optional[bool] = True) +``` + +**Arguments**: + +- `clean_header_footer`: Use heuristic to remove footers and headers across different pages by searching +for the longest common string. This heuristic uses exact matches and therefore +works well for footers like "Copyright 2019 by XXX", but won't detect "Page 3 of 4" +or similar. +- `clean_whitespace`: Strip whitespaces before or after each line in the text. +- `clean_empty_lines`: Remove more than two empty lines in the text. +- `split_by`: Unit for splitting the document. Can be "word", "sentence", or "passage". Set to None to disable splitting. +- `split_length`: Max. number of the above split unit (e.g. words) that are allowed in one document. For instance, if n -> 10 & split_by -> +"sentence", then each output document will have 10 sentences. +- `split_overlap`: Word overlap between two adjacent documents after a split. +Setting this to a positive number essentially enables the sliding window approach. +For example, if split_by -> `word`, +split_length -> 5 & split_overlap -> 2, then the splits would be like: +[w1 w2 w3 w4 w5, w4 w5 w6 w7 w8, w7 w8 w10 w11 w12]. +Set the value to None to ensure there is no overlap among the documents after splitting. +- `split_respect_sentence_boundary`: Whether to split in partial sentences if split_by -> `word`. If set +to True, the individual split will always have complete sentences & +the number of words will be <= split_length. + + +#### clean + +```python + | clean(document: dict) -> dict +``` + +Perform document cleaning on a single document and return a single document. This method will deal with whitespaces, headers, footers +and empty lines. Its exact functionality is defined by the parameters passed into PreProcessor.__init__(). + + +#### split + +```python + | split(document: dict) -> List[dict] +``` + +Perform document splitting on a single document. This method can split on different units, at different lengths, +with different strides. It can also respect sentence boundaries. Its exact functionality is defined by +the parameters passed into PreProcessor.__init__(). Takes a single document as input and returns a list of documents. + + +# Module utils + + +#### eval\_data\_from\_file + +```python +eval_data_from_file(filename: str, max_docs: Union[int, bool] = None) -> Tuple[List[Document], List[Label]] +``` + +Read Documents + Labels from a SQuAD-style file. +Document and Labels can then be indexed to the DocumentStore and be used for evaluation. + +**Arguments**: + +- `filename`: Path to file in SQuAD format +- `max_docs`: This sets the number of documents that will be loaded. By default, this is set to None, thus reading in all available eval documents. + +**Returns**: + +(List of Documents, List of Labels) + + +#### convert\_files\_to\_dicts + +```python +convert_files_to_dicts(dir_path: str, clean_func: Optional[Callable] = None, split_paragraphs: bool = False) -> List[dict] +``` + +Convert all files(.txt, .pdf, .docx) in the sub-directories of the given path to Python dicts that can be written to a +Document Store. + +**Arguments**: + +- `dir_path`: path for the documents to be written to the DocumentStore +- `clean_func`: a custom cleaning function that gets applied to each doc (input: str, output:str) +- `split_paragraphs`: split text in paragraphs. + +**Returns**: + +None + + +#### tika\_convert\_files\_to\_dicts + +```python +tika_convert_files_to_dicts(dir_path: str, clean_func: Optional[Callable] = None, split_paragraphs: bool = False, merge_short: bool = True, merge_lowercase: bool = True) -> List[dict] +``` + +Convert all files(.txt, .pdf) in the sub-directories of the given path to Python dicts that can be written to a +Document Store. + +**Arguments**: + +- `merge_lowercase`: allow conversion of merged paragraph to lowercase +- `merge_short`: allow merging of short paragraphs +- `dir_path`: path for the documents to be written to the DocumentStore +- `clean_func`: a custom cleaning function that gets applied to each doc (input: str, output:str) +- `split_paragraphs`: split text in paragraphs. + +**Returns**: + +None + + +#### fetch\_archive\_from\_http + +```python +fetch_archive_from_http(url: str, output_dir: str, proxies: Optional[dict] = None) +``` + +Fetch an archive (zip or tar.gz) from a url via http and extract content to an output directory. + +**Arguments**: + +- `url`: http address +:type url: str +- `output_dir`: local path +:type output_dir: str +- `proxies`: proxies details as required by requests library +:type proxies: dict + +**Returns**: + +bool if anything got fetched + + +# Module cleaning + + +#### clean\_wiki\_text + +```python +clean_wiki_text(text: str) -> str +``` + +Clean wikipedia text by removing multiple new lines, removing extremely short lines, +adding paragraph breaks and removing empty paragraphs + diff --git a/docs/v0.7.0/_src/api/api/pydoc-markdown-document-store.yml b/docs/v0.7.0/_src/api/api/pydoc-markdown-document-store.yml new file mode 100644 index 0000000000..863e7a00d1 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pydoc-markdown-document-store.yml @@ -0,0 +1,18 @@ +loaders: + - type: python + search_path: [../../../../haystack/document_store] + modules: ['base', 'elasticsearch', 'memory', 'sql', 'faiss'] + ignore_when_discovered: ['__init__'] +processor: + - type: filter + expression: not name.startswith('_') and default() + - documented_only: true + - do_not_filter_modules: false + - skip_empty_modules: true +renderer: + type: markdown + descriptive_class_title: true + descriptive_module_title: true + add_method_class_prefix: false + add_member_class_prefix: false + filename: document_store.md diff --git a/docs/v0.7.0/_src/api/api/pydoc-markdown-file-converters.yml b/docs/v0.7.0/_src/api/api/pydoc-markdown-file-converters.yml new file mode 100644 index 0000000000..574b7be71a --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pydoc-markdown-file-converters.yml @@ -0,0 +1,18 @@ +loaders: + - type: python + search_path: [../../../../haystack/file_converter] + modules: ['base', 'txt', 'docx', 'tika', 'pdf'] + ignore_when_discovered: ['__init__'] +processor: + - type: filter + expression: not name.startswith('_') and default() + - documented_only: true + - do_not_filter_modules: false + - skip_empty_modules: true +renderer: + type: markdown + descriptive_class_title: true + descriptive_module_title: true + add_method_class_prefix: false + add_member_class_prefix: false + filename: file_converter.md diff --git a/docs/v0.7.0/_src/api/api/pydoc-markdown-generator.yml b/docs/v0.7.0/_src/api/api/pydoc-markdown-generator.yml new file mode 100644 index 0000000000..ce6599a04b --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pydoc-markdown-generator.yml @@ -0,0 +1,18 @@ +loaders: + - type: python + search_path: [../../../../haystack/generator] + modules: [ 'base', 'transformers'] + ignore_when_discovered: ['__init__'] +processor: + - type: filter + expression: not name.startswith('_') and default() + - documented_only: true + - do_not_filter_modules: false + - skip_empty_modules: true +renderer: + type: markdown + descriptive_class_title: true + descriptive_module_title: true + add_method_class_prefix: false + add_member_class_prefix: false + filename: generator.md diff --git a/docs/v0.7.0/_src/api/api/pydoc-markdown-pipelines.yml b/docs/v0.7.0/_src/api/api/pydoc-markdown-pipelines.yml new file mode 100644 index 0000000000..ba9c687677 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pydoc-markdown-pipelines.yml @@ -0,0 +1,18 @@ +loaders: + - type: python + search_path: [../../../../haystack] + modules: ['pipeline'] + ignore_when_discovered: ['__init__'] +processor: + - type: filter + expression: not name.startswith('_') and default() + - documented_only: true + - do_not_filter_modules: false + - skip_empty_modules: true +renderer: + type: markdown + descriptive_class_title: true + descriptive_module_title: true + add_method_class_prefix: false + add_member_class_prefix: false + filename: pipelines.md diff --git a/docs/v0.7.0/_src/api/api/pydoc-markdown-preprocessor.yml b/docs/v0.7.0/_src/api/api/pydoc-markdown-preprocessor.yml new file mode 100644 index 0000000000..0f21f1da65 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pydoc-markdown-preprocessor.yml @@ -0,0 +1,18 @@ +loaders: + - type: python + search_path: [../../../../haystack/preprocessor] + modules: ['base', 'preprocessor', 'utils', 'cleaning'] + ignore_when_discovered: ['__init__'] +processor: + - type: filter + expression: not name.startswith('_') and default() + - documented_only: true + - do_not_filter_modules: false + - skip_empty_modules: true +renderer: + type: markdown + descriptive_class_title: true + descriptive_module_title: true + add_method_class_prefix: false + add_member_class_prefix: false + filename: preprocessor.md diff --git a/docs/v0.7.0/_src/api/api/pydoc-markdown-reader.yml b/docs/v0.7.0/_src/api/api/pydoc-markdown-reader.yml new file mode 100644 index 0000000000..59a77a8365 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pydoc-markdown-reader.yml @@ -0,0 +1,18 @@ +loaders: + - type: python + search_path: [../../../../haystack/reader] + modules: ['base', 'farm', 'transformers'] + ignore_when_discovered: ['__init__'] +processor: + - type: filter + expression: not name.startswith('_') and default() + - documented_only: true + - do_not_filter_modules: false + - skip_empty_modules: true +renderer: + type: markdown + descriptive_class_title: true + descriptive_module_title: true + add_method_class_prefix: false + add_member_class_prefix: false + filename: reader.md diff --git a/docs/v0.7.0/_src/api/api/pydoc-markdown-retriever.yml b/docs/v0.7.0/_src/api/api/pydoc-markdown-retriever.yml new file mode 100644 index 0000000000..add60eb265 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/pydoc-markdown-retriever.yml @@ -0,0 +1,18 @@ +loaders: + - type: python + search_path: [../../../../haystack/retriever] + modules: ['base', 'sparse', 'dense'] + ignore_when_discovered: ['__init__'] +processor: + - type: filter + expression: not name.startswith('_') and default() + - documented_only: true + - do_not_filter_modules: false + - skip_empty_modules: true +renderer: + type: markdown + descriptive_class_title: true + descriptive_module_title: true + add_method_class_prefix: false + add_member_class_prefix: false + filename: retriever.md diff --git a/docs/v0.7.0/_src/api/api/reader.md b/docs/v0.7.0/_src/api/api/reader.md new file mode 100644 index 0000000000..162cf4cae8 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/reader.md @@ -0,0 +1,383 @@ + +# Module base + + +# Module farm + + +## FARMReader Objects + +```python +class FARMReader(BaseReader) +``` + +Transformer based model for extractive Question Answering using the FARM framework (https://github.com/deepset-ai/FARM). +While the underlying model can vary (BERT, Roberta, DistilBERT, ...), the interface remains the same. + +| With a FARMReader, you can: + + - directly get predictions via predict() + - fine-tune the model on QA data via train() + + +#### \_\_init\_\_ + +```python + | __init__(model_name_or_path: Union[str, Path], context_window_size: int = 150, batch_size: int = 50, use_gpu: bool = True, no_ans_boost: float = 0.0, return_no_answer: bool = False, top_k_per_candidate: int = 3, top_k_per_sample: int = 1, num_processes: Optional[int] = None, max_seq_len: int = 256, doc_stride: int = 128) +``` + +**Arguments**: + +- `model_name_or_path`: Directory of a saved model or the name of a public model e.g. 'bert-base-cased', +'deepset/bert-base-cased-squad2', 'deepset/bert-base-cased-squad2', 'distilbert-base-uncased-distilled-squad'. +See https://huggingface.co/models for full list of available models. +- `context_window_size`: The size, in characters, of the window around the answer span that is used when +displaying the context around the answer. +- `batch_size`: Number of samples the model receives in one batch for inference. +Memory consumption is much lower in inference mode. Recommendation: Increase the batch size +to a value so only a single batch is used. +- `use_gpu`: Whether to use GPU (if available) +- `no_ans_boost`: How much the no_answer logit is boosted/increased. +If set to 0 (default), the no_answer logit is not changed. +If a negative number, there is a lower chance of "no_answer" being predicted. +If a positive number, there is an increased chance of "no_answer" +- `return_no_answer`: Whether to include no_answer predictions in the results. +- `top_k_per_candidate`: How many answers to extract for each candidate doc that is coming from the retriever (might be a long text). +Note that this is not the number of "final answers" you will receive +(see `top_k` in FARMReader.predict() or Finder.get_answers() for that) +and that FARM includes no_answer in the sorted list of predictions. +- `top_k_per_sample`: How many answers to extract from each small text passage that the model can process at once +(one "candidate doc" is usually split into many smaller "passages"). +You usually want a very small value here, as it slows down inference +and you don't gain much of quality by having multiple answers from one passage. +Note that this is not the number of "final answers" you will receive +(see `top_k` in FARMReader.predict() or Finder.get_answers() for that) +and that FARM includes no_answer in the sorted list of predictions. +- `num_processes`: The number of processes for `multiprocessing.Pool`. Set to value of 0 to disable +multiprocessing. Set to None to let Inferencer determine optimum number. If you +want to debug the Language Model, you might need to disable multiprocessing! +- `max_seq_len`: Max sequence length of one input text for the model +- `doc_stride`: Length of striding window for splitting long texts (used if ``len(text) > max_seq_len``) + + +#### train + +```python + | train(data_dir: str, train_filename: str, dev_filename: Optional[str] = None, test_filename: Optional[str] = None, use_gpu: Optional[bool] = None, batch_size: int = 10, n_epochs: int = 2, learning_rate: float = 1e-5, max_seq_len: Optional[int] = None, warmup_proportion: float = 0.2, dev_split: float = 0, evaluate_every: int = 300, save_dir: Optional[str] = None, num_processes: Optional[int] = None, use_amp: str = None) +``` + +Fine-tune a model on a QA dataset. Options: + +- Take a plain language model (e.g. `bert-base-cased`) and train it for QA (e.g. on SQuAD data) +- Take a QA model (e.g. `deepset/bert-base-cased-squad2`) and fine-tune it for your domain (e.g. using your labels collected via the haystack annotation tool) + +**Arguments**: + +- `data_dir`: Path to directory containing your training data in SQuAD style +- `train_filename`: Filename of training data +- `dev_filename`: Filename of dev / eval data +- `test_filename`: Filename of test data +- `dev_split`: Instead of specifying a dev_filename, you can also specify a ratio (e.g. 0.1) here +that gets split off from training data for eval. +- `use_gpu`: Whether to use GPU (if available) +- `batch_size`: Number of samples the model receives in one batch for training +- `n_epochs`: Number of iterations on the whole training data set +- `learning_rate`: Learning rate of the optimizer +- `max_seq_len`: Maximum text length (in tokens). Everything longer gets cut down. +- `warmup_proportion`: Proportion of training steps until maximum learning rate is reached. +Until that point LR is increasing linearly. After that it's decreasing again linearly. +Options for different schedules are available in FARM. +- `evaluate_every`: Evaluate the model every X steps on the hold-out eval dataset +- `save_dir`: Path to store the final model +- `num_processes`: The number of processes for `multiprocessing.Pool` during preprocessing. +Set to value of 1 to disable multiprocessing. When set to 1, you cannot split away a dev set from train set. +Set to None to use all CPU cores minus one. +- `use_amp`: Optimization level of NVIDIA's automatic mixed precision (AMP). The higher the level, the faster the model. +Available options: +None (Don't use AMP) +"O0" (Normal FP32 training) +"O1" (Mixed Precision => Recommended) +"O2" (Almost FP16) +"O3" (Pure FP16). +See details on: https://nvidia.github.io/apex/amp.html + +**Returns**: + +None + + +#### update\_parameters + +```python + | update_parameters(context_window_size: Optional[int] = None, no_ans_boost: Optional[float] = None, return_no_answer: Optional[bool] = None, max_seq_len: Optional[int] = None, doc_stride: Optional[int] = None) +``` + +Hot update parameters of a loaded Reader. It may not to be safe when processing concurrent requests. + + +#### save + +```python + | save(directory: Path) +``` + +Saves the Reader model so that it can be reused at a later point in time. + +**Arguments**: + +- `directory`: Directory where the Reader model should be saved + + +#### predict\_batch + +```python + | predict_batch(query_doc_list: List[dict], top_k: int = None, batch_size: int = None) +``` + +Use loaded QA model to find answers for a list of queries in each query's supplied list of Document. + +Returns list of dictionaries containing answers sorted by (desc.) probability + +**Arguments**: + +- `query_doc_list`: List of dictionaries containing queries with their retrieved documents +- `top_k`: The maximum number of answers to return for each query +- `batch_size`: Number of samples the model receives in one batch for inference + +**Returns**: + +List of dictionaries containing query and answers + + +#### predict + +```python + | predict(query: str, documents: List[Document], top_k: Optional[int] = None) +``` + +Use loaded QA model to find answers for a query in the supplied list of Document. + +Returns dictionaries containing answers sorted by (desc.) probability. +Example: +```python +|{ +| 'query': 'Who is the father of Arya Stark?', +| 'answers':[ +| {'answer': 'Eddard,', +| 'context': " She travels with her father, Eddard, to King's Landing when he is ", +| 'offset_answer_start': 147, +| 'offset_answer_end': 154, +| 'probability': 0.9787139466668613, +| 'score': None, +| 'document_id': '1337' +| },... +| ] +|} +``` + +**Arguments**: + +- `query`: Query string +- `documents`: List of Document in which to search for the answer +- `top_k`: The maximum number of answers to return + +**Returns**: + +Dict containing query and answers + + +#### eval\_on\_file + +```python + | eval_on_file(data_dir: str, test_filename: str, device: str) +``` + +Performs evaluation on a SQuAD-formatted file. +Returns a dict containing the following metrics: +- "EM": exact match score +- "f1": F1-Score +- "top_n_accuracy": Proportion of predicted answers that overlap with correct answer + +**Arguments**: + +- `data_dir`: The directory in which the test set can be found +:type data_dir: Path or str +- `test_filename`: The name of the file containing the test data in SQuAD format. +:type test_filename: str +- `device`: The device on which the tensors should be processed. Choose from "cpu" and "cuda". +:type device: str + + +#### eval + +```python + | eval(document_store: BaseDocumentStore, device: str, label_index: str = "label", doc_index: str = "eval_document", label_origin: str = "gold_label") +``` + +Performs evaluation on evaluation documents in the DocumentStore. +Returns a dict containing the following metrics: +- "EM": Proportion of exact matches of predicted answers with their corresponding correct answers +- "f1": Average overlap between predicted answers and their corresponding correct answers +- "top_n_accuracy": Proportion of predicted answers that overlap with correct answer + +**Arguments**: + +- `document_store`: DocumentStore containing the evaluation documents +- `device`: The device on which the tensors should be processed. Choose from "cpu" and "cuda". +- `label_index`: Index/Table name where labeled questions are stored +- `doc_index`: Index/Table name where documents that are used for evaluation are stored + + +#### predict\_on\_texts + +```python + | predict_on_texts(question: str, texts: List[str], top_k: Optional[int] = None) +``` + +Use loaded QA model to find answers for a question in the supplied list of Document. +Returns dictionaries containing answers sorted by (desc.) probability. +Example: +```python +|{ +| 'question': 'Who is the father of Arya Stark?', +| 'answers':[ +| {'answer': 'Eddard,', +| 'context': " She travels with her father, Eddard, to King's Landing when he is ", +| 'offset_answer_start': 147, +| 'offset_answer_end': 154, +| 'probability': 0.9787139466668613, +| 'score': None, +| 'document_id': '1337' +| },... +| ] +|} +``` + +**Arguments**: + +- `question`: Question string +- `documents`: List of documents as string type +- `top_k`: The maximum number of answers to return + +**Returns**: + +Dict containing question and answers + + +#### convert\_to\_onnx + +```python + | @classmethod + | convert_to_onnx(cls, model_name: str, output_path: Path, convert_to_float16: bool = False, quantize: bool = False, task_type: str = "question_answering", opset_version: int = 11) +``` + +Convert a PyTorch BERT model to ONNX format and write to ./onnx-export dir. The converted ONNX model +can be loaded with in the `FARMReader` using the export path as `model_name_or_path` param. + +Usage: + +`from haystack.reader.farm import FARMReader +from pathlib import Path +onnx_model_path = Path("roberta-onnx-model") +FARMReader.convert_to_onnx(model_name="deepset/bert-base-cased-squad2", output_path=onnx_model_path) +reader = FARMReader(onnx_model_path)` + +**Arguments**: + +- `model_name`: transformers model name +- `output_path`: Path to output the converted model +- `convert_to_float16`: Many models use float32 precision by default. With the half precision of float16, +inference is faster on Nvidia GPUs with Tensor core like T4 or V100. On older GPUs, +float32 could still be be more performant. +- `quantize`: convert floating point number to integers +- `task_type`: Type of task for the model. Available options: "question_answering" or "embeddings". +- `opset_version`: ONNX opset version + + +# Module transformers + + +## TransformersReader Objects + +```python +class TransformersReader(BaseReader) +``` + +Transformer based model for extractive Question Answering using the HuggingFace's transformers framework +(https://github.com/huggingface/transformers). +While the underlying model can vary (BERT, Roberta, DistilBERT ...), the interface remains the same. +With this reader, you can directly get predictions via predict() + + +#### \_\_init\_\_ + +```python + | __init__(model_name_or_path: str = "distilbert-base-uncased-distilled-squad", tokenizer: Optional[str] = None, context_window_size: int = 70, use_gpu: int = 0, top_k_per_candidate: int = 4, return_no_answers: bool = True, max_seq_len: int = 256, doc_stride: int = 128) +``` + +Load a QA model from Transformers. +Available models include: + +- ``'distilbert-base-uncased-distilled-squad`'`` +- ``'bert-large-cased-whole-word-masking-finetuned-squad``' +- ``'bert-large-uncased-whole-word-masking-finetuned-squad``' + +See https://huggingface.co/models for full list of available QA models + +**Arguments**: + +- `model_name_or_path`: Directory of a saved model or the name of a public model e.g. 'bert-base-cased', +'deepset/bert-base-cased-squad2', 'deepset/bert-base-cased-squad2', 'distilbert-base-uncased-distilled-squad'. +See https://huggingface.co/models for full list of available models. +- `tokenizer`: Name of the tokenizer (usually the same as model) +- `context_window_size`: Num of chars (before and after the answer) to return as "context" for each answer. +The context usually helps users to understand if the answer really makes sense. +- `use_gpu`: If < 0, then use cpu. If >= 0, this is the ordinal of the gpu to use +- `top_k_per_candidate`: How many answers to extract for each candidate doc that is coming from the retriever (might be a long text). +Note that this is not the number of "final answers" you will receive +(see `top_k` in TransformersReader.predict() or Finder.get_answers() for that) +and that no_answer can be included in the sorted list of predictions. +- `return_no_answers`: If True, the HuggingFace Transformers model could return a "no_answer" (i.e. when there is an unanswerable question) +If False, it cannot return a "no_answer". Note that `no_answer_boost` is unfortunately not available with TransformersReader. +If you would like to set no_answer_boost, use a `FARMReader`. +- `max_seq_len`: max sequence length of one input text for the model +- `doc_stride`: length of striding window for splitting long texts (used if len(text) > max_seq_len) + + +#### predict + +```python + | predict(query: str, documents: List[Document], top_k: Optional[int] = None) +``` + +Use loaded QA model to find answers for a query in the supplied list of Document. + +Returns dictionaries containing answers sorted by (desc.) probability. +Example: + +```python +|{ +| 'query': 'Who is the father of Arya Stark?', +| 'answers':[ +| {'answer': 'Eddard,', +| 'context': " She travels with her father, Eddard, to King's Landing when he is ", +| 'offset_answer_start': 147, +| 'offset_answer_end': 154, +| 'probability': 0.9787139466668613, +| 'score': None, +| 'document_id': '1337' +| },... +| ] +|} +``` + +**Arguments**: + +- `query`: Query string +- `documents`: List of Document in which to search for the answer +- `top_k`: The maximum number of answers to return + +**Returns**: + +Dict containing query and answers + diff --git a/docs/v0.7.0/_src/api/api/retriever.md b/docs/v0.7.0/_src/api/api/retriever.md new file mode 100644 index 0000000000..3b7708d6b0 --- /dev/null +++ b/docs/v0.7.0/_src/api/api/retriever.md @@ -0,0 +1,481 @@ + +# Module base + + +## BaseRetriever Objects + +```python +class BaseRetriever(ABC) +``` + + +#### retrieve + +```python + | @abstractmethod + | retrieve(query: str, filters: dict = None, top_k: int = 10, index: str = None) -> List[Document] +``` + +Scan through documents in DocumentStore and return a small number documents +that are most relevant to the query. + +**Arguments**: + +- `query`: The query +- `filters`: A dictionary where the keys specify a metadata field and the value is a list of accepted values for that field +- `top_k`: How many documents to return per query. +- `index`: The name of the index in the DocumentStore from which to retrieve documents + + +#### timing + +```python + | timing(fn) +``` + +Wrapper method used to time functions. + + +#### eval + +```python + | eval(label_index: str = "label", doc_index: str = "eval_document", label_origin: str = "gold_label", top_k: int = 10, open_domain: bool = False, return_preds: bool = False) -> dict +``` + +Performs evaluation on the Retriever. +Retriever is evaluated based on whether it finds the correct document given the query string and at which +position in the ranking of documents the correct document is. + +| Returns a dict containing the following metrics: + +- "recall": Proportion of questions for which correct document is among retrieved documents +- "mrr": Mean of reciprocal rank. Rewards retrievers that give relevant documents a higher rank. +Only considers the highest ranked relevant document. +- "map": Mean of average precision for each question. Rewards retrievers that give relevant +documents a higher rank. Considers all retrieved relevant documents. If ``open_domain=True``, +average precision is normalized by the number of retrieved relevant documents per query. +If ``open_domain=False``, average precision is normalized by the number of all relevant documents +per query. + +**Arguments**: + +- `label_index`: Index/Table in DocumentStore where labeled questions are stored +- `doc_index`: Index/Table in DocumentStore where documents that are used for evaluation are stored +- `top_k`: How many documents to return per query +- `open_domain`: If ``True``, retrieval will be evaluated by checking if the answer string to a question is +contained in the retrieved docs (common approach in open-domain QA). +If ``False``, retrieval uses a stricter evaluation that checks if the retrieved document ids +are within ids explicitly stated in the labels. +- `return_preds`: Whether to add predictions in the returned dictionary. If True, the returned dictionary +contains the keys "predictions" and "metrics". + + +# Module sparse + + +## ElasticsearchRetriever Objects + +```python +class ElasticsearchRetriever(BaseRetriever) +``` + + +#### \_\_init\_\_ + +```python + | __init__(document_store: ElasticsearchDocumentStore, custom_query: str = None) +``` + +**Arguments**: + +- `document_store`: an instance of a DocumentStore to retrieve documents from. +- `custom_query`: query string as per Elasticsearch DSL with a mandatory query placeholder(query). + +Optionally, ES `filter` clause can be added where the values of `terms` are placeholders +that get substituted during runtime. The placeholder(${filter_name_1}, ${filter_name_2}..) +names must match with the filters dict supplied in self.retrieve(). +:: + +**An example custom_query:** +```python +| { +| "size": 10, +| "query": { +| "bool": { +| "should": [{"multi_match": { +| "query": "${query}", // mandatory query placeholder +| "type": "most_fields", +| "fields": ["text", "title"]}}], +| "filter": [ // optional custom filters +| {"terms": {"year": "${years}"}}, +| {"terms": {"quarter": "${quarters}"}}, +| {"range": {"date": {"gte": "${date}"}}} +| ], +| } +| }, +| } +``` + +**For this custom_query, a sample retrieve() could be:** +```python +| self.retrieve(query="Why did the revenue increase?", +| filters={"years": ["2019"], "quarters": ["Q1", "Q2"]}) +``` + + +#### retrieve + +```python + | retrieve(query: str, filters: dict = None, top_k: int = 10, index: str = None) -> List[Document] +``` + +Scan through documents in DocumentStore and return a small number documents +that are most relevant to the query. + +**Arguments**: + +- `query`: The query +- `filters`: A dictionary where the keys specify a metadata field and the value is a list of accepted values for that field +- `top_k`: How many documents to return per query. +- `index`: The name of the index in the DocumentStore from which to retrieve documents + + +## ElasticsearchFilterOnlyRetriever Objects + +```python +class ElasticsearchFilterOnlyRetriever(ElasticsearchRetriever) +``` + +Naive "Retriever" that returns all documents that match the given filters. No impact of query at all. +Helpful for benchmarking, testing and if you want to do QA on small documents without an "active" retriever. + + +#### retrieve + +```python + | retrieve(query: str, filters: dict = None, top_k: int = 10, index: str = None) -> List[Document] +``` + +Scan through documents in DocumentStore and return a small number documents +that are most relevant to the query. + +**Arguments**: + +- `query`: The query +- `filters`: A dictionary where the keys specify a metadata field and the value is a list of accepted values for that field +- `top_k`: How many documents to return per query. +- `index`: The name of the index in the DocumentStore from which to retrieve documents + + +## TfidfRetriever Objects + +```python +class TfidfRetriever(BaseRetriever) +``` + +Read all documents from a SQL backend. + +Split documents into smaller units (eg, paragraphs or pages) to reduce the +computations when text is passed on to a Reader for QA. + +It uses sklearn's TfidfVectorizer to compute a tf-idf matrix. + + +#### retrieve + +```python + | retrieve(query: str, filters: dict = None, top_k: int = 10, index: str = None) -> List[Document] +``` + +Scan through documents in DocumentStore and return a small number documents +that are most relevant to the query. + +**Arguments**: + +- `query`: The query +- `filters`: A dictionary where the keys specify a metadata field and the value is a list of accepted values for that field +- `top_k`: How many documents to return per query. +- `index`: The name of the index in the DocumentStore from which to retrieve documents + + +#### fit + +```python + | fit() +``` + +Performing training on this class according to the TF-IDF algorithm. + + +# Module dense + + +## DensePassageRetriever Objects + +```python +class DensePassageRetriever(BaseRetriever) +``` + +Retriever that uses a bi-encoder (one transformer for query, one transformer for passage). +See the original paper for more details: +Karpukhin, Vladimir, et al. (2020): "Dense Passage Retrieval for Open-Domain Question Answering." +(https://arxiv.org/abs/2004.04906). + + +#### \_\_init\_\_ + +```python + | __init__(document_store: BaseDocumentStore, query_embedding_model: Union[Path, str] = "facebook/dpr-question_encoder-single-nq-base", passage_embedding_model: Union[Path, str] = "facebook/dpr-ctx_encoder-single-nq-base", max_seq_len_query: int = 64, max_seq_len_passage: int = 256, use_gpu: bool = True, batch_size: int = 16, embed_title: bool = True, use_fast_tokenizers: bool = True, similarity_function: str = "dot_product") +``` + +Init the Retriever incl. the two encoder models from a local or remote model checkpoint. +The checkpoint format matches huggingface transformers' model format + +**Example:** + +```python +| # remote model from FAIR +| DensePassageRetriever(document_store=your_doc_store, +| query_embedding_model="facebook/dpr-question_encoder-single-nq-base", +| passage_embedding_model="facebook/dpr-ctx_encoder-single-nq-base") +| # or from local path +| DensePassageRetriever(document_store=your_doc_store, +| query_embedding_model="model_directory/question-encoder", +| passage_embedding_model="model_directory/context-encoder") +``` + +**Arguments**: + +- `document_store`: An instance of DocumentStore from which to retrieve documents. +- `query_embedding_model`: Local path or remote name of question encoder checkpoint. The format equals the +one used by hugging-face transformers' modelhub models +Currently available remote names: ``"facebook/dpr-question_encoder-single-nq-base"`` +- `passage_embedding_model`: Local path or remote name of passage encoder checkpoint. The format equals the +one used by hugging-face transformers' modelhub models +Currently available remote names: ``"facebook/dpr-ctx_encoder-single-nq-base"`` +- `max_seq_len_query`: Longest length of each query sequence. Maximum number of tokens for the query text. Longer ones will be cut down." +- `max_seq_len_passage`: Longest length of each passage/context sequence. Maximum number of tokens for the passage text. Longer ones will be cut down." +- `use_gpu`: Whether to use gpu or not +- `batch_size`: Number of questions or passages to encode at once +- `embed_title`: Whether to concatenate title and passage to a text pair that is then used to create the embedding. +This is the approach used in the original paper and is likely to improve performance if your +titles contain meaningful information for retrieval (topic, entities etc.) . +The title is expected to be present in doc.meta["name"] and can be supplied in the documents +before writing them to the DocumentStore like this: +{"text": "my text", "meta": {"name": "my title"}}. + + +#### retrieve + +```python + | retrieve(query: str, filters: dict = None, top_k: int = 10, index: str = None) -> List[Document] +``` + +Scan through documents in DocumentStore and return a small number documents +that are most relevant to the query. + +**Arguments**: + +- `query`: The query +- `filters`: A dictionary where the keys specify a metadata field and the value is a list of accepted values for that field +- `top_k`: How many documents to return per query. +- `index`: The name of the index in the DocumentStore from which to retrieve documents + + +#### embed\_queries + +```python + | embed_queries(texts: List[str]) -> List[np.array] +``` + +Create embeddings for a list of queries using the query encoder + +**Arguments**: + +- `texts`: Queries to embed + +**Returns**: + +Embeddings, one per input queries + + +#### embed\_passages + +```python + | embed_passages(docs: List[Document]) -> List[np.array] +``` + +Create embeddings for a list of passages using the passage encoder + +**Arguments**: + +- `docs`: List of Document objects used to represent documents / passages in a standardized way within Haystack. + +**Returns**: + +Embeddings of documents / passages shape (batch_size, embedding_dim) + + +#### train + +```python + | train(data_dir: str, train_filename: str, dev_filename: str = None, test_filename: str = None, batch_size: int = 2, embed_title: bool = True, num_hard_negatives: int = 1, num_positives: int = 1, n_epochs: int = 3, evaluate_every: int = 1000, n_gpu: int = 1, learning_rate: float = 1e-5, epsilon: float = 1e-08, weight_decay: float = 0.0, num_warmup_steps: int = 100, grad_acc_steps: int = 1, optimizer_name: str = "TransformersAdamW", optimizer_correct_bias: bool = True, save_dir: str = "../saved_models/dpr", query_encoder_save_dir: str = "query_encoder", passage_encoder_save_dir: str = "passage_encoder") +``` + +train a DensePassageRetrieval model + +**Arguments**: + +- `data_dir`: Directory where training file, dev file and test file are present +- `train_filename`: training filename +- `dev_filename`: development set filename, file to be used by model in eval step of training +- `test_filename`: test set filename, file to be used by model in test step after training +- `batch_size`: total number of samples in 1 batch of data +- `embed_title`: whether to concatenate passage title with each passage. The default setting in official DPR embeds passage title with the corresponding passage +- `num_hard_negatives`: number of hard negative passages(passages which are very similar(high score by BM25) to query but do not contain the answer +- `num_positives`: number of positive passages +- `n_epochs`: number of epochs to train the model on +- `evaluate_every`: number of training steps after evaluation is run +- `n_gpu`: number of gpus to train on +- `learning_rate`: learning rate of optimizer +- `epsilon`: epsilon parameter of optimizer +- `weight_decay`: weight decay parameter of optimizer +- `grad_acc_steps`: number of steps to accumulate gradient over before back-propagation is done +- `optimizer_name`: what optimizer to use (default: TransformersAdamW) +- `num_warmup_steps`: number of warmup steps +- `optimizer_correct_bias`: Whether to correct bias in optimizer +- `save_dir`: directory where models are saved +- `query_encoder_save_dir`: directory inside save_dir where query_encoder model files are saved +- `passage_encoder_save_dir`: directory inside save_dir where passage_encoder model files are saved + + +#### save + +```python + | save(save_dir: Union[Path, str], query_encoder_dir: str = "query_encoder", passage_encoder_dir: str = "passage_encoder") +``` + +Save DensePassageRetriever to the specified directory. + +**Arguments**: + +- `save_dir`: Directory to save to. +- `query_encoder_dir`: Directory in save_dir that contains query encoder model. +- `passage_encoder_dir`: Directory in save_dir that contains passage encoder model. + +**Returns**: + +None + + +#### load + +```python + | @classmethod + | load(cls, load_dir: Union[Path, str], document_store: BaseDocumentStore, max_seq_len_query: int = 64, max_seq_len_passage: int = 256, use_gpu: bool = True, batch_size: int = 16, embed_title: bool = True, use_fast_tokenizers: bool = True, similarity_function: str = "dot_product", query_encoder_dir: str = "query_encoder", passage_encoder_dir: str = "passage_encoder") +``` + +Load DensePassageRetriever from the specified directory. + + +## EmbeddingRetriever Objects + +```python +class EmbeddingRetriever(BaseRetriever) +``` + + +#### \_\_init\_\_ + +```python + | __init__(document_store: BaseDocumentStore, embedding_model: str, use_gpu: bool = True, model_format: str = "farm", pooling_strategy: str = "reduce_mean", emb_extraction_layer: int = -1) +``` + +**Arguments**: + +- `document_store`: An instance of DocumentStore from which to retrieve documents. +- `embedding_model`: Local path or name of model in Hugging Face's model hub such as ``'deepset/sentence_bert'`` +- `use_gpu`: Whether to use gpu or not +- `model_format`: Name of framework that was used for saving the model. Options: + +- ``'farm'`` +- ``'transformers'`` +- ``'sentence_transformers'`` +- `pooling_strategy`: Strategy for combining the embeddings from the model (for farm / transformers models only). +Options: + +- ``'cls_token'`` (sentence vector) +- ``'reduce_mean'`` (sentence vector) +- ``'reduce_max'`` (sentence vector) +- ``'per_token'`` (individual token vectors) +- `emb_extraction_layer`: Number of layer from which the embeddings shall be extracted (for farm / transformers models only). +Default: -1 (very last layer). + + +#### retrieve + +```python + | retrieve(query: str, filters: dict = None, top_k: int = 10, index: str = None) -> List[Document] +``` + +Scan through documents in DocumentStore and return a small number documents +that are most relevant to the query. + +**Arguments**: + +- `query`: The query +- `filters`: A dictionary where the keys specify a metadata field and the value is a list of accepted values for that field +- `top_k`: How many documents to return per query. +- `index`: The name of the index in the DocumentStore from which to retrieve documents + + +#### embed + +```python + | embed(texts: Union[List[str], str]) -> List[np.array] +``` + +Create embeddings for each text in a list of texts using the retrievers model (`self.embedding_model`) + +**Arguments**: + +- `texts`: Texts to embed + +**Returns**: + +List of embeddings (one per input text). Each embedding is a list of floats. + + +#### embed\_queries + +```python + | embed_queries(texts: List[str]) -> List[np.array] +``` + +Create embeddings for a list of queries. For this Retriever type: The same as calling .embed() + +**Arguments**: + +- `texts`: Queries to embed + +**Returns**: + +Embeddings, one per input queries + + +#### embed\_passages + +```python + | embed_passages(docs: List[Document]) -> List[np.array] +``` + +Create embeddings for a list of passages. For this Retriever type: The same as calling .embed() + +**Arguments**: + +- `docs`: List of documents to embed + +**Returns**: + +Embeddings, one per input passage + diff --git a/docs/v0.7.0/_src/api/conf.py b/docs/v0.7.0/_src/api/conf.py new file mode 100644 index 0000000000..5ea2fa104c --- /dev/null +++ b/docs/v0.7.0/_src/api/conf.py @@ -0,0 +1,51 @@ +# Configuration file for the Sphinx documentation builder. +# +# This file only contains a selection of the most common options. For a full +# list see the documentation: +# https://www.sphinx-doc.org/en/master/usage/configuration.html + +# -- Path setup -------------------------------------------------------------- + +# If extensions (or modules to document with autodoc) are in another directory, +# add these directories to sys.path here. If the directory is relative to the +# documentation root, use os.path.abspath to make it absolute, like shown here. +# +import sphinx_rtd_theme +import os +import sys +sys.path.append('/Users/deepset/deepset/haystack') + + +# -- Project information ----------------------------------------------------- + +project = 'Haystack' +copyright = '2020, deepset' +author = 'deepset' + + +# -- General configuration --------------------------------------------------- + +# Add any Sphinx extension module names here, as strings. 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Make sure you have Sphinx + echo.installed, then set the SPHINXBUILD environment variable to point + echo.to the full path of the 'sphinx-build' executable. Alternatively you + echo.may add the Sphinx directory to PATH. + echo. + echo.If you don't have Sphinx installed, grab it from + echo.http://sphinx-doc.org/ + exit /b 1 +) + +%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% +goto end + +:help +%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% + +:end +popd diff --git a/docs/v0.7.0/_src/benchmarks/farm_per_component.html b/docs/v0.7.0/_src/benchmarks/farm_per_component.html new file mode 100644 index 0000000000..6a9d3d5cea --- /dev/null +++ b/docs/v0.7.0/_src/benchmarks/farm_per_component.html @@ -0,0 +1,48 @@ + + + + + + + +

+ + + diff --git a/docs/v0.7.0/_src/benchmarks/reader_performance.json b/docs/v0.7.0/_src/benchmarks/reader_performance.json new file mode 100644 index 0000000000..24209b35be --- /dev/null +++ b/docs/v0.7.0/_src/benchmarks/reader_performance.json @@ -0,0 +1,44 @@ +{ + "chart_type": "BarChart", + "title": "Reader Performance", + "subtitle": "Time and Accuracy Benchmarks", + "description": "Performance benchmarks of different Readers that can be used off-the-shelf in Haystack. Some models are geared towards speed, while others are more performance-focused. Accuracy is measured as F1 score and speed as passages/sec (with passages of 384 tokens). Each Reader is benchmarked using the SQuAD v2.0 development set, which contains 11866 question answer pairs. When tokenized using the BERT tokenizer and split using a sliding window approach, these become 12350 passages that are passed into the model. We set max_seq_len=384 and doc_stride=128. These benchmarking tests are run using an AWS p3.2xlarge instance with a Nvidia V100 GPU with this script. Please note that we are using the FARMReader class rather than the TransformersReader class. Also, the F1 measure that is reported here is in fact calculated on token level, rather than word level as is done in the official SQuAD script.", + "bars": "horizontal", + "columns": [ + "Model", + "F1", + "Speed (passages/sec)" + ], + "data": [ + { + "F1": 82.62983412843887, + "Speed": 98.86638639776464, + "Model": "RoBERTa" + }, + { + "F1": 78.90026641413856, + "Speed": 181.96379531485616, + "Model": "MiniLM" + }, + { + "F1": 74.32668866064459, + "Speed": 106.04748306200683, + "Model": "BERT base" + }, + { + "F1": 83.29492827667042, + "Speed": 40.408497243719076, + "Model": "BERT large" + }, + { + "F1": 84.62174414643722, + "Speed": 40.483264542292716, + "Model": "XLM-RoBERTa" + }, + { + "F1": 42.342513261953935, + "Speed": 160.41712955027901, + "Model": "DistilBERT" + } + ] +} \ No newline at end of file diff --git a/docs/v0.7.0/_src/benchmarks/retriever_map.json b/docs/v0.7.0/_src/benchmarks/retriever_map.json new file mode 100644 index 0000000000..8584e70651 --- /dev/null +++ b/docs/v0.7.0/_src/benchmarks/retriever_map.json @@ -0,0 +1,101 @@ +{ + "chart_type": "LineChart", + "title": "Retriever Accuracy", + "subtitle": "mAP at different number of docs", + "description": "Here you can see how the mean avg. precision (mAP) of the retriever decays as the number of documents increases. The set up is the same as the above querying benchmark except that a varying number of negative documents are used to fill the document store.", + "columns": [ + "n_docs", + "BM25 / ElasticSearch", + "DPR / ElasticSearch", + "DPR / FAISS (flat)", + "DPR / FAISS (HSNW)" + ], + "axis": [ + { + "x": "Number of docs", + "y": "mAP" + } + ], + "data": [ + { + "model": "DPR / ElasticSearch", + "n_docs": 1000, + "map": 0.929 + }, + { + "model": "DPR / ElasticSearch", + "n_docs": 10000, + "map": 0.881 + }, + { + "model": "DPR / ElasticSearch", + "n_docs": 100000, + "map": 0.821 + }, + { + "model": "DPR / ElasticSearch", + "n_docs": 500000, + "map": 0.730 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 1000, + "map": 0.929 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 10000, + "map": 0.898 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 100000, + "map": 0.863 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 500000, + "map": 0.805 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 1000, + "map": 0.748 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 10000, + "map": 0.6609999999999999 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 100000, + "map": 0.56 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 500000, + "map": 0.452 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 1000, + "map": 0.929 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 10000, + "map": 0.896 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 100000, + "map": 0.849 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 500000, + "map": 0.766 + } + ] +} \ No newline at end of file diff --git a/docs/v0.7.0/_src/benchmarks/retriever_performance.json b/docs/v0.7.0/_src/benchmarks/retriever_performance.json new file mode 100644 index 0000000000..f4985dadef --- /dev/null +++ b/docs/v0.7.0/_src/benchmarks/retriever_performance.json @@ -0,0 +1,53 @@ +{ + "chart_type": "BarChart", + "title": "Retriever Performance", + "subtitle": "Time and Accuracy Benchmarks", + "description": "Comparison of the speed and accuracy of different DocumentStore / Retriever combinations on 100k documents. Indexing speed (in docs/sec) refers to how quickly Documents can be inserted into a DocumentStore. Querying speed (in queries/sec) refers to the speed at which the system returns relevant Documents when presented with a query.\n\nThe dataset used is Wikipedia, split into 100 word passages (from here)). \n\nFor querying, we use the Natural Questions development set in combination with the wiki passages. The Document Store is populated with the 100 word passages in which the answer spans occur (i.e. gold passages) as well as a random selection of 100 word passages in which the answer spans do not occur (i.e. negative passages). We take a total of 100k gold and negative passages. Query and document embedding are generated by the \"facebook/dpr-question_encoder-single-nq-base\" and \"facebook/dpr-ctx_encoder-single-nq-base\" models. The retriever returns 10 candidates and both the recall and mAP scores are calculated on these 10.\n\nFor FAISS HNSW, we use n_links=128, efSearch=20 and efConstruction=80. Both index and query benchmarks are performed on an AWS P3.2xlarge instance which is accelerated by an Nvidia V100 GPU.", + "bars": "horizontal", + "columns": [ + "Model", + "mAP", + "Index Speed (docs/sec)", + "Query Speed (queries/sec)" + ], + "series": { + "s0": "map", + "s1": "time", + "s2": "time" + }, + "axes": { + "label": "map", + "time_side": "top", + "time_label": "seconds" + }, + "data": [ + { + "model": "DPR / ElasticSearch", + "n_docs": 100000, + "index_speed": 73.93635160290218, + "query_speed": 6.23, + "map": 82 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 100000, + "index_speed": 104.77116699738369, + "query_speed": 4.89, + "map": 86.3 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 100000, + "index_speed": 484.32931514144724, + "query_speed": 162.59, + "map": 56 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 100000, + "index_speed": 91.41086878008392, + "query_speed": 12.85, + "map": 84.9 + } + ] +} \ No newline at end of file diff --git a/docs/v0.7.0/_src/benchmarks/retriever_speed.json b/docs/v0.7.0/_src/benchmarks/retriever_speed.json new file mode 100644 index 0000000000..8c68cea847 --- /dev/null +++ b/docs/v0.7.0/_src/benchmarks/retriever_speed.json @@ -0,0 +1,101 @@ +{ + "chart_type": "LineChart", + "title": "Retriever Speed", + "subtitle": "Query Speed at different number of docs", + "description": "Here you can see how the query speed of different Retriever / DocumentStore combinations scale as the number of documents increases. The set up is the same as the above querying benchmark except that a varying number of negative documents are used to fill the document store.", + "columns": [ + "n_docs", + "BM25 / ElasticSearch", + "DPR / ElasticSearch", + "DPR / FAISS (flat)", + "DPR / FAISS (HSNW)" + ], + "axis": [ + { + "x": "Number of docs", + "y": "Queries/sec" + } + ], + "data": [ + { + "model": "DPR / ElasticSearch", + "n_docs": 1000, + "query_speed": 40.802 + }, + { + "model": "DPR / ElasticSearch", + "n_docs": 10000, + "query_speed": 24.8 + }, + { + "model": "DPR / ElasticSearch", + "n_docs": 100000, + "query_speed": 6.23 + }, + { + "model": "DPR / ElasticSearch", + "n_docs": 500000, + "query_speed": 1.45 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 1000, + "query_speed": 40.048 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 10000, + "query_speed": 22.47 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 100000, + "query_speed": 4.90 + }, + { + "model": "DPR / FAISS (flat)", + "n_docs": 500000, + "query_speed": 1.08 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 1000, + "query_speed": 232.97799999999998 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 10000, + "query_speed": 248.97 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 100000, + "query_speed": 162.59 + }, + { + "model": "BM25 / ElasticSearch", + "n_docs": 500000, + "query_speed": 91.39 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 1000, + "query_speed": 37.884 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 10000, + "query_speed": 31.34 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 100000, + "query_speed": 12.85 + }, + { + "model": "DPR / FAISS (HSNW)", + "n_docs": 500000, + "query_speed": 3.32 + } + ] +} \ No newline at end of file diff --git a/docs/v0.7.0/_src/conf.py b/docs/v0.7.0/_src/conf.py new file mode 100644 index 0000000000..79e93ba6fe --- /dev/null +++ b/docs/v0.7.0/_src/conf.py @@ -0,0 +1,91 @@ +# add these directories to sys.path here. If the directory is relative to the +# documentation root, use os.path.abspath to make it absolute, like shown here. +# +# import os +# import sys +# sys.path.insert(0, os.path.abspath('.')) + + +# -- Project information ----------------------------------------------------- + +project = 'Haystack' +copyright = '2020, deepset' +author = 'deepset' + +# The full version, including alpha/beta/rc tags + + + +# -- General configuration --------------------------------------------------- + +# Add any Sphinx extension module names here, as strings. They can be +# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom +# ones. +extensions = ['sphinx.ext.autodoc', + 'IPython.sphinxext.ipython_console_highlighting', + 'sphinx_rtd_theme', + 'sphinx_tabs.tabs', + 'sphinx_copybutton', + 'nbsphinx', + 'sphinx.ext.autosectionlabel', + 'sphinx_markdown_builder', + 'recommonmark'] + +# Add any paths that contain templates here, relative to this directory. +templates_path = ['../templates'] + +# List of patterns, relative to source directory, that match files and +# directories to ignore when looking for source files. +# This pattern also affects html_static_path and html_extra_path. +exclude_patterns = ['build/*'] + + +# -- Options for HTML output ------------------------------------------------- + +# The theme to use for HTML and HTML Help pages. See the documentation for +# a list of builtin themes. +# +html_theme = 'sphinx_rtd_theme' + +# This fixes weird spacing between bullet points in lists +html4_writer = True + +# Add any paths that contain custom static files (such as style sheets) here, +# relative to this directory. They are copied after the builtin static files, +# so a file named "default.css" will overwrite the builtin "default.css". +html_static_path = ['../static'] + +# -- Added configuration ----------------------------------------------------- + +# Define master file which is by default contents.rst +master_doc = "index" + +# Logo for the title +html_logo="img/logo.png" + +# Custom css +#html_context = {"css_files":["_static/custom.css"]} + +# Additional layouts +html_additional_pages = {"index": "pages/index.html"} + +#The file extensions of source files. +source_suffix = { + '.rst': 'restructuredtext', + '.txt': 'restructuredtext', + '.md': 'markdown', +} + +# -- Add autodocs for __init__() methods ------------------------------------- + +def skip(app, what, name, obj, would_skip, options): + if name == "__init__": + return False + return would_skip + + +def setup(app): + # Custom css + app.add_stylesheet("rtd_theme.css") + app.connect("autodoc-skip-member", skip) + diff --git 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