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Aryn connectors for reading and writing docsets (#1147)
* Add Aryn reader and writer * Add new reader and writer for Aryn * Remove old tests * Address reviewer comments * Fix mypy * Fix lint
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import json | ||
from dataclasses import dataclass | ||
from typing import Any | ||
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import requests | ||
from requests import Response | ||
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from sycamore.connectors.base_reader import BaseDBReader | ||
from sycamore.data import Document | ||
from sycamore.data.element import create_element | ||
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@dataclass | ||
class ArynClientParams(BaseDBReader.ClientParams): | ||
def __init__(self, aryn_url: str, api_key: str, **kwargs): | ||
self.aryn_url = aryn_url | ||
assert self.aryn_url is not None, "Aryn URL is required" | ||
self.api_key = api_key | ||
assert self.api_key is not None, "API key is required" | ||
self.kwargs = kwargs | ||
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@dataclass | ||
class ArynQueryParams(BaseDBReader.QueryParams): | ||
def __init__(self, docset_id: str): | ||
self.docset_id = docset_id | ||
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class ArynQueryResponse(BaseDBReader.QueryResponse): | ||
def __init__(self, docs: list[dict[str, Any]]): | ||
self.docs = docs | ||
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def to_docs(self, query_params: "BaseDBReader.QueryParams") -> list[Document]: | ||
docs = [] | ||
for doc in self.docs: | ||
elements = doc.get("elements", []) | ||
_doc = Document(**doc) | ||
_doc.data["elements"] = [create_element(**element) for element in elements] | ||
docs.append(_doc) | ||
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return docs | ||
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class ArynClient(BaseDBReader.Client): | ||
def __init__(self, client_params: ArynClientParams, **kwargs): | ||
self.aryn_url = client_params.aryn_url | ||
self.api_key = client_params.api_key | ||
self.kwargs = kwargs | ||
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def read_records(self, query_params: "BaseDBReader.QueryParams") -> "ArynQueryResponse": | ||
assert isinstance(query_params, ArynQueryParams) | ||
headers = {"Authorization": f"Bearer {self.api_key}"} | ||
response: Response = requests.post( | ||
f"{self.aryn_url}/docsets/{query_params.docset_id}/read", stream=True, headers=headers | ||
) | ||
assert response.status_code == 200 | ||
docs = [] | ||
print(f"Reading from docset: {query_params.docset_id}") | ||
for chunk in response.iter_lines(): | ||
# print(f"\n{chunk}\n") | ||
doc = json.loads(chunk) | ||
docs.append(doc) | ||
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return ArynQueryResponse(docs) | ||
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def check_target_presence(self, query_params: "BaseDBReader.QueryParams") -> bool: | ||
return True | ||
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@classmethod | ||
def from_client_params(cls, params: "BaseDBReader.ClientParams") -> "ArynClient": | ||
assert isinstance(params, ArynClientParams) | ||
return cls(params) | ||
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class ArynReader(BaseDBReader): | ||
Client = ArynClient | ||
Record = ArynQueryResponse | ||
ClientParams = ArynClientParams | ||
QueryParams = ArynQueryParams |
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from dataclasses import dataclass | ||
from typing import Optional, Mapping | ||
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import requests | ||
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from sycamore.connectors.base_writer import BaseDBWriter | ||
from sycamore.data import Document | ||
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@dataclass | ||
class ArynWriterClientParams(BaseDBWriter.ClientParams): | ||
def __init__(self, aryn_url: str, api_key: str, **kwargs): | ||
self.aryn_url = aryn_url | ||
assert self.aryn_url is not None, "Aryn URL is required" | ||
self.api_key = api_key | ||
assert self.api_key is not None, "API key is required" | ||
self.kwargs = kwargs | ||
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@dataclass | ||
class ArynWriterTargetParams(BaseDBWriter.TargetParams): | ||
def __init__(self, docset_id: Optional[str] = None): | ||
self.docset_id = docset_id | ||
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def compatible_with(self, other: "BaseDBWriter.TargetParams") -> bool: | ||
return True | ||
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class ArynWriterRecord(BaseDBWriter.Record): | ||
def __init__(self, doc: Document): | ||
self.doc = doc | ||
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@classmethod | ||
def from_doc(cls, document: Document, target_params: "BaseDBWriter.TargetParams") -> "ArynWriterRecord": | ||
return cls(document) | ||
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class ArynWriterClient(BaseDBWriter.Client): | ||
def __init__(self, client_params: ArynWriterClientParams, **kwargs): | ||
self.aryn_url = client_params.aryn_url | ||
self.api_key = client_params.api_key | ||
self.kwargs = kwargs | ||
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@classmethod | ||
def from_client_params(cls, params: "BaseDBWriter.ClientParams") -> "BaseDBWriter.Client": | ||
assert isinstance(params, ArynWriterClientParams) | ||
return cls(params) | ||
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def write_many_records(self, records: list["BaseDBWriter.Record"], target_params: "BaseDBWriter.TargetParams"): | ||
assert isinstance(target_params, ArynWriterTargetParams) | ||
docset_id = target_params.docset_id | ||
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headers = {"Authorization": f"Bearer {self.api_key}"} | ||
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for record in records: | ||
assert isinstance(record, ArynWriterRecord) | ||
doc = record.doc | ||
files: Mapping = {"doc": doc.serialize()} | ||
requests.post( | ||
url=f"{self.aryn_url}/docsets/write", params={"docset_id": docset_id}, files=files, headers=headers | ||
) | ||
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def create_target_idempotent(self, target_params: "BaseDBWriter.TargetParams"): | ||
pass | ||
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def get_existing_target_params(self, target_params: "BaseDBWriter.TargetParams"): | ||
pass | ||
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class ArynWriter(BaseDBWriter): | ||
Client = ArynWriterClient | ||
Record = ArynWriterRecord | ||
ClientParams = ArynWriterClientParams | ||
TargetParams = ArynWriterTargetParams |
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