Initial commit for textract

This commit is contained in:
Mitchell Hynes 2022-02-17 15:30:48 -03:30
parent 871591f7f1
commit 3a249771fb
10 changed files with 204 additions and 0 deletions

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@ -149,6 +149,7 @@ XRaySegment = lazy_load(".xray", "XRaySegment")
mock_xray = lazy_load(".xray", "mock_xray")
mock_xray_client = lazy_load(".xray", "mock_xray_client")
mock_wafv2 = lazy_load(".wafv2", "mock_wafv2")
mock_textract = lazy_load(".textract", "mock_textract")
class MockAll(ContextDecorator):

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@ -148,6 +148,7 @@ backend_url_patterns = [
re.compile("https?://ingest\\.timestream\\.(.+)\\.amazonaws\\.com/"),
),
("transcribe", re.compile("https?://transcribe\\.(.+)\\.amazonaws\\.com")),
("textract", re.compile("https?://textract\\.(.+)\\.amazonaws\\.com")),
("wafv2", re.compile("https?://wafv2\\.(.+)\\.amazonaws.com")),
("xray", re.compile("https?://xray\\.(.+)\\.amazonaws.com")),
]

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@ -0,0 +1,5 @@
"""textract module initialization; sets value for base decorator."""
from .models import textract_backends
from ..core.models import base_decorator
mock_textract = base_decorator(textract_backends)

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@ -0,0 +1,30 @@
"""Exceptions raised by the textract service."""
from moto.core.exceptions import JsonRESTError
class InvalidJobIdException(JsonRESTError):
code = 400
def __init__(self):
super().__init__(
__class__.__name__,
"An invalid job identifier was passed.",
)
class InvalidS3ObjectException(JsonRESTError):
code = 400
def __init__(self):
super().__init__(
__class__.__name__,
"Amazon Textract is unable to access the S3 object that's specified in the request.",
)
class InvalidParameterException(JsonRESTError):
code = 400
def __init__(self):
super().__init__(
__class__.__name__,
"An input parameter violated a constraint. For example, in synchronous operations, an InvalidParameterException exception occurs when neither of the S3Object or Bytes values are supplied in the Document request parameter. Validate your parameter before calling the API operation again.",
)

66
moto/textract/models.py Normal file
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@ -0,0 +1,66 @@
"""TextractBackend class with methods for supported APIs."""
import uuid
from random import randint
from collections import defaultdict
from moto.core import BaseBackend, BaseModel
from moto.core.utils import BackendDict
from .exceptions import InvalidParameterException, InvalidJobIdException
class TextractJobStatus:
in_progress = "IN_PROGRESS"
succeeded = "SUCCEEDED"
failed = "FAILED"
partial_success = "PARTIAL_SUCCESS"
class TextractJob(BaseModel):
def __init__(self, job):
self.job = job
class TextractBackend(BaseBackend):
"""Implementation of Textract APIs."""
JOB_STATUS = TextractJobStatus.succeeded
PAGES = {"Pages": randint(5, 500)}
BLOCKS = []
def __init__(self, region_name=None):
self.region_name = region_name
self.async_text_detection_jobs = defaultdict()
def reset(self):
"""Re-initialize all attributes for this instance."""
region_name = self.region_name
self.async_text_detection_jobs = defaultdict()
self.__dict__ = {}
self.__init__(region_name)
def get_document_text_detection(self, job_id, max_results, next_token):
job = self.async_text_detection_jobs.get(job_id)
if not job:
raise InvalidJobIdException()
return job
def start_document_text_detection(
self,
document_location,
client_request_token,
job_tag,
notification_channel,
output_config,
kms_key_id,
):
if not document_location:
raise InvalidParameterException()
job_id = uuid.uuid4()
self.async_text_detection_jobs[job_id] = TextractJob({
"Blocks": TextractBackend.BLOCKS,
"DetectDocumentTextModelVersion": "1.0",
"DocumentMetadata": {"Pages": TextractBackend.PAGES},
"JobStatus": TextractBackend.JOB_STATUS,
})
return job_id
textract_backends = BackendDict(TextractBackend, "textract")

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@ -0,0 +1,45 @@
"""Handles incoming textract requests, invokes methods, returns responses."""
import json
from moto.core.responses import BaseResponse
from .models import textract_backends
class TextractResponse(BaseResponse):
"""Handler for Textract requests and responses."""
@property
def textract_backend(self):
"""Return backend instance specific for this region."""
return textract_backends[self.region]
def get_document_text_detection(self):
params = self._get_params()
job_id = params.get("JobId")
max_results = params.get("MaxResults")
next_token = params.get("NextToken")
job = self.textract_backend.get_document_text_detection(
job_id=job_id,
max_results=max_results,
next_token=next_token,
)
return json.dumps(job)
def start_document_text_detection(self):
params = self._get_params()
document_location = params.get("DocumentLocation")
client_request_token = params.get("ClientRequestToken")
job_tag = params.get("JobTag")
notification_channel = params.get("NotificationChannel")
output_config = params.get("OutputConfig")
kms_key_id = params.get("KMSKeyId")
job_id = self.textract_backend.start_document_text_detection(
document_location=document_location,
client_request_token=client_request_token,
job_tag=job_tag,
notification_channel=notification_channel,
output_config=output_config,
kms_key_id=kms_key_id,
)
return json.dumps(dict(JobId=job_id))

12
moto/textract/urls.py Normal file
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@ -0,0 +1,12 @@
"""textract base URL and path."""
from .responses import TextractResponse
url_bases = [
r"https?://textract\.(.+)\.amazonaws\.com",
]
url_paths = {
"{0}/$": TextractResponse.dispatch,
}

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@ -0,0 +1,13 @@
"""Test different server responses."""
import sure # noqa # pylint: disable=unused-import
import moto.server as server
def test_textract_list():
backend = server.create_backend_app("textract")
test_client = backend.test_client()
resp = test_client.get("/")
resp.status_code.should.equal(200)
str(resp.data).should.contain("?")

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@ -0,0 +1,31 @@
"""Unit tests for textract-supported APIs."""
import boto3
from moto import mock_textract
# See our Development Tips on writing tests for hints on how to write good tests:
# http://docs.getmoto.org/en/latest/docs/contributing/development_tips/tests.html
# @mock_textract
# def test_get_document_text_detection():
# client = boto3.client("textract", region_name="us-east-1")
# resp = client.get_document_text_detection()
# raise Exception("NotYetImplemented")
@mock_textract
def test_start_document_text_detection():
client = boto3.client("textract", region_name="us-east-2")
resp = client.start_document_text_detection(
DocumentLocation={
'S3Object': {
'Bucket': 'bucket',
'Name': 'name',
}
},
)
raise Exception("NotYetImplemented")