def run(self):
if (not self.document.pages):
return
FileHelper.writeToFile("{}-response.json".format(self.fileName),
json.dumps(self.response))
print("Total Pages in Document: {}".format(len(self.document.pages)))
p = 1
for page in self.document.pages:
FileHelper.writeToFile(
"{}-page-{}-response.json".format(self.fileName, p),
json.dumps(page.blocks))
self._outputWords(page, p)
self._outputText(page, p)
if (self.forms):
self._outputForm(page, p)
self._outputFormTranslate(page, p)
if (self.tables):
self._outputTable(page, p)
self._outputTablePretty(page, p)
self._outputTablePrettyTranslate(page, p)
p = p + 1
def _outputForm(self, page, p):
csvData = []
for field in page.form.fields:
csvItem = []
if (field.key):
csvItem.append(field.key.text)
csvItem.append(field.key.confidence)
else:
csvItem.append("")
csvItem.append("")
if (field.value):
csvItem.append(field.value.text)
csvItem.append(field.value.confidence)
else:
csvItem.append("")
csvItem.append("")
csvItem.append(field.boundingBox["Top"])
csvItem.append(field.boundingBox["Height"])
csvItem.append(field.boundingBox["Width"])
csvItem.append(field.boundingBox["Left"])
csvData.append(csvItem)
csvFieldNames = [
'Key', 'KeyConfidence', 'Value', 'ValueConfidence', "Top",
"Height", "Width", "Left"
]
FileHelper.writeCSV("{}-page-{}-forms.csv".format(self.fileName, p),
csvFieldNames, csvData)
def _outputText(self, page, p):
text = page.text
FileHelper.writeToFile("{}-page-{}-text.txt".format(self.fileName, p),
text)
textInReadingOrder = page.getTextInReadingOrder()
FileHelper.writeToFile(
"{}-page-{}-text-inreadingorder.txt".format(self.fileName, p),
textInReadingOrder)
def execute(self):
arguments=self.arguments
current_dir_path=os.getcwd()
profile=self.config.get_selected_profile()
def inject_app_id(file_path):
FileHelper.search_replace_file(file_path, 'YOUR-USERAPP-APP-ID', profile['user']['app_id'])
if profile['user']['token'] is None:
if profile['user']['login'] is None:
print("(info) Not authenticated. Please login" + ('' if profile['user']['login'] is None else ' login as user' + profile['user']['login']) + '.')
UserAppLoginCommand([profile['user']['login']]).execute()
profile=self.config.get_selected_profile()
if len(arguments) > 1:
app_name=arguments.pop(0)
target_dir_path=current_dir_path+'/'+app_name
if not os.path.exists(target_dir_path):
os.makedirs(target_dir_path)
frontend=arguments.pop(0)
frontend_zip_url='https://app.userapp.io/partials/docs/quickstart/{name}/frontend/userapp-{name}-demo.zip'
backend_zip_url='https://app.userapp.io/partials/docs/quickstart/{name}/backend/userapp-{name}-backend.zip'
frontend_error = FileHelper.unzip_url(frontend_zip_url.format(name=frontend), target_dir_path + '/public')
if frontend_error == 'invalid_url':
print("(error) Frontend '"+frontend+"' does not exist.")
return
if frontend == 'angularjs':
inject_app_id(target_dir_path + '/public/js/app.js')
if len(arguments) > 0:
backend=arguments.pop(0)
backend_error = FileHelper.unzip_url(backend_zip_url.format(name=backend), target_dir_path)
if backend_error == 'invalid_url':
print("(error) Backend '"+backend+"' does not exist.")
return
if backend == 'nodejs':
inject_app_id(target_dir_path + '/app.js')
ProcessHelper.execute('sudo npm install', cwd=target_dir_path+'/')
ProcessHelper.execute('nodejs app.js', block=False, wait=False, cwd=target_dir_path+'/')
WebBrowserHelper.open_url('http://localhost:3000')
else:
print("(error) Please specify <dir name> <frontend> <backend>. E.g. 'init myapp angularjs nodejs'.")
def _outputTablePretty(self, page, p, table_format='github'):
for table_number, table in enumerate(page.tables):
rows_list = list()
for row in table.rows:
one_row = list()
for cell in row.cells:
one_row = one_row + [cell.text]
rows_list.append(one_row)
pretty_table = tabulate(rows_list, tablefmt=table_format)
FileHelper.writeToFile(
"{}-page-{}-table-{}-tables-pretty.txt".format(
self.fileName, p, table_number), pretty_table)
def _outputWords(self, page, p):
csvData = []
for line in page.lines:
for word in line.words:
csvItem = []
csvItem.append(word.id)
if(word.text):
csvItem.append(word.text)
else:
csvItem.append("")
csvData.append(csvItem)
csvFieldNames = ['Word-Id', 'Word-Text']
FileHelper.writeCSV("{}-page-{}-words.csv".format(self.fileName, p), csvFieldNames, csvData)
def processDocument(self, ips, i, document):
print("\nTextracting Document # {}: {}".format(i, document))
print('=' * (len(document) + 30))
# Get document textracted
dp = DocumentProcessor(ips["bucketName"], document, ips["awsRegion"],
ips["text"], ips["forms"], ips["tables"])
response = dp.run()
print("Recieved Textract response...")
#FileHelper.writeToFile("temp-response.json", json.dumps(response))
#Generate output files
print("Generating output...")
name, ext = FileHelper.getFileNameAndExtension(document)
opg = OutputGenerator(
response, os.path.join(ips["output"], "{}-{}".format(name, ext)),
ips["forms"], ips["tables"])
opg.run()
if (ips["insights"] or ips["medical-insights"] or ips["translate"]):
opg.generateInsights(ips["insights"], ips["medical-insights"],
ips["translate"], ips["awsRegion"])
print("{} textracted successfully.".format(document))
def processRequest(request):
output = ""
print("request: {}".format(request))
bucketName = request["bucketName"]
objectName = request["objectName"]
documentsTable = request["documentsTable"]
outputTable = request["outputTable"]
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
if ext and ext in ["jpg", "jpeg", "png", "pdf"]:
documentId = str(uuid.uuid1())
ds = datastore.DocumentStore(documentsTable, outputTable)
ds.createDocument(documentId, bucketName, objectName)
output = "Saved document {} for {}/{}".format(documentId, bucketName,
objectName)
print(output)
return {"statusCode": 200, "body": json.dumps(output)}
def processRequest(request):
output = ""
print(f"request: {request}")
bucketName = request["bucketName"]
objectName = request["objectName"]
documentsTable = request["documentsTable"]
outputTable = request["outputTable"]
print(f"Input Object: {bucketName}/{objectName}")
ext = FileHelper.getFileExtenstion(objectName.lower())
print(f"Extension: {ext}")
if(ext and ext in ["jpg", "jpeg", "png", "pdf"]):
documentId = str(uuid.uuid1())
ds = datastore.DocumentStore(documentsTable, outputTable)
ds.createDocument(documentId, bucketName, objectName)
output = f"Saved document {documentId} for {bucketName}/{objectName}"
print(output)
return {
'statusCode': 200,
'body': json.dumps(output)
}
def processRequest(request):
output = ""
print("request: {}".format(request))
itemId = request["itemId"]
bucketName = request["bucketName"]
objectName = request["objectName"]
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
if(ext and ext in ["jpg", "jpeg", "png"]):
qUrl = request['syncQueueUrl']
elif (ext in ["mov", "mp4"]):
qUrl = request['asyncQueueUrl']
if(qUrl):
jsonMessage = { 'itemId' : itemId,
'bucketName': bucketName,
'objectName' : objectName }
client = AwsHelper().getClient('sqs')
response = postMessage(client, qUrl, jsonMessage)
output = "Completed routing for itemId: {}, object: {}/{}".format(itemId, bucketName, objectName)
print(output)
return response
def processRequest(request):
output = ""
print("request: {}".format(request))
bucketName = request["bucketName"]
objectName = request["objectName"]
itemsTable = request["itemsTable"]
outputBucket = request["outputBucket"]
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
if (ext and ext in ["jpg", "jpeg", "png", "mov", "mp4"]):
itemId = str(uuid.uuid1())
ds = datastore.ItemStore(itemsTable)
ds.createItem(itemId, bucketName, objectName)
output = "Saved item {} for {}/{}".format(itemId, bucketName,
objectName)
print(output)
return {'statusCode': 200, 'body': json.dumps(output)}
def _outputTable(self, page, p):
csvData = []
for table in page.tables:
csvRow = []
csvRow.append("Table")
csvData.append(csvRow)
for row in table.rows:
csvRow = []
for cell in row.cells:
csvRow.append(cell.text)
csvData.append(csvRow)
csvData.append([])
csvData.append([])
FileHelper.writeCSVRaw("{}-page-{}-tables.csv".format(self.fileName, p), csvData)
def run():
filePath = "temp-response.json"
response = json.loads(FileHelper.readFile(filePath))
doc = Document(response)
#print(doc)
processDocument(doc)
def validateInput(self, args):
event = self.getInputParameters(args)
ips = {}
if (not 'documents' in event):
raise Exception(
"Document or path to a foler or S3 bucket containing documents is required."
)
inputDocument = event['documents']
idl = inputDocument.lower()
bucketName = None
documents = []
awsRegion = 'us-east-1'
if (idl.startswith("s3://")):
o = urlparse(inputDocument)
bucketName = o.netloc
path = o.path[1:]
ar = S3Helper.getS3BucketRegion(bucketName)
if (ar):
awsRegion = ar
if (idl.endswith("/")):
allowedFileTypes = ["jpg", "jpeg", "png", "pdf"]
documents = S3Helper.getFileNames(awsRegion, bucketName,
path, 1,
allowedFileTypes)
else:
documents.append(path)
else:
if (idl.endswith("/")):
allowedFileTypes = ["jpg", "jpeg", "png"]
documents = FileHelper.getFileNames(
inputDocument, allowedFileTypes)
else:
documents.append(inputDocument)
if ('region' in event):
awsRegion = event['region']
ips["bucketName"] = bucketName
ips["documents"] = documents
ips["awsRegion"] = awsRegion
ips["text"] = ('text' in event)
ips["forms"] = ('forms' in event)
ips["tables"] = ('tables' in event)
ips["insights"] = ('insights' in event)
ips["medical-insights"] = ('medical-insights' in event)
if ("translate" in event):
ips["translate"] = event["translate"]
else:
ips["translate"] = ""
return ips
def _getProjectPath(self):
var = input("Enter your Project Path : ")
print()
try:
if FileHelper.isFolder(var):
self._projectPath = var
else:
opt = input("Folder Not Found! Do you want to Try To create? (y/n)")
if opt=="y":
FileHelper.createFolder(var)
self._projectPath = var
print("Folder Created!")
else:
raise Exception()
except:
print("\t\tInvalid Path")
print()
self._getProjectPath()
def run():
filePath = "temp-response.json"
response = json.loads(FileHelper.readFile(filePath))
doc = Document(response)
#print(doc)
#traverseDocument(doc)
generateOutput(filePath, response)
def _outputForm(self, page, p):
csvData = []
for field in page.form.fields:
csvItem = []
if(field.key):
csvItem.append(field.key.text)
csvItem.append(field.key.confidence)
else:
csvItem.append("")
csvItem.append("")
if(field.value):
csvItem.append(field.value.text)
csvItem.append(field.value.confidence)
else:
csvItem.append("")
csvItem.append("")
csvData.append(csvItem)
csvFieldNames = ['Key', 'KeyConfidence', 'Value', 'ValueConfidence']
FileHelper.writeCSV("{}-forms.csv".format(self.fileName), csvFieldNames, csvData)
def processRequest(request):
output = ""
logger.debug("request: {}".format(request))
up = urlparse(request["s3uri"], allow_fragments=False)
accountid = request["accountId"]
jobid = request["jobId"]
bucketName = up.netloc
objectkey = up.path.lstrip('/')
# choose the base path for iterating within the translated files for the specific job
basePrefixPath = objectkey + accountid + "-TranslateText-" + jobid + "/"
languageCode = request["langCode"]
logger.debug("Base Prefix Path:{}".format(basePrefixPath))
# Filter only the translated XML files for processing
objs = S3Helper().getFilteredFileNames(bucketName, basePrefixPath, "xml")
for obj in objs:
try:
content = S3Helper().readFromS3(bucketName, obj)
logger.debug(content)
#Convert the XML file to Dictionary object
data_dict = xmltodict.parse(content)
#Generate the Json content from the dictionary
data_dict = data_dict["all"]
flatten_dict = {
k: (data_dict[k]["item"] if
(isinstance(v, dict) and len(v.keys()) == 1
and "item" in v.keys()) else v)
for (k, v) in data_dict.items()
}
json_data = json.dumps(flatten_dict,
ensure_ascii=False).encode('utf-8')
logger.debug(json_data)
newObjectKey = "output/{}.json".format(FileHelper.getFileName(obj))
#Write the JSON object to the S3 output folder within the bucket
S3Helper().writeToS3(json_data, bucketName, newObjectKey)
output = "Output Object: {}/{}".format(bucketName, newObjectKey)
logger.debug(output)
except ValueError:
logger.error("Error occured loading the json file:{}".format(obj))
except ClientError as e:
logger.error("An error occured with S3 bucket operations: %s" % e)
except:
e = sys.exc_info()[0]
logger.error("Error occured processing the xmlfile: %s" % e)
objs = S3Helper().getFilteredFileNames(bucketName, "xmlin/", "xml")
if (request["delete_xmls"] and request["delete_xmls"] == "true"):
for obj in objs:
try:
logger.debug("Deleting temp xml files {}".format(obj))
S3Helper().deleteObject(bucketName, obj)
except ClientError as e:
logger.error("An error occured with S3 bucket operations: %s" %
e)
except:
e = sys.exc_info()[0]
logger.error("Error occured processing the xmlfile: %s" % e)
def _outputTablePrettyTranslate(self, page, p, table_format='github'):
tt = None
tt = TextTranslater('auto', 'en', 'us-east-1')
for table_number, table in enumerate(page.tables):
rows_list = list()
for row in table.rows:
one_row = list()
for cell in row.cells:
if cell.text != "":
one_row = one_row + [tt.getTranslation(cell.text)]
else:
one_row = one_row + [cell.text]
rows_list.append(one_row)
pretty_table = tabulate(rows_list, tablefmt=table_format)
FileHelper.writeToFile(
"{}-page-{}-table-{}-tables-pretty-translated.txt".format(
self.fileName, p, table_number), pretty_table)
def lambda_handler(event, context):
print("Comprehend Event: {}".format(event))
bucketName = event['Records'][0]['s3']['bucket']['name']
objectName = urllib.parse.unquote_plus(
event['Records'][0]['s3']['object']['key'])
callerId = context.invoked_function_arn
assert (FileHelper().getFileNameAndExtension(objectName.lower()) == (
'fullresponse', 'json'
)), "File detected does not match expected format: 'fullresponse.json'"
runComprehend(bucketName, objectName, callerId)
def _outputFormTranslate(self, page, p):
tt = None
tt = TextTranslater('auto', 'en', 'us-east-1')
csvData = []
for field in page.form.fields:
csvItem = []
if (field.key):
csvItem.append(tt.getTranslation(field.key.text))
csvItem.append(field.key.confidence)
else:
csvItem.append("")
csvItem.append("")
if (field.value):
csvItem.append(tt.getTranslation(field.value.text))
csvItem.append(field.value.confidence)
else:
csvItem.append("")
csvItem.append("")
csvData.append(csvItem)
csvFieldNames = ['Key', 'KeyConfidence', 'Value', 'ValueConfidence']
FileHelper.writeCSV("{}-page-{}-forms-translated.csv".format(self.fileName, p),
csvFieldNames, csvData)
def processRequest(request):
output = ""
print("request: {}".format(request))
documentId = request["documentId"]
bucketName = request["bucketName"]
objectName = request["objectName"]
jobErrorHandlerQueueUrl = request['errorHandlerQueueUrl']
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
client = AwsHelper().getClient('sqs')
# If not expected extension, change status to FAILED and exit
if(ext and ext not in ["jpg", "jpeg", "png", "pdf"]):
jsonErrorHandlerMessage = {
'documentId': documentId
}
postMessage(client, jobErrorHandlerQueueUrl, jsonErrorHandlerMessage)
return
if(ext and ext in ["jpg", "jpeg", "png"]):
qUrl = request['syncQueueUrl']
errorHandlerTimeoutSeconds = SYNC_JOB_TIMEOUT_SECONDS
elif (ext in ["pdf"]):
qUrl = request['asyncQueueUrl']
errorHandlerTimeoutSeconds = ASYNC_JOB_TIMEOUT_SECONDS
if(qUrl):
features = ["Text", "Forms", "Tables"]
jsonMessage = {'documentId': documentId,
"features": features,
'bucketName': bucketName,
'objectName': objectName}
postMessage(client, qUrl, jsonMessage)
jsonErrorHandlerMessage = {
'documentId': documentId
}
postMessage(client, jobErrorHandlerQueueUrl,
jsonErrorHandlerMessage, errorHandlerTimeoutSeconds)
output = "Completed routing for documentId: {}, object: {}/{}".format(
documentId, bucketName, objectName)
print(output)
def processRequest(documentId, bucketName, objectName, callerId):
output = ""
pipeline_client.body = {
"documentId": documentId,
"bucketName": bucketName,
"objectName": objectName,
"stage": PIPELINE_STAGE
}
pipeline_client.stageInProgress()
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtension(objectName.lower())
print("Extension: {}".format(ext))
if (ext and ext in ["jpg", "jpeg", "png"]):
targetBucketName = syncBucketName
elif (ext in ["pdf"]):
targetBucketName = asyncBucketName
else:
raise Exception("Incorrect file extension")
targetFileName = "{}/{}".format(documentId, objectName)
if (targetBucketName):
print("Doing S3 Object Copy for documentId: {}, object: {}/{}".format(
documentId, targetBucketName, targetFileName))
try:
S3Helper().copyToS3(bucketName, objectName, targetBucketName,
targetFileName)
except Exception as e:
print(e)
pipeline_client.stageFailed()
else:
print("")
pipeline_client.stageFailed()
output = "Completed S3 Object Copy for documentId: {}, object: {}/{}".format(
documentId, targetBucketName, targetFileName)
lineage_client.recordLineageOfCopy({
"documentId": documentId,
"callerId": callerId,
"sourceBucketName": bucketName,
"targetBucketName": targetBucketName,
"sourceFileName": objectName,
"targetFileName": targetFileName,
})
pipeline_client.stageSucceeded()
print(output)
def processRequest(request):
output = ""
print("request: {}".format(request))
bucketName = request["bucketName"]
objectName = request["objectName"]
itemsTable = request["itemsTable"]
outputBucket = request["outputBucket"]
jobId = request["jobId"]
invocationId = request['invocationId']
invocationSchemaVersion = request['invocationSchemaVersion']
taskId = request['taskId']
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
if (ext and ext in ["jpg", "jpeg", "png", "mov", "mp4"]):
itemId = str(uuid.uuid1())
ds = datastore.ItemStore(itemsTable)
ds.createItem(itemId, bucketName, objectName)
output = "Saved item {} for {}/{}".format(itemId, bucketName,
objectName)
print(output)
results = [{
'taskId':
taskId,
'resultCode':
'Succeeded',
'resultString':
"Item submitted for processing with Id: {}".format(itemId)
}]
return {
'invocationSchemaVersion': invocationSchemaVersion,
'treatMissingKeysAs': 'PermanentFailure',
'invocationId': invocationId,
'results': results
}
def processRequest(request):
output = ""
print("request: {}".format(request))
bucketName = request["bucketName"]
objectName = request["objectName"]
documentsTable = request["documentsTable"]
outputTable = request["outputTable"]
jobId = request["jobId"]
invocationId = request["invocationId"]
invocationSchemaVersion = request["invocationSchemaVersion"]
taskId = request["taskId"]
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
if ext and ext in ["jpg", "jpeg", "png", "pdf"]:
documentId = str(uuid.uuid1())
ds = datastore.DocumentStore(documentsTable, outputTable)
ds.createDocument(documentId, bucketName, objectName)
output = "Saved document {} for {}/{}".format(documentId, bucketName,
objectName)
print(output)
results = [{
"taskId":
taskId,
"resultCode":
"Succeeded",
"resultString":
"Document submitted for processing with Id: {}".format(documentId),
}]
return {
"invocationSchemaVersion": invocationSchemaVersion,
"treatMissingKeysAs": "PermanentFailure",
"invocationId": invocationId,
"results": results,
}
def processRequest(request):
output = ""
logger.info("request: {}".format(request))
bucketName = request["bucketName"]
sourceLanguageCode = request["sourceLanguage"]
targetLanguageCode = request["targetLanguage"]
access_role = request["access_role"]
triggerFile = request["trigger_file"]
try:
# Filter only the JSON files for processing
objs = S3Helper().getFilteredFileNames(bucketName, "input/", "json")
for obj in objs:
try:
content = S3Helper().readFromS3(bucketName, obj)
logger.debug(content)
jsonDocument = json.loads(content)
print(jsonDocument)
# Convert the JSON document into XML
outputXML = json2xml.Json2xml(jsonDocument,
attr_type=False).to_xml()
logger.debug(outputXML)
newObjectKey = "xmlin/{}.xml".format(
FileHelper.getFileName(obj))
# Store the XML in the S3 location for Translation
S3Helper().writeToS3(str(outputXML), bucketName, newObjectKey)
output = "Output Object: {}/{}".format(bucketName,
newObjectKey)
logger.debug(output)
# Rename the JSON files to prevent reprocessing
S3Helper().renameObject(bucketName, obj,
"{}.processed".format(obj))
except ValueError:
logger.error(
"Error occured loading the json file:{}".format(obj))
except ClientError as e:
logger.error("An error occured with S3 Bucket Operation: %s" %
e)
# Start the translation batch job using Amazon Translate
startTranslationJob(bucketName, sourceLanguageCode, targetLanguageCode,
access_role)
S3Helper().deleteObject(bucketName, "input/{}".format(triggerFile))
except ClientError as e:
logger.error("An error occured with S3 Bucket Operation: %s" % e)
def __init__(self, bucketName, documentPath, awsRegion, detectText,
detectForms, detectTables):
ip = Input()
if (bucketName):
ip.bucketName = bucketName
if (documentPath):
ip.documentPath = documentPath
if (awsRegion):
ip.awsRegion = awsRegion
if (detectText):
ip.detectText = detectText
if (detectForms):
ip.detectForms = detectForms
if (detectTables):
ip.detectTables = detectTables
if (not ip.bucketName and not ip.documentPath):
raise Exception("Document is required.")
if (ip.bucketName):
ip.isLocalDocument = False
else:
ip.isLocalDocument = True
ext = FileHelper.getFileExtenstion(ip.documentPath).lower()
print("Extension", ext)
if (ext == "pdf"):
ip.documentType = "PDF"
elif (ext == "jpg" or ext == "jpeg" or ext == "png"):
ip.documentType = "IMAGE"
else:
raise Exception("Document should be jpg/jpeg, png or pdf.")
if (ip.documentType == "PDF" and ip.isLocalDocument):
raise Exception("PDF must be in S3 bucket.")
if (ip.detectText == False and ip.detectForms == False
and ip.detectTables == False):
raise Exception(
"Select at least one option to extract text, form or table")
self.inputParameters = ip
def processRequest(request):
output = ""
print("request: {}".format(request))
documentId = request["documentId"]
bucketName = request["bucketName"]
objectName = request["objectName"]
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
if (ext and ext in ["jpg", "jpeg", "png"]):
qUrl = request['syncQueueUrl']
elif (ext in ["pdf"]):
qUrl = request['asyncQueueUrl']
if (qUrl):
# To avoid form and tables outputs, this will be added to a configuration file
#features = ["Text", "Forms", "Tables"]
features = ["Text"]
jsonMessage = {
'documentId': documentId,
"features": features,
'bucketName': bucketName,
'objectName': objectName
}
client = AwsHelper().getClient('sqs')
postMessage(client, qUrl, jsonMessage)
output = "Completed routing for documentId: {}, object: {}/{}".format(
documentId, bucketName, objectName)
print(output)
def processRequest(request):
output = ""
print("request: {}".format(request))
documentId = request["documentId"]
bucketName = request["bucketName"]
objectName = request["objectName"]
print("Input Object: {}/{}".format(bucketName, objectName))
ext = FileHelper.getFileExtenstion(objectName.lower())
print("Extension: {}".format(ext))
if(ext and ext in ["jpg", "jpeg", "png"]):
qUrl = request['syncQueueUrl']
elif (ext in ["pdf"]):
qUrl = request['asyncQueueUrl']
elif (ext in ["htm", "html"]):
qUrl = os.environ['HTMLTOBOUNDINGBOX_QUEUE_URL']
if(qUrl):
features = ["Text"] # , "Forms", "Tables"]
jsonMessage = { 'documentId' : documentId,
"features" : features,
'bucketName': bucketName,
'objectName' : objectName }
client = AwsHelper().getClient('sqs')
postMessage(client, qUrl, jsonMessage)
if (ext in ["pdf"]):
postMessage(client, request["pdftoimgQueueUrl"], jsonMessage)
output = "Completed routing for documentId: {}, object: {}/{}".format(documentId, bucketName, objectName)
print(output)
def generateOutput(filePath, response):
print("Generating output...")
name, ext = FileHelper.getFileNameAndExtension(filePath)
opg = OutputGenerator(response, "{}-v2-{}".format(name, ext), True, True)
opg.run()
opg.generateInsights(True, True, 'es', 'us-east-1')
def inject_app_id(file_path): FileHelper.search_replace_file(file_path, 'YOUR-USERAPP-APP-ID', profile['user']['app_id'])