in apisix/plugins/ai-aws-content-moderation.lua [90:159]
function _M.rewrite(conf, ctx)
conf = fetch_secrets(conf, true, conf, "")
if not conf then
return HTTP_INTERNAL_SERVER_ERROR, "failed to retrieve secrets from conf"
end
local body, err = core.request.get_body()
if not body then
return HTTP_BAD_REQUEST, err
end
local comprehend = conf.comprehend
if not aws_instance then
aws_instance = aws()
end
local credentials = aws_instance:Credentials({
accessKeyId = comprehend.access_key_id,
secretAccessKey = comprehend.secret_access_key,
sessionToken = comprehend.session_token,
})
local default_endpoint = "https://comprehend." .. comprehend.region .. ".amazonaws.com"
local scheme, host, port = unpack(http:parse_uri(comprehend.endpoint or default_endpoint))
local endpoint = scheme .. "://" .. host
aws_instance.config.endpoint = endpoint
aws_instance.config.ssl_verify = comprehend.ssl_verify
local comprehend = aws_instance:Comprehend({
credentials = credentials,
endpoint = endpoint,
region = comprehend.region,
port = port,
})
local res, err = comprehend:detectToxicContent({
LanguageCode = "en",
TextSegments = {{
Text = body
}},
})
if not res then
core.log.error("failed to send request to ", endpoint, ": ", err)
return HTTP_INTERNAL_SERVER_ERROR, err
end
local results = res.body and res.body.ResultList
if type(results) ~= "table" or core.table.isempty(results) then
return HTTP_INTERNAL_SERVER_ERROR, "failed to get moderation results from response"
end
for _, result in ipairs(results) do
if conf.moderation_categories then
for _, item in pairs(result.Labels) do
if not conf.moderation_categories[item.Name] then
goto continue
end
if item.Score > conf.moderation_categories[item.Name] then
return HTTP_BAD_REQUEST, "request body exceeds " .. item.Name .. " threshold"
end
::continue::
end
end
if result.Toxicity > conf.moderation_threshold then
return HTTP_BAD_REQUEST, "request body exceeds toxicity threshold"
end
end
end