/*
* Run with your own PDF or use the sample Amtrak-Financials file
* provided in this repo.
*/
async static Task Main(string[] args)
{
if (args.Length == 0)
{
Console.WriteLine("Please provide the filepath of a PDF to OCR");
Environment.Exit(0);
}
IndicoConfig config = new IndicoConfig(
host: "app.indico.io"
);
IndicoClient client = new IndicoClient(config);
JObject extractConfig = new JObject()
{
{ "preset_config", "standard" }
};
DocumentExtraction ocrQuery = client.DocumentExtraction(extractConfig);
Job job = await ocrQuery.Exec(args[0]);
JObject result = await job.Result();
string url = (string)result.GetValue("url");
Blob blob = await client.RetrieveBlob(url).Exec();
Console.WriteLine(blob.AsJSONObject());
}
async static Task Main(string[] args)
{
IndicoConfig config = new IndicoConfig(
host: "app.indico.io"
);
IndicoClient client = new IndicoClient(config);
string query = @"
query GetDatasets {
datasets {
id
name
status
rowCount
numModelGroups
modelGroups {
id
}
}
}
";
GraphQLRequest request = client.GraphQLRequest(query, "GetDatasets");
JObject response = await request.Call();
Console.WriteLine(response);
}
static void Main(string[] args)
{
IndicoConfig config = new IndicoConfig(host: "app.indico.io");
IndicoClient client = new IndicoClient(config);
getDatasets(client);
getModelGroup(client, 4415);
}
/*
* To actually run this example, you'll need to train a sequence
* model on the Indico IPA Platform with the labeled-swaps-200.csv
* file contained with this repo. Be aware that training will likely
* take a couple hours. Once training is complete, you can run the
* example by passing in the directory of the two sample PDF files in
* the repo (Confirmation letter and Confirmation of Interest Rate Swap).
*
* Before running, replace the Model Group ID (mgId) with the
* ID for your trained model. You can find it on the model's Review page.
*/
async static Task Main(string[] args)
{
// Replace this with your Model Group ID
int mgId = 4352;
List <string> targetFiles = GetTargetFiles(args[0]);
if (targetFiles.Count == 0)
{
Console.WriteLine("No files to process");
Environment.Exit(0);
}
IndicoClient client = new IndicoClient();
JObject extractConfig = new JObject()
{
{ "preset_config", "legacy" }
};
List <string> texts = new List <string>();
DocumentExtraction ocrQuery = client.DocumentExtraction(extractConfig);
foreach (string path in targetFiles)
{
Console.WriteLine(path);
Job ocrJob = await ocrQuery.Exec(path);
JObject result = await ocrJob.Result();
string resUrl = (string)result.GetValue("url");
Blob blob = await client.RetrieveBlob(resUrl).Exec();
JObject obj = blob.AsJSONObject();
texts.Add((string)obj.GetValue("text"));
}
ModelGroup mg = await client.ModelGroupQuery(mgId).Exec();
string status = await client.ModelGroupLoad(mg).Exec();
Console.WriteLine($"Model status = {status}");
Job job = await client.ModelGroupPredict(mg).Data(texts).Exec();
JArray jobResult = await job.Results();
Console.WriteLine(jobResult);
}
public static async Task Main()
{
var client = new IndicoClient(GetToken(), new Uri("https://app.indico.io"));
var dataSets = await client.DataSets().ListAsync();
var workflows = await client.Workflows().ListAsync(dataSets.First().Id);
var submissionClient = client.Submissions();
var submissionIds = await submissionClient.CreateAsync(workflows.Single().Id, new[] { "workflow-sample.pdf" });
int submissionId = submissionIds.Single();
var submission = await submissionClient.GetAsync(submissionId);
var jobResult = await client.GetSubmissionResultAwaiter().WaitReady(submissionId);
Console.ReadLine();
}
/*
* Get the progress (% complete) of a training model group. This
* is handy as some sequence models can take a very long time (hours)
* to train. Pass your model's Model Group ID on the command line.
* You can find the model group ID on your model's Review page.
*/
private static async Task Main(string[] args)
{
if (args.Length == 0)
{
Console.WriteLine("Please provide a model group id");
Environment.Exit(0);
}
int mgId = Int32.Parse(args[0]);
var config = new IndicoConfig(
host: "app.indico.io"
);
var client = new IndicoClient(config);
var mg = await client.ModelGroupQuery(mgId).Exec();
var trainingStatus = await client.TrainingModelWithProgressQuery(mg).Exec();
Console.WriteLine(mg.Name);
Console.WriteLine(trainingStatus);
}
static void getDatasets(IndicoClient client)
{
string query = @"
query GetDatasets {
datasets {
id
name
status
rowCount
numModelGroups
modelGroups {
id
}
}
}
";
GraphQLRequest request = client.GraphQLRequest(query, "GetDatasets");
JObject response = request.Call();
Console.WriteLine(response);
}
/*
* To actually run this example, you need to train a classifier in
* the Indico IPA Platform using the reviews.csv file included in
* this repo. After the model is trained, just pass its model group
* ID into this sample as a command line arg. You can find the model
* group ID on your trained model's Review page.
*/
private static async Task Main(string[] args)
{
int mgId = -1;
if (args.Length != 1)
{
Console.WriteLine("Please provide model group and selected model IDs");
System.Environment.Exit(0);
}
else
{
mgId = Int32.Parse(args[0]);
}
var config = new IndicoConfig(
host: "app.indico.io"
);
var client = new IndicoClient(config);
var mg = await client.ModelGroupQuery(mgId).Exec();
// Load Model
string status = await client.ModelGroupLoad(mg).Exec();
var reviews = new List <string>()
{
"This was the best food of our trip. Fantastic experience!",
"The service was rude and the food was awful. Don\'t waste your time!"
};
var job = await client.ModelGroupPredict(mg).Data(reviews).Exec();
var jobResult = await job.Results();
Console.WriteLine(jobResult);
}
public SubmissionsV1ClientAdapter(IndicoClient indicoClient) => _indicoClient = indicoClient;
public MultipartFormUpload(IndicoClient client) => _client = client;
public DataSetsV1ClientAdapter(IndicoClient indicoClientLegacy) => _indicoClientLegacy = indicoClientLegacy;
public Application(string token, string host)
{
IndicoConfig config = new IndicoConfig(host: host, apiToken: token);
Client = new IndicoClient(config);
}
public V1JobsClientAdapter(IndicoClient indicoClient, JobStatusConverter jobStatusConverter)
{
_indicoClient = indicoClient;
_jobStatusConverter = jobStatusConverter;
}
public V1ModelClientAdapter(IndicoClient indicoClientLegacyClient) => _clientLegacy = indicoClientLegacyClient;
public UploadStream(IndicoClient client) => _client = client;
/// <summary> /// ListSubmissions constructor. /// </summary> /// <param name="client">Client used to send API requests.</param> public ListSubmissions(IndicoClient client) => _client = client;
/// <summary>
/// WorkflowSubmissionDetailed constuctor.
/// </summary>
/// <param name="client"></param>
public WorkflowSubmissionDetailed(IndicoClient client) : base(client)
{
}
/// <summary>
/// DocumentExtraction constructor
/// <param name="client">IndicoClient client</param>
/// </summary>
public DocumentExtraction(IndicoClient client)
{
this._client = client;
}
public WorkflowsV1ClientAdapter(IndicoClient indicoClientLegacy) => _indicoClientLegacy = indicoClientLegacy;
/// <summary>
/// Find the % complete of a training Model Group
/// </summary>
/// <param name="client">Indico Client</param>
public TrainingModelWithProgressQuery(IndicoClient client)
{
this._client = client;
}
public ReviewsV1ClientAdapter(IndicoClient indicoClientLegacy) => _indicoClientLegacy = indicoClientLegacy;
static void getModelGroup(IndicoClient client, int mgId)
{
ModelGroup mg = client.ModelGroupQuery(mgId).Exec();
Console.WriteLine(mg.ToString());
}
public OcrV1ClientAdapter(IndicoClient indicoClientLegacy, IStorageClient storage)
{
_indicoClientLegacy = indicoClientLegacy;
_storage = storage;
}
/// <summary>
/// WorkflowSubmission constructor.
/// </summary>
/// <param name="client"></param>
public WorkflowSubmission(IndicoClient client) : base(client)
{
}
/// <summary> /// ListWorkflows constructor. /// </summary> /// <param name="client">Client used to send API requests.</param> public ListWorkflows(IndicoClient client) => _client = client;
/// <summary> /// DocumentExtraction constructor /// <param name="client">IndicoClient client</param> /// </summary> public DocumentExtraction(IndicoClient client) => _client = client;
