// DO NOT EDIT !
// This file was generated automatically from 'src/mako/api/lib.rs.in.mako'
// DO NOT EDIT !

#[cfg(feature = "nightly")]
#[macro_use]
extern crate serde_derive;

extern crate hyper;
extern crate serde;
extern crate serde_json;
extern crate yup_oauth2 as oauth2;
extern crate mime;
extern crate url;

mod cmn;

use std::collections::HashMap;
use std::cell::RefCell;
use std::borrow::BorrowMut;
use std::default::Default;
use std::collections::BTreeMap;
use serde_json as json;
use std::io;
use std::fs;
use std::thread::sleep;
use std::time::Duration;

pub use cmn::{MultiPartReader, ToParts, MethodInfo, Result, Error, CallBuilder, Hub, ReadSeek, Part,
              ResponseResult, RequestValue, NestedType, Delegate, DefaultDelegate, MethodsBuilder,
              Resource, ErrorResponse, remove_json_null_values};


// ##############
// UTILITIES ###
// ############

/// Identifies the an OAuth2 authorization scope.
/// A scope is needed when requesting an
/// [authorization token](https://developers.google.com/youtube/v3/guides/authentication).
#[derive(PartialEq, Eq, Hash)]
pub enum Scope {
    /// View and manage your data across Google Cloud Platform services
    CloudPlatform,
}

impl AsRef<str> for Scope {
    fn as_ref(&self) -> &str {
        match *self {
            Scope::CloudPlatform => "https://www.googleapis.com/auth/cloud-platform",
        }
    }
}

impl Default for Scope {
    fn default() -> Scope {
        Scope::CloudPlatform
    }
}



// ########
// HUB ###
// ######

/// Central instance to access all CloudMachineLearning related resource activities
///
/// # Examples
///
/// Instantiate a new hub
///
/// ```test_harness,no_run
/// extern crate hyper;
/// extern crate yup_oauth2 as oauth2;
/// extern crate google_ml1_beta1 as ml1_beta1;
/// use ml1_beta1::GoogleCloudMlV1beta1__Version;
/// use ml1_beta1::{Result, Error};
/// # #[test] fn egal() {
/// use std::default::Default;
/// use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// use ml1_beta1::CloudMachineLearning;
/// 
/// // Get an ApplicationSecret instance by some means. It contains the `client_id` and 
/// // `client_secret`, among other things.
/// let secret: ApplicationSecret = Default::default();
/// // Instantiate the authenticator. It will choose a suitable authentication flow for you, 
/// // unless you replace  `None` with the desired Flow.
/// // Provide your own `AuthenticatorDelegate` to adjust the way it operates and get feedback about 
/// // what's going on. You probably want to bring in your own `TokenStorage` to persist tokens and
/// // retrieve them from storage.
/// let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
///                               hyper::Client::new(),
///                               <MemoryStorage as Default>::default(), None);
/// let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // As the method needs a request, you would usually fill it with the desired information
/// // into the respective structure. Some of the parts shown here might not be applicable !
/// // Values shown here are possibly random and not representative !
/// let mut req = GoogleCloudMlV1beta1__Version::default();
/// 
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_versions_create(req, "parent")
///              .doit();
/// 
/// match result {
///     Err(e) => match e {
///         // The Error enum provides details about what exactly happened.
///         // You can also just use its `Debug`, `Display` or `Error` traits
///          Error::HttpError(_)
///         |Error::MissingAPIKey
///         |Error::MissingToken(_)
///         |Error::Cancelled
///         |Error::UploadSizeLimitExceeded(_, _)
///         |Error::Failure(_)
///         |Error::BadRequest(_)
///         |Error::FieldClash(_)
///         |Error::JsonDecodeError(_, _) => println!("{}", e),
///     },
///     Ok(res) => println!("Success: {:?}", res),
/// }
/// # }
/// ```
pub struct CloudMachineLearning<C, A> {
    client: RefCell<C>,
    auth: RefCell<A>,
    _user_agent: String,
}

impl<'a, C, A> Hub for CloudMachineLearning<C, A> {}

impl<'a, C, A> CloudMachineLearning<C, A>
    where  C: BorrowMut<hyper::Client>, A: oauth2::GetToken {

    pub fn new(client: C, authenticator: A) -> CloudMachineLearning<C, A> {
        CloudMachineLearning {
            client: RefCell::new(client),
            auth: RefCell::new(authenticator),
            _user_agent: "google-api-rust-client/1.0.2".to_string(),
        }
    }

    pub fn projects(&'a self) -> ProjectMethods<'a, C, A> {
        ProjectMethods { hub: &self }
    }

    /// Set the user-agent header field to use in all requests to the server.
    /// It defaults to `google-api-rust-client/1.0.2`.
    ///
    /// Returns the previously set user-agent.
    pub fn user_agent(&mut self, agent_name: String) -> String {
        let prev = self._user_agent.clone();
        self._user_agent = agent_name;
        prev
    }
}


// ############
// SCHEMAS ###
// ##########
/// The response message for Operations.ListOperations.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [operations list projects](struct.ProjectOperationListCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleLongrunning__ListOperationsResponse {
    /// The standard List next-page token.
    #[serde(rename="nextPageToken")]
    pub next_page_token: Option<String>,
    /// A list of operations that matches the specified filter in the request.
    pub operations: Option<Vec<GoogleLongrunning__Operation>>,
}

impl ResponseResult for GoogleLongrunning__ListOperationsResponse {}


/// Response message for the ListJobs method.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [jobs list projects](struct.ProjectJobListCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__ListJobsResponse {
    /// Optional. Pass this token as the `page_token` field of the request for a
    /// subsequent call.
    #[serde(rename="nextPageToken")]
    pub next_page_token: Option<String>,
    /// The list of jobs.
    pub jobs: Option<Vec<GoogleCloudMlV1beta1__Job>>,
}

impl ResponseResult for GoogleCloudMlV1beta1__ListJobsResponse {}


/// Represents results of a prediction job.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__PredictionOutput {
    /// The output Google Cloud Storage location provided at the job creation time.
    #[serde(rename="outputPath")]
    pub output_path: Option<String>,
    /// The number of generated predictions.
    #[serde(rename="predictionCount")]
    pub prediction_count: Option<i64>,
    /// The number of data instances which resulted in errors.
    #[serde(rename="errorCount")]
    pub error_count: Option<i64>,
}

impl Part for GoogleCloudMlV1beta1__PredictionOutput {}


/// Represents the result of a single hyperparameter tuning trial from a
/// training job. The TrainingOutput object that is returned on successful
/// completion of a training job with hyperparameter tuning includes a list
/// of HyperparameterOutput objects, one for each successful trial.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__HyperparameterOutput {
    /// The hyperparameters given to this trial.
    pub hyperparameters: Option<HashMap<String, String>>,
    /// The trial id for these results.
    #[serde(rename="trialId")]
    pub trial_id: Option<String>,
    /// All recorded object metrics for this trial.
    #[serde(rename="allMetrics")]
    pub all_metrics: Option<Vec<GoogleCloudMlV1beta1_HyperparameterOutput_HyperparameterMetric>>,
    /// The final objective metric seen for this trial.
    #[serde(rename="finalMetric")]
    pub final_metric: Option<GoogleCloudMlV1beta1_HyperparameterOutput_HyperparameterMetric>,
}

impl Part for GoogleCloudMlV1beta1__HyperparameterOutput {}


/// Represents a machine learning solution.
/// 
/// A model can have multiple versions, each of which is a deployed, trained
/// model ready to receive prediction requests. The model itself is just a
/// container.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [models get projects](struct.ProjectModelGetCall.html) (response)
/// * [models create projects](struct.ProjectModelCreateCall.html) (request|response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__Model {
    /// Output only. The default version of the model. This version will be used to
    /// handle prediction requests that do not specify a version.
    /// 
    /// You can change the default version by calling
    /// [projects.methods.versions.setDefault](/ml/reference/rest/v1beta1/projects.models.versions/setDefault).
    #[serde(rename="defaultVersion")]
    pub default_version: Option<GoogleCloudMlV1beta1__Version>,
    /// Optional. The description specified for the model when it was created.
    pub description: Option<String>,
    /// Required. The name specified for the model when it was created.
    /// 
    /// The model name must be unique within the project it is created in.
    pub name: Option<String>,
}

impl RequestValue for GoogleCloudMlV1beta1__Model {}
impl ResponseResult for GoogleCloudMlV1beta1__Model {}


/// An observed value of a metric.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1_HyperparameterOutput_HyperparameterMetric {
    /// The global training step for this metric.
    #[serde(rename="trainingStep")]
    pub training_step: Option<String>,
    /// The objective value at this training step.
    #[serde(rename="objectiveValue")]
    pub objective_value: Option<f64>,
}

impl Part for GoogleCloudMlV1beta1_HyperparameterOutput_HyperparameterMetric {}


/// Returns service account information associated with a project.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [get config projects](struct.ProjectGetConfigCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__GetConfigResponse {
    /// The project number for `service_account`.
    #[serde(rename="serviceAccountProject")]
    pub service_account_project: Option<String>,
    /// The service account Cloud ML uses to access resources in the project.
    #[serde(rename="serviceAccount")]
    pub service_account: Option<String>,
}

impl ResponseResult for GoogleCloudMlV1beta1__GetConfigResponse {}


/// Request message for the SetDefaultVersion request.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [models versions set default projects](struct.ProjectModelVersionSetDefaultCall.html) (request)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__SetDefaultVersionRequest { _never_set: Option<bool> }

impl RequestValue for GoogleCloudMlV1beta1__SetDefaultVersionRequest {}


/// Represents a set of hyperparameters to optimize.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__HyperparameterSpec {
    /// Optional. How many training trials should be attempted to optimize
    /// the specified hyperparameters.
    /// 
    /// Defaults to one.
    #[serde(rename="maxTrials")]
    pub max_trials: Option<i32>,
    /// Required. The set of parameters to tune.
    pub params: Option<Vec<GoogleCloudMlV1beta1__ParameterSpec>>,
    /// Optional. The number of training trials to run concurrently.
    /// You can reduce the time it takes to perform hyperparameter tuning by adding
    /// trials in parallel. However, each trail only benefits from the information
    /// gained in completed trials. That means that a trial does not get access to
    /// the results of trials running at the same time, which could reduce the
    /// quality of the overall optimization.
    /// 
    /// Each trial will use the same scale tier and machine types.
    /// 
    /// Defaults to one.
    #[serde(rename="maxParallelTrials")]
    pub max_parallel_trials: Option<i32>,
    /// Required. The type of goal to use for tuning. Available types are
    /// `MAXIMIZE` and `MINIMIZE`.
    /// 
    /// Defaults to `MAXIMIZE`.
    pub goal: Option<String>,
}

impl Part for GoogleCloudMlV1beta1__HyperparameterSpec {}


/// Message that represents an arbitrary HTTP body. It should only be used for
/// payload formats that can't be represented as JSON, such as raw binary or
/// an HTML page.
/// 
/// 
/// This message can be used both in streaming and non-streaming API methods in
/// the request as well as the response.
/// 
/// It can be used as a top-level request field, which is convenient if one
/// wants to extract parameters from either the URL or HTTP template into the
/// request fields and also want access to the raw HTTP body.
/// 
/// Example:
/// 
///     message GetResourceRequest {
///       // A unique request id.
///       string request_id = 1;
/// 
///       // The raw HTTP body is bound to this field.
///       google.api.HttpBody http_body = 2;
///     }
/// 
///     service ResourceService {
///       rpc GetResource(GetResourceRequest) returns (google.api.HttpBody);
///       rpc UpdateResource(google.api.HttpBody) returns (google.protobuf.Empty);
///     }
/// 
/// Example with streaming methods:
/// 
///     service CaldavService {
///       rpc GetCalendar(stream google.api.HttpBody)
///         returns (stream google.api.HttpBody);
///       rpc UpdateCalendar(stream google.api.HttpBody)
///         returns (stream google.api.HttpBody);
///     }
/// 
/// Use of this type only changes how the request and response bodies are
/// handled, all other features will continue to work unchanged.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [predict projects](struct.ProjectPredictCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleApi__HttpBody {
    /// HTTP body binary data.
    pub data: Option<String>,
    /// The HTTP Content-Type string representing the content type of the body.
    #[serde(rename="contentType")]
    pub content_type: Option<String>,
}

impl ResponseResult for GoogleApi__HttpBody {}


/// Represents input parameters for a prediction job.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__PredictionInput {
    /// Required. The output Google Cloud Storage location.
    #[serde(rename="outputPath")]
    pub output_path: Option<String>,
    /// Use this field if you want to use the default version for the specified
    /// model. The string must use the following format:
    /// 
    /// `"projects/<var>[YOUR_PROJECT]</var>/models/<var>[YOUR_MODEL]</var>"`
    #[serde(rename="modelName")]
    pub model_name: Option<String>,
    /// Required. The format of the input data files.
    #[serde(rename="dataFormat")]
    pub data_format: Option<String>,
    /// Use this field if you want to specify a version of the model to use. The
    /// string is formatted the same way as `model_version`, with the addition
    /// of the version information:
    /// 
    /// `"projects/<var>[YOUR_PROJECT]</var>/models/<var>YOUR_MODEL/versions/<var>[YOUR_VERSION]</var>"`
    #[serde(rename="versionName")]
    pub version_name: Option<String>,
    /// Required. The Google Cloud Storage location of the input data files.
    /// May contain wildcards.
    #[serde(rename="inputPaths")]
    pub input_paths: Option<Vec<String>>,
    /// Optional. The maximum number of workers to be used for parallel processing.
    /// Defaults to 10 if not specified.
    #[serde(rename="maxWorkerCount")]
    pub max_worker_count: Option<i64>,
    /// Required. The Google Compute Engine region to run the prediction job in.
    pub region: Option<String>,
}

impl Part for GoogleCloudMlV1beta1__PredictionInput {}


/// Response message for the ListModels method.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [models list projects](struct.ProjectModelListCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__ListModelsResponse {
    /// The list of models.
    pub models: Option<Vec<GoogleCloudMlV1beta1__Model>>,
    /// Optional. Pass this token as the `page_token` field of the request for a
    /// subsequent call.
    #[serde(rename="nextPageToken")]
    pub next_page_token: Option<String>,
}

impl ResponseResult for GoogleCloudMlV1beta1__ListModelsResponse {}


/// A generic empty message that you can re-use to avoid defining duplicated
/// empty messages in your APIs. A typical example is to use it as the request
/// or the response type of an API method. For instance:
/// 
///     service Foo {
///       rpc Bar(google.protobuf.Empty) returns (google.protobuf.Empty);
///     }
/// 
/// The JSON representation for `Empty` is empty JSON object `{}`.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [jobs cancel projects](struct.ProjectJobCancelCall.html) (response)
/// * [operations delete projects](struct.ProjectOperationDeleteCall.html) (response)
/// * [operations cancel projects](struct.ProjectOperationCancelCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleProtobuf__Empty { _never_set: Option<bool> }

impl ResponseResult for GoogleProtobuf__Empty {}


/// Represents results of a training job.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__TrainingOutput {
    /// The amount of ML units consumed by the job.
    #[serde(rename="consumedMlUnits")]
    pub consumed_ml_units: Option<f64>,
    /// The number of hyperparameter tuning trials that completed successfully.
    #[serde(rename="completedTrialCount")]
    pub completed_trial_count: Option<i64>,
    /// Results for individual Hyperparameter trials.
    pub trials: Option<Vec<GoogleCloudMlV1beta1__HyperparameterOutput>>,
}

impl Part for GoogleCloudMlV1beta1__TrainingOutput {}


/// This resource represents a long-running operation that is the result of a
/// network API call.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [models versions delete projects](struct.ProjectModelVersionDeleteCall.html) (response)
/// * [operations get projects](struct.ProjectOperationGetCall.html) (response)
/// * [models versions create projects](struct.ProjectModelVersionCreateCall.html) (response)
/// * [models delete projects](struct.ProjectModelDeleteCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleLongrunning__Operation {
    /// The error result of the operation in case of failure or cancellation.
    pub error: Option<GoogleRpc__Status>,
    /// If the value is `false`, it means the operation is still in progress.
    /// If true, the operation is completed, and either `error` or `response` is
    /// available.
    pub done: Option<bool>,
    /// The normal response of the operation in case of success.  If the original
    /// method returns no data on success, such as `Delete`, the response is
    /// `google.protobuf.Empty`.  If the original method is standard
    /// `Get`/`Create`/`Update`, the response should be the resource.  For other
    /// methods, the response should have the type `XxxResponse`, where `Xxx`
    /// is the original method name.  For example, if the original method name
    /// is `TakeSnapshot()`, the inferred response type is
    /// `TakeSnapshotResponse`.
    pub response: Option<HashMap<String, String>>,
    /// The server-assigned name, which is only unique within the same service that
    /// originally returns it. If you use the default HTTP mapping, the
    /// `name` should have the format of `operations/some/unique/name`.
    pub name: Option<String>,
    /// Service-specific metadata associated with the operation.  It typically
    /// contains progress information and common metadata such as create time.
    /// Some services might not provide such metadata.  Any method that returns a
    /// long-running operation should document the metadata type, if any.
    pub metadata: Option<HashMap<String, String>>,
}

impl ResponseResult for GoogleLongrunning__Operation {}


/// Response message for the ListVersions method.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [models versions list projects](struct.ProjectModelVersionListCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__ListVersionsResponse {
    /// Optional. Pass this token as the `page_token` field of the request for a
    /// subsequent call.
    #[serde(rename="nextPageToken")]
    pub next_page_token: Option<String>,
    /// The list of versions.
    pub versions: Option<Vec<GoogleCloudMlV1beta1__Version>>,
}

impl ResponseResult for GoogleCloudMlV1beta1__ListVersionsResponse {}


/// Represents a version of the model.
/// 
/// Each version is a trained model deployed in the cloud, ready to handle
/// prediction requests. A model can have multiple versions. You can get
/// information about all of the versions of a given model by calling
/// [projects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.versions/list).
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [models versions get projects](struct.ProjectModelVersionGetCall.html) (response)
/// * [models versions create projects](struct.ProjectModelVersionCreateCall.html) (request)
/// * [models versions set default projects](struct.ProjectModelVersionSetDefaultCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__Version {
    /// Optional. The description specified for the version when it was created.
    pub description: Option<String>,
    /// Required.The name specified for the version when it was created.
    /// 
    /// The version name must be unique within the model it is created in.
    pub name: Option<String>,
    /// Required. The Google Cloud Storage location of the trained model used to
    /// create the version. See the
    /// [overview of model deployment](/ml/docs/concepts/deployment-overview) for
    /// more informaiton.
    /// 
    /// When passing Version to
    /// [projects.models.versions.create](/ml/reference/rest/v1beta1/projects.models.versions/create)
    /// the model service uses the specified location as the source of the model.
    /// Once deployed, the model version is hosted by the prediction service, so
    /// this location is useful only as a historical record.
    #[serde(rename="deploymentUri")]
    pub deployment_uri: Option<String>,
    /// Output only. The time the version was created.
    #[serde(rename="createTime")]
    pub create_time: Option<String>,
    /// Output only. If true, this version will be used to handle prediction
    /// requests that do not specify a version.
    /// 
    /// You can change the default version by calling
    /// [projects.methods.versions.setDefault](/ml/reference/rest/v1beta1/projects.models.versions/setDefault).
    #[serde(rename="isDefault")]
    pub is_default: Option<bool>,
    /// Output only. The time the version was last used for prediction.
    #[serde(rename="lastUseTime")]
    pub last_use_time: Option<String>,
}

impl RequestValue for GoogleCloudMlV1beta1__Version {}
impl ResponseResult for GoogleCloudMlV1beta1__Version {}


/// Request for predictions to be issued against a trained model.
/// 
/// The body of the request is a single JSON object with a single top-level
/// field:
/// 
/// <dl>
///   <dt>instances</dt>
///   <dd>A JSON array containing values representing the instances to use for
///       prediction.</dd>
/// </dl>
/// 
/// The structure of each element of the instances list is determined by your
/// model's input definition. Instances can include named inputs or can contain
/// only unlabeled values.
/// 
/// Most data does not include named inputs. Some instances will be simple
/// JSON values (boolean, number, or string). However, instances are often lists
/// of simple values, or complex nested lists. Here are some examples of request
/// bodies:
/// 
/// CSV data with each row encoded as a string value:
/// <pre>
/// {"instances": ["1.0,true,\\"x\\"", "-2.0,false,\\"y\\""]}
/// </pre>
/// Plain text:
/// <pre>
/// {"instances": ["the quick brown fox", "la bruja le dio"]}
/// </pre>
/// Sentences encoded as lists of words (vectors of strings):
/// <pre>
/// {"instances": [["the","quick","brown"], ["la","bruja","le"]]}
/// </pre>
/// Floating point scalar values:
/// <pre>
/// {"instances": [0.0, 1.1, 2.2]}
/// </pre>
/// Vectors of integers:
/// <pre>
/// {"instances": [[0, 1, 2], [3, 4, 5],...]}
/// </pre>
/// Tensors (in this case, two-dimensional tensors):
/// <pre>
/// {"instances": [[[0, 1, 2], [3, 4, 5]], ...]}
/// </pre>
/// Images represented as a three-dimensional list. In this encoding scheme the
/// first two dimensions represent the rows and columns of the image, and the
/// third contains the R, G, and B values for each pixel.
/// <pre>
/// {"instances": [[[[138, 30, 66], [130, 20, 56], ...]]]]}
/// </pre>
/// Data must be encoded as UTF-8. If your data uses another character encoding,
/// you must base64 encode the data and mark it as binary. To mark a JSON string
/// as binary, replace it with an object with a single attribute named `b`:
/// <pre>{"b": "..."} </pre>
/// For example:
/// 
/// Two Serialized tf.Examples (fake data, for illustrative purposes only):
/// <pre>
/// {"instances": [{"b64": "X5ad6u"}, {"b64": "IA9j4nx"}]}
/// </pre>
/// Two JPEG image byte strings (fake data, for illustrative purposes only):
/// <pre>
/// {"instances": [{"b64": "ASa8asdf"}, {"b64": "JLK7ljk3"}]}
/// </pre>
/// If your data includes named references, format each instance as a JSON object
/// with the named references as the keys:
/// 
/// JSON input data to be preprocessed:
/// <pre>
/// {"instances": [{"a": 1.0,  "b": true,  "c": "x"},
///                {"a": -2.0, "b": false, "c": "y"}]}
/// </pre>
/// Some models have an underlying TensorFlow graph that accepts multiple input
/// tensors. In this case, you should use the names of JSON name/value pairs to
/// identify the input tensors, as shown in the following exmaples:
/// 
/// For a graph with input tensor aliases "tag" (string) and "image"
/// (base64-encoded string):
/// <pre>
/// {"instances": [{"tag": "beach", "image": {"b64": "ASa8asdf"}},
///                {"tag": "car", "image": {"b64": "JLK7ljk3"}}]}
/// </pre>
/// For a graph with input tensor aliases "tag" (string) and "image"
/// (3-dimensional array of 8-bit ints):
/// <pre>
/// {"instances": [{"tag": "beach", "image": [[[263, 1, 10], [262, 2, 11], ...]]},
///                {"tag": "car", "image": [[[10, 11, 24], [23, 10, 15], ...]]}]}
/// </pre>
/// If the call is successful, the response body will contain one prediction
/// entry per instance in the request body. If prediction fails for any
/// instance, the response body will contain no predictions and will contian
/// a single error entry instead.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [predict projects](struct.ProjectPredictCall.html) (request)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__PredictRequest {
    /// 
    /// Required. The prediction request body.
    #[serde(rename="httpBody")]
    pub http_body: Option<GoogleApi__HttpBody>,
}

impl RequestValue for GoogleCloudMlV1beta1__PredictRequest {}


/// Represents a single hyperparameter to optimize.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__ParameterSpec {
    /// Required if type is `DISCRETE`.
    /// A list of feasible points.
    /// The list should be in strictly increasing order. For instance, this
    /// parameter might have possible settings of 1.5, 2.5, and 4.0. This list
    /// should not contain more than 1,000 values.
    #[serde(rename="discreteValues")]
    pub discrete_values: Option<Vec<f64>>,
    /// Optional. How the parameter should be scaled to the hypercube.
    /// Leave unset for categorical parameters.
    /// Some kind of scaling is strongly recommended for real or integral
    /// parameters (e.g., `UNIT_LINEAR_SCALE`).
    #[serde(rename="scaleType")]
    pub scale_type: Option<String>,
    /// Required. The parameter name must be unique amongst all ParameterConfigs in
    /// a HyperparameterSpec message. E.g., "learning_rate".
    #[serde(rename="parameterName")]
    pub parameter_name: Option<String>,
    /// Required if type is `DOUBLE` or `INTEGER`. This field
    /// should be unset if type is `CATEGORICAL`. This value should be integers if
    /// type is INTEGER.
    #[serde(rename="minValue")]
    pub min_value: Option<f64>,
    /// Required. The type of the parameter.
    #[serde(rename="type")]
    pub type_: Option<String>,
    /// Required if typeis `DOUBLE` or `INTEGER`. This field
    /// should be unset if type is `CATEGORICAL`. This value should be integers if
    /// type is `INTEGER`.
    #[serde(rename="maxValue")]
    pub max_value: Option<f64>,
    /// Required if type is `CATEGORICAL`. The list of possible categories.
    #[serde(rename="categoricalValues")]
    pub categorical_values: Option<Vec<String>>,
}

impl Part for GoogleCloudMlV1beta1__ParameterSpec {}


/// Represents a training or prediction job.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [jobs create projects](struct.ProjectJobCreateCall.html) (request|response)
/// * [jobs get projects](struct.ProjectJobGetCall.html) (response)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__Job {
    /// The current training job result.
    #[serde(rename="trainingOutput")]
    pub training_output: Option<GoogleCloudMlV1beta1__TrainingOutput>,
    /// Output only. When the job processing was started.
    #[serde(rename="startTime")]
    pub start_time: Option<String>,
    /// Output only. The details of a failure or a cancellation.
    #[serde(rename="errorMessage")]
    pub error_message: Option<String>,
    /// Required. The user-specified id of the job.
    #[serde(rename="jobId")]
    pub job_id: Option<String>,
    /// Output only. The detailed state of a job.
    pub state: Option<String>,
    /// Input parameters to create a prediction job.
    #[serde(rename="predictionInput")]
    pub prediction_input: Option<GoogleCloudMlV1beta1__PredictionInput>,
    /// Input parameters to create a training job.
    #[serde(rename="trainingInput")]
    pub training_input: Option<GoogleCloudMlV1beta1__TrainingInput>,
    /// Output only. When the job processing was completed.
    #[serde(rename="endTime")]
    pub end_time: Option<String>,
    /// The current prediction job result.
    #[serde(rename="predictionOutput")]
    pub prediction_output: Option<GoogleCloudMlV1beta1__PredictionOutput>,
    /// Output only. When the job was created.
    #[serde(rename="createTime")]
    pub create_time: Option<String>,
}

impl RequestValue for GoogleCloudMlV1beta1__Job {}
impl ResponseResult for GoogleCloudMlV1beta1__Job {}


/// Request message for the CancelJob method.
/// 
/// # Activities
/// 
/// This type is used in activities, which are methods you may call on this type or where this type is involved in. 
/// The list links the activity name, along with information about where it is used (one of *request* and *response*).
/// 
/// * [jobs cancel projects](struct.ProjectJobCancelCall.html) (request)
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__CancelJobRequest { _never_set: Option<bool> }

impl RequestValue for GoogleCloudMlV1beta1__CancelJobRequest {}


/// Represents input parameters for a training job.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleCloudMlV1beta1__TrainingInput {
    /// Optional. Specifies the type of virtual machine to use for your training
    /// job's worker nodes.
    /// 
    /// The supported values are the same as those described in the entry for
    /// `masterType`.
    /// 
    /// This value must be present when `scaleTier` is set to `CUSTOM` and
    /// `workerCount` is greater than zero.
    #[serde(rename="workerType")]
    pub worker_type: Option<String>,
    /// Required. Specifies the machine types, the number of replicas for workers
    /// and parameter servers.
    #[serde(rename="scaleTier")]
    pub scale_tier: Option<String>,
    /// Optional. Specifies the type of virtual machine to use for your training
    /// job's master worker.
    /// 
    /// The following types are supported:
    /// 
    /// <dl>
    ///   <dt>standard</dt>
    ///   <dd>
    ///   A basic machine configuration suitable for training simple models with
    ///   small to moderate datasets.
    ///   </dd>
    ///   <dt>large_model</dt>
    ///   <dd>
    ///   A machine with a lot of memory, specially suited for parameter servers
    ///   when your model is large (having many hidden layers or layers with very
    ///   large numbers of nodes).
    ///   </dd>
    ///   <dt>complex_model_s</dt>
    ///   <dd>
    ///   A machine suitable for the master and workers of the cluster when your
    ///   model requires more computation than the standard machine can handle
    ///   satisfactorily.
    ///   </dd>
    ///   <dt>complex_model_m</dt>
    ///   <dd>
    ///   A machine with roughly twice the number of cores and roughly double the
    ///   memory of <code suppresswarning="true">complex_model_s</code>.
    ///   </dd>
    ///   <dt>complex_model_l</dt>
    ///   <dd>
    ///   A machine with roughly twice the number of cores and roughly double the
    ///   memory of <code suppresswarning="true">complex_model_m</code>.
    ///   </dd>
    /// </dl>
    /// 
    /// You must set this value when `scaleTier` is set to `CUSTOM`.
    #[serde(rename="masterType")]
    pub master_type: Option<String>,
    /// Optional. The set of Hyperparameters to tune.
    pub hyperparameters: Option<GoogleCloudMlV1beta1__HyperparameterSpec>,
    /// Required. The Google Compute Engine region to run the training job in.
    pub region: Option<String>,
    /// Optional. Command line arguments to pass to the program.
    pub args: Option<Vec<String>>,
    /// Required. The Python module name to run after installing the packages.
    #[serde(rename="pythonModule")]
    pub python_module: Option<String>,
    /// Required. The Google Cloud Storage location of the packages with
    /// the training program and any additional dependencies.
    #[serde(rename="packageUris")]
    pub package_uris: Option<Vec<String>>,
    /// Optional. The number of worker replicas to use for the training job. Each
    /// replica in the cluster will be of the type specified in `worker_type`.
    /// 
    /// This value can only be used when `scale_tier` is set to `CUSTOM`. If you
    /// set this value, you must also set `worker_type`.
    #[serde(rename="workerCount")]
    pub worker_count: Option<i64>,
    /// Optional. Specifies the type of virtual machine to use for your training
    /// job's parameter server.
    /// 
    /// The supported values are the same as those described in the entry for
    /// `master_type`.
    /// 
    /// This value must be present when `scaleTier` is set to `CUSTOM` and
    /// `parameter_server_count` is greater than zero.
    #[serde(rename="parameterServerType")]
    pub parameter_server_type: Option<String>,
    /// Optional. The number of parameter server replicas to use for the training
    /// job. Each replica in the cluster will be of the type specified in
    /// `parameter_server_type`.
    /// 
    /// This value can only be used when `scale_tier` is set to `CUSTOM`.If you
    /// set this value, you must also set `parameter_server_type`.
    #[serde(rename="parameterServerCount")]
    pub parameter_server_count: Option<i64>,
}

impl Part for GoogleCloudMlV1beta1__TrainingInput {}


/// The `Status` type defines a logical error model that is suitable for different
/// programming environments, including REST APIs and RPC APIs. It is used by
/// [gRPC](https://github.com/grpc). The error model is designed to be:
/// 
/// - Simple to use and understand for most users
/// - Flexible enough to meet unexpected needs
/// 
/// # Overview
/// 
/// The `Status` message contains three pieces of data: error code, error message,
/// and error details. The error code should be an enum value of
/// google.rpc.Code, but it may accept additional error codes if needed.  The
/// error message should be a developer-facing English message that helps
/// developers *understand* and *resolve* the error. If a localized user-facing
/// error message is needed, put the localized message in the error details or
/// localize it in the client. The optional error details may contain arbitrary
/// information about the error. There is a predefined set of error detail types
/// in the package `google.rpc` which can be used for common error conditions.
/// 
/// # Language mapping
/// 
/// The `Status` message is the logical representation of the error model, but it
/// is not necessarily the actual wire format. When the `Status` message is
/// exposed in different client libraries and different wire protocols, it can be
/// mapped differently. For example, it will likely be mapped to some exceptions
/// in Java, but more likely mapped to some error codes in C.
/// 
/// # Other uses
/// 
/// The error model and the `Status` message can be used in a variety of
/// environments, either with or without APIs, to provide a
/// consistent developer experience across different environments.
/// 
/// Example uses of this error model include:
/// 
/// - Partial errors. If a service needs to return partial errors to the client,
///     it may embed the `Status` in the normal response to indicate the partial
///     errors.
/// 
/// - Workflow errors. A typical workflow has multiple steps. Each step may
///     have a `Status` message for error reporting purpose.
/// 
/// - Batch operations. If a client uses batch request and batch response, the
///     `Status` message should be used directly inside batch response, one for
///     each error sub-response.
/// 
/// - Asynchronous operations. If an API call embeds asynchronous operation
///     results in its response, the status of those operations should be
///     represented directly using the `Status` message.
/// 
/// - Logging. If some API errors are stored in logs, the message `Status` could
///     be used directly after any stripping needed for security/privacy reasons.
/// 
/// This type is not used in any activity, and only used as *part* of another schema.
/// 
#[derive(Default, Clone, Debug, Serialize, Deserialize)]
pub struct GoogleRpc__Status {
    /// A developer-facing error message, which should be in English. Any
    /// user-facing error message should be localized and sent in the
    /// google.rpc.Status.details field, or localized by the client.
    pub message: Option<String>,
    /// The status code, which should be an enum value of google.rpc.Code.
    pub code: Option<i32>,
    /// A list of messages that carry the error details.  There will be a
    /// common set of message types for APIs to use.
    pub details: Option<Vec<HashMap<String, String>>>,
}

impl Part for GoogleRpc__Status {}



// ###################
// MethodBuilders ###
// #################

/// A builder providing access to all methods supported on *project* resources.
/// It is not used directly, but through the `CloudMachineLearning` hub.
///
/// # Example
///
/// Instantiate a resource builder
///
/// ```test_harness,no_run
/// extern crate hyper;
/// extern crate yup_oauth2 as oauth2;
/// extern crate google_ml1_beta1 as ml1_beta1;
/// 
/// # #[test] fn egal() {
/// use std::default::Default;
/// use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// use ml1_beta1::CloudMachineLearning;
/// 
/// let secret: ApplicationSecret = Default::default();
/// let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
///                               hyper::Client::new(),
///                               <MemoryStorage as Default>::default(), None);
/// let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // Usually you wouldn't bind this to a variable, but keep calling *CallBuilders*
/// // like `get_config(...)`, `jobs_cancel(...)`, `jobs_create(...)`, `jobs_get(...)`, `jobs_list(...)`, `models_create(...)`, `models_delete(...)`, `models_get(...)`, `models_list(...)`, `models_versions_create(...)`, `models_versions_delete(...)`, `models_versions_get(...)`, `models_versions_list(...)`, `models_versions_set_default(...)`, `operations_cancel(...)`, `operations_delete(...)`, `operations_get(...)`, `operations_list(...)` and `predict(...)`
/// // to build up your call.
/// let rb = hub.projects();
/// # }
/// ```
pub struct ProjectMethods<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
}

impl<'a, C, A> MethodsBuilder for ProjectMethods<'a, C, A> {}

impl<'a, C, A> ProjectMethods<'a, C, A> {
    
    /// Create a builder to help you perform the following task:
    ///
    /// Lists operations that match the specified filter in the request. If the
    /// server doesn't support this method, it returns `UNIMPLEMENTED`.
    /// 
    /// NOTE: the `name` binding below allows API services to override the binding
    /// to use different resource name schemes, such as `users/*/operations`.
    /// 
    /// # Arguments
    ///
    /// * `name` - The name of the operation collection.
    pub fn operations_list(&self, name: &str) -> ProjectOperationListCall<'a, C, A> {
        ProjectOperationListCall {
            hub: self.hub,
            _name: name.to_string(),
            _page_token: Default::default(),
            _page_size: Default::default(),
            _filter: Default::default(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Deletes a long-running operation. This method indicates that the client is
    /// no longer interested in the operation result. It does not cancel the
    /// operation. If the server doesn't support this method, it returns
    /// `google.rpc.Code.UNIMPLEMENTED`.
    /// 
    /// # Arguments
    ///
    /// * `name` - The name of the operation resource to be deleted.
    pub fn operations_delete(&self, name: &str) -> ProjectOperationDeleteCall<'a, C, A> {
        ProjectOperationDeleteCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Creates a new version of a model from a trained TensorFlow model.
    /// 
    /// If the version created in the cloud by this call is the first deployed
    /// version of the specified model, it will be made the default version of the
    /// model. When you add a version to a model that already has one or more
    /// versions, the default version does not automatically change. If you want a
    /// new version to be the default, you must call
    /// [projects.models.versions.setDefault](/ml/reference/rest/v1beta1/projects.models.versions/setDefault).
    /// 
    /// # Arguments
    ///
    /// * `request` - No description provided.
    /// * `parent` - Required. The name of the model.
    ///              Authorization: requires `Editor` role on the parent project.
    pub fn models_versions_create(&self, request: GoogleCloudMlV1beta1__Version, parent: &str) -> ProjectModelVersionCreateCall<'a, C, A> {
        ProjectModelVersionCreateCall {
            hub: self.hub,
            _request: request,
            _parent: parent.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Gets basic information about all the versions of a model.
    /// 
    /// If you expect that a model has a lot of versions, or if you need to handle
    /// only a limited number of results at a time, you can request that the list
    /// be retrieved in batches (called pages):
    /// 
    /// # Arguments
    ///
    /// * `parent` - Required. The name of the model for which to list the version.
    ///              Authorization: requires `Viewer` role on the parent project.
    pub fn models_versions_list(&self, parent: &str) -> ProjectModelVersionListCall<'a, C, A> {
        ProjectModelVersionListCall {
            hub: self.hub,
            _parent: parent.to_string(),
            _page_token: Default::default(),
            _page_size: Default::default(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Gets the latest state of a long-running operation.  Clients can use this
    /// method to poll the operation result at intervals as recommended by the API
    /// service.
    /// 
    /// # Arguments
    ///
    /// * `name` - The name of the operation resource.
    pub fn operations_get(&self, name: &str) -> ProjectOperationGetCall<'a, C, A> {
        ProjectOperationGetCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Deletes a model version.
    /// 
    /// Each model can have multiple versions deployed and in use at any given
    /// time. Use this method to remove a single version.
    /// 
    /// Note: You cannot delete the version that is set as the default version
    /// of the model unless it is the only remaining version.
    /// 
    /// # Arguments
    ///
    /// * `name` - Required. The name of the version. You can get the names of all the
    ///            versions of a model by calling
    ///            [projects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.versions/list).
    ///            Authorization: requires `Editor` role on the parent project.
    pub fn models_versions_delete(&self, name: &str) -> ProjectModelVersionDeleteCall<'a, C, A> {
        ProjectModelVersionDeleteCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Creates a training or a batch prediction job.
    /// 
    /// # Arguments
    ///
    /// * `request` - No description provided.
    /// * `parent` - Required. The project name.
    ///              Authorization: requires `Editor` role on the specified project.
    pub fn jobs_create(&self, request: GoogleCloudMlV1beta1__Job, parent: &str) -> ProjectJobCreateCall<'a, C, A> {
        ProjectJobCreateCall {
            hub: self.hub,
            _request: request,
            _parent: parent.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Designates a version to be the default for the model.
    /// 
    /// The default version is used for prediction requests made against the model
    /// that don't specify a version.
    /// 
    /// The first version to be created for a model is automatically set as the
    /// default. You must make any subsequent changes to the default version
    /// setting manually using this method.
    /// 
    /// # Arguments
    ///
    /// * `request` - No description provided.
    /// * `name` - Required. The name of the version to make the default for the model. You
    ///            can get the names of all the versions of a model by calling
    ///            [projects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.versions/list).
    ///            Authorization: requires `Editor` role on the parent project.
    pub fn models_versions_set_default(&self, request: GoogleCloudMlV1beta1__SetDefaultVersionRequest, name: &str) -> ProjectModelVersionSetDefaultCall<'a, C, A> {
        ProjectModelVersionSetDefaultCall {
            hub: self.hub,
            _request: request,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Performs prediction on the data in the request.
    /// 
    /// Responses are very similar to requests. There are two top-level fields,
    /// each of which are JSON lists:
    /// 
    /// <dl>
    ///   <dt>predictions</dt>
    ///   <dd>The list of predictions, one per instance in the request.</dd>
    ///   <dt>error</dt>
    ///   <dd>An error message returned instead of a prediction list if any
    ///       instance produced an error.</dd>
    /// </dl>
    /// 
    /// If the call is successful, the response body will contain one prediction
    /// entry per instance in the request body. If prediction fails for any
    /// instance, the response body will contain no predictions and will contian
    /// a single error entry instead.
    /// 
    /// Even though there is one prediction per instance, the format of a
    /// prediction is not directly related to the format of an instance.
    /// Predictions take whatever format is specified in the outputs collection
    /// defined in the model. The collection of predictions is returned in a JSON
    /// list. Each member of the list can be a simple value, a list, or a JSON
    /// object of any complexity. If your model has more than one output tensor,
    /// each prediction will be a JSON object containing a name/value pair for each
    /// output. The names identify the output aliases in the graph.
    /// 
    /// The following examples show some possible responses:
    /// 
    /// A simple set of predictions for three input instances, where each
    /// prediction is an integer value:
    /// <pre>
    /// {"predictions": [5, 4, 3]}
    /// </pre>
    /// A more complex set of predictions, each containing two named values that
    /// correspond to output tensors, named **label** and **scores** respectively.
    /// The value of **label** is the predicted category ("car" or "beach") and
    /// **scores** contains a list of probabilities for that instance across the
    /// possible categories.
    /// <pre>
    /// {"predictions": [{"label": "beach", "scores": [0.1, 0.9]},
    ///                  {"label": "car", "scores": [0.75, 0.25]}]}
    /// </pre>
    /// A response when there is an error processing an input instance:
    /// <pre>
    /// {"error": "Divide by zero"}
    /// </pre>
    /// 
    /// # Arguments
    ///
    /// * `request` - No description provided.
    /// * `name` - Required. The resource name of a model or a version.
    ///            Authorization: requires `Viewer` role on the parent project.
    pub fn predict(&self, request: GoogleCloudMlV1beta1__PredictRequest, name: &str) -> ProjectPredictCall<'a, C, A> {
        ProjectPredictCall {
            hub: self.hub,
            _request: request,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Deletes a model.
    /// 
    /// You can only delete a model if there are no versions in it. You can delete
    /// versions by calling
    /// [projects.models.versions.delete](/ml/reference/rest/v1beta1/projects.models.versions/delete).
    /// 
    /// # Arguments
    ///
    /// * `name` - Required. The name of the model.
    ///            Authorization: requires `Editor` role on the parent project.
    pub fn models_delete(&self, name: &str) -> ProjectModelDeleteCall<'a, C, A> {
        ProjectModelDeleteCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Get the service account information associated with your project. You need
    /// this information in order to grant the service account persmissions for
    /// the Google Cloud Storage location where you put your model training code
    /// for training the model with Google Cloud Machine Learning.
    /// 
    /// # Arguments
    ///
    /// * `name` - Required. The project name.
    ///            Authorization: requires `Viewer` role on the specified project.
    pub fn get_config(&self, name: &str) -> ProjectGetConfigCall<'a, C, A> {
        ProjectGetConfigCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Describes a job.
    /// 
    /// # Arguments
    ///
    /// * `name` - Required. The name of the job to get the description of.
    ///            Authorization: requires `Viewer` role on the parent project.
    pub fn jobs_get(&self, name: &str) -> ProjectJobGetCall<'a, C, A> {
        ProjectJobGetCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Starts asynchronous cancellation on a long-running operation.  The server
    /// makes a best effort to cancel the operation, but success is not
    /// guaranteed.  If the server doesn't support this method, it returns
    /// `google.rpc.Code.UNIMPLEMENTED`.  Clients can use
    /// Operations.GetOperation or
    /// other methods to check whether the cancellation succeeded or whether the
    /// operation completed despite cancellation. On successful cancellation,
    /// the operation is not deleted; instead, it becomes an operation with
    /// an Operation.error value with a google.rpc.Status.code of 1,
    /// corresponding to `Code.CANCELLED`.
    /// 
    /// # Arguments
    ///
    /// * `name` - The name of the operation resource to be cancelled.
    pub fn operations_cancel(&self, name: &str) -> ProjectOperationCancelCall<'a, C, A> {
        ProjectOperationCancelCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Creates a model which will later contain one or more versions.
    /// 
    /// You must add at least one version before you can request predictions from
    /// the model. Add versions by calling
    /// [projects.models.versions.create](/ml/reference/rest/v1beta1/projects.models.versions/create).
    /// 
    /// # Arguments
    ///
    /// * `request` - No description provided.
    /// * `parent` - Required. The project name.
    ///              Authorization: requires `Editor` role on the specified project.
    pub fn models_create(&self, request: GoogleCloudMlV1beta1__Model, parent: &str) -> ProjectModelCreateCall<'a, C, A> {
        ProjectModelCreateCall {
            hub: self.hub,
            _request: request,
            _parent: parent.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Gets information about a model version.
    /// 
    /// Models can have multiple versions. You can call
    /// [projects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.versions/list)
    /// to get the same information that this method returns for all of the
    /// versions of a model.
    /// 
    /// # Arguments
    ///
    /// * `name` - Required. The name of the version.
    ///            Authorization: requires `Viewer` role on the parent project.
    pub fn models_versions_get(&self, name: &str) -> ProjectModelVersionGetCall<'a, C, A> {
        ProjectModelVersionGetCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Lists the jobs in the project.
    /// 
    /// # Arguments
    ///
    /// * `parent` - Required. The name of the project for which to list jobs.
    ///              Authorization: requires `Viewer` role on the specified project.
    pub fn jobs_list(&self, parent: &str) -> ProjectJobListCall<'a, C, A> {
        ProjectJobListCall {
            hub: self.hub,
            _parent: parent.to_string(),
            _page_token: Default::default(),
            _page_size: Default::default(),
            _filter: Default::default(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Cancels a running job.
    /// 
    /// # Arguments
    ///
    /// * `request` - No description provided.
    /// * `name` - Required. The name of the job to cancel.
    ///            Authorization: requires `Editor` role on the parent project.
    pub fn jobs_cancel(&self, request: GoogleCloudMlV1beta1__CancelJobRequest, name: &str) -> ProjectJobCancelCall<'a, C, A> {
        ProjectJobCancelCall {
            hub: self.hub,
            _request: request,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Gets information about a model, including its name, the description (if
    /// set), and the default version (if at least one version of the model has
    /// been deployed).
    /// 
    /// # Arguments
    ///
    /// * `name` - Required. The name of the model.
    ///            Authorization: requires `Viewer` role on the parent project.
    pub fn models_get(&self, name: &str) -> ProjectModelGetCall<'a, C, A> {
        ProjectModelGetCall {
            hub: self.hub,
            _name: name.to_string(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
    
    /// Create a builder to help you perform the following task:
    ///
    /// Lists the models in a project.
    /// 
    /// Each project can contain multiple models, and each model can have multiple
    /// versions.
    /// 
    /// # Arguments
    ///
    /// * `parent` - Required. The name of the project whose models are to be listed.
    ///              Authorization: requires `Viewer` role on the specified project.
    pub fn models_list(&self, parent: &str) -> ProjectModelListCall<'a, C, A> {
        ProjectModelListCall {
            hub: self.hub,
            _parent: parent.to_string(),
            _page_token: Default::default(),
            _page_size: Default::default(),
            _delegate: Default::default(),
            _scopes: Default::default(),
            _additional_params: Default::default(),
        }
    }
}





// ###################
// CallBuilders   ###
// #################

/// Lists operations that match the specified filter in the request. If the
/// server doesn't support this method, it returns `UNIMPLEMENTED`.
/// 
/// NOTE: the `name` binding below allows API services to override the binding
/// to use different resource name schemes, such as `users/*/operations`.
///
/// A builder for the *operations.list* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().operations_list("name")
///              .page_token("sed")
///              .page_size(-85)
///              .filter("dolores")
///              .doit();
/// # }
/// ```
pub struct ProjectOperationListCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _page_token: Option<String>,
    _page_size: Option<i32>,
    _filter: Option<String>,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectOperationListCall<'a, C, A> {}

impl<'a, C, A> ProjectOperationListCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleLongrunning__ListOperationsResponse)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.operations.list",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((6 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        if let Some(value) = self._page_token {
            params.push(("pageToken", value.to_string()));
        }
        if let Some(value) = self._page_size {
            params.push(("pageSize", value.to_string()));
        }
        if let Some(value) = self._filter {
            params.push(("filter", value.to_string()));
        }
        for &field in ["alt", "name", "pageToken", "pageSize", "filter"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}/operations".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// The name of the operation collection.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectOperationListCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The standard list page token.
    ///
    /// Sets the *page token* query property to the given value.
    pub fn page_token(mut self, new_value: &str) -> ProjectOperationListCall<'a, C, A> {
        self._page_token = Some(new_value.to_string());
        self
    }
    /// The standard list page size.
    ///
    /// Sets the *page size* query property to the given value.
    pub fn page_size(mut self, new_value: i32) -> ProjectOperationListCall<'a, C, A> {
        self._page_size = Some(new_value);
        self
    }
    /// The standard list filter.
    ///
    /// Sets the *filter* query property to the given value.
    pub fn filter(mut self, new_value: &str) -> ProjectOperationListCall<'a, C, A> {
        self._filter = Some(new_value.to_string());
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectOperationListCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectOperationListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectOperationListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Deletes a long-running operation. This method indicates that the client is
/// no longer interested in the operation result. It does not cancel the
/// operation. If the server doesn't support this method, it returns
/// `google.rpc.Code.UNIMPLEMENTED`.
///
/// A builder for the *operations.delete* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().operations_delete("name")
///              .doit();
/// # }
/// ```
pub struct ProjectOperationDeleteCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectOperationDeleteCall<'a, C, A> {}

impl<'a, C, A> ProjectOperationDeleteCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleProtobuf__Empty)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.operations.delete",
                               http_method: hyper::method::Method::Delete });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Delete, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// The name of the operation resource to be deleted.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectOperationDeleteCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectOperationDeleteCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectOperationDeleteCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectOperationDeleteCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Creates a new version of a model from a trained TensorFlow model.
/// 
/// If the version created in the cloud by this call is the first deployed
/// version of the specified model, it will be made the default version of the
/// model. When you add a version to a model that already has one or more
/// versions, the default version does not automatically change. If you want a
/// new version to be the default, you must call
/// [projects.models.versions.setDefault](/ml/reference/rest/v1beta1/projects.models.versions/setDefault).
///
/// A builder for the *models.versions.create* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// use ml1_beta1::GoogleCloudMlV1beta1__Version;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // As the method needs a request, you would usually fill it with the desired information
/// // into the respective structure. Some of the parts shown here might not be applicable !
/// // Values shown here are possibly random and not representative !
/// let mut req = GoogleCloudMlV1beta1__Version::default();
/// 
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_versions_create(req, "parent")
///              .doit();
/// # }
/// ```
pub struct ProjectModelVersionCreateCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _request: GoogleCloudMlV1beta1__Version,
    _parent: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelVersionCreateCall<'a, C, A> {}

impl<'a, C, A> ProjectModelVersionCreateCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleLongrunning__Operation)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.versions.create",
                               http_method: hyper::method::Method::Post });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((4 + self._additional_params.len()));
        params.push(("parent", self._parent.to_string()));
        for &field in ["alt", "parent"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+parent}/versions".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+parent}", "parent")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["parent"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }

        let mut json_mime_type = mime::Mime(mime::TopLevel::Application, mime::SubLevel::Json, Default::default());
        let mut request_value_reader =
            {
                let mut value = json::value::to_value(&self._request);
                remove_json_null_values(&mut value);
                let mut dst = io::Cursor::new(Vec::with_capacity(128));
                json::to_writer(&mut dst, &value).unwrap();
                dst
            };
        let request_size = request_value_reader.seek(io::SeekFrom::End(0)).unwrap();
        request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();


        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Post, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone())
                    .header(ContentType(json_mime_type.clone()))
                    .header(ContentLength(request_size as u64))
                    .body(&mut request_value_reader);

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    ///
    /// Sets the *request* property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn request(mut self, new_value: GoogleCloudMlV1beta1__Version) -> ProjectModelVersionCreateCall<'a, C, A> {
        self._request = new_value;
        self
    }
    /// Required. The name of the model.
    /// 
    /// Authorization: requires `Editor` role on the parent project.
    ///
    /// Sets the *parent* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn parent(mut self, new_value: &str) -> ProjectModelVersionCreateCall<'a, C, A> {
        self._parent = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelVersionCreateCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelVersionCreateCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelVersionCreateCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Gets basic information about all the versions of a model.
/// 
/// If you expect that a model has a lot of versions, or if you need to handle
/// only a limited number of results at a time, you can request that the list
/// be retrieved in batches (called pages):
///
/// A builder for the *models.versions.list* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_versions_list("parent")
///              .page_token("justo")
///              .page_size(-1)
///              .doit();
/// # }
/// ```
pub struct ProjectModelVersionListCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _parent: String,
    _page_token: Option<String>,
    _page_size: Option<i32>,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelVersionListCall<'a, C, A> {}

impl<'a, C, A> ProjectModelVersionListCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__ListVersionsResponse)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.versions.list",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((5 + self._additional_params.len()));
        params.push(("parent", self._parent.to_string()));
        if let Some(value) = self._page_token {
            params.push(("pageToken", value.to_string()));
        }
        if let Some(value) = self._page_size {
            params.push(("pageSize", value.to_string()));
        }
        for &field in ["alt", "parent", "pageToken", "pageSize"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+parent}/versions".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+parent}", "parent")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["parent"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the model for which to list the version.
    /// 
    /// Authorization: requires `Viewer` role on the parent project.
    ///
    /// Sets the *parent* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn parent(mut self, new_value: &str) -> ProjectModelVersionListCall<'a, C, A> {
        self._parent = new_value.to_string();
        self
    }
    /// Optional. A page token to request the next page of results.
    /// 
    /// You get the token from the `next_page_token` field of the response from
    /// the previous call.
    ///
    /// Sets the *page token* query property to the given value.
    pub fn page_token(mut self, new_value: &str) -> ProjectModelVersionListCall<'a, C, A> {
        self._page_token = Some(new_value.to_string());
        self
    }
    /// Optional. The number of versions to retrieve per "page" of results. If
    /// there are more remaining results than this number, the response message
    /// will contain a valid value in the `next_page_token` field.
    /// 
    /// The default value is 20, and the maximum page size is 100.
    ///
    /// Sets the *page size* query property to the given value.
    pub fn page_size(mut self, new_value: i32) -> ProjectModelVersionListCall<'a, C, A> {
        self._page_size = Some(new_value);
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelVersionListCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelVersionListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelVersionListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Gets the latest state of a long-running operation.  Clients can use this
/// method to poll the operation result at intervals as recommended by the API
/// service.
///
/// A builder for the *operations.get* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().operations_get("name")
///              .doit();
/// # }
/// ```
pub struct ProjectOperationGetCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectOperationGetCall<'a, C, A> {}

impl<'a, C, A> ProjectOperationGetCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleLongrunning__Operation)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.operations.get",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// The name of the operation resource.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectOperationGetCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectOperationGetCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectOperationGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectOperationGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Deletes a model version.
/// 
/// Each model can have multiple versions deployed and in use at any given
/// time. Use this method to remove a single version.
/// 
/// Note: You cannot delete the version that is set as the default version
/// of the model unless it is the only remaining version.
///
/// A builder for the *models.versions.delete* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_versions_delete("name")
///              .doit();
/// # }
/// ```
pub struct ProjectModelVersionDeleteCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelVersionDeleteCall<'a, C, A> {}

impl<'a, C, A> ProjectModelVersionDeleteCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleLongrunning__Operation)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.versions.delete",
                               http_method: hyper::method::Method::Delete });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Delete, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the version. You can get the names of all the
    /// versions of a model by calling
    /// [projects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.versions/list).
    /// 
    /// Authorization: requires `Editor` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectModelVersionDeleteCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelVersionDeleteCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelVersionDeleteCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelVersionDeleteCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Creates a training or a batch prediction job.
///
/// A builder for the *jobs.create* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// use ml1_beta1::GoogleCloudMlV1beta1__Job;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // As the method needs a request, you would usually fill it with the desired information
/// // into the respective structure. Some of the parts shown here might not be applicable !
/// // Values shown here are possibly random and not representative !
/// let mut req = GoogleCloudMlV1beta1__Job::default();
/// 
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().jobs_create(req, "parent")
///              .doit();
/// # }
/// ```
pub struct ProjectJobCreateCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _request: GoogleCloudMlV1beta1__Job,
    _parent: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectJobCreateCall<'a, C, A> {}

impl<'a, C, A> ProjectJobCreateCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__Job)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.jobs.create",
                               http_method: hyper::method::Method::Post });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((4 + self._additional_params.len()));
        params.push(("parent", self._parent.to_string()));
        for &field in ["alt", "parent"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+parent}/jobs".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+parent}", "parent")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["parent"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }

        let mut json_mime_type = mime::Mime(mime::TopLevel::Application, mime::SubLevel::Json, Default::default());
        let mut request_value_reader =
            {
                let mut value = json::value::to_value(&self._request);
                remove_json_null_values(&mut value);
                let mut dst = io::Cursor::new(Vec::with_capacity(128));
                json::to_writer(&mut dst, &value).unwrap();
                dst
            };
        let request_size = request_value_reader.seek(io::SeekFrom::End(0)).unwrap();
        request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();


        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Post, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone())
                    .header(ContentType(json_mime_type.clone()))
                    .header(ContentLength(request_size as u64))
                    .body(&mut request_value_reader);

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    ///
    /// Sets the *request* property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn request(mut self, new_value: GoogleCloudMlV1beta1__Job) -> ProjectJobCreateCall<'a, C, A> {
        self._request = new_value;
        self
    }
    /// Required. The project name.
    /// 
    /// Authorization: requires `Editor` role on the specified project.
    ///
    /// Sets the *parent* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn parent(mut self, new_value: &str) -> ProjectJobCreateCall<'a, C, A> {
        self._parent = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectJobCreateCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectJobCreateCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectJobCreateCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Designates a version to be the default for the model.
/// 
/// The default version is used for prediction requests made against the model
/// that don't specify a version.
/// 
/// The first version to be created for a model is automatically set as the
/// default. You must make any subsequent changes to the default version
/// setting manually using this method.
///
/// A builder for the *models.versions.setDefault* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// use ml1_beta1::GoogleCloudMlV1beta1__SetDefaultVersionRequest;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // As the method needs a request, you would usually fill it with the desired information
/// // into the respective structure. Some of the parts shown here might not be applicable !
/// // Values shown here are possibly random and not representative !
/// let mut req = GoogleCloudMlV1beta1__SetDefaultVersionRequest::default();
/// 
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_versions_set_default(req, "name")
///              .doit();
/// # }
/// ```
pub struct ProjectModelVersionSetDefaultCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _request: GoogleCloudMlV1beta1__SetDefaultVersionRequest,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelVersionSetDefaultCall<'a, C, A> {}

impl<'a, C, A> ProjectModelVersionSetDefaultCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__Version)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.versions.setDefault",
                               http_method: hyper::method::Method::Post });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((4 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}:setDefault".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }

        let mut json_mime_type = mime::Mime(mime::TopLevel::Application, mime::SubLevel::Json, Default::default());
        let mut request_value_reader =
            {
                let mut value = json::value::to_value(&self._request);
                remove_json_null_values(&mut value);
                let mut dst = io::Cursor::new(Vec::with_capacity(128));
                json::to_writer(&mut dst, &value).unwrap();
                dst
            };
        let request_size = request_value_reader.seek(io::SeekFrom::End(0)).unwrap();
        request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();


        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Post, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone())
                    .header(ContentType(json_mime_type.clone()))
                    .header(ContentLength(request_size as u64))
                    .body(&mut request_value_reader);

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    ///
    /// Sets the *request* property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn request(mut self, new_value: GoogleCloudMlV1beta1__SetDefaultVersionRequest) -> ProjectModelVersionSetDefaultCall<'a, C, A> {
        self._request = new_value;
        self
    }
    /// Required. The name of the version to make the default for the model. You
    /// can get the names of all the versions of a model by calling
    /// [projects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.versions/list).
    /// 
    /// Authorization: requires `Editor` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectModelVersionSetDefaultCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelVersionSetDefaultCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelVersionSetDefaultCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelVersionSetDefaultCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Performs prediction on the data in the request.
/// 
/// Responses are very similar to requests. There are two top-level fields,
/// each of which are JSON lists:
/// 
/// <dl>
///   <dt>predictions</dt>
///   <dd>The list of predictions, one per instance in the request.</dd>
///   <dt>error</dt>
///   <dd>An error message returned instead of a prediction list if any
///       instance produced an error.</dd>
/// </dl>
/// 
/// If the call is successful, the response body will contain one prediction
/// entry per instance in the request body. If prediction fails for any
/// instance, the response body will contain no predictions and will contian
/// a single error entry instead.
/// 
/// Even though there is one prediction per instance, the format of a
/// prediction is not directly related to the format of an instance.
/// Predictions take whatever format is specified in the outputs collection
/// defined in the model. The collection of predictions is returned in a JSON
/// list. Each member of the list can be a simple value, a list, or a JSON
/// object of any complexity. If your model has more than one output tensor,
/// each prediction will be a JSON object containing a name/value pair for each
/// output. The names identify the output aliases in the graph.
/// 
/// The following examples show some possible responses:
/// 
/// A simple set of predictions for three input instances, where each
/// prediction is an integer value:
/// <pre>
/// {"predictions": [5, 4, 3]}
/// </pre>
/// A more complex set of predictions, each containing two named values that
/// correspond to output tensors, named **label** and **scores** respectively.
/// The value of **label** is the predicted category ("car" or "beach") and
/// **scores** contains a list of probabilities for that instance across the
/// possible categories.
/// <pre>
/// {"predictions": [{"label": "beach", "scores": [0.1, 0.9]},
///                  {"label": "car", "scores": [0.75, 0.25]}]}
/// </pre>
/// A response when there is an error processing an input instance:
/// <pre>
/// {"error": "Divide by zero"}
/// </pre>
///
/// A builder for the *predict* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// use ml1_beta1::GoogleCloudMlV1beta1__PredictRequest;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // As the method needs a request, you would usually fill it with the desired information
/// // into the respective structure. Some of the parts shown here might not be applicable !
/// // Values shown here are possibly random and not representative !
/// let mut req = GoogleCloudMlV1beta1__PredictRequest::default();
/// 
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().predict(req, "name")
///              .doit();
/// # }
/// ```
pub struct ProjectPredictCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _request: GoogleCloudMlV1beta1__PredictRequest,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectPredictCall<'a, C, A> {}

impl<'a, C, A> ProjectPredictCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleApi__HttpBody)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.predict",
                               http_method: hyper::method::Method::Post });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((4 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}:predict".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }

        let mut json_mime_type = mime::Mime(mime::TopLevel::Application, mime::SubLevel::Json, Default::default());
        let mut request_value_reader =
            {
                let mut value = json::value::to_value(&self._request);
                remove_json_null_values(&mut value);
                let mut dst = io::Cursor::new(Vec::with_capacity(128));
                json::to_writer(&mut dst, &value).unwrap();
                dst
            };
        let request_size = request_value_reader.seek(io::SeekFrom::End(0)).unwrap();
        request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();


        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Post, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone())
                    .header(ContentType(json_mime_type.clone()))
                    .header(ContentLength(request_size as u64))
                    .body(&mut request_value_reader);

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    ///
    /// Sets the *request* property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn request(mut self, new_value: GoogleCloudMlV1beta1__PredictRequest) -> ProjectPredictCall<'a, C, A> {
        self._request = new_value;
        self
    }
    /// Required. The resource name of a model or a version.
    /// 
    /// Authorization: requires `Viewer` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectPredictCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectPredictCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectPredictCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectPredictCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Deletes a model.
/// 
/// You can only delete a model if there are no versions in it. You can delete
/// versions by calling
/// [projects.models.versions.delete](/ml/reference/rest/v1beta1/projects.models.versions/delete).
///
/// A builder for the *models.delete* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_delete("name")
///              .doit();
/// # }
/// ```
pub struct ProjectModelDeleteCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelDeleteCall<'a, C, A> {}

impl<'a, C, A> ProjectModelDeleteCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleLongrunning__Operation)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.delete",
                               http_method: hyper::method::Method::Delete });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Delete, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the model.
    /// 
    /// Authorization: requires `Editor` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectModelDeleteCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelDeleteCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelDeleteCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelDeleteCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Get the service account information associated with your project. You need
/// this information in order to grant the service account persmissions for
/// the Google Cloud Storage location where you put your model training code
/// for training the model with Google Cloud Machine Learning.
///
/// A builder for the *getConfig* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().get_config("name")
///              .doit();
/// # }
/// ```
pub struct ProjectGetConfigCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectGetConfigCall<'a, C, A> {}

impl<'a, C, A> ProjectGetConfigCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__GetConfigResponse)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.getConfig",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}:getConfig".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The project name.
    /// 
    /// Authorization: requires `Viewer` role on the specified project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectGetConfigCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectGetConfigCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectGetConfigCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectGetConfigCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Describes a job.
///
/// A builder for the *jobs.get* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().jobs_get("name")
///              .doit();
/// # }
/// ```
pub struct ProjectJobGetCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectJobGetCall<'a, C, A> {}

impl<'a, C, A> ProjectJobGetCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__Job)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.jobs.get",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the job to get the description of.
    /// 
    /// Authorization: requires `Viewer` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectJobGetCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectJobGetCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectJobGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectJobGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Starts asynchronous cancellation on a long-running operation.  The server
/// makes a best effort to cancel the operation, but success is not
/// guaranteed.  If the server doesn't support this method, it returns
/// `google.rpc.Code.UNIMPLEMENTED`.  Clients can use
/// Operations.GetOperation or
/// other methods to check whether the cancellation succeeded or whether the
/// operation completed despite cancellation. On successful cancellation,
/// the operation is not deleted; instead, it becomes an operation with
/// an Operation.error value with a google.rpc.Status.code of 1,
/// corresponding to `Code.CANCELLED`.
///
/// A builder for the *operations.cancel* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().operations_cancel("name")
///              .doit();
/// # }
/// ```
pub struct ProjectOperationCancelCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectOperationCancelCall<'a, C, A> {}

impl<'a, C, A> ProjectOperationCancelCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleProtobuf__Empty)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.operations.cancel",
                               http_method: hyper::method::Method::Post });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}:cancel".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Post, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// The name of the operation resource to be cancelled.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectOperationCancelCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectOperationCancelCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectOperationCancelCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectOperationCancelCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Creates a model which will later contain one or more versions.
/// 
/// You must add at least one version before you can request predictions from
/// the model. Add versions by calling
/// [projects.models.versions.create](/ml/reference/rest/v1beta1/projects.models.versions/create).
///
/// A builder for the *models.create* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// use ml1_beta1::GoogleCloudMlV1beta1__Model;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // As the method needs a request, you would usually fill it with the desired information
/// // into the respective structure. Some of the parts shown here might not be applicable !
/// // Values shown here are possibly random and not representative !
/// let mut req = GoogleCloudMlV1beta1__Model::default();
/// 
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_create(req, "parent")
///              .doit();
/// # }
/// ```
pub struct ProjectModelCreateCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _request: GoogleCloudMlV1beta1__Model,
    _parent: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelCreateCall<'a, C, A> {}

impl<'a, C, A> ProjectModelCreateCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__Model)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.create",
                               http_method: hyper::method::Method::Post });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((4 + self._additional_params.len()));
        params.push(("parent", self._parent.to_string()));
        for &field in ["alt", "parent"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+parent}/models".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+parent}", "parent")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["parent"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }

        let mut json_mime_type = mime::Mime(mime::TopLevel::Application, mime::SubLevel::Json, Default::default());
        let mut request_value_reader =
            {
                let mut value = json::value::to_value(&self._request);
                remove_json_null_values(&mut value);
                let mut dst = io::Cursor::new(Vec::with_capacity(128));
                json::to_writer(&mut dst, &value).unwrap();
                dst
            };
        let request_size = request_value_reader.seek(io::SeekFrom::End(0)).unwrap();
        request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();


        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Post, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone())
                    .header(ContentType(json_mime_type.clone()))
                    .header(ContentLength(request_size as u64))
                    .body(&mut request_value_reader);

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    ///
    /// Sets the *request* property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn request(mut self, new_value: GoogleCloudMlV1beta1__Model) -> ProjectModelCreateCall<'a, C, A> {
        self._request = new_value;
        self
    }
    /// Required. The project name.
    /// 
    /// Authorization: requires `Editor` role on the specified project.
    ///
    /// Sets the *parent* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn parent(mut self, new_value: &str) -> ProjectModelCreateCall<'a, C, A> {
        self._parent = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelCreateCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelCreateCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelCreateCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Gets information about a model version.
/// 
/// Models can have multiple versions. You can call
/// [projects.models.versions.list](/ml/reference/rest/v1beta1/projects.models.versions/list)
/// to get the same information that this method returns for all of the
/// versions of a model.
///
/// A builder for the *models.versions.get* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_versions_get("name")
///              .doit();
/// # }
/// ```
pub struct ProjectModelVersionGetCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelVersionGetCall<'a, C, A> {}

impl<'a, C, A> ProjectModelVersionGetCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__Version)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.versions.get",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the version.
    /// 
    /// Authorization: requires `Viewer` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectModelVersionGetCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelVersionGetCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelVersionGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelVersionGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Lists the jobs in the project.
///
/// A builder for the *jobs.list* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().jobs_list("parent")
///              .page_token("et")
///              .page_size(-17)
///              .filter("diam")
///              .doit();
/// # }
/// ```
pub struct ProjectJobListCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _parent: String,
    _page_token: Option<String>,
    _page_size: Option<i32>,
    _filter: Option<String>,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectJobListCall<'a, C, A> {}

impl<'a, C, A> ProjectJobListCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__ListJobsResponse)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.jobs.list",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((6 + self._additional_params.len()));
        params.push(("parent", self._parent.to_string()));
        if let Some(value) = self._page_token {
            params.push(("pageToken", value.to_string()));
        }
        if let Some(value) = self._page_size {
            params.push(("pageSize", value.to_string()));
        }
        if let Some(value) = self._filter {
            params.push(("filter", value.to_string()));
        }
        for &field in ["alt", "parent", "pageToken", "pageSize", "filter"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+parent}/jobs".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+parent}", "parent")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["parent"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the project for which to list jobs.
    /// 
    /// Authorization: requires `Viewer` role on the specified project.
    ///
    /// Sets the *parent* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn parent(mut self, new_value: &str) -> ProjectJobListCall<'a, C, A> {
        self._parent = new_value.to_string();
        self
    }
    /// Optional. A page token to request the next page of results.
    /// 
    /// You get the token from the `next_page_token` field of the response from
    /// the previous call.
    ///
    /// Sets the *page token* query property to the given value.
    pub fn page_token(mut self, new_value: &str) -> ProjectJobListCall<'a, C, A> {
        self._page_token = Some(new_value.to_string());
        self
    }
    /// Optional. The number of jobs to retrieve per "page" of results. If there
    /// are more remaining results than this number, the response message will
    /// contain a valid value in the `next_page_token` field.
    /// 
    /// The default value is 20, and the maximum page size is 100.
    ///
    /// Sets the *page size* query property to the given value.
    pub fn page_size(mut self, new_value: i32) -> ProjectJobListCall<'a, C, A> {
        self._page_size = Some(new_value);
        self
    }
    /// Optional. Specifies the subset of jobs to retrieve.
    ///
    /// Sets the *filter* query property to the given value.
    pub fn filter(mut self, new_value: &str) -> ProjectJobListCall<'a, C, A> {
        self._filter = Some(new_value.to_string());
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectJobListCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectJobListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectJobListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Cancels a running job.
///
/// A builder for the *jobs.cancel* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// use ml1_beta1::GoogleCloudMlV1beta1__CancelJobRequest;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // As the method needs a request, you would usually fill it with the desired information
/// // into the respective structure. Some of the parts shown here might not be applicable !
/// // Values shown here are possibly random and not representative !
/// let mut req = GoogleCloudMlV1beta1__CancelJobRequest::default();
/// 
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().jobs_cancel(req, "name")
///              .doit();
/// # }
/// ```
pub struct ProjectJobCancelCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _request: GoogleCloudMlV1beta1__CancelJobRequest,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectJobCancelCall<'a, C, A> {}

impl<'a, C, A> ProjectJobCancelCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleProtobuf__Empty)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.jobs.cancel",
                               http_method: hyper::method::Method::Post });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((4 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}:cancel".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }

        let mut json_mime_type = mime::Mime(mime::TopLevel::Application, mime::SubLevel::Json, Default::default());
        let mut request_value_reader =
            {
                let mut value = json::value::to_value(&self._request);
                remove_json_null_values(&mut value);
                let mut dst = io::Cursor::new(Vec::with_capacity(128));
                json::to_writer(&mut dst, &value).unwrap();
                dst
            };
        let request_size = request_value_reader.seek(io::SeekFrom::End(0)).unwrap();
        request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();


        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            request_value_reader.seek(io::SeekFrom::Start(0)).unwrap();
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Post, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone())
                    .header(ContentType(json_mime_type.clone()))
                    .header(ContentLength(request_size as u64))
                    .body(&mut request_value_reader);

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    ///
    /// Sets the *request* property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn request(mut self, new_value: GoogleCloudMlV1beta1__CancelJobRequest) -> ProjectJobCancelCall<'a, C, A> {
        self._request = new_value;
        self
    }
    /// Required. The name of the job to cancel.
    /// 
    /// Authorization: requires `Editor` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectJobCancelCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectJobCancelCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectJobCancelCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectJobCancelCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Gets information about a model, including its name, the description (if
/// set), and the default version (if at least one version of the model has
/// been deployed).
///
/// A builder for the *models.get* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_get("name")
///              .doit();
/// # }
/// ```
pub struct ProjectModelGetCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _name: String,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelGetCall<'a, C, A> {}

impl<'a, C, A> ProjectModelGetCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__Model)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.get",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((3 + self._additional_params.len()));
        params.push(("name", self._name.to_string()));
        for &field in ["alt", "name"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+name}".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+name}", "name")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["name"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the model.
    /// 
    /// Authorization: requires `Viewer` role on the parent project.
    ///
    /// Sets the *name* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn name(mut self, new_value: &str) -> ProjectModelGetCall<'a, C, A> {
        self._name = new_value.to_string();
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelGetCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelGetCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


/// Lists the models in a project.
/// 
/// Each project can contain multiple models, and each model can have multiple
/// versions.
///
/// A builder for the *models.list* method supported by a *project* resource.
/// It is not used directly, but through a `ProjectMethods` instance.
///
/// # Example
///
/// Instantiate a resource method builder
///
/// ```test_harness,no_run
/// # extern crate hyper;
/// # extern crate yup_oauth2 as oauth2;
/// # extern crate google_ml1_beta1 as ml1_beta1;
/// # #[test] fn egal() {
/// # use std::default::Default;
/// # use oauth2::{Authenticator, DefaultAuthenticatorDelegate, ApplicationSecret, MemoryStorage};
/// # use ml1_beta1::CloudMachineLearning;
/// 
/// # let secret: ApplicationSecret = Default::default();
/// # let auth = Authenticator::new(&secret, DefaultAuthenticatorDelegate,
/// #                               hyper::Client::new(),
/// #                               <MemoryStorage as Default>::default(), None);
/// # let mut hub = CloudMachineLearning::new(hyper::Client::new(), auth);
/// // You can configure optional parameters by calling the respective setters at will, and
/// // execute the final call using `doit()`.
/// // Values shown here are possibly random and not representative !
/// let result = hub.projects().models_list("parent")
///              .page_token("duo")
///              .page_size(-32)
///              .doit();
/// # }
/// ```
pub struct ProjectModelListCall<'a, C, A>
    where C: 'a, A: 'a {

    hub: &'a CloudMachineLearning<C, A>,
    _parent: String,
    _page_token: Option<String>,
    _page_size: Option<i32>,
    _delegate: Option<&'a mut Delegate>,
    _additional_params: HashMap<String, String>,
    _scopes: BTreeMap<String, ()>
}

impl<'a, C, A> CallBuilder for ProjectModelListCall<'a, C, A> {}

impl<'a, C, A> ProjectModelListCall<'a, C, A> where C: BorrowMut<hyper::Client>, A: oauth2::GetToken {


    /// Perform the operation you have build so far.
    pub fn doit(mut self) -> Result<(hyper::client::Response, GoogleCloudMlV1beta1__ListModelsResponse)> {
        use url::percent_encoding::{percent_encode, DEFAULT_ENCODE_SET};
        use std::io::{Read, Seek};
        use hyper::header::{ContentType, ContentLength, Authorization, Bearer, UserAgent, Location};
        let mut dd = DefaultDelegate;
        let mut dlg: &mut Delegate = match self._delegate {
            Some(d) => d,
            None => &mut dd
        };
        dlg.begin(MethodInfo { id: "ml.projects.models.list",
                               http_method: hyper::method::Method::Get });
        let mut params: Vec<(&str, String)> = Vec::with_capacity((5 + self._additional_params.len()));
        params.push(("parent", self._parent.to_string()));
        if let Some(value) = self._page_token {
            params.push(("pageToken", value.to_string()));
        }
        if let Some(value) = self._page_size {
            params.push(("pageSize", value.to_string()));
        }
        for &field in ["alt", "parent", "pageToken", "pageSize"].iter() {
            if self._additional_params.contains_key(field) {
                dlg.finished(false);
                return Err(Error::FieldClash(field));
            }
        }
        for (name, value) in self._additional_params.iter() {
            params.push((&name, value.clone()));
        }

        params.push(("alt", "json".to_string()));

        let mut url = "https://ml.googleapis.com/v1beta1/{+parent}/models".to_string();
        if self._scopes.len() == 0 {
            self._scopes.insert(Scope::CloudPlatform.as_ref().to_string(), ());
        }

        for &(find_this, param_name) in [("{+parent}", "parent")].iter() {
            let mut replace_with = String::new();
            for &(name, ref value) in params.iter() {
                if name == param_name {
                    replace_with = value.to_string();
                    break;
                }
            }
            if find_this.as_bytes()[1] == '+' as u8 {
                replace_with = percent_encode(replace_with.as_bytes(), DEFAULT_ENCODE_SET);
            }
            url = url.replace(find_this, &replace_with);
        }
        {
            let mut indices_for_removal: Vec<usize> = Vec::with_capacity(1);
            for param_name in ["parent"].iter() {
                if let Some(index) = params.iter().position(|t| &t.0 == param_name) {
                    indices_for_removal.push(index);
                }
            }
            for &index in indices_for_removal.iter() {
                params.remove(index);
            }
        }

        if params.len() > 0 {
            url.push('?');
            url.push_str(&url::form_urlencoded::serialize(params));
        }



        loop {
            let token = match self.hub.auth.borrow_mut().token(self._scopes.keys()) {
                Ok(token) => token,
                Err(err) => {
                    match  dlg.token(&*err) {
                        Some(token) => token,
                        None => {
                            dlg.finished(false);
                            return Err(Error::MissingToken(err))
                        }
                    }
                }
            };
            let auth_header = Authorization(Bearer { token: token.access_token });
            let mut req_result = {
                let mut client = &mut *self.hub.client.borrow_mut();
                let mut req = client.borrow_mut().request(hyper::method::Method::Get, &url)
                    .header(UserAgent(self.hub._user_agent.clone()))
                    .header(auth_header.clone());

                dlg.pre_request();
                req.send()
            };

            match req_result {
                Err(err) => {
                    if let oauth2::Retry::After(d) = dlg.http_error(&err) {
                        sleep(d);
                        continue;
                    }
                    dlg.finished(false);
                    return Err(Error::HttpError(err))
                }
                Ok(mut res) => {
                    if !res.status.is_success() {
                        let mut json_err = String::new();
                        res.read_to_string(&mut json_err).unwrap();
                        if let oauth2::Retry::After(d) = dlg.http_failure(&res,
                                                              json::from_str(&json_err).ok(),
                                                              json::from_str(&json_err).ok()) {
                            sleep(d);
                            continue;
                        }
                        dlg.finished(false);
                        return match json::from_str::<ErrorResponse>(&json_err){
                            Err(_) => Err(Error::Failure(res)),
                            Ok(serr) => Err(Error::BadRequest(serr))
                        }
                    }
                    let result_value = {
                        let mut json_response = String::new();
                        res.read_to_string(&mut json_response).unwrap();
                        match json::from_str(&json_response) {
                            Ok(decoded) => (res, decoded),
                            Err(err) => {
                                dlg.response_json_decode_error(&json_response, &err);
                                return Err(Error::JsonDecodeError(json_response, err));
                            }
                        }
                    };

                    dlg.finished(true);
                    return Ok(result_value)
                }
            }
        }
    }


    /// Required. The name of the project whose models are to be listed.
    /// 
    /// Authorization: requires `Viewer` role on the specified project.
    ///
    /// Sets the *parent* path property to the given value.
    ///
    /// Even though the property as already been set when instantiating this call,
    /// we provide this method for API completeness.
    pub fn parent(mut self, new_value: &str) -> ProjectModelListCall<'a, C, A> {
        self._parent = new_value.to_string();
        self
    }
    /// Optional. A page token to request the next page of results.
    /// 
    /// You get the token from the `next_page_token` field of the response from
    /// the previous call.
    ///
    /// Sets the *page token* query property to the given value.
    pub fn page_token(mut self, new_value: &str) -> ProjectModelListCall<'a, C, A> {
        self._page_token = Some(new_value.to_string());
        self
    }
    /// Optional. The number of models to retrieve per "page" of results. If there
    /// are more remaining results than this number, the response message will
    /// contain a valid value in the `next_page_token` field.
    /// 
    /// The default value is 20, and the maximum page size is 100.
    ///
    /// Sets the *page size* query property to the given value.
    pub fn page_size(mut self, new_value: i32) -> ProjectModelListCall<'a, C, A> {
        self._page_size = Some(new_value);
        self
    }
    /// The delegate implementation is consulted whenever there is an intermediate result, or if something goes wrong
    /// while executing the actual API request.
    /// 
    /// It should be used to handle progress information, and to implement a certain level of resilience.
    ///
    /// Sets the *delegate* property to the given value.
    pub fn delegate(mut self, new_value: &'a mut Delegate) -> ProjectModelListCall<'a, C, A> {
        self._delegate = Some(new_value);
        self
    }

    /// Set any additional parameter of the query string used in the request.
    /// It should be used to set parameters which are not yet available through their own
    /// setters.
    ///
    /// Please note that this method must not be used to set any of the known paramters
    /// which have their own setter method. If done anyway, the request will fail.
    ///
    /// # Additional Parameters
    ///
    /// * *bearer_token* (query-string) - OAuth bearer token.
    /// * *pp* (query-boolean) - Pretty-print response.
    /// * *prettyPrint* (query-boolean) - Returns response with indentations and line breaks.
    /// * *upload_protocol* (query-string) - Upload protocol for media (e.g. "raw", "multipart").
    /// * *access_token* (query-string) - OAuth access token.
    /// * *fields* (query-string) - Selector specifying which fields to include in a partial response.
    /// * *quotaUser* (query-string) - Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters.
    /// * *callback* (query-string) - JSONP
    /// * *oauth_token* (query-string) - OAuth 2.0 token for the current user.
    /// * *key* (query-string) - API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.
    /// * *uploadType* (query-string) - Legacy upload protocol for media (e.g. "media", "multipart").
    /// * *alt* (query-string) - Data format for response.
    /// * *$.xgafv* (query-string) - V1 error format.
    pub fn param<T>(mut self, name: T, value: T) -> ProjectModelListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._additional_params.insert(name.as_ref().to_string(), value.as_ref().to_string());
        self
    }

    /// Identifies the authorization scope for the method you are building.
    ///
    /// Use this method to actively specify which scope should be used, instead the default `Scope` variant
    /// `Scope::CloudPlatform`.
    ///
    /// The `scope` will be added to a set of scopes. This is important as one can maintain access
    /// tokens for more than one scope.
    ///
    /// Usually there is more than one suitable scope to authorize an operation, some of which may
    /// encompass more rights than others. For example, for listing resources, a *read-only* scope will be
    /// sufficient, a read-write scope will do as well.
    pub fn add_scope<T>(mut self, scope: T) -> ProjectModelListCall<'a, C, A>
                                                        where T: AsRef<str> {
        self._scopes.insert(scope.as_ref().to_string(), ());
        self
    }
}


