/****************************************************************************
*
*    Copyright (c) 2020 Vivante Corporation
*
*    Permission is hereby granted, free of charge, to any person obtaining a
*    copy of this software and associated documentation files (the "Software"),
*    to deal in the Software without restriction, including without limitation
*    the rights to use, copy, modify, merge, publish, distribute, sublicense,
*    and/or sell copies of the Software, and to permit persons to whom the
*    Software is furnished to do so, subject to the following conditions:
*
*    The above copyright notice and this permission notice shall be included in
*    all copies or substantial portions of the Software.
*
*    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
*    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
*    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
*    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
*    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
*    FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
*    DEALINGS IN THE SOFTWARE.
*
*****************************************************************************/


#include <string.h>
#include <stdlib.h>

#include "vsi_nn_types.h"
#include "vsi_nn_log.h"
#include "vsi_nn_node.h"
#include "vsi_nn_prv.h"
#include "vsi_nn_ops.h"
#include "vsi_nn_tensor.h"
#include "utils/vsi_nn_util.h"
#include "kernel/vsi_nn_kernel.h"
#include "utils/vsi_nn_constraint_check.h"
/*
 Declare number of input and output.
 */
#define _INPUT_NUM          (1)
#define _OUTPUT_NUM         (1)

static vsi_status op_compute
    (
    vsi_nn_node_t * self,
    vsi_nn_tensor_t ** inputs,
    vsi_nn_tensor_t ** outputs
    )
{
    vsi_status status = VSI_FAILURE;
    vsi_nn_kernel_param_t * param = NULL;

    param = vsi_nn_kernel_param_create();

    vsi_nn_kernel_param_add_int32( param, "depth", self->nn_param.one_hot.depth );
    vsi_nn_kernel_param_add_float32( param, "on_value", self->nn_param.one_hot.on_value );
    vsi_nn_kernel_param_add_float32( param, "off_value", self->nn_param.one_hot.off_value );
    vsi_nn_kernel_param_add_int32( param, "axis", self->nn_param.one_hot.axis );

    self->n = (vx_node)vsi_nn_kernel_selector( self->graph, "one_hot",
        inputs, 1, outputs, 1, param );

    if( self->n )
    {
        status = VSI_SUCCESS;
    }

    vsi_nn_kernel_param_release( &param );

    return status;
} /* op_compute() */

static vsi_bool op_check
    (
    vsi_nn_node_t * self,
    vsi_nn_tensor_t ** inputs,
    vsi_nn_tensor_t ** outputs
    )
{
    BEGIN_IO_TYPE_DECL(ONE_HOT, 1, 1)
        /* IO_TYPE(INPUT, OUTPUT) */
        IO_TYPE(D_F32, D_F32)
        IO_TYPE(D_F32, D_F16)

        IO_TYPE(D_F16, D_F32)
        IO_TYPE(D_F16, D_F16)
        IO_TYPE(D_F16, D_U8|Q_ASYM)
        IO_TYPE(D_F16, D_I8|Q_DFP)
        IO_TYPE(D_F16, D_I16|Q_DFP)

        IO_TYPE(D_I32, D_F32)
        IO_TYPE(D_I32, D_F16)
        IO_TYPE(D_I32, D_U8|Q_ASYM)
        IO_TYPE(D_I32, D_I8|Q_DFP)
        IO_TYPE(D_I32, D_I16|Q_DFP)
        IO_TYPE(D_I32, D_I32)

        IO_TYPE(D_U8|Q_ASYM, D_U8|Q_ASYM)
        IO_TYPE(D_U8|Q_ASYM, D_F16)

        IO_TYPE(D_I8|Q_ASYM, D_I8|Q_ASYM)
        IO_TYPE(D_I8|Q_ASYM, D_F16)

        IO_TYPE(D_I8|Q_DFP, D_I8|Q_DFP)
        IO_TYPE(D_I8|Q_DFP, D_F16)

        IO_TYPE(D_I16|Q_DFP, D_I16|Q_DFP)
        IO_TYPE(D_I16|Q_DFP, D_F16)
    END_IO_TYPE_DECL(ONE_HOT)
    if (!VALIDATE_OP_IO_TYPES(ONE_HOT, self, inputs, self->input.num, outputs, self->output.num))
    {
        char* desc = generate_op_io_types_desc(inputs,
                self->input.num, outputs, self->output.num);
        VSILOGE("Inputs/Outputs data type not support: %s", desc);
        destroy_op_io_types_desc(desc);
        return FALSE;
    }

    return TRUE;
} /* op_check() */

static vsi_bool op_setup
    (
    vsi_nn_node_t * self,
    vsi_nn_tensor_t ** inputs,
    vsi_nn_tensor_t ** outputs
    )
{
    vsi_nn_one_hot_param* p = &self->nn_param.one_hot;
    int32_t i = 0;
    int32_t axis = p->axis;
    int32_t depth = p->depth;

    if ( VSI_NN_DIM_AUTO == outputs[0]->attr.dim_num )
    {
        outputs[0]->attr.dim_num = inputs[0]->attr.dim_num + 1;
        axis = (axis == -1) ? 0 : axis;

        for (i = 0; i < (int32_t)outputs[0]->attr.dim_num; i++)
        {
            if ( i < axis)
            {
                outputs[0]->attr.size[i] = inputs[0]->attr.size[i];
            }
            else if ( i == axis)
            {
                outputs[0]->attr.size[i] = depth;
            }
            else
            {
                outputs[0]->attr.size[i] = inputs[0]->attr.size[i - 1];
            }
        }
    }

    return TRUE;
} /* op_setup() */

__BEGIN_DECLS

/* Registrar */
DEF_OP_REG
    (
    /* op_name    */ ONE_HOT,
    /* init       */ NULL,
    /* compute    */ op_compute,
    /* deinit     */ vsi_nn_op_common_deinit,
    /* check      */ op_check,
    /* setup      */ op_setup,
    /* optimize   */ NULL,
    /* input_num  */ _INPUT_NUM,
    /* output_num */ _OUTPUT_NUM
    );

__END_DECLS
