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15 results

disaggregation.py

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  • cmp_tool.c 19.84 KiB
    /**
     * @file   cmp_tool.c
     * @author Johannes Seelig (johannes.seelig@univie.ac.at)
     * @author Dominik Loidolt (dominik.loidolt@univie.ac.at)
     * @date   2020
     *
     * @copyright GPLv2
     * This program is free software; you can redistribute it and/or modify it
     * under the terms and conditions of the GNU General Public License,
     * version 2, as published by the Free Software Foundation.
     *
     * This program is distributed in the hope it will be useful, but WITHOUT
     * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
     * FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License for
     * more details.
     *
     * @brief command line tool for PLATO ICU/RDCU compression/decompression
     * @see README.md
     * @see Data Compression User Manual PLATO-UVIE-PL-UM-0001
     */
    
    #include <stdio.h>
    #include <stdlib.h>
    #include <limits.h>
    #include <getopt.h>
    #include <time.h>
    
    #include "include/cmp_tool_lib.h"
    #include "include/cmp_icu.h"
    #include "include/decmp.h"
    #include "include/cmp_guess.h"
    #include "include/cmp_entity.h"
    #include "include/rdcu_pkt_to_file.h"
    
    
    #define VERSION "0.07"
    
    #define BUFFER_LENGTH_DEF_FAKTOR 2
    
    
    #define DEFAULT_MODEL_ID 53264  /* random id  used as default */
    #define DEFAULT_MODEL_COUNTER 0
    
    
    /*
     * For long options that have no equivalent short option, use a
     * non-character as a pseudo short option, starting with CHAR_MAX + 1.
     */
    enum {
    	DIFF_CFG_OPTION = CHAR_MAX + 1,
    	GUESS_OPTION,
    	GUESS_LEVEL,
    	RDCU_PKT_OPTION,
    	LAST_INFO,
    	NO_HEADER,
    	MODEL_ID,
    	MODEL_COUTER,
    };
    
    static const struct option long_options[] = {
    	{"rdcu_par", no_argument, NULL, 'a'},
    	{"model_cfg", no_argument, NULL, 'n'},
    	{"help", no_argument, NULL, 'h'},
    	{"verbose", no_argument, NULL, 'v'},
    	{"version", no_argument, NULL, 'V'},
    	{"rdcu_pkt", no_argument, NULL, RDCU_PKT_OPTION},
    	{"diff_cfg", no_argument, NULL, DIFF_CFG_OPTION},
    	{"guess", required_argument, NULL, GUESS_OPTION},
    	{"guess_level", required_argument, NULL, GUESS_LEVEL},
    	{"last_info", required_argument, NULL, LAST_INFO},
    	{"no_header", no_argument, NULL, NO_HEADER},
    	{"model_id", required_argument, NULL, MODEL_ID},
    	{"model_counter", required_argument, NULL, MODEL_COUTER},
    	{NULL, 0, NULL, 0}
    };
    
    /* prefix of the generated output file names */
    static const char *output_prefix = DEFAULT_OUTPUT_PREFIX;
    
    /* if non zero additional RDCU parameters are included in the compression
     * configuration and decompression information files */
    static int print_rdcu_cfg;
    
    /* if non zero generate RDCU setup packets */
    static int rdcu_pkt_mode;
    
    /* file name of the last compression information file to generate parallel RDCU
     * setup packets */
    static const char *last_info_file_name;
    
    /* if non zero print additional verbose output */
    static int verbose_en;
    
    /* if non zero add a compression entity header in front of the compressed data */
    static int include_cmp_header = 1;
    
    /* find a good set of compression parameters for a given dataset */
    static int guess_cmp_pars(struct cmp_cfg *cfg, const char *guess_cmp_mode,
    			  int guess_level);
    
    /* compress the data and write the results to files */
    static int compression(struct cmp_cfg *cfg, struct cmp_info *info);
    
    /* decompress the data and write the results in file(s)*/
    static int decompression(uint32_t *cmp_data_adr, uint16_t *input_model_buf,
    			 struct cmp_info *info);
    
    /* model ID string set by the --model_id option */
    static const char *model_id_str;
    
    /* model counter string set by the --model_counter option */
    static const char *model_counter_str;
    
    
    /**
     * @brief This is the main function of the compression / decompression tool
     *
     * @param argc argument count
     * @param argv argument vector
     * @see README.md
     *
     * @returns EXIT_SUCCESS on success, EXIT_FAILURE on error
     */
    
    int main(int argc, char **argv)
    {
    	int opt;
    	int error;
    
    	const char *cfg_file_name = NULL;
    	const char *info_file_name = NULL;
    	const char *data_file_name = NULL;
    	const char *model_file_name = NULL;
    	const char *guess_cmp_mode = NULL;
    	const char *program_name = argv[0];
    
    	int cmp_operation = 0;
    	int print_model_cfg = 0;
    	int guess_operation = 0;
    	int guess_level = DEFAULT_GUESS_LEVEL;
    	int print_diff_cfg = 0;
    
    	struct cmp_cfg cfg = {0}; /* compressor configuration struct */
    	struct cmp_info info = {0}; /* decompression information struct */
    
    	/* buffer containing all read in compressed data for decompression (including header if used) */
    	void *decomp_input_buf = NULL;
    	/* address to the compressed data for the decompression */
    	uint32_t *cmp_data_adr = NULL;
    	/* buffer containing the read in model */
    	uint16_t *input_model_buf = NULL;
    
    	/* show help if no arguments are provided */
    	if (argc < 2) {
    		print_help(program_name);
    		exit(EXIT_FAILURE);
    	}
    
    	while ((opt = getopt_long(argc, argv, "ac:d:hi:m:no:vV", long_options,
    				  NULL)) != -1) {
    		switch (opt) {
    		case 'a': /* --rdcu_par */
    			print_rdcu_cfg = 1;
    			break;
    		case 'c':
    			cmp_operation = 1;
    			cfg_file_name = optarg;
    			break;
    		case 'd':
    			data_file_name = optarg;
    			break;
    		case 'h': /* --help */
    			print_help(argv[0]);
    			exit(EXIT_SUCCESS);
    			break;
    		case 'i':
    			info_file_name = optarg;
    			include_cmp_header = 0;
    			break;
    		case 'm': /* read model */
    			model_file_name = optarg;
    			break;
    		case 'n': /* --model_cfg */
    			print_model_cfg = 1;
    			break;
    		case 'o':
    			output_prefix = optarg;
    			break;
    		case 'v': /* --verbose */
    			verbose_en = 1;
    			break;
    		case 'V': /* --version */
    			printf("%s version %s\n", PROGRAM_NAME, VERSION);
    			exit(EXIT_SUCCESS);
    			break;
    		case DIFF_CFG_OPTION:
    			print_diff_cfg = 1;
    			break;
    		case GUESS_OPTION:
    			guess_operation = 1;
    			guess_cmp_mode = optarg;
    			break;
    		case GUESS_LEVEL:
    			guess_level = atoi(optarg);
    			break;
    		case LAST_INFO:
    			last_info_file_name = optarg;
    			/* fall through */
    		case RDCU_PKT_OPTION:
    			rdcu_pkt_mode = 1;
    			/* fall through */
    		case NO_HEADER:
    			include_cmp_header = 0;
    			break;
    		case MODEL_ID:
    			model_id_str = optarg;
    			break;
    		case MODEL_COUTER:
    			model_counter_str = optarg;
    			break;
    		default:
    			print_help(program_name);
    			exit(EXIT_FAILURE);
    			break;
    		}
    	}
    	argc -= optind;
    
    #ifdef ARGUMENT_INPUT_MODE
    
    	argv += optind;
    	if (argc > 2) {
    		printf("%s: To many arguments.\n", PROGRAM_NAME);
    		print_help(argv[0]);
    		exit(EXIT_FAILURE);
    	}
    
    	if (argc > 0) {
    		if (!data_file_name)
    			data_file_name = argv[0];
    		else {
    			printf("You can define the data file using either the -d option or the first argument, but not both.\n");
    			print_help(program_name);
    			exit(EXIT_FAILURE);
    		}
    	}
    	if (argc > 1) {
    		if (!model_file_name)
    			model_file_name = argv[1];
    		else {
    			printf("You can define the model file using either the -m option or the second argument, but not both.\n");
    			print_help(program_name);
    			exit(EXIT_FAILURE);
    		}
    	}
    #else
    	if (argc > 0) {
    		printf("%s: To many arguments.\n", PROGRAM_NAME);
    		print_help(argv[0]);
    		exit(EXIT_FAILURE);
    	}
    #endif
    
    	if (print_model_cfg == 1) {
    		print_cfg(&DEFAULT_CFG_MODEL, print_rdcu_cfg);
    		exit(EXIT_SUCCESS);
    	}
    
    	if (print_diff_cfg == 1) {
    		print_cfg(&DEFAULT_CFG_DIFF, print_rdcu_cfg);
    		exit(EXIT_SUCCESS);
    	}
    
    	printf("#########################################################\n");
    	printf("### PLATO Compression/Decompression Tool Version %s ###\n",
    	       VERSION);
    	printf("#########################################################\n");
    	if (!strcmp(VERSION, "0.07") || !strcmp(VERSION, "0.08"))
    		printf("Info: Note that the behaviour of the cmp_tool has changed. From now on, the compressed data will be preceded by a header by default. The old behaviour can be achieved with the --no_header option.\n\n");
    
    	if (!data_file_name) {
    		fprintf(stderr, "%s: No data file (-d option) specified.\n",
    			PROGRAM_NAME);
    			exit(EXIT_FAILURE);
    	}
    
    	if (!cfg_file_name && !info_file_name && !guess_operation && !include_cmp_header) {
    		fprintf(stderr, "%s: No configuration file (-c option) or decompression information file (-i option) specified.\n",
    			PROGRAM_NAME);
    		exit(EXIT_FAILURE);
    	}
    
    
    	if (cmp_operation || guess_operation) {
    		ssize_t size;
    
    		if (cmp_operation) {
    			printf("## Starting the compression ##\n");
    			printf("Importing configuration file %s ... ", cfg_file_name);
    			error = read_cmp_cfg(cfg_file_name, &cfg, verbose_en);
    			if (error)
    				goto fail;
    			printf("DONE\n");
    		} else {
    			printf("## Search for a good set of compression parameters ##\n");
    		}
    
    		printf("Importing data file %s ... ", data_file_name);
    		/* count the samples in the data file when samples == 0 */
    		if (cfg.samples == 0) {
    			size = read_file16(data_file_name, NULL, 0, 0);
    			if (size <= 0) /* empty file is treated as an error */
    				goto fail;
    			cfg.samples = size/size_of_a_sample(cfg.cmp_mode);
    			printf("\nNo samples parameter set. Use samples = %u.\n... ", cfg.samples);
    		}
    
    		cfg.input_buf = malloc(cmp_cal_size_of_data(cfg.samples, cfg.cmp_mode));
    		if (!cfg.input_buf) {
    			fprintf(stderr, "%s: Error allocating memory for input data buffer.\n", PROGRAM_NAME);
    			goto fail;
    		}
    
    		size = read_file16(data_file_name, cfg.input_buf, cfg.samples,
    				   verbose_en);
    		if (size < 0)
    			goto fail;
    		printf("DONE\n");
    
    	} else { /* decompression mode*/
    		printf("## Starting the decompression ##\n");
    		if (info_file_name) {
    			ssize_t size;
    			uint32_t cmp_size_byte;
    
    			printf("Importing decompression information file %s ... ", info_file_name);
    			error  = read_cmp_info(info_file_name, &info, verbose_en);
    			if (error)
    				goto fail;
    			printf("DONE\n");
    
    			printf("Importing compressed data file %s ... ", data_file_name);
    			cmp_size_byte = cmp_bit_to_4byte(info.cmp_size);
    			cmp_data_adr = decomp_input_buf = malloc(cmp_size_byte);
    			if (!decomp_input_buf) {
    				fprintf(stderr, "%s: Error allocating memory for decompression input buffer.\n", PROGRAM_NAME);
    				goto fail;
    			}
    
    			size = read_file32(data_file_name, decomp_input_buf,
    					   cmp_size_byte/4, verbose_en);
    			if (size < 0)
    				goto fail;
    		} else { /* read in compressed data with header */
    			ssize_t size;
    			size_t buf_size;
    			struct cmp_entity *ent;
    
    			printf("Importing compressed data file %s ... ", data_file_name);
    			buf_size = size = read_file_cmp_entity(data_file_name,
    							     NULL, 0, 0);
    			if (size < 0)
    				goto fail;
    			/* to be save allocate at least the size of the cmp_entity struct */
    			if (buf_size < sizeof(struct cmp_entity))
    				buf_size = sizeof(struct cmp_entity);
    
    			decomp_input_buf = ent = malloc(buf_size);
    			if (!ent) {
    				fprintf(stderr, "%s: Error allocating memory for the compression entity buffer.\n", PROGRAM_NAME);
    				goto fail;
    			}
    			size = read_file_cmp_entity(data_file_name, ent, size,
    						  verbose_en);
    			if (size < 0)
    				goto fail;
    			printf("DONE\n");
    
    			printf("Parse the compression entity header ... ");
    			error = cmp_ent_read_imagette_header(ent, &info);
    			if (error)
    				goto fail;
    			cmp_data_adr = cmp_ent_get_data_buf(ent);
    			if (verbose_en)
    				print_cmp_info(&info);
    		}
    		printf("DONE\n");
    	}
    
    	/* read in model */
    	if ((cmp_operation && model_mode_is_used(cfg.cmp_mode)) ||
    	    (!cmp_operation && model_mode_is_used(info.cmp_mode_used)) ||
    	    (guess_operation && model_file_name)) {
    		ssize_t size;
    		uint32_t model_length;
    
    		printf("Importing model file %s ... ", model_file_name ? model_file_name : "");
    		if (!model_file_name) {
    			fprintf(stderr, "%s: No model file (-m option) specified.\n", PROGRAM_NAME);
    			goto fail;
    		}
    
    		if (cmp_operation || guess_operation)
    			model_length = cfg.samples;
    		else
    			model_length = info.samples_used;
    
    		input_model_buf = malloc(model_length * size_of_a_sample(cfg.cmp_mode));
    		if (!input_model_buf) {
    			fprintf(stderr, "%s: Error allocating memory for model buffer.\n", PROGRAM_NAME);
    			goto fail;
    		}
    
    		size = read_file16(model_file_name, input_model_buf,
    				   model_length, verbose_en);
    		if (size < 0)
    			goto fail;
    		printf("DONE\n");
    
    		cfg.model_buf = input_model_buf;
    	}
    
    	if (guess_operation) {
    		error = guess_cmp_pars(&cfg, guess_cmp_mode, guess_level);
    		if (error)
    			goto fail;
    	} else if (cmp_operation) {
    		error = compression(&cfg, &info);
    		if (error)
    			goto fail;
    	} else {
    		error = decompression(cmp_data_adr, input_model_buf, &info);
    		if (error)
    			goto fail;
    	}
    
    	/* write our the updated model for compressed or decompression */
    	if (!guess_operation &&
    	    ((cmp_operation && model_mode_is_used(cfg.cmp_mode)) ||
    	    (!cmp_operation && model_mode_is_used(info.cmp_mode_used)))) {
    		printf("Write updated model to file %s_upmodel.dat ... ", output_prefix);
    		error = write_to_file16(input_model_buf, info.samples_used,
    					output_prefix, "_upmodel.dat", verbose_en);
    		if (error)
    			goto fail;
    		printf("DONE\n");
    	}
    
    	free(cfg.input_buf);
    	free(decomp_input_buf);
    	free(input_model_buf);
    
    	exit(EXIT_SUCCESS);
    
    fail:
    	printf("FAILED\n");
    
    	free(cfg.input_buf);
    	free(decomp_input_buf);
    	free(input_model_buf);
    
    	exit(EXIT_FAILURE);
    }
    
    
    static enum cmp_ent_data_type cmp_ent_map_cmp_mode_data_type(uint32_t cmp_mode)
    {
    	switch (cmp_mode) {
    	case MODE_RAW:
    		return DATA_TYPE_IMAGETTE;
    	case MODE_MODEL_ZERO:
    	case MODE_DIFF_ZERO:
    	case MODE_MODEL_MULTI:
    	case MODE_DIFF_MULTI:
    		if (print_rdcu_cfg)
    			return DATA_TYPE_IMAGETTE_ADAPTIVE;
    		else
    			return DATA_TYPE_IMAGETTE;
    	default:
    		printf("No mapping between compression mode and header data type\n!");
    		return DATA_TYPE_UNKOWN;
    	}
    }
    
    
    /* find a good set of compression parameters for a given dataset */
    static int guess_cmp_pars(struct cmp_cfg *cfg, const char *guess_cmp_mode,
    			  int guess_level)
    {
    	int error;
    	uint32_t cmp_size;
    	float cr;
    
    	printf("Search for a good set of compression parameters (level: %d) ... ", guess_level);
    	if (!strcmp(guess_cmp_mode, "RDCU")) {
    		if (cfg->model_buf)
    			cfg->cmp_mode = CMP_GUESS_DEF_MODE_MODEL;
    		else
    			cfg->cmp_mode = CMP_GUESS_DEF_MODE_DIFF;
    	} else {
    		error = cmp_mode_parse(guess_cmp_mode, &cfg->cmp_mode);
    		if (error) {
    			fprintf(stderr, "%s: Error: unknown compression mode: %s\n", PROGRAM_NAME, guess_cmp_mode);
    			return -1;
    		}
    	}
    	if (model_mode_is_used(cfg->cmp_mode) && !cfg->model_buf) {
    		fprintf(stderr, "%s: Error: model mode needs model data (-m option)\n", PROGRAM_NAME);
    		return -1;
    	}
    
    	cmp_size = cmp_guess(cfg, guess_level);
    	if (!cmp_size)
    		return -1;
    
    	if (include_cmp_header)
    		cmp_size = CHAR_BIT * (cmp_bit_to_4byte(cmp_size) +
    			cmp_ent_cal_hdr_size(cmp_ent_map_cmp_mode_data_type(cfg->cmp_mode)));
    
    	printf("DONE\n");
    
    	printf("Write the guessed compression configuration to file %s.cfg ... ", output_prefix);
    	error = write_cfg(cfg, output_prefix, print_rdcu_cfg, verbose_en);
    	if (error)
    		return -1;
    	printf("DONE\n");
    
    	cr = (8.0 * cfg->samples * size_of_a_sample(cfg->cmp_mode))/cmp_size;
    	printf("Guessed parameters can compress the data with a CR of %.2f.\n", cr);
    
    	return 0;
    }
    
    
    /* generate packets to setup a RDCU compression */
    static int gen_rdcu_write_pkts(struct cmp_cfg *cfg)
    {
    	int error;
    
    	error = init_rmap_pkt_to_file();
    	if (error) {
    		fprintf(stderr, "%s: Read RMAP packet config file .rdcu_pkt_mode_cfg failed.\n",
    			PROGRAM_NAME);
    		return -1;
    	}
    
    	if (last_info_file_name) {
    		/* generation of packets for parallel read/write RDCU setup */
    		struct cmp_info last_info = {0};
    
    		error  = read_cmp_info(last_info_file_name, &last_info, verbose_en);
    		if (error) {
    			fprintf(stderr, "%s: %s: Importing last decompression information file failed.\n",
    				PROGRAM_NAME, last_info_file_name);
    			return -1;
    		}
    
    		error = gen_rdcu_parallel_pkts(cfg, &last_info);
    		if (error)
    			return -1;
    	}
    
    	/* generation of packets for non-parallel read/write RDCU setup */
    	error = gen_write_rdcu_pkts(cfg);
    	if (error)
    		return -1;
    
    	return 0;
    }
    
    
    /* compress the data and write the results to files */
    static int compression(struct cmp_cfg *cfg, struct cmp_info *info)
    {
    	int error;
    	uint32_t cmp_size_byte;
    	uint8_t *out_buf = NULL;
    	uint32_t out_buf_size;
    	uint8_t model_counter = DEFAULT_MODEL_COUNTER;
    	uint16_t model_id = DEFAULT_MODEL_ID;
    	size_t cmp_hdr_size = 0;
    	enum cmp_ent_data_type data_type = DATA_TYPE_UNKOWN;
    	uint64_t start_time = cmp_ent_create_timestamp(NULL);
    
    	if (cfg->buffer_length == 0) {
    		cfg->buffer_length = (cfg->samples+1) * BUFFER_LENGTH_DEF_FAKTOR; /* +1 to prevent malloc(0)*/
    		printf("No buffer_length parameter set. Use buffer_length = %u as compression buffer size.\n",
    		       cfg->buffer_length);
    	}
    
    	if (rdcu_pkt_mode) {
    		printf("Generate compression setup packets ...\n");
    		error = gen_rdcu_write_pkts(cfg);
    		if (error)
    			goto error_cleanup;
    		printf("... DONE\n");
    	}
    
    	printf("Compress data ... ");
    	out_buf_size = (cmp_cal_size_of_data(cfg->buffer_length, cfg->cmp_mode) + 3) & ~0x3U;
    	if (include_cmp_header) {
    		uint32_t red_val;
    
    		data_type = cmp_ent_map_cmp_mode_data_type(cfg->cmp_mode);
    		cmp_hdr_size = cmp_ent_cal_hdr_size(data_type);
    		if (!cmp_hdr_size)
    			goto error_cleanup;
    
    		if (model_id_str) {
    			error = atoui32("model_id", model_id_str, &red_val);
    			if (error || red_val > UINT16_MAX)
    				goto error_cleanup;
    			model_id = red_val;
    		}
    		if (model_counter_str) {
    			error = atoui32("model_counter", model_counter_str, &red_val);
    			if (error || red_val > UINT8_MAX)
    				goto error_cleanup;
    			model_counter = red_val;
    		} else {
    			if (model_mode_is_used(cfg->cmp_mode))
    				model_counter = DEFAULT_MODEL_COUNTER + 1;
    		}
    	}
    
    
    	out_buf = malloc(out_buf_size + cmp_hdr_size + 3);
    	if (out_buf == NULL) {
    		fprintf(stderr, "%s: Error allocating memory for output buffer.\n", PROGRAM_NAME);
    		goto error_cleanup;
    	}
    	cfg->icu_output_buf = out_buf + cmp_hdr_size;
    
    	error = icu_compress_data(cfg, info);
    	if (error || info->cmp_err != 0) {
    		printf("\nCompression error 0x%02X\n... ", info->cmp_err);
    		/* TODO: add a parse cmp error function */
    		/* if ((info->cmp_err >> SMALL_BUFFER_ERR_BIT) & 1U) */
    		/*	fprintf(stderr, "%s: the buffer for the compressed data is too small. Try a larger buffer_length parameter.\n", PROGRAM_NAME); */
    		goto error_cleanup;
    	}
    	if (include_cmp_header) {
    		struct cmp_entity *ent = (struct cmp_entity *)out_buf;
    		size_t s = cmp_ent_build(ent, data_type, cmp_tool_gen_version_id(VERSION),
    					 start_time, cmp_ent_create_timestamp(NULL),
    					 model_id, model_counter, info, cfg);
    		if (!s) {
    			fprintf(stderr, "%s: error occurred while creating the compression entity header.\n", PROGRAM_NAME);
    			goto error_cleanup;
    		}
    	}
    	printf("DONE\n");
    
    	if (rdcu_pkt_mode) {
    		printf("Generate the read results packets ... ");
    		error = gen_read_rdcu_pkts(info);
    		if (error)
    			goto error_cleanup;
    		printf("DONE\n");
    	}
    
    	printf("Write compressed data to file %s.cmp ... ", output_prefix);
    	if (include_cmp_header)
    		cmp_size_byte = cmp_ent_get_size((struct cmp_entity *)out_buf);
    	else
    		cmp_size_byte = cmp_bit_to_4byte(info->cmp_size);
    
    	error = write_cmp_data_file(out_buf, cmp_size_byte, output_prefix,
    				    ".cmp", verbose_en);
    	if (error)
    		goto error_cleanup;
    	printf("DONE\n");
    
    	if (!include_cmp_header) {
    		printf("Write decompression information to file %s.info ... ",
    		       output_prefix);
    		error = write_info(info, output_prefix, print_rdcu_cfg);
    		if (error)
    			goto error_cleanup;
    		printf("DONE\n");
    	}
    
    	if (verbose_en) {
    		printf("\n");
    		print_cmp_info(info);
    		printf("\n");
    	}
    
    	free(out_buf);
    	out_buf = NULL;
    
    	return 0;
    
    error_cleanup:
    	free(out_buf);
    	return -1;
    }
    
    
    /* decompress the data and write the results in file(s)*/
    static int decompression(uint32_t *cmp_data_adr, uint16_t *input_model_buf,
    			 struct cmp_info *info)
    {
    	int error;
    	uint16_t *decomp_output;
    
    	printf("Decompress data ... ");
    
    	if (info->samples_used == 0) {
    		printf("\nWarring: No data are decompressed.\n... ");
    		printf("DONE\n");
    		return 0;
    	}
    
    	decomp_output = malloc(cmp_cal_size_of_data(info->samples_used,
    						    info->cmp_mode_used));
    	if (decomp_output == NULL) {
    		fprintf(stderr, "%s: Error allocating memory for decompressed data.\n", PROGRAM_NAME);
    		return -1;
    	}
    
    	error = decompress_data(cmp_data_adr, input_model_buf, info,
    				decomp_output);
    	if (error) {
    		free(decomp_output);
    		return -1;
    	}
    	printf("DONE\n");
    
    	printf("Write decompressed data to file %s.dat ... ", output_prefix);
    
    	error = write_to_file16(decomp_output, info->samples_used,
    				output_prefix, ".dat", verbose_en);
    	free(decomp_output);
    	if (error)
    		return -1;
    
    	printf("DONE\n");
    
    	return 0;
    }