| #include <stdio.h> |
| #include <stdlib.h> |
| #include <string.h> |
| #include <assert.h> |
|
|
| #include "mtmd.h" |
| #include "mtmd-helper.h" |
|
|
| int main(void) { |
| printf("\n\nTesting libmtmd C API...\n"); |
| printf("--------\n\n"); |
|
|
| struct mtmd_context_params params = mtmd_context_params_default(); |
| printf("Default image marker: %s\n", params.image_marker); |
|
|
| mtmd_input_chunks * chunks = mtmd_test_create_input_chunks(); |
|
|
| if (!chunks) { |
| fprintf(stderr, "Failed to create input chunks\n"); |
| return 1; |
| } |
|
|
| |
| size_t n_tokens_total = mtmd_helper_get_n_tokens(chunks); |
| printf("Total tokens in chunks: %zu\n", n_tokens_total); |
| assert(n_tokens_total > 0); |
|
|
| size_t n_chunks = mtmd_input_chunks_size(chunks); |
| printf("Number of chunks: %zu\n", n_chunks); |
| assert(n_chunks > 0); |
|
|
| for (size_t i = 0; i < n_chunks; i++) { |
| const mtmd_input_chunk * chunk = mtmd_input_chunks_get(chunks, i); |
| assert(chunk != NULL); |
| enum mtmd_input_chunk_type type = mtmd_input_chunk_get_type(chunk); |
| printf("Chunk %zu type: %d\n", i, type); |
|
|
| if (type == MTMD_INPUT_CHUNK_TYPE_TEXT) { |
| size_t n_tokens; |
| const llama_token * tokens = mtmd_input_chunk_get_tokens_text(chunk, &n_tokens); |
| printf(" Text chunk with %zu tokens\n", n_tokens); |
| assert(tokens != NULL); |
| assert(n_tokens > 0); |
| for (size_t j = 0; j < n_tokens; j++) { |
| assert(tokens[j] >= 0); |
| printf(" > Token %zu: %d\n", j, tokens[j]); |
| } |
|
|
| } else if (type == MTMD_INPUT_CHUNK_TYPE_IMAGE) { |
| const mtmd_image_tokens * image_tokens = mtmd_input_chunk_get_tokens_image(chunk); |
| size_t n_tokens = mtmd_image_tokens_get_n_tokens(image_tokens); |
| |
| struct mtmd_decoder_pos pos = mtmd_image_tokens_get_decoder_pos(image_tokens, 0, n_tokens - 1); |
| size_t nx = pos.x + 1; |
| size_t ny = pos.y + 1; |
| const char * id = mtmd_image_tokens_get_id(image_tokens); |
| assert(n_tokens > 0); |
| assert(nx > 0); |
| assert(ny > 0); |
| assert(id != NULL); |
| printf(" Image chunk with %zu tokens\n", n_tokens); |
| printf(" Image size: %zu x %zu\n", nx, ny); |
| printf(" Image ID: %s\n", id); |
| } |
| } |
|
|
| |
| for (size_t i = 0; i < n_chunks; i++) { |
| const mtmd_input_chunk * chunk = mtmd_input_chunks_get(chunks, i); |
| assert(chunk != NULL); |
| enum mtmd_input_chunk_type type = mtmd_input_chunk_get_type(chunk); |
|
|
| |
| size_t expected_len = 0; |
| int32_t rc = mtmd_input_chunk_save(chunk, NULL, 0, &expected_len); |
| printf(" Chunk %zu: save query rc = %d, expected_len = %zu\n", i, rc, expected_len); |
| assert(rc == 0); |
| assert(expected_len > 0); |
|
|
| |
| char tiny_buf[1]; |
| rc = mtmd_input_chunk_save(chunk, tiny_buf, sizeof(tiny_buf), NULL); |
| printf(" Chunk %zu: save into too-small buffer rc = %d (expect non-zero)\n", i, rc); |
| assert(rc != 0); |
|
|
| |
| char * buf = (char *) malloc(expected_len); |
| assert(buf != NULL); |
| rc = mtmd_input_chunk_save(chunk, buf, expected_len, NULL); |
| assert(rc == 0); |
|
|
| |
| if (expected_len > 1) { |
| mtmd_input_chunk * bad = mtmd_input_chunk_load(buf, expected_len - 1); |
| printf(" Chunk %zu: load from truncated buffer = %p (expect NULL)\n", i, (void *) bad); |
| assert(bad == NULL); |
| } |
|
|
| |
| mtmd_input_chunk * loaded = mtmd_input_chunk_load(buf, expected_len); |
| assert(loaded != NULL); |
|
|
| |
| assert(mtmd_input_chunk_get_type(loaded) == type); |
| assert(mtmd_input_chunk_get_n_tokens(loaded) == mtmd_input_chunk_get_n_tokens(chunk)); |
| assert(mtmd_input_chunk_get_n_pos(loaded) == mtmd_input_chunk_get_n_pos(chunk)); |
|
|
| if (type == MTMD_INPUT_CHUNK_TYPE_TEXT) { |
| size_t n_tok_orig, n_tok_loaded; |
| const llama_token * tok_orig = mtmd_input_chunk_get_tokens_text(chunk, &n_tok_orig); |
| const llama_token * tok_loaded = mtmd_input_chunk_get_tokens_text(loaded, &n_tok_loaded); |
| printf(" Chunk %zu: loaded %zu text tokens (orig %zu), first token %d (orig %d)\n", |
| i, n_tok_loaded, n_tok_orig, |
| n_tok_loaded > 0 ? tok_loaded[0] : -1, |
| n_tok_orig > 0 ? tok_orig[0] : -1); |
| assert(n_tok_orig == n_tok_loaded); |
| for (size_t j = 0; j < n_tok_orig; j++) { |
| assert(tok_orig[j] == tok_loaded[j]); |
| } |
| } else if (type == MTMD_INPUT_CHUNK_TYPE_IMAGE || type == MTMD_INPUT_CHUNK_TYPE_AUDIO) { |
| const char * id_orig = mtmd_input_chunk_get_id(chunk); |
| const char * id_loaded = mtmd_input_chunk_get_id(loaded); |
| printf(" Chunk %zu: loaded id '%s' (orig '%s')\n", i, id_loaded, id_orig); |
| assert(id_orig != NULL && id_loaded != NULL); |
| assert(strcmp(id_orig, id_loaded) == 0); |
| } |
|
|
| mtmd_input_chunk_free(loaded); |
| free(buf); |
| } |
| printf("Chunk save/load round-trip OK\n"); |
|
|
| |
| mtmd_input_chunks_free(chunks); |
|
|
| printf("\n\nDONE: test libmtmd C API...\n"); |
|
|
| return 0; |
| } |
|
|