mtmd : move helpers to dedicated library (⚠️ breaking change) (#13866)

* mtmd : move helpers to dedicated library

* fix server build

* rm leftover cmakelist code
This commit is contained in:
Xuan-Son Nguyen
2025-05-28 22:35:22 +02:00
committed by GitHub
parent d98f2a35fc
commit 10961339b2
15 changed files with 277 additions and 269 deletions

View File

@ -1,10 +1,37 @@
// fix problem with std::min and std::max
#if defined(_WIN32)
#define WIN32_LEAN_AND_MEAN
#ifndef NOMINMAX
# define NOMINMAX
#endif
#include <windows.h>
#endif
#include "mtmd.h"
#include "mtmd-helper.h"
#include "llama.h"
#include <algorithm>
#include <cinttypes>
#include <vector>
//#define MTMD_AUDIO_DEBUG
#define MINIAUDIO_IMPLEMENTATION
#ifndef MTMD_AUDIO_DEBUG
# define MA_NO_ENCODING
#endif
#define MA_NO_DEVICE_IO
#define MA_NO_RESOURCE_MANAGER
#define MA_NO_NODE_GRAPH
#define MA_NO_ENGINE
#define MA_NO_GENERATION
#define MA_API static
#include "vendor/miniaudio.h"
#define STB_IMAGE_IMPLEMENTATION
#include "vendor/stb_image.h"
#define LOG_INF(...) fprintf(stdout, __VA_ARGS__)
#define LOG_ERR(...) fprintf(stderr, __VA_ARGS__)
@ -315,3 +342,118 @@ int32_t mtmd_helper_eval_chunks(mtmd_context * ctx,
return 0;
}
namespace audio_helpers {
static bool is_audio_file(const char * buf, size_t len) {
if (len < 12) {
return false;
}
// RIFF ref: https://en.wikipedia.org/wiki/Resource_Interchange_File_Format
// WAV ref: https://www.mmsp.ece.mcgill.ca/Documents/AudioFormats/WAVE/WAVE.html
bool is_wav = memcmp(buf, "RIFF", 4) == 0 && memcmp(buf + 8, "WAVE", 4) == 0;
bool is_mp3 = len >= 3 && (
memcmp(buf, "ID3", 3) == 0 ||
// Check for MPEG sync word (simplified check)
((unsigned char)buf[0] == 0xFF && ((unsigned char)buf[1] & 0xE0) == 0xE0)
);
bool is_flac = memcmp(buf, "fLaC", 4) == 0;
return is_wav || is_mp3 || is_flac;
}
// returns true if the buffer is a valid audio file
static bool decode_audio_from_buf(const unsigned char * buf_in, size_t len, int target_sampler_rate, std::vector<float> & pcmf32_mono) {
ma_result result;
const int channels = 1;
ma_decoder_config decoder_config = ma_decoder_config_init(ma_format_f32, channels, target_sampler_rate);
ma_decoder decoder;
result = ma_decoder_init_memory(buf_in, len, &decoder_config, &decoder);
if (result != MA_SUCCESS) {
return false;
}
ma_uint64 frame_count;
ma_uint64 frames_read;
result = ma_decoder_get_length_in_pcm_frames(&decoder, &frame_count);
if (result != MA_SUCCESS) {
ma_decoder_uninit(&decoder);
return false;
}
pcmf32_mono.resize(frame_count);
result = ma_decoder_read_pcm_frames(&decoder, pcmf32_mono.data(), frame_count, &frames_read);
if (result != MA_SUCCESS) {
ma_decoder_uninit(&decoder);
return false;
}
#ifdef MTMD_AUDIO_DEBUG
// save audio to wav file
ma_encoder_config config = ma_encoder_config_init(ma_encoding_format_wav, ma_format_f32, 1, target_sampler_rate);
ma_encoder encoder;
ma_encoder_init_file("output.wav", &config, &encoder);
ma_encoder_write_pcm_frames(&encoder, pcmf32_mono.data(), pcmf32_mono.size(), &frames_read);
ma_encoder_uninit(&encoder);
#endif
ma_decoder_uninit(&decoder);
return true;
}
} // namespace audio_helpers
mtmd_bitmap * mtmd_helper_bitmap_init_from_buf(mtmd_context * ctx, const unsigned char * buf, size_t len) {
if (audio_helpers::is_audio_file((const char *)buf, len)) {
std::vector<float> pcmf32;
int bitrate = mtmd_get_audio_bitrate(ctx);
if (bitrate < 0) {
LOG_ERR("This model does not support audio input\n");
return nullptr;
}
if (!audio_helpers::decode_audio_from_buf(buf, len, bitrate, pcmf32)) {
LOG_ERR("Unable to read WAV audio file from buffer\n");
return nullptr;
}
return mtmd_bitmap_init_from_audio(pcmf32.size(), pcmf32.data());
}
// otherwise, we assume it's an image
mtmd_bitmap * result = nullptr;
{
int nx, ny, nc;
auto * data = stbi_load_from_memory(buf, len, &nx, &ny, &nc, 3);
if (!data) {
LOG_ERR("%s: failed to decode image bytes\n", __func__);
return nullptr;
}
result = mtmd_bitmap_init(nx, ny, data);
stbi_image_free(data);
}
return result;
}
mtmd_bitmap * mtmd_helper_bitmap_init_from_file(mtmd_context * ctx, const char * fname) {
std::vector<unsigned char> buf;
FILE * f = fopen(fname, "rb");
if (!f) {
LOG_ERR("Unable to open file %s: %s\n", fname, strerror(errno));
return nullptr;
}
fseek(f, 0, SEEK_END);
long file_size = ftell(f);
fseek(f, 0, SEEK_SET);
buf.resize(file_size);
size_t n_read = fread(buf.data(), 1, file_size, f);
fclose(f);
if (n_read != (size_t)file_size) {
LOG_ERR("Failed to read entire file %s", fname);
return nullptr;
}
return mtmd_helper_bitmap_init_from_buf(ctx, buf.data(), buf.size());
}