diff --git a/README.md b/README.md index 340a31bb5f9b74dc06138cb27c713a0410017851..1e392a52cf59cfe7125c456eb52fb770ae58ff90 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,33 @@ ---- -license: cc-by-sa-4.0 ---- +--- +dataset_info: + features: + - name: text + dtype: string + - name: word_count + dtype: int32 + splits: + - name: train + num_examples: 2883231 + dataset_size: 4395542393 +configs: + - config_name: default + data_files: + - split: train + path: "temp/*.parquet" + +license: apache-2.0 +task_categories: + - text2text-generation + - text-generation +language: + - pt +pretty_name: 'Subset Corpus Itau-Unibanco/aroeira: 1B tokens (portuguese PT-BR)' +size_categories: + - 1K int: + """ + Conta a quantidade de palavras em `text` de forma eficiente, + usando contagem de espaços para evitar alocações de lista. + + Args: + text (str): Texto a ser analisado. + + Returns: + int: Número de palavras. + """ + return text.count(" ") + 1 if text else 0 + + +def process_and_write( + dataset, + output_folder: str, + batch_size: int = 100_000 +) -> None: + """ + Itera em um `IterableDataset` streaming registro a registro, agrupa em batches, + conta palavras e escreve cada batch em um arquivo Parquet separado. + Para evitar gerar arquivos além do limite, interrompe ao alcançar 1 bilhão de palavras. + + Args: + dataset: HuggingFace streaming Dataset. + output_folder (str): Diretório onde serão salvos os arquivos .parquet. + batch_size (int): Número de registros por batch. + """ + # Garante que a pasta exista + os.makedirs(output_folder, exist_ok=True) + + batch_records = [] + batch_idx = 0 + cumulative_words = 0 + stop_processing = False + + for record in dataset: + batch_records.append(record) + # Ao atingir o tamanho do batch, processa e escreve + if len(batch_records) >= batch_size: + batch_idx += 1 + texts = [rec["text"] for rec in batch_records] + word_counts = [count_words(t) for t in texts] + batch_word_sum = sum(word_counts) + + table = pa.Table.from_pydict({ + "text": texts, + "word_count": word_counts, + }) + + # Define caminho do arquivo para este batch + file_path = os.path.join(output_folder, f"batch_{batch_idx}.parquet") + pq.write_table(table, file_path) + cumulative_words += batch_word_sum + logging.info( + f"Batch {batch_idx} salvo em '{file_path}': " + f"{len(texts)} registros, {batch_word_sum} palavras, total acumulado: {cumulative_words}" + ) + + # Verifica threshold + if cumulative_words >= WORD_THRESHOLD: + logging.info( + f"Limite de {WORD_THRESHOLD} palavras atingido. " + f"Parando processamento.") + stop_processing = True + break + + batch_records = [] + + # Processa o lote restante, se houver e se não interrompido + if not stop_processing and batch_records: + batch_idx += 1 + texts = [rec["text"] for rec in batch_records] + word_counts = [count_words(t) for t in texts] + batch_word_sum = sum(word_counts) + + table = pa.Table.from_pydict({ + "text": texts, + "word_count": word_counts, + }) + + file_path = os.path.join(output_folder, f"batch_{batch_idx}.parquet") + pq.write_table(table, file_path) + cumulative_words += batch_word_sum + logging.info( + f"Batch {batch_idx} (restante) salvo em '{file_path}': " + f"{len(texts)} registros, {batch_word_sum} palavras, total acumulado: {cumulative_words}" + ) + + logging.info(f"Processamento finalizado. Total de batches: {batch_idx}, palavras totais: {cumulative_words}") + + +def main() -> None: + """ + Ponto de entrada: carrega o dataset em streaming e chama o processamento. + """ + logging.info("Iniciando processamento e escrita de dados em streaming...") + ds = load_dataset("Itau-Unibanco/aroeira", split="train", streaming=True) + + script_dir = os.path.dirname(os.path.abspath(__file__)) + output_folder = os.path.join(script_dir, "data") + + process_and_write(ds, output_folder) + logging.info("Processamento concluído com sucesso.") + + +if __name__ == "__main__": + main() diff --git a/data/batch_1.parquet b/data/batch_1.parquet new file mode 100644 index 0000000000000000000000000000000000000000..7c80bfca8945cdd2a3695150b8188c846d96e42a --- /dev/null +++ b/data/batch_1.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e56025063ed37ee9fef37ce755c62aaaa8b88827e5ad9daecde0fb72eb229f2 +size 161970581 diff --git a/data/batch_10.parquet 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transformers import AutoTokenizer, BitsAndBytesConfig, Gemma3ForCausalLM +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer + +SYSTEM = """ + **You are a specialist in proofreading and formatting Markdown documents in Portuguese.** + + **Your task is to:** + + 1. **Analyze and Correct Markdown Formatting:** + * Ensure that headers (`#`, `##`, `###`, etc.) use the correct number of `#` according to the section hierarchy. + * Adjust ordered (numbered) and unordered lists (with bullets such as `-` or `*`) so that they are consistent in numbering/bullets and indentation. + * Check fenced code blocks and inline code to ensure the correct use of ``` or `` ``, specifying the language when applicable (e.g. ```python). + * Correct table formatting so that columns are aligned and vertical bars (`|`) and hyphens (`-`) are positioned correctly. * Eliminate unnecessary blank spaces at the end of lines and remove excessive duplicate blank lines (keep at most one blank line between paragraphs or elements). + + 2. **Review and Correct Spelling and Grammar (in Portuguese):** + * Detect and correct spelling errors in the Portuguese language. + * Adjust accentuation, verb and noun agreement. + * If you identify repeated words or words used out of context, apply more appropriate synonyms, always preserving the original meaning. + + 3. **Preserve the Original Content and Structure:** + * Strictly maintain the same order of sections, paragraphs, lists, tables and code examples from the original document. + * Do not add or remove information or sections. The goal is to correct the form, not to substantially change the content. + + 4. **Return the Corrected Document:** + * Your response should contain **ONLY** the complete revised text, correctly formatted in Markdown. + + **Important Final Instructions:** + * The input document will be in **Portuguese**. + * The output document must be in **Portuguese**. + * **DO NOT include ANY text before or after the revised Markdown.** Your response must begin directly with the first line of the revised Markdown document and end with the last line, without any greetings, explanations, or additional comments. + + """ + + +def remove_duplicate_titles(md: str) -> str: + """ + Remove títulos repetidos de um texto em Markdown, + considerando tanto o nível (nº de #) quanto o texto. + """ + seen = set() + out_lines = [] + for line in md.splitlines(): + m = re.match(r'^(#{1,6})\s*(.+)', line) + if m: + nivel, texto = m.groups() + chave = (nivel, texto.strip()) + if chave in seen: + # título repetido → pula a linha + continue + seen.add(chave) + out_lines.append(line) + return '\n'.join(out_lines) + + +def improve_text(input_text, tokenizer, model): + prompt = f""" + Now, please process the following Markdown document: + {input_text} + """ + + messages = [ + {"role": "system", "content": SYSTEM}, + {"role": "user", "content": prompt} + ] + + text = tokenizer.apply_chat_template( + messages, + tokenize=False, + add_generation_prompt=True, + ) + model_inputs = tokenizer([text], return_tensors="pt").to(model.device) + + with torch.inference_mode(): + generated_ids = model.generate( + **model_inputs, + max_new_tokens=2000, + # temperature=0.0, + do_sample=False, + use_cache=True, + # num_beams=1, + ) + generated_ids = [ + output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids) + ] + + return tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0] + + +if __name__ == '__main__': + # tokenizer = AutoTokenizer.from_pretrained("google/gemma-7b") + # model = AutoModelForCausalLM.from_pretrained("google/gemma-7b", device_map="auto", revision="float16") + # + # SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) + + text = """ + # Super carros +Carros esportivos são sinônimo de # paixão, velocidade e +design arrojado. **Desde o surgimento dos primeiros automóveis de corrida no início do século XX até os modelos futuristas atuais, esses veículos conquistaram entusiastas em todo o mundo. A essência dos carros esportivos está na combinação de performance, agilidade e estética, características que transcendem o simples transporte para oferecer uma experiência única ao volante. + + + +ist oricamente, os primeiros carros sportivos surgiram a partir de adaptações de veículos de corrida para uso nas estradas comuns. Marcas pioneiras como Mercedes-Benz e Bugatti, ainda em meados dos anos 1920, já desenvolviam modelos destinados a entusiastas que buscavam desempenho em circuitos e em vias públicas. No pós-guerra, fabricantes como Jaguar, Aston Martin e Ferrari consolidaram a reputação dos esportivos, criando ícones como o Jaguar XK120, o Aston Martin DB5 e a Ferrari 250 GTO. + +O coração de um carro esportivo w, sem dúvida, seu motor. Geralmente, utiliza-se propulsores potentes, com elevado número de cilindros e tecnologias avançadas de turboalimentação ou superalimentação. Esses motores geram alta potência e torque, permitindo acelerações impressionantes e velocidades de ponta que frequentemente ultrapassam os 300 km/h em modelos de elite. Contudo, a entrega de potência deve ser acompanhada de sistemas de suspensão e freios capazes de garantir segurança e estabilidade em curvas mais desafiadoras. + +O design aerodinâmico é outro ponto fundamental. Linhas fluídas, para-brisas inclinados e spoilers são projetados para reduzir o arrasto e manter o carro firmemente colado ao solo. Além disso, o uso de materiais leves, como fibra de carbono e ligas de alumínio, contribui para reduzir o peso total do veículo, melhorando a relação peso‑potência e a dinâmica de condução. + +A experiência de dirigir um carro esportivo é incomparável. Ao pressionar o acelerador, o motorista sente a resposta imediata do veículo, com rotações do motor subindo rapidamente até a zona vermelha do conta‑giros. O ronco inconfundível do escapamento, muitas vezes calibrado para proporcionar notas graves e agudas, torna‑se trilha sonora de cada arrancada. Essa conexão intensa entre homem e máquina faz parte do fascínio pelos esportivos. + +Apesar de seu apelo, carros esportivos enfrentam desafios em termos de consumo de combustível, emissões de poluentes e custo de manutenção elevado. A busca por soluções mais sustentáveis levou ao desenvolvimento de esportivos híbridos e totalmente elétricos. Exemplos como o Porsche Taycan e o Ferrari SF90 Stradale demonstram que é possível aliar desempenho exuberante à eficiência energética, reduzindo drasticamente as emissões sem abrir mão da performance. + +Tecnologias de assistência ao ## condutor, como controle de cruzeiro adaptativo e frenagem de emergência, são incorporadas aos esportivos de alta performance. Conectividade e personalização de softwares permitem ajustar mapas de injeção, suspensões e modos de condução, também ampliando a versatilidade desses veículos. + +Em resumo, caros eportivos **representam o ápice da engenharia automotiva, unindo tecnologia, design e emoção. Seja em modelos clássicos que marcaram épocas ou em supermáquinas modernas movidas a eletricidade, esses veículos continuam a inspirar gerações, provando que a busca pela velocidade e pela perfeição mecânica é uma das mais antigas e duradouras paixões humanas. + """ + + # result = improve_text(input_text, tokenizer, model) + # print(result) + + # + + model_name = "mistralai/Mistral-7B-Instruct-v0.3" # "Qwen/Qwen2.5-1.5B-Instruct" + + bnb_config = BitsAndBytesConfig( + load_in_4bit=True, + bnb_4bit_quant_type="nf4", + bnb_4bit_compute_dtype=torch.float16, + bnb_4bit_use_double_quant=True + ) + + # Carregamento quantizado e com atenção eficiente + model = AutoModelForCausalLM.from_pretrained( + model_name, + quantization_config=bnb_config, + device_map="auto", + attn_implementation="flash_attention_2", + ) + + tokenizer = AutoTokenizer.from_pretrained(model_name, use_fast=True) + model.generation_config.pad_token_id = tokenizer.eos_token_id + + model = torch.compile(model, mode="max-autotune") + + SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) + + # Constrói o caminho do arquivo Parquet baseado nesse diretório + words = 0 + categories = set() + pr = 0 + for index in range(28): + parquet_file = os.path.join(SCRIPT_DIR, 'temp', f'batch_{index + 1}.parquet') # + + print("Tentando abrir:", parquet_file) + + df = pd.read_parquet(parquet_file) + + for index, row in df.iterrows(): + start = time.perf_counter() + result = improve_text(row['text'], tokenizer, model) + end = time.perf_counter() + print(f"Tempo de execução: {end - start:.6f} segundos") + print(row['word_count']) + # print(result) + print("#" * 50) + + print("Total de palavras: ", words) + print(pr) + print(categories) diff --git a/temp/batch_0.parquet b/temp/batch_0.parquet new file mode 100644 index 0000000000000000000000000000000000000000..3fcde4b0dd9024f809174c4ee24f8e1327e082fb --- /dev/null +++ b/temp/batch_0.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee0253849bc175117af34c2b3bdbfdf36645d2abce2f438721c70697cbe8993d +size 276163457 diff --git a/test_parquet.py b/test_parquet.py new file mode 100644 index 0000000000000000000000000000000000000000..d17c9ef756de97de5dd177d2eecb14d53ff7c612 --- /dev/null +++ b/test_parquet.py @@ -0,0 +1,18 @@ +import logging +import os +import re + +import pyarrow.parquet as pq +import pandas as p +import glob + +if __name__ == '__main__': + files = glob.glob("temp/*.parquet") + total = 0 + for f in files: + tbl = pq.read_table(f, columns=[]) # lê só o metadata + total += tbl.num_rows + print("num_examples =", total) + + size_bytes = sum(os.path.getsize(f) for f in files) + print("dataset_size =", size_bytes)