HgdZddlZddlZddlZddlZddlmZddlmZmZmZm Z m Z ddl m Z ddl mZmZde de fd Zd eed e ddfd Zd e deefd Zd e deefdZdeeefdeeeffdZde defdZdededdfdZddZddZy)z Description: This script contains a collection of functions designed to handle various file reading and writing operations. It provides utilities to read from files, write data to files, and perform file manipulation tasks. N)tqdm)ListDictAnySetUnion)Path) OmegaConf DictConfigsymbolic_link_pathreturnctjj|}tj|}tjj ||S)z Resolves the absolute path of a symbolic link. Args: symbolic_link_path (Path): The path to the symbolic link. Returns: Path: The absolute path that the symbolic link points to. )ospathdirnamereadlinkjoin)r link_directorytarget_path_relatives K/aifs4su/xinshengwang/code/Inference/Space/Spark-TTS/sparktts/utils/file.pyresolve_symbolic_linkr"s=WW__%78N;;'9: 77<<(< ==metadata file_pathct|dd5}t|dD]-}tj|ddz}|j |/ d d d t d |y #1swYxYw) a8Writes a list of dictionaries to a JSONL file. Args: metadata : List[dict] A list of dictionaries, each representing a piece of meta. file_path : Path The file path to save the JSONL file This function writes each dictionary in the list to a new line in the specified file. wutf-8encodingz writing jsonl)descF) ensure_ascii Nzjsonl saved to )openrjsondumpswriteprint)rrfmetajson_strs r write_jsonlr+2so iw /18 Dzz$U;dBH GGH    OI; '( s >A%%A.cg}t|dd5}|jj}dddD](}tj|}|j |*|S#1swY8xYw)z Reads a JSONL file and returns a list of dictionaries. Args: file_path : Path The path to the JSONL file to be read. Returns: List[dict] A list of dictionaries parsed from each line of the JSONL file. rrrN)r#read splitlinesr$loadsappend)rrr(linesliner)s r read_jsonlr4EsrH iw /&1##%&zz$ O&&s A''A0cg}t|dd5}tj|}dddtj D]+}d|i}|j |||j |-|S#1swYRxYw)Nr-rrindex)r#r$loadsortedkeysupdater1)rrinfiledatakr)s rread_json_as_jsonlr>^s~H iw /!6yy ! DIIK | DG O !!s A88Br)ci}|jD]>\}}t|tr$|jdj d||<:|||<@|S)Nrunicode_escape)items isinstancestrencodedecode)r)processed_metar=vs rdecode_unicode_stringsrHjs[N "1 a  ! 1 8 89I JN1  !N1  " r config_pathctj|}|jdd.tj|d}tj||}|S)zLoads a configuration file and optionally merges it with a base configuration. Args: config_path (Path): Path to the configuration file. base_configN)r r7getmerge)rIconfigrKs r load_configrOtsM^^K (Fzz-&2nnVM%:; f5 Mrjsonl_file_path csv_file_pathc t}g}t|d5}|D]U}tj|j }|j ||j |jW dddt|}t|dd5}tj||} | j|D]}| j| dddtd|y#1swYzxYw#1swY$xYw)z Converts a JSONL file to a CSV file. This function reads a JSONL file, determines all unique keys present in the file, and writes the data to a CSV file with columns for all these keys. r-Nr)newline) fieldnameszCSV file has been created at )setr#r$r0stripr1r:r9r8csv DictWriter writeheaderwriterowr') rPrQall_keys data_rowsfiler3r< sorted_keyscsvfilewriters r jsonl_to_csvrbsuHI os #)t )D::djjl+D   T " OODIIK ( ))"K mS" -"K@  "D OOD ! "" )- 9:)))""sAC.AC:.C7:Dc |t|dj}t|dd5}|jdj |dz|D]]}|Dcgc]-}t |j |djdd /}}|jdj |dz_ dddycc}w#1swYyxYw) a1 Save metadata to a file. Args: data (list of dict): Metadata to be saved. filename (str): Name of the file to save the metadata. headers (list of str): The order of column names to be saved; defaults to the keys from the first dictionary in data if not provided. Nrrrr|r"rS )listr9r#r&rrCrLreplace)r<filenameheadersr^entrykeyformatted_valuess r save_metadatarmstAw||~& hg .:$ 388G$t+, :EU\]cEIIc2$6 7 ? ?S I] ] JJsxx 01D8 9  ::: ^ ::s-C2B= 'C=CC c dt|dd5}|j}dddg}|'djjd}|dd}D]J}|j}|st t ||jd}|j |L||fS#1swYxYw)z Read metadata from a file. Args: filename (str): The file from which to read the metadata. Returns: list of dict: The metadata read from the file. list of str: The headers used in the file. r-rrNrrd)r# readlinesrWsplitdictzipr1)rhrir^r2r<r3 entry_datas r read_metadatarus hg .!$ ! D(.."((-ab  zz| #gtzz#78  J  =%!!s B&&B/)N)__doc__rr$rXrtypingrrrrrpathlibr omegaconfr r rrrr+r4r>rCrHrOrbrmrurrr{s ..+ >d >t > )$t*))$)&$4:2$4:c3hDcNTj$ ;# ;c ;d ;F:.r