o
    lQi	1                     @  s^  d dl mZ d dlZd dlZd dlZd dlZd dlZd dlZd dlZd dl	m
Z
 d dlZd dlmZ d dlmZ e
dZejd ee eed  d dlmZ d dlmZmZmZ d d	lmZ d d
lmZ d dlm Z  d dl!m"Z" d@ddZ#dAddZ$dBddZ%dCd d!Z&dDd(d)Z'dEd2d3Z(dFd6d7Z)dGd8d9Z*dHd;d<Z+d=d> Z,e-d?kre,  dS dS )I    )annotationsN)Path)load_dotenvz/home/ubuntu/transcriptsz.env)polish_all_segments)build_export_segment_payloadreplay_segment_idsha256_bytes)FinalExportConfig)FinalExportR2Client)FinalExportReferenceStore)R2Clientreturnargparse.Namespacec                  C  sN   t jdd} | jddd | jddg d | jd	d
d | jdd
d |  S )Nz&Strict validator for final export runs)descriptionz--run-idT)requiredz
--video-idappend)actiondefaultz--skip-microshards
store_true)r   z--skip-final-shards)argparseArgumentParseradd_argument
parse_args)parser r   $scripts/validate_final_export_run.pyr      s   r   connasyncpg.Connectionrun_idstrexplicit_video_ids	list[str]c                   s*   |r|S |  d|I d H }dd |D S )Nz}
        SELECT video_id
        FROM final_export_video_outputs
        WHERE run_id = $1
        ORDER BY video_id
        c                 S  s   g | ]}t |d  qS )video_idr   .0rowr   r   r   
<listcomp>1   s    z*fetch_target_video_ids.<locals>.<listcomp>fetch)r   r   r    rowsr   r   r   fetch_target_video_ids%   s   
	r+   table	video_ids
list[dict]c                  s@   |dkr|  d||I d H }n	|  d|I d H }dd |D S )Nfinal_export_microshardsa%  
            SELECT video_id, language, output_bucket, metadata_key, audio_key, audio_index_key, manifest_key
            FROM final_export_microshards
            WHERE run_id = $1
              AND video_id = ANY($2::text[])
            ORDER BY language, video_id, metadata_key
            z
            SELECT output_bucket, metadata_key, audio_key, audio_index_key, manifest_key
            FROM final_export_shards
            WHERE run_id = $1
            ORDER BY language, shard_id
            c                 S  s   g | ]}t |qS r   )dictr$   r   r   r   r'   Q       z#fetch_pack_rows.<locals>.<listcomp>r(   )r   r,   r   r-   r*   r   r   r   fetch_pack_rows4   s   
	r2   rawr0   c                 C  sT   t | }|di }t|}|d|dt|dt|dd|d< |S )Nexport_provenancer   audio_sha256_type	worker_idexported_at)r   r5   worker_id_presentexported_at_present)jsonloadsgetr0   bool)r3   payloadexport
normalizedr   r   r   normalize_meta_informationT   s   

rA   labelexpectedactual
mismatcheskeytuple[str, str]c                 C  s   |  D ]<\}}||}|dkr)tt|tt|kr(||  d| d q||kr@||  d| d| d|d|	 qd S )Nmeta_information:z:meta_information_mismatchz!=)itemsr<   rA   r   r   )rB   rC   rD   rE   rF   fieldexpected_valueactual_valuer   r   r   compare_rowsa   s   
&rN   r2r
   r*   	work_rootr   filter_video_idsset[str]dict[tuple[str, str], dict]c              	   C  s  i }t |D ]\}}|d|d }|jddd |d }|d }	|d }
| |d |d	 | | |d |d
 |	 | |d |d |
 t| }t|	 }dd |D }t|
dU}|D ]J}t|d t|d f}|d |vryqd|	|}|d u rt
d| t|d }||}|d u rt
d| d| | }|||d||< qdW d    n1 sw   Y  q|S )Npack_06dTparentsexist_okzmetadata.parquetzaudio_index.parquetz	audio.taroutput_bucketmetadata_keyaudio_index_key	audio_keyc                 S  s&   i | ]}t |d  t |d f|qS )r"   
segment_idr#   )r%   itemr   r   r   
<dictcomp>   s    z%load_pack_records.<locals>.<dictcomp>rr"   r]   r   zMissing audio_index row for tar_member_namezMissing tar member z for metadata_rowaudio_index_rowaudio_bytes)	enumeratemkdirdownload_filepq
read_table	to_pylisttarfileopenr   r<   RuntimeErrorextractfileread)rO   r*   rP   rQ   recordsidxr&   	local_dirmetadata_pathaudio_index_pathaudio_tar_pathmetadata_rowsaudio_index_rowsaudio_index_maptfr^   rF   audio_indexmember_namehandle
flac_bytesr   r   r   load_pack_recordsl   sH   

r   configr	   c              
     s   j d  j }|jddd t |}t j}i }z| I d H  t }|D ]}|| }|jddd |	d |j
||I d H }	|	d |j|	|I d H ||}
|	d  fddI d H }|D ]}|jjrkqdt|jj|jj|jj}|
|}|d u rqdt|dpd  }|r| jvrqd jrt|dpd}t|d	pd}| s| sqd jrt|d
sqdt||| jddd}||f}|d |||d d t|d d |d d |d d d|d d d||< qdq*|W | I d H  S | I d H  w )Nvalidator_expectedTrV   c                     s   t tj jdS )N)max_workers)r   sortedsegment_pathspolish_threadsr   r   	extractedr   r   <lambda>   r1   z(build_expected_records.<locals>.<lambda>segment_language native_script_textromanized_textfinal_has_validation	validator)r"   canonical_rowpolished_segmentr   r6   r7   rc   	audio_rowra   r~   flac_sha256audio_duration_s)r"   r]   ra   flac_size_bytesr   r   rb   )local_work_rootr   rg   r   r   basestartasyncioget_running_looprun_in_executordownload_tarextract_target_video_reference_rows	trim_meta	discardedr   original_file	was_splitsplit_indexr<   r   striplowersupported_languagesrequire_variantsrequire_validationr=   r   lenclose)r   r-   rP   storeraw_r2rC   loopr"   	video_dirtar_pathreference_rowspolished_segmentspolishedr]   r&   r   native	romanizedr>   rF   r   r   r   build_expected_records   s|   








+ r   c           	      C  s  g }t |}t |}t|| D ]}||  d| d qt|| D ]}||  d| d q$t||@ D ]T}t| || d || d || t| || d || d || t|| d || d d kru||  d| d || d || d kr||  d| d	 q8|S )
NrI   z:missing_actual_rowz:unexpected_extra_rowrc   rd   re   r   z:actual_tar_bytes_hash_mismatchz:audio_bytes_mismatch)setr   r   rN   r   )	rB   rC   rD   rE   expected_keysactual_keysmissingextrarF   r   r   r   validate_records   s       r   argsc              	     s  t  }| j|_| }|rtd|tj|jdddI d H }zt	|| j| j
I d H }|s4tdt||dI d H }t|}|jd | j }|jddd	 g }| jswt|d
| j|dI d H }	t||	|d t|d}
|td||
d | jst|d| j|dI d H }t|||d t|d}|td||d |rttjd|d d ddd tdttjd| jt|t|| j | j ddd W | I d H  d S | I d H  w )N
requirer   )dsnsslstatement_cache_sizezNo videos found for validation)r   r-   validator_actualTrV   r/   )r,   r   r-   microshards)rO   r*   rP   rQ   )rB   rC   rD   final_export_shardsshardsfinal_shardsF   )okrE      )indent   )r   r   video_countsegment_countvalidated_microshardsvalidated_final_shards)r	   from_envr   validate_for_video_stage
SystemExitjoinasyncpgconnectdatabase_urlr+   r"   r   r
   r   rg   skip_microshardsr2   r   r   extendr   skip_final_shardsprintr:   dumpsr   r   )r   r   errorsr   r-   rC   rO   rP   all_mismatches
micro_rowsactual_micro
shard_rowsactual_shardsr   r   r   
main_async   sx    "r   c                  C  s   t  } tt|  d S )N)r   r   runr   )r   r   r   r   main;  s   r   __main__)r   r   )r   r   r   r   r    r!   r   r!   )
r   r   r,   r   r   r   r-   r!   r   r.   )r3   r   r   r0   )
rB   r   rC   r0   rD   r0   rE   r!   rF   rG   )
rO   r
   r*   r.   rP   r   rQ   rR   r   rS   )r   r	   r-   r!   r   rS   )rB   r   rC   rS   rD   rS   r   r!   )r   r   ).
__future__r   r   r   r:   osshutilsysrl   pathlibr   r   pyarrow.parquetparquetri   dotenvr   ROOTpathinsertr   src.audio_polishr   src.final_export_commonr   r   r   src.final_export_configr	   src.final_export_r2r
    src.final_export_reference_storer   src.r2_clientr   r   r+   r2   rA   rN   r   r   r   r   r   __name__r   r   r   r   <module>   sD    

	

 


,
G
E
