o
    lQi$                     @  s   d dl mZ d dlZd dlZd dlZd dlZd dlZd dlmZ d dl	Z	d dl
mZ d dlmZ d dlmZ edZed d Zed	 d
 Zed	 d Zed	 d Zdd Zd'ddZd'ddZd(ddZd)d d!Zd*d"d#Zd$d% Zed&kr|e  dS dS )+    )annotationsN)Path)TransferConfig)load_dotenvz/home/ubuntu/transcripts
final_datazIfinal_cleaned_segments_with_variants_rerouted_repetition_filtered.parquetdataztranscription_results.parquetzrecover_v2_consolidated.parquetzyoutube_video_metadata_all.csvc                  C  s   t jdd} | jdttd | jdttd | jdttd | jdttd | jdtd d | jd	ttd
 d d | jddd | jddd | jdddd | jddd | 	 S )Nz-Upload final export reference snapshots to R2)descriptionz--canonical)typedefaultz--raw-transcriptsz--validationz--youtube-metaz
--variantsz--output-dirr   final_export_referencez--bucket )r
   z--prefixzfinal-export-referencez--copy-local
store_truez)Copy inputs into output-dir before upload)actionhelpz--no-upload)r   )
argparseArgumentParseradd_argumentr   CANONICAL_DEFAULTRAW_TX_DEFAULTVALIDATION_DEFAULTYOUTUBE_DEFAULTROOT
parse_args)parser r   -scripts/export_final_export_reference_data.pyr      s   r   pathr   returnintc                 C  s   t t| jjS )N)r   pqParquetFilemetadatanum_rowsr   r   r   r   parquet_rows%   s   r$   c                 C  s@   t  }zt|dt|  d d W |  S |  w )Nz$SELECT count(*) FROM read_csv_auto('z', header=true)r   )duckdbconnectr   execute	_sql_pathfetchoneclose)r   conr   r   r   csv_rows)   s   "r,   bucketstrkeyc                 C  s   dd l }tddddd}|jdtjd tjd tjd	 d
d}td|j d|  d|  t }|jt	|| ||d td|j dt | dd d S )Nr   i      T)multipart_thresholdmultipart_chunksizemax_concurrencyuse_threadss3R2_ENDPOINT_URLR2_ACCESS_KEY_IDR2_SECRET_ACCESS_KEYauto)endpoint_urlaws_access_key_idaws_secret_access_keyregion_namez
Uploading z	 -> s3:///)Configz	Uploaded z in z.1fs)
boto3r   clientosenvironprintnametimeupload_filer.   )r-   r/   r   rA   transferr5   t0r   r   r   rH   1   s$   &rH   srcdest
copy_localboolc                 C  s(   |j jddd |rt| | |S | S )NTparentsexist_ok)parentmkdirshutilcopy2)rK   rL   rM   r   r   r   maybe_stageG   s
   rV   c                 C  s   |   ddS )N'z'')as_posixreplacer#   r   r   r   r(   O   s   r(   c            	      C  s  t  } ttd  | jptdptdpd}| jd}| jj	ddd t
| j| jd | jt
| j| jd	 | j| jrM| j rMt
| j| jd
 | jnd | jra| j rat
| j| jd | jnd | jru| j rut
| j| jd | jnd d}tdt ||i d}| D ]1\}}|d u rq|| | jd}|jdkrt||d< n|jdkrt||d< ||d |< q| jd }|tj|dddd  ttj|ddd | j s| D ]\}}|d u rqt!|| d| | qt!|| d| d S d S )Nz.envFINAL_EXPORT_REFERENCE_BUCKET	R2_BUCKETz1-cleaned-datar>   TrO   canonical_segments.parquetraw_transcripts.parquetvalidation.parquetyoutube_meta.csvvariants.parquet)r\   r]   r^   r_   r`   z%Y-%m-%dT%H:%M:%SZ)
created_atr-   prefixfiles)logical_namer   
size_bytesz.parquetrowsz.csvrc   zmanifest.json   )indent	sort_keys
z/manifest.json)"r   r   r   r-   rC   getenvrb   strip
output_dirrS   rV   	canonicalrM   raw_transcripts
validationexistsyoutube_metavariantsrG   strftimegmtimeitemsrX   statst_sizesuffixr$   r,   
write_textjsondumpsrE   	no_uploadrH   )	argsr-   rb   stagedmanifestrd   r   entrymanifest_pathr   r   r   mainS   sx   


r   __main__)r   r   r   r   )r-   r.   r/   r.   r   r   )rK   r   rL   r   rM   rN   r   r   )r   r   r   r.   )
__future__r   r   r{   rC   rT   rG   pathlibr   r%   pyarrow.parquetparquetr   boto3.s3.transferr   dotenvr   r   r   r   r   r   r   r$   r,   rH   rV   r(   r   __name__r   r   r   r   <module>   s4    



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:
