o f7iq! @sdZddlZddlZddlmZmZddlmZddlmZGdddZ dd e d e d e d ede def ddZ e dkr`ddlZeejdkrbe ejdejdejdiZededSdSdS)z Generate output files for different glossary formats - cleaned_glossary.csv (internal format with comments) - deepl_glossary.csv (DeepL format) - google_glossary.tsv (Google format) - flagged.csv (manual review list) N)ListDict)datetime)loggerc@seZdZdZd deedefddZddZd ed e fd d Z d e fddZ d e fddZ d e fddZ d e fddZd e defddZd e defddZde de defddZdS)!OutputGeneratorz(Generate various glossary output formats333333?validated_entriesconfidence_thresholdcCs$||_||_g|_g|_|dS)N)entriesr clean_entriesflagged_entries_separate_entries)selfr r r>/var/www/html/PEPCVSON/glossary_cleaner/src/generate_output.py__init__s  zOutputGenerator.__init__cCsl|jD]}|ddr|dd|jkr|j|q|j|qtdt|jdt|jddS) z'Separate entries into clean and flaggedis_validF confidencerz Separated: z clean, z flaggedN) r getr r appendr rinfolen)rentryrrrrs (z!OutputGenerator._separate_entriesrreturncCsn|di}|dg}|dd}g}|dr|d|d|d|r2||d d d |S) z,Generate a comment/description for the entryvalidation_detailsreasonsrr corpus_hitcorpus_verifiedzconf:z.2fN; )rrextendjoin)rrdetailsrrpartsrrr_generate_comment%s      z!OutputGenerator._generate_commentfilepathc Cst|dddd2}t|}|gd|jD]}||}||d|d||dd d gqWd n1s=wYtd t |jd d S)zm Generate internal format CSV with comments Format: source,target,comment,confidence wutf-8encodingnewline)sourcetargetcommentrr-r.rr.3fNz Generated cleaned_glossary.csv:  entries) opencsvwriterwriterowr r%rrrr)rr&fr4rr/rrrgenerate_cleaned_csv6s    z$OutputGenerator.generate_cleaned_csvcCsxt|dddd}t|}|jD] }||d|dgqWdn1s)wYtdt|jd dS) zf Generate DeepL format CSV Format: source,target (no header, comma separated) r'r(r)r*r-r.NzGenerated deepl_glossary.csv: r1)r2r3r4r r5rrr)rr&r6r4rrrrgenerate_deepl_csvJs  z"OutputGenerator.generate_deepl_csvcCstt|ddd}|jD]}||dd|ddq Wdn1s'wYtd t|jd dS) zZ Generate Google format TSV Format: sourcetarget (no header) r'r(r+r- r. NzGenerated google_glossary.tsv: r1)r2r writerrr)rr&r6rrrrgenerate_google_tsvWs   z#OutputGenerator.generate_google_tsvc Cst|ddddC}t|}|gd|jD]+}|di}|ddg}|r.d |nd }||d |d ||d ddgqWdn1sNwYtdt |jddS)zl Generate flagged entries for manual review Format: source,target,reason,confidence r'r(r)r*)r-r.reasonrrrunknownr low_confidencer-r.rrr0NzGenerated flagged.csv: r1) r2r3r4r5r rr"rrr)rr&r6r4rr#r reason_strrrrgenerate_flagged_csvbs    z$OutputGenerator.generate_flagged_csvstatsc Cs@td}dgd|d|dddd|d ddd |d ddd |d ddd|dddd|dddd|dddd|dddd|dddd|ddddt|jddt|jddt|jddt|jdd|jd t|jdd!|jd"t|jdd#}i}|jD]}|d$i}|d%d&gD] }||dd'||<qqt | d(d)d*d+d,} | D]\}} |d-|d.| dd/7}qt |d0d1d2 } | |Wd+n 1swYt d3d+S)4z Generate markdown validation logz%Y-%m-%d %H:%M:%Sr)z*# Glossary Validation Log **Generated:** zD ## Summary | Metric | Value | |--------|-------| | Total Input | total_inputr,z | | After Normalization | after_normalizationz | | Duplicates Removed | duplicates_removedz | | Invalid Removed | invalid_removedz | | Variants Merged | variants_mergedz | | Total Validated | total_validatedz | | High Confidence | high_confidencez | | Low Confidence (Flagged) | r@z | | Corpus Hits | corpus_hitsz | | Average Confidence | average_confidencer0zr | ## Output Files | File | Entries | Description | |------|---------|-------------| | `cleaned_glossary.csv` | z< | Internal format with comments | | `deepl_glossary.csv` | z3 | DeepL upload format | | `google_glossary.tsv` | z+ | Google Cloud format | | `flagged.csv` | zD | Manual review needed | ## Confidence Distribution ``` High (>= z): z entries Low (< z): z& entries ``` ## Top Flagged Reasons rrr?rcSs |d S)Nrr)xrrrs z9OutputGenerator.generate_validation_log..)keyN z- `z`: r;r'r(r9zGenerated validation_log.md)rnowstrftimer"rrr r r sorteditemsr2r<rr) rr&rC timestampcontent reason_countsrr#r>sorted_reasonscountr6rrrgenerate_validation_logysj              '    z'OutputGenerator.generate_validation_logcCszi|t|jt|j|jtd}t|ddd}tj ||dddWdn1s1wYt d dS) zGenerate stats JSON file)r r r generated_atr'r(r9Fr) ensure_asciiindentNzGenerated stats.json) rr r r rrR isoformatr2jsondumprr)rr&rC output_statsr6rrrgenerate_stats_jsons z#OutputGenerator.generate_stats_jsondata_dir reports_dircCsz||d||d||d||d||d|||d|t|jt|jdS)zGenerate all output filesz/cleaned_glossary.csvz/deepl_glossary.csvz/google_glossary.tsvz /flagged.csvz/validation_log.mdz /stats.json)cleanedflagged) r7r8r=rBr[rcrr r )rrdrerCrrr generate_allszOutputGenerator.generate_allNr)__name__ __module__ __qualname____doc__rrfloatrrstrr%r7r8r=rBr[rcrhrrrrrs   ;rrvalidated_filerdrerCr rcCsPt|ddd }t|}Wdn1swYt||}||||S)zI Main function to generate all outputs Returns: output stats rr(r9N)r2r`loadrrh)rprdrerCr r6r generatorrrrrun_output_generations   rt__main__rzOutput stats: ri)rmr3r`typingrrrutilsrrrornrtrjsysrargvrCprintrrrrs:  J