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authorMunyoki Kilyungi2025-02-06 14:04:29 +0300
committerMunyoki Kilyungi2025-02-19 09:32:12 +0300
commitca3ae69b670bc593311707508cf1014c1b3a4e76 (patch)
tree2951c1299a814d21ddb945ab9d4703c531a1e50c
parent0ebf6926db0c69e4c444a6f95907e0971ae9bf40 (diff)
downloadgn-guile-ca3ae69b670bc593311707508cf1014c1b3a4e76.tar.gz
Add guile script for saving published data to lmdb.
* scripts/lmdb-publishdata-export.scm: New file. Signed-off-by: Munyoki Kilyungi <me@bonfacemunyoki.com>
-rwxr-xr-xscripts/lmdb-publishdata-export.scm232
1 files changed, 232 insertions, 0 deletions
diff --git a/scripts/lmdb-publishdata-export.scm b/scripts/lmdb-publishdata-export.scm
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+#! /usr/bin/env guile
+!#
+;; To run this script run:
+;;
+;; $ guix shell guile guile-hashing guile3-dbi guile3-dbd-mysql \
+;; guile-lmdb -- guile lmdb-publishdata-export.scm
+;; conn.scm
+;;
+;; Example conn.scm:
+;; ((sql-username . "webqtlout")
+;; (sql-password . "xxxx")
+;; (sql-database . "db_webqtl")
+;; (sql-host . "localhost")
+;; (sql-port . 3306)
+;; (output-dir . "/tmp/data")
+;; (log-file . "/tmp/export.log"))
+
+(use-modules (dbi dbi)
+ (rnrs bytevectors)
+ (system foreign)
+ (ice-9 match)
+ (srfi srfi-1)
+ (srfi srfi-26)
+ (srfi srfi-43)
+ (rnrs io ports)
+ (hashing md5)
+ ((lmdb lmdb) #:prefix mdb:)
+ (ice-9 format)
+ (ice-9 exceptions)
+ (json)
+ (logging logger)
+ (logging rotating-log)
+ (logging port-log)
+ (oop goops))
+
+
+;; Set up logging
+(define* (setup-logging #:key (log-file "lmdb-dump-log"))
+ "Initialize the logging system with rotating file logs and error port output.
+ Creates a new logger, adds rotating and error port handlers,
+ sets it as the default logger, and opens the log for writing."
+ (let ((lgr (make <logger>))
+ (rotating (make <rotating-log>
+ #:num-files 3
+ #:size-limit 1024
+ #:file-name log-file))
+ (err (make <port-log> #:port (current-error-port))))
+ ;; add the handlers to our logger
+ (add-handler! lgr rotating)
+ (add-handler! lgr err)
+ ;; make this the application's default logger
+ (set-default-logger! lgr)
+ (open-log! lgr)))
+
+(define (shutdown-logging)
+ "Properly shutdown the logging system.
+ Flushes any pending log messages, closes the log handlers,
+ and removes the default logger reference."
+ (flush-log) ;; since no args, it uses the default
+ (close-log!) ;; since no args, it uses the default
+ (set-default-logger! #f))
+
+(define (call-with-database backend connection-string proc)
+ "Execute PROC with an open database connection. BACKEND is the
+database type (e.g. \"mysql\"). CONNECTION-STRING is the database
+connection string."
+ (let ((db #f))
+ (dynamic-wind
+ (lambda ()
+ (set! db (dbi-open backend connection-string)))
+ (cut proc db)
+ (lambda ()
+ (when db
+ (dbi-close db))))))
+
+(define (call-with-target-database connection-settings proc)
+ "Connect to the target database using CONNECTION-SETTINGS and execute
+PROC."
+ (call-with-database "mysql" (string-join
+ (list (assq-ref connection-settings 'sql-username)
+ (assq-ref connection-settings 'sql-password)
+ (assq-ref connection-settings 'sql-database)
+ "tcp"
+ (assq-ref connection-settings 'sql-host)
+ (number->string
+ (assq-ref connection-settings 'sql-port)))
+ ":")
+ proc))
+
+(define* (lmdb-save path key value)
+ "Save a NUM with KEY to PATH."
+ (mdb:with-env-and-txn
+ (path) (env txn)
+ (let ((dbi (mdb:dbi-open txn #f 0)))
+ (mdb:put txn dbi key
+ (if (number? value)
+ (number->string value)
+ value)))))
+
+(define (sql-exec db statement)
+ "Execute an SQL STATEMENT on database connection DB. Throws an error
+if the statement execution fails."
+ (dbi-query db statement)
+ (database-check-status db))
+
+(define (sql-fold proc init db statement)
+ "Fold over SQL query results."
+ (sql-exec db statement)
+ (let loop ((result init))
+ (let ((row (dbi-get_row db)))
+ (if row
+ (loop (proc row result))
+ result))))
+
+(define (sql-for-each proc db statement)
+ "Apply PROC to each row returned by STATEMENT."
+ (sql-fold (lambda (row _)
+ (proc row))
+ #f db statement))
+
+(define (sql-map proc db statement)
+ "Map PROC over rows returned by STATEMENT."
+ (sql-fold (lambda (row result)
+ (cons (proc row) result))
+ (list) db statement))
+
+(define (sql-find db statement)
+ (sql-exec db statement)
+ (dbi-get_row db))
+
+(define (database-check-status db)
+ "Check the status of the last database operation on DB. Throws an
+error if the status code is non-zero."
+ (match (dbi-get_status db)
+ ((code . str)
+ (unless (zero? code)
+ (error str)))))
+
+(define* (save-dataset-values settings)
+ "Main function to extract and save dataset values. Queries the
+database for datasets and their values, computes MD5 hashes for
+dataset-trait combinations, and saves strain values to LMDB files in
+/export5/lmdb-data-hashes/."
+ (dynamic-wind
+ (lambda ()
+ (setup-logging #:log-file (assq-ref settings 'log-file))
+ (log-msg 'INFO "Starting dataset value extraction"))
+ (lambda ()
+ (call-with-target-database
+ settings
+ (lambda (db)
+ (sql-for-each
+ (lambda (row)
+ (match row
+ ((("Name" . dataset-name)
+ ("Id" . trait-id))
+ (let* ((md5-hash
+ (md5->string (md5 (string->bytevector (format #f "~a-~a" dataset-name trait-id)
+ (make-transcoder (utf-8-codec))))))
+ (data-dir (assq-ref settings 'output-dir))
+ (md5-hash-dir (format #f "~a/~a" data-dir md5-hash))
+ (data-query (format #f "SELECT
+JSON_ARRAYAGG(JSON_ARRAY(Strain.Name, PublishData.Value)) AS data,
+ MD5(JSON_ARRAY(Strain.Name, PublishData.Value)) as md5hash
+FROM
+ PublishData
+ INNER JOIN Strain ON PublishData.StrainId = Strain.Id
+ INNER JOIN PublishXRef ON PublishData.Id = PublishXRef.DataId
+ INNER JOIN PublishFreeze ON PublishXRef.InbredSetId = PublishFreeze.InbredSetId
+LEFT JOIN PublishSE ON
+ PublishSE.DataId = PublishData.Id AND
+ PublishSE.StrainId = PublishData.StrainId
+LEFT JOIN NStrain ON
+ NStrain.DataId = PublishData.Id AND
+ NStrain.StrainId = PublishData.StrainId
+WHERE
+ PublishFreeze.Name = \"~a\" AND
+ PublishXRef.Id = ~a AND
+ PublishFreeze.public > 0 AND
+ PublishData.value IS NOT NULL AND
+ PublishFreeze.confidentiality < 1
+ORDER BY
+ LENGTH(Strain.Name), Strain.Name" dataset-name trait-id)))
+ (match (call-with-target-database
+ settings
+ (lambda (db2) (sql-find db2 data-query)))
+ ((("data" . data)
+ ("md5hash" . dataset-hash))
+ (let ((lmdb-dir (string-join data-dir "/" md5-hash "-" dataset-hash)))
+ (log-msg
+ 'INFO (format #f "Writing ~a-~a to: ~a" dataset-name trait-id lmdb-dir))
+ (unless (file-exists? data-dir)
+ (mkdir data-dir))
+ (lmdb-save (string-join data-dir "/index")
+ (string-join (list dataset-name "-" trait-id))
+ (string-join (list md5-hash "-" dataset-hash)))
+ (vector-for-each
+ (lambda (_ x)
+ (match x
+ (#(strain value)
+ (lmdb-save lmdb-dir strain value))))
+ (json-string->scm data)))))))))
+ db
+ "SELECT DISTINCT PublishFreeze.Name, PublishXRef.Id FROM
+PublishData INNER JOIN Strain ON PublishData.StrainId = Strain.Id
+INNER JOIN PublishXRef ON PublishData.Id = PublishXRef.DataId
+INNER JOIN PublishFreeze ON PublishXRef.InbredSetId = PublishFreeze.InbredSetId
+LEFT JOIN PublishSE ON
+ PublishSE.DataId = PublishData.Id AND
+ PublishSE.StrainId = PublishData.StrainId
+LEFT JOIN NStrain ON
+ NStrain.DataId = PublishData.Id AND
+ NStrain.StrainId = PublishData.StrainId
+WHERE
+ PublishFreeze.public > 0 AND
+ PublishFreeze.confidentiality < 1
+ORDER BY
+ PublishFreeze.Id, PublishXRef.Id"))))
+ (lambda ()
+ (shutdown-logging))))
+
+(define main
+ (match-lambda*
+ ((_ connection-settings-file)
+ (save-dataset-values (call-with-input-file connection-settings-file
+ read)))
+ ((arg0 _ ...)
+ (display (format "Usage: ~a CONNECTION-SETTINGS-FILE~%" arg0)
+ (current-error-port))
+ (exit #f))))
+
+(apply main (command-line))