View difference between Paste ID: B3we1bbT and 4hyTgNUU

 // Rationale: our inputs are huge (in the 30+gb range, possibly higher), and
 // the original technique of reading the entire file into a string would not
 // work on most computers (an aciss compute node has 72gb of ram), and we would
 // need alternative methods. Current candidates are:
 // 1. Memory mapping - platform dependent and no experience atm - done ~103k inserts per sec
 // 2. Read in big ram chunks - performance might be affected
 // 3. Capability dependent - the function checks for system memory size then
 // determines which method to use; e.g., input > memory, chunk. input < mem,
 // read entire file into string. (appears to be the most flexible)
 // Boost memory mapped files seem to be the easiest and performant way
 // to insert large files into the db.
 int mm_read_and_insert(const string& filename, sqlite3* db)
 {
 	// create a file mapping from filename in readonly mode
 	bi::file_mapping m_file(filename.c_str(),bi::read_only);
 	// create the mapped region of the entire file in read only mode
 	bi::mapped_region region(m_file,bi::read_only);
 	region.advise(bi::mapped_region::advice_sequential); // inform the OS of our access pattern
 	auto* addr = (char*)region.get_address(); // starting pointer
 	auto size = region.get_size();
-	pip::fastq_parser<const char*> g;
+
 	if (size > 0) {
 		auto startClock = clock();
 		sqlite3_stmt *stmt;
 		char *sql_error_msg = 0;
 		// const char* insert_rawreads = "INSERT INTO rawreads VALUES (?1,?2,?3,?4,?5,?6,?7,?8,?9,?10,?11,?12,?13);";
 	 	if (sqlite3_prepare_v2(db,sqlite::insert_rawreads,-1,&stmt, NULL) != SQLITE_OK) {
 	  		cout << sqlite3_errmsg(db) << endl;
 			return 0;
 	  	}
 	 	sqlite3_exec(db, "PRAGMA cache_size=400000;PRAGMA journal_mode=MEMORY;PRAGMA locking_mode=EXCLUSIVE;PRAGMA count_changes=OFF;PRAGMA auto_vacuum=NONE;PRAGMA temp_store = MEMORY;PRAGMA synchronous=OFF;BEGIN EXCLUSIVE TRANSACTION", NULL, NULL, &sql_error_msg);
 		unsigned long long n = 0; // we will be dealing with huge numbers here
 		pip::fastq fq; // a struct
-		pip::fastq fq;
+		pip::fastq_parser<const char*> g; // boost::spirit grammar
 		char const* f(addr); // first iterator/pointer
 		char const* l(f + size); // last iterator/pointer
 		while (parse(f,l,g,fq)) {
-			pack::Pack packed(fq.sequence,fq.quality,1);
+			pack::Pack packed(fq.sequence,fq.quality,1); // packing/compression function
 			// Bind parameters to sequence data
 			sqlite3_bind_text(stmt,1,fq.instrument.c_str(),-1,SQLITE_TRANSIENT);
 			sqlite3_bind_int(stmt,2,fq.run);
 			sqlite3_bind_text(stmt,3,fq.flowcell.c_str(),-1,SQLITE_TRANSIENT);
 			sqlite3_bind_int(stmt,4,fq.lane);
 			sqlite3_bind_int(stmt,5,fq.tile);
 			sqlite3_bind_int(stmt,6,fq.x);
 			sqlite3_bind_int(stmt,7,fq.y);
 			sqlite3_bind_int(stmt,8,fq.pair);
 			sqlite3_bind_int(stmt,9,fq.filter == 'Y' ? 1:0);
 			sqlite3_bind_int(stmt,10,fq.control);
 			sqlite3_bind_text(stmt,11,fq.index.c_str(),-1,SQLITE_TRANSIENT);
 			sqlite3_bind_int(stmt,12,packed.qualityFormat());
 	    		sqlite3_bind_blob(stmt,13,packed.rawData(),fq.sequence.length(),SQLITE_TRANSIENT);
 			sqlite3_step(stmt);
 	   		sqlite3_reset(stmt);
 			++n;
 			fq = {};
 			// Show an update every 100k inserts
 			if (n % 100000 == 0)
 				cerr << "Inserted " << n << " sequences...\r";
 		}
 	 	sqlite3_exec(db, "COMMIT TRANSACTION", NULL, NULL, &sql_error_msg);
 		sqlite3_finalize(stmt);
 		auto endClock = clock() - startClock;
 		printf("Pip: %llu sequences imported in %4.2f seconds\n",n,endClock/(double)CLOCKS_PER_SEC);
 		return n; // return number of rows inserted
 	}
 	return 0;
 }