# install.packages("data.table") # install.packages("RSQLite") # install.packages("DBI") library(data.table) library(RSQLite) library(DBI) data.dir <- "" # Input data directory here, with trailing "/" source("https://gist.githubusercontent.com/jeffwong/5925000/raw/bf02ed0dd2963169a91664be02fb18e45c4d1e20/sqlitewritetable.R") # From https://gist.github.com/jeffwong/5925000 # Modifies RSQLite's sqliteWriteTable function so as to reject duplicates con <- DBI::dbConnect(RSQLite::SQLite(), paste0(data.dir, "tx-graph-node-indices.db")) DBI::dbExecute(con, "CREATE TABLE nodes ( node TEXT, node_index INTEGER PRIMARY KEY AUTOINCREMENT, unique(node) )") DBI::dbWriteTable(con, "edgelist", data.frame(origin = character(0), destination = character(0), value = numeric(0), block_height = integer(0), stringsAsFactors = FALSE)) tx.graph.files <- list.files(paste0(data.dir, "tx_graphs/")) tx.graph.files <- tx.graph.files[grepl("^tx_graph.+rds$", tx.graph.files)] tx.graph.files <- sort(tx.graph.files) tx.graph.indexed <- vector("list", length(tx.graph.files)) names(tx.graph.indexed) <- tx.graph.files for (file.iter in tx.graph.files) { tx.graph.chunk <- readRDS(paste0(data.dir, "tx_graphs/", file.iter)) tx.graph.chunk <- rbind( data.table(origin = paste0(tx.graph.chunk$incoming$origin.txid, "-", formatC(tx.graph.chunk$incoming$origin.position, width = 4, format = "f", flag = "0", digits = 0)), destination = tx.graph.chunk$incoming$txid, value = NA_real_, block_height = as.integer(tx.graph.chunk$incoming$block_height), stringsAsFactors = FALSE), data.table(origin = tx.graph.chunk$outgoing$txid, destination = paste0(tx.graph.chunk$outgoing$txid, "-", formatC(tx.graph.chunk$outgoing$position, width = 4, format = "f", flag = "0", digits = 0)), value = tx.graph.chunk$outgoing$value, block_height = as.integer(tx.graph.chunk$outgoing$block_height), stringsAsFactors = FALSE) ) DBI::dbWriteTable(con, "edgelist", tx.graph.chunk, append = TRUE) cat(file.iter, base::date(), "\n") if (nrow(tx.graph.chunk) == 0) {next} new.nodes <- unique(c(tx.graph.chunk$origin, tx.graph.chunk$destination)) nodes.to.insert <- data.frame(node = new.nodes, node_index = NA, stringsAsFactors = FALSE) mysqliteWriteTable(con, "nodes", nodes.to.insert, append = TRUE, row.names = FALSE, ignore = TRUE) cat(nrow(nodes.to.insert), "Nodes written\n") } DBI::dbWriteTable(con, "edgelist_intermediate_1", data.frame(origin = character(0), destination = character(0), value = numeric(0), block_height = integer(0), node_index = integer(0), stringsAsFactors = FALSE), overwrite = TRUE) base::date() DBI::dbExecute(con, "INSERT INTO edgelist_intermediate_1 SELECT origin, destination, value, block_height, node_index FROM edgelist JOIN nodes ON edgelist.origin = nodes.node") base::date() DBI::dbExecute(con, "ALTER TABLE edgelist_intermediate_1 RENAME COLUMN node_index TO origin_index") DBI::dbWriteTable(con, "edgelist_intermediate_2", data.frame(origin = character(0), destination = character(0), origin_index = integer(0), node_index = integer(0), value = numeric(0), block_height = integer(0), stringsAsFactors = FALSE)) base::date() DBI::dbExecute(con, "INSERT INTO edgelist_intermediate_2 SELECT origin, destination, origin_index, node_index, value, block_height FROM edgelist_intermediate_1 JOIN nodes ON edgelist_intermediate_1.destination = nodes.node") base::date() DBI::dbExecute(con, "ALTER TABLE edgelist_intermediate_2 RENAME COLUMN node_index TO destination_index")