#!/usr/bin/python3 import sys, re, os import html, csv, sqlite3 usageInfo = f"usage: {sys.argv[0]}\n" usageInfo += "Reads vernacular-names CSV data (from the Encyclopedia of Life site),\n" usageInfo += "makes associations with node data in a sqlite database, and writes\n" usageInfo += "name data to that database.\n" usageInfo += "\n" usageInfo += "Expects a CSV header describing lines with format:\n" usageInfo += " page_id, canonical_form, vernacular_string, language_code,\n" usageInfo += " resource_name, is_preferred_by_resource, is_preferred_by_eol\n" if len(sys.argv) > 1: print(usageInfo, file=sys.stderr) sys.exit(1) vnamesFile = "eol/vernacularNames.csv" dbFile = "data.db" NAMES_TO_SKIP = {"unknown", "unknown species", "unidentified species"} pickedIdsFile = "genEolNameDataPickedIds.txt" # Read in vernacular-names data # Note: Canonical-names may have multiple pids # Note: A canonical-name's associated pids might all have other associated names print("Reading in vernacular-names data") nameToPids = {} canonicalNameToPids = {} pidToNames = {} pidToPreferred = {} def updateMaps(name, pid, canonical, preferredAlt): if name in NAMES_TO_SKIP: return if name not in nameToPids: nameToPids[name] = {pid} else: nameToPids[name].add(pid) if canonical: if name not in canonicalNameToPids: canonicalNameToPids[name] = {pid} else: canonicalNameToPids[name].add(pid) if pid not in pidToNames: pidToNames[pid] = {name} else: pidToNames[pid].add(name) if preferredAlt: pidToPreferred[pid] = name with open(vnamesFile, newline="") as csvfile: reader = csv.reader(csvfile) lineNum = 0 for row in reader: lineNum += 1 if lineNum == 1: continue # Parse line pid = int(row[0]) name1 = re.sub(r"<[^>]+>", "", row[1].lower()) # Remove tags name2 = html.unescape(row[2]).lower() lang = row[3] preferred = row[6] == "preferred" # Add to maps updateMaps(name1, pid, True, False) if lang == "eng" and name2 != "": updateMaps(name2, pid, False, preferred) # Check for manually-picked pids print("Checking for manually-picked pids") nameToPickedPid = {} if os.path.exists(pickedIdsFile): with open(pickedIdsFile) as file: for line in file: (name, _, eolId) = line.rstrip().partition("|") nameToPickedPid[name] = None if eolId == "" else int(eolId) print(f"Found {len(nameToPickedPid)}") # Open db connection dbCon = sqlite3.connect(dbFile) dbCur = dbCon.cursor() # Create tables dbCur.execute("CREATE TABLE names(name TEXT, alt_name TEXT, pref_alt INT, PRIMARY KEY(name, alt_name))") dbCur.execute("CREATE INDEX names_alt_idx ON names(alt_name)") dbCur.execute("CREATE INDEX names_alt_idx_nc ON names(alt_name COLLATE NOCASE)") dbCur.execute("CREATE TABLE eol_ids(id INT PRIMARY KEY, name TEXT)") dbCur.execute("CREATE INDEX eol_name_idx ON eol_ids(name)") # Iterate through 'nodes' table, resolving to canonical-names usedPids = set() unresolvedNodeNames = set() dbCur2 = dbCon.cursor() def addToDb(nodeName, pidToUse): altNames = set() preferredName = pidToPreferred[pidToUse] if (pidToUse in pidToPreferred) else None dbCur.execute("INSERT INTO eol_ids VALUES (?, ?)", (pidToUse, nodeName)) for n in pidToNames[pidToUse]: if dbCur.execute("SELECT name FROM nodes WHERE name = ?", (n,)).fetchone() == None: altNames.add(n) for n in altNames: isPreferred = 1 if (n == preferredName) else 0 dbCur.execute("INSERT INTO names VALUES (?, ?, ?)", (nodeName, n, isPreferred)) for name in nameToPickedPid: # Add manually-picked pids pickedPid = nameToPickedPid[name] usedPids.add(pickedPid) if pickedPid != None: addToDb(name, pickedPid) iterationNum = 0 for (name,) in dbCur2.execute("SELECT name FROM nodes"): iterationNum += 1 if iterationNum % 10000 == 0: print(f"Loop 1 iteration {iterationNum}") if name in nameToPickedPid: continue # If name matches a canonical-name, add alt-name entries to 'names' table if name in canonicalNameToPids: pidToUse = None for pid in canonicalNameToPids[name]: hasLowerPrio = pid not in pidToPreferred and pidToUse in pidToPreferred hasHigherPrio = pid in pidToPreferred and pidToUse not in pidToPreferred if hasLowerPrio: continue if pid not in usedPids and (pidToUse == None or pid < pidToUse or hasHigherPrio): pidToUse = pid if pidToUse != None: usedPids.add(pidToUse) addToDb(name, pidToUse) elif name in nameToPids: unresolvedNodeNames.add(name) # Iterate through unresolved nodes, resolving to vernacular-names iterationNum = 0 for name in unresolvedNodeNames: iterationNum += 1 if iterationNum % 100 == 0: print(f"Loop 2 iteration {iterationNum}") # Add alt-name entries to 'names' table for first corresponding pid pidToUse = None for pid in nameToPids[name]: if pid not in usedPids and (pidToUse == None or pid < pidToUse): pidToUse = pid if pidToUse != None: usedPids.add(pidToUse) addToDb(name, pidToUse) # Close db dbCon.commit() dbCon.close()