diff options
| author | Terry Truong <terry06890@gmail.com> | 2022-04-26 13:53:46 +1000 |
|---|---|---|
| committer | Terry Truong <terry06890@gmail.com> | 2022-04-26 13:53:46 +1000 |
| commit | 04e9444746d3ba8ddcc96d0fd16f1c02adce1389 (patch) | |
| tree | 0f48275709dc676bf8b9ba3c2dbc9f1beeff7b75 /backend/data/otolToSqlite.py | |
| parent | e8fab23fe92230c2cb42412bb9ea6040ff14f072 (diff) | |
Have tol data in sqlite db, and add server script that accesses it
Adapt otol-data-converting script to generate otol.db, add server.py
script that provides access to that db, and adapt the app to query the
server for tol data when needed.
Diffstat (limited to 'backend/data/otolToSqlite.py')
| -rwxr-xr-x | backend/data/otolToSqlite.py | 228 |
1 files changed, 228 insertions, 0 deletions
diff --git a/backend/data/otolToSqlite.py b/backend/data/otolToSqlite.py new file mode 100755 index 0000000..187e224 --- /dev/null +++ b/backend/data/otolToSqlite.py @@ -0,0 +1,228 @@ +#!/usr/bin/python3 + +import sys, re, json, sqlite3 +import os.path + +usageInfo = f"usage: {sys.argv[0]}\n" +usageInfo += "Reads labelled_supertree_ottnames.tre & annotations.json (from an Open Tree of Life release), \n" +usageInfo += "and creates an sqlite database otol.db, which holds entries of the form (name text, data text).\n" +usageInfo += "Each row holds a tree-of-life node name, and a JSON string with the form \n" +usageInfo += "{\"children\": [name1, ...], \"parent\": name1, \"tips\": int1, \"pSupport\": bool1}, holding \n" +usageInfo += "child names, a parent name or null, descendant 'tips', and a phylogeny-support indicator\n" +usageInfo += "\n" +usageInfo += "This script was adapted to handle Open Tree of Life version 13.4.\n" +usageInfo += "Link: https://tree.opentreeoflife.org/about/synthesis-release/v13.4\n" +usageInfo += "\n" +usageInfo += "labelled_supertree_ottnames.tre format:\n" +usageInfo += " Represents a tree-of-life in Newick format, roughly like (n1,n2,(n3,n4)n5)n6,\n" +usageInfo += " where root node is named n6, and has children n1, n2, and n5.\n" +usageInfo += " Name forms include Homo_sapiens_ott770315, mrcaott6ott22687, and 'Oxalis san-miguelii ott5748753'\n" +usageInfo += " Some names can be split up into a 'simple' name (like Homo_sapiens) and an id (like ott770315)\n" +usageInfo += "annotations.json format:\n" +usageInfo += " JSON object holding information about the tree-of-life release.\n" +usageInfo += " The object's 'nodes' field maps node IDs to objects holding information about that node,\n" +usageInfo += " such as phylogenetic trees that support/conflict with it's placement.\n" + +if len(sys.argv) > 1: + print(usageInfo, file=sys.stderr) + sys.exit(1) + +treeFile = "otol/labelled_supertree_ottnames.tre" +annFile = "otol/annotations.json" +dbFile = "otol.db" +nodeMap = {} # Maps node names to node objects +idToName = {} # Maps node IDs to names + +# Check for existing db +if os.path.exists(dbFile): + print("ERROR: Existing {} file".format(dbFile), file=sys.stderr) + sys.exit(1) + +# Parse treeFile +data = None +with open(treeFile) as file: + data = file.read() +dataIdx = 0 +def parseNewick(): + """Parses a node using 'data' and 'dataIdx', updates nodeMap accordingly, and returns the node name or None""" + global dataIdx + # Check for EOF + if dataIdx == len(data): + print("ERROR: Unexpected EOF at index " + str(dataIdx), file=sys.stderr) + return None + # Check for inner-node start + if data[dataIdx] == "(": + dataIdx += 1 + childNames = [] + while True: + # Read child + childName = parseNewick() + if childName == None: + return None + childNames.append(childName) + if (dataIdx == len(data)): + print("ERROR: Unexpected EOF", file=sys.stderr) + return None + # Check for next child + if (data[dataIdx] == ","): + dataIdx += 1 + continue + else: + # Get node name + dataIdx += 1 # Consume an expected ')' + [name, id] = parseNewickName() + idToName[id] = name + # Get child num-tips total + tips = 0 + for childName in childNames: + tips += nodeMap[childName]["tips"] + # Add node to nodeMap + if name in nodeMap: # Turns out the names might not actually be unique + count = 2 + name2 = name + " [" + str(count) + "]" + while name2 in nodeMap: + count += 1 + name2 = name + " [" + str(count) + "]" + name = name2 + nodeMap[name] = { + "n": name, "id": id, "children": childNames, "parent": None, "tips": tips, "pSupport": False + } + # Update childrens' parent reference + for childName in childNames: + nodeMap[childName]["parent"] = name + return name + else: + [name, id] = parseNewickName() + idToName[id] = name + nodeMap[name] = {"n": name, "id": id, "children": [], "parent": None, "tips": 1, "pSupport": False} + return name +def parseNewickName(): + """Helper that parses an input node name, and returns a [name,id] pair""" + global data, dataIdx + name = None + end = dataIdx + # Get name + if (end < len(data) and data[end] == "'"): # Check for quoted name + end += 1 + inQuote = True + while end < len(data): + if (data[end] == "'"): + if end + 1 < len(data) and data[end+1] == "'": # Account for '' as escaped-quote + end += 2 + continue + else: + end += 1 + inQuote = False + break + end += 1 + if inQuote: + raise Exception("ERROR: Unexpected EOF") + name = data[dataIdx:end] + dataIdx = end + else: + while end < len(data) and not re.match(r"[(),]", data[end]): + end += 1 + if (end == dataIdx): + raise Exception("ERROR: Unexpected EOF") + name = data[dataIdx:end].rstrip() + if end == len(data): # Ignore trailing input semicolon + name = name[:-1] + dataIdx = end + # Convert to [name, id] + name = name.lower() + if name.startswith("mrca"): + return [name, name] + elif name[0] == "'": + match = re.fullmatch(r"'([^\\\"]+) (ott\d+)'", name) + if match == None: + raise Exception("ERROR: invalid name \"{}\"".format(name)) + name = match.group(1).replace("''", "'") + return [name, match.group(2)] + else: + match = re.fullmatch(r"([^\\\"]+)_(ott\d+)", name) + if match == None: + raise Exception("ERROR: invalid name \"{}\"".format(name)) + return [match.group(1).replace("_", " "), match.group(2)] +rootName = parseNewick() + +# Parse annFile +data = None +with open(annFile) as file: + data = file.read() +obj = json.loads(data) +nodeAnnsMap = obj['nodes'] + +# Change mrca* names +def applyMrcaNameConvert(name, namesToSwap): + """ + Given an mrca* name, makes namesToSwap map it to an expanded version with the form [childName1 + childName2]. + May recurse on child nodes with mrca* names. + Also returns the name of the highest-tips child (used when recursing). + """ + node = nodeMap[name] + childNames = node["children"] + if len(childNames) < 2: + print("WARNING: MRCA node \"{}\" has less than 2 children".format(name), file=sys.stderr) + return name + # Get 2 children with most tips + childTips = [] + for n in childNames: + childTips.append(nodeMap[n]["tips"]) + maxTips = max(childTips) + maxIdx = childTips.index(maxTips) + childTips[maxIdx] = 0 + maxTips2 = max(childTips) + maxIdx2 = childTips.index(maxTips2) + # + childName1 = node["children"][maxIdx] + childName2 = node["children"][maxIdx2] + if childName1.startswith("mrca"): + childName1 = applyMrcaNameConvert(childName1, namesToSwap) + if childName2.startswith("mrca"): + childName2 = applyMrcaNameConvert(childName2, namesToSwap) + # Create composite name + namesToSwap[name] = "[{} + {}]".format(childName1, childName2) + return childName1 +namesToSwap = {} # Maps mrca* names to replacement names +for node in nodeMap.values(): + name = node["n"] + if (name.startswith("mrca") and name not in namesToSwap): + applyMrcaNameConvert(name, namesToSwap) +for [oldName, newName] in namesToSwap.items(): + nodeMap[newName] = nodeMap[oldName] + del nodeMap[oldName] +for node in nodeMap.values(): + parentName = node["parent"] + if (parentName in namesToSwap): + node["parent"] = namesToSwap[parentName] + childNames = node["children"] + for i in range(len(childNames)): + childName = childNames[i] + if (childName in namesToSwap): + childNames[i] = namesToSwap[childName] + +# Add annotations data, and delete certain fields +for node in nodeMap.values(): + # Set has-support value using annotations + id = node["id"] + if id in nodeAnnsMap: + nodeAnns = nodeAnnsMap[id] + supportQty = len(nodeAnns["supported_by"]) if "supported_by" in nodeAnns else 0 + conflictQty = len(nodeAnns["conflicts_with"]) if "conflicts_with" in nodeAnns else 0 + node["pSupport"] = supportQty > 0 and conflictQty == 0 + # Root node gets support + if node["parent"] == None: + node["pSupport"] = True + # Delete some no-longer-needed fields + del node["n"] + del node["id"] + +# Create db +con = sqlite3.connect(dbFile) +cur = con.cursor() +cur.execute("CREATE TABLE nodes (name TEXT PRIMARY KEY, data TEXT)") +for name in nodeMap.keys(): + cur.execute("INSERT INTO nodes VALUES (?, ?)", (name, json.dumps(nodeMap[name]))) +cur.execute("CREATE UNIQUE INDEX nodes_idx on nodes(name)") +con.commit() +con.close() |
